2023-07-24 10:47:11,100 semantic_segmentation INFO: Using 1 GPUs
2023-07-24 10:47:11,100 semantic_segmentation INFO: Namespace(aux=True, batch_size=16, crop_size=[512, 512], data='./dataset/list/voc/VOCAug/', dataset='voc', device='cuda', distributed=False, gpu_id='0,1', ignore_label=-1, kd_temperature=1.0, lambda_adv=0.0, lambda_at=0.0, lambda_csd=0.0, lambda_cwd_fea=0.0, lambda_cwd_logit=0.0, lambda_d=0.0, lambda_fitnet=0.0, lambda_ifkd=0.01, lambda_ifv=0.0, lambda_kd=1.0, lambda_psd=0.0, lambda_skd=0.0, local_rank=0, log_dir='./log/', log_iter=10, lr=0.02, max_iterations=150000, momentum=0.9, no_cuda=False, num_gpus=1, resume=None, save_dir='./log', save_epoch=10, save_per_iters=800, skip_val=False, start_epoch=0, student_backbone='resnet18', student_model='deeplabv3', student_pretrained='None', student_pretrained_base='None', teacher_backbone='resnet101', teacher_model='deeplabv3', teacher_pretrained='./deeplabv3_resnet101_pascal_aug_best_model.pth', teacher_pretrained_base='None', val_epoch=1, val_per_iters=800, weight_decay=0.0001, workers=8)
2023-07-24 10:47:17,718 semantic_segmentation INFO: Start training, Total Iterations 150000
2023-07-24 10:47:33,113 semantic_segmentation INFO: Iters: 10/150000 || Lr: 0.019999 || Task Loss: 2.7099 || KD Loss: 1.3962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:15 || Estimated Time: 2 days, 14:13:05
2023-07-24 10:47:47,527 semantic_segmentation INFO: Iters: 20/150000 || Lr: 0.019998 || Task Loss: 1.9567 || KD Loss: 1.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:29 || Estimated Time: 2 days, 13:07:24
2023-07-24 10:48:02,073 semantic_segmentation INFO: Iters: 30/150000 || Lr: 0.019997 || Task Loss: 2.3373 || KD Loss: 1.3256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.1264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:44 || Estimated Time: 2 days, 12:56:27
2023-07-24 10:48:16,760 semantic_segmentation INFO: Iters: 40/150000 || Lr: 0.019995 || Task Loss: 2.4310 || KD Loss: 1.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.9903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:59 || Estimated Time: 2 days, 12:59:28
2023-07-24 10:48:31,568 semantic_segmentation INFO: Iters: 50/150000 || Lr: 0.019994 || Task Loss: 2.2561 || KD Loss: 1.2127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.2836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:13 || Estimated Time: 2 days, 13:07:27
2023-07-24 10:48:46,471 semantic_segmentation INFO: Iters: 60/150000 || Lr: 0.019993 || Task Loss: 2.2449 || KD Loss: 1.2266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:28 || Estimated Time: 2 days, 13:16:34
2023-07-24 10:49:01,494 semantic_segmentation INFO: Iters: 70/150000 || Lr: 0.019992 || Task Loss: 2.1886 || KD Loss: 1.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.0494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:43 || Estimated Time: 2 days, 13:27:21
2023-07-24 10:49:16,620 semantic_segmentation INFO: Iters: 80/150000 || Lr: 0.019991 || Task Loss: 1.9044 || KD Loss: 1.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.8730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:58 || Estimated Time: 2 days, 13:38:28
2023-07-24 10:49:32,078 semantic_segmentation INFO: Iters: 90/150000 || Lr: 0.019989 || Task Loss: 2.9332 || KD Loss: 1.4670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.8230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:14 || Estimated Time: 2 days, 13:55:50
2023-07-24 10:49:48,363 semantic_segmentation INFO: Iters: 100/150000 || Lr: 0.019988 || Task Loss: 2.2321 || KD Loss: 1.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.7348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:30 || Estimated Time: 2 days, 14:30:02
2023-07-24 10:50:05,120 semantic_segmentation INFO: Iters: 110/150000 || Lr: 0.019987 || Task Loss: 2.3733 || KD Loss: 1.3564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:47 || Estimated Time: 2 days, 15:06:56
2023-07-24 10:50:22,226 semantic_segmentation INFO: Iters: 120/150000 || Lr: 0.019986 || Task Loss: 2.7405 || KD Loss: 1.6608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:04 || Estimated Time: 2 days, 15:49:24
2023-07-24 10:50:39,379 semantic_segmentation INFO: Iters: 130/150000 || Lr: 0.019985 || Task Loss: 2.7027 || KD Loss: 1.2588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:21 || Estimated Time: 2 days, 16:24:04
2023-07-24 10:50:56,771 semantic_segmentation INFO: Iters: 140/150000 || Lr: 0.019983 || Task Loss: 2.3944 || KD Loss: 1.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:39 || Estimated Time: 2 days, 16:58:41
2023-07-24 10:51:13,851 semantic_segmentation INFO: Iters: 150/150000 || Lr: 0.019982 || Task Loss: 2.0571 || KD Loss: 1.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:56 || Estimated Time: 2 days, 17:22:27
2023-07-24 10:51:31,160 semantic_segmentation INFO: Iters: 160/150000 || Lr: 0.019981 || Task Loss: 2.4858 || KD Loss: 1.3891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:13 || Estimated Time: 2 days, 17:47:54
2023-07-24 10:51:48,561 semantic_segmentation INFO: Iters: 170/150000 || Lr: 0.019980 || Task Loss: 2.2565 || KD Loss: 1.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:30 || Estimated Time: 2 days, 18:10:12
2023-07-24 10:52:05,745 semantic_segmentation INFO: Iters: 180/150000 || Lr: 0.019979 || Task Loss: 1.5680 || KD Loss: 0.8641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:48 || Estimated Time: 2 days, 18:27:51
2023-07-24 10:52:22,990 semantic_segmentation INFO: Iters: 190/150000 || Lr: 0.019977 || Task Loss: 2.2160 || KD Loss: 1.2462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:05 || Estimated Time: 2 days, 18:44:11
2023-07-24 10:52:40,586 semantic_segmentation INFO: Iters: 200/150000 || Lr: 0.019976 || Task Loss: 2.0655 || KD Loss: 1.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:22 || Estimated Time: 2 days, 19:04:14
2023-07-24 10:52:57,989 semantic_segmentation INFO: Iters: 210/150000 || Lr: 0.019975 || Task Loss: 1.4626 || KD Loss: 0.7513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:40 || Estimated Time: 2 days, 19:18:24
2023-07-24 10:53:15,677 semantic_segmentation INFO: Iters: 220/150000 || Lr: 0.019974 || Task Loss: 2.1251 || KD Loss: 1.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:57 || Estimated Time: 2 days, 19:35:28
2023-07-24 10:53:33,033 semantic_segmentation INFO: Iters: 230/150000 || Lr: 0.019973 || Task Loss: 2.3631 || KD Loss: 0.9769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:15 || Estimated Time: 2 days, 19:47:49
2023-07-24 10:53:50,395 semantic_segmentation INFO: Iters: 240/150000 || Lr: 0.019971 || Task Loss: 1.8621 || KD Loss: 0.9276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:32 || Estimated Time: 2 days, 19:57:35
2023-07-24 10:54:07,642 semantic_segmentation INFO: Iters: 250/150000 || Lr: 0.019970 || Task Loss: 2.3939 || KD Loss: 1.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:49 || Estimated Time: 2 days, 20:06:41
2023-07-24 10:54:24,965 semantic_segmentation INFO: Iters: 260/150000 || Lr: 0.019969 || Task Loss: 2.5602 || KD Loss: 1.2747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4486|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:07 || Estimated Time: 2 days, 20:15:43
2023-07-24 10:54:42,142 semantic_segmentation INFO: Iters: 270/150000 || Lr: 0.019968 || Task Loss: 2.2489 || KD Loss: 1.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:24 || Estimated Time: 2 days, 20:22:32
2023-07-24 10:54:59,312 semantic_segmentation INFO: Iters: 280/150000 || Lr: 0.019967 || Task Loss: 2.2714 || KD Loss: 1.2396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:41 || Estimated Time: 2 days, 20:28:42
2023-07-24 10:55:16,321 semantic_segmentation INFO: Iters: 290/150000 || Lr: 0.019965 || Task Loss: 2.2191 || KD Loss: 1.2457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:58 || Estimated Time: 2 days, 20:33:11
2023-07-24 10:55:33,559 semantic_segmentation INFO: Iters: 300/150000 || Lr: 0.019964 || Task Loss: 2.5175 || KD Loss: 1.3886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:15 || Estimated Time: 2 days, 20:39:17
2023-07-24 10:55:50,436 semantic_segmentation INFO: Iters: 310/150000 || Lr: 0.019963 || Task Loss: 1.8230 || KD Loss: 0.9911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:32 || Estimated Time: 2 days, 20:42:09
2023-07-24 10:56:07,451 semantic_segmentation INFO: Iters: 320/150000 || Lr: 0.019962 || Task Loss: 2.6557 || KD Loss: 1.5491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:49 || Estimated Time: 2 days, 20:45:40
2023-07-24 10:56:24,507 semantic_segmentation INFO: Iters: 330/150000 || Lr: 0.019961 || Task Loss: 2.0043 || KD Loss: 0.9340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:06 || Estimated Time: 2 days, 20:49:11
2023-07-24 10:56:41,534 semantic_segmentation INFO: Iters: 340/150000 || Lr: 0.019959 || Task Loss: 2.0729 || KD Loss: 1.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:23 || Estimated Time: 2 days, 20:52:15
2023-07-24 10:56:58,727 semantic_segmentation INFO: Iters: 350/150000 || Lr: 0.019958 || Task Loss: 2.5978 || KD Loss: 1.4093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:41 || Estimated Time: 2 days, 20:56:29
2023-07-24 10:57:16,218 semantic_segmentation INFO: Iters: 360/150000 || Lr: 0.019957 || Task Loss: 2.5284 || KD Loss: 1.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:58 || Estimated Time: 2 days, 21:02:28
2023-07-24 10:57:33,429 semantic_segmentation INFO: Iters: 370/150000 || Lr: 0.019956 || Task Loss: 2.2246 || KD Loss: 1.3152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:15 || Estimated Time: 2 days, 21:06:11
2023-07-24 10:57:50,613 semantic_segmentation INFO: Iters: 380/150000 || Lr: 0.019955 || Task Loss: 2.2139 || KD Loss: 1.1846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:32 || Estimated Time: 2 days, 21:09:33
2023-07-24 10:58:07,843 semantic_segmentation INFO: Iters: 390/150000 || Lr: 0.019953 || Task Loss: 1.9869 || KD Loss: 1.0145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:50 || Estimated Time: 2 days, 21:13:01
2023-07-24 10:58:25,275 semantic_segmentation INFO: Iters: 400/150000 || Lr: 0.019952 || Task Loss: 1.7487 || KD Loss: 0.9919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:07 || Estimated Time: 2 days, 21:17:58
2023-07-24 10:58:42,808 semantic_segmentation INFO: Iters: 410/150000 || Lr: 0.019951 || Task Loss: 2.1438 || KD Loss: 1.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:25 || Estimated Time: 2 days, 21:22:33
2023-07-24 10:59:00,094 semantic_segmentation INFO: Iters: 420/150000 || Lr: 0.019950 || Task Loss: 2.4125 || KD Loss: 1.2285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:42 || Estimated Time: 2 days, 21:26:06
2023-07-24 10:59:17,668 semantic_segmentation INFO: Iters: 430/150000 || Lr: 0.019949 || Task Loss: 1.8289 || KD Loss: 0.8605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:59 || Estimated Time: 2 days, 21:30:34
2023-07-24 10:59:34,906 semantic_segmentation INFO: Iters: 440/150000 || Lr: 0.019947 || Task Loss: 1.7694 || KD Loss: 0.7403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:17 || Estimated Time: 2 days, 21:33:03
2023-07-24 10:59:52,095 semantic_segmentation INFO: Iters: 450/150000 || Lr: 0.019946 || Task Loss: 2.4202 || KD Loss: 1.4676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:34 || Estimated Time: 2 days, 21:35:38
2023-07-24 11:00:09,343 semantic_segmentation INFO: Iters: 460/150000 || Lr: 0.019945 || Task Loss: 2.3764 || KD Loss: 1.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:51 || Estimated Time: 2 days, 21:37:43
2023-07-24 11:00:26,875 semantic_segmentation INFO: Iters: 470/150000 || Lr: 0.019944 || Task Loss: 1.7614 || KD Loss: 0.8194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:09 || Estimated Time: 2 days, 21:41:34
2023-07-24 11:00:43,943 semantic_segmentation INFO: Iters: 480/150000 || Lr: 0.019943 || Task Loss: 1.7110 || KD Loss: 0.9356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:26 || Estimated Time: 2 days, 21:42:43
2023-07-24 11:01:01,145 semantic_segmentation INFO: Iters: 490/150000 || Lr: 0.019941 || Task Loss: 1.5618 || KD Loss: 0.6707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:43 || Estimated Time: 2 days, 21:44:51
2023-07-24 11:01:18,411 semantic_segmentation INFO: Iters: 500/150000 || Lr: 0.019940 || Task Loss: 2.6198 || KD Loss: 1.3330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:00 || Estimated Time: 2 days, 21:46:42
2023-07-24 11:01:35,623 semantic_segmentation INFO: Iters: 510/150000 || Lr: 0.019939 || Task Loss: 2.2995 || KD Loss: 1.1736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:17 || Estimated Time: 2 days, 21:48:25
2023-07-24 11:01:52,933 semantic_segmentation INFO: Iters: 520/150000 || Lr: 0.019938 || Task Loss: 2.4364 || KD Loss: 1.3941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:35 || Estimated Time: 2 days, 21:50:26
2023-07-24 11:02:10,112 semantic_segmentation INFO: Iters: 530/150000 || Lr: 0.019937 || Task Loss: 1.8452 || KD Loss: 0.9784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:52 || Estimated Time: 2 days, 21:51:53
2023-07-24 11:02:27,539 semantic_segmentation INFO: Iters: 540/150000 || Lr: 0.019935 || Task Loss: 1.6528 || KD Loss: 0.9285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:09 || Estimated Time: 2 days, 21:54:21
2023-07-24 11:02:44,978 semantic_segmentation INFO: Iters: 550/150000 || Lr: 0.019934 || Task Loss: 2.2396 || KD Loss: 0.9921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:27 || Estimated Time: 2 days, 21:56:58
2023-07-24 11:03:02,157 semantic_segmentation INFO: Iters: 560/150000 || Lr: 0.019933 || Task Loss: 1.6533 || KD Loss: 0.7365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:44 || Estimated Time: 2 days, 21:57:58
2023-07-24 11:03:19,388 semantic_segmentation INFO: Iters: 570/150000 || Lr: 0.019932 || Task Loss: 2.2814 || KD Loss: 1.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:01 || Estimated Time: 2 days, 21:59:21
2023-07-24 11:03:36,587 semantic_segmentation INFO: Iters: 580/150000 || Lr: 0.019931 || Task Loss: 1.5968 || KD Loss: 0.8897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:18 || Estimated Time: 2 days, 22:00:48
2023-07-24 11:03:53,865 semantic_segmentation INFO: Iters: 590/150000 || Lr: 0.019929 || Task Loss: 2.0752 || KD Loss: 1.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:36 || Estimated Time: 2 days, 22:02:03
2023-07-24 11:04:11,184 semantic_segmentation INFO: Iters: 600/150000 || Lr: 0.019928 || Task Loss: 2.1600 || KD Loss: 0.9695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:53 || Estimated Time: 2 days, 22:03:31
2023-07-24 11:04:28,898 semantic_segmentation INFO: Iters: 610/150000 || Lr: 0.019927 || Task Loss: 2.1472 || KD Loss: 1.2286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:11 || Estimated Time: 2 days, 22:06:42
2023-07-24 11:04:46,007 semantic_segmentation INFO: Iters: 620/150000 || Lr: 0.019926 || Task Loss: 1.5265 || KD Loss: 0.9103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:28 || Estimated Time: 2 days, 22:07:22
2023-07-24 11:05:03,622 semantic_segmentation INFO: Iters: 630/150000 || Lr: 0.019925 || Task Loss: 2.0778 || KD Loss: 1.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:45 || Estimated Time: 2 days, 22:09:48
2023-07-24 11:05:21,061 semantic_segmentation INFO: Iters: 640/150000 || Lr: 0.019923 || Task Loss: 2.2650 || KD Loss: 1.2608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:03 || Estimated Time: 2 days, 22:11:37
2023-07-24 11:05:38,304 semantic_segmentation INFO: Iters: 650/150000 || Lr: 0.019922 || Task Loss: 1.7867 || KD Loss: 0.9519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:20 || Estimated Time: 2 days, 22:12:32
2023-07-24 11:05:55,517 semantic_segmentation INFO: Iters: 660/150000 || Lr: 0.019921 || Task Loss: 1.5501 || KD Loss: 0.7779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:37 || Estimated Time: 2 days, 22:13:23
2023-07-24 11:06:12,809 semantic_segmentation INFO: Iters: 670/150000 || Lr: 0.019920 || Task Loss: 1.9747 || KD Loss: 1.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:55 || Estimated Time: 2 days, 22:14:23
2023-07-24 11:06:30,584 semantic_segmentation INFO: Iters: 680/150000 || Lr: 0.019919 || Task Loss: 2.0737 || KD Loss: 1.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:12 || Estimated Time: 2 days, 22:17:16
2023-07-24 11:06:47,667 semantic_segmentation INFO: Iters: 690/150000 || Lr: 0.019917 || Task Loss: 2.0650 || KD Loss: 1.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:29 || Estimated Time: 2 days, 22:17:24
2023-07-24 11:07:04,838 semantic_segmentation INFO: Iters: 700/150000 || Lr: 0.019916 || Task Loss: 1.8815 || KD Loss: 1.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:47 || Estimated Time: 2 days, 22:17:55
2023-07-24 11:07:22,001 semantic_segmentation INFO: Iters: 710/150000 || Lr: 0.019915 || Task Loss: 1.6297 || KD Loss: 0.7378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:04 || Estimated Time: 2 days, 22:18:25
2023-07-24 11:07:39,066 semantic_segmentation INFO: Iters: 720/150000 || Lr: 0.019914 || Task Loss: 2.3121 || KD Loss: 0.9745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:21 || Estimated Time: 2 days, 22:18:41
2023-07-24 11:07:56,281 semantic_segmentation INFO: Iters: 730/150000 || Lr: 0.019912 || Task Loss: 1.9700 || KD Loss: 1.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:38 || Estimated Time: 2 days, 22:19:14
2023-07-24 11:08:13,453 semantic_segmentation INFO: Iters: 740/150000 || Lr: 0.019911 || Task Loss: 2.7906 || KD Loss: 1.4571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:55 || Estimated Time: 2 days, 22:19:30
2023-07-24 11:08:30,891 semantic_segmentation INFO: Iters: 750/150000 || Lr: 0.019910 || Task Loss: 2.0048 || KD Loss: 0.9424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:13 || Estimated Time: 2 days, 22:20:51
2023-07-24 11:08:47,950 semantic_segmentation INFO: Iters: 760/150000 || Lr: 0.019909 || Task Loss: 2.6172 || KD Loss: 1.4999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:30 || Estimated Time: 2 days, 22:20:52
2023-07-24 11:09:05,162 semantic_segmentation INFO: Iters: 770/150000 || Lr: 0.019908 || Task Loss: 1.6042 || KD Loss: 0.8727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:47 || Estimated Time: 2 days, 22:21:22
2023-07-24 11:09:22,348 semantic_segmentation INFO: Iters: 780/150000 || Lr: 0.019906 || Task Loss: 2.0394 || KD Loss: 0.9925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:04 || Estimated Time: 2 days, 22:21:47
2023-07-24 11:09:39,747 semantic_segmentation INFO: Iters: 790/150000 || Lr: 0.019905 || Task Loss: 2.1534 || KD Loss: 1.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:22 || Estimated Time: 2 days, 22:22:50
2023-07-24 11:09:56,874 semantic_segmentation INFO: Iters: 800/150000 || Lr: 0.019904 || Task Loss: 1.6216 || KD Loss: 0.7354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:39 || Estimated Time: 2 days, 22:22:56
2023-07-24 11:09:57,000 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:09:57,396 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.823, mIoU: 0.039
2023-07-24 11:09:57,416 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.625, mIoU: 0.030
2023-07-24 11:09:57,430 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.726, mIoU: 0.035
2023-07-24 11:09:57,445 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.691, mIoU: 0.033
2023-07-24 11:09:57,462 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.632, mIoU: 0.038
2023-07-24 11:09:57,475 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.637, mIoU: 0.038
2023-07-24 11:09:57,490 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.650, mIoU: 0.039
2023-07-24 11:09:57,505 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.610, mIoU: 0.045
2023-07-24 11:09:57,519 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.635, mIoU: 0.046
2023-07-24 11:09:57,533 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.647, mIoU: 0.048
2023-07-24 11:09:57,547 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.663, mIoU: 0.048
2023-07-24 11:09:57,564 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.687, mIoU: 0.049
2023-07-24 11:09:57,578 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.667, mIoU: 0.048
2023-07-24 11:09:57,593 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.683, mIoU: 0.049
2023-07-24 11:09:57,608 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.688, mIoU: 0.049
2023-07-24 11:09:57,622 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.703, mIoU: 0.050
2023-07-24 11:09:57,638 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.703, mIoU: 0.050
2023-07-24 11:09:57,651 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.706, mIoU: 0.050
2023-07-24 11:09:57,666 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.719, mIoU: 0.051
2023-07-24 11:09:57,683 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.688, mIoU: 0.049
2023-07-24 11:09:57,696 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.692, mIoU: 0.050
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2023-07-24 11:09:57,727 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.690, mIoU: 0.048
2023-07-24 11:09:57,746 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.696, mIoU: 0.048
2023-07-24 11:09:57,762 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.691, mIoU: 0.047
2023-07-24 11:09:57,777 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.696, mIoU: 0.047
2023-07-24 11:09:57,793 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.704, mIoU: 0.047
2023-07-24 11:09:57,810 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.712, mIoU: 0.048
2023-07-24 11:09:57,826 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.709, mIoU: 0.047
2023-07-24 11:09:57,842 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.719, mIoU: 0.048
2023-07-24 11:09:57,858 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.720, mIoU: 0.048
2023-07-24 11:09:57,874 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.714, mIoU: 0.047
2023-07-24 11:09:57,890 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.719, mIoU: 0.048
2023-07-24 11:09:57,906 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.725, mIoU: 0.048
2023-07-24 11:09:57,922 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.726, mIoU: 0.048
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2023-07-24 11:09:57,954 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.726, mIoU: 0.049
2023-07-24 11:09:57,968 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.731, mIoU: 0.049
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2023-07-24 11:09:58,001 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.732, mIoU: 0.049
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2023-07-24 11:09:58,030 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.732, mIoU: 0.048
2023-07-24 11:09:58,044 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.728, mIoU: 0.050
2023-07-24 11:09:58,057 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:09:58,072 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.728, mIoU: 0.050
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2023-07-24 11:09:58,099 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:09:58,115 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.725, mIoU: 0.048
2023-07-24 11:09:58,130 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.724, mIoU: 0.048
2023-07-24 11:09:58,147 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.726, mIoU: 0.049
2023-07-24 11:09:58,164 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.729, mIoU: 0.049
2023-07-24 11:09:58,180 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.734, mIoU: 0.049
2023-07-24 11:09:58,194 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:09:58,211 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.737, mIoU: 0.048
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2023-07-24 11:09:58,241 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.739, mIoU: 0.048
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2023-07-24 11:09:58,307 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.733, mIoU: 0.047
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2023-07-24 11:09:58,339 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:09:58,354 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:09:58,375 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.736, mIoU: 0.047
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2023-07-24 11:09:58,418 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.741, mIoU: 0.046
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2023-07-24 11:09:58,626 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.727, mIoU: 0.045
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2023-07-24 11:09:58,657 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.724, mIoU: 0.044
2023-07-24 11:09:58,676 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.723, mIoU: 0.044
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2023-07-24 11:09:58,742 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.726, mIoU: 0.044
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2023-07-24 11:09:58,786 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.725, mIoU: 0.044
2023-07-24 11:09:58,804 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.723, mIoU: 0.044
2023-07-24 11:09:58,818 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.722, mIoU: 0.044
2023-07-24 11:09:58,833 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.718, mIoU: 0.044
2023-07-24 11:09:58,849 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.717, mIoU: 0.044
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2023-07-24 11:09:59,208 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.720, mIoU: 0.043
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2023-07-24 11:10:03,810 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.743, mIoU: 0.047
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2023-07-24 11:10:03,935 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.744, mIoU: 0.047
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2023-07-24 11:10:04,127 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:04,281 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:04,294 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:04,324 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:04,372 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.740, mIoU: 0.047
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2023-07-24 11:10:04,431 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.739, mIoU: 0.047
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2023-07-24 11:10:04,488 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:04,503 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:04,518 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.740, mIoU: 0.047
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2023-07-24 11:10:04,694 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.738, mIoU: 0.047
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2023-07-24 11:10:04,886 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.740, mIoU: 0.047
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2023-07-24 11:10:05,057 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,071 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,086 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,101 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,116 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.738, mIoU: 0.047
2023-07-24 11:10:05,131 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,144 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,159 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:05,174 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:05,187 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:05,203 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.739, mIoU: 0.047
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2023-07-24 11:10:05,288 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.737, mIoU: 0.047
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2023-07-24 11:10:05,436 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.738, mIoU: 0.047
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2023-07-24 11:10:05,464 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.739, mIoU: 0.047
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2023-07-24 11:10:05,538 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.740, mIoU: 0.047
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2023-07-24 11:10:05,568 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:05,581 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.739, mIoU: 0.047
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2023-07-24 11:10:06,491 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.740, mIoU: 0.046
2023-07-24 11:10:06,506 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:06,521 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:06,535 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.740, mIoU: 0.046
2023-07-24 11:10:06,549 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:06,564 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:06,578 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:06,593 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.740, mIoU: 0.046
2023-07-24 11:10:06,609 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.740, mIoU: 0.046
2023-07-24 11:10:06,624 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,640 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,655 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,670 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.738, mIoU: 0.047
2023-07-24 11:10:06,685 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:06,700 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:06,715 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:06,730 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:06,749 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:06,764 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:06,780 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:06,793 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:06,806 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.738, mIoU: 0.047
2023-07-24 11:10:06,822 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.738, mIoU: 0.047
2023-07-24 11:10:06,836 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.738, mIoU: 0.047
2023-07-24 11:10:06,851 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,865 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,879 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,894 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,912 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:06,927 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:06,943 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:06,956 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:06,970 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:06,983 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:06,998 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,013 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,029 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,044 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,059 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,074 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,087 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,102 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,117 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,130 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,143 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,157 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,173 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,188 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,201 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:07,216 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,232 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,247 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,260 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,273 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,283 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,298 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.742, mIoU: 0.047
2023-07-24 11:10:07,313 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.741, mIoU: 0.047
2023-07-24 11:10:07,327 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.742, mIoU: 0.047
2023-07-24 11:10:07,345 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.742, mIoU: 0.047
2023-07-24 11:10:07,360 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.742, mIoU: 0.047
2023-07-24 11:10:07,375 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.742, mIoU: 0.047
2023-07-24 11:10:07,395 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:07,410 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:07,423 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:07,438 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:07,452 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:07,467 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,482 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,496 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,509 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,522 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,537 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,550 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,563 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,577 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,591 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.741, mIoU: 0.048
2023-07-24 11:10:07,607 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,622 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,636 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.742, mIoU: 0.048
2023-07-24 11:10:07,650 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,664 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,680 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,695 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,711 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,726 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,741 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,756 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,770 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,785 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,801 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,818 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,834 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,849 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,865 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,878 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.743, mIoU: 0.048
2023-07-24 11:10:07,892 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,905 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,920 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,939 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,952 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,965 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.744, mIoU: 0.048
2023-07-24 11:10:07,980 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:07,995 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,010 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,026 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,041 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,055 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,070 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,084 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,101 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,117 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,131 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,148 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,161 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,177 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,194 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,206 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,220 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,236 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,253 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,269 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,284 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,301 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,314 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,328 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,341 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,356 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,373 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,386 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,401 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,415 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,431 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,446 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,461 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,474 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,490 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,506 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,520 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,535 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,551 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,567 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,581 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:08,597 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,613 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,630 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,643 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,657 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,670 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,686 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,699 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,712 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,727 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,742 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:08,754 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,770 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,786 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,801 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,818 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,831 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,844 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,858 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,872 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,885 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:08,899 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.746, mIoU: 0.048
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2023-07-24 11:10:09,030 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.746, mIoU: 0.048
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2023-07-24 11:10:09,061 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.746, mIoU: 0.048
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2023-07-24 11:10:09,133 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,149 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,166 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,180 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,195 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,209 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,222 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.747, mIoU: 0.048
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2023-07-24 11:10:09,266 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,281 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,294 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,310 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,323 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,338 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,351 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,366 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,381 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,395 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,410 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,425 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,440 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,455 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,470 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,485 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,499 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,514 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,530 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,544 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,557 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,570 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,584 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,601 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,616 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,633 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,648 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,661 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,676 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,693 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,708 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,722 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,738 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,753 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,767 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,782 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,798 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,813 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,827 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:09,839 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,856 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,871 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,886 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,899 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,914 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,929 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,945 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,960 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,973 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:09,988 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,001 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,015 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,029 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,042 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,058 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,072 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,087 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,103 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,118 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,133 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,148 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,163 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,178 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,194 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:10,209 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,225 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,241 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,253 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,268 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,280 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,296 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,311 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,328 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,342 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,357 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,372 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,387 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,403 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,419 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,433 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,449 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,464 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,479 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,493 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,508 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,523 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,540 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,553 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,568 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,583 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,596 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,610 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,626 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,640 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,655 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,668 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,683 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,699 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,715 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,730 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,747 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,762 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,777 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,790 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,805 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,819 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,833 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,849 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,864 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,879 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:10,898 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,911 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,924 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,941 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,956 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,970 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,985 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:10,998 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,013 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,028 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,044 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,059 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,074 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,083 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,100 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,116 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,129 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,145 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,160 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,176 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,189 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,205 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,220 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,236 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,252 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,267 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,284 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,299 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,312 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,327 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.751, mIoU: 0.048
2023-07-24 11:10:11,342 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.751, mIoU: 0.048
2023-07-24 11:10:11,356 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,369 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:11,383 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,399 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,414 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,424 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,437 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,450 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,462 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,475 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,490 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,505 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,520 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,534 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,547 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,562 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,575 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,590 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,603 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,618 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,634 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,649 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,663 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,675 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,688 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,703 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,718 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,733 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,748 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,762 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,774 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,787 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.749, mIoU: 0.049
2023-07-24 11:10:11,800 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,812 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,827 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:11,840 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,855 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,871 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,887 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,901 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,917 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,932 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,948 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,964 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,978 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:11,994 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,009 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,025 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,038 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,052 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,067 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,081 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,097 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,109 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,124 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,138 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,156 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,171 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,184 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,199 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,213 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,228 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,242 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,255 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:12,269 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:12,283 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:12,299 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,315 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.750, mIoU: 0.048
2023-07-24 11:10:12,330 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,346 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,362 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,378 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,393 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,406 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.749, mIoU: 0.048
2023-07-24 11:10:12,422 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,434 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,448 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,463 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,477 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,492 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,507 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.748, mIoU: 0.048
2023-07-24 11:10:12,522 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,537 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,552 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,567 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,582 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,594 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,609 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,621 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,636 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,650 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,663 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,677 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,690 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,705 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,720 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,736 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,751 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,767 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,780 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,793 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,808 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,822 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,835 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,851 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,867 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.747, mIoU: 0.048
2023-07-24 11:10:12,882 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,895 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,908 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,923 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,939 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.746, mIoU: 0.048
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2023-07-24 11:10:12,981 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:12,996 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,011 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,026 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,041 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,056 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,071 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,085 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,100 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,116 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.746, mIoU: 0.048
2023-07-24 11:10:13,131 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.746, mIoU: 0.047
2023-07-24 11:10:13,145 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.745, mIoU: 0.047
2023-07-24 11:10:13,161 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.745, mIoU: 0.047
2023-07-24 11:10:13,174 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.745, mIoU: 0.047
2023-07-24 11:10:13,189 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:13,205 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:13,221 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:13,233 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.745, mIoU: 0.048
2023-07-24 11:10:13,248 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.744, mIoU: 0.047
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2023-07-24 11:10:13,322 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.744, mIoU: 0.048
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2023-07-24 11:10:13,596 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:13,611 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:13,626 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:13,643 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.743, mIoU: 0.047
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2023-07-24 11:10:13,674 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:13,689 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.743, mIoU: 0.047
2023-07-24 11:10:13,702 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.743, mIoU: 0.047
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2023-07-24 11:10:13,732 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:13,774 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:13,804 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.742, mIoU: 0.047
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2023-07-24 11:10:14,010 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.741, mIoU: 0.047
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2023-07-24 11:10:14,978 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:14,991 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,006 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.740, mIoU: 0.047
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2023-07-24 11:10:15,032 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,048 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,063 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,076 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,092 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.740, mIoU: 0.047
2023-07-24 11:10:15,108 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,123 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,134 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,149 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,164 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,177 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,192 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,208 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,224 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,237 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,250 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,266 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,280 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,295 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,309 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,325 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,338 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.739, mIoU: 0.047
2023-07-24 11:10:15,352 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.739, mIoU: 0.047
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2023-07-24 11:10:15,381 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,396 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,411 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,429 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,442 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,457 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,471 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,486 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,501 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,513 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:15,526 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:15,573 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,586 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,599 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,614 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,629 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,643 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:15,671 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,687 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:15,792 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,805 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:15,835 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,850 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,865 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,880 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:15,895 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:15,910 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:15,939 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:15,955 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:15,970 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:15,984 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,000 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,016 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,029 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,042 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.738, mIoU: 0.046
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2023-07-24 11:10:16,315 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.738, mIoU: 0.046
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2023-07-24 11:10:16,371 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,386 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,401 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:16,416 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.739, mIoU: 0.046
2023-07-24 11:10:16,429 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:16,459 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,473 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:16,488 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.739, mIoU: 0.046
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2023-07-24 11:10:16,519 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.738, mIoU: 0.046
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2023-07-24 11:10:16,578 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.738, mIoU: 0.046
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2023-07-24 11:10:16,801 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.738, mIoU: 0.047
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2023-07-24 11:10:16,829 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.738, mIoU: 0.047
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2023-07-24 11:10:17,776 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,791 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,805 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,820 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,835 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,850 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,865 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,878 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,893 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,906 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,921 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,936 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,952 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,966 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,980 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:17,995 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,010 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,025 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,041 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,056 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,071 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,086 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,100 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,115 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,128 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,143 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,159 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,174 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,189 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,204 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,219 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,230 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,245 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,259 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,274 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,288 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,303 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,318 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,331 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,346 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,362 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,377 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,392 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,405 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,420 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,435 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,448 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,464 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,479 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,492 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,507 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,520 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,534 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,549 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,564 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,576 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,591 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,606 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,620 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,636 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:18,649 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,664 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,680 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.738, mIoU: 0.046
2023-07-24 11:10:18,697 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.737, mIoU: 0.046
2023-07-24 11:10:35,720 semantic_segmentation INFO: Iters: 810/150000 || Lr: 0.019903 || Task Loss: 1.3216 || KD Loss: 0.6619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:18 || Estimated Time: 2 days, 23:29:51
2023-07-24 11:10:52,791 semantic_segmentation INFO: Iters: 820/150000 || Lr: 0.019902 || Task Loss: 1.9065 || KD Loss: 0.9421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:35 || Estimated Time: 2 days, 23:29:04
2023-07-24 11:11:10,185 semantic_segmentation INFO: Iters: 830/150000 || Lr: 0.019900 || Task Loss: 1.6251 || KD Loss: 0.8439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:52 || Estimated Time: 2 days, 23:29:16
2023-07-24 11:11:27,758 semantic_segmentation INFO: Iters: 840/150000 || Lr: 0.019899 || Task Loss: 1.7881 || KD Loss: 0.8783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:10 || Estimated Time: 2 days, 23:29:47
2023-07-24 11:11:45,015 semantic_segmentation INFO: Iters: 850/150000 || Lr: 0.019898 || Task Loss: 1.7963 || KD Loss: 1.0154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:27 || Estimated Time: 2 days, 23:29:05
2023-07-24 11:12:02,222 semantic_segmentation INFO: Iters: 860/150000 || Lr: 0.019897 || Task Loss: 2.6082 || KD Loss: 1.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:44 || Estimated Time: 2 days, 23:29:02
2023-07-24 11:12:19,604 semantic_segmentation INFO: Iters: 870/150000 || Lr: 0.019896 || Task Loss: 1.7379 || KD Loss: 0.8705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:01 || Estimated Time: 2 days, 23:29:06
2023-07-24 11:12:36,842 semantic_segmentation INFO: Iters: 880/150000 || Lr: 0.019894 || Task Loss: 1.8638 || KD Loss: 0.9709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:19 || Estimated Time: 2 days, 23:28:56
2023-07-24 11:12:54,419 semantic_segmentation INFO: Iters: 890/150000 || Lr: 0.019893 || Task Loss: 2.1479 || KD Loss: 1.2207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:36 || Estimated Time: 2 days, 23:29:23
2023-07-24 11:13:11,853 semantic_segmentation INFO: Iters: 900/150000 || Lr: 0.019892 || Task Loss: 1.8899 || KD Loss: 0.8389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:54 || Estimated Time: 2 days, 23:29:36
2023-07-24 11:13:29,358 semantic_segmentation INFO: Iters: 910/150000 || Lr: 0.019891 || Task Loss: 1.6199 || KD Loss: 0.8357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:11 || Estimated Time: 2 days, 23:29:49
2023-07-24 11:13:46,445 semantic_segmentation INFO: Iters: 920/150000 || Lr: 0.019890 || Task Loss: 2.5078 || KD Loss: 1.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:28 || Estimated Time: 2 days, 23:29:11
2023-07-24 11:14:03,620 semantic_segmentation INFO: Iters: 930/150000 || Lr: 0.019888 || Task Loss: 2.4062 || KD Loss: 1.3155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:45 || Estimated Time: 2 days, 23:28:41
2023-07-24 11:14:21,063 semantic_segmentation INFO: Iters: 940/150000 || Lr: 0.019887 || Task Loss: 2.8892 || KD Loss: 1.5598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:03 || Estimated Time: 2 days, 23:28:53
2023-07-24 11:14:38,469 semantic_segmentation INFO: Iters: 950/150000 || Lr: 0.019886 || Task Loss: 1.5339 || KD Loss: 0.7123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:20 || Estimated Time: 2 days, 23:28:51
2023-07-24 11:14:55,477 semantic_segmentation INFO: Iters: 960/150000 || Lr: 0.019885 || Task Loss: 2.2739 || KD Loss: 1.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:37 || Estimated Time: 2 days, 23:28:08
2023-07-24 11:15:12,661 semantic_segmentation INFO: Iters: 970/150000 || Lr: 0.019884 || Task Loss: 2.0108 || KD Loss: 1.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2506|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:54 || Estimated Time: 2 days, 23:27:29
2023-07-24 11:15:30,054 semantic_segmentation INFO: Iters: 980/150000 || Lr: 0.019882 || Task Loss: 1.9712 || KD Loss: 1.0157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:12 || Estimated Time: 2 days, 23:27:33
2023-07-24 11:15:47,267 semantic_segmentation INFO: Iters: 990/150000 || Lr: 0.019881 || Task Loss: 1.8810 || KD Loss: 1.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:29 || Estimated Time: 2 days, 23:27:08
2023-07-24 11:16:04,497 semantic_segmentation INFO: Iters: 1000/150000 || Lr: 0.019880 || Task Loss: 2.2209 || KD Loss: 1.3186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:46 || Estimated Time: 2 days, 23:26:51
2023-07-24 11:16:21,780 semantic_segmentation INFO: Iters: 1010/150000 || Lr: 0.019879 || Task Loss: 2.1120 || KD Loss: 0.9872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:04 || Estimated Time: 2 days, 23:26:33
2023-07-24 11:16:39,033 semantic_segmentation INFO: Iters: 1020/150000 || Lr: 0.019878 || Task Loss: 2.3307 || KD Loss: 1.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:21 || Estimated Time: 2 days, 23:26:13
2023-07-24 11:16:56,758 semantic_segmentation INFO: Iters: 1030/150000 || Lr: 0.019876 || Task Loss: 2.2267 || KD Loss: 1.1987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:39 || Estimated Time: 2 days, 23:27:03
2023-07-24 11:17:13,821 semantic_segmentation INFO: Iters: 1040/150000 || Lr: 0.019875 || Task Loss: 2.3827 || KD Loss: 1.2122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:56 || Estimated Time: 2 days, 23:26:17
2023-07-24 11:17:31,119 semantic_segmentation INFO: Iters: 1050/150000 || Lr: 0.019874 || Task Loss: 2.2266 || KD Loss: 1.2715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2429|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:13 || Estimated Time: 2 days, 23:26:02
2023-07-24 11:17:48,313 semantic_segmentation INFO: Iters: 1060/150000 || Lr: 0.019873 || Task Loss: 1.7224 || KD Loss: 0.8056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:30 || Estimated Time: 2 days, 23:25:45
2023-07-24 11:18:05,590 semantic_segmentation INFO: Iters: 1070/150000 || Lr: 0.019872 || Task Loss: 2.0589 || KD Loss: 1.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:47 || Estimated Time: 2 days, 23:25:24
2023-07-24 11:18:22,808 semantic_segmentation INFO: Iters: 1080/150000 || Lr: 0.019870 || Task Loss: 1.8415 || KD Loss: 1.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2393|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:05 || Estimated Time: 2 days, 23:24:59
2023-07-24 11:18:39,965 semantic_segmentation INFO: Iters: 1090/150000 || Lr: 0.019869 || Task Loss: 1.8578 || KD Loss: 0.8705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:22 || Estimated Time: 2 days, 23:24:31
2023-07-24 11:18:57,166 semantic_segmentation INFO: Iters: 1100/150000 || Lr: 0.019868 || Task Loss: 1.5662 || KD Loss: 0.7556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:39 || Estimated Time: 2 days, 23:24:05
2023-07-24 11:19:14,354 semantic_segmentation INFO: Iters: 1110/150000 || Lr: 0.019867 || Task Loss: 1.5853 || KD Loss: 0.8234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2448|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:56 || Estimated Time: 2 days, 23:23:36
2023-07-24 11:19:31,739 semantic_segmentation INFO: Iters: 1120/150000 || Lr: 0.019866 || Task Loss: 2.4298 || KD Loss: 1.3882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2402|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:14 || Estimated Time: 2 days, 23:23:15
2023-07-24 11:19:48,942 semantic_segmentation INFO: Iters: 1130/150000 || Lr: 0.019864 || Task Loss: 2.0662 || KD Loss: 1.0018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2481|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:31 || Estimated Time: 2 days, 23:23:14
2023-07-24 11:20:06,094 semantic_segmentation INFO: Iters: 1140/150000 || Lr: 0.019863 || Task Loss: 1.2416 || KD Loss: 0.6050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2513|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:48 || Estimated Time: 2 days, 23:22:36
2023-07-24 11:20:23,714 semantic_segmentation INFO: Iters: 1150/150000 || Lr: 0.019862 || Task Loss: 2.1063 || KD Loss: 1.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:05 || Estimated Time: 2 days, 23:23:06
2023-07-24 11:20:40,844 semantic_segmentation INFO: Iters: 1160/150000 || Lr: 0.019861 || Task Loss: 2.3610 || KD Loss: 1.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:23 || Estimated Time: 2 days, 23:22:32
2023-07-24 11:20:58,168 semantic_segmentation INFO: Iters: 1170/150000 || Lr: 0.019860 || Task Loss: 2.0545 || KD Loss: 1.0042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:40 || Estimated Time: 2 days, 23:22:27
2023-07-24 11:21:15,554 semantic_segmentation INFO: Iters: 1180/150000 || Lr: 0.019858 || Task Loss: 2.1363 || KD Loss: 1.1726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2381|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:57 || Estimated Time: 2 days, 23:22:18
2023-07-24 11:21:32,832 semantic_segmentation INFO: Iters: 1190/150000 || Lr: 0.019857 || Task Loss: 1.8788 || KD Loss: 0.9463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2447|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:15 || Estimated Time: 2 days, 23:22:07
2023-07-24 11:21:49,951 semantic_segmentation INFO: Iters: 1200/150000 || Lr: 0.019856 || Task Loss: 1.8237 || KD Loss: 0.8275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:32 || Estimated Time: 2 days, 23:21:27
2023-07-24 11:22:07,339 semantic_segmentation INFO: Iters: 1210/150000 || Lr: 0.019855 || Task Loss: 2.2453 || KD Loss: 1.2628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2502|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:49 || Estimated Time: 2 days, 23:21:26
2023-07-24 11:22:24,389 semantic_segmentation INFO: Iters: 1220/150000 || Lr: 0.019854 || Task Loss: 1.4621 || KD Loss: 0.6470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:06 || Estimated Time: 2 days, 23:20:41
2023-07-24 11:22:41,773 semantic_segmentation INFO: Iters: 1230/150000 || Lr: 0.019852 || Task Loss: 1.6666 || KD Loss: 0.8493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:24 || Estimated Time: 2 days, 23:20:34
2023-07-24 11:22:58,800 semantic_segmentation INFO: Iters: 1240/150000 || Lr: 0.019851 || Task Loss: 2.1374 || KD Loss: 1.1663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:41 || Estimated Time: 2 days, 23:19:52
2023-07-24 11:23:15,972 semantic_segmentation INFO: Iters: 1250/150000 || Lr: 0.019850 || Task Loss: 1.7099 || KD Loss: 0.8336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2529|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:58 || Estimated Time: 2 days, 23:19:26
2023-07-24 11:23:33,224 semantic_segmentation INFO: Iters: 1260/150000 || Lr: 0.019849 || Task Loss: 1.7598 || KD Loss: 0.8336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2522|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:15 || Estimated Time: 2 days, 23:19:07
2023-07-24 11:23:50,624 semantic_segmentation INFO: Iters: 1270/150000 || Lr: 0.019848 || Task Loss: 1.3537 || KD Loss: 0.6901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:32 || Estimated Time: 2 days, 23:19:08
2023-07-24 11:24:07,685 semantic_segmentation INFO: Iters: 1280/150000 || Lr: 0.019846 || Task Loss: 1.9373 || KD Loss: 0.8839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:49 || Estimated Time: 2 days, 23:18:26
2023-07-24 11:24:24,895 semantic_segmentation INFO: Iters: 1290/150000 || Lr: 0.019845 || Task Loss: 1.7543 || KD Loss: 0.9087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:07 || Estimated Time: 2 days, 23:18:03
2023-07-24 11:24:42,192 semantic_segmentation INFO: Iters: 1300/150000 || Lr: 0.019844 || Task Loss: 1.7789 || KD Loss: 0.8698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:24 || Estimated Time: 2 days, 23:17:49
2023-07-24 11:24:59,227 semantic_segmentation INFO: Iters: 1310/150000 || Lr: 0.019843 || Task Loss: 2.0503 || KD Loss: 0.9515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:41 || Estimated Time: 2 days, 23:17:05
2023-07-24 11:25:16,899 semantic_segmentation INFO: Iters: 1320/150000 || Lr: 0.019842 || Task Loss: 1.6390 || KD Loss: 0.7979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2486|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:59 || Estimated Time: 2 days, 23:17:36
2023-07-24 11:25:34,040 semantic_segmentation INFO: Iters: 1330/150000 || Lr: 0.019840 || Task Loss: 1.5958 || KD Loss: 0.7655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:16 || Estimated Time: 2 days, 23:17:11
2023-07-24 11:25:51,412 semantic_segmentation INFO: Iters: 1340/150000 || Lr: 0.019839 || Task Loss: 3.0998 || KD Loss: 1.3568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2517|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:33 || Estimated Time: 2 days, 23:16:59
2023-07-24 11:26:08,718 semantic_segmentation INFO: Iters: 1350/150000 || Lr: 0.019838 || Task Loss: 1.6019 || KD Loss: 0.7022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:51 || Estimated Time: 2 days, 23:16:50
2023-07-24 11:26:25,842 semantic_segmentation INFO: Iters: 1360/150000 || Lr: 0.019837 || Task Loss: 1.7071 || KD Loss: 0.7685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:08 || Estimated Time: 2 days, 23:16:21
2023-07-24 11:26:43,267 semantic_segmentation INFO: Iters: 1370/150000 || Lr: 0.019836 || Task Loss: 1.5251 || KD Loss: 0.8369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:25 || Estimated Time: 2 days, 23:16:21
2023-07-24 11:27:00,604 semantic_segmentation INFO: Iters: 1380/150000 || Lr: 0.019834 || Task Loss: 1.7267 || KD Loss: 0.9046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:42 || Estimated Time: 2 days, 23:16:07
2023-07-24 11:27:17,682 semantic_segmentation INFO: Iters: 1390/150000 || Lr: 0.019833 || Task Loss: 1.8872 || KD Loss: 1.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:59 || Estimated Time: 2 days, 23:15:28
2023-07-24 11:27:34,843 semantic_segmentation INFO: Iters: 1400/150000 || Lr: 0.019832 || Task Loss: 2.1997 || KD Loss: 1.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:17 || Estimated Time: 2 days, 23:15:00
2023-07-24 11:27:52,214 semantic_segmentation INFO: Iters: 1410/150000 || Lr: 0.019831 || Task Loss: 2.0038 || KD Loss: 0.9976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:34 || Estimated Time: 2 days, 23:14:54
2023-07-24 11:28:09,370 semantic_segmentation INFO: Iters: 1420/150000 || Lr: 0.019830 || Task Loss: 2.8819 || KD Loss: 1.4808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:51 || Estimated Time: 2 days, 23:14:27
2023-07-24 11:28:26,497 semantic_segmentation INFO: Iters: 1430/150000 || Lr: 0.019828 || Task Loss: 2.0609 || KD Loss: 0.9827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:08 || Estimated Time: 2 days, 23:13:59
2023-07-24 11:28:43,671 semantic_segmentation INFO: Iters: 1440/150000 || Lr: 0.019827 || Task Loss: 1.5617 || KD Loss: 0.8100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:25 || Estimated Time: 2 days, 23:13:35
2023-07-24 11:29:01,162 semantic_segmentation INFO: Iters: 1450/150000 || Lr: 0.019826 || Task Loss: 2.2116 || KD Loss: 1.2483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:43 || Estimated Time: 2 days, 23:13:37
2023-07-24 11:29:18,269 semantic_segmentation INFO: Iters: 1460/150000 || Lr: 0.019825 || Task Loss: 1.6128 || KD Loss: 0.7756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:00 || Estimated Time: 2 days, 23:13:02
2023-07-24 11:29:35,566 semantic_segmentation INFO: Iters: 1470/150000 || Lr: 0.019824 || Task Loss: 1.7762 || KD Loss: 0.8524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2454|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:17 || Estimated Time: 2 days, 23:12:49
2023-07-24 11:29:52,671 semantic_segmentation INFO: Iters: 1480/150000 || Lr: 0.019822 || Task Loss: 1.8944 || KD Loss: 0.8234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:34 || Estimated Time: 2 days, 23:12:16
2023-07-24 11:30:09,696 semantic_segmentation INFO: Iters: 1490/150000 || Lr: 0.019821 || Task Loss: 2.2240 || KD Loss: 1.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:51 || Estimated Time: 2 days, 23:11:35
2023-07-24 11:30:27,176 semantic_segmentation INFO: Iters: 1500/150000 || Lr: 0.019820 || Task Loss: 1.7997 || KD Loss: 0.9926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:09 || Estimated Time: 2 days, 23:11:41
2023-07-24 11:30:44,366 semantic_segmentation INFO: Iters: 1510/150000 || Lr: 0.019819 || Task Loss: 1.6014 || KD Loss: 0.7680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:26 || Estimated Time: 2 days, 23:11:17
2023-07-24 11:31:01,510 semantic_segmentation INFO: Iters: 1520/150000 || Lr: 0.019818 || Task Loss: 1.6713 || KD Loss: 0.6978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:43 || Estimated Time: 2 days, 23:10:53
2023-07-24 11:31:18,600 semantic_segmentation INFO: Iters: 1530/150000 || Lr: 0.019816 || Task Loss: 1.6925 || KD Loss: 0.7790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:00 || Estimated Time: 2 days, 23:10:15
2023-07-24 11:31:35,950 semantic_segmentation INFO: Iters: 1540/150000 || Lr: 0.019815 || Task Loss: 1.8165 || KD Loss: 1.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:18 || Estimated Time: 2 days, 23:10:09
2023-07-24 11:31:53,080 semantic_segmentation INFO: Iters: 1550/150000 || Lr: 0.019814 || Task Loss: 1.9105 || KD Loss: 0.8999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:35 || Estimated Time: 2 days, 23:09:37
2023-07-24 11:32:10,305 semantic_segmentation INFO: Iters: 1560/150000 || Lr: 0.019813 || Task Loss: 1.4874 || KD Loss: 0.7791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:52 || Estimated Time: 2 days, 23:09:15
2023-07-24 11:32:27,491 semantic_segmentation INFO: Iters: 1570/150000 || Lr: 0.019812 || Task Loss: 1.4508 || KD Loss: 0.7713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:09 || Estimated Time: 2 days, 23:08:52
2023-07-24 11:32:44,529 semantic_segmentation INFO: Iters: 1580/150000 || Lr: 0.019810 || Task Loss: 2.1397 || KD Loss: 0.9426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:26 || Estimated Time: 2 days, 23:08:20
2023-07-24 11:33:01,711 semantic_segmentation INFO: Iters: 1590/150000 || Lr: 0.019809 || Task Loss: 1.7979 || KD Loss: 0.8512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:43 || Estimated Time: 2 days, 23:07:51
2023-07-24 11:33:18,819 semantic_segmentation INFO: Iters: 1600/150000 || Lr: 0.019808 || Task Loss: 2.1553 || KD Loss: 1.2962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:01 || Estimated Time: 2 days, 23:07:20
2023-07-24 11:33:18,934 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:33:19,318 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.823, mIoU: 0.039
2023-07-24 11:33:19,339 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.625, mIoU: 0.030
2023-07-24 11:33:19,355 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.726, mIoU: 0.035
2023-07-24 11:33:19,369 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.691, mIoU: 0.033
2023-07-24 11:33:19,382 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.632, mIoU: 0.030
2023-07-24 11:33:19,394 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.637, mIoU: 0.031
2023-07-24 11:33:19,409 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.650, mIoU: 0.031
2023-07-24 11:33:19,424 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.590, mIoU: 0.030
2023-07-24 11:33:19,437 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.618, mIoU: 0.031
2023-07-24 11:33:19,452 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.619, mIoU: 0.031
2023-07-24 11:33:19,467 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.638, mIoU: 0.032
2023-07-24 11:33:19,482 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.665, mIoU: 0.033
2023-07-24 11:33:19,495 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.646, mIoU: 0.032
2023-07-24 11:33:19,509 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.663, mIoU: 0.033
2023-07-24 11:33:19,524 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.670, mIoU: 0.033
2023-07-24 11:33:19,537 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.686, mIoU: 0.034
2023-07-24 11:33:19,547 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.687, mIoU: 0.034
2023-07-24 11:33:19,560 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.691, mIoU: 0.034
2023-07-24 11:33:19,575 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.704, mIoU: 0.035
2023-07-24 11:33:19,591 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.675, mIoU: 0.033
2023-07-24 11:33:19,606 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.679, mIoU: 0.033
2023-07-24 11:33:19,621 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.689, mIoU: 0.034
2023-07-24 11:33:19,637 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.678, mIoU: 0.033
2023-07-24 11:33:19,653 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.684, mIoU: 0.033
2023-07-24 11:33:19,668 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.680, mIoU: 0.033
2023-07-24 11:33:19,683 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.685, mIoU: 0.033
2023-07-24 11:33:19,698 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.694, mIoU: 0.034
2023-07-24 11:33:19,709 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.702, mIoU: 0.034
2023-07-24 11:33:19,724 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.699, mIoU: 0.034
2023-07-24 11:33:19,739 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.710, mIoU: 0.034
2023-07-24 11:33:19,753 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.711, mIoU: 0.034
2023-07-24 11:33:19,769 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.704, mIoU: 0.034
2023-07-24 11:33:19,784 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.710, mIoU: 0.034
2023-07-24 11:33:19,799 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.716, mIoU: 0.035
2023-07-24 11:33:19,814 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.710, mIoU: 0.034
2023-07-24 11:33:19,830 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.704, mIoU: 0.034
2023-07-24 11:33:19,844 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.709, mIoU: 0.034
2023-07-24 11:33:19,858 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.715, mIoU: 0.035
2023-07-24 11:33:19,876 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.714, mIoU: 0.035
2023-07-24 11:33:19,890 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.716, mIoU: 0.035
2023-07-24 11:33:19,904 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.709, mIoU: 0.034
2023-07-24 11:33:19,919 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.716, mIoU: 0.035
2023-07-24 11:33:19,935 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.712, mIoU: 0.035
2023-07-24 11:33:19,949 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.714, mIoU: 0.035
2023-07-24 11:33:19,965 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.711, mIoU: 0.035
2023-07-24 11:33:19,981 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.715, mIoU: 0.035
2023-07-24 11:33:19,994 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.716, mIoU: 0.035
2023-07-24 11:33:20,007 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.709, mIoU: 0.035
2023-07-24 11:33:20,022 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.709, mIoU: 0.035
2023-07-24 11:33:20,038 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.711, mIoU: 0.035
2023-07-24 11:33:20,055 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.714, mIoU: 0.035
2023-07-24 11:33:20,070 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.718, mIoU: 0.035
2023-07-24 11:33:20,083 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.722, mIoU: 0.035
2023-07-24 11:33:20,099 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.721, mIoU: 0.035
2023-07-24 11:33:20,115 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.723, mIoU: 0.035
2023-07-24 11:33:20,128 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.724, mIoU: 0.035
2023-07-24 11:33:20,143 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.724, mIoU: 0.035
2023-07-24 11:33:20,160 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.730, mIoU: 0.035
2023-07-24 11:33:20,173 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.729, mIoU: 0.035
2023-07-24 11:33:20,188 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.719, mIoU: 0.037
2023-07-24 11:33:20,202 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.719, mIoU: 0.040
2023-07-24 11:33:20,217 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.723, mIoU: 0.040
2023-07-24 11:33:20,231 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.726, mIoU: 0.040
2023-07-24 11:33:20,250 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.724, mIoU: 0.040
2023-07-24 11:33:20,264 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.726, mIoU: 0.040
2023-07-24 11:33:20,280 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.726, mIoU: 0.040
2023-07-24 11:33:20,296 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.730, mIoU: 0.040
2023-07-24 11:33:20,309 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.730, mIoU: 0.040
2023-07-24 11:33:20,325 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.731, mIoU: 0.041
2023-07-24 11:33:20,341 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.729, mIoU: 0.041
2023-07-24 11:33:20,357 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.730, mIoU: 0.041
2023-07-24 11:33:20,371 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.732, mIoU: 0.044
2023-07-24 11:33:20,387 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.731, mIoU: 0.044
2023-07-24 11:33:20,403 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.735, mIoU: 0.044
2023-07-24 11:33:20,418 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.729, mIoU: 0.043
2023-07-24 11:33:20,433 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.733, mIoU: 0.043
2023-07-24 11:33:20,448 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.732, mIoU: 0.043
2023-07-24 11:33:20,457 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.732, mIoU: 0.043
2023-07-24 11:33:20,473 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.728, mIoU: 0.042
2023-07-24 11:33:20,489 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.729, mIoU: 0.045
2023-07-24 11:33:20,502 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:20,517 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.718, mIoU: 0.045
2023-07-24 11:33:20,532 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.718, mIoU: 0.046
2023-07-24 11:33:20,547 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.717, mIoU: 0.046
2023-07-24 11:33:20,562 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.717, mIoU: 0.045
2023-07-24 11:33:20,577 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.716, mIoU: 0.045
2023-07-24 11:33:20,592 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.719, mIoU: 0.045
2023-07-24 11:33:20,606 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:20,621 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:20,635 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.718, mIoU: 0.045
2023-07-24 11:33:20,651 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.719, mIoU: 0.045
2023-07-24 11:33:20,667 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.715, mIoU: 0.045
2023-07-24 11:33:20,683 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.713, mIoU: 0.044
2023-07-24 11:33:20,699 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.709, mIoU: 0.044
2023-07-24 11:33:20,714 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.708, mIoU: 0.044
2023-07-24 11:33:20,730 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.708, mIoU: 0.044
2023-07-24 11:33:20,744 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.710, mIoU: 0.044
2023-07-24 11:33:20,758 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.711, mIoU: 0.044
2023-07-24 11:33:20,773 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.711, mIoU: 0.044
2023-07-24 11:33:20,787 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.708, mIoU: 0.044
2023-07-24 11:33:20,803 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.708, mIoU: 0.044
2023-07-24 11:33:20,817 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.710, mIoU: 0.043
2023-07-24 11:33:20,831 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.713, mIoU: 0.044
2023-07-24 11:33:20,845 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.712, mIoU: 0.044
2023-07-24 11:33:20,860 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.711, mIoU: 0.043
2023-07-24 11:33:20,873 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.710, mIoU: 0.043
2023-07-24 11:33:20,888 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.709, mIoU: 0.043
2023-07-24 11:33:20,903 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.709, mIoU: 0.043
2023-07-24 11:33:20,916 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.710, mIoU: 0.043
2023-07-24 11:33:20,929 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.711, mIoU: 0.043
2023-07-24 11:33:20,941 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.710, mIoU: 0.043
2023-07-24 11:33:20,954 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.710, mIoU: 0.043
2023-07-24 11:33:20,969 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.712, mIoU: 0.043
2023-07-24 11:33:20,984 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.713, mIoU: 0.043
2023-07-24 11:33:20,998 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.711, mIoU: 0.043
2023-07-24 11:33:21,011 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.711, mIoU: 0.043
2023-07-24 11:33:21,024 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.712, mIoU: 0.043
2023-07-24 11:33:21,040 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.712, mIoU: 0.043
2023-07-24 11:33:21,054 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.714, mIoU: 0.043
2023-07-24 11:33:21,069 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.714, mIoU: 0.043
2023-07-24 11:33:21,085 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.716, mIoU: 0.043
2023-07-24 11:33:21,098 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.718, mIoU: 0.043
2023-07-24 11:33:21,112 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.720, mIoU: 0.043
2023-07-24 11:33:21,128 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.719, mIoU: 0.043
2023-07-24 11:33:21,144 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.721, mIoU: 0.043
2023-07-24 11:33:21,152 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.720, mIoU: 0.043
2023-07-24 11:33:21,164 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.721, mIoU: 0.043
2023-07-24 11:33:21,181 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.718, mIoU: 0.043
2023-07-24 11:33:21,190 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.717, mIoU: 0.043
2023-07-24 11:33:21,204 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.718, mIoU: 0.043
2023-07-24 11:33:21,219 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.720, mIoU: 0.043
2023-07-24 11:33:21,235 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.720, mIoU: 0.043
2023-07-24 11:33:21,249 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.720, mIoU: 0.043
2023-07-24 11:33:21,264 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:21,278 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:21,291 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.721, mIoU: 0.045
2023-07-24 11:33:21,306 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.720, mIoU: 0.045
2023-07-24 11:33:21,320 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.721, mIoU: 0.045
2023-07-24 11:33:21,335 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.722, mIoU: 0.045
2023-07-24 11:33:21,348 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.723, mIoU: 0.045
2023-07-24 11:33:21,363 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:21,378 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:21,393 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.726, mIoU: 0.045
2023-07-24 11:33:21,408 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:21,423 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:21,437 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:21,452 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:21,467 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:21,477 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.722, mIoU: 0.045
2023-07-24 11:33:21,493 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.722, mIoU: 0.045
2023-07-24 11:33:21,508 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.722, mIoU: 0.045
2023-07-24 11:33:21,522 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.722, mIoU: 0.045
2023-07-24 11:33:21,536 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:21,550 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.723, mIoU: 0.044
2023-07-24 11:33:21,563 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.723, mIoU: 0.044
2023-07-24 11:33:21,579 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.722, mIoU: 0.044
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2023-07-24 11:33:24,494 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.721, mIoU: 0.047
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2023-07-24 11:33:24,556 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,570 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.721, mIoU: 0.047
2023-07-24 11:33:24,582 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.721, mIoU: 0.047
2023-07-24 11:33:24,597 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.720, mIoU: 0.047
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2023-07-24 11:33:24,627 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,640 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.719, mIoU: 0.047
2023-07-24 11:33:24,655 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.719, mIoU: 0.047
2023-07-24 11:33:24,668 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,683 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,696 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,712 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.721, mIoU: 0.047
2023-07-24 11:33:24,727 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.720, mIoU: 0.047
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2023-07-24 11:33:24,772 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.720, mIoU: 0.047
2023-07-24 11:33:24,787 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.721, mIoU: 0.047
2023-07-24 11:33:24,803 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.721, mIoU: 0.047
2023-07-24 11:33:24,818 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.722, mIoU: 0.047
2023-07-24 11:33:24,833 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.722, mIoU: 0.047
2023-07-24 11:33:24,848 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.722, mIoU: 0.047
2023-07-24 11:33:24,863 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.722, mIoU: 0.047
2023-07-24 11:33:24,878 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.723, mIoU: 0.047
2023-07-24 11:33:24,894 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.724, mIoU: 0.047
2023-07-24 11:33:24,909 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.724, mIoU: 0.047
2023-07-24 11:33:24,922 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:24,982 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:25,013 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:25,099 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:25,114 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:25,127 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.727, mIoU: 0.047
2023-07-24 11:33:25,140 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:25,157 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.728, mIoU: 0.047
2023-07-24 11:33:25,171 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.728, mIoU: 0.047
2023-07-24 11:33:25,187 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.728, mIoU: 0.047
2023-07-24 11:33:25,202 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:25,218 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.729, mIoU: 0.047
2023-07-24 11:33:25,233 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.729, mIoU: 0.047
2023-07-24 11:33:25,247 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.730, mIoU: 0.047
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2023-07-24 11:33:25,306 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.728, mIoU: 0.046
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2023-07-24 11:33:25,375 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.728, mIoU: 0.046
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2023-07-24 11:33:25,406 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.727, mIoU: 0.046
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2023-07-24 11:33:25,435 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.727, mIoU: 0.047
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2023-07-24 11:33:25,496 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.728, mIoU: 0.047
2023-07-24 11:33:25,512 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.728, mIoU: 0.047
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2023-07-24 11:33:25,555 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.728, mIoU: 0.047
2023-07-24 11:33:25,570 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.728, mIoU: 0.047
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2023-07-24 11:33:25,599 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.729, mIoU: 0.047
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2023-07-24 11:33:25,629 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.730, mIoU: 0.047
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2023-07-24 11:33:25,778 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:25,792 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.729, mIoU: 0.046
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2023-07-24 11:33:25,822 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.729, mIoU: 0.046
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2023-07-24 11:33:25,852 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.728, mIoU: 0.046
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2023-07-24 11:33:25,899 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.729, mIoU: 0.046
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2023-07-24 11:33:25,928 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:25,941 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:25,953 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:25,967 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:25,981 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:25,996 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:26,011 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.729, mIoU: 0.046
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2023-07-24 11:33:26,042 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.727, mIoU: 0.046
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2023-07-24 11:33:26,066 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.727, mIoU: 0.046
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2023-07-24 11:33:26,089 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.727, mIoU: 0.046
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2023-07-24 11:33:26,159 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.726, mIoU: 0.046
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2023-07-24 11:33:26,278 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.725, mIoU: 0.046
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2023-07-24 11:33:26,351 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:26,366 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:26,376 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:26,389 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,404 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:26,432 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,445 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,458 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,473 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,488 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.724, mIoU: 0.047
2023-07-24 11:33:26,503 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.724, mIoU: 0.047
2023-07-24 11:33:26,512 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:26,542 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.725, mIoU: 0.047
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2023-07-24 11:33:26,571 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,586 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,599 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,615 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.725, mIoU: 0.047
2023-07-24 11:33:26,629 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.726, mIoU: 0.047
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2023-07-24 11:33:26,693 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.726, mIoU: 0.047
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2023-07-24 11:33:26,720 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,735 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,750 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,764 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,779 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,795 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,811 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.727, mIoU: 0.047
2023-07-24 11:33:26,826 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,839 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.726, mIoU: 0.047
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2023-07-24 11:33:26,883 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.726, mIoU: 0.047
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2023-07-24 11:33:26,913 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,926 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.726, mIoU: 0.047
2023-07-24 11:33:26,941 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.727, mIoU: 0.047
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2023-07-24 11:33:27,200 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,213 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.726, mIoU: 0.046
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2023-07-24 11:33:27,273 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.727, mIoU: 0.046
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2023-07-24 11:33:27,328 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:27,343 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,356 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,371 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.726, mIoU: 0.046
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2023-07-24 11:33:27,403 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,416 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,432 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,447 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,460 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,476 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,491 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,506 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,522 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,535 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,551 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,566 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,583 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,593 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,608 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,623 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,636 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,651 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,664 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,678 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,693 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,708 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,721 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,733 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,746 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,761 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,775 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,790 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,805 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,820 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,834 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,849 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:27,865 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,878 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,894 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,909 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,925 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,940 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,955 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:27,967 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,982 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:27,997 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,011 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,026 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,041 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,053 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,068 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,083 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,098 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,111 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,126 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,140 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,156 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,170 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,185 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,200 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,216 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,232 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,246 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,260 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,275 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,291 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,307 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,320 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,336 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,350 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,366 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,381 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,397 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,412 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:28,427 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,442 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:28,456 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.725, mIoU: 0.046
2023-07-24 11:33:28,470 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,484 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.724, mIoU: 0.045
2023-07-24 11:33:28,499 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,517 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,531 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,546 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,557 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.725, mIoU: 0.045
2023-07-24 11:33:28,569 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:28,584 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:28,597 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.726, mIoU: 0.046
2023-07-24 11:33:28,612 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,625 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,639 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,655 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,671 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,687 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,703 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.727, mIoU: 0.046
2023-07-24 11:33:28,716 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,731 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,744 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,759 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,775 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,791 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,806 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,821 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,835 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,848 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.728, mIoU: 0.046
2023-07-24 11:33:28,863 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,878 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,891 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,904 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,917 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,933 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,948 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,961 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,976 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:28,992 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.729, mIoU: 0.046
2023-07-24 11:33:29,007 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,020 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,033 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,041 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,057 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,074 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,089 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,105 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,121 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,136 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,151 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,167 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,179 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,195 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,209 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,224 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,239 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,252 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.732, mIoU: 0.047
2023-07-24 11:33:29,266 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.732, mIoU: 0.047
2023-07-24 11:33:29,279 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,294 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,307 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,321 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,335 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.731, mIoU: 0.046
2023-07-24 11:33:29,350 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.730, mIoU: 0.046
2023-07-24 11:33:29,366 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.730, mIoU: 0.047
2023-07-24 11:33:29,378 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.730, mIoU: 0.047
2023-07-24 11:33:29,393 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,406 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,418 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,434 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.731, mIoU: 0.047
2023-07-24 11:33:29,449 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.732, mIoU: 0.047
2023-07-24 11:33:29,464 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.732, mIoU: 0.047
2023-07-24 11:33:29,480 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.732, mIoU: 0.047
2023-07-24 11:33:29,495 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,510 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,524 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,539 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.733, mIoU: 0.046
2023-07-24 11:33:29,555 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.732, mIoU: 0.046
2023-07-24 11:33:29,572 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.733, mIoU: 0.046
2023-07-24 11:33:29,588 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.733, mIoU: 0.046
2023-07-24 11:33:29,603 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.732, mIoU: 0.046
2023-07-24 11:33:29,619 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.732, mIoU: 0.046
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2023-07-24 11:33:29,645 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.732, mIoU: 0.046
2023-07-24 11:33:29,659 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.732, mIoU: 0.046
2023-07-24 11:33:29,674 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.732, mIoU: 0.046
2023-07-24 11:33:29,691 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.733, mIoU: 0.046
2023-07-24 11:33:29,704 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,718 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,733 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,748 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,763 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,778 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,793 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,807 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,822 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,835 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.733, mIoU: 0.047
2023-07-24 11:33:29,849 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,865 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,879 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,895 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,908 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,924 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,940 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:29,953 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:29,966 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.735, mIoU: 0.047
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2023-07-24 11:33:30,012 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:30,027 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:30,039 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:30,053 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:30,068 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,081 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,097 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,114 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,128 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,143 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,157 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,173 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,188 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,202 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:30,215 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:30,231 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:30,246 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,259 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,274 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:30,289 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:30,303 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,316 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,331 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,346 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,363 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,376 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,390 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,403 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,419 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,432 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,445 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,459 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,475 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,489 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,505 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,522 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,538 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.733, mIoU: 0.048
2023-07-24 11:33:30,555 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,568 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,581 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,596 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,610 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,624 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,638 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,654 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,668 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,681 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,695 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,710 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,725 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,741 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,754 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,768 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,783 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,797 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,812 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,827 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,840 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,853 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,864 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.734, mIoU: 0.048
2023-07-24 11:33:30,881 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,897 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,912 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,927 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,939 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,953 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,968 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,984 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:30,998 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,014 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:31,028 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,044 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,057 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,073 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,088 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,103 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,118 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,131 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,147 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,162 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,177 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,192 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,207 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.736, mIoU: 0.047
2023-07-24 11:33:31,222 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.736, mIoU: 0.047
2023-07-24 11:33:31,237 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.736, mIoU: 0.047
2023-07-24 11:33:31,251 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.736, mIoU: 0.047
2023-07-24 11:33:31,266 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,280 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,294 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,307 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,320 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,337 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,351 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,368 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.736, mIoU: 0.047
2023-07-24 11:33:31,383 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,395 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,409 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,426 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,441 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,455 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,471 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,486 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,499 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,514 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,529 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,544 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,557 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,569 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,586 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,601 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,616 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,629 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,644 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,659 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,675 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,690 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,703 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,718 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,732 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,747 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,761 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,774 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,790 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,803 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,818 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,833 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.734, mIoU: 0.047
2023-07-24 11:33:31,848 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,863 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,878 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,893 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.735, mIoU: 0.047
2023-07-24 11:33:31,907 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,923 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,938 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.735, mIoU: 0.048
2023-07-24 11:33:31,954 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:31,970 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:31,980 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:31,994 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,007 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,022 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,037 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,053 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,067 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,082 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,097 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,111 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,127 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,143 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,156 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,172 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,187 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,202 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,215 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,230 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,245 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,261 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,274 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.736, mIoU: 0.048
2023-07-24 11:33:32,289 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,304 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,318 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,332 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,348 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,361 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,375 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.737, mIoU: 0.048
2023-07-24 11:33:32,389 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,404 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,419 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,434 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,449 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,465 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,480 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,493 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,506 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,521 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,534 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,547 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,562 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,577 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,592 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,608 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,621 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,634 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,650 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,665 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,678 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,693 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,706 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,722 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,737 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:32,754 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,769 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,784 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,794 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,811 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,827 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:32,840 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,856 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,871 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,887 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,900 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,915 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,930 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,946 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,961 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,976 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:32,993 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,009 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,022 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,037 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,051 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,066 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,080 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,095 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,110 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.739, mIoU: 0.050
2023-07-24 11:33:33,125 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,132 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,146 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,159 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,172 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,184 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,200 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,215 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,230 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,242 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,256 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,271 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,282 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,298 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,312 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,326 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,341 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,356 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,371 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,382 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,395 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,410 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,425 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,439 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.739, mIoU: 0.050
2023-07-24 11:33:33,454 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,467 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,477 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.739, mIoU: 0.050
2023-07-24 11:33:33,488 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.739, mIoU: 0.050
2023-07-24 11:33:33,501 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,512 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,527 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,539 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,554 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,571 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,586 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,600 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,616 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:33,631 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,647 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,663 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,677 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,692 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,707 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,723 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,736 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,749 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,764 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,776 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,792 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.738, mIoU: 0.050
2023-07-24 11:33:33,805 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,819 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:33,834 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,851 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,867 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,880 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,895 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,909 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,923 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,938 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,952 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,965 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:33,981 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.740, mIoU: 0.049
2023-07-24 11:33:33,997 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,012 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,028 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,043 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,060 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,075 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,091 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,104 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.739, mIoU: 0.049
2023-07-24 11:33:34,120 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,131 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,144 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,159 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,171 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,185 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,200 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,214 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,230 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,245 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,259 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,274 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,285 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,300 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,313 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,327 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,342 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,355 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,370 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,384 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,399 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,414 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,430 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,445 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,460 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,474 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,487 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.738, mIoU: 0.049
2023-07-24 11:33:34,502 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,516 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,529 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,545 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,560 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,575 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,588 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,601 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,616 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,632 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,647 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,660 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,673 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,688 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,703 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.737, mIoU: 0.049
2023-07-24 11:33:34,718 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,733 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,747 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,763 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,777 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,793 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,809 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.737, mIoU: 0.050
2023-07-24 11:33:34,824 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,839 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,854 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,867 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,883 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.736, mIoU: 0.051
2023-07-24 11:33:34,899 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.736, mIoU: 0.051
2023-07-24 11:33:34,915 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,928 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,943 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:34,959 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:34,975 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.736, mIoU: 0.050
2023-07-24 11:33:34,988 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,003 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,018 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,033 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,048 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,065 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,080 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,092 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,107 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.735, mIoU: 0.050
2023-07-24 11:33:35,123 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,136 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,150 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,164 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,173 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,188 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,204 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,217 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,233 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,249 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,262 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,276 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,291 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,307 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,322 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,340 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,355 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,372 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,387 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,400 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,414 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,429 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,444 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,456 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,469 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,484 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,499 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,514 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,528 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,541 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.733, mIoU: 0.050
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2023-07-24 11:33:35,570 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,583 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,598 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,614 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,629 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,643 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.733, mIoU: 0.050
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2023-07-24 11:33:35,671 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,686 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,700 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,715 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,728 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,743 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,756 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,769 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,781 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,796 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,811 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,826 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,841 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,852 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,865 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,881 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,897 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,910 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,925 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,942 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:35,957 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,970 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:35,984 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,000 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,013 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,028 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,041 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,055 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,070 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,085 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,100 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,115 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,128 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,143 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,158 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,170 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,185 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.734, mIoU: 0.050
2023-07-24 11:33:36,200 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,215 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,231 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,243 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,256 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,271 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,286 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,300 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,313 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,328 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,345 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,358 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,369 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,383 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,399 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,415 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,430 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,443 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,459 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,473 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,486 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,501 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,516 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,531 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,547 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,562 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,577 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,591 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,606 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,619 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,633 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,648 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.733, mIoU: 0.050
2023-07-24 11:33:36,664 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,676 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,691 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,702 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,717 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.732, mIoU: 0.050
2023-07-24 11:33:36,732 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,747 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,759 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,774 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,790 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,806 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,818 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,833 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,848 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,859 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,875 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,890 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,906 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,919 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,932 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,948 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,962 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,978 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:36,992 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,008 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,021 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,037 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,052 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,068 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,083 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,098 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,114 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,128 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,143 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,157 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,172 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,187 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,200 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,213 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,230 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,245 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,261 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,274 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,288 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,303 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,318 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,332 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,345 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,360 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,375 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,391 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,405 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,421 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,437 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,450 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,464 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,479 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,492 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,507 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,522 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,537 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,551 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,566 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,581 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,595 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,609 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,624 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,639 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,655 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,670 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,686 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,701 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,714 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,728 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,743 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,759 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,773 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:37,788 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,804 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,820 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,834 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,849 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,864 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,879 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,892 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,905 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,918 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,931 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,943 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,958 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,973 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,985 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:37,998 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,013 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,024 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,038 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,053 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,068 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,083 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,098 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,111 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,126 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,141 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,154 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,169 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,184 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,200 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,213 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,228 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,244 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,259 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,274 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.730, mIoU: 0.049
2023-07-24 11:33:38,287 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,303 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,318 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:38,334 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,349 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:38,362 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,377 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:38,392 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,408 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,423 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,438 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,453 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,468 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,479 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:38,493 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,506 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,519 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,536 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,551 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,564 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,577 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,589 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,603 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,617 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,631 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,645 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,661 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,674 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,689 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,705 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,718 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,733 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,748 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,761 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,776 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,788 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,803 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,818 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,833 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,848 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,862 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,875 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,889 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:38,905 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,919 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,932 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,946 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,961 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,976 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:38,991 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,004 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,020 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,036 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,052 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,067 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,083 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,091 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,106 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,119 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,133 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,148 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,163 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,178 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,194 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,210 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,225 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,241 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,254 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,269 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,286 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,301 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,316 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,331 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,349 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,363 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,377 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,392 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,407 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,419 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,432 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,447 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,462 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,478 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:39,493 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,509 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,524 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,539 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,553 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,568 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,581 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,597 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,613 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,628 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,646 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,659 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,674 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,689 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,704 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,718 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,733 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,748 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,763 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,776 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,790 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,803 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,818 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,832 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,847 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,861 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,877 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.729, mIoU: 0.049
2023-07-24 11:33:39,891 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,901 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.729, mIoU: 0.049
2023-07-24 11:33:39,916 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.729, mIoU: 0.049
2023-07-24 11:33:39,929 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,944 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.730, mIoU: 0.049
2023-07-24 11:33:39,959 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.729, mIoU: 0.050
2023-07-24 11:33:39,974 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:39,989 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,000 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,010 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,027 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,042 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,057 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,070 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,085 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,100 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,114 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,129 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,144 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,158 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,172 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,185 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,199 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,214 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,229 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,241 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,256 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,270 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.731, mIoU: 0.050
2023-07-24 11:33:40,285 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,300 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,314 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,328 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,343 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:40,360 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.730, mIoU: 0.050
2023-07-24 11:33:57,551 semantic_segmentation INFO: Iters: 1610/150000 || Lr: 0.019807 || Task Loss: 1.7273 || KD Loss: 0.7802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:39 || Estimated Time: 2 days, 23:40:04
2023-07-24 11:34:14,617 semantic_segmentation INFO: Iters: 1620/150000 || Lr: 0.019806 || Task Loss: 1.7211 || KD Loss: 0.9256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:56 || Estimated Time: 2 days, 23:39:15
2023-07-24 11:34:31,980 semantic_segmentation INFO: Iters: 1630/150000 || Lr: 0.019804 || Task Loss: 1.7552 || KD Loss: 0.8264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2428|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:14 || Estimated Time: 2 days, 23:38:57
2023-07-24 11:34:49,007 semantic_segmentation INFO: Iters: 1640/150000 || Lr: 0.019803 || Task Loss: 2.2945 || KD Loss: 0.9783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:31 || Estimated Time: 2 days, 23:38:07
2023-07-24 11:35:06,442 semantic_segmentation INFO: Iters: 1650/150000 || Lr: 0.019802 || Task Loss: 1.9478 || KD Loss: 0.8596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2521|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:48 || Estimated Time: 2 days, 23:37:57
2023-07-24 11:35:23,586 semantic_segmentation INFO: Iters: 1660/150000 || Lr: 0.019801 || Task Loss: 1.5222 || KD Loss: 0.7458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:05 || Estimated Time: 2 days, 23:37:15
2023-07-24 11:35:41,073 semantic_segmentation INFO: Iters: 1670/150000 || Lr: 0.019800 || Task Loss: 2.1166 || KD Loss: 1.0075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:23 || Estimated Time: 2 days, 23:37:07
2023-07-24 11:35:58,320 semantic_segmentation INFO: Iters: 1680/150000 || Lr: 0.019798 || Task Loss: 1.3333 || KD Loss: 0.6136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:40 || Estimated Time: 2 days, 23:36:40
2023-07-24 11:36:15,878 semantic_segmentation INFO: Iters: 1690/150000 || Lr: 0.019797 || Task Loss: 1.5794 || KD Loss: 0.8655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:58 || Estimated Time: 2 days, 23:36:41
2023-07-24 11:36:33,434 semantic_segmentation INFO: Iters: 1700/150000 || Lr: 0.019796 || Task Loss: 1.6941 || KD Loss: 0.7427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2434|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:15 || Estimated Time: 2 days, 23:36:35
2023-07-24 11:36:50,509 semantic_segmentation INFO: Iters: 1710/150000 || Lr: 0.019795 || Task Loss: 2.1981 || KD Loss: 0.9728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2474|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:32 || Estimated Time: 2 days, 23:35:49
2023-07-24 11:37:07,675 semantic_segmentation INFO: Iters: 1720/150000 || Lr: 0.019794 || Task Loss: 2.1411 || KD Loss: 0.9549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:49 || Estimated Time: 2 days, 23:35:19
2023-07-24 11:37:24,874 semantic_segmentation INFO: Iters: 1730/150000 || Lr: 0.019792 || Task Loss: 1.9459 || KD Loss: 0.9694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:07 || Estimated Time: 2 days, 23:34:40
2023-07-24 11:37:42,287 semantic_segmentation INFO: Iters: 1740/150000 || Lr: 0.019791 || Task Loss: 2.2221 || KD Loss: 1.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:24 || Estimated Time: 2 days, 23:34:26
2023-07-24 11:37:59,491 semantic_segmentation INFO: Iters: 1750/150000 || Lr: 0.019790 || Task Loss: 1.6035 || KD Loss: 0.9794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:41 || Estimated Time: 2 days, 23:33:53
2023-07-24 11:38:16,897 semantic_segmentation INFO: Iters: 1760/150000 || Lr: 0.019789 || Task Loss: 2.1300 || KD Loss: 1.3267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:59 || Estimated Time: 2 days, 23:33:44
2023-07-24 11:38:34,021 semantic_segmentation INFO: Iters: 1770/150000 || Lr: 0.019788 || Task Loss: 1.6202 || KD Loss: 0.6604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:16 || Estimated Time: 2 days, 23:33:00
2023-07-24 11:38:51,203 semantic_segmentation INFO: Iters: 1780/150000 || Lr: 0.019786 || Task Loss: 1.7170 || KD Loss: 0.8381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:33 || Estimated Time: 2 days, 23:32:28
2023-07-24 11:39:08,412 semantic_segmentation INFO: Iters: 1790/150000 || Lr: 0.019785 || Task Loss: 1.8646 || KD Loss: 0.8658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:50 || Estimated Time: 2 days, 23:31:56
2023-07-24 11:39:25,505 semantic_segmentation INFO: Iters: 1800/150000 || Lr: 0.019784 || Task Loss: 1.9221 || KD Loss: 1.0220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:07 || Estimated Time: 2 days, 23:31:14
2023-07-24 11:39:42,533 semantic_segmentation INFO: Iters: 1810/150000 || Lr: 0.019783 || Task Loss: 2.2060 || KD Loss: 0.9862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:24 || Estimated Time: 2 days, 23:30:31
2023-07-24 11:39:59,781 semantic_segmentation INFO: Iters: 1820/150000 || Lr: 0.019782 || Task Loss: 1.5950 || KD Loss: 0.7170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:42 || Estimated Time: 2 days, 23:30:02
2023-07-24 11:40:16,907 semantic_segmentation INFO: Iters: 1830/150000 || Lr: 0.019780 || Task Loss: 1.5503 || KD Loss: 0.8264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:59 || Estimated Time: 2 days, 23:29:27
2023-07-24 11:40:33,991 semantic_segmentation INFO: Iters: 1840/150000 || Lr: 0.019779 || Task Loss: 1.5858 || KD Loss: 0.7971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:16 || Estimated Time: 2 days, 23:28:45
2023-07-24 11:40:51,109 semantic_segmentation INFO: Iters: 1850/150000 || Lr: 0.019778 || Task Loss: 1.5640 || KD Loss: 0.8228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:33 || Estimated Time: 2 days, 23:28:10
2023-07-24 11:41:08,593 semantic_segmentation INFO: Iters: 1860/150000 || Lr: 0.019777 || Task Loss: 1.3395 || KD Loss: 0.6589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:50 || Estimated Time: 2 days, 23:28:00
2023-07-24 11:41:25,925 semantic_segmentation INFO: Iters: 1870/150000 || Lr: 0.019776 || Task Loss: 1.4704 || KD Loss: 0.7291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:08 || Estimated Time: 2 days, 23:27:38
2023-07-24 11:41:42,990 semantic_segmentation INFO: Iters: 1880/150000 || Lr: 0.019774 || Task Loss: 2.4545 || KD Loss: 1.2318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:25 || Estimated Time: 2 days, 23:26:58
2023-07-24 11:42:00,005 semantic_segmentation INFO: Iters: 1890/150000 || Lr: 0.019773 || Task Loss: 1.6765 || KD Loss: 0.8252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:42 || Estimated Time: 2 days, 23:26:13
2023-07-24 11:42:17,195 semantic_segmentation INFO: Iters: 1900/150000 || Lr: 0.019772 || Task Loss: 1.9486 || KD Loss: 0.9888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:59 || Estimated Time: 2 days, 23:25:43
2023-07-24 11:42:34,707 semantic_segmentation INFO: Iters: 1910/150000 || Lr: 0.019771 || Task Loss: 1.7745 || KD Loss: 0.8580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:16 || Estimated Time: 2 days, 23:25:36
2023-07-24 11:42:51,800 semantic_segmentation INFO: Iters: 1920/150000 || Lr: 0.019770 || Task Loss: 2.4117 || KD Loss: 1.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:34 || Estimated Time: 2 days, 23:24:58
2023-07-24 11:43:08,809 semantic_segmentation INFO: Iters: 1930/150000 || Lr: 0.019768 || Task Loss: 1.9212 || KD Loss: 1.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:51 || Estimated Time: 2 days, 23:24:14
2023-07-24 11:43:26,304 semantic_segmentation INFO: Iters: 1940/150000 || Lr: 0.019767 || Task Loss: 1.5681 || KD Loss: 0.7287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:08 || Estimated Time: 2 days, 23:24:06
2023-07-24 11:43:43,401 semantic_segmentation INFO: Iters: 1950/150000 || Lr: 0.019766 || Task Loss: 1.8235 || KD Loss: 0.8092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:25 || Estimated Time: 2 days, 23:23:29
2023-07-24 11:44:00,535 semantic_segmentation INFO: Iters: 1960/150000 || Lr: 0.019765 || Task Loss: 1.8042 || KD Loss: 0.8453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2492|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:42 || Estimated Time: 2 days, 23:22:54
2023-07-24 11:44:17,758 semantic_segmentation INFO: Iters: 1970/150000 || Lr: 0.019764 || Task Loss: 1.9506 || KD Loss: 0.9010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:00 || Estimated Time: 2 days, 23:22:26
2023-07-24 11:44:35,772 semantic_segmentation INFO: Iters: 1980/150000 || Lr: 0.019762 || Task Loss: 1.5950 || KD Loss: 0.8375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:18 || Estimated Time: 2 days, 23:22:55
2023-07-24 11:44:52,786 semantic_segmentation INFO: Iters: 1990/150000 || Lr: 0.019761 || Task Loss: 2.4127 || KD Loss: 1.2910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:35 || Estimated Time: 2 days, 23:22:19
2023-07-24 11:45:10,099 semantic_segmentation INFO: Iters: 2000/150000 || Lr: 0.019760 || Task Loss: 1.8934 || KD Loss: 0.9229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2449|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:52 || Estimated Time: 2 days, 23:21:55
2023-07-24 11:45:27,162 semantic_segmentation INFO: Iters: 2010/150000 || Lr: 0.019759 || Task Loss: 1.8613 || KD Loss: 1.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:09 || Estimated Time: 2 days, 23:21:19
2023-07-24 11:45:44,576 semantic_segmentation INFO: Iters: 2020/150000 || Lr: 0.019758 || Task Loss: 2.0646 || KD Loss: 1.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:26 || Estimated Time: 2 days, 23:21:06
2023-07-24 11:46:01,837 semantic_segmentation INFO: Iters: 2030/150000 || Lr: 0.019756 || Task Loss: 1.8628 || KD Loss: 0.8415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:44 || Estimated Time: 2 days, 23:20:38
2023-07-24 11:46:18,981 semantic_segmentation INFO: Iters: 2040/150000 || Lr: 0.019755 || Task Loss: 1.3306 || KD Loss: 0.6875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:01 || Estimated Time: 2 days, 23:20:04
2023-07-24 11:46:36,184 semantic_segmentation INFO: Iters: 2050/150000 || Lr: 0.019754 || Task Loss: 1.5058 || KD Loss: 0.7782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:18 || Estimated Time: 2 days, 23:19:36
2023-07-24 11:46:53,363 semantic_segmentation INFO: Iters: 2060/150000 || Lr: 0.019753 || Task Loss: 1.3147 || KD Loss: 0.6195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:35 || Estimated Time: 2 days, 23:19:05
2023-07-24 11:47:10,585 semantic_segmentation INFO: Iters: 2070/150000 || Lr: 0.019752 || Task Loss: 1.5521 || KD Loss: 0.7356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:52 || Estimated Time: 2 days, 23:18:42
2023-07-24 11:47:28,050 semantic_segmentation INFO: Iters: 2080/150000 || Lr: 0.019750 || Task Loss: 1.6835 || KD Loss: 0.7644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:10 || Estimated Time: 2 days, 23:18:31
2023-07-24 11:47:45,094 semantic_segmentation INFO: Iters: 2090/150000 || Lr: 0.019749 || Task Loss: 1.9443 || KD Loss: 1.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2467|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:27 || Estimated Time: 2 days, 23:17:52
2023-07-24 11:48:02,175 semantic_segmentation INFO: Iters: 2100/150000 || Lr: 0.019748 || Task Loss: 1.9425 || KD Loss: 1.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:44 || Estimated Time: 2 days, 23:17:15
2023-07-24 11:48:19,605 semantic_segmentation INFO: Iters: 2110/150000 || Lr: 0.019747 || Task Loss: 1.6495 || KD Loss: 0.7375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:01 || Estimated Time: 2 days, 23:17:04
2023-07-24 11:48:36,604 semantic_segmentation INFO: Iters: 2120/150000 || Lr: 0.019746 || Task Loss: 1.2535 || KD Loss: 0.6182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:18 || Estimated Time: 2 days, 23:16:21
2023-07-24 11:48:53,771 semantic_segmentation INFO: Iters: 2130/150000 || Lr: 0.019744 || Task Loss: 1.5527 || KD Loss: 0.9825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:36 || Estimated Time: 2 days, 23:15:50
2023-07-24 11:49:10,900 semantic_segmentation INFO: Iters: 2140/150000 || Lr: 0.019743 || Task Loss: 1.8376 || KD Loss: 0.9099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:53 || Estimated Time: 2 days, 23:15:18
2023-07-24 11:49:28,802 semantic_segmentation INFO: Iters: 2150/150000 || Lr: 0.019742 || Task Loss: 1.6512 || KD Loss: 0.8111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:11 || Estimated Time: 2 days, 23:15:37
2023-07-24 11:49:45,750 semantic_segmentation INFO: Iters: 2160/150000 || Lr: 0.019741 || Task Loss: 2.0316 || KD Loss: 1.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:28 || Estimated Time: 2 days, 23:14:55
2023-07-24 11:50:03,220 semantic_segmentation INFO: Iters: 2170/150000 || Lr: 0.019740 || Task Loss: 1.5654 || KD Loss: 0.7445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:45 || Estimated Time: 2 days, 23:14:41
2023-07-24 11:50:20,281 semantic_segmentation INFO: Iters: 2180/150000 || Lr: 0.019738 || Task Loss: 2.0002 || KD Loss: 0.8943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2486|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:02 || Estimated Time: 2 days, 23:14:08
2023-07-24 11:50:37,625 semantic_segmentation INFO: Iters: 2190/150000 || Lr: 0.019737 || Task Loss: 1.7291 || KD Loss: 0.9689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:19 || Estimated Time: 2 days, 23:13:50
2023-07-24 11:50:54,629 semantic_segmentation INFO: Iters: 2200/150000 || Lr: 0.019736 || Task Loss: 1.4049 || KD Loss: 0.7726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:36 || Estimated Time: 2 days, 23:13:08
2023-07-24 11:51:11,820 semantic_segmentation INFO: Iters: 2210/150000 || Lr: 0.019735 || Task Loss: 2.1558 || KD Loss: 1.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:54 || Estimated Time: 2 days, 23:12:41
2023-07-24 11:51:29,006 semantic_segmentation INFO: Iters: 2220/150000 || Lr: 0.019734 || Task Loss: 1.6465 || KD Loss: 0.7288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:11 || Estimated Time: 2 days, 23:12:13
2023-07-24 11:51:46,204 semantic_segmentation INFO: Iters: 2230/150000 || Lr: 0.019732 || Task Loss: 1.5061 || KD Loss: 0.5995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:28 || Estimated Time: 2 days, 23:11:46
2023-07-24 11:52:03,514 semantic_segmentation INFO: Iters: 2240/150000 || Lr: 0.019731 || Task Loss: 1.4984 || KD Loss: 0.6677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:45 || Estimated Time: 2 days, 23:11:27
2023-07-24 11:52:20,782 semantic_segmentation INFO: Iters: 2250/150000 || Lr: 0.019730 || Task Loss: 2.3923 || KD Loss: 0.9096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:03 || Estimated Time: 2 days, 23:11:04
2023-07-24 11:52:37,855 semantic_segmentation INFO: Iters: 2260/150000 || Lr: 0.019729 || Task Loss: 1.9068 || KD Loss: 0.7336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:20 || Estimated Time: 2 days, 23:10:29
2023-07-24 11:52:55,225 semantic_segmentation INFO: Iters: 2270/150000 || Lr: 0.019728 || Task Loss: 1.7827 || KD Loss: 0.7778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:37 || Estimated Time: 2 days, 23:10:13
2023-07-24 11:53:12,391 semantic_segmentation INFO: Iters: 2280/150000 || Lr: 0.019726 || Task Loss: 1.9010 || KD Loss: 0.8393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:54 || Estimated Time: 2 days, 23:09:45
2023-07-24 11:53:29,643 semantic_segmentation INFO: Iters: 2290/150000 || Lr: 0.019725 || Task Loss: 1.4751 || KD Loss: 0.6586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:11 || Estimated Time: 2 days, 23:09:21
2023-07-24 11:53:46,938 semantic_segmentation INFO: Iters: 2300/150000 || Lr: 0.019724 || Task Loss: 1.3565 || KD Loss: 0.6184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:29 || Estimated Time: 2 days, 23:09:02
2023-07-24 11:54:04,147 semantic_segmentation INFO: Iters: 2310/150000 || Lr: 0.019723 || Task Loss: 1.7702 || KD Loss: 0.6877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:46 || Estimated Time: 2 days, 23:08:36
2023-07-24 11:54:21,264 semantic_segmentation INFO: Iters: 2320/150000 || Lr: 0.019722 || Task Loss: 1.7171 || KD Loss: 0.8763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:03 || Estimated Time: 2 days, 23:08:03
2023-07-24 11:54:38,454 semantic_segmentation INFO: Iters: 2330/150000 || Lr: 0.019720 || Task Loss: 2.1876 || KD Loss: 1.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:20 || Estimated Time: 2 days, 23:07:40
2023-07-24 11:54:55,684 semantic_segmentation INFO: Iters: 2340/150000 || Lr: 0.019719 || Task Loss: 1.8554 || KD Loss: 1.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:37 || Estimated Time: 2 days, 23:07:13
2023-07-24 11:55:13,506 semantic_segmentation INFO: Iters: 2350/150000 || Lr: 0.019718 || Task Loss: 1.8413 || KD Loss: 1.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:55 || Estimated Time: 2 days, 23:07:26
2023-07-24 11:55:30,491 semantic_segmentation INFO: Iters: 2360/150000 || Lr: 0.019717 || Task Loss: 1.9396 || KD Loss: 1.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:12 || Estimated Time: 2 days, 23:06:46
2023-07-24 11:55:47,476 semantic_segmentation INFO: Iters: 2370/150000 || Lr: 0.019715 || Task Loss: 1.6466 || KD Loss: 0.6676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:29 || Estimated Time: 2 days, 23:06:06
2023-07-24 11:56:05,098 semantic_segmentation INFO: Iters: 2380/150000 || Lr: 0.019714 || Task Loss: 1.9839 || KD Loss: 0.9042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:47 || Estimated Time: 2 days, 23:06:07
2023-07-24 11:56:22,099 semantic_segmentation INFO: Iters: 2390/150000 || Lr: 0.019713 || Task Loss: 1.7319 || KD Loss: 0.8605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:04 || Estimated Time: 2 days, 23:05:31
2023-07-24 11:56:39,150 semantic_segmentation INFO: Iters: 2400/150000 || Lr: 0.019712 || Task Loss: 1.9039 || KD Loss: 0.8192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:21 || Estimated Time: 2 days, 23:04:55
2023-07-24 11:56:39,264 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:56:39,646 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.824, mIoU: 0.051
2023-07-24 11:56:39,659 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.596, mIoU: 0.047
2023-07-24 11:56:39,683 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.707, mIoU: 0.050
2023-07-24 11:56:39,697 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.675, mIoU: 0.047
2023-07-24 11:56:39,711 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.627, mIoU: 0.053
2023-07-24 11:56:39,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.634, mIoU: 0.057
2023-07-24 11:56:39,737 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.648, mIoU: 0.058
2023-07-24 11:56:39,751 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.588, mIoU: 0.050
2023-07-24 11:56:39,764 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.616, mIoU: 0.051
2023-07-24 11:56:39,778 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.637, mIoU: 0.058
2023-07-24 11:56:39,792 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.653, mIoU: 0.058
2023-07-24 11:56:39,807 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.678, mIoU: 0.057
2023-07-24 11:56:39,819 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.658, mIoU: 0.056
2023-07-24 11:56:39,833 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.667, mIoU: 0.056
2023-07-24 11:56:39,847 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.672, mIoU: 0.056
2023-07-24 11:56:39,860 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.688, mIoU: 0.056
2023-07-24 11:56:39,870 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.689, mIoU: 0.057
2023-07-24 11:56:39,882 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.692, mIoU: 0.057
2023-07-24 11:56:39,897 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.706, mIoU: 0.057
2023-07-24 11:56:39,912 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.694, mIoU: 0.069
2023-07-24 11:56:39,927 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.697, mIoU: 0.068
2023-07-24 11:56:39,942 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.705, mIoU: 0.068
2023-07-24 11:56:39,956 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.696, mIoU: 0.069
2023-07-24 11:56:39,972 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.701, mIoU: 0.070
2023-07-24 11:56:39,988 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.698, mIoU: 0.069
2023-07-24 11:56:40,002 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.702, mIoU: 0.069
2023-07-24 11:56:40,017 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.710, mIoU: 0.070
2023-07-24 11:56:40,028 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.718, mIoU: 0.070
2023-07-24 11:56:40,043 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.717, mIoU: 0.071
2023-07-24 11:56:40,058 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.727, mIoU: 0.071
2023-07-24 11:56:40,071 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.727, mIoU: 0.070
2023-07-24 11:56:40,087 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.724, mIoU: 0.072
2023-07-24 11:56:40,101 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.730, mIoU: 0.072
2023-07-24 11:56:40,116 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.734, mIoU: 0.072
2023-07-24 11:56:40,131 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.736, mIoU: 0.075
2023-07-24 11:56:40,145 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.737, mIoU: 0.078
2023-07-24 11:56:40,158 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.740, mIoU: 0.076
2023-07-24 11:56:40,171 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.746, mIoU: 0.076
2023-07-24 11:56:40,188 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.746, mIoU: 0.076
2023-07-24 11:56:40,201 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.746, mIoU: 0.076
2023-07-24 11:56:40,215 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.739, mIoU: 0.075
2023-07-24 11:56:40,230 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.746, mIoU: 0.076
2023-07-24 11:56:40,245 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.745, mIoU: 0.076
2023-07-24 11:56:40,258 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.747, mIoU: 0.076
2023-07-24 11:56:40,273 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.748, mIoU: 0.078
2023-07-24 11:56:40,289 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.750, mIoU: 0.078
2023-07-24 11:56:40,302 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.751, mIoU: 0.078
2023-07-24 11:56:40,315 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.743, mIoU: 0.075
2023-07-24 11:56:40,330 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.743, mIoU: 0.077
2023-07-24 11:56:40,346 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.744, mIoU: 0.077
2023-07-24 11:56:40,362 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.746, mIoU: 0.077
2023-07-24 11:56:40,378 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.751, mIoU: 0.077
2023-07-24 11:56:40,391 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.755, mIoU: 0.077
2023-07-24 11:56:40,407 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.754, mIoU: 0.077
2023-07-24 11:56:40,423 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.755, mIoU: 0.077
2023-07-24 11:56:40,436 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.755, mIoU: 0.076
2023-07-24 11:56:40,452 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.755, mIoU: 0.076
2023-07-24 11:56:40,469 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.761, mIoU: 0.076
2023-07-24 11:56:40,483 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.759, mIoU: 0.073
2023-07-24 11:56:40,498 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.748, mIoU: 0.072
2023-07-24 11:56:40,511 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.747, mIoU: 0.076
2023-07-24 11:56:40,526 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.750, mIoU: 0.075
2023-07-24 11:56:40,539 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.754, mIoU: 0.075
2023-07-24 11:56:40,558 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.751, mIoU: 0.075
2023-07-24 11:56:40,571 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.753, mIoU: 0.075
2023-07-24 11:56:40,587 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.754, mIoU: 0.076
2023-07-24 11:56:40,603 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.757, mIoU: 0.076
2023-07-24 11:56:40,617 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.756, mIoU: 0.076
2023-07-24 11:56:40,633 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.758, mIoU: 0.077
2023-07-24 11:56:40,649 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.755, mIoU: 0.076
2023-07-24 11:56:40,665 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.756, mIoU: 0.076
2023-07-24 11:56:40,679 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.758, mIoU: 0.079
2023-07-24 11:56:40,694 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.757, mIoU: 0.079
2023-07-24 11:56:40,710 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.760, mIoU: 0.079
2023-07-24 11:56:40,725 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.754, mIoU: 0.079
2023-07-24 11:56:40,741 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.757, mIoU: 0.079
2023-07-24 11:56:40,756 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.756, mIoU: 0.078
2023-07-24 11:56:40,766 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.756, mIoU: 0.078
2023-07-24 11:56:40,781 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.753, mIoU: 0.077
2023-07-24 11:56:40,798 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:40,810 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.743, mIoU: 0.079
2023-07-24 11:56:40,825 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.741, mIoU: 0.078
2023-07-24 11:56:40,840 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.740, mIoU: 0.078
2023-07-24 11:56:40,854 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.739, mIoU: 0.077
2023-07-24 11:56:40,870 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.739, mIoU: 0.075
2023-07-24 11:56:40,884 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.738, mIoU: 0.075
2023-07-24 11:56:40,899 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.738, mIoU: 0.074
2023-07-24 11:56:40,914 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.739, mIoU: 0.074
2023-07-24 11:56:40,928 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.739, mIoU: 0.074
2023-07-24 11:56:40,941 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.737, mIoU: 0.074
2023-07-24 11:56:40,956 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.738, mIoU: 0.074
2023-07-24 11:56:40,971 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.737, mIoU: 0.075
2023-07-24 11:56:40,986 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.736, mIoU: 0.075
2023-07-24 11:56:41,001 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.731, mIoU: 0.074
2023-07-24 11:56:41,016 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.731, mIoU: 0.074
2023-07-24 11:56:41,031 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.730, mIoU: 0.074
2023-07-24 11:56:41,045 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.731, mIoU: 0.074
2023-07-24 11:56:41,058 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.733, mIoU: 0.074
2023-07-24 11:56:41,074 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.732, mIoU: 0.074
2023-07-24 11:56:41,088 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.732, mIoU: 0.077
2023-07-24 11:56:41,103 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.732, mIoU: 0.076
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2023-07-24 11:56:43,976 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.738, mIoU: 0.075
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2023-07-24 11:56:44,021 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.740, mIoU: 0.075
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2023-07-24 11:56:44,051 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.740, mIoU: 0.077
2023-07-24 11:56:44,061 semantic_segmentation INFO: Sample: 305, Validation pixAcc: 0.740, mIoU: 0.077
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2023-07-24 11:56:44,091 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.739, mIoU: 0.077
2023-07-24 11:56:44,106 semantic_segmentation INFO: Sample: 308, Validation pixAcc: 0.739, mIoU: 0.077
2023-07-24 11:56:44,121 semantic_segmentation INFO: Sample: 309, Validation pixAcc: 0.739, mIoU: 0.077
2023-07-24 11:56:44,133 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.739, mIoU: 0.077
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2023-07-24 11:56:44,163 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.740, mIoU: 0.077
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2023-07-24 11:56:44,193 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.739, mIoU: 0.078
2023-07-24 11:56:44,209 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.739, mIoU: 0.079
2023-07-24 11:56:44,223 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.739, mIoU: 0.079
2023-07-24 11:56:44,236 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.740, mIoU: 0.079
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2023-07-24 11:56:44,267 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.741, mIoU: 0.080
2023-07-24 11:56:44,280 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.741, mIoU: 0.080
2023-07-24 11:56:44,295 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.742, mIoU: 0.080
2023-07-24 11:56:44,311 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.743, mIoU: 0.080
2023-07-24 11:56:44,326 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.742, mIoU: 0.080
2023-07-24 11:56:44,340 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.743, mIoU: 0.080
2023-07-24 11:56:44,355 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.743, mIoU: 0.080
2023-07-24 11:56:44,371 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.743, mIoU: 0.080
2023-07-24 11:56:44,387 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.743, mIoU: 0.080
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2023-07-24 11:56:44,414 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.744, mIoU: 0.080
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2023-07-24 11:56:44,446 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.745, mIoU: 0.080
2023-07-24 11:56:44,460 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.745, mIoU: 0.081
2023-07-24 11:56:44,476 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.746, mIoU: 0.081
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2023-07-24 11:56:44,516 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.747, mIoU: 0.082
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2023-07-24 11:56:44,661 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.749, mIoU: 0.082
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2023-07-24 11:56:44,691 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.750, mIoU: 0.082
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2023-07-24 11:56:44,718 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.751, mIoU: 0.082
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2023-07-24 11:56:44,831 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.750, mIoU: 0.081
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2023-07-24 11:56:44,859 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.751, mIoU: 0.081
2023-07-24 11:56:44,871 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.751, mIoU: 0.081
2023-07-24 11:56:44,886 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.749, mIoU: 0.081
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2023-07-24 11:56:44,917 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.750, mIoU: 0.081
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2023-07-24 11:56:44,946 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.749, mIoU: 0.081
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2023-07-24 11:56:44,975 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.751, mIoU: 0.081
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2023-07-24 11:56:45,405 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:45,418 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:45,430 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:45,446 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:45,459 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:45,473 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:45,488 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:45,503 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:45,518 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:45,531 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.759, mIoU: 0.081
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2023-07-24 11:56:45,562 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.759, mIoU: 0.082
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2023-07-24 11:56:45,819 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.758, mIoU: 0.082
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2023-07-24 11:56:45,875 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:45,890 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:45,905 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.759, mIoU: 0.082
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2023-07-24 11:56:46,101 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:46,114 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:46,130 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:46,145 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:46,160 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.758, mIoU: 0.081
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2023-07-24 11:56:46,662 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.756, mIoU: 0.083
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2023-07-24 11:56:46,731 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.756, mIoU: 0.083
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2023-07-24 11:56:46,763 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.755, mIoU: 0.084
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2023-07-24 11:56:46,787 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.756, mIoU: 0.084
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2023-07-24 11:56:46,830 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.756, mIoU: 0.084
2023-07-24 11:56:46,845 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,861 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,875 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,891 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,904 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,920 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,935 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,951 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,967 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,981 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:46,994 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,009 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,024 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,038 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,052 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,068 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,084 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,098 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.756, mIoU: 0.083
2023-07-24 11:56:47,111 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,125 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,140 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,156 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,171 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,187 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,200 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:47,216 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:47,231 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:47,244 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,259 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:47,270 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,286 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,299 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,310 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,323 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,338 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,353 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,368 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,383 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,392 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,407 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,423 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:47,438 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,453 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,468 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,481 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,494 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,509 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,524 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,539 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,551 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,565 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,580 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,594 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,609 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,623 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,638 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,653 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,669 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,682 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,698 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,713 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,726 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,741 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,756 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:47,771 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,786 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,799 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,815 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,830 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:47,846 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:47,856 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:47,871 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:47,886 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:47,899 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,914 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,927 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,941 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,956 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,971 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,985 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:47,997 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,011 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,026 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,041 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,057 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,072 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,087 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,100 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,115 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,130 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,144 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,159 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,174 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,189 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,204 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,219 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,230 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,245 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,260 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,274 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,289 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,304 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,316 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,331 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,346 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,361 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,374 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.756, mIoU: 0.080
2023-07-24 11:56:48,389 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.756, mIoU: 0.080
2023-07-24 11:56:48,404 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.756, mIoU: 0.080
2023-07-24 11:56:48,419 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:48,434 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:48,450 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:48,465 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:48,480 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:48,495 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:48,509 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:48,522 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.755, mIoU: 0.080
2023-07-24 11:56:48,537 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,552 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,566 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,579 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,595 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,609 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,624 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,639 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,655 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,670 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,685 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.754, mIoU: 0.080
2023-07-24 11:56:48,700 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,714 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,729 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,743 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,758 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,777 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.752, mIoU: 0.080
2023-07-24 11:56:48,792 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.753, mIoU: 0.080
2023-07-24 11:56:48,807 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:48,817 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:48,831 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:48,846 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:48,859 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,874 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,887 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,900 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,915 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,931 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:48,946 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:48,961 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:48,975 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:48,989 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,002 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,016 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,031 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,046 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,061 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,076 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,091 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,104 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,119 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,134 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,146 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,159 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,174 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,190 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,205 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,218 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,233 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.755, mIoU: 0.081
2023-07-24 11:56:49,249 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,265 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,278 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,291 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,299 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,314 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,330 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,345 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,361 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,377 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,392 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,408 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,423 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,435 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,450 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,464 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,479 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,494 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,507 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,520 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,532 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,546 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,559 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,572 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,586 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,600 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.756, mIoU: 0.081
2023-07-24 11:56:49,616 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,628 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,643 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:49,656 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,668 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,683 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,699 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,714 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.757, mIoU: 0.081
2023-07-24 11:56:49,729 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,744 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,759 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,773 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,788 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,803 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,819 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,835 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:49,850 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,865 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,878 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,891 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,904 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:49,918 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,935 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,947 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,960 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:49,975 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:49,989 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,004 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,018 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,033 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,046 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,061 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,074 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,088 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,103 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:50,117 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:50,134 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:50,147 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:50,162 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,178 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,191 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,204 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,220 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,236 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,251 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,267 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,279 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:50,292 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:50,307 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,320 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,336 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,354 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,367 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,383 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,397 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,412 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,428 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,441 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,455 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,470 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,485 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:50,499 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:50,514 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:50,529 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:50,543 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,556 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,571 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:50,586 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,603 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,616 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,631 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,644 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,661 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,674 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,688 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,703 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,719 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:50,732 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,748 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,764 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,780 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,796 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,810 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,822 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,836 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,850 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,862 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,875 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:50,891 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,904 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.758, mIoU: 0.084
2023-07-24 11:56:50,917 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,931 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,947 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,962 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:50,977 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:50,991 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,004 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,019 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,035 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,050 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,066 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,079 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,093 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,105 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,121 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:51,137 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:51,152 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,167 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,178 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,192 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.759, mIoU: 0.084
2023-07-24 11:56:51,208 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:51,223 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:51,236 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.760, mIoU: 0.084
2023-07-24 11:56:51,250 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:51,264 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:51,279 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,292 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,307 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,320 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,335 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,350 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,362 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,378 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,393 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,407 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,422 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,437 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,452 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,467 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.760, mIoU: 0.083
2023-07-24 11:56:51,481 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,496 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,511 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,524 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,538 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,551 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,568 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,582 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,599 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,614 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,625 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,640 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,657 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,672 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,685 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,701 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,716 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,729 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,743 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,759 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.759, mIoU: 0.083
2023-07-24 11:56:51,773 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,787 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,798 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,815 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,830 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,845 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,858 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,873 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,888 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:51,904 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,919 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,932 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,947 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,961 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:51,976 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:51,990 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,003 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,019 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,033 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:52,048 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:52,063 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:52,078 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,093 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,108 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,122 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,136 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,152 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,167 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,183 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,198 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,208 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,222 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,235 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,250 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,265 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,281 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,294 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,310 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,325 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,339 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,356 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,371 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,385 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,401 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,416 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,431 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,444 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,459 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,474 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,490 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,504 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:52,519 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,535 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,548 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,563 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,578 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,591 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,606 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,619 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,633 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,648 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,664 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,679 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,694 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:52,710 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,723 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,736 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,752 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,765 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,778 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,793 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,808 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,823 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,839 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,852 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,865 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,882 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,897 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,910 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,925 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,939 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,954 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,969 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:52,985 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,000 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,014 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,023 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,039 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,055 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,068 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,083 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,098 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,113 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,127 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,142 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,158 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,173 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,189 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,204 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,221 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,237 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,251 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,266 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,281 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,296 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.761, mIoU: 0.082
2023-07-24 11:56:53,309 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,324 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,339 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,354 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,362 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,375 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,388 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:53,401 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,412 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,427 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,442 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,457 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,469 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,482 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,497 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,508 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,524 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,537 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,552 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,567 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,583 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,598 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,609 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,623 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,638 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,654 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,669 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,684 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,697 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,707 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,718 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:53,731 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,743 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,758 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,770 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,785 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,800 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:53,816 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:53,829 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:53,844 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:53,859 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:53,873 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:53,889 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,903 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,917 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,933 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,949 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,962 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,975 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:53,990 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,003 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,019 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,032 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,048 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,063 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,080 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,096 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,109 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.760, mIoU: 0.082
2023-07-24 11:56:54,125 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,140 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,155 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,170 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,183 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,196 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,211 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,226 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,241 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,256 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,271 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,287 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.760, mIoU: 0.081
2023-07-24 11:56:54,302 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,317 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:54,331 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:54,346 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.759, mIoU: 0.081
2023-07-24 11:56:54,357 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:54,370 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,385 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.759, mIoU: 0.082
2023-07-24 11:56:54,397 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,413 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,428 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,443 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,458 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,474 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,488 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,503 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,515 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,531 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,543 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,558 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,573 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,586 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,600 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,613 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,628 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,643 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,659 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,673 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.758, mIoU: 0.081
2023-07-24 11:56:54,688 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,701 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,714 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,729 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,742 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,755 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,770 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,785 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,800 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,813 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,826 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,841 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:54,856 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,872 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,885 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,898 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,913 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,928 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,944 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.758, mIoU: 0.082
2023-07-24 11:56:54,959 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:54,974 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.758, mIoU: 0.083
2023-07-24 11:56:54,989 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.757, mIoU: 0.083
2023-07-24 11:56:55,003 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,018 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,034 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,048 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,063 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,078 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,091 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,107 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,122 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.757, mIoU: 0.082
2023-07-24 11:56:55,137 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,150 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,165 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,180 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,196 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,209 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.756, mIoU: 0.082
2023-07-24 11:56:55,224 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,238 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,253 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,268 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,283 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,298 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,311 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,326 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.755, mIoU: 0.082
2023-07-24 11:56:55,343 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,356 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,371 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,384 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,393 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,408 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,424 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,437 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,452 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,467 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,480 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,493 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,508 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,523 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,538 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,556 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,570 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,587 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,601 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,614 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,629 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,644 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,659 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,671 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:55,684 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,698 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,713 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,729 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,744 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,757 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,772 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,787 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,800 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,815 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,831 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,846 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,861 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,875 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,890 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,905 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,921 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,936 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,949 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,964 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,977 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:55,990 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,002 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,016 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,031 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,045 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,060 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,070 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,082 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,098 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,113 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,125 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,140 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,156 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,172 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,185 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,200 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:56,215 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.754, mIoU: 0.081
2023-07-24 11:56:56,229 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,244 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,257 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,271 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,286 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,301 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,317 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,332 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,345 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,360 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,375 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.754, mIoU: 0.082
2023-07-24 11:56:56,387 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,402 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,416 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,431 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.753, mIoU: 0.081
2023-07-24 11:56:56,445 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,458 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,470 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,485 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:56,499 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:56,513 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:56,526 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:56,540 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.752, mIoU: 0.081
2023-07-24 11:56:56,558 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,572 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,583 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,599 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,615 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,630 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,646 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,659 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.753, mIoU: 0.082
2023-07-24 11:56:56,674 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,689 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,702 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,718 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,733 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,749 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,764 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,779 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,793 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,806 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,821 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,833 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,847 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,862 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.752, mIoU: 0.082
2023-07-24 11:56:56,877 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,889 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,904 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,914 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,929 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,944 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,959 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,972 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:56,987 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:57,004 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,020 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,031 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,046 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,062 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,072 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,087 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,102 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,117 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,130 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,143 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,158 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,172 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,187 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,201 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,216 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,229 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.751, mIoU: 0.082
2023-07-24 11:56:57,243 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,258 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,272 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,287 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,302 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,318 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,331 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,347 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,361 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,376 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,391 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,404 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,417 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,433 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,449 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,464 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,477 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,490 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,505 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,520 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,533 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,547 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,562 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,577 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,592 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,607 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,622 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,638 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,651 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,665 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,680 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,693 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,707 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,722 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,737 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,752 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,766 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:57,781 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,796 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,810 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,825 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,840 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,855 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,869 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,884 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,899 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,912 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,925 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,939 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,955 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.749, mIoU: 0.081
2023-07-24 11:56:57,968 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:57,983 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:57,998 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,014 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,029 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,044 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:58,059 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:58,074 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,087 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,100 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,113 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,127 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,140 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,155 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,170 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,183 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,196 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,211 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,223 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,237 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,252 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,268 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,283 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,298 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,311 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,326 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,341 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,354 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,370 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,385 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,401 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,415 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,430 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,446 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.750, mIoU: 0.081
2023-07-24 11:56:58,460 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,476 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,488 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,503 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,518 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,533 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,548 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,561 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,576 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,591 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,606 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,621 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,636 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,651 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,667 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,677 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,691 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,704 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:58,718 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,734 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,749 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,764 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,776 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,789 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,803 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,818 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,832 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,847 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,861 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,874 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,889 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,904 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,917 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:58,932 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:58,947 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:58,960 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:58,974 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:58,986 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,001 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,016 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,031 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,046 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,060 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,073 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,087 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,102 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,116 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,129 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,142 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,157 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,172 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,188 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,201 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,216 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,232 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,248 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,262 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,278 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,285 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,300 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,313 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,325 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,340 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,354 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,368 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,383 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,399 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,413 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,429 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,443 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,458 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,475 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,490 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,506 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,521 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,538 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,551 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,566 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,582 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,597 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,610 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:56:59,623 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,637 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,652 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,666 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,681 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,695 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,710 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,724 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:56:59,736 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,751 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,763 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,778 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,792 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,807 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,821 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:56:59,833 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,849 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,863 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,879 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,893 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,908 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,923 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,938 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,951 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,966 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,979 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.749, mIoU: 0.082
2023-07-24 11:56:59,993 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:57:00,008 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:57:00,023 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.750, mIoU: 0.082
2023-07-24 11:57:00,038 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,053 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,067 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,077 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,092 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,105 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,120 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,135 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,150 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:00,165 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,177 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,186 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,203 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,218 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,233 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,246 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,261 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,276 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,289 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,304 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,319 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,332 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,347 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,359 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,374 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,388 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,403 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,415 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,430 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,445 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.751, mIoU: 0.083
2023-07-24 11:57:00,460 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,475 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,488 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,503 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,518 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.750, mIoU: 0.083
2023-07-24 11:57:00,534 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.749, mIoU: 0.083
2023-07-24 11:57:17,855 semantic_segmentation INFO: Iters: 2410/150000 || Lr: 0.019711 || Task Loss: 1.4574 || KD Loss: 0.4855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:00 || Estimated Time: 2 days, 23:26:26
2023-07-24 11:57:34,942 semantic_segmentation INFO: Iters: 2420/150000 || Lr: 0.019709 || Task Loss: 1.4917 || KD Loss: 0.7911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:17 || Estimated Time: 2 days, 23:25:46
2023-07-24 11:57:52,180 semantic_segmentation INFO: Iters: 2430/150000 || Lr: 0.019708 || Task Loss: 1.7176 || KD Loss: 0.8512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:34 || Estimated Time: 2 days, 23:25:17
2023-07-24 11:58:09,100 semantic_segmentation INFO: Iters: 2440/150000 || Lr: 0.019707 || Task Loss: 1.8270 || KD Loss: 0.9060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:51 || Estimated Time: 2 days, 23:24:30
2023-07-24 11:58:26,793 semantic_segmentation INFO: Iters: 2450/150000 || Lr: 0.019706 || Task Loss: 1.7036 || KD Loss: 0.8068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:09 || Estimated Time: 2 days, 23:24:29
2023-07-24 11:58:43,952 semantic_segmentation INFO: Iters: 2460/150000 || Lr: 0.019705 || Task Loss: 1.4660 || KD Loss: 0.6679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:26 || Estimated Time: 2 days, 23:23:55
2023-07-24 11:59:01,014 semantic_segmentation INFO: Iters: 2470/150000 || Lr: 0.019703 || Task Loss: 1.3017 || KD Loss: 0.6455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:43 || Estimated Time: 2 days, 23:23:18
2023-07-24 11:59:18,210 semantic_segmentation INFO: Iters: 2480/150000 || Lr: 0.019702 || Task Loss: 1.1515 || KD Loss: 0.5451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:00 || Estimated Time: 2 days, 23:22:49
2023-07-24 11:59:35,500 semantic_segmentation INFO: Iters: 2490/150000 || Lr: 0.019701 || Task Loss: 2.3345 || KD Loss: 1.2240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:17 || Estimated Time: 2 days, 23:22:21
2023-07-24 11:59:52,693 semantic_segmentation INFO: Iters: 2500/150000 || Lr: 0.019700 || Task Loss: 1.2911 || KD Loss: 0.6871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:34 || Estimated Time: 2 days, 23:21:51
2023-07-24 12:00:09,793 semantic_segmentation INFO: Iters: 2510/150000 || Lr: 0.019699 || Task Loss: 1.5590 || KD Loss: 0.6415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:52 || Estimated Time: 2 days, 23:21:14
2023-07-24 12:00:26,814 semantic_segmentation INFO: Iters: 2520/150000 || Lr: 0.019697 || Task Loss: 2.1474 || KD Loss: 1.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:09 || Estimated Time: 2 days, 23:20:35
2023-07-24 12:00:44,095 semantic_segmentation INFO: Iters: 2530/150000 || Lr: 0.019696 || Task Loss: 1.7923 || KD Loss: 0.9750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:26 || Estimated Time: 2 days, 23:20:09
2023-07-24 12:01:01,236 semantic_segmentation INFO: Iters: 2540/150000 || Lr: 0.019695 || Task Loss: 1.4983 || KD Loss: 0.6927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:43 || Estimated Time: 2 days, 23:19:35
2023-07-24 12:01:18,220 semantic_segmentation INFO: Iters: 2550/150000 || Lr: 0.019694 || Task Loss: 1.6317 || KD Loss: 0.7618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:00 || Estimated Time: 2 days, 23:18:56
2023-07-24 12:01:35,436 semantic_segmentation INFO: Iters: 2560/150000 || Lr: 0.019693 || Task Loss: 1.7484 || KD Loss: 0.8551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:17 || Estimated Time: 2 days, 23:18:24
2023-07-24 12:01:52,585 semantic_segmentation INFO: Iters: 2570/150000 || Lr: 0.019691 || Task Loss: 1.8848 || KD Loss: 1.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:34 || Estimated Time: 2 days, 23:17:52
2023-07-24 12:02:09,709 semantic_segmentation INFO: Iters: 2580/150000 || Lr: 0.019690 || Task Loss: 1.4804 || KD Loss: 0.7611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:51 || Estimated Time: 2 days, 23:17:18
2023-07-24 12:02:27,026 semantic_segmentation INFO: Iters: 2590/150000 || Lr: 0.019689 || Task Loss: 1.1698 || KD Loss: 0.5675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:09 || Estimated Time: 2 days, 23:16:58
2023-07-24 12:02:44,348 semantic_segmentation INFO: Iters: 2600/150000 || Lr: 0.019688 || Task Loss: 1.6191 || KD Loss: 0.7765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:26 || Estimated Time: 2 days, 23:16:34
2023-07-24 12:03:01,638 semantic_segmentation INFO: Iters: 2610/150000 || Lr: 0.019687 || Task Loss: 1.5587 || KD Loss: 0.7258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:43 || Estimated Time: 2 days, 23:16:09
2023-07-24 12:03:18,687 semantic_segmentation INFO: Iters: 2620/150000 || Lr: 0.019685 || Task Loss: 1.0497 || KD Loss: 0.4474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:00 || Estimated Time: 2 days, 23:15:32
2023-07-24 12:03:36,116 semantic_segmentation INFO: Iters: 2630/150000 || Lr: 0.019684 || Task Loss: 1.5727 || KD Loss: 0.7644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:18 || Estimated Time: 2 days, 23:15:16
2023-07-24 12:03:53,195 semantic_segmentation INFO: Iters: 2640/150000 || Lr: 0.019683 || Task Loss: 1.9712 || KD Loss: 0.8050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:35 || Estimated Time: 2 days, 23:14:40
2023-07-24 12:04:10,324 semantic_segmentation INFO: Iters: 2650/150000 || Lr: 0.019682 || Task Loss: 1.5589 || KD Loss: 0.8071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:52 || Estimated Time: 2 days, 23:14:07
2023-07-24 12:04:27,596 semantic_segmentation INFO: Iters: 2660/150000 || Lr: 0.019681 || Task Loss: 1.7994 || KD Loss: 0.8014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:09 || Estimated Time: 2 days, 23:13:42
2023-07-24 12:04:45,326 semantic_segmentation INFO: Iters: 2670/150000 || Lr: 0.019679 || Task Loss: 2.3411 || KD Loss: 1.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:27 || Estimated Time: 2 days, 23:13:43
2023-07-24 12:05:02,260 semantic_segmentation INFO: Iters: 2680/150000 || Lr: 0.019678 || Task Loss: 2.2972 || KD Loss: 1.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:44 || Estimated Time: 2 days, 23:13:01
2023-07-24 12:05:19,272 semantic_segmentation INFO: Iters: 2690/150000 || Lr: 0.019677 || Task Loss: 1.5200 || KD Loss: 0.7052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:01 || Estimated Time: 2 days, 23:12:24
2023-07-24 12:05:36,428 semantic_segmentation INFO: Iters: 2700/150000 || Lr: 0.019676 || Task Loss: 1.9472 || KD Loss: 1.0223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:18 || Estimated Time: 2 days, 23:11:50
2023-07-24 12:05:53,632 semantic_segmentation INFO: Iters: 2710/150000 || Lr: 0.019675 || Task Loss: 1.8681 || KD Loss: 0.9547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:35 || Estimated Time: 2 days, 23:11:22
2023-07-24 12:06:11,070 semantic_segmentation INFO: Iters: 2720/150000 || Lr: 0.019673 || Task Loss: 2.1435 || KD Loss: 0.9953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:53 || Estimated Time: 2 days, 23:11:09
2023-07-24 12:06:28,474 semantic_segmentation INFO: Iters: 2730/150000 || Lr: 0.019672 || Task Loss: 1.7519 || KD Loss: 0.9325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:10 || Estimated Time: 2 days, 23:10:49
2023-07-24 12:06:45,679 semantic_segmentation INFO: Iters: 2740/150000 || Lr: 0.019671 || Task Loss: 1.8858 || KD Loss: 0.9469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:27 || Estimated Time: 2 days, 23:10:22
2023-07-24 12:07:02,646 semantic_segmentation INFO: Iters: 2750/150000 || Lr: 0.019670 || Task Loss: 2.1029 || KD Loss: 1.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:44 || Estimated Time: 2 days, 23:09:41
2023-07-24 12:07:19,658 semantic_segmentation INFO: Iters: 2760/150000 || Lr: 0.019669 || Task Loss: 1.7737 || KD Loss: 0.8988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:01 || Estimated Time: 2 days, 23:09:03
2023-07-24 12:07:36,826 semantic_segmentation INFO: Iters: 2770/150000 || Lr: 0.019667 || Task Loss: 1.4834 || KD Loss: 0.6885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:19 || Estimated Time: 2 days, 23:08:34
2023-07-24 12:07:53,828 semantic_segmentation INFO: Iters: 2780/150000 || Lr: 0.019666 || Task Loss: 1.7668 || KD Loss: 0.8050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:36 || Estimated Time: 2 days, 23:07:55
2023-07-24 12:08:10,880 semantic_segmentation INFO: Iters: 2790/150000 || Lr: 0.019665 || Task Loss: 1.9546 || KD Loss: 1.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:53 || Estimated Time: 2 days, 23:07:22
2023-07-24 12:08:28,267 semantic_segmentation INFO: Iters: 2800/150000 || Lr: 0.019664 || Task Loss: 1.5930 || KD Loss: 0.7901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:10 || Estimated Time: 2 days, 23:07:02
2023-07-24 12:08:45,387 semantic_segmentation INFO: Iters: 2810/150000 || Lr: 0.019663 || Task Loss: 1.2546 || KD Loss: 0.4593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:27 || Estimated Time: 2 days, 23:06:31
2023-07-24 12:09:02,606 semantic_segmentation INFO: Iters: 2820/150000 || Lr: 0.019661 || Task Loss: 1.9357 || KD Loss: 1.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:44 || Estimated Time: 2 days, 23:06:04
2023-07-24 12:09:19,662 semantic_segmentation INFO: Iters: 2830/150000 || Lr: 0.019660 || Task Loss: 1.7202 || KD Loss: 0.8775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:01 || Estimated Time: 2 days, 23:05:29
2023-07-24 12:09:36,755 semantic_segmentation INFO: Iters: 2840/150000 || Lr: 0.019659 || Task Loss: 2.0029 || KD Loss: 1.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:19 || Estimated Time: 2 days, 23:04:58
2023-07-24 12:09:54,051 semantic_segmentation INFO: Iters: 2850/150000 || Lr: 0.019658 || Task Loss: 1.4570 || KD Loss: 0.5995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:36 || Estimated Time: 2 days, 23:04:34
2023-07-24 12:10:11,327 semantic_segmentation INFO: Iters: 2860/150000 || Lr: 0.019657 || Task Loss: 2.0243 || KD Loss: 0.9822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:53 || Estimated Time: 2 days, 23:04:12
2023-07-24 12:10:28,311 semantic_segmentation INFO: Iters: 2870/150000 || Lr: 0.019655 || Task Loss: 1.5227 || KD Loss: 0.6889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:10 || Estimated Time: 2 days, 23:03:32
2023-07-24 12:10:45,760 semantic_segmentation INFO: Iters: 2880/150000 || Lr: 0.019654 || Task Loss: 2.0822 || KD Loss: 1.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:28 || Estimated Time: 2 days, 23:03:20
2023-07-24 12:11:02,905 semantic_segmentation INFO: Iters: 2890/150000 || Lr: 0.019653 || Task Loss: 1.4484 || KD Loss: 0.6716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:45 || Estimated Time: 2 days, 23:02:49
2023-07-24 12:11:20,465 semantic_segmentation INFO: Iters: 2900/150000 || Lr: 0.019652 || Task Loss: 1.7489 || KD Loss: 0.7660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:02 || Estimated Time: 2 days, 23:02:41
2023-07-24 12:11:37,686 semantic_segmentation INFO: Iters: 2910/150000 || Lr: 0.019651 || Task Loss: 1.8922 || KD Loss: 1.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:19 || Estimated Time: 2 days, 23:02:15
2023-07-24 12:11:54,717 semantic_segmentation INFO: Iters: 2920/150000 || Lr: 0.019649 || Task Loss: 1.6766 || KD Loss: 0.9698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:36 || Estimated Time: 2 days, 23:01:38
2023-07-24 12:12:12,196 semantic_segmentation INFO: Iters: 2930/150000 || Lr: 0.019648 || Task Loss: 1.5577 || KD Loss: 0.7181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:54 || Estimated Time: 2 days, 23:01:27
2023-07-24 12:12:29,281 semantic_segmentation INFO: Iters: 2940/150000 || Lr: 0.019647 || Task Loss: 1.3337 || KD Loss: 0.5795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:11 || Estimated Time: 2 days, 23:00:54
2023-07-24 12:12:46,807 semantic_segmentation INFO: Iters: 2950/150000 || Lr: 0.019646 || Task Loss: 2.1392 || KD Loss: 1.1886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:29 || Estimated Time: 2 days, 23:00:44
2023-07-24 12:13:03,935 semantic_segmentation INFO: Iters: 2960/150000 || Lr: 0.019645 || Task Loss: 1.6925 || KD Loss: 0.9933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:46 || Estimated Time: 2 days, 23:00:13
2023-07-24 12:13:21,145 semantic_segmentation INFO: Iters: 2970/150000 || Lr: 0.019643 || Task Loss: 1.2867 || KD Loss: 0.5483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:03 || Estimated Time: 2 days, 22:59:50
2023-07-24 12:13:38,340 semantic_segmentation INFO: Iters: 2980/150000 || Lr: 0.019642 || Task Loss: 2.0277 || KD Loss: 1.2370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:20 || Estimated Time: 2 days, 22:59:21
2023-07-24 12:13:55,535 semantic_segmentation INFO: Iters: 2990/150000 || Lr: 0.019641 || Task Loss: 1.6326 || KD Loss: 0.8698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:37 || Estimated Time: 2 days, 22:58:54
2023-07-24 12:14:12,750 semantic_segmentation INFO: Iters: 3000/150000 || Lr: 0.019640 || Task Loss: 1.8316 || KD Loss: 1.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:55 || Estimated Time: 2 days, 22:58:28
2023-07-24 12:14:29,968 semantic_segmentation INFO: Iters: 3010/150000 || Lr: 0.019639 || Task Loss: 1.8541 || KD Loss: 0.9400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:12 || Estimated Time: 2 days, 22:58:06
2023-07-24 12:14:47,497 semantic_segmentation INFO: Iters: 3020/150000 || Lr: 0.019637 || Task Loss: 1.2227 || KD Loss: 0.5933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:29 || Estimated Time: 2 days, 22:57:53
2023-07-24 12:15:04,689 semantic_segmentation INFO: Iters: 3030/150000 || Lr: 0.019636 || Task Loss: 1.4716 || KD Loss: 0.7643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:46 || Estimated Time: 2 days, 22:57:27
2023-07-24 12:15:21,969 semantic_segmentation INFO: Iters: 3040/150000 || Lr: 0.019635 || Task Loss: 1.3894 || KD Loss: 0.7305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:04 || Estimated Time: 2 days, 22:57:04
2023-07-24 12:15:39,080 semantic_segmentation INFO: Iters: 3050/150000 || Lr: 0.019634 || Task Loss: 1.1956 || KD Loss: 0.6062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:21 || Estimated Time: 2 days, 22:56:34
2023-07-24 12:15:56,273 semantic_segmentation INFO: Iters: 3060/150000 || Lr: 0.019633 || Task Loss: 1.2343 || KD Loss: 0.4953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:38 || Estimated Time: 2 days, 22:56:08
2023-07-24 12:16:13,607 semantic_segmentation INFO: Iters: 3070/150000 || Lr: 0.019631 || Task Loss: 1.4833 || KD Loss: 0.7115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:55 || Estimated Time: 2 days, 22:55:51
2023-07-24 12:16:30,798 semantic_segmentation INFO: Iters: 3080/150000 || Lr: 0.019630 || Task Loss: 1.8418 || KD Loss: 0.9906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:13 || Estimated Time: 2 days, 22:55:22
2023-07-24 12:16:47,979 semantic_segmentation INFO: Iters: 3090/150000 || Lr: 0.019629 || Task Loss: 1.8128 || KD Loss: 0.7833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:30 || Estimated Time: 2 days, 22:54:55
2023-07-24 12:17:05,212 semantic_segmentation INFO: Iters: 3100/150000 || Lr: 0.019628 || Task Loss: 1.9501 || KD Loss: 0.9424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:47 || Estimated Time: 2 days, 22:54:33
2023-07-24 12:17:22,673 semantic_segmentation INFO: Iters: 3110/150000 || Lr: 0.019627 || Task Loss: 1.5645 || KD Loss: 0.7675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:04 || Estimated Time: 2 days, 22:54:18
2023-07-24 12:17:39,702 semantic_segmentation INFO: Iters: 3120/150000 || Lr: 0.019625 || Task Loss: 1.7334 || KD Loss: 0.9039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:21 || Estimated Time: 2 days, 22:53:44
2023-07-24 12:17:56,980 semantic_segmentation INFO: Iters: 3130/150000 || Lr: 0.019624 || Task Loss: 1.8757 || KD Loss: 0.7980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:39 || Estimated Time: 2 days, 22:53:21
2023-07-24 12:18:14,025 semantic_segmentation INFO: Iters: 3140/150000 || Lr: 0.019623 || Task Loss: 1.3427 || KD Loss: 0.5746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:56 || Estimated Time: 2 days, 22:52:49
2023-07-24 12:18:31,038 semantic_segmentation INFO: Iters: 3150/150000 || Lr: 0.019622 || Task Loss: 1.5377 || KD Loss: 0.6482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:13 || Estimated Time: 2 days, 22:52:17
2023-07-24 12:18:48,424 semantic_segmentation INFO: Iters: 3160/150000 || Lr: 0.019621 || Task Loss: 1.9226 || KD Loss: 1.0044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:30 || Estimated Time: 2 days, 22:51:52
2023-07-24 12:19:05,655 semantic_segmentation INFO: Iters: 3170/150000 || Lr: 0.019619 || Task Loss: 2.6329 || KD Loss: 1.3657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:47 || Estimated Time: 2 days, 22:51:33
2023-07-24 12:19:22,814 semantic_segmentation INFO: Iters: 3180/150000 || Lr: 0.019618 || Task Loss: 1.2956 || KD Loss: 0.6599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:05 || Estimated Time: 2 days, 22:51:06
2023-07-24 12:19:39,927 semantic_segmentation INFO: Iters: 3190/150000 || Lr: 0.019617 || Task Loss: 2.0316 || KD Loss: 1.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:22 || Estimated Time: 2 days, 22:50:38
2023-07-24 12:19:57,023 semantic_segmentation INFO: Iters: 3200/150000 || Lr: 0.019616 || Task Loss: 0.9079 || KD Loss: 0.3785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:39 || Estimated Time: 2 days, 22:50:07
2023-07-24 12:19:57,138 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 12:19:57,522 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.829, mIoU: 0.048
2023-07-24 12:19:57,551 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.628, mIoU: 0.038
2023-07-24 12:19:57,563 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.728, mIoU: 0.043
2023-07-24 12:19:57,577 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.693, mIoU: 0.041
2023-07-24 12:19:57,590 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.659, mIoU: 0.059
2023-07-24 12:19:57,602 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.661, mIoU: 0.082
2023-07-24 12:19:57,616 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.670, mIoU: 0.082
2023-07-24 12:19:57,630 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.622, mIoU: 0.081
2023-07-24 12:19:57,642 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.647, mIoU: 0.082
2023-07-24 12:19:57,656 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.666, mIoU: 0.087
2023-07-24 12:19:57,670 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.674, mIoU: 0.084
2023-07-24 12:19:57,684 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.697, mIoU: 0.083
2023-07-24 12:19:57,696 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.676, mIoU: 0.081
2023-07-24 12:19:57,709 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.681, mIoU: 0.081
2023-07-24 12:19:57,724 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.683, mIoU: 0.080
2023-07-24 12:19:57,737 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.699, mIoU: 0.081
2023-07-24 12:19:57,749 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.699, mIoU: 0.081
2023-07-24 12:19:57,763 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.702, mIoU: 0.081
2023-07-24 12:19:57,778 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.715, mIoU: 0.082
2023-07-24 12:19:57,794 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.687, mIoU: 0.089
2023-07-24 12:19:57,809 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.691, mIoU: 0.079
2023-07-24 12:19:57,824 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.701, mIoU: 0.079
2023-07-24 12:19:57,839 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.693, mIoU: 0.080
2023-07-24 12:19:57,854 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.699, mIoU: 0.079
2023-07-24 12:19:57,870 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.698, mIoU: 0.079
2023-07-24 12:19:57,884 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.703, mIoU: 0.079
2023-07-24 12:19:57,899 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.711, mIoU: 0.080
2023-07-24 12:19:57,910 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.719, mIoU: 0.080
2023-07-24 12:19:57,926 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.720, mIoU: 0.081
2023-07-24 12:19:57,941 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.730, mIoU: 0.081
2023-07-24 12:19:57,956 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.730, mIoU: 0.077
2023-07-24 12:19:57,973 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.730, mIoU: 0.079
2023-07-24 12:19:57,989 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.735, mIoU: 0.079
2023-07-24 12:19:58,005 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.739, mIoU: 0.078
2023-07-24 12:19:58,021 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.740, mIoU: 0.079
2023-07-24 12:19:58,036 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.740, mIoU: 0.080
2023-07-24 12:19:58,050 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.746, mIoU: 0.090
2023-07-24 12:19:58,064 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.751, mIoU: 0.089
2023-07-24 12:19:58,081 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.750, mIoU: 0.089
2023-07-24 12:19:58,095 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.752, mIoU: 0.089
2023-07-24 12:19:58,109 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.744, mIoU: 0.089
2023-07-24 12:19:58,124 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.750, mIoU: 0.088
2023-07-24 12:19:58,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.751, mIoU: 0.089
2023-07-24 12:19:58,152 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.753, mIoU: 0.089
2023-07-24 12:19:58,167 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.753, mIoU: 0.090
2023-07-24 12:19:58,183 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.756, mIoU: 0.090
2023-07-24 12:19:58,196 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.757, mIoU: 0.090
2023-07-24 12:19:58,209 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.749, mIoU: 0.088
2023-07-24 12:19:58,224 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.750, mIoU: 0.092
2023-07-24 12:19:58,240 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.752, mIoU: 0.093
2023-07-24 12:19:58,256 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.754, mIoU: 0.093
2023-07-24 12:19:58,271 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.759, mIoU: 0.093
2023-07-24 12:19:58,284 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.762, mIoU: 0.093
2023-07-24 12:19:58,300 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.760, mIoU: 0.092
2023-07-24 12:19:58,315 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.761, mIoU: 0.092
2023-07-24 12:19:58,328 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.761, mIoU: 0.091
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2023-07-24 12:20:04,826 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:20:04,839 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.765, mIoU: 0.094
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2023-07-24 12:20:07,107 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,123 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,136 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,150 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,163 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,179 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,194 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:20:07,206 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.762, mIoU: 0.089
2023-07-24 12:20:07,221 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,236 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,251 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,263 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,276 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,284 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,298 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,313 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,327 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,343 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,358 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,373 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,388 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,403 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,415 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,430 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,444 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,459 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,473 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,485 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,498 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,511 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,525 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,538 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,551 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,564 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,579 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.762, mIoU: 0.089
2023-07-24 12:20:07,595 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,607 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,621 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,634 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:20:07,645 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,660 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,675 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,690 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,705 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,720 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,735 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,748 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,763 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,779 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:07,796 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:07,813 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:07,828 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:07,844 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:07,858 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:07,871 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:07,885 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,900 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:07,917 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,931 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,944 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,960 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:07,975 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:07,990 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,006 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,021 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,034 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,050 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,063 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,078 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:08,094 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,108 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,125 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,138 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,154 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,170 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,183 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,196 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.767, mIoU: 0.089
2023-07-24 12:20:08,212 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,227 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,243 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,258 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,269 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:08,282 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,296 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,309 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,324 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,341 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,354 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,369 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,382 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,397 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,412 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,426 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,439 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,454 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,469 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:08,482 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:08,497 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:08,512 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:08,526 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,539 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:08,554 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,570 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,586 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,600 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,614 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,627 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,643 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,656 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,669 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,684 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,698 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,711 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,727 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,742 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,757 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,773 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,786 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,798 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,813 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,827 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,840 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,853 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:08,869 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:08,883 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:08,896 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:08,911 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:08,927 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:08,943 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,959 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,972 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:08,986 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,001 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,016 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,031 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,046 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,059 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,072 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,084 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,099 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,115 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,129 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,143 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,154 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,167 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:09,182 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:09,197 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:09,210 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:09,226 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:09,239 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:09,255 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,269 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,284 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:09,297 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,312 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,327 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,341 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,356 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,371 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,386 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,402 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,417 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,432 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:09,447 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:09,461 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:09,476 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,491 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,504 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,517 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,530 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,546 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,560 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,576 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,591 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,603 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,618 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,635 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,650 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,664 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,680 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,695 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,708 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,723 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,739 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:09,754 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,767 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,779 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,797 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,812 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,828 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,842 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,857 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,872 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,888 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,904 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.764, mIoU: 0.089
2023-07-24 12:20:09,917 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,932 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,945 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:09,959 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,974 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:09,986 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,002 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,015 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,030 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,045 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,060 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,074 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,089 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,104 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,118 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,134 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:20:10,148 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,164 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,179 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,189 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,203 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,216 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,231 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,246 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,262 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,276 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,291 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,306 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,321 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,337 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,352 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,366 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,381 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,396 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,411 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,425 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,440 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,455 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,470 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,484 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,499 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,514 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,527 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,541 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,555 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,568 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,582 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,595 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,609 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,624 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,639 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,654 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,670 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,684 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,697 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,710 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,725 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,739 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,752 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,767 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,782 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,797 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,812 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,826 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,839 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:10,855 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:10,871 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:10,884 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:10,900 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:10,913 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:10,929 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:10,943 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:10,960 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:10,975 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:10,989 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:10,998 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,014 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,030 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,044 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,058 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,073 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,088 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,102 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,117 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,132 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,147 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,162 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,177 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,193 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,209 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,222 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,237 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.768, mIoU: 0.090
2023-07-24 12:20:11,252 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.768, mIoU: 0.090
2023-07-24 12:20:11,266 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:11,279 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.767, mIoU: 0.089
2023-07-24 12:20:11,294 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,310 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,325 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,332 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,346 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,359 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,372 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,384 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,399 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,414 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,429 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,441 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,455 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,470 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,480 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,496 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,509 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,524 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,539 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,554 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,569 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,580 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,593 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,608 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,623 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,638 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,653 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,666 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,677 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,688 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:11,702 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,713 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,729 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,742 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,757 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,773 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.765, mIoU: 0.090
2023-07-24 12:20:11,789 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:11,803 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,818 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,833 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,849 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,865 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,879 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,894 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,909 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,925 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,938 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,951 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,966 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,979 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:11,995 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,008 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.765, mIoU: 0.089
2023-07-24 12:20:12,023 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,038 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,055 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,071 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,084 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,100 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,114 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,129 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,144 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.766, mIoU: 0.089
2023-07-24 12:20:12,158 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:12,171 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.766, mIoU: 0.090
2023-07-24 12:20:12,186 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.767, mIoU: 0.090
2023-07-24 12:20:12,201 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:12,216 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:12,230 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,246 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,262 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.767, mIoU: 0.091
2023-07-24 12:20:12,277 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,293 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,306 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,322 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,332 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.766, mIoU: 0.091
2023-07-24 12:20:12,346 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,361 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,374 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,389 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,404 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,420 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,436 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,452 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,467 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,482 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,495 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,510 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,523 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,538 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,553 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,566 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,581 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,594 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,608 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,623 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,638 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,653 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,668 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,681 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,694 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,709 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,723 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,736 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,752 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,768 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,783 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,796 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.765, mIoU: 0.091
2023-07-24 12:20:12,809 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,825 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,841 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,857 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,870 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,883 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,898 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,913 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,929 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,944 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,959 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,974 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:12,988 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.764, mIoU: 0.091
2023-07-24 12:20:13,003 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:20:13,019 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:20:13,033 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:20:13,048 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:20:13,063 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,075 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,091 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.764, mIoU: 0.092
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2023-07-24 12:20:13,122 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,135 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,150 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,165 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,181 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,195 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,210 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,225 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,239 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.762, mIoU: 0.092
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2023-07-24 12:20:13,270 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:20:13,285 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.762, mIoU: 0.092
2023-07-24 12:20:13,298 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:20:13,314 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.762, mIoU: 0.092
2023-07-24 12:20:13,330 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.761, mIoU: 0.092
2023-07-24 12:20:13,343 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.761, mIoU: 0.092
2023-07-24 12:20:13,358 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.761, mIoU: 0.092
2023-07-24 12:20:13,372 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,381 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,396 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,412 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,425 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,441 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.761, mIoU: 0.091
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2023-07-24 12:20:13,512 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.761, mIoU: 0.091
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2023-07-24 12:20:13,576 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,590 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,603 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,618 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:20:13,633 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.761, mIoU: 0.091
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2023-07-24 12:20:13,673 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:13,688 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.760, mIoU: 0.090
2023-07-24 12:20:13,704 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.760, mIoU: 0.090
2023-07-24 12:20:13,719 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.760, mIoU: 0.090
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2023-07-24 12:20:13,779 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:13,793 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:13,809 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.760, mIoU: 0.091
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2023-07-24 12:20:14,141 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,157 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,173 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,187 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,202 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,218 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,231 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,247 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.760, mIoU: 0.091
2023-07-24 12:20:14,260 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.760, mIoU: 0.091
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2023-07-24 12:20:14,529 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.759, mIoU: 0.091
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2023-07-24 12:20:14,953 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.757, mIoU: 0.090
2023-07-24 12:20:14,967 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.757, mIoU: 0.090
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2023-07-24 12:20:15,548 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.756, mIoU: 0.089
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2023-07-24 12:20:15,685 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.756, mIoU: 0.090
2023-07-24 12:20:15,698 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.756, mIoU: 0.090
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2023-07-24 12:20:15,890 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.756, mIoU: 0.090
2023-07-24 12:20:15,904 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.756, mIoU: 0.090
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2023-07-24 12:20:15,974 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.756, mIoU: 0.090
2023-07-24 12:20:15,990 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.756, mIoU: 0.090
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2023-07-24 12:20:16,037 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.756, mIoU: 0.090
2023-07-24 12:20:16,052 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.756, mIoU: 0.090
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2023-07-24 12:20:16,135 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.757, mIoU: 0.090
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2023-07-24 12:20:16,164 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.757, mIoU: 0.090
2023-07-24 12:20:16,178 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.757, mIoU: 0.091
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2023-07-24 12:20:16,219 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.756, mIoU: 0.091
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2023-07-24 12:20:16,331 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.757, mIoU: 0.091
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2023-07-24 12:20:16,405 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.756, mIoU: 0.091
2023-07-24 12:20:16,418 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.756, mIoU: 0.091
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2023-07-24 12:20:16,978 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:16,989 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.757, mIoU: 0.091
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2023-07-24 12:20:17,552 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.757, mIoU: 0.091
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2023-07-24 12:20:17,697 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.756, mIoU: 0.091
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2023-07-24 12:20:18,383 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,398 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,413 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,425 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,440 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,454 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,468 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,484 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.756, mIoU: 0.091
2023-07-24 12:20:18,496 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.756, mIoU: 0.091
2023-07-24 12:20:18,510 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.757, mIoU: 0.091
2023-07-24 12:20:18,524 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.756, mIoU: 0.091
2023-07-24 12:20:18,540 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.756, mIoU: 0.091
2023-07-24 12:20:36,012 semantic_segmentation INFO: Iters: 3210/150000 || Lr: 0.019615 || Task Loss: 1.5099 || KD Loss: 0.7467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:18 || Estimated Time: 2 days, 23:06:19
2023-07-24 12:20:52,941 semantic_segmentation INFO: Iters: 3220/150000 || Lr: 0.019613 || Task Loss: 2.2980 || KD Loss: 1.2324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:35 || Estimated Time: 2 days, 23:05:38
2023-07-24 12:21:09,965 semantic_segmentation INFO: Iters: 3230/150000 || Lr: 0.019612 || Task Loss: 1.4681 || KD Loss: 0.6947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:52 || Estimated Time: 2 days, 23:05:04
2023-07-24 12:21:27,920 semantic_segmentation INFO: Iters: 3240/150000 || Lr: 0.019611 || Task Loss: 1.8285 || KD Loss: 0.8834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:10 || Estimated Time: 2 days, 23:05:08
2023-07-24 12:21:44,864 semantic_segmentation INFO: Iters: 3250/150000 || Lr: 0.019610 || Task Loss: 1.6736 || KD Loss: 0.8222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:27 || Estimated Time: 2 days, 23:04:28
2023-07-24 12:22:02,261 semantic_segmentation INFO: Iters: 3260/150000 || Lr: 0.019608 || Task Loss: 1.7250 || KD Loss: 0.8711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:44 || Estimated Time: 2 days, 23:04:09
2023-07-24 12:22:19,459 semantic_segmentation INFO: Iters: 3270/150000 || Lr: 0.019607 || Task Loss: 2.2823 || KD Loss: 0.9912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:01 || Estimated Time: 2 days, 23:03:41
2023-07-24 12:22:36,661 semantic_segmentation INFO: Iters: 3280/150000 || Lr: 0.019606 || Task Loss: 1.3353 || KD Loss: 0.6766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:18 || Estimated Time: 2 days, 23:03:13
2023-07-24 12:22:54,356 semantic_segmentation INFO: Iters: 3290/150000 || Lr: 0.019605 || Task Loss: 1.4930 || KD Loss: 0.6459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:36 || Estimated Time: 2 days, 23:03:04
2023-07-24 12:23:11,513 semantic_segmentation INFO: Iters: 3300/150000 || Lr: 0.019604 || Task Loss: 1.6493 || KD Loss: 0.7999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:53 || Estimated Time: 2 days, 23:02:37
2023-07-24 12:23:28,721 semantic_segmentation INFO: Iters: 3310/150000 || Lr: 0.019602 || Task Loss: 1.8545 || KD Loss: 1.0025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:11 || Estimated Time: 2 days, 23:02:10
2023-07-24 12:23:46,196 semantic_segmentation INFO: Iters: 3320/150000 || Lr: 0.019601 || Task Loss: 1.8717 || KD Loss: 1.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:28 || Estimated Time: 2 days, 23:01:54
2023-07-24 12:24:03,304 semantic_segmentation INFO: Iters: 3330/150000 || Lr: 0.019600 || Task Loss: 1.6991 || KD Loss: 0.9836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:45 || Estimated Time: 2 days, 23:01:23
2023-07-24 12:24:21,012 semantic_segmentation INFO: Iters: 3340/150000 || Lr: 0.019599 || Task Loss: 1.5948 || KD Loss: 0.7666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:03 || Estimated Time: 2 days, 23:01:17
2023-07-24 12:24:38,439 semantic_segmentation INFO: Iters: 3350/150000 || Lr: 0.019598 || Task Loss: 1.5862 || KD Loss: 0.7634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:20 || Estimated Time: 2 days, 23:01:01
2023-07-24 12:24:55,643 semantic_segmentation INFO: Iters: 3360/150000 || Lr: 0.019596 || Task Loss: 1.3679 || KD Loss: 0.6559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:37 || Estimated Time: 2 days, 23:00:31
2023-07-24 12:25:12,853 semantic_segmentation INFO: Iters: 3370/150000 || Lr: 0.019595 || Task Loss: 1.7034 || KD Loss: 0.7912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:55 || Estimated Time: 2 days, 23:00:04
2023-07-24 12:25:30,070 semantic_segmentation INFO: Iters: 3380/150000 || Lr: 0.019594 || Task Loss: 1.5737 || KD Loss: 0.7312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:12 || Estimated Time: 2 days, 22:59:40
2023-07-24 12:25:47,437 semantic_segmentation INFO: Iters: 3390/150000 || Lr: 0.019593 || Task Loss: 1.6259 || KD Loss: 0.6829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:29 || Estimated Time: 2 days, 22:59:17
2023-07-24 12:26:04,580 semantic_segmentation INFO: Iters: 3400/150000 || Lr: 0.019592 || Task Loss: 1.7306 || KD Loss: 0.9200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:46 || Estimated Time: 2 days, 22:58:48
2023-07-24 12:26:21,905 semantic_segmentation INFO: Iters: 3410/150000 || Lr: 0.019590 || Task Loss: 1.5424 || KD Loss: 0.7102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:04 || Estimated Time: 2 days, 22:58:28
2023-07-24 12:26:39,258 semantic_segmentation INFO: Iters: 3420/150000 || Lr: 0.019589 || Task Loss: 1.8238 || KD Loss: 1.0189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:21 || Estimated Time: 2 days, 22:58:05
2023-07-24 12:26:56,571 semantic_segmentation INFO: Iters: 3430/150000 || Lr: 0.019588 || Task Loss: 1.5916 || KD Loss: 0.8671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:38 || Estimated Time: 2 days, 22:57:43
2023-07-24 12:27:13,896 semantic_segmentation INFO: Iters: 3440/150000 || Lr: 0.019587 || Task Loss: 1.1659 || KD Loss: 0.5069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:56 || Estimated Time: 2 days, 22:57:20
2023-07-24 12:27:31,119 semantic_segmentation INFO: Iters: 3450/150000 || Lr: 0.019586 || Task Loss: 1.9104 || KD Loss: 0.9766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:13 || Estimated Time: 2 days, 22:56:57
2023-07-24 12:27:48,678 semantic_segmentation INFO: Iters: 3460/150000 || Lr: 0.019584 || Task Loss: 1.5988 || KD Loss: 0.6990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:30 || Estimated Time: 2 days, 22:56:43
2023-07-24 12:28:06,274 semantic_segmentation INFO: Iters: 3470/150000 || Lr: 0.019583 || Task Loss: 1.7733 || KD Loss: 0.8264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:48 || Estimated Time: 2 days, 22:56:33
2023-07-24 12:28:23,332 semantic_segmentation INFO: Iters: 3480/150000 || Lr: 0.019582 || Task Loss: 2.0570 || KD Loss: 1.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:05 || Estimated Time: 2 days, 22:56:01
2023-07-24 12:28:40,610 semantic_segmentation INFO: Iters: 3490/150000 || Lr: 0.019581 || Task Loss: 1.5583 || KD Loss: 0.7414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:22 || Estimated Time: 2 days, 22:55:36
2023-07-24 12:28:58,137 semantic_segmentation INFO: Iters: 3500/150000 || Lr: 0.019580 || Task Loss: 2.5012 || KD Loss: 1.2232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:40 || Estimated Time: 2 days, 22:55:22
2023-07-24 12:29:15,446 semantic_segmentation INFO: Iters: 3510/150000 || Lr: 0.019578 || Task Loss: 1.9085 || KD Loss: 1.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:57 || Estimated Time: 2 days, 22:55:00
2023-07-24 12:29:32,556 semantic_segmentation INFO: Iters: 3520/150000 || Lr: 0.019577 || Task Loss: 1.2542 || KD Loss: 0.6428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:14 || Estimated Time: 2 days, 22:54:32
2023-07-24 12:29:50,186 semantic_segmentation INFO: Iters: 3530/150000 || Lr: 0.019576 || Task Loss: 2.2642 || KD Loss: 1.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:32 || Estimated Time: 2 days, 22:54:21
2023-07-24 12:30:07,446 semantic_segmentation INFO: Iters: 3540/150000 || Lr: 0.019575 || Task Loss: 1.4864 || KD Loss: 0.6523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:49 || Estimated Time: 2 days, 22:53:56
2023-07-24 12:30:24,653 semantic_segmentation INFO: Iters: 3550/150000 || Lr: 0.019574 || Task Loss: 2.0252 || KD Loss: 0.8427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:06 || Estimated Time: 2 days, 22:53:29
2023-07-24 12:30:42,251 semantic_segmentation INFO: Iters: 3560/150000 || Lr: 0.019572 || Task Loss: 1.7432 || KD Loss: 0.9214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:24 || Estimated Time: 2 days, 22:53:19
2023-07-24 12:30:59,399 semantic_segmentation INFO: Iters: 3570/150000 || Lr: 0.019571 || Task Loss: 1.2625 || KD Loss: 0.6354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:41 || Estimated Time: 2 days, 22:52:50
2023-07-24 12:31:16,800 semantic_segmentation INFO: Iters: 3580/150000 || Lr: 0.019570 || Task Loss: 1.5769 || KD Loss: 0.8247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:59 || Estimated Time: 2 days, 22:52:30
2023-07-24 12:31:33,796 semantic_segmentation INFO: Iters: 3590/150000 || Lr: 0.019569 || Task Loss: 1.7428 || KD Loss: 0.8254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:16 || Estimated Time: 2 days, 22:51:59
2023-07-24 12:31:51,403 semantic_segmentation INFO: Iters: 3600/150000 || Lr: 0.019568 || Task Loss: 1.4333 || KD Loss: 0.6558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:33 || Estimated Time: 2 days, 22:51:48
2023-07-24 12:32:08,588 semantic_segmentation INFO: Iters: 3610/150000 || Lr: 0.019566 || Task Loss: 1.7407 || KD Loss: 0.7198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:50 || Estimated Time: 2 days, 22:51:19
2023-07-24 12:32:25,957 semantic_segmentation INFO: Iters: 3620/150000 || Lr: 0.019565 || Task Loss: 1.3672 || KD Loss: 0.5587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:08 || Estimated Time: 2 days, 22:50:58
2023-07-24 12:32:43,449 semantic_segmentation INFO: Iters: 3630/150000 || Lr: 0.019564 || Task Loss: 1.3390 || KD Loss: 0.7370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:25 || Estimated Time: 2 days, 22:50:45
2023-07-24 12:33:00,515 semantic_segmentation INFO: Iters: 3640/150000 || Lr: 0.019563 || Task Loss: 1.1211 || KD Loss: 0.5605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:42 || Estimated Time: 2 days, 22:50:14
2023-07-24 12:33:17,829 semantic_segmentation INFO: Iters: 3650/150000 || Lr: 0.019562 || Task Loss: 2.1251 || KD Loss: 1.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:00 || Estimated Time: 2 days, 22:49:51
2023-07-24 12:33:35,019 semantic_segmentation INFO: Iters: 3660/150000 || Lr: 0.019560 || Task Loss: 1.4305 || KD Loss: 0.6816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:17 || Estimated Time: 2 days, 22:49:24
2023-07-24 12:33:52,230 semantic_segmentation INFO: Iters: 3670/150000 || Lr: 0.019559 || Task Loss: 1.8067 || KD Loss: 0.8957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:34 || Estimated Time: 2 days, 22:48:58
2023-07-24 12:34:09,440 semantic_segmentation INFO: Iters: 3680/150000 || Lr: 0.019558 || Task Loss: 1.9436 || KD Loss: 0.8628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:51 || Estimated Time: 2 days, 22:48:33
2023-07-24 12:34:26,926 semantic_segmentation INFO: Iters: 3690/150000 || Lr: 0.019557 || Task Loss: 1.8264 || KD Loss: 0.8186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:09 || Estimated Time: 2 days, 22:48:19
2023-07-24 12:34:44,042 semantic_segmentation INFO: Iters: 3700/150000 || Lr: 0.019556 || Task Loss: 1.6041 || KD Loss: 0.8525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:26 || Estimated Time: 2 days, 22:47:48
2023-07-24 12:35:01,469 semantic_segmentation INFO: Iters: 3710/150000 || Lr: 0.019554 || Task Loss: 1.4465 || KD Loss: 0.8104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:43 || Estimated Time: 2 days, 22:47:33
2023-07-24 12:35:18,637 semantic_segmentation INFO: Iters: 3720/150000 || Lr: 0.019553 || Task Loss: 1.6599 || KD Loss: 0.7256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:00 || Estimated Time: 2 days, 22:47:04
2023-07-24 12:35:35,975 semantic_segmentation INFO: Iters: 3730/150000 || Lr: 0.019552 || Task Loss: 1.6843 || KD Loss: 0.9551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:18 || Estimated Time: 2 days, 22:46:44
2023-07-24 12:35:53,531 semantic_segmentation INFO: Iters: 3740/150000 || Lr: 0.019551 || Task Loss: 2.0507 || KD Loss: 1.2801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:35 || Estimated Time: 2 days, 22:46:32
2023-07-24 12:36:10,561 semantic_segmentation INFO: Iters: 3750/150000 || Lr: 0.019550 || Task Loss: 1.9410 || KD Loss: 1.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:52 || Estimated Time: 2 days, 22:45:59
2023-07-24 12:36:27,882 semantic_segmentation INFO: Iters: 3760/150000 || Lr: 0.019548 || Task Loss: 1.1865 || KD Loss: 0.5015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:10 || Estimated Time: 2 days, 22:45:37
2023-07-24 12:36:45,511 semantic_segmentation INFO: Iters: 3770/150000 || Lr: 0.019547 || Task Loss: 1.3607 || KD Loss: 0.6891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:27 || Estimated Time: 2 days, 22:45:28
2023-07-24 12:37:02,901 semantic_segmentation INFO: Iters: 3780/150000 || Lr: 0.019546 || Task Loss: 1.3687 || KD Loss: 0.5978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:45 || Estimated Time: 2 days, 22:45:09
2023-07-24 12:37:20,099 semantic_segmentation INFO: Iters: 3790/150000 || Lr: 0.019545 || Task Loss: 1.5408 || KD Loss: 0.7087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:02 || Estimated Time: 2 days, 22:44:43
2023-07-24 12:37:37,282 semantic_segmentation INFO: Iters: 3800/150000 || Lr: 0.019544 || Task Loss: 1.8040 || KD Loss: 0.9070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:19 || Estimated Time: 2 days, 22:44:17
2023-07-24 12:37:54,501 semantic_segmentation INFO: Iters: 3810/150000 || Lr: 0.019542 || Task Loss: 2.0885 || KD Loss: 1.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:36 || Estimated Time: 2 days, 22:43:52
2023-07-24 12:38:11,734 semantic_segmentation INFO: Iters: 3820/150000 || Lr: 0.019541 || Task Loss: 1.5215 || KD Loss: 0.8248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:54 || Estimated Time: 2 days, 22:43:30
2023-07-24 12:38:28,937 semantic_segmentation INFO: Iters: 3830/150000 || Lr: 0.019540 || Task Loss: 1.2853 || KD Loss: 0.6615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:11 || Estimated Time: 2 days, 22:43:03
2023-07-24 12:38:46,136 semantic_segmentation INFO: Iters: 3840/150000 || Lr: 0.019539 || Task Loss: 1.1970 || KD Loss: 0.5123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:28 || Estimated Time: 2 days, 22:42:38
2023-07-24 12:39:03,615 semantic_segmentation INFO: Iters: 3850/150000 || Lr: 0.019538 || Task Loss: 1.1982 || KD Loss: 0.6316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:45 || Estimated Time: 2 days, 22:42:21
2023-07-24 12:39:21,158 semantic_segmentation INFO: Iters: 3860/150000 || Lr: 0.019536 || Task Loss: 1.8056 || KD Loss: 0.9529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:03 || Estimated Time: 2 days, 22:42:10
2023-07-24 12:39:38,338 semantic_segmentation INFO: Iters: 3870/150000 || Lr: 0.019535 || Task Loss: 1.2009 || KD Loss: 0.5121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:20 || Estimated Time: 2 days, 22:41:42
2023-07-24 12:39:55,640 semantic_segmentation INFO: Iters: 3880/150000 || Lr: 0.019534 || Task Loss: 1.5852 || KD Loss: 0.7060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:37 || Estimated Time: 2 days, 22:41:21
2023-07-24 12:40:13,062 semantic_segmentation INFO: Iters: 3890/150000 || Lr: 0.019533 || Task Loss: 1.5516 || KD Loss: 0.6994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:55 || Estimated Time: 2 days, 22:41:04
2023-07-24 12:40:30,376 semantic_segmentation INFO: Iters: 3900/150000 || Lr: 0.019532 || Task Loss: 1.2450 || KD Loss: 0.6284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:12 || Estimated Time: 2 days, 22:40:43
2023-07-24 12:40:47,559 semantic_segmentation INFO: Iters: 3910/150000 || Lr: 0.019530 || Task Loss: 1.3486 || KD Loss: 0.6339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:29 || Estimated Time: 2 days, 22:40:16
2023-07-24 12:41:04,981 semantic_segmentation INFO: Iters: 3920/150000 || Lr: 0.019529 || Task Loss: 2.0168 || KD Loss: 1.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:47 || Estimated Time: 2 days, 22:40:00
2023-07-24 12:41:22,209 semantic_segmentation INFO: Iters: 3930/150000 || Lr: 0.019528 || Task Loss: 1.2870 || KD Loss: 0.6263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:04 || Estimated Time: 2 days, 22:39:34
2023-07-24 12:41:39,810 semantic_segmentation INFO: Iters: 3940/150000 || Lr: 0.019527 || Task Loss: 1.5203 || KD Loss: 0.6682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:22 || Estimated Time: 2 days, 22:39:24
2023-07-24 12:41:57,015 semantic_segmentation INFO: Iters: 3950/150000 || Lr: 0.019525 || Task Loss: 1.5331 || KD Loss: 0.7415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:39 || Estimated Time: 2 days, 22:38:59
2023-07-24 12:42:14,300 semantic_segmentation INFO: Iters: 3960/150000 || Lr: 0.019524 || Task Loss: 1.5018 || KD Loss: 0.7005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:56 || Estimated Time: 2 days, 22:38:37
2023-07-24 12:42:31,421 semantic_segmentation INFO: Iters: 3970/150000 || Lr: 0.019523 || Task Loss: 1.7060 || KD Loss: 0.8738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:13 || Estimated Time: 2 days, 22:38:10
2023-07-24 12:42:48,622 semantic_segmentation INFO: Iters: 3980/150000 || Lr: 0.019522 || Task Loss: 1.5984 || KD Loss: 0.8417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:30 || Estimated Time: 2 days, 22:37:45
2023-07-24 12:43:05,792 semantic_segmentation INFO: Iters: 3990/150000 || Lr: 0.019521 || Task Loss: 1.5699 || KD Loss: 0.7048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:48 || Estimated Time: 2 days, 22:37:17
2023-07-24 12:43:22,998 semantic_segmentation INFO: Iters: 4000/150000 || Lr: 0.019519 || Task Loss: 1.3758 || KD Loss: 0.6199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:05 || Estimated Time: 2 days, 22:36:48
2023-07-24 12:43:23,129 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 12:43:23,524 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.892, mIoU: 0.063
2023-07-24 12:43:23,563 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.661, mIoU: 0.053
2023-07-24 12:43:23,575 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.751, mIoU: 0.058
2023-07-24 12:43:23,590 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.709, mIoU: 0.057
2023-07-24 12:43:23,605 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.653, mIoU: 0.065
2023-07-24 12:43:23,619 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.664, mIoU: 0.079
2023-07-24 12:43:23,635 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.671, mIoU: 0.076
2023-07-24 12:43:23,651 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.613, mIoU: 0.075
2023-07-24 12:43:23,665 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.638, mIoU: 0.076
2023-07-24 12:43:23,680 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.658, mIoU: 0.082
2023-07-24 12:43:23,696 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.673, mIoU: 0.082
2023-07-24 12:43:23,712 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.694, mIoU: 0.078
2023-07-24 12:43:23,726 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.673, mIoU: 0.076
2023-07-24 12:43:23,741 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.689, mIoU: 0.077
2023-07-24 12:43:23,757 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.694, mIoU: 0.077
2023-07-24 12:43:23,770 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.709, mIoU: 0.078
2023-07-24 12:43:23,782 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.708, mIoU: 0.078
2023-07-24 12:43:23,795 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.711, mIoU: 0.078
2023-07-24 12:43:23,810 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.723, mIoU: 0.079
2023-07-24 12:43:23,828 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.706, mIoU: 0.104
2023-07-24 12:43:23,844 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.709, mIoU: 0.098
2023-07-24 12:43:23,860 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.718, mIoU: 0.097
2023-07-24 12:43:23,876 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.710, mIoU: 0.098
2023-07-24 12:43:23,893 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.715, mIoU: 0.098
2023-07-24 12:43:23,910 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.712, mIoU: 0.098
2023-07-24 12:43:23,925 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.716, mIoU: 0.098
2023-07-24 12:43:23,940 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.723, mIoU: 0.098
2023-07-24 12:43:23,953 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.731, mIoU: 0.099
2023-07-24 12:43:23,968 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.731, mIoU: 0.100
2023-07-24 12:43:23,984 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.741, mIoU: 0.100
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2023-07-24 12:43:24,014 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.743, mIoU: 0.101
2023-07-24 12:43:24,030 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.748, mIoU: 0.101
2023-07-24 12:43:24,045 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.752, mIoU: 0.101
2023-07-24 12:43:24,061 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.753, mIoU: 0.105
2023-07-24 12:43:24,076 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.753, mIoU: 0.107
2023-07-24 12:43:24,089 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.755, mIoU: 0.107
2023-07-24 12:43:24,102 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.759, mIoU: 0.106
2023-07-24 12:43:24,119 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.759, mIoU: 0.106
2023-07-24 12:43:24,132 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.760, mIoU: 0.106
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2023-07-24 12:43:24,161 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.758, mIoU: 0.105
2023-07-24 12:43:24,176 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.758, mIoU: 0.106
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2023-07-24 12:43:24,205 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.760, mIoU: 0.107
2023-07-24 12:43:24,220 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.762, mIoU: 0.107
2023-07-24 12:43:24,234 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.763, mIoU: 0.107
2023-07-24 12:43:24,246 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.761, mIoU: 0.108
2023-07-24 12:43:24,261 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.760, mIoU: 0.110
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2023-07-24 12:43:24,309 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.767, mIoU: 0.110
2023-07-24 12:43:24,322 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.771, mIoU: 0.110
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2023-07-24 12:43:24,353 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.770, mIoU: 0.110
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2023-07-24 12:43:24,383 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.771, mIoU: 0.109
2023-07-24 12:43:24,400 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.775, mIoU: 0.109
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2023-07-24 12:43:24,429 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.763, mIoU: 0.103
2023-07-24 12:43:24,442 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.761, mIoU: 0.103
2023-07-24 12:43:24,458 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.761, mIoU: 0.101
2023-07-24 12:43:24,471 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.764, mIoU: 0.101
2023-07-24 12:43:24,489 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.761, mIoU: 0.100
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2023-07-24 12:43:24,737 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.752, mIoU: 0.101
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2023-07-24 12:43:24,767 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.749, mIoU: 0.100
2023-07-24 12:43:24,782 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.748, mIoU: 0.099
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2023-07-24 12:43:25,203 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.742, mIoU: 0.089
2023-07-24 12:43:25,219 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.741, mIoU: 0.088
2023-07-24 12:43:25,234 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.739, mIoU: 0.088
2023-07-24 12:43:25,248 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.740, mIoU: 0.089
2023-07-24 12:43:25,262 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.740, mIoU: 0.089
2023-07-24 12:43:25,277 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.741, mIoU: 0.089
2023-07-24 12:43:25,291 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.743, mIoU: 0.089
2023-07-24 12:43:25,306 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.742, mIoU: 0.089
2023-07-24 12:43:25,321 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.745, mIoU: 0.089
2023-07-24 12:43:25,335 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.746, mIoU: 0.089
2023-07-24 12:43:25,348 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.748, mIoU: 0.089
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2023-07-24 12:43:25,676 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.749, mIoU: 0.087
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2023-07-24 12:43:29,581 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.763, mIoU: 0.086
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2023-07-24 12:43:29,666 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.762, mIoU: 0.090
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2023-07-24 12:43:29,726 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:43:29,742 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.763, mIoU: 0.090
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2023-07-24 12:43:29,904 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.765, mIoU: 0.089
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2023-07-24 12:43:29,934 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.765, mIoU: 0.089
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2023-07-24 12:43:30,080 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.763, mIoU: 0.089
2023-07-24 12:43:30,096 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.762, mIoU: 0.088
2023-07-24 12:43:30,111 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.763, mIoU: 0.088
2023-07-24 12:43:30,126 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.763, mIoU: 0.088
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2023-07-24 12:43:30,192 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.763, mIoU: 0.088
2023-07-24 12:43:30,206 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.763, mIoU: 0.088
2023-07-24 12:43:30,221 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:30,236 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.764, mIoU: 0.090
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2023-07-24 12:43:30,267 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.763, mIoU: 0.091
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2023-07-24 12:43:30,314 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.764, mIoU: 0.092
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2023-07-24 12:43:30,457 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.762, mIoU: 0.091
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2023-07-24 12:43:30,513 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.761, mIoU: 0.090
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2023-07-24 12:43:30,834 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.762, mIoU: 0.092
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2023-07-24 12:43:30,939 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.762, mIoU: 0.092
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2023-07-24 12:43:31,016 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:31,032 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:31,047 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.762, mIoU: 0.091
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2023-07-24 12:43:31,119 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.761, mIoU: 0.093
2023-07-24 12:43:31,134 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.762, mIoU: 0.093
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2023-07-24 12:43:31,231 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.760, mIoU: 0.092
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2023-07-24 12:43:32,457 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:32,472 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:43:32,486 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:43:32,501 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.761, mIoU: 0.091
2023-07-24 12:43:32,514 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,530 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.760, mIoU: 0.090
2023-07-24 12:43:32,544 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,559 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,575 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,591 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,606 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.760, mIoU: 0.090
2023-07-24 12:43:32,622 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:32,637 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.760, mIoU: 0.090
2023-07-24 12:43:32,652 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.759, mIoU: 0.090
2023-07-24 12:43:32,666 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.759, mIoU: 0.090
2023-07-24 12:43:32,681 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.758, mIoU: 0.089
2023-07-24 12:43:32,697 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.758, mIoU: 0.089
2023-07-24 12:43:32,715 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,729 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,744 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,754 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,767 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,782 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.759, mIoU: 0.089
2023-07-24 12:43:32,794 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,809 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,821 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,834 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,848 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,864 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,879 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,894 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.760, mIoU: 0.089
2023-07-24 12:43:32,906 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,922 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,935 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,951 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,967 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.762, mIoU: 0.089
2023-07-24 12:43:32,983 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:32,998 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:33,014 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:33,029 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.761, mIoU: 0.089
2023-07-24 12:43:33,043 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,059 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,074 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,088 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,102 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,116 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,132 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.761, mIoU: 0.090
2023-07-24 12:43:33,147 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,160 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,175 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,190 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,205 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,218 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,232 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,240 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,255 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,270 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,285 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,300 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,315 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,331 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,347 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,363 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,376 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,392 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,406 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,422 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,438 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,451 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:43:33,464 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.764, mIoU: 0.090
2023-07-24 12:43:33,478 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,492 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,506 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,519 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.762, mIoU: 0.090
2023-07-24 12:43:33,532 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.763, mIoU: 0.090
2023-07-24 12:43:33,547 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:33,562 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.762, mIoU: 0.092
2023-07-24 12:43:33,574 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:33,588 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.762, mIoU: 0.091
2023-07-24 12:43:33,601 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.763, mIoU: 0.091
2023-07-24 12:43:33,612 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.763, mIoU: 0.091
2023-07-24 12:43:33,627 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:43:33,641 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:43:33,656 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.763, mIoU: 0.092
2023-07-24 12:43:33,671 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:33,685 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:33,700 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:33,713 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:33,728 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:33,743 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,759 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,775 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:33,790 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.763, mIoU: 0.093
2023-07-24 12:43:33,806 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,819 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.763, mIoU: 0.093
2023-07-24 12:43:33,832 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,845 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,861 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,877 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,891 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,904 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,919 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,933 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,948 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,963 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,978 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:33,991 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:34,006 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:34,019 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:34,033 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:34,048 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,062 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,078 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,092 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,108 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,124 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,137 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:34,150 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:34,166 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,182 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,197 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,212 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,225 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,238 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,252 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,266 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,280 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,297 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,311 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,326 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,339 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,354 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,370 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,383 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,396 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,411 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,426 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,440 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,455 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,470 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,484 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,497 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,512 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.766, mIoU: 0.095
2023-07-24 12:43:34,527 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.765, mIoU: 0.095
2023-07-24 12:43:34,544 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,557 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,571 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,585 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,601 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,614 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,627 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,642 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,657 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,670 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,686 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,702 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,717 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,733 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,746 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,758 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,773 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,786 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,799 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,812 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,828 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,841 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,854 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,868 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,884 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:34,899 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,915 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,928 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,941 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,956 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:34,972 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:34,987 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,003 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,016 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,029 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,041 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,057 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,073 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,088 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,103 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,114 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,128 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,144 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,159 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,172 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,187 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,200 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,216 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,229 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,244 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:35,257 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,272 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,287 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,299 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,315 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,329 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,344 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,358 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:35,373 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,389 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,404 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:35,419 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,434 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,450 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,464 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,477 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,491 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,508 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,522 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,539 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,555 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,567 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,582 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,598 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,613 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,626 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,641 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,655 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,668 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,682 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,697 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,711 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,724 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:35,735 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,751 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,766 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,781 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,794 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,809 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,824 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,839 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,854 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,867 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,882 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,895 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,910 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,925 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,938 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,954 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:35,967 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,982 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:35,998 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:36,013 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:36,028 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:36,044 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:36,059 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:36,073 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,090 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,105 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,121 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,137 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,147 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,161 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,175 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:36,190 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:36,205 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,220 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,233 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,248 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,262 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,277 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,292 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,307 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,320 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,335 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,350 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,364 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,377 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,392 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,407 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,422 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,436 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.764, mIoU: 0.092
2023-07-24 12:43:36,451 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,466 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,479 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,493 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,508 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,521 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,535 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,548 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,562 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,578 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,593 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,608 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:36,623 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:36,638 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:36,651 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:36,664 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:36,679 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,692 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,705 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,720 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,735 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,750 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,766 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,779 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,793 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,809 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.765, mIoU: 0.092
2023-07-24 12:43:36,824 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,838 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,853 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,866 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,882 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,897 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,913 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,928 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,943 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,953 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,968 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,984 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.766, mIoU: 0.092
2023-07-24 12:43:36,997 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,011 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,026 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,041 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,054 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,069 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,084 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,099 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,115 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,131 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,148 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,164 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,177 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,192 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.768, mIoU: 0.092
2023-07-24 12:43:37,207 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,221 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.767, mIoU: 0.092
2023-07-24 12:43:37,234 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.767, mIoU: 0.093
2023-07-24 12:43:37,249 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,265 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,280 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,287 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,301 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,313 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,326 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,337 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,353 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,367 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,382 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,394 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,407 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,422 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,432 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,448 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,461 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,475 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,490 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,505 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,520 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.766, mIoU: 0.093
2023-07-24 12:43:37,531 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,544 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,559 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,573 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,588 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,603 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,616 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,626 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,637 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,650 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,662 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,677 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,690 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,705 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,720 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,736 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,750 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,765 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,779 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,794 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,810 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,824 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,838 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,853 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,868 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,881 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,894 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,909 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,921 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,937 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:37,950 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:37,965 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,980 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:37,997 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,013 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,026 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,041 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,057 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,072 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,087 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,100 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.767, mIoU: 0.094
2023-07-24 12:43:38,114 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,129 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.767, mIoU: 0.094
2023-07-24 12:43:38,144 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,159 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,174 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,190 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,205 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,221 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,235 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,248 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.766, mIoU: 0.094
2023-07-24 12:43:38,263 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:38,273 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:38,286 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:38,301 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.765, mIoU: 0.094
2023-07-24 12:43:38,312 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:38,327 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:38,342 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.765, mIoU: 0.093
2023-07-24 12:43:38,356 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.764, mIoU: 0.093
2023-07-24 12:43:38,371 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,386 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,401 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,415 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,427 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,442 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,455 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,471 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,486 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,499 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,515 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,528 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,543 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,558 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,574 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,589 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,605 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,618 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,631 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,646 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,659 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,672 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,688 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,702 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.764, mIoU: 0.094
2023-07-24 12:43:38,717 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,730 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,743 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,758 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.763, mIoU: 0.095
2023-07-24 12:43:38,773 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,788 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,800 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,813 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,827 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,842 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,857 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,872 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,887 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,902 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.764, mIoU: 0.095
2023-07-24 12:43:38,916 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.763, mIoU: 0.095
2023-07-24 12:43:38,930 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.764, mIoU: 0.096
2023-07-24 12:43:38,946 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:38,960 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:38,974 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:38,989 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,001 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,017 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,031 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,047 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,059 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.763, mIoU: 0.096
2023-07-24 12:43:39,074 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,089 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,106 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,119 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,135 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,150 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,165 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,181 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,196 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,212 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,225 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.762, mIoU: 0.096
2023-07-24 12:43:39,240 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,256 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,269 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,284 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,296 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,305 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,320 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.761, mIoU: 0.095
2023-07-24 12:43:39,335 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,348 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,363 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,378 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,390 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,403 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,418 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,433 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,447 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,464 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,478 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.761, mIoU: 0.096
2023-07-24 12:43:39,496 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.761, mIoU: 0.095
2023-07-24 12:43:39,511 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.760, mIoU: 0.096
2023-07-24 12:43:39,524 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,539 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,555 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,570 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,582 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,596 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,611 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,626 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,641 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,657 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.760, mIoU: 0.095
2023-07-24 12:43:39,669 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,684 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,698 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,711 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,726 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,741 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,756 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,770 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,783 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,797 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,811 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,826 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,840 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,853 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,868 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,881 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,894 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,907 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,922 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,937 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,952 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.759, mIoU: 0.095
2023-07-24 12:43:39,967 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:39,977 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:39,990 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,006 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,021 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.759, mIoU: 0.094
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2023-07-24 12:43:40,049 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.760, mIoU: 0.094
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2023-07-24 12:43:40,080 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,094 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,109 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,124 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,137 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,152 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,165 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,179 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.760, mIoU: 0.094
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2023-07-24 12:43:40,224 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,240 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,253 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,268 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,283 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.760, mIoU: 0.094
2023-07-24 12:43:40,295 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,310 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.759, mIoU: 0.094
2023-07-24 12:43:40,324 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.759, mIoU: 0.094
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2023-07-24 12:43:40,434 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.758, mIoU: 0.094
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2023-07-24 12:43:40,575 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.758, mIoU: 0.094
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2023-07-24 12:43:40,850 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.757, mIoU: 0.093
2023-07-24 12:43:40,865 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.757, mIoU: 0.093
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2023-07-24 12:43:40,893 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,910 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,924 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,936 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,951 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,966 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,977 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:40,992 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,007 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,022 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,035 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,048 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,063 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,077 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,092 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,105 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,122 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,135 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,149 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,164 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,180 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,196 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,211 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,227 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,240 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,256 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,270 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,285 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,300 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,313 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,326 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,342 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,357 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,372 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,385 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,398 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,413 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,428 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,441 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,454 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,469 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,483 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,498 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,513 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,528 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,544 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,557 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,572 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,587 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.756, mIoU: 0.093
2023-07-24 12:43:41,601 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.757, mIoU: 0.093
2023-07-24 12:43:41,616 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.757, mIoU: 0.093
2023-07-24 12:43:41,631 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.757, mIoU: 0.093
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2023-07-24 12:43:41,661 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.757, mIoU: 0.093
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2023-07-24 12:43:41,692 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.756, mIoU: 0.093
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2023-07-24 12:43:41,736 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:41,765 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,779 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,795 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,810 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,822 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,835 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:41,878 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,892 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:41,907 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:41,938 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:41,969 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,151 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,182 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,239 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.757, mIoU: 0.094
2023-07-24 12:43:42,254 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,267 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,282 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,297 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,312 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,325 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,340 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,356 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,371 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,386 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,399 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,414 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,429 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,444 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,459 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,472 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,487 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,518 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,533 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,547 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,588 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,602 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,615 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:42,726 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.756, mIoU: 0.094
2023-07-24 12:43:42,739 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.756, mIoU: 0.094
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2023-07-24 12:43:43,177 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.756, mIoU: 0.095
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2023-07-24 12:43:43,617 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.756, mIoU: 0.095
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2023-07-24 12:43:43,746 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,759 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,774 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,789 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,805 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,820 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,835 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,851 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,866 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,880 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,895 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,908 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,923 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,938 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,953 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,969 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:43,984 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:43,998 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,007 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,022 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,035 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,050 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,065 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:44,080 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:43:44,095 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,106 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,116 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,132 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,147 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,162 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,175 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,189 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,205 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,218 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,233 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,249 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,263 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,278 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,290 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,305 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,320 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,335 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,348 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,363 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,378 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.757, mIoU: 0.095
2023-07-24 12:43:44,393 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,408 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,421 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,435 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,450 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.756, mIoU: 0.095
2023-07-24 12:43:44,466 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.755, mIoU: 0.095
2023-07-24 12:44:01,529 semantic_segmentation INFO: Iters: 4010/150000 || Lr: 0.019518 || Task Loss: 1.6652 || KD Loss: 0.7205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:43 || Estimated Time: 2 days, 22:49:25
2023-07-24 12:44:18,702 semantic_segmentation INFO: Iters: 4020/150000 || Lr: 0.019517 || Task Loss: 1.8293 || KD Loss: 0.9250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:00 || Estimated Time: 2 days, 22:48:55
2023-07-24 12:44:36,202 semantic_segmentation INFO: Iters: 4030/150000 || Lr: 0.019516 || Task Loss: 1.5332 || KD Loss: 0.6984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:18 || Estimated Time: 2 days, 22:48:40
2023-07-24 12:44:53,129 semantic_segmentation INFO: Iters: 4040/150000 || Lr: 0.019515 || Task Loss: 1.8202 || KD Loss: 0.9770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:35 || Estimated Time: 2 days, 22:48:04
2023-07-24 12:45:10,504 semantic_segmentation INFO: Iters: 4050/150000 || Lr: 0.019513 || Task Loss: 2.1331 || KD Loss: 1.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:52 || Estimated Time: 2 days, 22:47:42
2023-07-24 12:45:27,748 semantic_segmentation INFO: Iters: 4060/150000 || Lr: 0.019512 || Task Loss: 1.6935 || KD Loss: 0.7166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:10 || Estimated Time: 2 days, 22:47:19
2023-07-24 12:45:45,155 semantic_segmentation INFO: Iters: 4070/150000 || Lr: 0.019511 || Task Loss: 1.6356 || KD Loss: 0.6717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:27 || Estimated Time: 2 days, 22:46:59
2023-07-24 12:46:02,325 semantic_segmentation INFO: Iters: 4080/150000 || Lr: 0.019510 || Task Loss: 1.6714 || KD Loss: 0.8199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:44 || Estimated Time: 2 days, 22:46:29
2023-07-24 12:46:19,835 semantic_segmentation INFO: Iters: 4090/150000 || Lr: 0.019509 || Task Loss: 1.4852 || KD Loss: 0.6500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:02 || Estimated Time: 2 days, 22:46:11
2023-07-24 12:46:37,094 semantic_segmentation INFO: Iters: 4100/150000 || Lr: 0.019507 || Task Loss: 1.9355 || KD Loss: 1.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:19 || Estimated Time: 2 days, 22:45:48
2023-07-24 12:46:54,252 semantic_segmentation INFO: Iters: 4110/150000 || Lr: 0.019506 || Task Loss: 1.6454 || KD Loss: 0.8210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:36 || Estimated Time: 2 days, 22:45:20
2023-07-24 12:47:11,452 semantic_segmentation INFO: Iters: 4120/150000 || Lr: 0.019505 || Task Loss: 1.5820 || KD Loss: 0.7525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:53 || Estimated Time: 2 days, 22:44:54
2023-07-24 12:47:28,784 semantic_segmentation INFO: Iters: 4130/150000 || Lr: 0.019504 || Task Loss: 1.9264 || KD Loss: 1.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:11 || Estimated Time: 2 days, 22:44:33
2023-07-24 12:47:46,457 semantic_segmentation INFO: Iters: 4140/150000 || Lr: 0.019503 || Task Loss: 1.2405 || KD Loss: 0.5175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:28 || Estimated Time: 2 days, 22:44:23
2023-07-24 12:48:03,598 semantic_segmentation INFO: Iters: 4150/150000 || Lr: 0.019501 || Task Loss: 1.5398 || KD Loss: 0.7634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:45 || Estimated Time: 2 days, 22:43:55
2023-07-24 12:48:21,224 semantic_segmentation INFO: Iters: 4160/150000 || Lr: 0.019500 || Task Loss: 1.7125 || KD Loss: 0.8277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:03 || Estimated Time: 2 days, 22:43:43
2023-07-24 12:48:38,341 semantic_segmentation INFO: Iters: 4170/150000 || Lr: 0.019499 || Task Loss: 1.6628 || KD Loss: 0.8444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:20 || Estimated Time: 2 days, 22:43:12
2023-07-24 12:48:55,500 semantic_segmentation INFO: Iters: 4180/150000 || Lr: 0.019498 || Task Loss: 1.3565 || KD Loss: 0.5965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:37 || Estimated Time: 2 days, 22:42:45
2023-07-24 12:49:12,715 semantic_segmentation INFO: Iters: 4190/150000 || Lr: 0.019497 || Task Loss: 1.2584 || KD Loss: 0.6759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:54 || Estimated Time: 2 days, 22:42:19
2023-07-24 12:49:30,385 semantic_segmentation INFO: Iters: 4200/150000 || Lr: 0.019495 || Task Loss: 1.4286 || KD Loss: 0.7519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:12 || Estimated Time: 2 days, 22:42:09
2023-07-24 12:49:47,433 semantic_segmentation INFO: Iters: 4210/150000 || Lr: 0.019494 || Task Loss: 1.2826 || KD Loss: 0.5678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:29 || Estimated Time: 2 days, 22:41:39
2023-07-24 12:50:04,604 semantic_segmentation INFO: Iters: 4220/150000 || Lr: 0.019493 || Task Loss: 1.9753 || KD Loss: 0.8727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:46 || Estimated Time: 2 days, 22:41:09
2023-07-24 12:50:21,717 semantic_segmentation INFO: Iters: 4230/150000 || Lr: 0.019492 || Task Loss: 2.0134 || KD Loss: 0.9435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:03 || Estimated Time: 2 days, 22:40:41
2023-07-24 12:50:38,915 semantic_segmentation INFO: Iters: 4240/150000 || Lr: 0.019491 || Task Loss: 1.1427 || KD Loss: 0.5667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:21 || Estimated Time: 2 days, 22:40:14
2023-07-24 12:50:56,119 semantic_segmentation INFO: Iters: 4250/150000 || Lr: 0.019489 || Task Loss: 1.5683 || KD Loss: 0.7667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:38 || Estimated Time: 2 days, 22:39:48
2023-07-24 12:51:13,307 semantic_segmentation INFO: Iters: 4260/150000 || Lr: 0.019488 || Task Loss: 1.8415 || KD Loss: 1.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:55 || Estimated Time: 2 days, 22:39:22
2023-07-24 12:51:30,453 semantic_segmentation INFO: Iters: 4270/150000 || Lr: 0.019487 || Task Loss: 1.3433 || KD Loss: 0.6705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:12 || Estimated Time: 2 days, 22:38:53
2023-07-24 12:51:47,714 semantic_segmentation INFO: Iters: 4280/150000 || Lr: 0.019486 || Task Loss: 1.7109 || KD Loss: 0.9280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:29 || Estimated Time: 2 days, 22:38:30
2023-07-24 12:52:04,915 semantic_segmentation INFO: Iters: 4290/150000 || Lr: 0.019485 || Task Loss: 2.1603 || KD Loss: 1.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:47 || Estimated Time: 2 days, 22:38:04
2023-07-24 12:52:22,330 semantic_segmentation INFO: Iters: 4300/150000 || Lr: 0.019483 || Task Loss: 1.7365 || KD Loss: 0.9883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:04 || Estimated Time: 2 days, 22:37:45
2023-07-24 12:52:39,732 semantic_segmentation INFO: Iters: 4310/150000 || Lr: 0.019482 || Task Loss: 1.6234 || KD Loss: 0.6427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:22 || Estimated Time: 2 days, 22:37:26
2023-07-24 12:52:56,867 semantic_segmentation INFO: Iters: 4320/150000 || Lr: 0.019481 || Task Loss: 1.5463 || KD Loss: 0.6981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:39 || Estimated Time: 2 days, 22:36:59
2023-07-24 12:53:14,073 semantic_segmentation INFO: Iters: 4330/150000 || Lr: 0.019480 || Task Loss: 1.5522 || KD Loss: 0.7785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:56 || Estimated Time: 2 days, 22:36:34
2023-07-24 12:53:31,271 semantic_segmentation INFO: Iters: 4340/150000 || Lr: 0.019479 || Task Loss: 1.4047 || KD Loss: 0.7910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:13 || Estimated Time: 2 days, 22:36:08
2023-07-24 12:53:49,249 semantic_segmentation INFO: Iters: 4350/150000 || Lr: 0.019477 || Task Loss: 1.5726 || KD Loss: 0.7638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:31 || Estimated Time: 2 days, 22:36:06
2023-07-24 12:54:06,395 semantic_segmentation INFO: Iters: 4360/150000 || Lr: 0.019476 || Task Loss: 1.2722 || KD Loss: 0.6642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:48 || Estimated Time: 2 days, 22:35:39
2023-07-24 12:54:23,715 semantic_segmentation INFO: Iters: 4370/150000 || Lr: 0.019475 || Task Loss: 1.6234 || KD Loss: 0.7084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:05 || Estimated Time: 2 days, 22:35:16
2023-07-24 12:54:40,794 semantic_segmentation INFO: Iters: 4380/150000 || Lr: 0.019474 || Task Loss: 1.4192 || KD Loss: 0.5567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2438|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:23 || Estimated Time: 2 days, 22:34:47
2023-07-24 12:54:58,074 semantic_segmentation INFO: Iters: 4390/150000 || Lr: 0.019473 || Task Loss: 2.2085 || KD Loss: 1.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:40 || Estimated Time: 2 days, 22:34:24
2023-07-24 12:55:15,350 semantic_segmentation INFO: Iters: 4400/150000 || Lr: 0.019471 || Task Loss: 1.3615 || KD Loss: 0.5114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:57 || Estimated Time: 2 days, 22:34:02
2023-07-24 12:55:32,634 semantic_segmentation INFO: Iters: 4410/150000 || Lr: 0.019470 || Task Loss: 1.9124 || KD Loss: 0.8897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:14 || Estimated Time: 2 days, 22:33:38
2023-07-24 12:55:49,902 semantic_segmentation INFO: Iters: 4420/150000 || Lr: 0.019469 || Task Loss: 1.2424 || KD Loss: 0.5577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:32 || Estimated Time: 2 days, 22:33:14
2023-07-24 12:56:07,109 semantic_segmentation INFO: Iters: 4430/150000 || Lr: 0.019468 || Task Loss: 1.5989 || KD Loss: 0.8036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:49 || Estimated Time: 2 days, 22:32:49
2023-07-24 12:56:24,293 semantic_segmentation INFO: Iters: 4440/150000 || Lr: 0.019467 || Task Loss: 1.3761 || KD Loss: 0.6359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:06 || Estimated Time: 2 days, 22:32:23
2023-07-24 12:56:41,434 semantic_segmentation INFO: Iters: 4450/150000 || Lr: 0.019465 || Task Loss: 1.7895 || KD Loss: 0.8135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:23 || Estimated Time: 2 days, 22:31:56
2023-07-24 12:56:58,732 semantic_segmentation INFO: Iters: 4460/150000 || Lr: 0.019464 || Task Loss: 1.8122 || KD Loss: 0.8210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:41 || Estimated Time: 2 days, 22:31:33
2023-07-24 12:57:15,916 semantic_segmentation INFO: Iters: 4470/150000 || Lr: 0.019463 || Task Loss: 1.5032 || KD Loss: 0.6723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:58 || Estimated Time: 2 days, 22:31:08
2023-07-24 12:57:33,365 semantic_segmentation INFO: Iters: 4480/150000 || Lr: 0.019462 || Task Loss: 1.2413 || KD Loss: 0.5622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:15 || Estimated Time: 2 days, 22:30:51
2023-07-24 12:57:50,917 semantic_segmentation INFO: Iters: 4490/150000 || Lr: 0.019461 || Task Loss: 1.5100 || KD Loss: 0.7702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:33 || Estimated Time: 2 days, 22:30:37
2023-07-24 12:58:08,028 semantic_segmentation INFO: Iters: 4500/150000 || Lr: 0.019459 || Task Loss: 1.6474 || KD Loss: 0.7624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:50 || Estimated Time: 2 days, 22:30:08
2023-07-24 12:58:25,248 semantic_segmentation INFO: Iters: 4510/150000 || Lr: 0.019458 || Task Loss: 1.3924 || KD Loss: 0.6354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:07 || Estimated Time: 2 days, 22:29:44
2023-07-24 12:58:42,527 semantic_segmentation INFO: Iters: 4520/150000 || Lr: 0.019457 || Task Loss: 1.1873 || KD Loss: 0.4889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:24 || Estimated Time: 2 days, 22:29:21
2023-07-24 12:58:59,954 semantic_segmentation INFO: Iters: 4530/150000 || Lr: 0.019456 || Task Loss: 1.3608 || KD Loss: 0.6453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:42 || Estimated Time: 2 days, 22:29:03
2023-07-24 12:59:17,541 semantic_segmentation INFO: Iters: 4540/150000 || Lr: 0.019454 || Task Loss: 1.9563 || KD Loss: 1.1649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:59 || Estimated Time: 2 days, 22:28:50
2023-07-24 12:59:34,766 semantic_segmentation INFO: Iters: 4550/150000 || Lr: 0.019453 || Task Loss: 1.7996 || KD Loss: 0.9152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:17 || Estimated Time: 2 days, 22:28:22
2023-07-24 12:59:51,998 semantic_segmentation INFO: Iters: 4560/150000 || Lr: 0.019452 || Task Loss: 1.1698 || KD Loss: 0.5359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:34 || Estimated Time: 2 days, 22:28:02
2023-07-24 13:00:09,191 semantic_segmentation INFO: Iters: 4570/150000 || Lr: 0.019451 || Task Loss: 1.3628 || KD Loss: 0.6145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:51 || Estimated Time: 2 days, 22:27:36
2023-07-24 13:00:26,606 semantic_segmentation INFO: Iters: 4580/150000 || Lr: 0.019450 || Task Loss: 1.2399 || KD Loss: 0.6176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:08 || Estimated Time: 2 days, 22:27:17
2023-07-24 13:00:43,819 semantic_segmentation INFO: Iters: 4590/150000 || Lr: 0.019448 || Task Loss: 1.1882 || KD Loss: 0.5536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:26 || Estimated Time: 2 days, 22:26:53
2023-07-24 13:01:01,280 semantic_segmentation INFO: Iters: 4600/150000 || Lr: 0.019447 || Task Loss: 1.2953 || KD Loss: 0.6265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:43 || Estimated Time: 2 days, 22:26:37
2023-07-24 13:01:18,527 semantic_segmentation INFO: Iters: 4610/150000 || Lr: 0.019446 || Task Loss: 1.4633 || KD Loss: 0.8003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:00 || Estimated Time: 2 days, 22:26:13
2023-07-24 13:01:35,835 semantic_segmentation INFO: Iters: 4620/150000 || Lr: 0.019445 || Task Loss: 1.6040 || KD Loss: 0.7012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:18 || Estimated Time: 2 days, 22:25:51
2023-07-24 13:01:53,114 semantic_segmentation INFO: Iters: 4630/150000 || Lr: 0.019444 || Task Loss: 1.3086 || KD Loss: 0.6751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:35 || Estimated Time: 2 days, 22:25:29
2023-07-24 13:02:10,512 semantic_segmentation INFO: Iters: 4640/150000 || Lr: 0.019442 || Task Loss: 1.6989 || KD Loss: 0.7563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:52 || Estimated Time: 2 days, 22:25:10
2023-07-24 13:02:28,310 semantic_segmentation INFO: Iters: 4650/150000 || Lr: 0.019441 || Task Loss: 1.7474 || KD Loss: 0.8976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:10 || Estimated Time: 2 days, 22:25:04
2023-07-24 13:02:45,464 semantic_segmentation INFO: Iters: 4660/150000 || Lr: 0.019440 || Task Loss: 1.7799 || KD Loss: 0.9944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:27 || Estimated Time: 2 days, 22:24:39
2023-07-24 13:03:02,669 semantic_segmentation INFO: Iters: 4670/150000 || Lr: 0.019439 || Task Loss: 1.5736 || KD Loss: 0.8248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:44 || Estimated Time: 2 days, 22:24:12
2023-07-24 13:03:19,952 semantic_segmentation INFO: Iters: 4680/150000 || Lr: 0.019438 || Task Loss: 1.5401 || KD Loss: 0.7683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:02 || Estimated Time: 2 days, 22:23:50
2023-07-24 13:03:37,273 semantic_segmentation INFO: Iters: 4690/150000 || Lr: 0.019436 || Task Loss: 1.3033 || KD Loss: 0.5907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:19 || Estimated Time: 2 days, 22:23:29
2023-07-24 13:03:54,578 semantic_segmentation INFO: Iters: 4700/150000 || Lr: 0.019435 || Task Loss: 1.0918 || KD Loss: 0.4693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:36 || Estimated Time: 2 days, 22:23:08
2023-07-24 13:04:11,945 semantic_segmentation INFO: Iters: 4710/150000 || Lr: 0.019434 || Task Loss: 1.6356 || KD Loss: 0.7415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:54 || Estimated Time: 2 days, 22:22:48
2023-07-24 13:04:29,272 semantic_segmentation INFO: Iters: 4720/150000 || Lr: 0.019433 || Task Loss: 1.6313 || KD Loss: 0.8487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:11 || Estimated Time: 2 days, 22:22:26
2023-07-24 13:04:46,774 semantic_segmentation INFO: Iters: 4730/150000 || Lr: 0.019432 || Task Loss: 1.9720 || KD Loss: 0.8313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:29 || Estimated Time: 2 days, 22:22:12
2023-07-24 13:05:04,088 semantic_segmentation INFO: Iters: 4740/150000 || Lr: 0.019430 || Task Loss: 1.5067 || KD Loss: 0.6213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:46 || Estimated Time: 2 days, 22:21:50
2023-07-24 13:05:21,401 semantic_segmentation INFO: Iters: 4750/150000 || Lr: 0.019429 || Task Loss: 1.3231 || KD Loss: 0.6570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:03 || Estimated Time: 2 days, 22:21:29
2023-07-24 13:05:39,079 semantic_segmentation INFO: Iters: 4760/150000 || Lr: 0.019428 || Task Loss: 1.3351 || KD Loss: 0.6854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:21 || Estimated Time: 2 days, 22:21:19
2023-07-24 13:05:56,429 semantic_segmentation INFO: Iters: 4770/150000 || Lr: 0.019427 || Task Loss: 1.8236 || KD Loss: 0.7917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:38 || Estimated Time: 2 days, 22:20:58
2023-07-24 13:06:13,685 semantic_segmentation INFO: Iters: 4780/150000 || Lr: 0.019426 || Task Loss: 1.4180 || KD Loss: 0.6612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:55 || Estimated Time: 2 days, 22:20:36
2023-07-24 13:06:30,902 semantic_segmentation INFO: Iters: 4790/150000 || Lr: 0.019424 || Task Loss: 2.0083 || KD Loss: 0.9299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:13 || Estimated Time: 2 days, 22:20:11
2023-07-24 13:06:48,148 semantic_segmentation INFO: Iters: 4800/150000 || Lr: 0.019423 || Task Loss: 0.9823 || KD Loss: 0.4228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:30 || Estimated Time: 2 days, 22:19:48
2023-07-24 13:06:48,275 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 13:06:48,679 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.908, mIoU: 0.073
2023-07-24 13:06:48,695 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.668, mIoU: 0.065
2023-07-24 13:06:48,825 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.755, mIoU: 0.068
2023-07-24 13:06:48,840 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.712, mIoU: 0.068
2023-07-24 13:06:48,854 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.672, mIoU: 0.083
2023-07-24 13:06:48,866 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.711, mIoU: 0.126
2023-07-24 13:06:48,880 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.677, mIoU: 0.118
2023-07-24 13:06:48,895 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.670, mIoU: 0.131
2023-07-24 13:06:48,907 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.692, mIoU: 0.152
2023-07-24 13:06:48,921 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.701, mIoU: 0.152
2023-07-24 13:06:48,935 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.707, mIoU: 0.151
2023-07-24 13:06:48,950 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.727, mIoU: 0.150
2023-07-24 13:06:48,963 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.704, mIoU: 0.149
2023-07-24 13:06:48,977 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.718, mIoU: 0.148
2023-07-24 13:06:48,991 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.718, mIoU: 0.147
2023-07-24 13:06:49,003 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.731, mIoU: 0.147
2023-07-24 13:06:49,014 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.730, mIoU: 0.147
2023-07-24 13:06:49,027 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.731, mIoU: 0.147
2023-07-24 13:06:49,042 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.742, mIoU: 0.147
2023-07-24 13:06:49,059 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.727, mIoU: 0.158
2023-07-24 13:06:49,074 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.736, mIoU: 0.155
2023-07-24 13:06:49,089 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.743, mIoU: 0.154
2023-07-24 13:06:49,104 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.733, mIoU: 0.153
2023-07-24 13:06:49,121 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.739, mIoU: 0.147
2023-07-24 13:06:49,136 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.737, mIoU: 0.140
2023-07-24 13:06:49,151 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.740, mIoU: 0.140
2023-07-24 13:06:49,166 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.746, mIoU: 0.140
2023-07-24 13:06:49,177 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.753, mIoU: 0.141
2023-07-24 13:06:49,193 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.754, mIoU: 0.141
2023-07-24 13:06:49,208 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.763, mIoU: 0.141
2023-07-24 13:06:49,222 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.762, mIoU: 0.130
2023-07-24 13:06:49,237 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.765, mIoU: 0.132
2023-07-24 13:06:49,252 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.768, mIoU: 0.132
2023-07-24 13:06:49,268 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:06:49,284 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.775, mIoU: 0.149
2023-07-24 13:06:49,299 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.779, mIoU: 0.151
2023-07-24 13:06:49,313 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:06:49,326 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.787, mIoU: 0.154
2023-07-24 13:06:49,343 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:06:49,356 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.788, mIoU: 0.150
2023-07-24 13:06:49,370 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.780, mIoU: 0.150
2023-07-24 13:06:49,385 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:06:49,400 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:06:49,413 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:06:49,429 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.781, mIoU: 0.149
2023-07-24 13:06:49,445 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.783, mIoU: 0.149
2023-07-24 13:06:49,459 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.783, mIoU: 0.149
2023-07-24 13:06:49,472 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.775, mIoU: 0.147
2023-07-24 13:06:49,487 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.776, mIoU: 0.145
2023-07-24 13:06:49,504 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.778, mIoU: 0.145
2023-07-24 13:06:49,521 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.779, mIoU: 0.148
2023-07-24 13:06:49,537 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.783, mIoU: 0.148
2023-07-24 13:06:49,551 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:06:49,568 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:06:49,584 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:06:49,598 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:06:49,614 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.788, mIoU: 0.148
2023-07-24 13:06:49,633 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.792, mIoU: 0.147
2023-07-24 13:06:49,647 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.793, mIoU: 0.148
2023-07-24 13:06:49,662 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.785, mIoU: 0.152
2023-07-24 13:06:49,676 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.783, mIoU: 0.150
2023-07-24 13:06:49,692 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:06:49,706 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.788, mIoU: 0.148
2023-07-24 13:06:49,725 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.784, mIoU: 0.142
2023-07-24 13:06:49,739 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:06:49,754 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:06:49,769 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.789, mIoU: 0.150
2023-07-24 13:06:49,783 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.788, mIoU: 0.150
2023-07-24 13:06:49,798 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.791, mIoU: 0.151
2023-07-24 13:06:49,813 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.788, mIoU: 0.150
2023-07-24 13:06:49,829 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.788, mIoU: 0.150
2023-07-24 13:06:49,843 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.790, mIoU: 0.151
2023-07-24 13:06:49,858 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.789, mIoU: 0.151
2023-07-24 13:06:49,874 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.792, mIoU: 0.151
2023-07-24 13:06:49,890 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.785, mIoU: 0.142
2023-07-24 13:06:49,905 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.788, mIoU: 0.142
2023-07-24 13:06:49,921 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.787, mIoU: 0.141
2023-07-24 13:06:49,931 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.786, mIoU: 0.141
2023-07-24 13:06:49,947 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.782, mIoU: 0.140
2023-07-24 13:06:49,964 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:06:49,978 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.773, mIoU: 0.137
2023-07-24 13:06:49,993 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.770, mIoU: 0.137
2023-07-24 13:06:50,009 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.770, mIoU: 0.138
2023-07-24 13:06:50,025 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.767, mIoU: 0.130
2023-07-24 13:06:50,041 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.766, mIoU: 0.125
2023-07-24 13:06:50,057 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.767, mIoU: 0.125
2023-07-24 13:06:50,072 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.768, mIoU: 0.125
2023-07-24 13:06:50,087 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.768, mIoU: 0.122
2023-07-24 13:06:50,103 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.768, mIoU: 0.120
2023-07-24 13:06:50,116 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.766, mIoU: 0.120
2023-07-24 13:06:50,131 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.767, mIoU: 0.121
2023-07-24 13:06:50,147 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.768, mIoU: 0.123
2023-07-24 13:06:50,163 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.766, mIoU: 0.125
2023-07-24 13:06:50,178 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.762, mIoU: 0.123
2023-07-24 13:06:50,193 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.761, mIoU: 0.123
2023-07-24 13:06:50,208 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.762, mIoU: 0.124
2023-07-24 13:06:50,221 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.763, mIoU: 0.124
2023-07-24 13:06:50,234 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:06:50,249 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.763, mIoU: 0.125
2023-07-24 13:06:50,263 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.759, mIoU: 0.123
2023-07-24 13:06:50,279 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.760, mIoU: 0.123
2023-07-24 13:06:50,293 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.760, mIoU: 0.123
2023-07-24 13:06:50,307 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.762, mIoU: 0.123
2023-07-24 13:06:50,322 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.762, mIoU: 0.123
2023-07-24 13:06:50,338 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.760, mIoU: 0.123
2023-07-24 13:06:50,351 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.762, mIoU: 0.127
2023-07-24 13:06:50,366 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.761, mIoU: 0.127
2023-07-24 13:06:50,382 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.762, mIoU: 0.127
2023-07-24 13:06:50,395 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.762, mIoU: 0.128
2023-07-24 13:06:50,409 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.763, mIoU: 0.128
2023-07-24 13:06:50,422 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.761, mIoU: 0.126
2023-07-24 13:06:50,436 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.761, mIoU: 0.126
2023-07-24 13:06:50,452 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.762, mIoU: 0.126
2023-07-24 13:06:50,467 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.760, mIoU: 0.125
2023-07-24 13:06:50,482 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.759, mIoU: 0.127
2023-07-24 13:06:50,496 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.758, mIoU: 0.127
2023-07-24 13:06:50,510 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.759, mIoU: 0.127
2023-07-24 13:06:50,525 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.760, mIoU: 0.127
2023-07-24 13:06:50,539 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.761, mIoU: 0.127
2023-07-24 13:06:50,554 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.761, mIoU: 0.126
2023-07-24 13:06:50,570 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.763, mIoU: 0.126
2023-07-24 13:06:50,584 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.764, mIoU: 0.126
2023-07-24 13:06:50,598 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.766, mIoU: 0.127
2023-07-24 13:06:50,614 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:06:50,630 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.766, mIoU: 0.126
2023-07-24 13:06:50,638 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:06:50,650 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.766, mIoU: 0.124
2023-07-24 13:06:50,667 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.762, mIoU: 0.124
2023-07-24 13:06:50,676 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.761, mIoU: 0.123
2023-07-24 13:06:50,689 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.761, mIoU: 0.123
2023-07-24 13:06:50,705 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.763, mIoU: 0.123
2023-07-24 13:06:50,721 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.764, mIoU: 0.125
2023-07-24 13:06:50,734 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.764, mIoU: 0.125
2023-07-24 13:06:50,750 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:06:50,763 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.765, mIoU: 0.129
2023-07-24 13:06:50,776 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.766, mIoU: 0.130
2023-07-24 13:06:50,791 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.764, mIoU: 0.129
2023-07-24 13:06:50,805 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.765, mIoU: 0.129
2023-07-24 13:06:50,820 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.765, mIoU: 0.129
2023-07-24 13:06:50,834 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.766, mIoU: 0.129
2023-07-24 13:06:50,849 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.766, mIoU: 0.129
2023-07-24 13:06:50,865 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.767, mIoU: 0.129
2023-07-24 13:06:50,880 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.767, mIoU: 0.129
2023-07-24 13:06:50,897 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.767, mIoU: 0.128
2023-07-24 13:06:50,912 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.766, mIoU: 0.127
2023-07-24 13:06:50,927 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.765, mIoU: 0.127
2023-07-24 13:06:50,943 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.765, mIoU: 0.127
2023-07-24 13:06:50,958 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.764, mIoU: 0.127
2023-07-24 13:06:50,969 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.763, mIoU: 0.126
2023-07-24 13:06:50,985 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.762, mIoU: 0.126
2023-07-24 13:06:51,000 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.762, mIoU: 0.126
2023-07-24 13:06:51,014 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.762, mIoU: 0.127
2023-07-24 13:06:51,029 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.763, mIoU: 0.127
2023-07-24 13:06:51,043 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.764, mIoU: 0.127
2023-07-24 13:06:51,056 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.764, mIoU: 0.128
2023-07-24 13:06:51,071 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.764, mIoU: 0.128
2023-07-24 13:06:51,087 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.764, mIoU: 0.128
2023-07-24 13:06:51,103 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.763, mIoU: 0.127
2023-07-24 13:06:51,118 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.763, mIoU: 0.127
2023-07-24 13:06:51,134 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.763, mIoU: 0.127
2023-07-24 13:06:51,150 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.765, mIoU: 0.127
2023-07-24 13:06:51,165 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.766, mIoU: 0.127
2023-07-24 13:06:51,179 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.766, mIoU: 0.127
2023-07-24 13:06:51,194 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.767, mIoU: 0.127
2023-07-24 13:06:51,207 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.768, mIoU: 0.127
2023-07-24 13:06:51,220 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.768, mIoU: 0.128
2023-07-24 13:06:51,233 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.766, mIoU: 0.129
2023-07-24 13:06:51,247 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.767, mIoU: 0.129
2023-07-24 13:06:51,262 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.765, mIoU: 0.129
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2023-07-24 13:06:54,324 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.769, mIoU: 0.122
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2023-07-24 13:06:54,370 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.770, mIoU: 0.123
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2023-07-24 13:06:54,910 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.776, mIoU: 0.125
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2023-07-24 13:06:55,696 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:55,712 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.776, mIoU: 0.125
2023-07-24 13:06:55,727 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.777, mIoU: 0.126
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2023-07-24 13:06:56,099 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.778, mIoU: 0.126
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2023-07-24 13:06:56,142 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.777, mIoU: 0.128
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2023-07-24 13:06:57,153 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,168 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.775, mIoU: 0.122
2023-07-24 13:06:57,184 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.774, mIoU: 0.122
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2023-07-24 13:06:57,213 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,227 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,242 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,258 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,273 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,287 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,299 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,313 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,329 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,344 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,360 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:57,374 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:57,389 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:57,403 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:57,418 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.773, mIoU: 0.123
2023-07-24 13:06:57,435 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,448 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,464 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,479 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,495 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,510 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,526 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,538 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,553 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,569 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,584 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:57,599 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,615 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,627 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,642 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,657 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.775, mIoU: 0.123
2023-07-24 13:06:57,672 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.776, mIoU: 0.123
2023-07-24 13:06:57,685 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.776, mIoU: 0.123
2023-07-24 13:06:57,700 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:57,715 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:57,730 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:57,745 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:57,760 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:57,775 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:57,790 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:57,805 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:57,819 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:57,833 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:57,849 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:57,865 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:57,880 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:57,894 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,910 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:57,924 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,940 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,956 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,972 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:57,988 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,003 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,019 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,033 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.772, mIoU: 0.123
2023-07-24 13:06:58,047 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.772, mIoU: 0.123
2023-07-24 13:06:58,061 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.771, mIoU: 0.123
2023-07-24 13:06:58,077 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.771, mIoU: 0.124
2023-07-24 13:06:58,095 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.771, mIoU: 0.124
2023-07-24 13:06:58,109 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,125 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,135 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,148 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,163 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,177 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.772, mIoU: 0.124
2023-07-24 13:06:58,192 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,204 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,217 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,232 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,248 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,263 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,279 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,292 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,307 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,320 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,334 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,349 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,364 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,379 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,394 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,409 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,422 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,437 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,452 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,465 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,478 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.773, mIoU: 0.124
2023-07-24 13:06:58,493 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.773, mIoU: 0.125
2023-07-24 13:06:58,510 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.773, mIoU: 0.125
2023-07-24 13:06:58,525 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,539 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,554 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,571 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,586 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,600 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,613 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,621 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,637 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,653 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,669 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,686 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,701 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,717 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:58,733 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:58,749 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,762 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,777 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,791 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,806 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,822 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,834 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,848 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,861 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:58,875 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,889 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.774, mIoU: 0.123
2023-07-24 13:06:58,903 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,916 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.774, mIoU: 0.124
2023-07-24 13:06:58,931 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,947 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,959 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,974 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.774, mIoU: 0.125
2023-07-24 13:06:58,987 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:58,999 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.775, mIoU: 0.125
2023-07-24 13:06:59,014 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:59,030 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:59,045 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.775, mIoU: 0.124
2023-07-24 13:06:59,060 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:59,076 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:59,091 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:59,105 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:59,120 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.776, mIoU: 0.124
2023-07-24 13:06:59,136 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,153 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,169 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,184 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,199 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,212 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.775, mIoU: 0.126
2023-07-24 13:06:59,226 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,239 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.775, mIoU: 0.126
2023-07-24 13:06:59,254 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,270 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,284 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,297 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,312 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,327 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,342 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,358 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,372 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,386 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,401 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,414 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,428 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.776, mIoU: 0.126
2023-07-24 13:06:59,443 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,458 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,474 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,487 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,503 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,519 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,532 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,545 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.778, mIoU: 0.126
2023-07-24 13:06:59,560 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,576 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,591 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,605 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.777, mIoU: 0.125
2023-07-24 13:06:59,617 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.777, mIoU: 0.125
2023-07-24 13:06:59,630 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,644 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.777, mIoU: 0.126
2023-07-24 13:06:59,657 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,672 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,690 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,703 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,719 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,732 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,747 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,762 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,776 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,789 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.778, mIoU: 0.127
2023-07-24 13:06:59,804 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,819 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,832 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,847 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,863 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,877 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,890 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,905 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:06:59,921 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:06:59,938 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:06:59,952 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.776, mIoU: 0.127
2023-07-24 13:06:59,966 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.776, mIoU: 0.127
2023-07-24 13:06:59,979 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.776, mIoU: 0.127
2023-07-24 13:06:59,995 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.776, mIoU: 0.127
2023-07-24 13:07:00,008 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,021 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,036 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,051 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,064 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,080 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,096 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,112 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,128 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,142 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,154 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,169 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,183 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,196 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,209 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,225 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,238 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,252 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,266 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,282 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,298 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,314 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,327 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,341 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,356 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,372 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,388 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,403 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,416 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,429 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,440 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.776, mIoU: 0.128
2023-07-24 13:07:00,456 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,472 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,487 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:07:00,501 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:07:00,512 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:07:00,526 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.777, mIoU: 0.127
2023-07-24 13:07:00,541 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,556 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,569 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,585 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,598 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,614 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,627 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,642 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,655 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,670 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,686 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,699 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,715 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,730 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,745 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,760 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,775 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,791 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,806 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,820 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,835 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,849 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,863 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.777, mIoU: 0.128
2023-07-24 13:07:00,876 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,890 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,907 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 13:07:00,921 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.776, mIoU: 0.129
2023-07-24 13:07:00,938 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.776, mIoU: 0.129
2023-07-24 13:07:00,954 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.776, mIoU: 0.129
2023-07-24 13:07:00,966 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:00,981 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:00,998 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,014 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,028 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,044 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,059 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,072 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,087 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,102 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,117 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,131 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,143 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,160 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,175 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,190 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,203 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,218 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,233 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,249 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,264 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,277 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,292 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,305 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,320 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,335 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,348 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,364 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,377 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,392 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,407 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,423 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,437 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,452 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,466 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,481 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,497 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,511 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.776, mIoU: 0.131
2023-07-24 13:07:01,527 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,543 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,553 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,568 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,581 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:01,597 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:01,612 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,628 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,642 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,658 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,673 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,688 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,705 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,721 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,733 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,749 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,764 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,779 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,792 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,807 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,822 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,837 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.776, mIoU: 0.130
2023-07-24 13:07:01,850 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,864 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,879 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,892 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,906 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,921 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,934 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,949 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.777, mIoU: 0.130
2023-07-24 13:07:01,962 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,976 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:01,992 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,007 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,023 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,038 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,054 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,067 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,080 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:02,095 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,109 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,122 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,138 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,153 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,169 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:02,185 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,199 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,212 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,229 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,245 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,259 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,274 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,287 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,303 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,317 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,333 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,349 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,363 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,373 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,389 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,404 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:02,418 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:02,432 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:02,448 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,463 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:02,476 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,491 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,506 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,522 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,537 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,552 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,569 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,585 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,598 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,612 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,627 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,641 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,655 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,670 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,685 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,700 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,707 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,720 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,733 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,745 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,757 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,773 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,788 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,803 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,815 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,829 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,844 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,855 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,871 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:02,884 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,900 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,915 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,931 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,946 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,957 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,970 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:02,985 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,000 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,015 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,030 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,043 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,056 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,070 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,084 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,096 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,111 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,124 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,138 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,154 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,170 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,184 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,200 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,216 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,231 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,247 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,262 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,277 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,292 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,309 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,322 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,336 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,351 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,364 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,380 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,393 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.778, mIoU: 0.130
2023-07-24 13:07:03,409 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,424 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,442 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,458 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,472 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,487 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,502 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,517 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,532 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.779, mIoU: 0.130
2023-07-24 13:07:03,545 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.780, mIoU: 0.130
2023-07-24 13:07:03,558 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.780, mIoU: 0.130
2023-07-24 13:07:03,573 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.780, mIoU: 0.130
2023-07-24 13:07:03,588 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.780, mIoU: 0.131
2023-07-24 13:07:03,604 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.780, mIoU: 0.131
2023-07-24 13:07:03,619 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.780, mIoU: 0.132
2023-07-24 13:07:03,634 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,650 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.780, mIoU: 0.131
2023-07-24 13:07:03,665 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,680 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,693 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.779, mIoU: 0.132
2023-07-24 13:07:03,708 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.779, mIoU: 0.132
2023-07-24 13:07:03,718 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.779, mIoU: 0.132
2023-07-24 13:07:03,732 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.779, mIoU: 0.132
2023-07-24 13:07:03,747 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.779, mIoU: 0.131
2023-07-24 13:07:03,759 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,774 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:03,790 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,806 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,822 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,838 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,853 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,869 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,882 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,898 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,912 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:03,927 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,943 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,957 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:03,972 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:03,985 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,000 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,015 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,031 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,046 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,061 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,074 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,086 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.778, mIoU: 0.131
2023-07-24 13:07:04,101 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,115 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,128 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,143 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,158 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,173 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,186 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,199 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:04,215 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:04,230 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:04,246 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:04,259 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:04,272 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:04,287 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:04,302 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.777, mIoU: 0.131
2023-07-24 13:07:04,318 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:04,333 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,347 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.778, mIoU: 0.132
2023-07-24 13:07:04,362 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.778, mIoU: 0.133
2023-07-24 13:07:04,376 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,391 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.778, mIoU: 0.133
2023-07-24 13:07:04,407 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,422 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,438 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,453 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,467 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.776, mIoU: 0.132
2023-07-24 13:07:04,483 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.776, mIoU: 0.132
2023-07-24 13:07:04,499 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.777, mIoU: 0.132
2023-07-24 13:07:04,515 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,528 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.777, mIoU: 0.133
2023-07-24 13:07:04,543 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,559 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,575 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,589 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,604 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,619 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,633 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,649 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,664 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,679 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,692 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.776, mIoU: 0.132
2023-07-24 13:07:04,707 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:04,723 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,736 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,751 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,764 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,773 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,787 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,803 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,817 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,832 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,848 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,862 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,875 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,891 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:04,906 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,922 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,939 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,954 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,971 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:04,986 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,000 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,015 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,030 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,046 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,059 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,072 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:05,087 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:05,102 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,118 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,133 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,145 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,161 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,175 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,188 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,204 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,220 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,236 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,251 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,264 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,280 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,295 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,310 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:05,326 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,339 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,354 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,368 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.775, mIoU: 0.132
2023-07-24 13:07:05,382 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.775, mIoU: 0.133
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2023-07-24 13:07:05,496 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.775, mIoU: 0.133
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2023-07-24 13:07:05,628 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:05,644 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.776, mIoU: 0.133
2023-07-24 13:07:05,657 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.776, mIoU: 0.133
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2023-07-24 13:07:05,734 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.776, mIoU: 0.133
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2023-07-24 13:07:05,778 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,791 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,806 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,821 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.775, mIoU: 0.132
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2023-07-24 13:07:05,851 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,864 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,877 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:05,892 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:05,907 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:05,921 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:05,934 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:05,949 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.774, mIoU: 0.133
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2023-07-24 13:07:05,979 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:05,989 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.774, mIoU: 0.133
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2023-07-24 13:07:06,020 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,035 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.775, mIoU: 0.133
2023-07-24 13:07:06,051 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,064 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,080 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,094 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,107 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,123 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,139 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,154 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,170 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,186 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,202 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,216 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,231 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:06,244 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:06,258 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.774, mIoU: 0.132
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2023-07-24 13:07:06,289 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,301 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,316 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,328 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,342 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,357 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,372 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:06,384 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,399 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.772, mIoU: 0.131
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2023-07-24 13:07:06,458 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.772, mIoU: 0.131
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2023-07-24 13:07:06,486 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.772, mIoU: 0.131
2023-07-24 13:07:06,501 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,517 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,533 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,546 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,559 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,575 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,589 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,605 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,618 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,634 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,647 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,660 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,675 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,690 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,705 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,720 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,736 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,749 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,764 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,778 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,792 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,807 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,820 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,833 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,850 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,866 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,882 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,896 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,910 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.772, mIoU: 0.132
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2023-07-24 13:07:06,941 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,955 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:06,969 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.772, mIoU: 0.132
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2023-07-24 13:07:07,046 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,062 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,074 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,088 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,102 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,115 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,129 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.773, mIoU: 0.133
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2023-07-24 13:07:07,157 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,171 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,185 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,200 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,213 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,227 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,241 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,255 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,270 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,284 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,299 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,314 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,326 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,339 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,354 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,369 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,381 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,396 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,411 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,426 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,441 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,456 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,472 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.772, mIoU: 0.132
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2023-07-24 13:07:07,501 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,515 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,529 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:07,543 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:07,557 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:07,573 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:07,589 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,603 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:07,617 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,633 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,645 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,659 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,674 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,689 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,703 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,718 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,731 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,745 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,760 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,772 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,787 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:07,817 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,830 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:07,887 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:07,900 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:07,914 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:07,971 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:08,029 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:08,043 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:08,073 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:08,083 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:08,111 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.772, mIoU: 0.133
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2023-07-24 13:07:08,171 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.773, mIoU: 0.133
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2023-07-24 13:07:08,386 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.773, mIoU: 0.133
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2023-07-24 13:07:08,527 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.772, mIoU: 0.132
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2023-07-24 13:07:08,644 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,660 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,675 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,691 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,699 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,714 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,727 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,741 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,755 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,771 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,786 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,802 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,817 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,832 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,848 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,861 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,876 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,893 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,908 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,923 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,938 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,955 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:08,968 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,983 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:08,997 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,012 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,025 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,038 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,053 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,068 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,083 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,098 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,112 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,127 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,142 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,155 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,170 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:09,183 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.772, mIoU: 0.132
2023-07-24 13:07:09,198 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,214 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,229 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,244 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,257 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,273 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:09,288 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:09,303 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:09,320 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,335 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,351 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.772, mIoU: 0.133
2023-07-24 13:07:09,366 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,380 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,395 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,409 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,424 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,439 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,454 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,470 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,485 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,500 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,509 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,524 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,537 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,552 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,567 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,582 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,597 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,608 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,618 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,634 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,649 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,664 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.773, mIoU: 0.133
2023-07-24 13:07:09,677 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,691 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,706 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,720 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,735 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,751 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,765 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,781 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,794 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,809 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,824 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,839 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,852 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,867 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.774, mIoU: 0.133
2023-07-24 13:07:09,883 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.774, mIoU: 0.132
2023-07-24 13:07:09,898 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,913 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,926 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,940 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,955 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:09,971 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.773, mIoU: 0.132
2023-07-24 13:07:27,187 semantic_segmentation INFO: Iters: 4810/150000 || Lr: 0.019422 || Task Loss: 1.1001 || KD Loss: 0.4668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:09 || Estimated Time: 2 days, 22:30:23
2023-07-24 13:07:44,328 semantic_segmentation INFO: Iters: 4820/150000 || Lr: 0.019421 || Task Loss: 1.6248 || KD Loss: 0.9176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:26 || Estimated Time: 2 days, 22:29:55
2023-07-24 13:08:01,930 semantic_segmentation INFO: Iters: 4830/150000 || Lr: 0.019420 || Task Loss: 1.8585 || KD Loss: 0.8712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:44 || Estimated Time: 2 days, 22:29:41
2023-07-24 13:08:19,345 semantic_segmentation INFO: Iters: 4840/150000 || Lr: 0.019418 || Task Loss: 1.2216 || KD Loss: 0.5968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:01 || Estimated Time: 2 days, 22:29:23
2023-07-24 13:08:36,669 semantic_segmentation INFO: Iters: 4850/150000 || Lr: 0.019417 || Task Loss: 1.2690 || KD Loss: 0.6823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:18 || Estimated Time: 2 days, 22:28:59
2023-07-24 13:08:53,896 semantic_segmentation INFO: Iters: 4860/150000 || Lr: 0.019416 || Task Loss: 1.3347 || KD Loss: 0.6681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:36 || Estimated Time: 2 days, 22:28:36
2023-07-24 13:09:11,591 semantic_segmentation INFO: Iters: 4870/150000 || Lr: 0.019415 || Task Loss: 1.4394 || KD Loss: 0.6781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:53 || Estimated Time: 2 days, 22:28:24
2023-07-24 13:09:29,120 semantic_segmentation INFO: Iters: 4880/150000 || Lr: 0.019414 || Task Loss: 1.7048 || KD Loss: 0.9270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:11 || Estimated Time: 2 days, 22:28:09
2023-07-24 13:09:46,431 semantic_segmentation INFO: Iters: 4890/150000 || Lr: 0.019412 || Task Loss: 1.1162 || KD Loss: 0.5458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:28 || Estimated Time: 2 days, 22:27:45
2023-07-24 13:10:03,724 semantic_segmentation INFO: Iters: 4900/150000 || Lr: 0.019411 || Task Loss: 1.4414 || KD Loss: 0.5940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:46 || Estimated Time: 2 days, 22:27:22
2023-07-24 13:10:21,024 semantic_segmentation INFO: Iters: 4910/150000 || Lr: 0.019410 || Task Loss: 1.4483 || KD Loss: 0.6376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:03 || Estimated Time: 2 days, 22:26:59
2023-07-24 13:10:38,320 semantic_segmentation INFO: Iters: 4920/150000 || Lr: 0.019409 || Task Loss: 1.5408 || KD Loss: 0.8295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:20 || Estimated Time: 2 days, 22:26:36
2023-07-24 13:10:55,547 semantic_segmentation INFO: Iters: 4930/150000 || Lr: 0.019408 || Task Loss: 1.4294 || KD Loss: 0.7172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:37 || Estimated Time: 2 days, 22:26:11
2023-07-24 13:11:12,827 semantic_segmentation INFO: Iters: 4940/150000 || Lr: 0.019406 || Task Loss: 1.5682 || KD Loss: 0.7688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:55 || Estimated Time: 2 days, 22:25:48
2023-07-24 13:11:30,149 semantic_segmentation INFO: Iters: 4950/150000 || Lr: 0.019405 || Task Loss: 1.1862 || KD Loss: 0.4590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:12 || Estimated Time: 2 days, 22:25:25
2023-07-24 13:11:47,523 semantic_segmentation INFO: Iters: 4960/150000 || Lr: 0.019404 || Task Loss: 1.3632 || KD Loss: 0.6437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:29 || Estimated Time: 2 days, 22:25:05
2023-07-24 13:12:05,048 semantic_segmentation INFO: Iters: 4970/150000 || Lr: 0.019403 || Task Loss: 1.2046 || KD Loss: 0.6252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:47 || Estimated Time: 2 days, 22:24:50
2023-07-24 13:12:22,355 semantic_segmentation INFO: Iters: 4980/150000 || Lr: 0.019402 || Task Loss: 1.2022 || KD Loss: 0.5761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:04 || Estimated Time: 2 days, 22:24:26
2023-07-24 13:12:39,577 semantic_segmentation INFO: Iters: 4990/150000 || Lr: 0.019400 || Task Loss: 1.2783 || KD Loss: 0.5941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:21 || Estimated Time: 2 days, 22:24:01
2023-07-24 13:12:56,869 semantic_segmentation INFO: Iters: 5000/150000 || Lr: 0.019399 || Task Loss: 1.2549 || KD Loss: 0.5645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:39 || Estimated Time: 2 days, 22:23:39
2023-07-24 13:13:14,768 semantic_segmentation INFO: Iters: 5010/150000 || Lr: 0.019398 || Task Loss: 1.2580 || KD Loss: 0.5424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:57 || Estimated Time: 2 days, 22:23:34
2023-07-24 13:13:31,981 semantic_segmentation INFO: Iters: 5020/150000 || Lr: 0.019397 || Task Loss: 1.3055 || KD Loss: 0.6026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:14 || Estimated Time: 2 days, 22:23:08
2023-07-24 13:13:49,184 semantic_segmentation INFO: Iters: 5030/150000 || Lr: 0.019395 || Task Loss: 1.3177 || KD Loss: 0.6698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:31 || Estimated Time: 2 days, 22:22:43
2023-07-24 13:14:06,417 semantic_segmentation INFO: Iters: 5040/150000 || Lr: 0.019394 || Task Loss: 1.4973 || KD Loss: 0.7826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:48 || Estimated Time: 2 days, 22:22:18
2023-07-24 13:14:23,627 semantic_segmentation INFO: Iters: 5050/150000 || Lr: 0.019393 || Task Loss: 1.4016 || KD Loss: 0.6913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:05 || Estimated Time: 2 days, 22:21:53
2023-07-24 13:14:40,841 semantic_segmentation INFO: Iters: 5060/150000 || Lr: 0.019392 || Task Loss: 1.5932 || KD Loss: 0.7915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:23 || Estimated Time: 2 days, 22:21:29
2023-07-24 13:14:58,114 semantic_segmentation INFO: Iters: 5070/150000 || Lr: 0.019391 || Task Loss: 2.3894 || KD Loss: 1.2819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:40 || Estimated Time: 2 days, 22:21:05
2023-07-24 13:15:15,415 semantic_segmentation INFO: Iters: 5080/150000 || Lr: 0.019389 || Task Loss: 1.7480 || KD Loss: 0.8457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:57 || Estimated Time: 2 days, 22:20:42
2023-07-24 13:15:32,829 semantic_segmentation INFO: Iters: 5090/150000 || Lr: 0.019388 || Task Loss: 1.7210 || KD Loss: 0.7912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:15 || Estimated Time: 2 days, 22:20:23
2023-07-24 13:15:50,064 semantic_segmentation INFO: Iters: 5100/150000 || Lr: 0.019387 || Task Loss: 1.0128 || KD Loss: 0.4616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:32 || Estimated Time: 2 days, 22:19:59
2023-07-24 13:16:07,233 semantic_segmentation INFO: Iters: 5110/150000 || Lr: 0.019386 || Task Loss: 1.2145 || KD Loss: 0.6690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:49 || Estimated Time: 2 days, 22:19:33
2023-07-24 13:16:24,648 semantic_segmentation INFO: Iters: 5120/150000 || Lr: 0.019385 || Task Loss: 1.5233 || KD Loss: 0.8444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:06 || Estimated Time: 2 days, 22:19:15
2023-07-24 13:16:42,084 semantic_segmentation INFO: Iters: 5130/150000 || Lr: 0.019383 || Task Loss: 0.8545 || KD Loss: 0.3905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:24 || Estimated Time: 2 days, 22:18:56
2023-07-24 13:16:59,271 semantic_segmentation INFO: Iters: 5140/150000 || Lr: 0.019382 || Task Loss: 1.1310 || KD Loss: 0.5998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:41 || Estimated Time: 2 days, 22:18:31
2023-07-24 13:17:16,543 semantic_segmentation INFO: Iters: 5150/150000 || Lr: 0.019381 || Task Loss: 1.1421 || KD Loss: 0.4945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:58 || Estimated Time: 2 days, 22:18:07
2023-07-24 13:17:33,762 semantic_segmentation INFO: Iters: 5160/150000 || Lr: 0.019380 || Task Loss: 1.5405 || KD Loss: 0.8104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:16 || Estimated Time: 2 days, 22:17:43
2023-07-24 13:17:51,071 semantic_segmentation INFO: Iters: 5170/150000 || Lr: 0.019379 || Task Loss: 1.0741 || KD Loss: 0.4863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:33 || Estimated Time: 2 days, 22:17:22
2023-07-24 13:18:08,366 semantic_segmentation INFO: Iters: 5180/150000 || Lr: 0.019377 || Task Loss: 1.5782 || KD Loss: 0.9096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:50 || Estimated Time: 2 days, 22:16:58
2023-07-24 13:18:25,665 semantic_segmentation INFO: Iters: 5190/150000 || Lr: 0.019376 || Task Loss: 2.0568 || KD Loss: 0.9336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:07 || Estimated Time: 2 days, 22:16:35
2023-07-24 13:18:42,876 semantic_segmentation INFO: Iters: 5200/150000 || Lr: 0.019375 || Task Loss: 1.8056 || KD Loss: 0.7218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:25 || Estimated Time: 2 days, 22:16:10
2023-07-24 13:19:00,418 semantic_segmentation INFO: Iters: 5210/150000 || Lr: 0.019374 || Task Loss: 1.7377 || KD Loss: 0.7708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:42 || Estimated Time: 2 days, 22:15:56
2023-07-24 13:19:17,509 semantic_segmentation INFO: Iters: 5220/150000 || Lr: 0.019373 || Task Loss: 1.3238 || KD Loss: 0.6293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:59 || Estimated Time: 2 days, 22:15:27
2023-07-24 13:19:34,887 semantic_segmentation INFO: Iters: 5230/150000 || Lr: 0.019371 || Task Loss: 1.4482 || KD Loss: 0.6808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:17 || Estimated Time: 2 days, 22:15:07
2023-07-24 13:19:52,394 semantic_segmentation INFO: Iters: 5240/150000 || Lr: 0.019370 || Task Loss: 1.4982 || KD Loss: 0.8016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:34 || Estimated Time: 2 days, 22:14:51
2023-07-24 13:20:09,810 semantic_segmentation INFO: Iters: 5250/150000 || Lr: 0.019369 || Task Loss: 1.4097 || KD Loss: 0.6724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:52 || Estimated Time: 2 days, 22:14:32
2023-07-24 13:20:26,936 semantic_segmentation INFO: Iters: 5260/150000 || Lr: 0.019368 || Task Loss: 1.3919 || KD Loss: 0.7300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:09 || Estimated Time: 2 days, 22:14:06
2023-07-24 13:20:44,146 semantic_segmentation INFO: Iters: 5270/150000 || Lr: 0.019367 || Task Loss: 1.2632 || KD Loss: 0.5793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:26 || Estimated Time: 2 days, 22:13:42
2023-07-24 13:21:01,742 semantic_segmentation INFO: Iters: 5280/150000 || Lr: 0.019365 || Task Loss: 1.3247 || KD Loss: 0.5619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:44 || Estimated Time: 2 days, 22:13:26
2023-07-24 13:21:18,838 semantic_segmentation INFO: Iters: 5290/150000 || Lr: 0.019364 || Task Loss: 1.5122 || KD Loss: 0.6920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:01 || Estimated Time: 2 days, 22:12:59
2023-07-24 13:21:36,226 semantic_segmentation INFO: Iters: 5300/150000 || Lr: 0.019363 || Task Loss: 1.6350 || KD Loss: 0.7323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:18 || Estimated Time: 2 days, 22:12:39
2023-07-24 13:21:53,790 semantic_segmentation INFO: Iters: 5310/150000 || Lr: 0.019362 || Task Loss: 1.4488 || KD Loss: 0.6628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:36 || Estimated Time: 2 days, 22:12:24
2023-07-24 13:22:11,170 semantic_segmentation INFO: Iters: 5320/150000 || Lr: 0.019361 || Task Loss: 1.5237 || KD Loss: 0.6894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:53 || Estimated Time: 2 days, 22:12:04
2023-07-24 13:22:28,377 semantic_segmentation INFO: Iters: 5330/150000 || Lr: 0.019359 || Task Loss: 1.6631 || KD Loss: 0.7953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:10 || Estimated Time: 2 days, 22:11:39
2023-07-24 13:22:45,654 semantic_segmentation INFO: Iters: 5340/150000 || Lr: 0.019358 || Task Loss: 1.2173 || KD Loss: 0.5990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:27 || Estimated Time: 2 days, 22:11:17
2023-07-24 13:23:02,962 semantic_segmentation INFO: Iters: 5350/150000 || Lr: 0.019357 || Task Loss: 1.3893 || KD Loss: 0.7936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:45 || Estimated Time: 2 days, 22:10:55
2023-07-24 13:23:20,410 semantic_segmentation INFO: Iters: 5360/150000 || Lr: 0.019356 || Task Loss: 1.4110 || KD Loss: 0.6140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:02 || Estimated Time: 2 days, 22:10:39
2023-07-24 13:23:37,678 semantic_segmentation INFO: Iters: 5370/150000 || Lr: 0.019355 || Task Loss: 1.3879 || KD Loss: 0.6162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:19 || Estimated Time: 2 days, 22:10:15
2023-07-24 13:23:54,899 semantic_segmentation INFO: Iters: 5380/150000 || Lr: 0.019353 || Task Loss: 1.3807 || KD Loss: 0.6496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:37 || Estimated Time: 2 days, 22:09:51
2023-07-24 13:24:12,279 semantic_segmentation INFO: Iters: 5390/150000 || Lr: 0.019352 || Task Loss: 1.2525 || KD Loss: 0.6291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:54 || Estimated Time: 2 days, 22:09:31
2023-07-24 13:24:29,828 semantic_segmentation INFO: Iters: 5400/150000 || Lr: 0.019351 || Task Loss: 1.0912 || KD Loss: 0.4961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:12 || Estimated Time: 2 days, 22:09:17
2023-07-24 13:24:47,336 semantic_segmentation INFO: Iters: 5410/150000 || Lr: 0.019350 || Task Loss: 1.1304 || KD Loss: 0.5032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:29 || Estimated Time: 2 days, 22:08:58
2023-07-24 13:25:04,828 semantic_segmentation INFO: Iters: 5420/150000 || Lr: 0.019349 || Task Loss: 1.6504 || KD Loss: 0.6832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:47 || Estimated Time: 2 days, 22:08:42
2023-07-24 13:25:21,928 semantic_segmentation INFO: Iters: 5430/150000 || Lr: 0.019347 || Task Loss: 1.8256 || KD Loss: 0.7886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:04 || Estimated Time: 2 days, 22:08:15
2023-07-24 13:25:39,238 semantic_segmentation INFO: Iters: 5440/150000 || Lr: 0.019346 || Task Loss: 1.4305 || KD Loss: 0.7340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:21 || Estimated Time: 2 days, 22:07:53
2023-07-24 13:25:56,479 semantic_segmentation INFO: Iters: 5450/150000 || Lr: 0.019345 || Task Loss: 1.3372 || KD Loss: 0.6284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:38 || Estimated Time: 2 days, 22:07:30
2023-07-24 13:26:13,974 semantic_segmentation INFO: Iters: 5460/150000 || Lr: 0.019344 || Task Loss: 1.5361 || KD Loss: 0.7387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:56 || Estimated Time: 2 days, 22:07:14
2023-07-24 13:26:31,156 semantic_segmentation INFO: Iters: 5470/150000 || Lr: 0.019343 || Task Loss: 1.2430 || KD Loss: 0.5759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:13 || Estimated Time: 2 days, 22:06:49
2023-07-24 13:26:48,392 semantic_segmentation INFO: Iters: 5480/150000 || Lr: 0.019341 || Task Loss: 1.6542 || KD Loss: 0.8173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:30 || Estimated Time: 2 days, 22:06:25
2023-07-24 13:27:05,682 semantic_segmentation INFO: Iters: 5490/150000 || Lr: 0.019340 || Task Loss: 1.3381 || KD Loss: 0.6593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:47 || Estimated Time: 2 days, 22:06:04
2023-07-24 13:27:22,964 semantic_segmentation INFO: Iters: 5500/150000 || Lr: 0.019339 || Task Loss: 1.7963 || KD Loss: 0.8410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:05 || Estimated Time: 2 days, 22:05:41
2023-07-24 13:27:40,265 semantic_segmentation INFO: Iters: 5510/150000 || Lr: 0.019338 || Task Loss: 1.4974 || KD Loss: 0.7300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:22 || Estimated Time: 2 days, 22:05:19
2023-07-24 13:27:57,663 semantic_segmentation INFO: Iters: 5520/150000 || Lr: 0.019336 || Task Loss: 2.2439 || KD Loss: 0.9017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:39 || Estimated Time: 2 days, 22:05:00
2023-07-24 13:28:14,915 semantic_segmentation INFO: Iters: 5530/150000 || Lr: 0.019335 || Task Loss: 1.4922 || KD Loss: 0.6759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:57 || Estimated Time: 2 days, 22:04:37
2023-07-24 13:28:32,411 semantic_segmentation INFO: Iters: 5540/150000 || Lr: 0.019334 || Task Loss: 1.3267 || KD Loss: 0.6778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:14 || Estimated Time: 2 days, 22:04:21
2023-07-24 13:28:49,671 semantic_segmentation INFO: Iters: 5550/150000 || Lr: 0.019333 || Task Loss: 1.5555 || KD Loss: 0.7494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:31 || Estimated Time: 2 days, 22:03:58
2023-07-24 13:29:06,871 semantic_segmentation INFO: Iters: 5560/150000 || Lr: 0.019332 || Task Loss: 1.4010 || KD Loss: 0.6864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:49 || Estimated Time: 2 days, 22:03:34
2023-07-24 13:29:24,012 semantic_segmentation INFO: Iters: 5570/150000 || Lr: 0.019330 || Task Loss: 1.6652 || KD Loss: 0.7758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:06 || Estimated Time: 2 days, 22:03:08
2023-07-24 13:29:41,628 semantic_segmentation INFO: Iters: 5580/150000 || Lr: 0.019329 || Task Loss: 1.5273 || KD Loss: 0.8483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:23 || Estimated Time: 2 days, 22:02:54
2023-07-24 13:29:59,010 semantic_segmentation INFO: Iters: 5590/150000 || Lr: 0.019328 || Task Loss: 1.5383 || KD Loss: 0.7860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:41 || Estimated Time: 2 days, 22:02:35
2023-07-24 13:30:16,882 semantic_segmentation INFO: Iters: 5600/150000 || Lr: 0.019327 || Task Loss: 1.1563 || KD Loss: 0.6981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:59 || Estimated Time: 2 days, 22:02:27
2023-07-24 13:30:16,995 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 13:30:17,379 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.928, mIoU: 0.080
2023-07-24 13:30:17,402 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.668, mIoU: 0.076
2023-07-24 13:30:17,414 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.755, mIoU: 0.077
2023-07-24 13:30:17,429 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.712, mIoU: 0.076
2023-07-24 13:30:17,443 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.665, mIoU: 0.091
2023-07-24 13:30:17,456 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.689, mIoU: 0.128
2023-07-24 13:30:17,471 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.667, mIoU: 0.120
2023-07-24 13:30:17,486 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.683, mIoU: 0.132
2023-07-24 13:30:17,499 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.701, mIoU: 0.133
2023-07-24 13:30:17,513 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.712, mIoU: 0.134
2023-07-24 13:30:17,528 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.718, mIoU: 0.133
2023-07-24 13:30:17,543 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.738, mIoU: 0.156
2023-07-24 13:30:17,556 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.714, mIoU: 0.134
2023-07-24 13:30:17,571 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.717, mIoU: 0.134
2023-07-24 13:30:17,585 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.705, mIoU: 0.129
2023-07-24 13:30:17,598 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.719, mIoU: 0.130
2023-07-24 13:30:17,609 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.719, mIoU: 0.130
2023-07-24 13:30:17,622 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.721, mIoU: 0.132
2023-07-24 13:30:17,636 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.733, mIoU: 0.132
2023-07-24 13:30:17,654 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.732, mIoU: 0.155
2023-07-24 13:30:17,669 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.734, mIoU: 0.139
2023-07-24 13:30:17,686 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.741, mIoU: 0.138
2023-07-24 13:30:17,701 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.733, mIoU: 0.138
2023-07-24 13:30:17,718 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.738, mIoU: 0.138
2023-07-24 13:30:17,735 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.736, mIoU: 0.138
2023-07-24 13:30:17,750 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.739, mIoU: 0.137
2023-07-24 13:30:17,765 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.745, mIoU: 0.138
2023-07-24 13:30:17,777 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.752, mIoU: 0.138
2023-07-24 13:30:17,794 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.753, mIoU: 0.138
2023-07-24 13:30:17,810 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.762, mIoU: 0.139
2023-07-24 13:30:17,825 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.761, mIoU: 0.133
2023-07-24 13:30:17,841 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.765, mIoU: 0.135
2023-07-24 13:30:17,857 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.770, mIoU: 0.135
2023-07-24 13:30:17,872 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.771, mIoU: 0.134
2023-07-24 13:30:17,887 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.773, mIoU: 0.143
2023-07-24 13:30:17,902 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.776, mIoU: 0.145
2023-07-24 13:30:17,916 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.781, mIoU: 0.142
2023-07-24 13:30:17,928 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:17,945 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.786, mIoU: 0.145
2023-07-24 13:30:17,957 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.787, mIoU: 0.145
2023-07-24 13:30:17,970 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.782, mIoU: 0.154
2023-07-24 13:30:17,985 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.787, mIoU: 0.154
2023-07-24 13:30:17,999 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.784, mIoU: 0.153
2023-07-24 13:30:18,012 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.787, mIoU: 0.153
2023-07-24 13:30:18,026 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.787, mIoU: 0.154
2023-07-24 13:30:18,041 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.790, mIoU: 0.154
2023-07-24 13:30:18,054 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.789, mIoU: 0.153
2023-07-24 13:30:18,067 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.789, mIoU: 0.154
2023-07-24 13:30:18,081 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.790, mIoU: 0.153
2023-07-24 13:30:18,098 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.791, mIoU: 0.153
2023-07-24 13:30:18,114 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.792, mIoU: 0.155
2023-07-24 13:30:18,129 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.796, mIoU: 0.155
2023-07-24 13:30:18,142 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.799, mIoU: 0.154
2023-07-24 13:30:18,158 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.797, mIoU: 0.154
2023-07-24 13:30:18,173 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.797, mIoU: 0.154
2023-07-24 13:30:18,186 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.790, mIoU: 0.152
2023-07-24 13:30:18,202 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.791, mIoU: 0.152
2023-07-24 13:30:18,219 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.796, mIoU: 0.151
2023-07-24 13:30:18,233 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.795, mIoU: 0.146
2023-07-24 13:30:18,248 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.784, mIoU: 0.143
2023-07-24 13:30:18,262 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:18,277 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.784, mIoU: 0.141
2023-07-24 13:30:18,290 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.787, mIoU: 0.142
2023-07-24 13:30:18,308 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.783, mIoU: 0.141
2023-07-24 13:30:18,322 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.785, mIoU: 0.147
2023-07-24 13:30:18,337 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:18,352 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.788, mIoU: 0.147
2023-07-24 13:30:18,365 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.788, mIoU: 0.148
2023-07-24 13:30:18,381 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.790, mIoU: 0.150
2023-07-24 13:30:18,396 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.787, mIoU: 0.149
2023-07-24 13:30:18,411 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.788, mIoU: 0.149
2023-07-24 13:30:18,425 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.790, mIoU: 0.150
2023-07-24 13:30:18,440 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.789, mIoU: 0.150
2023-07-24 13:30:18,455 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.791, mIoU: 0.150
2023-07-24 13:30:18,469 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.785, mIoU: 0.143
2023-07-24 13:30:18,485 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.788, mIoU: 0.143
2023-07-24 13:30:18,500 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.787, mIoU: 0.142
2023-07-24 13:30:18,510 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.787, mIoU: 0.142
2023-07-24 13:30:18,525 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:18,541 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.780, mIoU: 0.141
2023-07-24 13:30:18,555 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.771, mIoU: 0.133
2023-07-24 13:30:18,570 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.769, mIoU: 0.133
2023-07-24 13:30:18,586 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.768, mIoU: 0.134
2023-07-24 13:30:18,601 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.766, mIoU: 0.130
2023-07-24 13:30:18,617 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:30:18,632 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.766, mIoU: 0.126
2023-07-24 13:30:18,648 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.765, mIoU: 0.125
2023-07-24 13:30:18,663 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.765, mIoU: 0.124
2023-07-24 13:30:18,678 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.765, mIoU: 0.123
2023-07-24 13:30:18,691 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.764, mIoU: 0.123
2023-07-24 13:30:18,706 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.765, mIoU: 0.124
2023-07-24 13:30:18,722 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.767, mIoU: 0.125
2023-07-24 13:30:18,737 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.766, mIoU: 0.124
2023-07-24 13:30:18,752 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.762, mIoU: 0.123
2023-07-24 13:30:18,767 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.761, mIoU: 0.123
2023-07-24 13:30:18,782 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.760, mIoU: 0.122
2023-07-24 13:30:18,795 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.761, mIoU: 0.122
2023-07-24 13:30:18,808 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.763, mIoU: 0.124
2023-07-24 13:30:18,823 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.764, mIoU: 0.124
2023-07-24 13:30:18,836 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.760, mIoU: 0.123
2023-07-24 13:30:18,851 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.760, mIoU: 0.123
2023-07-24 13:30:18,866 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.762, mIoU: 0.123
2023-07-24 13:30:18,880 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.764, mIoU: 0.123
2023-07-24 13:30:18,895 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.763, mIoU: 0.123
2023-07-24 13:30:18,911 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.762, mIoU: 0.122
2023-07-24 13:30:18,924 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.763, mIoU: 0.126
2023-07-24 13:30:18,939 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.761, mIoU: 0.126
2023-07-24 13:30:18,955 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.762, mIoU: 0.126
2023-07-24 13:30:18,968 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.762, mIoU: 0.127
2023-07-24 13:30:18,982 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.763, mIoU: 0.127
2023-07-24 13:30:18,995 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.762, mIoU: 0.127
2023-07-24 13:30:19,008 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.762, mIoU: 0.126
2023-07-24 13:30:19,024 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.764, mIoU: 0.126
2023-07-24 13:30:19,039 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.761, mIoU: 0.125
2023-07-24 13:30:19,055 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.761, mIoU: 0.132
2023-07-24 13:30:19,069 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.761, mIoU: 0.131
2023-07-24 13:30:19,082 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.762, mIoU: 0.131
2023-07-24 13:30:19,098 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.763, mIoU: 0.131
2023-07-24 13:30:19,112 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.764, mIoU: 0.131
2023-07-24 13:30:19,127 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.764, mIoU: 0.130
2023-07-24 13:30:19,143 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.766, mIoU: 0.131
2023-07-24 13:30:19,156 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.767, mIoU: 0.131
2023-07-24 13:30:19,170 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.769, mIoU: 0.131
2023-07-24 13:30:19,186 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.768, mIoU: 0.129
2023-07-24 13:30:19,201 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.770, mIoU: 0.129
2023-07-24 13:30:19,210 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.769, mIoU: 0.129
2023-07-24 13:30:19,222 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.769, mIoU: 0.127
2023-07-24 13:30:19,238 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.765, mIoU: 0.126
2023-07-24 13:30:19,247 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.764, mIoU: 0.126
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2023-07-24 13:30:25,070 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.782, mIoU: 0.144
2023-07-24 13:30:25,083 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.782, mIoU: 0.144
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2023-07-24 13:30:25,139 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.782, mIoU: 0.144
2023-07-24 13:30:25,153 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.781, mIoU: 0.143
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2023-07-24 13:30:25,192 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,207 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,223 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,239 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,254 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,268 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,281 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,296 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,312 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,327 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,340 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.782, mIoU: 0.143
2023-07-24 13:30:25,353 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,368 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,382 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.783, mIoU: 0.142
2023-07-24 13:30:25,397 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.783, mIoU: 0.143
2023-07-24 13:30:25,411 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.783, mIoU: 0.142
2023-07-24 13:30:25,426 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,441 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,457 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,470 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,486 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,501 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:25,514 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,529 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,544 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,559 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,574 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.783, mIoU: 0.141
2023-07-24 13:30:25,587 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.783, mIoU: 0.141
2023-07-24 13:30:25,602 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.783, mIoU: 0.141
2023-07-24 13:30:25,617 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.783, mIoU: 0.141
2023-07-24 13:30:25,634 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:25,644 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.782, mIoU: 0.140
2023-07-24 13:30:25,660 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.781, mIoU: 0.140
2023-07-24 13:30:25,676 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.781, mIoU: 0.140
2023-07-24 13:30:25,689 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.781, mIoU: 0.140
2023-07-24 13:30:25,704 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:25,733 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:25,764 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:25,778 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:25,791 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:25,804 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:25,820 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:25,835 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:25,850 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:25,864 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:25,879 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:25,907 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:25,923 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:25,951 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.781, mIoU: 0.139
2023-07-24 13:30:25,965 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.781, mIoU: 0.139
2023-07-24 13:30:25,980 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.781, mIoU: 0.138
2023-07-24 13:30:25,995 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.781, mIoU: 0.139
2023-07-24 13:30:26,009 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.781, mIoU: 0.139
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2023-07-24 13:30:26,036 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.781, mIoU: 0.139
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2023-07-24 13:30:26,081 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.781, mIoU: 0.139
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2023-07-24 13:30:26,107 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.782, mIoU: 0.139
2023-07-24 13:30:26,123 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.782, mIoU: 0.139
2023-07-24 13:30:26,138 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.782, mIoU: 0.139
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2023-07-24 13:30:26,181 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.782, mIoU: 0.139
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2023-07-24 13:30:26,258 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.782, mIoU: 0.139
2023-07-24 13:30:26,273 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.782, mIoU: 0.139
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2023-07-24 13:30:26,303 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:26,316 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.782, mIoU: 0.141
2023-07-24 13:30:26,331 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,347 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,362 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,375 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,390 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.780, mIoU: 0.141
2023-07-24 13:30:26,403 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,418 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,433 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.781, mIoU: 0.140
2023-07-24 13:30:26,449 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.781, mIoU: 0.140
2023-07-24 13:30:26,463 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:26,479 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:26,494 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:26,508 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.779, mIoU: 0.141
2023-07-24 13:30:26,522 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.779, mIoU: 0.140
2023-07-24 13:30:26,537 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.778, mIoU: 0.140
2023-07-24 13:30:26,552 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.778, mIoU: 0.140
2023-07-24 13:30:26,570 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.778, mIoU: 0.140
2023-07-24 13:30:26,585 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.778, mIoU: 0.139
2023-07-24 13:30:26,601 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.778, mIoU: 0.139
2023-07-24 13:30:26,612 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.778, mIoU: 0.139
2023-07-24 13:30:26,625 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.778, mIoU: 0.139
2023-07-24 13:30:26,640 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.779, mIoU: 0.139
2023-07-24 13:30:26,653 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.779, mIoU: 0.139
2023-07-24 13:30:26,668 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.779, mIoU: 0.139
2023-07-24 13:30:26,681 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.779, mIoU: 0.139
2023-07-24 13:30:26,695 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:26,727 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,742 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:26,772 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,787 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,800 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,814 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,830 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,845 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.780, mIoU: 0.139
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2023-07-24 13:30:26,919 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:26,934 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.780, mIoU: 0.139
2023-07-24 13:30:26,947 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:26,961 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.780, mIoU: 0.140
2023-07-24 13:30:26,975 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.780, mIoU: 0.141
2023-07-24 13:30:26,991 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.780, mIoU: 0.141
2023-07-24 13:30:27,006 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.780, mIoU: 0.141
2023-07-24 13:30:27,020 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.781, mIoU: 0.141
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2023-07-24 13:30:27,116 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.781, mIoU: 0.141
2023-07-24 13:30:27,132 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.781, mIoU: 0.142
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2023-07-24 13:30:27,195 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.782, mIoU: 0.142
2023-07-24 13:30:27,211 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.782, mIoU: 0.142
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2023-07-24 13:30:27,935 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:27,952 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:27,965 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:27,982 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:27,998 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,012 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,025 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,041 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,057 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,073 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,089 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,101 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 13:30:28,116 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,130 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,144 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,160 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.785, mIoU: 0.147
2023-07-24 13:30:28,177 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,191 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,206 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,220 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,235 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,250 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,264 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,277 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,292 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,308 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,322 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,337 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,353 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.786, mIoU: 0.146
2023-07-24 13:30:28,368 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,382 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,397 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,413 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,430 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,443 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,458 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,471 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,487 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,500 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,514 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,530 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,545 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,558 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,575 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,592 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,607 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.784, mIoU: 0.146
2023-07-24 13:30:28,623 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,637 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,650 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,665 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,679 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,692 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,705 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.785, mIoU: 0.146
2023-07-24 13:30:28,721 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,734 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,748 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,762 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,778 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,794 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,809 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,823 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,837 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,852 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,867 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,882 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.785, mIoU: 0.147
2023-07-24 13:30:28,898 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,911 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,924 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,937 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:28,954 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,970 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:28,984 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:28,999 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,012 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,026 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,041 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,057 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,070 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,086 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.786, mIoU: 0.147
2023-07-24 13:30:29,099 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,115 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,128 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,143 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,156 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,171 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,186 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,200 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,215 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,230 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,245 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,260 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,275 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,289 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,304 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,319 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.786, mIoU: 0.148
2023-07-24 13:30:29,334 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,349 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,363 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 13:30:29,376 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,390 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:29,407 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:29,422 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,438 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,453 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,465 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,480 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,497 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,512 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,527 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:29,543 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,558 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,571 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,586 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,603 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:29,618 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:29,631 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,644 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,661 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,676 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,691 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,705 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,721 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,736 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,751 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,766 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,780 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,795 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,809 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,824 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,839 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,852 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,868 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,882 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,898 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,913 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,929 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,944 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,960 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:29,975 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:29,989 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,006 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,021 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,037 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,052 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,062 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,077 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,090 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:30,105 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:30,120 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,136 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,150 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,165 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,180 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,195 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,211 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,227 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,240 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,256 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,271 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,286 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,300 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,315 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,330 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:30,346 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.784, mIoU: 0.149
2023-07-24 13:30:30,360 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:30,376 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,391 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,405 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,419 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,435 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,448 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,462 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,476 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,491 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,506 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,522 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,537 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,552 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,567 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,580 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,594 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:30,609 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,622 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,635 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,650 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,665 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:30,680 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,696 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,709 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,722 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,738 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,753 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,765 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,780 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,794 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,809 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,823 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,839 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,855 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,869 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,878 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.785, mIoU: 0.149
2023-07-24 13:30:30,894 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,909 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,922 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,937 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,952 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,967 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:30,980 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:30,995 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,010 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,026 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,041 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,056 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.786, mIoU: 0.149
2023-07-24 13:30:31,072 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,088 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,102 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,117 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,132 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,147 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,160 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,174 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,190 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,205 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,212 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,225 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,238 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,250 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,262 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,276 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,291 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,306 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,318 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,331 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,345 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,356 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,372 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,385 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,401 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,416 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,431 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,447 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,459 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,472 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,488 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,504 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,519 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,534 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,548 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,558 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,570 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,583 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,594 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,610 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,623 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,638 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,654 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:31,669 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,683 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:31,699 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:31,714 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,729 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,744 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,759 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,773 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,789 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.786, mIoU: 0.152
2023-07-24 13:30:31,805 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.786, mIoU: 0.152
2023-07-24 13:30:31,818 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,831 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,847 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,860 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,876 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:31,889 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,905 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,920 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,938 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:31,954 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,967 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,983 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:31,998 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:32,013 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:32,028 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:32,042 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,055 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:32,070 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.787, mIoU: 0.150
2023-07-24 13:30:32,085 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,101 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,116 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,131 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,147 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,162 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,177 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,190 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.787, mIoU: 0.151
2023-07-24 13:30:32,206 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,217 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,230 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,245 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,257 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.786, mIoU: 0.151
2023-07-24 13:30:32,272 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.786, mIoU: 0.150
2023-07-24 13:30:32,287 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,302 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,317 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,333 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,348 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,362 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,375 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,390 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,403 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,419 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,434 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,448 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,463 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,476 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,491 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,507 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,523 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,538 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,554 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,567 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,580 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,595 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,608 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,621 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,637 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,652 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,666 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.785, mIoU: 0.151
2023-07-24 13:30:32,679 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.785, mIoU: 0.150
2023-07-24 13:30:32,692 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,707 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,723 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,738 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,751 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,764 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,778 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,793 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,808 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,823 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.784, mIoU: 0.150
2023-07-24 13:30:32,838 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,853 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,866 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,881 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,896 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,911 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,925 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,940 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,953 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,968 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,983 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.784, mIoU: 0.151
2023-07-24 13:30:32,998 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.784, mIoU: 0.152
2023-07-24 13:30:33,010 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.784, mIoU: 0.152
2023-07-24 13:30:33,025 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,040 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,057 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,070 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,084 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,099 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,113 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,129 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,144 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,159 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,172 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.783, mIoU: 0.151
2023-07-24 13:30:33,187 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,204 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,217 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,232 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,246 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,255 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,271 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,286 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,299 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,315 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,330 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,343 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,357 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,372 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,388 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,403 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,421 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,435 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.783, mIoU: 0.152
2023-07-24 13:30:33,453 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,467 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,481 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,496 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,511 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,526 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,538 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.782, mIoU: 0.151
2023-07-24 13:30:33,551 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,566 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,580 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,595 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,611 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,623 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,639 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,653 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,666 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,682 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,698 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,713 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.782, mIoU: 0.152
2023-07-24 13:30:33,728 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,741 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,756 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,771 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,786 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,801 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,815 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,830 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,844 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,857 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,869 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,884 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,899 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,914 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,929 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,941 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,954 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,970 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,985 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:33,998 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,013 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,029 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,044 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,058 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,073 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,088 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,102 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,117 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,130 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,143 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,158 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,173 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,188 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,203 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.783, mIoU: 0.153
2023-07-24 13:30:34,216 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,231 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,246 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,258 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,273 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,288 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,303 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,318 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,331 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.782, mIoU: 0.153
2023-07-24 13:30:34,343 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,358 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,373 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,387 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,400 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,415 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,432 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,446 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,456 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,472 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,488 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,503 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,518 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,531 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,546 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,561 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,574 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,589 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.781, mIoU: 0.153
2023-07-24 13:30:34,605 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,620 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,636 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,651 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,666 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,680 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,694 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,708 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,722 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,738 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.781, mIoU: 0.154
2023-07-24 13:30:34,753 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.780, mIoU: 0.153
2023-07-24 13:30:34,766 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.780, mIoU: 0.153
2023-07-24 13:30:34,781 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.780, mIoU: 0.153
2023-07-24 13:30:34,792 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.780, mIoU: 0.153
2023-07-24 13:30:34,807 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,823 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,838 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,851 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:34,867 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:34,884 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,899 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,911 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,926 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,942 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,953 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,969 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:34,985 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,000 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,013 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,026 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,041 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,056 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,071 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,084 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,100 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,114 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,127 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.779, mIoU: 0.154
2023-07-24 13:30:35,142 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,157 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,172 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,187 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,203 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,217 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,232 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,247 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,263 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,278 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,292 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,305 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,322 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,337 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,353 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,366 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,379 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,394 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,410 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,423 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,436 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,451 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,467 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,483 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,498 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,514 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,530 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,544 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,558 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,574 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,587 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,602 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,618 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,633 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,649 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,664 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,679 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:35,694 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,709 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:35,725 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,740 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,755 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,770 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,786 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,801 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,814 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,827 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.777, mIoU: 0.152
2023-07-24 13:30:35,842 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.778, mIoU: 0.151
2023-07-24 13:30:35,857 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.778, mIoU: 0.151
2023-07-24 13:30:35,870 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.778, mIoU: 0.151
2023-07-24 13:30:35,886 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.778, mIoU: 0.151
2023-07-24 13:30:35,901 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.778, mIoU: 0.151
2023-07-24 13:30:35,916 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,931 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,947 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,962 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,977 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:35,989 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,003 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,016 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,030 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,043 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,058 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,074 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,087 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,100 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,116 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,127 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,142 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,157 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,173 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,189 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,204 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,217 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,233 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,248 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,261 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,277 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,292 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,307 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,321 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,335 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,351 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,365 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,380 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,392 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,407 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:36,422 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,437 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,451 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,464 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,480 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,495 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,511 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,526 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,542 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,557 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,573 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,585 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,599 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,613 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,626 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,644 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:36,660 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,674 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,687 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,700 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,714 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,729 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,743 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,758 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,773 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,786 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,801 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,816 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,829 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,844 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,859 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,872 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,888 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,900 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,916 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,932 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,947 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,963 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,976 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:36,990 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:37,005 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:37,020 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,034 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,047 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,060 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,075 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,090 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,106 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,119 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,134 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,151 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,168 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,183 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,199 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,208 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,223 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,236 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,250 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,265 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,281 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,295 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,311 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,327 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,342 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,357 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,370 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,385 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,402 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,417 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,432 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,448 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,464 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,477 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,492 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,507 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,522 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,535 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,548 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,563 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,578 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:37,593 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:37,608 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,622 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,637 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,652 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,665 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,680 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,693 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,708 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,724 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,739 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,754 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,767 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,782 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,797 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,813 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,828 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,843 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,858 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,873 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,886 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,901 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:37,915 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:37,931 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:37,946 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:37,961 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:37,977 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:37,993 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,007 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,017 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:38,032 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:38,045 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:38,060 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,075 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,090 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,106 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,117 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,126 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,143 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.778, mIoU: 0.152
2023-07-24 13:30:38,158 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,173 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,186 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,201 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,216 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,229 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,244 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,258 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,272 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,287 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,299 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,314 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,328 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,343 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,356 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,371 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.779, mIoU: 0.152
2023-07-24 13:30:38,386 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:38,400 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:38,416 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:38,429 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.779, mIoU: 0.153
2023-07-24 13:30:38,443 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.779, mIoU: 0.154
2023-07-24 13:30:38,458 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.779, mIoU: 0.154
2023-07-24 13:30:38,475 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.778, mIoU: 0.153
2023-07-24 13:30:55,674 semantic_segmentation INFO: Iters: 5610/150000 || Lr: 0.019326 || Task Loss: 1.1214 || KD Loss: 0.5200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:37 || Estimated Time: 2 days, 22:11:21
2023-07-24 13:31:13,047 semantic_segmentation INFO: Iters: 5620/150000 || Lr: 0.019324 || Task Loss: 1.5951 || KD Loss: 0.7963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:55 || Estimated Time: 2 days, 22:10:59
2023-07-24 13:31:30,667 semantic_segmentation INFO: Iters: 5630/150000 || Lr: 0.019323 || Task Loss: 1.1954 || KD Loss: 0.5199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:12 || Estimated Time: 2 days, 22:10:44
2023-07-24 13:31:48,745 semantic_segmentation INFO: Iters: 5640/150000 || Lr: 0.019322 || Task Loss: 1.5125 || KD Loss: 0.6524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:31 || Estimated Time: 2 days, 22:10:42
2023-07-24 13:32:05,920 semantic_segmentation INFO: Iters: 5650/150000 || Lr: 0.019321 || Task Loss: 1.7976 || KD Loss: 0.8926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:48 || Estimated Time: 2 days, 22:10:16
2023-07-24 13:32:23,196 semantic_segmentation INFO: Iters: 5660/150000 || Lr: 0.019320 || Task Loss: 1.1627 || KD Loss: 0.5205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:05 || Estimated Time: 2 days, 22:09:53
2023-07-24 13:32:40,533 semantic_segmentation INFO: Iters: 5670/150000 || Lr: 0.019318 || Task Loss: 2.0379 || KD Loss: 0.9857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:22 || Estimated Time: 2 days, 22:09:31
2023-07-24 13:32:58,166 semantic_segmentation INFO: Iters: 5680/150000 || Lr: 0.019317 || Task Loss: 1.3222 || KD Loss: 0.6571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:40 || Estimated Time: 2 days, 22:09:16
2023-07-24 13:33:15,442 semantic_segmentation INFO: Iters: 5690/150000 || Lr: 0.019316 || Task Loss: 1.3115 || KD Loss: 0.5998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:57 || Estimated Time: 2 days, 22:08:53
2023-07-24 13:33:32,822 semantic_segmentation INFO: Iters: 5700/150000 || Lr: 0.019315 || Task Loss: 1.3904 || KD Loss: 0.6867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:15 || Estimated Time: 2 days, 22:08:33
2023-07-24 13:33:50,569 semantic_segmentation INFO: Iters: 5710/150000 || Lr: 0.019314 || Task Loss: 1.1948 || KD Loss: 0.6037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:32 || Estimated Time: 2 days, 22:08:22
2023-07-24 13:34:07,867 semantic_segmentation INFO: Iters: 5720/150000 || Lr: 0.019312 || Task Loss: 1.6797 || KD Loss: 0.8018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:50 || Estimated Time: 2 days, 22:07:59
2023-07-24 13:34:25,456 semantic_segmentation INFO: Iters: 5730/150000 || Lr: 0.019311 || Task Loss: 1.6874 || KD Loss: 0.7098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2514|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:07 || Estimated Time: 2 days, 22:07:44
2023-07-24 13:34:42,607 semantic_segmentation INFO: Iters: 5740/150000 || Lr: 0.019310 || Task Loss: 1.4309 || KD Loss: 0.7093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:24 || Estimated Time: 2 days, 22:07:18
2023-07-24 13:34:59,919 semantic_segmentation INFO: Iters: 5750/150000 || Lr: 0.019309 || Task Loss: 1.1906 || KD Loss: 0.5557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:42 || Estimated Time: 2 days, 22:06:56
2023-07-24 13:35:17,335 semantic_segmentation INFO: Iters: 5760/150000 || Lr: 0.019308 || Task Loss: 1.2652 || KD Loss: 0.5652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:59 || Estimated Time: 2 days, 22:06:36
2023-07-24 13:35:34,484 semantic_segmentation INFO: Iters: 5770/150000 || Lr: 0.019306 || Task Loss: 1.0280 || KD Loss: 0.4665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:16 || Estimated Time: 2 days, 22:06:10
2023-07-24 13:35:52,170 semantic_segmentation INFO: Iters: 5780/150000 || Lr: 0.019305 || Task Loss: 1.4413 || KD Loss: 0.7171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:34 || Estimated Time: 2 days, 22:05:57
2023-07-24 13:36:09,398 semantic_segmentation INFO: Iters: 5790/150000 || Lr: 0.019304 || Task Loss: 1.3226 || KD Loss: 0.5400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:51 || Estimated Time: 2 days, 22:05:33
2023-07-24 13:36:27,040 semantic_segmentation INFO: Iters: 5800/150000 || Lr: 0.019303 || Task Loss: 1.0547 || KD Loss: 0.4084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:09 || Estimated Time: 2 days, 22:05:19
2023-07-24 13:36:44,383 semantic_segmentation INFO: Iters: 5810/150000 || Lr: 0.019302 || Task Loss: 1.3236 || KD Loss: 0.6126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:26 || Estimated Time: 2 days, 22:04:57
2023-07-24 13:37:01,649 semantic_segmentation INFO: Iters: 5820/150000 || Lr: 0.019300 || Task Loss: 1.3760 || KD Loss: 0.5400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:43 || Estimated Time: 2 days, 22:04:34
2023-07-24 13:37:19,331 semantic_segmentation INFO: Iters: 5830/150000 || Lr: 0.019299 || Task Loss: 1.4633 || KD Loss: 0.8106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:01 || Estimated Time: 2 days, 22:04:20
2023-07-24 13:37:36,657 semantic_segmentation INFO: Iters: 5840/150000 || Lr: 0.019298 || Task Loss: 1.8277 || KD Loss: 0.8291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:18 || Estimated Time: 2 days, 22:03:59
2023-07-24 13:37:53,946 semantic_segmentation INFO: Iters: 5850/150000 || Lr: 0.019297 || Task Loss: 1.1433 || KD Loss: 0.5014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:36 || Estimated Time: 2 days, 22:03:37
2023-07-24 13:38:11,241 semantic_segmentation INFO: Iters: 5860/150000 || Lr: 0.019296 || Task Loss: 1.3903 || KD Loss: 0.7293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:53 || Estimated Time: 2 days, 22:03:15
2023-07-24 13:38:28,467 semantic_segmentation INFO: Iters: 5870/150000 || Lr: 0.019294 || Task Loss: 1.2027 || KD Loss: 0.5801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:10 || Estimated Time: 2 days, 22:02:50
2023-07-24 13:38:45,890 semantic_segmentation INFO: Iters: 5880/150000 || Lr: 0.019293 || Task Loss: 1.4865 || KD Loss: 0.6562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:28 || Estimated Time: 2 days, 22:02:31
2023-07-24 13:39:03,302 semantic_segmentation INFO: Iters: 5890/150000 || Lr: 0.019292 || Task Loss: 1.7715 || KD Loss: 0.8543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:45 || Estimated Time: 2 days, 22:02:12
2023-07-24 13:39:20,990 semantic_segmentation INFO: Iters: 5900/150000 || Lr: 0.019291 || Task Loss: 1.5761 || KD Loss: 0.7904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:03 || Estimated Time: 2 days, 22:01:59
2023-07-24 13:39:38,427 semantic_segmentation INFO: Iters: 5910/150000 || Lr: 0.019290 || Task Loss: 1.5907 || KD Loss: 0.9046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:20 || Estimated Time: 2 days, 22:01:40
2023-07-24 13:39:55,794 semantic_segmentation INFO: Iters: 5920/150000 || Lr: 0.019288 || Task Loss: 1.4505 || KD Loss: 0.6760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:38 || Estimated Time: 2 days, 22:01:20
2023-07-24 13:40:13,132 semantic_segmentation INFO: Iters: 5930/150000 || Lr: 0.019287 || Task Loss: 1.6030 || KD Loss: 0.8071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:55 || Estimated Time: 2 days, 22:00:58
2023-07-24 13:40:30,421 semantic_segmentation INFO: Iters: 5940/150000 || Lr: 0.019286 || Task Loss: 1.1964 || KD Loss: 0.5444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:12 || Estimated Time: 2 days, 22:00:36
2023-07-24 13:40:47,732 semantic_segmentation INFO: Iters: 5950/150000 || Lr: 0.019285 || Task Loss: 1.2537 || KD Loss: 0.5214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:30 || Estimated Time: 2 days, 22:00:13
2023-07-24 13:41:05,140 semantic_segmentation INFO: Iters: 5960/150000 || Lr: 0.019283 || Task Loss: 1.3042 || KD Loss: 0.5801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:47 || Estimated Time: 2 days, 21:59:53
2023-07-24 13:41:22,575 semantic_segmentation INFO: Iters: 5970/150000 || Lr: 0.019282 || Task Loss: 1.4384 || KD Loss: 0.6605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:04 || Estimated Time: 2 days, 21:59:36
2023-07-24 13:41:39,748 semantic_segmentation INFO: Iters: 5980/150000 || Lr: 0.019281 || Task Loss: 1.8084 || KD Loss: 1.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:22 || Estimated Time: 2 days, 21:59:09
2023-07-24 13:41:56,980 semantic_segmentation INFO: Iters: 5990/150000 || Lr: 0.019280 || Task Loss: 1.1971 || KD Loss: 0.6251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:39 || Estimated Time: 2 days, 21:58:46
2023-07-24 13:42:14,167 semantic_segmentation INFO: Iters: 6000/150000 || Lr: 0.019279 || Task Loss: 1.5831 || KD Loss: 0.8452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:56 || Estimated Time: 2 days, 21:58:21
2023-07-24 13:42:31,258 semantic_segmentation INFO: Iters: 6010/150000 || Lr: 0.019277 || Task Loss: 1.0849 || KD Loss: 0.5225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:13 || Estimated Time: 2 days, 21:57:54
2023-07-24 13:42:48,536 semantic_segmentation INFO: Iters: 6020/150000 || Lr: 0.019276 || Task Loss: 1.2531 || KD Loss: 0.5934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:30 || Estimated Time: 2 days, 21:57:31
2023-07-24 13:43:05,791 semantic_segmentation INFO: Iters: 6030/150000 || Lr: 0.019275 || Task Loss: 1.9188 || KD Loss: 0.8052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:48 || Estimated Time: 2 days, 21:57:09
2023-07-24 13:43:23,192 semantic_segmentation INFO: Iters: 6040/150000 || Lr: 0.019274 || Task Loss: 1.5511 || KD Loss: 0.7787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:05 || Estimated Time: 2 days, 21:56:48
2023-07-24 13:43:40,431 semantic_segmentation INFO: Iters: 6050/150000 || Lr: 0.019273 || Task Loss: 1.1216 || KD Loss: 0.5203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:22 || Estimated Time: 2 days, 21:56:25
2023-07-24 13:43:57,791 semantic_segmentation INFO: Iters: 6060/150000 || Lr: 0.019271 || Task Loss: 1.1603 || KD Loss: 0.6136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:40 || Estimated Time: 2 days, 21:56:01
2023-07-24 13:44:15,203 semantic_segmentation INFO: Iters: 6070/150000 || Lr: 0.019270 || Task Loss: 1.6927 || KD Loss: 0.7244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:57 || Estimated Time: 2 days, 21:55:45
2023-07-24 13:44:32,619 semantic_segmentation INFO: Iters: 6080/150000 || Lr: 0.019269 || Task Loss: 1.3858 || KD Loss: 0.6699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:14 || Estimated Time: 2 days, 21:55:27
2023-07-24 13:44:50,125 semantic_segmentation INFO: Iters: 6090/150000 || Lr: 0.019268 || Task Loss: 0.8754 || KD Loss: 0.3555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:32 || Estimated Time: 2 days, 21:55:09
2023-07-24 13:45:07,302 semantic_segmentation INFO: Iters: 6100/150000 || Lr: 0.019267 || Task Loss: 1.3125 || KD Loss: 0.6215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:49 || Estimated Time: 2 days, 21:54:44
2023-07-24 13:45:24,551 semantic_segmentation INFO: Iters: 6110/150000 || Lr: 0.019265 || Task Loss: 1.8620 || KD Loss: 0.8768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:06 || Estimated Time: 2 days, 21:54:20
2023-07-24 13:45:41,757 semantic_segmentation INFO: Iters: 6120/150000 || Lr: 0.019264 || Task Loss: 1.4136 || KD Loss: 0.6695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:24 || Estimated Time: 2 days, 21:53:56
2023-07-24 13:45:59,044 semantic_segmentation INFO: Iters: 6130/150000 || Lr: 0.019263 || Task Loss: 1.4622 || KD Loss: 0.7514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:41 || Estimated Time: 2 days, 21:53:35
2023-07-24 13:46:16,667 semantic_segmentation INFO: Iters: 6140/150000 || Lr: 0.019262 || Task Loss: 1.3541 || KD Loss: 0.6008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:58 || Estimated Time: 2 days, 21:53:20
2023-07-24 13:46:33,858 semantic_segmentation INFO: Iters: 6150/150000 || Lr: 0.019261 || Task Loss: 1.8197 || KD Loss: 0.8788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:16 || Estimated Time: 2 days, 21:52:57
2023-07-24 13:46:51,081 semantic_segmentation INFO: Iters: 6160/150000 || Lr: 0.019259 || Task Loss: 1.0990 || KD Loss: 0.4445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:33 || Estimated Time: 2 days, 21:52:31
2023-07-24 13:47:08,449 semantic_segmentation INFO: Iters: 6170/150000 || Lr: 0.019258 || Task Loss: 1.3510 || KD Loss: 0.5794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:50 || Estimated Time: 2 days, 21:52:11
2023-07-24 13:47:25,961 semantic_segmentation INFO: Iters: 6180/150000 || Lr: 0.019257 || Task Loss: 1.1142 || KD Loss: 0.4608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:08 || Estimated Time: 2 days, 21:51:55
2023-07-24 13:47:43,479 semantic_segmentation INFO: Iters: 6190/150000 || Lr: 0.019256 || Task Loss: 1.8632 || KD Loss: 0.7907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:25 || Estimated Time: 2 days, 21:51:37
2023-07-24 13:48:00,880 semantic_segmentation INFO: Iters: 6200/150000 || Lr: 0.019255 || Task Loss: 0.9448 || KD Loss: 0.3883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:43 || Estimated Time: 2 days, 21:51:18
2023-07-24 13:48:18,098 semantic_segmentation INFO: Iters: 6210/150000 || Lr: 0.019253 || Task Loss: 2.0330 || KD Loss: 0.8872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:00 || Estimated Time: 2 days, 21:50:54
2023-07-24 13:48:35,746 semantic_segmentation INFO: Iters: 6220/150000 || Lr: 0.019252 || Task Loss: 1.2855 || KD Loss: 0.6795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:18 || Estimated Time: 2 days, 21:50:40
2023-07-24 13:48:53,006 semantic_segmentation INFO: Iters: 6230/150000 || Lr: 0.019251 || Task Loss: 1.8173 || KD Loss: 0.7481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:35 || Estimated Time: 2 days, 21:50:18
2023-07-24 13:49:10,633 semantic_segmentation INFO: Iters: 6240/150000 || Lr: 0.019250 || Task Loss: 1.2740 || KD Loss: 0.4862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:52 || Estimated Time: 2 days, 21:50:04
2023-07-24 13:49:27,948 semantic_segmentation INFO: Iters: 6250/150000 || Lr: 0.019249 || Task Loss: 1.3063 || KD Loss: 0.6296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:10 || Estimated Time: 2 days, 21:49:42
2023-07-24 13:49:45,262 semantic_segmentation INFO: Iters: 6260/150000 || Lr: 0.019247 || Task Loss: 1.1522 || KD Loss: 0.5225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:27 || Estimated Time: 2 days, 21:49:21
2023-07-24 13:50:02,764 semantic_segmentation INFO: Iters: 6270/150000 || Lr: 0.019246 || Task Loss: 0.9370 || KD Loss: 0.5087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:45 || Estimated Time: 2 days, 21:49:03
2023-07-24 13:50:20,063 semantic_segmentation INFO: Iters: 6280/150000 || Lr: 0.019245 || Task Loss: 1.7218 || KD Loss: 0.8869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:02 || Estimated Time: 2 days, 21:48:42
2023-07-24 13:50:37,348 semantic_segmentation INFO: Iters: 6290/150000 || Lr: 0.019244 || Task Loss: 1.3071 || KD Loss: 0.6751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:19 || Estimated Time: 2 days, 21:48:19
2023-07-24 13:50:54,850 semantic_segmentation INFO: Iters: 6300/150000 || Lr: 0.019243 || Task Loss: 1.7376 || KD Loss: 0.8188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:37 || Estimated Time: 2 days, 21:48:03
2023-07-24 13:51:12,073 semantic_segmentation INFO: Iters: 6310/150000 || Lr: 0.019241 || Task Loss: 1.5736 || KD Loss: 0.8632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:54 || Estimated Time: 2 days, 21:47:39
2023-07-24 13:51:29,371 semantic_segmentation INFO: Iters: 6320/150000 || Lr: 0.019240 || Task Loss: 1.1383 || KD Loss: 0.5028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:11 || Estimated Time: 2 days, 21:47:17
2023-07-24 13:51:46,643 semantic_segmentation INFO: Iters: 6330/150000 || Lr: 0.019239 || Task Loss: 1.2078 || KD Loss: 0.5504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:28 || Estimated Time: 2 days, 21:46:55
2023-07-24 13:52:04,003 semantic_segmentation INFO: Iters: 6340/150000 || Lr: 0.019238 || Task Loss: 1.0886 || KD Loss: 0.5068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:46 || Estimated Time: 2 days, 21:46:35
2023-07-24 13:52:21,406 semantic_segmentation INFO: Iters: 6350/150000 || Lr: 0.019236 || Task Loss: 1.8748 || KD Loss: 0.8756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:03 || Estimated Time: 2 days, 21:46:12
2023-07-24 13:52:38,805 semantic_segmentation INFO: Iters: 6360/150000 || Lr: 0.019235 || Task Loss: 2.3039 || KD Loss: 1.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:21 || Estimated Time: 2 days, 21:45:56
2023-07-24 13:52:56,027 semantic_segmentation INFO: Iters: 6370/150000 || Lr: 0.019234 || Task Loss: 1.8348 || KD Loss: 0.9865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:38 || Estimated Time: 2 days, 21:45:33
2023-07-24 13:53:13,496 semantic_segmentation INFO: Iters: 6380/150000 || Lr: 0.019233 || Task Loss: 1.2407 || KD Loss: 0.4963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2362|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:55 || Estimated Time: 2 days, 21:45:15
2023-07-24 13:53:31,132 semantic_segmentation INFO: Iters: 6390/150000 || Lr: 0.019232 || Task Loss: 1.2964 || KD Loss: 0.6524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:13 || Estimated Time: 2 days, 21:45:01
2023-07-24 13:53:48,245 semantic_segmentation INFO: Iters: 6400/150000 || Lr: 0.019230 || Task Loss: 1.9840 || KD Loss: 1.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:30 || Estimated Time: 2 days, 21:44:35
2023-07-24 13:53:48,369 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 13:53:48,768 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.951, mIoU: 0.082
2023-07-24 13:53:48,784 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.691, mIoU: 0.069
2023-07-24 13:53:48,796 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.771, mIoU: 0.074
2023-07-24 13:53:48,811 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.722, mIoU: 0.074
2023-07-24 13:53:48,824 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.684, mIoU: 0.115
2023-07-24 13:53:48,837 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.720, mIoU: 0.156
2023-07-24 13:53:48,850 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.695, mIoU: 0.152
2023-07-24 13:53:48,864 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.710, mIoU: 0.170
2023-07-24 13:53:48,876 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.730, mIoU: 0.192
2023-07-24 13:53:48,890 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.737, mIoU: 0.191
2023-07-24 13:53:48,904 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.740, mIoU: 0.189
2023-07-24 13:53:48,919 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.757, mIoU: 0.190
2023-07-24 13:53:48,931 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.732, mIoU: 0.187
2023-07-24 13:53:48,945 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.741, mIoU: 0.176
2023-07-24 13:53:48,959 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.738, mIoU: 0.177
2023-07-24 13:53:48,972 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.750, mIoU: 0.175
2023-07-24 13:53:48,982 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.748, mIoU: 0.175
2023-07-24 13:53:48,995 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.748, mIoU: 0.175
2023-07-24 13:53:49,009 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.758, mIoU: 0.175
2023-07-24 13:53:49,024 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.763, mIoU: 0.214
2023-07-24 13:53:49,039 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.765, mIoU: 0.208
2023-07-24 13:53:49,054 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.771, mIoU: 0.205
2023-07-24 13:53:49,068 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.764, mIoU: 0.224
2023-07-24 13:53:49,083 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.762, mIoU: 0.200
2023-07-24 13:53:49,099 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.759, mIoU: 0.194
2023-07-24 13:53:49,113 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.762, mIoU: 0.196
2023-07-24 13:53:49,127 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.767, mIoU: 0.193
2023-07-24 13:53:49,138 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.773, mIoU: 0.193
2023-07-24 13:53:49,153 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.771, mIoU: 0.186
2023-07-24 13:53:49,167 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.779, mIoU: 0.187
2023-07-24 13:53:49,181 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.777, mIoU: 0.178
2023-07-24 13:53:49,196 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.780, mIoU: 0.180
2023-07-24 13:53:49,210 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.783, mIoU: 0.180
2023-07-24 13:53:49,224 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.787, mIoU: 0.179
2023-07-24 13:53:49,239 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.791, mIoU: 0.198
2023-07-24 13:53:49,253 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.793, mIoU: 0.200
2023-07-24 13:53:49,266 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.798, mIoU: 0.203
2023-07-24 13:53:49,278 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.802, mIoU: 0.213
2023-07-24 13:53:49,294 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.800, mIoU: 0.212
2023-07-24 13:53:49,306 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.799, mIoU: 0.212
2023-07-24 13:53:49,319 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.794, mIoU: 0.221
2023-07-24 13:53:49,333 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.799, mIoU: 0.221
2023-07-24 13:53:49,347 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.798, mIoU: 0.221
2023-07-24 13:53:49,360 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.799, mIoU: 0.220
2023-07-24 13:53:49,374 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.797, mIoU: 0.219
2023-07-24 13:53:49,389 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.799, mIoU: 0.221
2023-07-24 13:53:49,401 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.799, mIoU: 0.218
2023-07-24 13:53:49,413 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.790, mIoU: 0.215
2023-07-24 13:53:49,427 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.791, mIoU: 0.214
2023-07-24 13:53:49,442 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.792, mIoU: 0.215
2023-07-24 13:53:49,457 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.792, mIoU: 0.215
2023-07-24 13:53:49,472 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.796, mIoU: 0.215
2023-07-24 13:53:49,484 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.799, mIoU: 0.214
2023-07-24 13:53:49,499 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.797, mIoU: 0.214
2023-07-24 13:53:49,513 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.797, mIoU: 0.212
2023-07-24 13:53:49,526 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.792, mIoU: 0.208
2023-07-24 13:53:49,541 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.794, mIoU: 0.208
2023-07-24 13:53:49,557 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.798, mIoU: 0.206
2023-07-24 13:53:49,570 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.800, mIoU: 0.210
2023-07-24 13:53:49,585 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.790, mIoU: 0.218
2023-07-24 13:53:49,598 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.787, mIoU: 0.209
2023-07-24 13:53:49,613 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.790, mIoU: 0.207
2023-07-24 13:53:49,626 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.793, mIoU: 0.208
2023-07-24 13:53:49,643 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.790, mIoU: 0.206
2023-07-24 13:53:49,656 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.792, mIoU: 0.216
2023-07-24 13:53:49,671 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.793, mIoU: 0.216
2023-07-24 13:53:49,686 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.796, mIoU: 0.216
2023-07-24 13:53:49,699 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.795, mIoU: 0.216
2023-07-24 13:53:49,714 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.796, mIoU: 0.216
2023-07-24 13:53:49,729 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.794, mIoU: 0.215
2023-07-24 13:53:49,744 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.794, mIoU: 0.217
2023-07-24 13:53:49,757 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.796, mIoU: 0.217
2023-07-24 13:53:49,772 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.795, mIoU: 0.216
2023-07-24 13:53:49,787 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.797, mIoU: 0.216
2023-07-24 13:53:49,802 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.790, mIoU: 0.200
2023-07-24 13:53:49,817 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.793, mIoU: 0.200
2023-07-24 13:53:49,832 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.791, mIoU: 0.199
2023-07-24 13:53:49,842 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.791, mIoU: 0.199
2023-07-24 13:53:49,858 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.789, mIoU: 0.209
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2023-07-24 13:53:49,933 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.776, mIoU: 0.189
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2023-07-24 13:53:50,149 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.769, mIoU: 0.181
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2023-07-24 13:53:55,757 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.784, mIoU: 0.188
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2023-07-24 13:53:55,997 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.786, mIoU: 0.193
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2023-07-24 13:53:56,026 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.786, mIoU: 0.195
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2023-07-24 13:53:56,055 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.787, mIoU: 0.197
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2023-07-24 13:53:56,190 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:53:56,205 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:56,220 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:53:56,234 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.786, mIoU: 0.195
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2023-07-24 13:53:56,281 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.785, mIoU: 0.194
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2023-07-24 13:53:56,340 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:56,355 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:56,371 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:56,384 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:56,400 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.785, mIoU: 0.196
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2023-07-24 13:53:56,428 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:56,444 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:56,456 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.784, mIoU: 0.195
2023-07-24 13:53:56,471 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.784, mIoU: 0.195
2023-07-24 13:53:56,485 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.784, mIoU: 0.195
2023-07-24 13:53:56,496 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.783, mIoU: 0.194
2023-07-24 13:53:56,509 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.783, mIoU: 0.194
2023-07-24 13:53:56,524 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.783, mIoU: 0.195
2023-07-24 13:53:56,539 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.783, mIoU: 0.195
2023-07-24 13:53:56,554 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.783, mIoU: 0.194
2023-07-24 13:53:56,569 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.784, mIoU: 0.194
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2023-07-24 13:53:56,608 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.783, mIoU: 0.193
2023-07-24 13:53:56,624 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.783, mIoU: 0.193
2023-07-24 13:53:56,639 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:56,654 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:56,667 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.784, mIoU: 0.194
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2023-07-24 13:53:56,726 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:56,739 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:56,752 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.784, mIoU: 0.195
2023-07-24 13:53:56,768 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:56,783 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:56,799 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:56,812 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:56,828 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.784, mIoU: 0.194
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2023-07-24 13:53:57,066 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.785, mIoU: 0.194
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2023-07-24 13:53:57,196 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.784, mIoU: 0.193
2023-07-24 13:53:57,210 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.784, mIoU: 0.193
2023-07-24 13:53:57,226 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.784, mIoU: 0.193
2023-07-24 13:53:57,241 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:57,257 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:57,272 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:57,288 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:57,301 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:57,316 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.784, mIoU: 0.194
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2023-07-24 13:53:57,345 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:57,360 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,376 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,390 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.785, mIoU: 0.193
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2023-07-24 13:53:57,420 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.785, mIoU: 0.193
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2023-07-24 13:53:57,491 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,506 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,518 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,533 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,549 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,564 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:57,578 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:57,593 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:57,608 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:57,624 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:57,639 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.786, mIoU: 0.192
2023-07-24 13:53:57,655 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:57,670 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:57,685 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:57,701 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:57,716 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:57,729 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.785, mIoU: 0.193
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2023-07-24 13:53:57,802 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.783, mIoU: 0.192
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2023-07-24 13:53:57,831 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.784, mIoU: 0.193
2023-07-24 13:53:57,846 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 13:53:57,861 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:57,876 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.783, mIoU: 0.192
2023-07-24 13:53:57,891 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:57,906 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.783, mIoU: 0.192
2023-07-24 13:53:57,920 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.783, mIoU: 0.192
2023-07-24 13:53:57,934 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.782, mIoU: 0.192
2023-07-24 13:53:57,949 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.781, mIoU: 0.191
2023-07-24 13:53:57,964 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.781, mIoU: 0.192
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2023-07-24 13:53:58,014 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.781, mIoU: 0.192
2023-07-24 13:53:58,024 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.782, mIoU: 0.192
2023-07-24 13:53:58,038 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.782, mIoU: 0.192
2023-07-24 13:53:58,053 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.782, mIoU: 0.192
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2023-07-24 13:53:58,647 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,662 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,676 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,691 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 13:53:58,706 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 13:53:58,719 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 13:53:58,732 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,746 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 13:53:58,760 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 13:53:58,774 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 13:53:58,787 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 13:53:58,802 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 13:53:58,817 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:58,833 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:58,845 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:58,860 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.783, mIoU: 0.191
2023-07-24 13:53:58,874 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 13:53:58,885 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 13:53:58,900 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:58,916 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.784, mIoU: 0.192
2023-07-24 13:53:58,931 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,946 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,962 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,977 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:58,990 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:59,005 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 13:53:59,020 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:59,038 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,053 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,068 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:59,083 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:59,096 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:59,109 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:59,122 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.784, mIoU: 0.194
2023-07-24 13:53:59,137 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:59,153 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:59,166 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:59,180 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,195 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:53:59,209 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,225 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,240 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,255 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,268 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,283 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,297 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:53:59,311 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,326 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,340 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,356 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:53:59,370 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:53:59,386 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:53:59,402 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:53:59,416 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,429 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,445 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,461 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,477 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,492 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,505 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,518 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,533 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,546 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,562 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:53:59,579 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,592 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,607 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:53:59,621 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,636 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,651 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,664 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,677 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,692 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:53:59,706 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,720 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,735 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,749 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,764 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,778 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,793 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:53:59,809 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,826 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:59,840 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:59,854 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:59,868 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:59,884 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:59,897 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,911 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,926 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:53:59,941 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:53:59,955 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:53:59,971 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:53:59,987 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,003 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,019 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,033 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,046 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,060 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,074 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:54:00,087 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:54:00,101 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:54:00,117 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,130 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,143 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,158 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:00,174 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,189 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,206 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,220 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,233 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,248 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,264 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,280 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,295 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,308 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,322 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,334 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,350 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,366 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,380 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,395 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,407 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,422 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,437 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,453 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,467 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,482 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:00,496 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:00,512 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,526 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,541 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,555 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,570 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,586 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:00,600 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,617 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,632 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,648 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,664 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,679 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,695 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,710 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:00,724 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,739 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,754 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:54:00,768 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,782 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.786, mIoU: 0.193
2023-07-24 13:54:00,795 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,812 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,826 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,843 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.785, mIoU: 0.193
2023-07-24 13:54:00,858 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,870 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,884 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,901 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,916 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,929 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,945 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,960 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:00,973 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:00,988 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,003 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,019 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,032 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,044 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,062 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,077 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,093 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,106 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,121 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,137 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,152 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,168 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,182 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,197 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,210 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:01,226 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,240 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,254 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,270 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,283 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:01,299 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,314 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,329 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,344 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,359 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,374 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,388 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,405 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,420 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,436 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,452 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.785, mIoU: 0.196
2023-07-24 13:54:01,462 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,477 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,491 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:01,507 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:01,522 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,538 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:01,552 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,568 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,584 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,598 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,615 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,630 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,643 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,659 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,673 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,688 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,701 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,716 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,731 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,746 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.785, mIoU: 0.194
2023-07-24 13:54:01,759 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.785, mIoU: 0.195
2023-07-24 13:54:01,774 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,789 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,802 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,817 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,833 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,847 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,862 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,875 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,891 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:01,907 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,923 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:01,938 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:01,954 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:01,970 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:01,984 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:01,998 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,013 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,026 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,040 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,055 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,070 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,085 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,101 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,114 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,127 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,143 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,158 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,171 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.786, mIoU: 0.194
2023-07-24 13:54:02,185 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,199 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,214 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,228 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,245 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,262 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,277 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,287 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,304 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,320 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,334 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,349 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,366 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,382 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,396 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,412 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,428 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,444 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,459 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,474 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,491 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,507 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,520 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,535 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,550 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,565 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.788, mIoU: 0.195
2023-07-24 13:54:02,578 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.787, mIoU: 0.194
2023-07-24 13:54:02,593 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,609 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,624 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,631 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,645 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,659 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,672 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,684 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,699 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,714 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,730 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,742 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,756 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,771 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,783 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,800 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,813 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:02,829 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.786, mIoU: 0.195
2023-07-24 13:54:02,844 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,859 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.787, mIoU: 0.195
2023-07-24 13:54:02,875 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:02,887 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,901 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,916 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,931 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,946 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,961 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,975 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,985 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:02,997 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:03,010 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,022 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,037 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,051 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,066 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:03,082 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:03,099 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:03,113 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.787, mIoU: 0.196
2023-07-24 13:54:03,129 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,145 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,160 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,176 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,191 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,206 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,221 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,237 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,251 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,264 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,279 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,292 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,308 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,321 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,336 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,352 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,369 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.788, mIoU: 0.198
2023-07-24 13:54:03,385 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,398 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,413 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,428 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,443 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,459 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,472 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,486 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,502 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,518 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,533 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,549 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.789, mIoU: 0.198
2023-07-24 13:54:03,565 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,581 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.789, mIoU: 0.197
2023-07-24 13:54:03,596 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,612 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,625 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.788, mIoU: 0.198
2023-07-24 13:54:03,641 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,652 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,665 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,680 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.788, mIoU: 0.197
2023-07-24 13:54:03,692 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,707 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,722 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,737 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,753 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,768 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,783 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,798 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,811 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,826 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,839 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:03,854 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:03,869 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,883 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.787, mIoU: 0.197
2023-07-24 13:54:03,898 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:03,912 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.786, mIoU: 0.196
2023-07-24 13:54:03,927 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.786, mIoU: 0.196
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2023-07-24 13:54:03,959 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.786, mIoU: 0.196
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2023-07-24 13:54:03,990 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.786, mIoU: 0.196
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2023-07-24 13:54:04,033 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.786, mIoU: 0.196
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2023-07-24 13:54:04,076 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,091 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,106 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,119 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,132 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,148 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.785, mIoU: 0.197
2023-07-24 13:54:04,164 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,179 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.786, mIoU: 0.197
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2023-07-24 13:54:04,206 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,221 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,236 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.786, mIoU: 0.197
2023-07-24 13:54:04,251 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,265 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,280 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.786, mIoU: 0.198
2023-07-24 13:54:04,295 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.786, mIoU: 0.199
2023-07-24 13:54:04,309 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.786, mIoU: 0.199
2023-07-24 13:54:04,324 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.786, mIoU: 0.199
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2023-07-24 13:54:04,397 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.785, mIoU: 0.199
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2023-07-24 13:54:04,705 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.784, mIoU: 0.200
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2023-07-24 13:54:04,764 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.784, mIoU: 0.200
2023-07-24 13:54:04,779 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.784, mIoU: 0.200
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2023-07-24 13:54:04,835 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.784, mIoU: 0.200
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2023-07-24 13:54:05,001 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.784, mIoU: 0.199
2023-07-24 13:54:05,016 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:05,179 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.784, mIoU: 0.201
2023-07-24 13:54:05,192 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.784, mIoU: 0.200
2023-07-24 13:54:05,207 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.784, mIoU: 0.200
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2023-07-24 13:54:05,292 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.784, mIoU: 0.201
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2023-07-24 13:54:05,332 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.785, mIoU: 0.201
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2023-07-24 13:54:05,573 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.785, mIoU: 0.201
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2023-07-24 13:54:05,718 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.785, mIoU: 0.201
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2023-07-24 13:54:05,820 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.785, mIoU: 0.202
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2023-07-24 13:54:05,847 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.785, mIoU: 0.202
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2023-07-24 13:54:06,010 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.784, mIoU: 0.201
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2023-07-24 13:54:06,131 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.784, mIoU: 0.201
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2023-07-24 13:54:06,189 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.784, mIoU: 0.200
2023-07-24 13:54:06,204 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.783, mIoU: 0.200
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2023-07-24 13:54:06,232 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:06,273 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:06,288 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:06,301 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:06,377 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.782, mIoU: 0.198
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2023-07-24 13:54:06,422 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:06,453 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:06,467 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:06,510 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:06,740 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:07,015 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:07,028 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:07,088 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:07,118 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:07,147 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:07,162 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:07,177 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.781, mIoU: 0.198
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2023-07-24 13:54:07,206 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,222 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,236 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,249 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,262 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,277 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,292 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,305 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,319 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,335 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:07,350 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,365 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:07,380 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,396 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:07,411 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.782, mIoU: 0.198
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2023-07-24 13:54:07,451 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.782, mIoU: 0.198
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2023-07-24 13:54:07,508 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,522 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,535 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,550 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,562 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:07,638 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.781, mIoU: 0.196
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2023-07-24 13:54:07,666 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.781, mIoU: 0.196
2023-07-24 13:54:07,681 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:07,742 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:07,770 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:07,830 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,845 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:07,860 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,876 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,891 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,904 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,919 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.781, mIoU: 0.198
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2023-07-24 13:54:07,950 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,965 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 13:54:07,980 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:08,010 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,020 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,034 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,047 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.781, mIoU: 0.197
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2023-07-24 13:54:08,106 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,118 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,131 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,144 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,159 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,173 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,188 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,202 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,215 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,230 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,245 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,258 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,272 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,287 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,300 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,314 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.782, mIoU: 0.198
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2023-07-24 13:54:08,386 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,399 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,413 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,428 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,443 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,458 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,472 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,485 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,500 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,516 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,532 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:08,561 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,578 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,594 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,609 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,624 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,632 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,647 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,660 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.781, mIoU: 0.197
2023-07-24 13:54:08,673 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,688 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,703 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,718 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,733 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,749 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:08,779 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,792 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,808 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:08,840 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,856 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,871 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,888 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,901 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,916 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,931 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.782, mIoU: 0.197
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2023-07-24 13:54:08,960 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.782, mIoU: 0.197
2023-07-24 13:54:08,974 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:08,989 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,004 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,020 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.783, mIoU: 0.198
2023-07-24 13:54:09,035 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,050 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,065 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,080 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,093 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,108 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,122 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,137 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,152 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,167 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,182 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.782, mIoU: 0.198
2023-07-24 13:54:09,195 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,211 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,226 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,242 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:09,332 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,345 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,361 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,376 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,391 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,407 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.782, mIoU: 0.200
2023-07-24 13:54:09,422 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,437 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:09,462 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,476 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,491 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,506 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,521 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.782, mIoU: 0.199
2023-07-24 13:54:09,536 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.782, mIoU: 0.199
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2023-07-24 13:54:09,559 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,576 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,591 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:09,620 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,635 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,651 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,664 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.783, mIoU: 0.199
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2023-07-24 13:54:09,695 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,710 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,725 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,738 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,753 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,768 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,783 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,796 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.783, mIoU: 0.199
2023-07-24 13:54:09,811 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.784, mIoU: 0.199
2023-07-24 13:54:09,826 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.784, mIoU: 0.200
2023-07-24 13:54:09,841 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,857 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,870 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,885 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,900 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.783, mIoU: 0.200
2023-07-24 13:54:09,917 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.782, mIoU: 0.200
2023-07-24 13:54:27,149 semantic_segmentation INFO: Iters: 6410/150000 || Lr: 0.019229 || Task Loss: 1.4691 || KD Loss: 0.6934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:09 || Estimated Time: 2 days, 21:52:18
2023-07-24 13:54:44,327 semantic_segmentation INFO: Iters: 6420/150000 || Lr: 0.019228 || Task Loss: 1.1315 || KD Loss: 0.4464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:26 || Estimated Time: 2 days, 21:51:52
2023-07-24 13:55:01,535 semantic_segmentation INFO: Iters: 6430/150000 || Lr: 0.019227 || Task Loss: 1.2563 || KD Loss: 0.5617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:43 || Estimated Time: 2 days, 21:51:27
2023-07-24 13:55:18,755 semantic_segmentation INFO: Iters: 6440/150000 || Lr: 0.019226 || Task Loss: 1.3732 || KD Loss: 0.6065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:01 || Estimated Time: 2 days, 21:51:04
2023-07-24 13:55:36,047 semantic_segmentation INFO: Iters: 6450/150000 || Lr: 0.019224 || Task Loss: 1.4878 || KD Loss: 0.8697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:18 || Estimated Time: 2 days, 21:50:41
2023-07-24 13:55:53,350 semantic_segmentation INFO: Iters: 6460/150000 || Lr: 0.019223 || Task Loss: 1.2759 || KD Loss: 0.7043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:35 || Estimated Time: 2 days, 21:50:18
2023-07-24 13:56:10,775 semantic_segmentation INFO: Iters: 6470/150000 || Lr: 0.019222 || Task Loss: 1.4448 || KD Loss: 0.5988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:53 || Estimated Time: 2 days, 21:49:56
2023-07-24 13:56:28,314 semantic_segmentation INFO: Iters: 6480/150000 || Lr: 0.019221 || Task Loss: 0.9653 || KD Loss: 0.4033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:10 || Estimated Time: 2 days, 21:49:42
2023-07-24 13:56:45,474 semantic_segmentation INFO: Iters: 6490/150000 || Lr: 0.019220 || Task Loss: 1.6419 || KD Loss: 0.7008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:27 || Estimated Time: 2 days, 21:49:17
2023-07-24 13:57:02,788 semantic_segmentation INFO: Iters: 6500/150000 || Lr: 0.019218 || Task Loss: 1.2272 || KD Loss: 0.5848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:45 || Estimated Time: 2 days, 21:48:54
2023-07-24 13:57:20,191 semantic_segmentation INFO: Iters: 6510/150000 || Lr: 0.019217 || Task Loss: 1.4228 || KD Loss: 0.5864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:02 || Estimated Time: 2 days, 21:48:34
2023-07-24 13:57:37,431 semantic_segmentation INFO: Iters: 6520/150000 || Lr: 0.019216 || Task Loss: 1.3959 || KD Loss: 0.6096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:19 || Estimated Time: 2 days, 21:48:12
2023-07-24 13:57:54,691 semantic_segmentation INFO: Iters: 6530/150000 || Lr: 0.019215 || Task Loss: 2.0205 || KD Loss: 0.9485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:36 || Estimated Time: 2 days, 21:47:48
2023-07-24 13:58:12,087 semantic_segmentation INFO: Iters: 6540/150000 || Lr: 0.019214 || Task Loss: 1.5381 || KD Loss: 0.6784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:54 || Estimated Time: 2 days, 21:47:28
2023-07-24 13:58:29,279 semantic_segmentation INFO: Iters: 6550/150000 || Lr: 0.019212 || Task Loss: 0.9018 || KD Loss: 0.3876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:11 || Estimated Time: 2 days, 21:47:03
2023-07-24 13:58:46,623 semantic_segmentation INFO: Iters: 6560/150000 || Lr: 0.019211 || Task Loss: 1.2854 || KD Loss: 0.6183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:28 || Estimated Time: 2 days, 21:46:42
2023-07-24 13:59:03,912 semantic_segmentation INFO: Iters: 6570/150000 || Lr: 0.019210 || Task Loss: 1.0872 || KD Loss: 0.4850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:46 || Estimated Time: 2 days, 21:46:20
2023-07-24 13:59:21,159 semantic_segmentation INFO: Iters: 6580/150000 || Lr: 0.019209 || Task Loss: 2.3058 || KD Loss: 1.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:03 || Estimated Time: 2 days, 21:45:56
2023-07-24 13:59:38,481 semantic_segmentation INFO: Iters: 6590/150000 || Lr: 0.019208 || Task Loss: 1.6854 || KD Loss: 0.8230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:20 || Estimated Time: 2 days, 21:45:36
2023-07-24 13:59:55,751 semantic_segmentation INFO: Iters: 6600/150000 || Lr: 0.019206 || Task Loss: 1.3982 || KD Loss: 0.7006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:38 || Estimated Time: 2 days, 21:45:12
2023-07-24 14:00:13,059 semantic_segmentation INFO: Iters: 6610/150000 || Lr: 0.019205 || Task Loss: 1.4550 || KD Loss: 0.6000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:55 || Estimated Time: 2 days, 21:44:50
2023-07-24 14:00:30,270 semantic_segmentation INFO: Iters: 6620/150000 || Lr: 0.019204 || Task Loss: 1.2946 || KD Loss: 0.5937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:12 || Estimated Time: 2 days, 21:44:27
2023-07-24 14:00:47,540 semantic_segmentation INFO: Iters: 6630/150000 || Lr: 0.019203 || Task Loss: 1.4344 || KD Loss: 0.5816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:29 || Estimated Time: 2 days, 21:44:03
2023-07-24 14:01:04,751 semantic_segmentation INFO: Iters: 6640/150000 || Lr: 0.019202 || Task Loss: 0.9269 || KD Loss: 0.4380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:47 || Estimated Time: 2 days, 21:43:40
2023-07-24 14:01:21,945 semantic_segmentation INFO: Iters: 6650/150000 || Lr: 0.019200 || Task Loss: 0.8544 || KD Loss: 0.3925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:04 || Estimated Time: 2 days, 21:43:15
2023-07-24 14:01:39,213 semantic_segmentation INFO: Iters: 6660/150000 || Lr: 0.019199 || Task Loss: 0.9330 || KD Loss: 0.3772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:21 || Estimated Time: 2 days, 21:42:52
2023-07-24 14:01:57,187 semantic_segmentation INFO: Iters: 6670/150000 || Lr: 0.019198 || Task Loss: 1.1602 || KD Loss: 0.5294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:39 || Estimated Time: 2 days, 21:42:45
2023-07-24 14:02:14,397 semantic_segmentation INFO: Iters: 6680/150000 || Lr: 0.019197 || Task Loss: 1.8318 || KD Loss: 0.7466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:56 || Estimated Time: 2 days, 21:42:21
2023-07-24 14:02:31,698 semantic_segmentation INFO: Iters: 6690/150000 || Lr: 0.019196 || Task Loss: 1.2694 || KD Loss: 0.6630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:13 || Estimated Time: 2 days, 21:41:59
2023-07-24 14:02:49,106 semantic_segmentation INFO: Iters: 6700/150000 || Lr: 0.019194 || Task Loss: 1.5941 || KD Loss: 0.8894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:31 || Estimated Time: 2 days, 21:41:39
2023-07-24 14:03:06,595 semantic_segmentation INFO: Iters: 6710/150000 || Lr: 0.019193 || Task Loss: 1.6845 || KD Loss: 0.8356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:48 || Estimated Time: 2 days, 21:41:21
2023-07-24 14:03:23,745 semantic_segmentation INFO: Iters: 6720/150000 || Lr: 0.019192 || Task Loss: 1.1469 || KD Loss: 0.5196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:06 || Estimated Time: 2 days, 21:40:57
2023-07-24 14:03:40,996 semantic_segmentation INFO: Iters: 6730/150000 || Lr: 0.019191 || Task Loss: 1.3751 || KD Loss: 0.6077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:23 || Estimated Time: 2 days, 21:40:34
2023-07-24 14:03:58,545 semantic_segmentation INFO: Iters: 6740/150000 || Lr: 0.019189 || Task Loss: 1.2056 || KD Loss: 0.5516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:40 || Estimated Time: 2 days, 21:40:16
2023-07-24 14:04:16,130 semantic_segmentation INFO: Iters: 6750/150000 || Lr: 0.019188 || Task Loss: 1.2950 || KD Loss: 0.6059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:58 || Estimated Time: 2 days, 21:40:01
2023-07-24 14:04:33,346 semantic_segmentation INFO: Iters: 6760/150000 || Lr: 0.019187 || Task Loss: 1.5676 || KD Loss: 0.7904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:15 || Estimated Time: 2 days, 21:39:37
2023-07-24 14:04:50,756 semantic_segmentation INFO: Iters: 6770/150000 || Lr: 0.019186 || Task Loss: 1.0996 || KD Loss: 0.4558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:33 || Estimated Time: 2 days, 21:39:17
2023-07-24 14:05:07,874 semantic_segmentation INFO: Iters: 6780/150000 || Lr: 0.019185 || Task Loss: 1.5726 || KD Loss: 0.7730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:50 || Estimated Time: 2 days, 21:38:52
2023-07-24 14:05:25,180 semantic_segmentation INFO: Iters: 6790/150000 || Lr: 0.019183 || Task Loss: 1.3862 || KD Loss: 0.7069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:07 || Estimated Time: 2 days, 21:38:30
2023-07-24 14:05:42,745 semantic_segmentation INFO: Iters: 6800/150000 || Lr: 0.019182 || Task Loss: 1.3649 || KD Loss: 0.6823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:25 || Estimated Time: 2 days, 21:38:14
2023-07-24 14:06:00,074 semantic_segmentation INFO: Iters: 6810/150000 || Lr: 0.019181 || Task Loss: 1.5653 || KD Loss: 0.7552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:42 || Estimated Time: 2 days, 21:37:53
2023-07-24 14:06:17,717 semantic_segmentation INFO: Iters: 6820/150000 || Lr: 0.019180 || Task Loss: 1.1841 || KD Loss: 0.5375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:59 || Estimated Time: 2 days, 21:37:38
2023-07-24 14:06:34,889 semantic_segmentation INFO: Iters: 6830/150000 || Lr: 0.019179 || Task Loss: 1.0571 || KD Loss: 0.4708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:17 || Estimated Time: 2 days, 21:37:13
2023-07-24 14:06:52,096 semantic_segmentation INFO: Iters: 6840/150000 || Lr: 0.019177 || Task Loss: 1.3185 || KD Loss: 0.5595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:34 || Estimated Time: 2 days, 21:36:50
2023-07-24 14:07:09,326 semantic_segmentation INFO: Iters: 6850/150000 || Lr: 0.019176 || Task Loss: 1.3065 || KD Loss: 0.6459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:51 || Estimated Time: 2 days, 21:36:26
2023-07-24 14:07:26,697 semantic_segmentation INFO: Iters: 6860/150000 || Lr: 0.019175 || Task Loss: 1.3821 || KD Loss: 0.5460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:08 || Estimated Time: 2 days, 21:36:06
2023-07-24 14:07:44,234 semantic_segmentation INFO: Iters: 6870/150000 || Lr: 0.019174 || Task Loss: 1.1648 || KD Loss: 0.5091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:26 || Estimated Time: 2 days, 21:35:49
2023-07-24 14:08:01,507 semantic_segmentation INFO: Iters: 6880/150000 || Lr: 0.019173 || Task Loss: 1.1342 || KD Loss: 0.4987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:43 || Estimated Time: 2 days, 21:35:27
2023-07-24 14:08:19,281 semantic_segmentation INFO: Iters: 6890/150000 || Lr: 0.019171 || Task Loss: 1.1102 || KD Loss: 0.4827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:01 || Estimated Time: 2 days, 21:35:14
2023-07-24 14:08:36,523 semantic_segmentation INFO: Iters: 6900/150000 || Lr: 0.019170 || Task Loss: 1.4360 || KD Loss: 0.7157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:18 || Estimated Time: 2 days, 21:34:52
2023-07-24 14:08:53,664 semantic_segmentation INFO: Iters: 6910/150000 || Lr: 0.019169 || Task Loss: 1.2440 || KD Loss: 0.5868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:35 || Estimated Time: 2 days, 21:34:28
2023-07-24 14:09:11,265 semantic_segmentation INFO: Iters: 6920/150000 || Lr: 0.019168 || Task Loss: 1.3213 || KD Loss: 0.6957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:53 || Estimated Time: 2 days, 21:34:09
2023-07-24 14:09:28,489 semantic_segmentation INFO: Iters: 6930/150000 || Lr: 0.019167 || Task Loss: 1.9071 || KD Loss: 0.7972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:10 || Estimated Time: 2 days, 21:33:48
2023-07-24 14:09:45,695 semantic_segmentation INFO: Iters: 6940/150000 || Lr: 0.019165 || Task Loss: 1.1455 || KD Loss: 0.5303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:27 || Estimated Time: 2 days, 21:33:24
2023-07-24 14:10:03,052 semantic_segmentation INFO: Iters: 6950/150000 || Lr: 0.019164 || Task Loss: 1.0413 || KD Loss: 0.4165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:45 || Estimated Time: 2 days, 21:33:04
2023-07-24 14:10:20,704 semantic_segmentation INFO: Iters: 6960/150000 || Lr: 0.019163 || Task Loss: 1.1594 || KD Loss: 0.5881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:02 || Estimated Time: 2 days, 21:32:50
2023-07-24 14:10:38,224 semantic_segmentation INFO: Iters: 6970/150000 || Lr: 0.019162 || Task Loss: 1.1356 || KD Loss: 0.4871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:20 || Estimated Time: 2 days, 21:32:32
2023-07-24 14:10:55,499 semantic_segmentation INFO: Iters: 6980/150000 || Lr: 0.019161 || Task Loss: 1.6729 || KD Loss: 0.7084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:37 || Estimated Time: 2 days, 21:32:10
2023-07-24 14:11:12,715 semantic_segmentation INFO: Iters: 6990/150000 || Lr: 0.019159 || Task Loss: 1.4970 || KD Loss: 0.8635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:54 || Estimated Time: 2 days, 21:31:47
2023-07-24 14:11:29,929 semantic_segmentation INFO: Iters: 7000/150000 || Lr: 0.019158 || Task Loss: 1.4801 || KD Loss: 0.8629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:12 || Estimated Time: 2 days, 21:31:23
2023-07-24 14:11:47,215 semantic_segmentation INFO: Iters: 7010/150000 || Lr: 0.019157 || Task Loss: 2.0768 || KD Loss: 0.9914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:29 || Estimated Time: 2 days, 21:31:01
2023-07-24 14:12:04,385 semantic_segmentation INFO: Iters: 7020/150000 || Lr: 0.019156 || Task Loss: 1.5406 || KD Loss: 0.6946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:46 || Estimated Time: 2 days, 21:30:38
2023-07-24 14:12:21,954 semantic_segmentation INFO: Iters: 7030/150000 || Lr: 0.019155 || Task Loss: 1.4122 || KD Loss: 0.6745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:04 || Estimated Time: 2 days, 21:30:22
2023-07-24 14:12:39,328 semantic_segmentation INFO: Iters: 7040/150000 || Lr: 0.019153 || Task Loss: 1.6942 || KD Loss: 0.8041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:21 || Estimated Time: 2 days, 21:30:01
2023-07-24 14:12:56,464 semantic_segmentation INFO: Iters: 7050/150000 || Lr: 0.019152 || Task Loss: 1.2250 || KD Loss: 0.5198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:38 || Estimated Time: 2 days, 21:29:36
2023-07-24 14:13:14,051 semantic_segmentation INFO: Iters: 7060/150000 || Lr: 0.019151 || Task Loss: 1.0846 || KD Loss: 0.5206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:56 || Estimated Time: 2 days, 21:29:20
2023-07-24 14:13:31,543 semantic_segmentation INFO: Iters: 7070/150000 || Lr: 0.019150 || Task Loss: 1.8940 || KD Loss: 0.9410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:13 || Estimated Time: 2 days, 21:29:03
2023-07-24 14:13:49,065 semantic_segmentation INFO: Iters: 7080/150000 || Lr: 0.019148 || Task Loss: 1.5053 || KD Loss: 0.6734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:31 || Estimated Time: 2 days, 21:28:46
2023-07-24 14:14:06,281 semantic_segmentation INFO: Iters: 7090/150000 || Lr: 0.019147 || Task Loss: 1.7489 || KD Loss: 0.7835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:48 || Estimated Time: 2 days, 21:28:22
2023-07-24 14:14:23,802 semantic_segmentation INFO: Iters: 7100/150000 || Lr: 0.019146 || Task Loss: 2.0283 || KD Loss: 1.0020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:06 || Estimated Time: 2 days, 21:28:06
2023-07-24 14:14:41,200 semantic_segmentation INFO: Iters: 7110/150000 || Lr: 0.019145 || Task Loss: 1.3456 || KD Loss: 0.5986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:23 || Estimated Time: 2 days, 21:27:45
2023-07-24 14:14:58,636 semantic_segmentation INFO: Iters: 7120/150000 || Lr: 0.019144 || Task Loss: 1.4767 || KD Loss: 0.7733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:40 || Estimated Time: 2 days, 21:27:27
2023-07-24 14:15:15,917 semantic_segmentation INFO: Iters: 7130/150000 || Lr: 0.019142 || Task Loss: 1.6207 || KD Loss: 0.6381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:58 || Estimated Time: 2 days, 21:27:05
2023-07-24 14:15:33,121 semantic_segmentation INFO: Iters: 7140/150000 || Lr: 0.019141 || Task Loss: 1.2745 || KD Loss: 0.5499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:15 || Estimated Time: 2 days, 21:26:42
2023-07-24 14:15:50,441 semantic_segmentation INFO: Iters: 7150/150000 || Lr: 0.019140 || Task Loss: 1.9241 || KD Loss: 0.8875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:32 || Estimated Time: 2 days, 21:26:20
2023-07-24 14:16:07,844 semantic_segmentation INFO: Iters: 7160/150000 || Lr: 0.019139 || Task Loss: 1.2721 || KD Loss: 0.5948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:50 || Estimated Time: 2 days, 21:26:02
2023-07-24 14:16:25,463 semantic_segmentation INFO: Iters: 7170/150000 || Lr: 0.019138 || Task Loss: 1.2152 || KD Loss: 0.6594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:07 || Estimated Time: 2 days, 21:25:47
2023-07-24 14:16:42,776 semantic_segmentation INFO: Iters: 7180/150000 || Lr: 0.019136 || Task Loss: 1.3379 || KD Loss: 0.5517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:25 || Estimated Time: 2 days, 21:25:25
2023-07-24 14:17:00,071 semantic_segmentation INFO: Iters: 7190/150000 || Lr: 0.019135 || Task Loss: 1.3161 || KD Loss: 0.5926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:42 || Estimated Time: 2 days, 21:25:03
2023-07-24 14:17:17,383 semantic_segmentation INFO: Iters: 7200/150000 || Lr: 0.019134 || Task Loss: 1.2674 || KD Loss: 0.4990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:59 || Estimated Time: 2 days, 21:24:42
2023-07-24 14:17:17,499 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 14:17:17,900 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.842, mIoU: 0.047
2023-07-24 14:17:17,928 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.635, mIoU: 0.041
2023-07-24 14:17:17,941 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.733, mIoU: 0.045
2023-07-24 14:17:17,956 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.696, mIoU: 0.042
2023-07-24 14:17:17,971 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.638, mIoU: 0.044
2023-07-24 14:17:17,984 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.651, mIoU: 0.078
2023-07-24 14:17:17,998 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.663, mIoU: 0.078
2023-07-24 14:17:18,013 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.681, mIoU: 0.101
2023-07-24 14:17:18,027 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.699, mIoU: 0.108
2023-07-24 14:17:18,041 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.715, mIoU: 0.109
2023-07-24 14:17:18,056 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.721, mIoU: 0.108
2023-07-24 14:17:18,071 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.740, mIoU: 0.108
2023-07-24 14:17:18,083 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.716, mIoU: 0.107
2023-07-24 14:17:18,098 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.729, mIoU: 0.107
2023-07-24 14:17:18,112 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.729, mIoU: 0.107
2023-07-24 14:17:18,125 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.742, mIoU: 0.107
2023-07-24 14:17:18,135 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.741, mIoU: 0.107
2023-07-24 14:17:18,149 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.741, mIoU: 0.107
2023-07-24 14:17:18,164 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.752, mIoU: 0.108
2023-07-24 14:17:18,181 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.758, mIoU: 0.138
2023-07-24 14:17:18,197 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.758, mIoU: 0.124
2023-07-24 14:17:18,213 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.765, mIoU: 0.122
2023-07-24 14:17:18,228 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.757, mIoU: 0.134
2023-07-24 14:17:18,245 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.760, mIoU: 0.130
2023-07-24 14:17:18,261 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.758, mIoU: 0.127
2023-07-24 14:17:18,276 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.760, mIoU: 0.127
2023-07-24 14:17:18,291 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.766, mIoU: 0.125
2023-07-24 14:17:18,303 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.772, mIoU: 0.126
2023-07-24 14:17:18,319 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.772, mIoU: 0.121
2023-07-24 14:17:18,335 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.780, mIoU: 0.122
2023-07-24 14:17:18,349 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.778, mIoU: 0.116
2023-07-24 14:17:18,365 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.782, mIoU: 0.118
2023-07-24 14:17:18,380 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.785, mIoU: 0.118
2023-07-24 14:17:18,396 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.789, mIoU: 0.118
2023-07-24 14:17:18,411 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.788, mIoU: 0.117
2023-07-24 14:17:18,426 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.789, mIoU: 0.119
2023-07-24 14:17:18,440 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.792, mIoU: 0.127
2023-07-24 14:17:18,453 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.795, mIoU: 0.127
2023-07-24 14:17:18,470 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.796, mIoU: 0.127
2023-07-24 14:17:18,483 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.797, mIoU: 0.127
2023-07-24 14:17:18,496 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.788, mIoU: 0.125
2023-07-24 14:17:18,511 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.793, mIoU: 0.125
2023-07-24 14:17:18,525 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.788, mIoU: 0.124
2023-07-24 14:17:18,538 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.789, mIoU: 0.124
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2023-07-24 14:17:18,568 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.791, mIoU: 0.123
2023-07-24 14:17:18,582 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.790, mIoU: 0.124
2023-07-24 14:17:18,595 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.782, mIoU: 0.121
2023-07-24 14:17:18,609 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.782, mIoU: 0.126
2023-07-24 14:17:18,626 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.782, mIoU: 0.126
2023-07-24 14:17:18,642 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.783, mIoU: 0.127
2023-07-24 14:17:18,658 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.787, mIoU: 0.127
2023-07-24 14:17:18,671 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.790, mIoU: 0.127
2023-07-24 14:17:18,687 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.788, mIoU: 0.126
2023-07-24 14:17:18,703 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.788, mIoU: 0.125
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2023-07-24 14:17:18,732 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.790, mIoU: 0.125
2023-07-24 14:17:18,749 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.794, mIoU: 0.124
2023-07-24 14:17:18,763 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.794, mIoU: 0.125
2023-07-24 14:17:18,779 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.784, mIoU: 0.146
2023-07-24 14:17:18,793 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.783, mIoU: 0.138
2023-07-24 14:17:18,809 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.786, mIoU: 0.138
2023-07-24 14:17:18,823 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.789, mIoU: 0.138
2023-07-24 14:17:18,842 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.785, mIoU: 0.139
2023-07-24 14:17:18,856 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.788, mIoU: 0.162
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2023-07-24 14:17:18,918 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.792, mIoU: 0.163
2023-07-24 14:17:18,934 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.789, mIoU: 0.162
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2023-07-24 14:17:18,964 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.791, mIoU: 0.163
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2023-07-24 14:17:19,011 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.789, mIoU: 0.162
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2023-07-24 14:17:19,052 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.788, mIoU: 0.159
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2023-07-24 14:17:19,097 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.780, mIoU: 0.162
2023-07-24 14:17:19,112 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.777, mIoU: 0.162
2023-07-24 14:17:19,127 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.774, mIoU: 0.159
2023-07-24 14:17:19,142 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.771, mIoU: 0.154
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2023-07-24 14:17:19,221 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.772, mIoU: 0.148
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2023-07-24 14:17:19,267 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.775, mIoU: 0.150
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2023-07-24 14:17:19,299 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.769, mIoU: 0.150
2023-07-24 14:17:19,315 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.767, mIoU: 0.150
2023-07-24 14:17:19,331 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.766, mIoU: 0.149
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2023-07-24 14:17:19,359 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.769, mIoU: 0.157
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2023-07-24 14:17:19,388 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.765, mIoU: 0.156
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2023-07-24 14:17:19,785 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.773, mIoU: 0.154
2023-07-24 14:17:19,794 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.772, mIoU: 0.154
2023-07-24 14:17:19,807 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.772, mIoU: 0.157
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2023-07-24 14:17:19,838 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.775, mIoU: 0.164
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2023-07-24 14:17:19,866 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.775, mIoU: 0.162
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2023-07-24 14:17:24,209 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.786, mIoU: 0.168
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2023-07-24 14:17:25,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.785, mIoU: 0.165
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2023-07-24 14:17:25,666 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.785, mIoU: 0.168
2023-07-24 14:17:25,680 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.785, mIoU: 0.168
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2023-07-24 14:17:27,098 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,112 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.782, mIoU: 0.162
2023-07-24 14:17:27,126 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.781, mIoU: 0.162
2023-07-24 14:17:27,141 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.781, mIoU: 0.161
2023-07-24 14:17:27,156 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.781, mIoU: 0.162
2023-07-24 14:17:27,174 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.781, mIoU: 0.163
2023-07-24 14:17:27,190 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.781, mIoU: 0.163
2023-07-24 14:17:27,206 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.781, mIoU: 0.164
2023-07-24 14:17:27,217 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.782, mIoU: 0.164
2023-07-24 14:17:27,230 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.782, mIoU: 0.164
2023-07-24 14:17:27,246 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.782, mIoU: 0.164
2023-07-24 14:17:27,260 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.782, mIoU: 0.164
2023-07-24 14:17:27,275 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.782, mIoU: 0.164
2023-07-24 14:17:27,288 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,302 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,318 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,335 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,350 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,366 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,379 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,394 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,407 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,421 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.784, mIoU: 0.164
2023-07-24 14:17:27,436 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.784, mIoU: 0.163
2023-07-24 14:17:27,452 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,466 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,481 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,496 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.783, mIoU: 0.163
2023-07-24 14:17:27,509 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.784, mIoU: 0.164
2023-07-24 14:17:27,524 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.784, mIoU: 0.163
2023-07-24 14:17:27,539 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.783, mIoU: 0.164
2023-07-24 14:17:27,552 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,566 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,580 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,596 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,612 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,626 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.784, mIoU: 0.166
2023-07-24 14:17:27,640 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.784, mIoU: 0.166
2023-07-24 14:17:27,657 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.784, mIoU: 0.166
2023-07-24 14:17:27,672 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,686 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,699 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,707 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,723 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,739 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.784, mIoU: 0.165
2023-07-24 14:17:27,754 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,770 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,786 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,800 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:27,816 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,831 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,844 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,859 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,873 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,888 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,903 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,916 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,929 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:27,941 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,955 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.785, mIoU: 0.166
2023-07-24 14:17:27,969 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.785, mIoU: 0.165
2023-07-24 14:17:27,982 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.785, mIoU: 0.165
2023-07-24 14:17:27,996 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.785, mIoU: 0.165
2023-07-24 14:17:28,011 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.784, mIoU: 0.167
2023-07-24 14:17:28,027 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.784, mIoU: 0.167
2023-07-24 14:17:28,040 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.784, mIoU: 0.167
2023-07-24 14:17:28,054 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,068 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,080 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,095 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,111 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,126 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.785, mIoU: 0.167
2023-07-24 14:17:28,142 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,157 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,172 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,186 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:28,201 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.786, mIoU: 0.166
2023-07-24 14:17:28,216 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,232 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.787, mIoU: 0.167
2023-07-24 14:17:28,248 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.787, mIoU: 0.167
2023-07-24 14:17:28,262 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,278 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,291 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,303 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,316 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,331 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,347 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.786, mIoU: 0.168
2023-07-24 14:17:28,360 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,373 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.786, mIoU: 0.168
2023-07-24 14:17:28,387 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,402 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.786, mIoU: 0.168
2023-07-24 14:17:28,418 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.786, mIoU: 0.168
2023-07-24 14:17:28,434 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,449 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,463 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,478 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,491 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,506 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,522 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,536 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.786, mIoU: 0.167
2023-07-24 14:17:28,553 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,566 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,583 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,599 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,612 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,625 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,640 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,656 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,671 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:28,686 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:28,699 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:28,712 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:28,726 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,739 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,754 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,770 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:28,783 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:28,798 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:28,811 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,827 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,842 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,855 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,868 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,884 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:28,899 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,912 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,928 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,943 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,957 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,970 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:28,985 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:29,001 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,018 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,031 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,045 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,058 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,074 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,087 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,100 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,115 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,130 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,143 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,158 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,173 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,189 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,204 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,217 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,230 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,245 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,259 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,272 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,285 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.787, mIoU: 0.168
2023-07-24 14:17:29,301 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:29,315 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:29,329 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:29,344 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:29,360 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:29,375 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:29,392 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,405 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,418 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,433 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,449 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,464 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,479 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,492 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,506 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,518 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,533 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,549 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,563 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:29,577 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:29,589 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:29,602 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.788, mIoU: 0.169
2023-07-24 14:17:29,617 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,633 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,646 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.788, mIoU: 0.170
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2023-07-24 14:17:29,677 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,693 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,707 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,723 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,736 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,752 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,768 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,782 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,798 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,814 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,829 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,844 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:29,859 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:29,874 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,890 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,904 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,919 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,934 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,947 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.788, mIoU: 0.170
2023-07-24 14:17:29,961 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,974 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:29,990 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:30,004 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.788, mIoU: 0.171
2023-07-24 14:17:30,020 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,035 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,047 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,061 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,078 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,093 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,107 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,122 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,137 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,150 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,165 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,181 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.787, mIoU: 0.169
2023-07-24 14:17:30,196 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,209 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,221 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,238 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,253 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,269 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,282 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,297 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.786, mIoU: 0.169
2023-07-24 14:17:30,313 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.786, mIoU: 0.169
2023-07-24 14:17:30,328 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.786, mIoU: 0.169
2023-07-24 14:17:30,343 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.786, mIoU: 0.169
2023-07-24 14:17:30,357 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,372 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,386 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,401 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,415 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,428 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,444 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,457 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.786, mIoU: 0.171
2023-07-24 14:17:30,472 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,487 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,502 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,517 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,532 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,547 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,561 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,577 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.786, mIoU: 0.170
2023-07-24 14:17:30,592 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,607 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,623 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,632 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,647 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,660 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,676 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.787, mIoU: 0.170
2023-07-24 14:17:30,691 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,707 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,721 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,736 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,751 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,766 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,782 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,798 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,811 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,827 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,843 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,858 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,872 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,887 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,902 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,918 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,931 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,946 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,962 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,975 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:30,989 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:31,004 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:31,017 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:31,031 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.787, mIoU: 0.171
2023-07-24 14:17:31,044 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.787, mIoU: 0.172
2023-07-24 14:17:31,058 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.787, mIoU: 0.172
2023-07-24 14:17:31,073 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,089 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,104 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,119 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,135 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,148 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,161 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,176 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,190 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,203 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,218 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,233 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,249 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,265 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,278 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,291 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,307 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,322 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,336 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,351 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,364 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,379 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,393 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,410 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,425 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,439 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,449 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,465 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,481 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,495 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,510 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,526 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,541 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,555 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.789, mIoU: 0.174
2023-07-24 14:17:31,571 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.790, mIoU: 0.174
2023-07-24 14:17:31,586 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,602 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,617 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,633 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,649 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,665 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,678 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,694 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,709 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.790, mIoU: 0.173
2023-07-24 14:17:31,723 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.789, mIoU: 0.173
2023-07-24 14:17:31,736 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.789, mIoU: 0.172
2023-07-24 14:17:31,751 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,767 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,782 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,789 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,803 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,816 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,828 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,840 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,855 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,869 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,885 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.788, mIoU: 0.172
2023-07-24 14:17:31,897 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,910 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,925 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.788, mIoU: 0.173
2023-07-24 14:17:31,936 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,952 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,966 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:31,981 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:31,997 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,012 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,027 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,039 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,052 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,068 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,083 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,098 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,113 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,127 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,137 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,149 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,162 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,173 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:17:32,188 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,201 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,216 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,232 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,247 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,261 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,277 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,292 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,307 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,323 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,338 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,353 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,368 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,384 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,397 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,411 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,426 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,439 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,456 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,469 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,484 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,500 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,518 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,534 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.788, mIoU: 0.174
2023-07-24 14:17:32,547 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.789, mIoU: 0.174
2023-07-24 14:17:32,563 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.789, mIoU: 0.174
2023-07-24 14:17:32,578 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.789, mIoU: 0.175
2023-07-24 14:17:32,593 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.789, mIoU: 0.175
2023-07-24 14:17:32,608 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.789, mIoU: 0.175
2023-07-24 14:17:32,621 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,634 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,649 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,664 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,679 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,694 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.789, mIoU: 0.176
2023-07-24 14:17:32,710 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.789, mIoU: 0.175
2023-07-24 14:17:32,726 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.789, mIoU: 0.175
2023-07-24 14:17:32,741 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,756 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,770 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,786 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,796 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,810 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,825 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.788, mIoU: 0.175
2023-07-24 14:17:32,837 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,852 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,867 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,882 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,898 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,914 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,929 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,944 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,957 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:32,973 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:32,986 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,001 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,016 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,029 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,044 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,057 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:33,072 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,087 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,103 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,118 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,134 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,147 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,160 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,176 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.787, mIoU: 0.175
2023-07-24 14:17:33,189 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:33,203 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.787, mIoU: 0.174
2023-07-24 14:17:33,219 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,234 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,249 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,262 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.787, mIoU: 0.177
2023-07-24 14:17:33,276 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,291 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,307 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,323 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,337 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,351 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,366 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,381 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,396 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,412 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,427 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,442 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,456 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,471 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,486 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:17:33,501 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,515 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,531 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,544 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,559 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,575 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,590 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,603 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:17:33,618 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,633 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,649 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,662 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,677 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,692 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,706 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,722 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,737 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,753 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,766 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,781 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,797 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.785, mIoU: 0.177
2023-07-24 14:17:33,810 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.785, mIoU: 0.177
2023-07-24 14:17:33,825 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.785, mIoU: 0.177
2023-07-24 14:17:33,838 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.785, mIoU: 0.177
2023-07-24 14:17:33,847 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,861 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,876 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,889 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.785, mIoU: 0.176
2023-07-24 14:17:33,905 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:33,920 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:33,934 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:33,947 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:33,963 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.785, mIoU: 0.175
2023-07-24 14:17:33,978 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:33,994 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,011 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.785, mIoU: 0.175
2023-07-24 14:17:34,026 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,043 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,058 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,071 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,087 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,102 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,117 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,130 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,142 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,157 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,172 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,187 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,201 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,214 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,229 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,242 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,255 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,270 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,285 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,299 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,314 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,327 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,342 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,358 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,374 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,389 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,403 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,419 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,433 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,447 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,459 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,475 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,490 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,505 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,521 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:17:34,531 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:17:34,544 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,560 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,576 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,588 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,603 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,618 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:17:34,633 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.783, mIoU: 0.174
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2023-07-24 14:17:34,660 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,674 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,687 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,701 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,714 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.784, mIoU: 0.174
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2023-07-24 14:17:34,773 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,788 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,802 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:17:34,817 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,832 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:17:34,845 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,860 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.784, mIoU: 0.176
2023-07-24 14:17:34,875 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.783, mIoU: 0.175
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2023-07-24 14:17:34,906 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.783, mIoU: 0.176
2023-07-24 14:17:34,919 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.783, mIoU: 0.176
2023-07-24 14:17:34,932 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.783, mIoU: 0.175
2023-07-24 14:17:34,947 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.783, mIoU: 0.175
2023-07-24 14:17:34,962 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.783, mIoU: 0.176
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2023-07-24 14:17:34,989 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.783, mIoU: 0.176
2023-07-24 14:17:35,004 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.783, mIoU: 0.176
2023-07-24 14:17:35,021 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.783, mIoU: 0.176
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2023-07-24 14:17:35,131 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.783, mIoU: 0.176
2023-07-24 14:17:35,146 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.782, mIoU: 0.176
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2023-07-24 14:17:35,281 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.782, mIoU: 0.176
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2023-07-24 14:17:35,326 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:35,341 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:35,354 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.781, mIoU: 0.175
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2023-07-24 14:17:35,380 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:35,395 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:35,411 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:35,426 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:35,438 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:35,470 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.780, mIoU: 0.174
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2023-07-24 14:17:35,536 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,552 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,567 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,583 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,596 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,609 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,625 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,639 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,655 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,668 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,684 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,697 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,710 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,725 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,740 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,755 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:35,770 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,786 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,799 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,814 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,829 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,843 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,858 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,871 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:35,884 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,900 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,915 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,930 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,943 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,956 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,971 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,986 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:35,999 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,012 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,027 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,042 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,057 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,072 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,086 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,102 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,115 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,130 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,145 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,158 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,173 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,188 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,203 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,217 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,232 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.780, mIoU: 0.172
2023-07-24 14:17:36,247 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,261 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,276 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,290 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:36,305 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,320 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,334 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,350 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,364 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,377 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,391 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,406 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,421 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,434 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,449 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,465 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,480 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,495 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,510 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,525 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,540 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,553 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,566 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,579 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,593 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,606 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,621 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,636 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,650 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:36,663 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,678 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,690 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,704 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,719 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,735 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.780, mIoU: 0.173
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2023-07-24 14:17:36,765 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,778 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,794 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,809 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.779, mIoU: 0.173
2023-07-24 14:17:36,822 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,838 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,853 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,869 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,882 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,897 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,913 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,927 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,942 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,955 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:36,970 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:36,984 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:36,999 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,014 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,027 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,042 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,057 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,072 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,087 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,102 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,117 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,133 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,143 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,158 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,171 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,184 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,201 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,216 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.780, mIoU: 0.173
2023-07-24 14:17:37,231 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,244 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,257 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,270 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,286 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,300 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.781, mIoU: 0.173
2023-07-24 14:17:37,315 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,330 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,343 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,358 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,374 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,387 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,401 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,417 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,430 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,446 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,458 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,474 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,489 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:37,533 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,546 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,561 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:17:37,576 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,590 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,604 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,617 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,632 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,647 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,663 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:37,691 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,708 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,724 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,739 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:37,790 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:37,803 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:38,003 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:38,180 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,195 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.781, mIoU: 0.174
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2023-07-24 14:17:38,238 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.780, mIoU: 0.173
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2023-07-24 14:17:38,312 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,325 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.780, mIoU: 0.174
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2023-07-24 14:17:38,399 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,415 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,430 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,443 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,459 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,473 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,488 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,504 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,520 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,536 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,551 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,566 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,577 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,592 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.780, mIoU: 0.174
2023-07-24 14:17:38,607 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,622 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,638 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:17:38,653 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,668 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,680 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,689 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,706 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,721 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,736 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.781, mIoU: 0.175
2023-07-24 14:17:38,749 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,763 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,778 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,791 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,806 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,821 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,834 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,849 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:17:38,863 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,878 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,894 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,909 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,922 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,937 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,952 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,967 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:17:38,983 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:17:38,996 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:17:39,010 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:17:39,026 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:17:39,043 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:17:55,878 semantic_segmentation INFO: Iters: 7210/150000 || Lr: 0.019133 || Task Loss: 1.4625 || KD Loss: 0.7894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:38 || Estimated Time: 2 days, 21:31:20
2023-07-24 14:18:13,167 semantic_segmentation INFO: Iters: 7220/150000 || Lr: 0.019132 || Task Loss: 1.1802 || KD Loss: 0.5058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:55 || Estimated Time: 2 days, 21:30:58
2023-07-24 14:18:30,464 semantic_segmentation INFO: Iters: 7230/150000 || Lr: 0.019130 || Task Loss: 0.9590 || KD Loss: 0.4131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:12 || Estimated Time: 2 days, 21:30:36
2023-07-24 14:18:47,783 semantic_segmentation INFO: Iters: 7240/150000 || Lr: 0.019129 || Task Loss: 2.1239 || KD Loss: 1.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:30 || Estimated Time: 2 days, 21:30:14
2023-07-24 14:19:05,617 semantic_segmentation INFO: Iters: 7250/150000 || Lr: 0.019128 || Task Loss: 1.5176 || KD Loss: 0.7314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:47 || Estimated Time: 2 days, 21:30:03
2023-07-24 14:19:22,902 semantic_segmentation INFO: Iters: 7260/150000 || Lr: 0.019127 || Task Loss: 1.3241 || KD Loss: 0.6846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:05 || Estimated Time: 2 days, 21:29:41
2023-07-24 14:19:40,112 semantic_segmentation INFO: Iters: 7270/150000 || Lr: 0.019126 || Task Loss: 1.1966 || KD Loss: 0.5189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:22 || Estimated Time: 2 days, 21:29:17
2023-07-24 14:19:57,396 semantic_segmentation INFO: Iters: 7280/150000 || Lr: 0.019124 || Task Loss: 1.2224 || KD Loss: 0.5750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:39 || Estimated Time: 2 days, 21:28:54
2023-07-24 14:20:14,598 semantic_segmentation INFO: Iters: 7290/150000 || Lr: 0.019123 || Task Loss: 1.5729 || KD Loss: 0.7301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:56 || Estimated Time: 2 days, 21:28:30
2023-07-24 14:20:32,012 semantic_segmentation INFO: Iters: 7300/150000 || Lr: 0.019122 || Task Loss: 0.8184 || KD Loss: 0.3614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:14 || Estimated Time: 2 days, 21:28:11
2023-07-24 14:20:49,156 semantic_segmentation INFO: Iters: 7310/150000 || Lr: 0.019121 || Task Loss: 1.4321 || KD Loss: 0.5510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:31 || Estimated Time: 2 days, 21:27:46
2023-07-24 14:21:06,455 semantic_segmentation INFO: Iters: 7320/150000 || Lr: 0.019120 || Task Loss: 0.9692 || KD Loss: 0.3959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:48 || Estimated Time: 2 days, 21:27:25
2023-07-24 14:21:23,824 semantic_segmentation INFO: Iters: 7330/150000 || Lr: 0.019118 || Task Loss: 1.3710 || KD Loss: 0.6643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:06 || Estimated Time: 2 days, 21:27:03
2023-07-24 14:21:41,060 semantic_segmentation INFO: Iters: 7340/150000 || Lr: 0.019117 || Task Loss: 1.2417 || KD Loss: 0.5631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:23 || Estimated Time: 2 days, 21:26:41
2023-07-24 14:21:58,374 semantic_segmentation INFO: Iters: 7350/150000 || Lr: 0.019116 || Task Loss: 1.2902 || KD Loss: 0.5432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:40 || Estimated Time: 2 days, 21:26:19
2023-07-24 14:22:15,675 semantic_segmentation INFO: Iters: 7360/150000 || Lr: 0.019115 || Task Loss: 1.3862 || KD Loss: 0.6093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:57 || Estimated Time: 2 days, 21:25:58
2023-07-24 14:22:32,954 semantic_segmentation INFO: Iters: 7370/150000 || Lr: 0.019114 || Task Loss: 1.1151 || KD Loss: 0.4422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:15 || Estimated Time: 2 days, 21:25:35
2023-07-24 14:22:50,498 semantic_segmentation INFO: Iters: 7380/150000 || Lr: 0.019112 || Task Loss: 1.4520 || KD Loss: 0.6165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:32 || Estimated Time: 2 days, 21:25:17
2023-07-24 14:23:07,628 semantic_segmentation INFO: Iters: 7390/150000 || Lr: 0.019111 || Task Loss: 1.3302 || KD Loss: 0.5269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:49 || Estimated Time: 2 days, 21:24:52
2023-07-24 14:23:24,873 semantic_segmentation INFO: Iters: 7400/150000 || Lr: 0.019110 || Task Loss: 2.0262 || KD Loss: 1.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:07 || Estimated Time: 2 days, 21:24:29
2023-07-24 14:23:42,201 semantic_segmentation INFO: Iters: 7410/150000 || Lr: 0.019109 || Task Loss: 1.7796 || KD Loss: 0.8329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:24 || Estimated Time: 2 days, 21:24:08
2023-07-24 14:23:59,472 semantic_segmentation INFO: Iters: 7420/150000 || Lr: 0.019107 || Task Loss: 1.0218 || KD Loss: 0.3383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:41 || Estimated Time: 2 days, 21:23:46
2023-07-24 14:24:17,106 semantic_segmentation INFO: Iters: 7430/150000 || Lr: 0.019106 || Task Loss: 1.3141 || KD Loss: 0.5035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:59 || Estimated Time: 2 days, 21:23:31
2023-07-24 14:24:34,291 semantic_segmentation INFO: Iters: 7440/150000 || Lr: 0.019105 || Task Loss: 1.1710 || KD Loss: 0.5207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:16 || Estimated Time: 2 days, 21:23:06
2023-07-24 14:24:51,865 semantic_segmentation INFO: Iters: 7450/150000 || Lr: 0.019104 || Task Loss: 1.6724 || KD Loss: 0.7749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:34 || Estimated Time: 2 days, 21:22:50
2023-07-24 14:25:09,353 semantic_segmentation INFO: Iters: 7460/150000 || Lr: 0.019103 || Task Loss: 1.8581 || KD Loss: 0.9597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:51 || Estimated Time: 2 days, 21:22:31
2023-07-24 14:25:26,625 semantic_segmentation INFO: Iters: 7470/150000 || Lr: 0.019101 || Task Loss: 1.2426 || KD Loss: 0.4937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:08 || Estimated Time: 2 days, 21:22:10
2023-07-24 14:25:43,750 semantic_segmentation INFO: Iters: 7480/150000 || Lr: 0.019100 || Task Loss: 1.2350 || KD Loss: 0.6161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:26 || Estimated Time: 2 days, 21:21:44
2023-07-24 14:26:01,351 semantic_segmentation INFO: Iters: 7490/150000 || Lr: 0.019099 || Task Loss: 0.7949 || KD Loss: 0.3032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:43 || Estimated Time: 2 days, 21:21:29
2023-07-24 14:26:18,745 semantic_segmentation INFO: Iters: 7500/150000 || Lr: 0.019098 || Task Loss: 1.3136 || KD Loss: 0.5888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:01 || Estimated Time: 2 days, 21:21:08
2023-07-24 14:26:36,142 semantic_segmentation INFO: Iters: 7510/150000 || Lr: 0.019097 || Task Loss: 1.5768 || KD Loss: 0.7133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:18 || Estimated Time: 2 days, 21:20:48
2023-07-24 14:26:53,556 semantic_segmentation INFO: Iters: 7520/150000 || Lr: 0.019095 || Task Loss: 1.0764 || KD Loss: 0.5182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:35 || Estimated Time: 2 days, 21:20:29
2023-07-24 14:27:10,778 semantic_segmentation INFO: Iters: 7530/150000 || Lr: 0.019094 || Task Loss: 1.8490 || KD Loss: 0.7954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:53 || Estimated Time: 2 days, 21:20:06
2023-07-24 14:27:27,987 semantic_segmentation INFO: Iters: 7540/150000 || Lr: 0.019093 || Task Loss: 1.9279 || KD Loss: 0.7792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:10 || Estimated Time: 2 days, 21:19:43
2023-07-24 14:27:45,386 semantic_segmentation INFO: Iters: 7550/150000 || Lr: 0.019092 || Task Loss: 1.5417 || KD Loss: 0.7842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2362|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:27 || Estimated Time: 2 days, 21:19:24
2023-07-24 14:28:02,692 semantic_segmentation INFO: Iters: 7560/150000 || Lr: 0.019091 || Task Loss: 1.4132 || KD Loss: 0.7614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:44 || Estimated Time: 2 days, 21:19:01
2023-07-24 14:28:20,016 semantic_segmentation INFO: Iters: 7570/150000 || Lr: 0.019089 || Task Loss: 1.2879 || KD Loss: 0.4787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:02 || Estimated Time: 2 days, 21:18:40
2023-07-24 14:28:37,755 semantic_segmentation INFO: Iters: 7580/150000 || Lr: 0.019088 || Task Loss: 1.1126 || KD Loss: 0.5300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:20 || Estimated Time: 2 days, 21:18:27
2023-07-24 14:28:55,315 semantic_segmentation INFO: Iters: 7590/150000 || Lr: 0.019087 || Task Loss: 1.1836 || KD Loss: 0.5573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:37 || Estimated Time: 2 days, 21:18:10
2023-07-24 14:29:12,520 semantic_segmentation INFO: Iters: 7600/150000 || Lr: 0.019086 || Task Loss: 1.3548 || KD Loss: 0.5957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:54 || Estimated Time: 2 days, 21:17:47
2023-07-24 14:29:29,846 semantic_segmentation INFO: Iters: 7610/150000 || Lr: 0.019085 || Task Loss: 1.6717 || KD Loss: 0.8775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:12 || Estimated Time: 2 days, 21:17:25
2023-07-24 14:29:47,154 semantic_segmentation INFO: Iters: 7620/150000 || Lr: 0.019083 || Task Loss: 1.2878 || KD Loss: 0.4482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:29 || Estimated Time: 2 days, 21:17:04
2023-07-24 14:30:04,483 semantic_segmentation INFO: Iters: 7630/150000 || Lr: 0.019082 || Task Loss: 1.0913 || KD Loss: 0.4958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:46 || Estimated Time: 2 days, 21:16:43
2023-07-24 14:30:21,751 semantic_segmentation INFO: Iters: 7640/150000 || Lr: 0.019081 || Task Loss: 1.3646 || KD Loss: 0.7086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:04 || Estimated Time: 2 days, 21:16:21
2023-07-24 14:30:39,033 semantic_segmentation INFO: Iters: 7650/150000 || Lr: 0.019080 || Task Loss: 2.0853 || KD Loss: 1.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:21 || Estimated Time: 2 days, 21:15:59
2023-07-24 14:30:56,358 semantic_segmentation INFO: Iters: 7660/150000 || Lr: 0.019079 || Task Loss: 1.3130 || KD Loss: 0.6116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:38 || Estimated Time: 2 days, 21:15:38
2023-07-24 14:31:13,616 semantic_segmentation INFO: Iters: 7670/150000 || Lr: 0.019077 || Task Loss: 1.0735 || KD Loss: 0.5393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:55 || Estimated Time: 2 days, 21:15:15
2023-07-24 14:31:30,877 semantic_segmentation INFO: Iters: 7680/150000 || Lr: 0.019076 || Task Loss: 1.1035 || KD Loss: 0.4956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:13 || Estimated Time: 2 days, 21:14:53
2023-07-24 14:31:47,984 semantic_segmentation INFO: Iters: 7690/150000 || Lr: 0.019075 || Task Loss: 1.0892 || KD Loss: 0.4484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:30 || Estimated Time: 2 days, 21:14:28
2023-07-24 14:32:05,509 semantic_segmentation INFO: Iters: 7700/150000 || Lr: 0.019074 || Task Loss: 1.1723 || KD Loss: 0.5307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:47 || Estimated Time: 2 days, 21:14:11
2023-07-24 14:32:22,769 semantic_segmentation INFO: Iters: 7710/150000 || Lr: 0.019072 || Task Loss: 1.1462 || KD Loss: 0.5546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:05 || Estimated Time: 2 days, 21:13:49
2023-07-24 14:32:40,085 semantic_segmentation INFO: Iters: 7720/150000 || Lr: 0.019071 || Task Loss: 1.2396 || KD Loss: 0.5144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:22 || Estimated Time: 2 days, 21:13:27
2023-07-24 14:32:57,628 semantic_segmentation INFO: Iters: 7730/150000 || Lr: 0.019070 || Task Loss: 2.1560 || KD Loss: 1.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:39 || Estimated Time: 2 days, 21:13:10
2023-07-24 14:33:14,776 semantic_segmentation INFO: Iters: 7740/150000 || Lr: 0.019069 || Task Loss: 1.1991 || KD Loss: 0.5376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:57 || Estimated Time: 2 days, 21:12:46
2023-07-24 14:33:31,979 semantic_segmentation INFO: Iters: 7750/150000 || Lr: 0.019068 || Task Loss: 1.0792 || KD Loss: 0.5077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:14 || Estimated Time: 2 days, 21:12:23
2023-07-24 14:33:49,601 semantic_segmentation INFO: Iters: 7760/150000 || Lr: 0.019066 || Task Loss: 1.2163 || KD Loss: 0.5880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:31 || Estimated Time: 2 days, 21:12:07
2023-07-24 14:34:06,925 semantic_segmentation INFO: Iters: 7770/150000 || Lr: 0.019065 || Task Loss: 1.7111 || KD Loss: 0.9496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:49 || Estimated Time: 2 days, 21:11:46
2023-07-24 14:34:24,595 semantic_segmentation INFO: Iters: 7780/150000 || Lr: 0.019064 || Task Loss: 1.1911 || KD Loss: 0.5973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:06 || Estimated Time: 2 days, 21:11:32
2023-07-24 14:34:41,714 semantic_segmentation INFO: Iters: 7790/150000 || Lr: 0.019063 || Task Loss: 1.7211 || KD Loss: 0.7206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:23 || Estimated Time: 2 days, 21:11:07
2023-07-24 14:34:59,247 semantic_segmentation INFO: Iters: 7800/150000 || Lr: 0.019062 || Task Loss: 1.1573 || KD Loss: 0.5578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:41 || Estimated Time: 2 days, 21:10:50
2023-07-24 14:35:16,562 semantic_segmentation INFO: Iters: 7810/150000 || Lr: 0.019060 || Task Loss: 1.6998 || KD Loss: 0.8839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:58 || Estimated Time: 2 days, 21:10:28
2023-07-24 14:35:33,866 semantic_segmentation INFO: Iters: 7820/150000 || Lr: 0.019059 || Task Loss: 1.6283 || KD Loss: 0.8537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:16 || Estimated Time: 2 days, 21:10:07
2023-07-24 14:35:51,184 semantic_segmentation INFO: Iters: 7830/150000 || Lr: 0.019058 || Task Loss: 1.6361 || KD Loss: 0.7719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:33 || Estimated Time: 2 days, 21:09:46
2023-07-24 14:36:08,479 semantic_segmentation INFO: Iters: 7840/150000 || Lr: 0.019057 || Task Loss: 1.5218 || KD Loss: 0.7835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:50 || Estimated Time: 2 days, 21:09:25
2023-07-24 14:36:25,783 semantic_segmentation INFO: Iters: 7850/150000 || Lr: 0.019056 || Task Loss: 1.1742 || KD Loss: 0.5800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:08 || Estimated Time: 2 days, 21:09:03
2023-07-24 14:36:42,988 semantic_segmentation INFO: Iters: 7860/150000 || Lr: 0.019054 || Task Loss: 1.2216 || KD Loss: 0.5760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:25 || Estimated Time: 2 days, 21:08:41
2023-07-24 14:37:00,259 semantic_segmentation INFO: Iters: 7870/150000 || Lr: 0.019053 || Task Loss: 1.9698 || KD Loss: 0.9353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:42 || Estimated Time: 2 days, 21:08:18
2023-07-24 14:37:17,556 semantic_segmentation INFO: Iters: 7880/150000 || Lr: 0.019052 || Task Loss: 1.3738 || KD Loss: 0.4668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:59 || Estimated Time: 2 days, 21:07:57
2023-07-24 14:37:34,776 semantic_segmentation INFO: Iters: 7890/150000 || Lr: 0.019051 || Task Loss: 1.5964 || KD Loss: 0.8592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:17 || Estimated Time: 2 days, 21:07:34
2023-07-24 14:37:51,995 semantic_segmentation INFO: Iters: 7900/150000 || Lr: 0.019050 || Task Loss: 1.4428 || KD Loss: 0.6629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:34 || Estimated Time: 2 days, 21:07:11
2023-07-24 14:38:09,388 semantic_segmentation INFO: Iters: 7910/150000 || Lr: 0.019048 || Task Loss: 1.0240 || KD Loss: 0.4554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:51 || Estimated Time: 2 days, 21:06:52
2023-07-24 14:38:26,599 semantic_segmentation INFO: Iters: 7920/150000 || Lr: 0.019047 || Task Loss: 1.5222 || KD Loss: 0.6439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:08 || Estimated Time: 2 days, 21:06:29
2023-07-24 14:38:44,016 semantic_segmentation INFO: Iters: 7930/150000 || Lr: 0.019046 || Task Loss: 1.6851 || KD Loss: 0.9537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:26 || Estimated Time: 2 days, 21:06:10
2023-07-24 14:39:01,302 semantic_segmentation INFO: Iters: 7940/150000 || Lr: 0.019045 || Task Loss: 0.9117 || KD Loss: 0.4513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:43 || Estimated Time: 2 days, 21:05:48
2023-07-24 14:39:19,331 semantic_segmentation INFO: Iters: 7950/150000 || Lr: 0.019044 || Task Loss: 0.9356 || KD Loss: 0.3679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:01 || Estimated Time: 2 days, 21:05:40
2023-07-24 14:39:36,637 semantic_segmentation INFO: Iters: 7960/150000 || Lr: 0.019042 || Task Loss: 1.3152 || KD Loss: 0.6788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:18 || Estimated Time: 2 days, 21:05:19
2023-07-24 14:39:54,099 semantic_segmentation INFO: Iters: 7970/150000 || Lr: 0.019041 || Task Loss: 0.9407 || KD Loss: 0.4897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:36 || Estimated Time: 2 days, 21:04:59
2023-07-24 14:40:11,261 semantic_segmentation INFO: Iters: 7980/150000 || Lr: 0.019040 || Task Loss: 1.0623 || KD Loss: 0.4061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:53 || Estimated Time: 2 days, 21:04:37
2023-07-24 14:40:28,447 semantic_segmentation INFO: Iters: 7990/150000 || Lr: 0.019039 || Task Loss: 1.3199 || KD Loss: 0.6947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:10 || Estimated Time: 2 days, 21:04:13
2023-07-24 14:40:45,742 semantic_segmentation INFO: Iters: 8000/150000 || Lr: 0.019038 || Task Loss: 0.9302 || KD Loss: 0.4835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:28 || Estimated Time: 2 days, 21:03:52
2023-07-24 14:40:45,858 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 14:40:46,237 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.861, mIoU: 0.060
2023-07-24 14:40:46,276 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.646, mIoU: 0.050
2023-07-24 14:40:46,288 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.740, mIoU: 0.054
2023-07-24 14:40:46,303 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.729, mIoU: 0.064
2023-07-24 14:40:46,316 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.663, mIoU: 0.060
2023-07-24 14:40:46,329 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.674, mIoU: 0.090
2023-07-24 14:40:46,343 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.682, mIoU: 0.091
2023-07-24 14:40:46,358 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.619, mIoU: 0.095
2023-07-24 14:40:46,371 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.650, mIoU: 0.124
2023-07-24 14:40:46,387 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.674, mIoU: 0.132
2023-07-24 14:40:46,402 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.686, mIoU: 0.140
2023-07-24 14:40:46,417 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.710, mIoU: 0.133
2023-07-24 14:40:46,431 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.688, mIoU: 0.132
2023-07-24 14:40:46,445 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.703, mIoU: 0.132
2023-07-24 14:40:46,460 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.704, mIoU: 0.131
2023-07-24 14:40:46,472 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.718, mIoU: 0.132
2023-07-24 14:40:46,483 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.718, mIoU: 0.130
2023-07-24 14:40:46,496 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.720, mIoU: 0.129
2023-07-24 14:40:46,510 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.731, mIoU: 0.127
2023-07-24 14:40:46,526 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.742, mIoU: 0.170
2023-07-24 14:40:46,541 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.743, mIoU: 0.158
2023-07-24 14:40:46,558 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.750, mIoU: 0.155
2023-07-24 14:40:46,574 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.743, mIoU: 0.182
2023-07-24 14:40:46,591 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.751, mIoU: 0.187
2023-07-24 14:40:46,608 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.747, mIoU: 0.176
2023-07-24 14:40:46,623 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.750, mIoU: 0.175
2023-07-24 14:40:46,638 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.756, mIoU: 0.172
2023-07-24 14:40:46,651 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.762, mIoU: 0.172
2023-07-24 14:40:46,667 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.761, mIoU: 0.165
2023-07-24 14:40:46,683 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.770, mIoU: 0.166
2023-07-24 14:40:46,697 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.768, mIoU: 0.158
2023-07-24 14:40:46,713 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.769, mIoU: 0.162
2023-07-24 14:40:46,729 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.773, mIoU: 0.161
2023-07-24 14:40:46,745 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.777, mIoU: 0.161
2023-07-24 14:40:46,760 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.776, mIoU: 0.167
2023-07-24 14:40:46,776 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.776, mIoU: 0.169
2023-07-24 14:40:46,789 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.780, mIoU: 0.170
2023-07-24 14:40:46,802 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.784, mIoU: 0.171
2023-07-24 14:40:46,820 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.783, mIoU: 0.168
2023-07-24 14:40:46,834 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.784, mIoU: 0.168
2023-07-24 14:40:46,847 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.777, mIoU: 0.176
2023-07-24 14:40:46,862 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.782, mIoU: 0.176
2023-07-24 14:40:46,876 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.781, mIoU: 0.177
2023-07-24 14:40:46,890 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:46,905 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.781, mIoU: 0.178
2023-07-24 14:40:46,920 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:46,934 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:46,946 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.775, mIoU: 0.175
2023-07-24 14:40:46,961 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.777, mIoU: 0.180
2023-07-24 14:40:46,979 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.778, mIoU: 0.180
2023-07-24 14:40:46,996 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.780, mIoU: 0.182
2023-07-24 14:40:47,012 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.784, mIoU: 0.182
2023-07-24 14:40:47,026 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.787, mIoU: 0.182
2023-07-24 14:40:47,043 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.785, mIoU: 0.181
2023-07-24 14:40:47,058 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.785, mIoU: 0.178
2023-07-24 14:40:47,072 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.785, mIoU: 0.178
2023-07-24 14:40:47,088 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.787, mIoU: 0.179
2023-07-24 14:40:47,105 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.791, mIoU: 0.178
2023-07-24 14:40:47,119 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.789, mIoU: 0.170
2023-07-24 14:40:47,135 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.781, mIoU: 0.182
2023-07-24 14:40:47,148 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:40:47,164 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.784, mIoU: 0.186
2023-07-24 14:40:47,177 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:47,195 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.784, mIoU: 0.185
2023-07-24 14:40:47,209 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.785, mIoU: 0.188
2023-07-24 14:40:47,225 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.786, mIoU: 0.189
2023-07-24 14:40:47,240 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:40:47,253 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:47,269 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.790, mIoU: 0.192
2023-07-24 14:40:47,284 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:40:47,300 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:40:47,313 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.790, mIoU: 0.194
2023-07-24 14:40:47,329 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.790, mIoU: 0.194
2023-07-24 14:40:47,344 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.792, mIoU: 0.194
2023-07-24 14:40:47,358 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.787, mIoU: 0.188
2023-07-24 14:40:47,374 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:40:47,389 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:47,399 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:47,415 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.788, mIoU: 0.192
2023-07-24 14:40:47,432 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.788, mIoU: 0.194
2023-07-24 14:40:47,446 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.779, mIoU: 0.176
2023-07-24 14:40:47,461 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.777, mIoU: 0.174
2023-07-24 14:40:47,477 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.776, mIoU: 0.174
2023-07-24 14:40:47,493 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.774, mIoU: 0.170
2023-07-24 14:40:47,509 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.774, mIoU: 0.167
2023-07-24 14:40:47,525 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.774, mIoU: 0.166
2023-07-24 14:40:47,541 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.775, mIoU: 0.165
2023-07-24 14:40:47,556 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.776, mIoU: 0.164
2023-07-24 14:40:47,572 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.775, mIoU: 0.164
2023-07-24 14:40:47,585 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.772, mIoU: 0.162
2023-07-24 14:40:47,601 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.773, mIoU: 0.163
2023-07-24 14:40:47,617 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.775, mIoU: 0.165
2023-07-24 14:40:47,633 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.773, mIoU: 0.164
2023-07-24 14:40:47,648 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.769, mIoU: 0.164
2023-07-24 14:40:47,664 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.768, mIoU: 0.164
2023-07-24 14:40:47,679 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.767, mIoU: 0.163
2023-07-24 14:40:47,692 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.768, mIoU: 0.163
2023-07-24 14:40:47,706 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.769, mIoU: 0.167
2023-07-24 14:40:47,721 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.769, mIoU: 0.166
2023-07-24 14:40:47,735 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.766, mIoU: 0.166
2023-07-24 14:40:47,750 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.767, mIoU: 0.166
2023-07-24 14:40:47,764 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.768, mIoU: 0.166
2023-07-24 14:40:47,778 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.770, mIoU: 0.166
2023-07-24 14:40:47,793 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.769, mIoU: 0.166
2023-07-24 14:40:47,808 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.767, mIoU: 0.163
2023-07-24 14:40:47,821 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.769, mIoU: 0.172
2023-07-24 14:40:47,837 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.768, mIoU: 0.172
2023-07-24 14:40:47,852 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.769, mIoU: 0.172
2023-07-24 14:40:47,866 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.768, mIoU: 0.171
2023-07-24 14:40:47,879 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.769, mIoU: 0.170
2023-07-24 14:40:47,892 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.769, mIoU: 0.172
2023-07-24 14:40:47,906 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.769, mIoU: 0.170
2023-07-24 14:40:47,921 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.770, mIoU: 0.170
2023-07-24 14:40:47,937 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.771, mIoU: 0.170
2023-07-24 14:40:47,952 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.769, mIoU: 0.170
2023-07-24 14:40:47,966 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.769, mIoU: 0.170
2023-07-24 14:40:47,979 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.769, mIoU: 0.170
2023-07-24 14:40:47,995 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.770, mIoU: 0.171
2023-07-24 14:40:48,008 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.771, mIoU: 0.171
2023-07-24 14:40:48,023 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.771, mIoU: 0.170
2023-07-24 14:40:48,039 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.773, mIoU: 0.170
2023-07-24 14:40:48,053 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.774, mIoU: 0.170
2023-07-24 14:40:48,066 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.775, mIoU: 0.170
2023-07-24 14:40:48,082 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.775, mIoU: 0.169
2023-07-24 14:40:48,098 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.776, mIoU: 0.169
2023-07-24 14:40:48,107 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.775, mIoU: 0.168
2023-07-24 14:40:48,119 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.776, mIoU: 0.168
2023-07-24 14:40:48,135 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.772, mIoU: 0.167
2023-07-24 14:40:48,144 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.771, mIoU: 0.167
2023-07-24 14:40:48,158 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.771, mIoU: 0.167
2023-07-24 14:40:48,174 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.773, mIoU: 0.167
2023-07-24 14:40:48,190 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.774, mIoU: 0.171
2023-07-24 14:40:48,205 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.774, mIoU: 0.170
2023-07-24 14:40:48,223 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.775, mIoU: 0.170
2023-07-24 14:40:48,237 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.775, mIoU: 0.178
2023-07-24 14:40:48,250 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.776, mIoU: 0.177
2023-07-24 14:40:48,267 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.774, mIoU: 0.177
2023-07-24 14:40:48,281 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.775, mIoU: 0.177
2023-07-24 14:40:48,296 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.775, mIoU: 0.176
2023-07-24 14:40:48,310 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.776, mIoU: 0.176
2023-07-24 14:40:48,326 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.776, mIoU: 0.176
2023-07-24 14:40:48,342 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.778, mIoU: 0.176
2023-07-24 14:40:48,357 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.778, mIoU: 0.176
2023-07-24 14:40:48,374 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.777, mIoU: 0.173
2023-07-24 14:40:48,389 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.777, mIoU: 0.173
2023-07-24 14:40:48,404 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.776, mIoU: 0.172
2023-07-24 14:40:48,419 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.776, mIoU: 0.172
2023-07-24 14:40:48,434 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.775, mIoU: 0.171
2023-07-24 14:40:48,445 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.773, mIoU: 0.171
2023-07-24 14:40:48,460 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.774, mIoU: 0.174
2023-07-24 14:40:48,475 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.774, mIoU: 0.174
2023-07-24 14:40:48,489 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.774, mIoU: 0.175
2023-07-24 14:40:48,503 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.775, mIoU: 0.175
2023-07-24 14:40:48,517 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.776, mIoU: 0.175
2023-07-24 14:40:48,530 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.776, mIoU: 0.175
2023-07-24 14:40:48,545 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.775, mIoU: 0.174
2023-07-24 14:40:48,560 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.775, mIoU: 0.174
2023-07-24 14:40:48,576 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.776, mIoU: 0.176
2023-07-24 14:40:48,592 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.776, mIoU: 0.176
2023-07-24 14:40:48,608 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.775, mIoU: 0.176
2023-07-24 14:40:48,624 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.777, mIoU: 0.176
2023-07-24 14:40:48,639 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.778, mIoU: 0.176
2023-07-24 14:40:48,653 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.778, mIoU: 0.176
2023-07-24 14:40:48,669 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.780, mIoU: 0.176
2023-07-24 14:40:48,682 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.780, mIoU: 0.176
2023-07-24 14:40:48,696 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.778, mIoU: 0.174
2023-07-24 14:40:48,709 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.777, mIoU: 0.177
2023-07-24 14:40:48,724 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.778, mIoU: 0.177
2023-07-24 14:40:48,740 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.777, mIoU: 0.176
2023-07-24 14:40:48,755 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.777, mIoU: 0.174
2023-07-24 14:40:48,771 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.776, mIoU: 0.174
2023-07-24 14:40:48,786 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.776, mIoU: 0.175
2023-07-24 14:40:48,801 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.776, mIoU: 0.174
2023-07-24 14:40:48,816 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.777, mIoU: 0.174
2023-07-24 14:40:48,832 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.777, mIoU: 0.174
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2023-07-24 14:40:51,799 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.780, mIoU: 0.175
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2023-07-24 14:40:51,922 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.783, mIoU: 0.175
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2023-07-24 14:40:51,964 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.784, mIoU: 0.175
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2023-07-24 14:40:52,109 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.783, mIoU: 0.175
2023-07-24 14:40:52,125 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.784, mIoU: 0.175
2023-07-24 14:40:52,140 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.784, mIoU: 0.175
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2023-07-24 14:40:52,184 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.785, mIoU: 0.176
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2023-07-24 14:40:52,214 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:40:52,229 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.786, mIoU: 0.176
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2023-07-24 14:40:52,289 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:40:52,304 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:40:52,320 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.788, mIoU: 0.177
2023-07-24 14:40:52,333 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.787, mIoU: 0.177
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2023-07-24 14:40:52,374 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.787, mIoU: 0.178
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2023-07-24 14:40:52,415 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.788, mIoU: 0.181
2023-07-24 14:40:52,430 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.788, mIoU: 0.178
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2023-07-24 14:40:52,489 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.788, mIoU: 0.178
2023-07-24 14:40:52,504 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.788, mIoU: 0.178
2023-07-24 14:40:52,518 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.788, mIoU: 0.178
2023-07-24 14:40:52,534 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.787, mIoU: 0.178
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2023-07-24 14:40:52,564 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.787, mIoU: 0.177
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2023-07-24 14:40:52,682 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:40:52,698 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:40:52,712 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.788, mIoU: 0.177
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2023-07-24 14:40:52,775 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.788, mIoU: 0.176
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2023-07-24 14:40:52,806 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.788, mIoU: 0.177
2023-07-24 14:40:52,820 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.788, mIoU: 0.177
2023-07-24 14:40:52,835 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:40:52,849 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.787, mIoU: 0.176
2023-07-24 14:40:52,862 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.788, mIoU: 0.176
2023-07-24 14:40:52,878 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:40:52,894 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.786, mIoU: 0.173
2023-07-24 14:40:52,909 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.786, mIoU: 0.173
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2023-07-24 14:40:53,117 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.787, mIoU: 0.176
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2023-07-24 14:40:53,205 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.787, mIoU: 0.177
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2023-07-24 14:40:53,249 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.786, mIoU: 0.176
2023-07-24 14:40:53,264 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,280 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,293 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,309 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.785, mIoU: 0.174
2023-07-24 14:40:53,320 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.785, mIoU: 0.174
2023-07-24 14:40:53,335 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,350 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,365 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,380 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.785, mIoU: 0.173
2023-07-24 14:40:53,395 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.785, mIoU: 0.174
2023-07-24 14:40:53,405 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.785, mIoU: 0.174
2023-07-24 14:40:53,419 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.786, mIoU: 0.175
2023-07-24 14:40:53,434 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.786, mIoU: 0.177
2023-07-24 14:40:53,450 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.786, mIoU: 0.176
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2023-07-24 14:40:53,490 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.786, mIoU: 0.178
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2023-07-24 14:40:53,548 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.786, mIoU: 0.179
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2023-07-24 14:40:53,609 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.787, mIoU: 0.180
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2023-07-24 14:40:53,638 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.787, mIoU: 0.180
2023-07-24 14:40:53,655 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.787, mIoU: 0.181
2023-07-24 14:40:53,669 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.787, mIoU: 0.181
2023-07-24 14:40:53,685 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.787, mIoU: 0.180
2023-07-24 14:40:53,701 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.787, mIoU: 0.180
2023-07-24 14:40:53,716 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.787, mIoU: 0.179
2023-07-24 14:40:53,732 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.787, mIoU: 0.179
2023-07-24 14:40:53,746 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.786, mIoU: 0.179
2023-07-24 14:40:53,758 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.786, mIoU: 0.180
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2023-07-24 14:40:53,788 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.786, mIoU: 0.180
2023-07-24 14:40:53,802 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.787, mIoU: 0.180
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2023-07-24 14:40:53,832 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.786, mIoU: 0.180
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2023-07-24 14:40:53,862 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.786, mIoU: 0.179
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2023-07-24 14:40:53,904 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.786, mIoU: 0.179
2023-07-24 14:40:53,919 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.786, mIoU: 0.180
2023-07-24 14:40:53,934 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.785, mIoU: 0.181
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2023-07-24 14:40:53,979 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.786, mIoU: 0.181
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2023-07-24 14:40:54,009 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.785, mIoU: 0.180
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2023-07-24 14:40:54,036 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.784, mIoU: 0.181
2023-07-24 14:40:54,052 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.784, mIoU: 0.181
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2023-07-24 14:40:54,137 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.784, mIoU: 0.178
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2023-07-24 14:40:54,472 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.783, mIoU: 0.176
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2023-07-24 14:40:54,647 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.783, mIoU: 0.175
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2023-07-24 14:40:54,675 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,689 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,702 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,717 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,732 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,747 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,761 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,773 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,787 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,802 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,818 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,833 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,848 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.782, mIoU: 0.175
2023-07-24 14:40:54,863 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.781, mIoU: 0.174
2023-07-24 14:40:54,877 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,892 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,908 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,921 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,936 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,952 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:54,967 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.782, mIoU: 0.174
2023-07-24 14:40:54,982 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:54,998 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,010 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,025 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,041 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,055 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,071 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,086 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.783, mIoU: 0.174
2023-07-24 14:40:55,098 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,114 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,129 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,144 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,158 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,173 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,188 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,204 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.784, mIoU: 0.173
2023-07-24 14:40:55,219 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.784, mIoU: 0.173
2023-07-24 14:40:55,235 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.784, mIoU: 0.172
2023-07-24 14:40:55,250 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.784, mIoU: 0.172
2023-07-24 14:40:55,265 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.784, mIoU: 0.172
2023-07-24 14:40:55,281 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.784, mIoU: 0.172
2023-07-24 14:40:55,297 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,310 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.784, mIoU: 0.174
2023-07-24 14:40:55,325 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:40:55,340 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:40:55,355 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:40:55,368 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.783, mIoU: 0.173
2023-07-24 14:40:55,384 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.782, mIoU: 0.172
2023-07-24 14:40:55,398 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.783, mIoU: 0.172
2023-07-24 14:40:55,414 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.783, mIoU: 0.172
2023-07-24 14:40:55,429 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.783, mIoU: 0.171
2023-07-24 14:40:55,445 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.783, mIoU: 0.171
2023-07-24 14:40:55,461 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.782, mIoU: 0.171
2023-07-24 14:40:55,476 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.783, mIoU: 0.172
2023-07-24 14:40:55,491 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.782, mIoU: 0.171
2023-07-24 14:40:55,506 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.782, mIoU: 0.171
2023-07-24 14:40:55,520 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.781, mIoU: 0.177
2023-07-24 14:40:55,535 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:40:55,550 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.781, mIoU: 0.177
2023-07-24 14:40:55,569 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.781, mIoU: 0.176
2023-07-24 14:40:55,584 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.781, mIoU: 0.177
2023-07-24 14:40:55,600 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.781, mIoU: 0.178
2023-07-24 14:40:55,610 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.781, mIoU: 0.178
2023-07-24 14:40:55,624 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.781, mIoU: 0.178
2023-07-24 14:40:55,639 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.782, mIoU: 0.178
2023-07-24 14:40:55,652 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.782, mIoU: 0.178
2023-07-24 14:40:55,667 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.782, mIoU: 0.178
2023-07-24 14:40:55,681 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.782, mIoU: 0.177
2023-07-24 14:40:55,694 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.782, mIoU: 0.177
2023-07-24 14:40:55,709 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.782, mIoU: 0.177
2023-07-24 14:40:55,726 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,742 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,758 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.782, mIoU: 0.178
2023-07-24 14:40:55,771 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.782, mIoU: 0.178
2023-07-24 14:40:55,786 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,800 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,814 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,829 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,845 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,860 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,875 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,890 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,904 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,919 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,934 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,947 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,960 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.783, mIoU: 0.177
2023-07-24 14:40:55,975 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:55,992 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:56,007 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.783, mIoU: 0.178
2023-07-24 14:40:56,021 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.784, mIoU: 0.179
2023-07-24 14:40:56,036 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.784, mIoU: 0.179
2023-07-24 14:40:56,052 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.784, mIoU: 0.179
2023-07-24 14:40:56,068 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.784, mIoU: 0.179
2023-07-24 14:40:56,081 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.784, mIoU: 0.179
2023-07-24 14:40:56,095 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.784, mIoU: 0.180
2023-07-24 14:40:56,102 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.784, mIoU: 0.180
2023-07-24 14:40:56,118 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.785, mIoU: 0.179
2023-07-24 14:40:56,134 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.785, mIoU: 0.181
2023-07-24 14:40:56,149 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.785, mIoU: 0.181
2023-07-24 14:40:56,165 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,181 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,196 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,212 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:56,228 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:56,241 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:56,256 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:56,270 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,285 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,300 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,313 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,326 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,339 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.786, mIoU: 0.181
2023-07-24 14:40:56,353 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,366 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,380 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.785, mIoU: 0.181
2023-07-24 14:40:56,394 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.785, mIoU: 0.182
2023-07-24 14:40:56,408 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.785, mIoU: 0.183
2023-07-24 14:40:56,425 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.785, mIoU: 0.183
2023-07-24 14:40:56,437 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.785, mIoU: 0.183
2023-07-24 14:40:56,451 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:56,465 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:56,476 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:56,492 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:56,507 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:56,522 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:56,537 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:56,552 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:56,567 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:56,581 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:56,597 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.788, mIoU: 0.183
2023-07-24 14:40:56,612 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,629 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,645 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,661 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:56,677 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:56,690 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,703 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,716 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,731 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,747 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,761 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,774 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,789 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,803 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:56,819 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:56,835 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,850 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,864 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,879 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,893 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:56,907 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,923 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,938 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:56,955 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,968 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:56,985 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,001 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,015 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,029 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,046 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,062 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,078 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,093 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,108 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,122 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,137 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:40:57,150 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:40:57,166 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:40:57,183 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:57,196 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:57,212 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:40:57,225 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,240 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,255 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,268 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,281 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,296 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:40:57,311 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.788, mIoU: 0.185
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2023-07-24 14:40:57,339 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,354 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,368 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,381 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.789, mIoU: 0.185
2023-07-24 14:40:57,396 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,412 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,429 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,443 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,458 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,471 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,488 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,501 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,515 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.788, mIoU: 0.184
2023-07-24 14:40:57,531 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,546 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,560 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,576 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,592 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,608 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:57,624 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,637 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,649 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,664 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:57,677 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,690 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,704 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,719 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,732 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.786, mIoU: 0.185
2023-07-24 14:40:57,745 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.786, mIoU: 0.185
2023-07-24 14:40:57,760 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,775 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,790 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,806 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,819 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,833 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:57,848 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.788, mIoU: 0.185
2023-07-24 14:40:57,863 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,879 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,894 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,908 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,921 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,932 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,948 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,964 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:57,979 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:57,993 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,005 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,018 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,034 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,049 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,063 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,078 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.788, mIoU: 0.183
2023-07-24 14:40:58,092 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.788, mIoU: 0.184
2023-07-24 14:40:58,107 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,121 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,136 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,150 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,165 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,181 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.788, mIoU: 0.184
2023-07-24 14:40:58,194 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,210 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,225 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,240 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,256 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,271 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,286 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,302 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.788, mIoU: 0.184
2023-07-24 14:40:58,316 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,331 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,346 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,359 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,373 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.787, mIoU: 0.183
2023-07-24 14:40:58,386 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,402 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.787, mIoU: 0.184
2023-07-24 14:40:58,416 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,432 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,447 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,459 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,473 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,490 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,505 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.786, mIoU: 0.183
2023-07-24 14:40:58,518 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,534 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,548 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,561 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,576 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,591 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.786, mIoU: 0.182
2023-07-24 14:40:58,606 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.786, mIoU: 0.184
2023-07-24 14:40:58,619 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.786, mIoU: 0.184
2023-07-24 14:40:58,631 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.786, mIoU: 0.185
2023-07-24 14:40:58,648 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.786, mIoU: 0.185
2023-07-24 14:40:58,663 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.786, mIoU: 0.184
2023-07-24 14:40:58,679 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.786, mIoU: 0.184
2023-07-24 14:40:58,692 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.786, mIoU: 0.184
2023-07-24 14:40:58,708 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.786, mIoU: 0.185
2023-07-24 14:40:58,723 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,739 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,755 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,768 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,784 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,798 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:58,813 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,828 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,842 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,858 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,871 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,887 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,903 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,918 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,933 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,948 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,963 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,977 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:58,993 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:59,008 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:59,023 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:59,039 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.786, mIoU: 0.187
2023-07-24 14:40:59,049 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:59,063 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,077 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:59,092 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:59,108 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.786, mIoU: 0.186
2023-07-24 14:40:59,124 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,137 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.786, mIoU: 0.186
2023-07-24 14:40:59,153 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,168 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.786, mIoU: 0.186
2023-07-24 14:40:59,183 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,199 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,216 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,229 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:59,245 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.787, mIoU: 0.187
2023-07-24 14:40:59,260 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,275 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,289 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,304 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,319 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,334 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.786, mIoU: 0.186
2023-07-24 14:40:59,347 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.786, mIoU: 0.186
2023-07-24 14:40:59,362 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,377 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,390 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,404 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,419 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,432 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:59,447 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.787, mIoU: 0.185
2023-07-24 14:40:59,460 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,475 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,490 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,505 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.787, mIoU: 0.186
2023-07-24 14:40:59,521 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,536 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,552 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,565 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,578 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,594 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,607 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,620 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,636 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,651 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,666 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,682 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,696 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,709 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,725 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,740 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,754 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:40:59,769 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,782 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,797 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:40:59,811 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,827 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,842 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,857 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,867 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,883 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,899 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,913 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,928 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,943 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,958 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,972 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:40:59,987 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,003 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,018 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,033 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,048 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,065 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,080 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,094 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,109 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,123 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,138 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.790, mIoU: 0.187
2023-07-24 14:41:00,150 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,165 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:41:00,180 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,195 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,202 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,215 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:41:00,228 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:41:00,240 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:41:00,252 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:41:00,267 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 14:41:00,281 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:41:00,296 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.789, mIoU: 0.186
2023-07-24 14:41:00,308 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,321 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,336 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.789, mIoU: 0.187
2023-07-24 14:41:00,347 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,362 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,375 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:00,390 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:00,405 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:00,420 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,435 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.789, mIoU: 0.188
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2023-07-24 14:41:00,459 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,474 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,489 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,505 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,520 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,533 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,543 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,555 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,568 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,580 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,595 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,608 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,624 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,639 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,655 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,670 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,687 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:00,702 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,717 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,733 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,748 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,762 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,778 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,794 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,807 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,821 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,836 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,849 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,866 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:00,879 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,894 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,909 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:00,927 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:00,943 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:00,956 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:00,972 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.790, mIoU: 0.188
2023-07-24 14:41:00,987 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,002 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,017 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,030 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,043 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,058 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,073 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.790, mIoU: 0.190
2023-07-24 14:41:01,088 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.790, mIoU: 0.190
2023-07-24 14:41:01,103 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,118 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,134 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,149 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,164 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,177 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.790, mIoU: 0.189
2023-07-24 14:41:01,193 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:01,203 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:01,216 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:01,231 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:01,243 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.789, mIoU: 0.189
2023-07-24 14:41:01,258 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:01,273 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.789, mIoU: 0.188
2023-07-24 14:41:01,288 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,304 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,319 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,335 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,350 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:41:01,362 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,378 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,391 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,406 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,421 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,435 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,450 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.788, mIoU: 0.187
2023-07-24 14:41:01,463 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.788, mIoU: 0.187
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2023-07-24 14:41:01,493 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.788, mIoU: 0.188
2023-07-24 14:41:01,509 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.788, mIoU: 0.188
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2023-07-24 14:41:01,564 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:01,580 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:01,593 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,606 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,621 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:01,636 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:01,651 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,664 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,677 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.788, mIoU: 0.189
2023-07-24 14:41:01,693 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,709 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,725 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,739 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,752 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,768 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,783 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,799 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,815 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,830 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.788, mIoU: 0.190
2023-07-24 14:41:01,845 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:41:01,860 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:41:01,876 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:41:01,892 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.788, mIoU: 0.191
2023-07-24 14:41:01,907 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.788, mIoU: 0.191
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2023-07-24 14:41:01,936 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.787, mIoU: 0.191
2023-07-24 14:41:01,949 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.787, mIoU: 0.191
2023-07-24 14:41:01,964 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.787, mIoU: 0.191
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2023-07-24 14:41:02,094 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.787, mIoU: 0.191
2023-07-24 14:41:02,108 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.786, mIoU: 0.190
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2023-07-24 14:41:02,140 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.787, mIoU: 0.191
2023-07-24 14:41:02,155 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.786, mIoU: 0.190
2023-07-24 14:41:02,169 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.786, mIoU: 0.190
2023-07-24 14:41:02,184 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.787, mIoU: 0.191
2023-07-24 14:41:02,201 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.787, mIoU: 0.192
2023-07-24 14:41:02,215 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.787, mIoU: 0.192
2023-07-24 14:41:02,230 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.787, mIoU: 0.192
2023-07-24 14:41:02,243 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.786, mIoU: 0.192
2023-07-24 14:41:02,252 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.786, mIoU: 0.192
2023-07-24 14:41:02,268 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.786, mIoU: 0.192
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2023-07-24 14:41:02,312 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:02,328 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:02,341 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.785, mIoU: 0.190
2023-07-24 14:41:02,354 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.786, mIoU: 0.190
2023-07-24 14:41:02,370 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.786, mIoU: 0.190
2023-07-24 14:41:02,385 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.785, mIoU: 0.190
2023-07-24 14:41:02,400 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,417 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,432 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.785, mIoU: 0.189
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2023-07-24 14:41:02,464 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.785, mIoU: 0.190
2023-07-24 14:41:02,477 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,493 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,507 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,522 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,535 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.785, mIoU: 0.189
2023-07-24 14:41:02,548 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.784, mIoU: 0.189
2023-07-24 14:41:02,563 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.784, mIoU: 0.189
2023-07-24 14:41:02,578 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.784, mIoU: 0.189
2023-07-24 14:41:02,593 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.785, mIoU: 0.189
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2023-07-24 14:41:02,753 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.785, mIoU: 0.189
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2023-07-24 14:41:03,111 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,123 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.786, mIoU: 0.191
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2023-07-24 14:41:03,152 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,167 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,182 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,197 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,211 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,226 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,241 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,253 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,269 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,284 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,299 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.786, mIoU: 0.191
2023-07-24 14:41:03,314 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.786, mIoU: 0.192
2023-07-24 14:41:03,327 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.786, mIoU: 0.192
2023-07-24 14:41:03,340 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,354 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,369 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,383 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,397 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,412 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,428 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,442 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,453 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,467 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,483 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,498 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,513 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.785, mIoU: 0.192
2023-07-24 14:41:03,526 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,541 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,555 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,569 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:03,584 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:03,600 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,615 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,631 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,647 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,663 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,677 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:03,693 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:03,706 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.785, mIoU: 0.191
2023-07-24 14:41:03,721 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:03,737 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,753 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,766 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,781 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,793 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,807 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,823 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,838 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:03,851 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,866 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,882 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,897 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,908 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,923 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,938 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,949 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:03,964 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,980 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:03,995 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,008 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:04,021 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:04,036 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,051 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,066 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,080 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,096 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,110 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,124 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:04,139 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:04,155 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,170 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:04,185 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,202 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,216 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:04,233 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,247 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,262 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,277 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,290 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,303 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,320 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,335 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,350 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,364 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,377 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,392 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,408 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,421 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,435 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,450 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,466 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,481 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,496 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,511 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,527 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,541 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,555 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,570 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,584 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,599 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,614 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,629 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,644 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:04,659 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:04,674 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,689 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,703 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,718 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,733 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,748 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,763 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,779 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,794 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,808 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,821 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,837 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,853 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,866 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,881 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,897 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,912 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,927 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,942 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,958 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,973 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:04,986 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:04,999 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,012 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,026 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,039 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,054 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,069 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,082 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,095 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,110 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,121 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,135 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,150 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,166 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,181 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,197 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,211 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,227 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,242 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,256 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,272 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,289 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,305 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,319 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,335 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,351 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,366 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,382 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:05,395 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,410 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,425 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,440 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,455 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:05,467 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:05,482 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.782, mIoU: 0.189
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2023-07-24 14:41:05,541 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.782, mIoU: 0.189
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2023-07-24 14:41:05,571 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.782, mIoU: 0.189
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2023-07-24 14:41:05,596 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,610 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,624 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.782, mIoU: 0.190
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2023-07-24 14:41:05,673 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.782, mIoU: 0.189
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2023-07-24 14:41:05,730 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,745 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.782, mIoU: 0.189
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2023-07-24 14:41:05,820 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:05,833 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:05,847 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:05,862 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:05,875 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:05,890 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:05,901 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.783, mIoU: 0.189
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2023-07-24 14:41:05,987 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,002 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,019 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,034 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,048 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,062 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,077 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,093 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,109 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,123 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,139 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,156 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,173 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,189 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,204 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,212 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:06,226 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:06,239 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:06,252 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.782, mIoU: 0.188
2023-07-24 14:41:06,267 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.782, mIoU: 0.189
2023-07-24 14:41:06,282 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,296 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,312 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,327 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,341 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,357 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,369 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,384 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,400 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,415 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,430 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,445 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,462 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,475 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,489 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,504 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,519 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,532 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,545 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,560 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,575 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,589 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,604 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.783, mIoU: 0.188
2023-07-24 14:41:06,618 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,634 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,649 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,663 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,678 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,692 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,708 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,724 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,740 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,755 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:06,769 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,785 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,800 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.782, mIoU: 0.190
2023-07-24 14:41:06,816 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,831 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,846 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,862 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,877 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,890 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,905 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,919 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,934 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,948 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,963 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,979 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:06,994 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,008 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,018 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,034 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,047 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,063 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:07,079 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,094 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,110 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,122 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,132 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,150 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.783, mIoU: 0.190
2023-07-24 14:41:07,165 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,181 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,195 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,211 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,226 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,239 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,255 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,269 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:07,283 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.784, mIoU: 0.191
2023-07-24 14:41:07,298 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,311 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,326 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,340 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,355 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,367 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,382 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,396 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,410 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.784, mIoU: 0.190
2023-07-24 14:41:07,426 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:07,439 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:07,454 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:07,469 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:07,486 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.783, mIoU: 0.189
2023-07-24 14:41:24,534 semantic_segmentation INFO: Iters: 8010/150000 || Lr: 0.019036 || Task Loss: 1.3106 || KD Loss: 0.6894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:06 || Estimated Time: 2 days, 21:09:52
2023-07-24 14:41:42,005 semantic_segmentation INFO: Iters: 8020/150000 || Lr: 0.019035 || Task Loss: 1.1826 || KD Loss: 0.5557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:24 || Estimated Time: 2 days, 21:09:33
2023-07-24 14:41:59,357 semantic_segmentation INFO: Iters: 8030/150000 || Lr: 0.019034 || Task Loss: 1.1937 || KD Loss: 0.5761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:41 || Estimated Time: 2 days, 21:09:12
2023-07-24 14:42:17,000 semantic_segmentation INFO: Iters: 8040/150000 || Lr: 0.019033 || Task Loss: 1.2245 || KD Loss: 0.5568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:59 || Estimated Time: 2 days, 21:08:58
2023-07-24 14:42:34,830 semantic_segmentation INFO: Iters: 8050/150000 || Lr: 0.019031 || Task Loss: 1.5472 || KD Loss: 0.6876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:17 || Estimated Time: 2 days, 21:08:45
2023-07-24 14:42:52,017 semantic_segmentation INFO: Iters: 8060/150000 || Lr: 0.019030 || Task Loss: 1.3777 || KD Loss: 0.6771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:34 || Estimated Time: 2 days, 21:08:22
2023-07-24 14:43:09,501 semantic_segmentation INFO: Iters: 8070/150000 || Lr: 0.019029 || Task Loss: 1.4873 || KD Loss: 0.7859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:51 || Estimated Time: 2 days, 21:08:03
2023-07-24 14:43:27,038 semantic_segmentation INFO: Iters: 8080/150000 || Lr: 0.019028 || Task Loss: 1.0562 || KD Loss: 0.5058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:09 || Estimated Time: 2 days, 21:07:45
2023-07-24 14:43:44,132 semantic_segmentation INFO: Iters: 8090/150000 || Lr: 0.019027 || Task Loss: 1.1946 || KD Loss: 0.6175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:26 || Estimated Time: 2 days, 21:07:20
2023-07-24 14:44:01,441 semantic_segmentation INFO: Iters: 8100/150000 || Lr: 0.019025 || Task Loss: 1.1534 || KD Loss: 0.5595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:43 || Estimated Time: 2 days, 21:06:59
2023-07-24 14:44:18,759 semantic_segmentation INFO: Iters: 8110/150000 || Lr: 0.019024 || Task Loss: 1.3847 || KD Loss: 0.5790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:01 || Estimated Time: 2 days, 21:06:37
2023-07-24 14:44:36,159 semantic_segmentation INFO: Iters: 8120/150000 || Lr: 0.019023 || Task Loss: 1.4952 || KD Loss: 0.7047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:18 || Estimated Time: 2 days, 21:06:17
2023-07-24 14:44:53,506 semantic_segmentation INFO: Iters: 8130/150000 || Lr: 0.019022 || Task Loss: 1.4952 || KD Loss: 0.7700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:35 || Estimated Time: 2 days, 21:05:56
2023-07-24 14:45:10,791 semantic_segmentation INFO: Iters: 8140/150000 || Lr: 0.019021 || Task Loss: 1.2446 || KD Loss: 0.4848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:53 || Estimated Time: 2 days, 21:05:34
2023-07-24 14:45:28,083 semantic_segmentation INFO: Iters: 8150/150000 || Lr: 0.019019 || Task Loss: 2.1572 || KD Loss: 1.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:10 || Estimated Time: 2 days, 21:05:12
2023-07-24 14:45:45,767 semantic_segmentation INFO: Iters: 8160/150000 || Lr: 0.019018 || Task Loss: 1.3330 || KD Loss: 0.7169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:28 || Estimated Time: 2 days, 21:04:57
2023-07-24 14:46:02,895 semantic_segmentation INFO: Iters: 8170/150000 || Lr: 0.019017 || Task Loss: 1.6117 || KD Loss: 0.7793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:45 || Estimated Time: 2 days, 21:04:34
2023-07-24 14:46:20,713 semantic_segmentation INFO: Iters: 8180/150000 || Lr: 0.019016 || Task Loss: 1.1449 || KD Loss: 0.5183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:02 || Estimated Time: 2 days, 21:04:20
2023-07-24 14:46:37,731 semantic_segmentation INFO: Iters: 8190/150000 || Lr: 0.019015 || Task Loss: 1.2603 || KD Loss: 0.5295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:20 || Estimated Time: 2 days, 21:03:54
2023-07-24 14:46:55,097 semantic_segmentation INFO: Iters: 8200/150000 || Lr: 0.019013 || Task Loss: 1.2804 || KD Loss: 0.4836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:37 || Estimated Time: 2 days, 21:03:33
2023-07-24 14:47:12,695 semantic_segmentation INFO: Iters: 8210/150000 || Lr: 0.019012 || Task Loss: 1.5367 || KD Loss: 0.5993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:54 || Estimated Time: 2 days, 21:03:17
2023-07-24 14:47:30,554 semantic_segmentation INFO: Iters: 8220/150000 || Lr: 0.019011 || Task Loss: 1.6553 || KD Loss: 0.7313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:12 || Estimated Time: 2 days, 21:03:06
2023-07-24 14:47:47,977 semantic_segmentation INFO: Iters: 8230/150000 || Lr: 0.019010 || Task Loss: 1.0905 || KD Loss: 0.4804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:30 || Estimated Time: 2 days, 21:02:46
2023-07-24 14:48:05,334 semantic_segmentation INFO: Iters: 8240/150000 || Lr: 0.019009 || Task Loss: 1.3237 || KD Loss: 0.5667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:47 || Estimated Time: 2 days, 21:02:25
2023-07-24 14:48:22,830 semantic_segmentation INFO: Iters: 8250/150000 || Lr: 0.019007 || Task Loss: 1.6529 || KD Loss: 0.7943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:05 || Estimated Time: 2 days, 21:02:07
2023-07-24 14:48:40,199 semantic_segmentation INFO: Iters: 8260/150000 || Lr: 0.019006 || Task Loss: 1.2132 || KD Loss: 0.6139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:22 || Estimated Time: 2 days, 21:01:47
2023-07-24 14:48:57,943 semantic_segmentation INFO: Iters: 8270/150000 || Lr: 0.019005 || Task Loss: 1.2236 || KD Loss: 0.5215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:40 || Estimated Time: 2 days, 21:01:31
2023-07-24 14:49:15,461 semantic_segmentation INFO: Iters: 8280/150000 || Lr: 0.019004 || Task Loss: 1.2309 || KD Loss: 0.5730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:57 || Estimated Time: 2 days, 21:01:14
2023-07-24 14:49:32,506 semantic_segmentation INFO: Iters: 8290/150000 || Lr: 0.019003 || Task Loss: 1.3533 || KD Loss: 0.6519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:14 || Estimated Time: 2 days, 21:00:49
2023-07-24 14:49:49,811 semantic_segmentation INFO: Iters: 8300/150000 || Lr: 0.019001 || Task Loss: 1.4218 || KD Loss: 0.6833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:32 || Estimated Time: 2 days, 21:00:27
2023-07-24 14:50:07,184 semantic_segmentation INFO: Iters: 8310/150000 || Lr: 0.019000 || Task Loss: 1.2943 || KD Loss: 0.5659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:49 || Estimated Time: 2 days, 21:00:07
2023-07-24 14:50:24,817 semantic_segmentation INFO: Iters: 8320/150000 || Lr: 0.018999 || Task Loss: 1.0304 || KD Loss: 0.4974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:07 || Estimated Time: 2 days, 20:59:51
2023-07-24 14:50:42,627 semantic_segmentation INFO: Iters: 8330/150000 || Lr: 0.018998 || Task Loss: 1.0924 || KD Loss: 0.6278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:24 || Estimated Time: 2 days, 20:59:38
2023-07-24 14:51:00,169 semantic_segmentation INFO: Iters: 8340/150000 || Lr: 0.018996 || Task Loss: 1.2890 || KD Loss: 0.6389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:42 || Estimated Time: 2 days, 20:59:21
2023-07-24 14:51:17,465 semantic_segmentation INFO: Iters: 8350/150000 || Lr: 0.018995 || Task Loss: 1.0562 || KD Loss: 0.4902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:59 || Estimated Time: 2 days, 20:59:01
2023-07-24 14:51:35,154 semantic_segmentation INFO: Iters: 8360/150000 || Lr: 0.018994 || Task Loss: 1.3117 || KD Loss: 0.6161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:17 || Estimated Time: 2 days, 20:58:45
2023-07-24 14:51:52,462 semantic_segmentation INFO: Iters: 8370/150000 || Lr: 0.018993 || Task Loss: 0.9686 || KD Loss: 0.4437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:34 || Estimated Time: 2 days, 20:58:23
2023-07-24 14:52:09,696 semantic_segmentation INFO: Iters: 8380/150000 || Lr: 0.018992 || Task Loss: 1.1127 || KD Loss: 0.5080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:51 || Estimated Time: 2 days, 20:58:02
2023-07-24 14:52:27,089 semantic_segmentation INFO: Iters: 8390/150000 || Lr: 0.018990 || Task Loss: 1.3291 || KD Loss: 0.6926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:09 || Estimated Time: 2 days, 20:57:41
2023-07-24 14:52:44,310 semantic_segmentation INFO: Iters: 8400/150000 || Lr: 0.018989 || Task Loss: 1.1266 || KD Loss: 0.5317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:26 || Estimated Time: 2 days, 20:57:18
2023-07-24 14:53:01,587 semantic_segmentation INFO: Iters: 8410/150000 || Lr: 0.018988 || Task Loss: 1.1314 || KD Loss: 0.4783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:43 || Estimated Time: 2 days, 20:56:57
2023-07-24 14:53:19,126 semantic_segmentation INFO: Iters: 8420/150000 || Lr: 0.018987 || Task Loss: 1.3090 || KD Loss: 0.6565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:01 || Estimated Time: 2 days, 20:56:40
2023-07-24 14:53:36,721 semantic_segmentation INFO: Iters: 8430/150000 || Lr: 0.018986 || Task Loss: 1.3374 || KD Loss: 0.5428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:19 || Estimated Time: 2 days, 20:56:23
2023-07-24 14:53:53,928 semantic_segmentation INFO: Iters: 8440/150000 || Lr: 0.018984 || Task Loss: 1.1625 || KD Loss: 0.5072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:36 || Estimated Time: 2 days, 20:56:00
2023-07-24 14:54:11,166 semantic_segmentation INFO: Iters: 8450/150000 || Lr: 0.018983 || Task Loss: 1.4307 || KD Loss: 0.7080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:53 || Estimated Time: 2 days, 20:55:38
2023-07-24 14:54:28,650 semantic_segmentation INFO: Iters: 8460/150000 || Lr: 0.018982 || Task Loss: 1.4313 || KD Loss: 0.6400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:10 || Estimated Time: 2 days, 20:55:19
2023-07-24 14:54:45,959 semantic_segmentation INFO: Iters: 8470/150000 || Lr: 0.018981 || Task Loss: 1.6388 || KD Loss: 0.8625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:28 || Estimated Time: 2 days, 20:54:58
2023-07-24 14:55:03,335 semantic_segmentation INFO: Iters: 8480/150000 || Lr: 0.018980 || Task Loss: 1.8916 || KD Loss: 0.9283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:45 || Estimated Time: 2 days, 20:54:38
2023-07-24 14:55:20,567 semantic_segmentation INFO: Iters: 8490/150000 || Lr: 0.018978 || Task Loss: 1.7000 || KD Loss: 0.8559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:02 || Estimated Time: 2 days, 20:54:15
2023-07-24 14:55:37,848 semantic_segmentation INFO: Iters: 8500/150000 || Lr: 0.018977 || Task Loss: 1.0857 || KD Loss: 0.5297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:20 || Estimated Time: 2 days, 20:53:54
2023-07-24 14:55:55,143 semantic_segmentation INFO: Iters: 8510/150000 || Lr: 0.018976 || Task Loss: 1.1096 || KD Loss: 0.4170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:37 || Estimated Time: 2 days, 20:53:32
2023-07-24 14:56:12,738 semantic_segmentation INFO: Iters: 8520/150000 || Lr: 0.018975 || Task Loss: 1.6566 || KD Loss: 0.8332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:55 || Estimated Time: 2 days, 20:53:16
2023-07-24 14:56:29,858 semantic_segmentation INFO: Iters: 8530/150000 || Lr: 0.018974 || Task Loss: 1.3505 || KD Loss: 0.4689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:12 || Estimated Time: 2 days, 20:52:51
2023-07-24 14:56:47,065 semantic_segmentation INFO: Iters: 8540/150000 || Lr: 0.018972 || Task Loss: 1.1457 || KD Loss: 0.4238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:29 || Estimated Time: 2 days, 20:52:29
2023-07-24 14:57:04,283 semantic_segmentation INFO: Iters: 8550/150000 || Lr: 0.018971 || Task Loss: 1.2791 || KD Loss: 0.6478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:46 || Estimated Time: 2 days, 20:52:06
2023-07-24 14:57:21,525 semantic_segmentation INFO: Iters: 8560/150000 || Lr: 0.018970 || Task Loss: 1.3938 || KD Loss: 0.6421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:03 || Estimated Time: 2 days, 20:51:44
2023-07-24 14:57:38,788 semantic_segmentation INFO: Iters: 8570/150000 || Lr: 0.018969 || Task Loss: 1.1602 || KD Loss: 0.5452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:21 || Estimated Time: 2 days, 20:51:22
2023-07-24 14:57:56,016 semantic_segmentation INFO: Iters: 8580/150000 || Lr: 0.018968 || Task Loss: 1.1384 || KD Loss: 0.4997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:38 || Estimated Time: 2 days, 20:51:00
2023-07-24 14:58:13,310 semantic_segmentation INFO: Iters: 8590/150000 || Lr: 0.018966 || Task Loss: 1.1289 || KD Loss: 0.5304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:55 || Estimated Time: 2 days, 20:50:38
2023-07-24 14:58:30,593 semantic_segmentation INFO: Iters: 8600/150000 || Lr: 0.018965 || Task Loss: 1.7561 || KD Loss: 0.8448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:12 || Estimated Time: 2 days, 20:50:16
2023-07-24 14:58:48,001 semantic_segmentation INFO: Iters: 8610/150000 || Lr: 0.018964 || Task Loss: 1.5621 || KD Loss: 0.7437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:30 || Estimated Time: 2 days, 20:49:57
2023-07-24 14:59:05,223 semantic_segmentation INFO: Iters: 8620/150000 || Lr: 0.018963 || Task Loss: 1.3049 || KD Loss: 0.6343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:47 || Estimated Time: 2 days, 20:49:34
2023-07-24 14:59:22,903 semantic_segmentation INFO: Iters: 8630/150000 || Lr: 0.018961 || Task Loss: 0.9652 || KD Loss: 0.3703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:05 || Estimated Time: 2 days, 20:49:19
2023-07-24 14:59:40,312 semantic_segmentation INFO: Iters: 8640/150000 || Lr: 0.018960 || Task Loss: 1.1131 || KD Loss: 0.3956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:22 || Estimated Time: 2 days, 20:49:00
2023-07-24 14:59:57,646 semantic_segmentation INFO: Iters: 8650/150000 || Lr: 0.018959 || Task Loss: 1.4408 || KD Loss: 0.7094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:39 || Estimated Time: 2 days, 20:48:39
2023-07-24 15:00:14,861 semantic_segmentation INFO: Iters: 8660/150000 || Lr: 0.018958 || Task Loss: 1.0710 || KD Loss: 0.4266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:57 || Estimated Time: 2 days, 20:48:18
2023-07-24 15:00:32,111 semantic_segmentation INFO: Iters: 8670/150000 || Lr: 0.018957 || Task Loss: 1.0120 || KD Loss: 0.4600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:14 || Estimated Time: 2 days, 20:47:55
2023-07-24 15:00:49,450 semantic_segmentation INFO: Iters: 8680/150000 || Lr: 0.018955 || Task Loss: 1.4965 || KD Loss: 0.8318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:31 || Estimated Time: 2 days, 20:47:34
2023-07-24 15:01:06,472 semantic_segmentation INFO: Iters: 8690/150000 || Lr: 0.018954 || Task Loss: 1.7637 || KD Loss: 0.8633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:48 || Estimated Time: 2 days, 20:47:09
2023-07-24 15:01:24,058 semantic_segmentation INFO: Iters: 8700/150000 || Lr: 0.018953 || Task Loss: 0.8922 || KD Loss: 0.3870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:06 || Estimated Time: 2 days, 20:46:52
2023-07-24 15:01:41,293 semantic_segmentation INFO: Iters: 8710/150000 || Lr: 0.018952 || Task Loss: 1.1043 || KD Loss: 0.4848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:23 || Estimated Time: 2 days, 20:46:30
2023-07-24 15:01:58,773 semantic_segmentation INFO: Iters: 8720/150000 || Lr: 0.018951 || Task Loss: 1.7226 || KD Loss: 0.7035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:41 || Estimated Time: 2 days, 20:46:12
2023-07-24 15:02:15,990 semantic_segmentation INFO: Iters: 8730/150000 || Lr: 0.018949 || Task Loss: 1.6468 || KD Loss: 0.9683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:58 || Estimated Time: 2 days, 20:45:49
2023-07-24 15:02:33,812 semantic_segmentation INFO: Iters: 8740/150000 || Lr: 0.018948 || Task Loss: 1.7090 || KD Loss: 0.8870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:16 || Estimated Time: 2 days, 20:45:37
2023-07-24 15:02:50,897 semantic_segmentation INFO: Iters: 8750/150000 || Lr: 0.018947 || Task Loss: 1.1526 || KD Loss: 0.4905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:33 || Estimated Time: 2 days, 20:45:12
2023-07-24 15:03:08,092 semantic_segmentation INFO: Iters: 8760/150000 || Lr: 0.018946 || Task Loss: 1.0497 || KD Loss: 0.4796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:50 || Estimated Time: 2 days, 20:44:49
2023-07-24 15:03:25,322 semantic_segmentation INFO: Iters: 8770/150000 || Lr: 0.018945 || Task Loss: 1.2897 || KD Loss: 0.6130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:07 || Estimated Time: 2 days, 20:44:27
2023-07-24 15:03:42,530 semantic_segmentation INFO: Iters: 8780/150000 || Lr: 0.018943 || Task Loss: 1.2202 || KD Loss: 0.5462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:24 || Estimated Time: 2 days, 20:44:04
2023-07-24 15:03:59,939 semantic_segmentation INFO: Iters: 8790/150000 || Lr: 0.018942 || Task Loss: 1.0051 || KD Loss: 0.3816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:42 || Estimated Time: 2 days, 20:43:46
2023-07-24 15:04:17,138 semantic_segmentation INFO: Iters: 8800/150000 || Lr: 0.018941 || Task Loss: 1.8159 || KD Loss: 0.9634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:59 || Estimated Time: 2 days, 20:43:23
2023-07-24 15:04:17,261 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:04:17,659 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.920, mIoU: 0.081
2023-07-24 15:04:17,675 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.864, mIoU: 0.113
2023-07-24 15:04:17,687 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.887, mIoU: 0.114
2023-07-24 15:04:17,701 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.904, mIoU: 0.115
2023-07-24 15:04:17,714 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.828, mIoU: 0.145
2023-07-24 15:04:17,726 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.829, mIoU: 0.184
2023-07-24 15:04:17,740 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.821, mIoU: 0.200
2023-07-24 15:04:17,754 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.836, mIoU: 0.224
2023-07-24 15:04:17,766 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.838, mIoU: 0.235
2023-07-24 15:04:17,780 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.842, mIoU: 0.236
2023-07-24 15:04:17,793 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.838, mIoU: 0.235
2023-07-24 15:04:17,808 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.841, mIoU: 0.221
2023-07-24 15:04:17,820 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.810, mIoU: 0.219
2023-07-24 15:04:17,835 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.808, mIoU: 0.210
2023-07-24 15:04:17,849 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.804, mIoU: 0.213
2023-07-24 15:04:17,862 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.813, mIoU: 0.211
2023-07-24 15:04:17,873 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.816, mIoU: 0.210
2023-07-24 15:04:17,885 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.817, mIoU: 0.208
2023-07-24 15:04:17,900 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.822, mIoU: 0.208
2023-07-24 15:04:17,916 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.827, mIoU: 0.252
2023-07-24 15:04:17,930 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.823, mIoU: 0.234
2023-07-24 15:04:17,945 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.824, mIoU: 0.227
2023-07-24 15:04:17,959 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.818, mIoU: 0.258
2023-07-24 15:04:17,975 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.819, mIoU: 0.256
2023-07-24 15:04:17,991 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 15:04:18,004 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.812, mIoU: 0.247
2023-07-24 15:04:18,019 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.815, mIoU: 0.241
2023-07-24 15:04:18,030 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.819, mIoU: 0.241
2023-07-24 15:04:18,046 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.818, mIoU: 0.234
2023-07-24 15:04:18,060 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.824, mIoU: 0.234
2023-07-24 15:04:18,074 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.821, mIoU: 0.227
2023-07-24 15:04:18,090 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.825, mIoU: 0.230
2023-07-24 15:04:18,104 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.827, mIoU: 0.230
2023-07-24 15:04:18,119 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.828, mIoU: 0.227
2023-07-24 15:04:18,134 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.828, mIoU: 0.233
2023-07-24 15:04:18,149 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.830, mIoU: 0.234
2023-07-24 15:04:18,161 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.833, mIoU: 0.238
2023-07-24 15:04:18,174 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.836, mIoU: 0.248
2023-07-24 15:04:18,190 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.834, mIoU: 0.246
2023-07-24 15:04:18,202 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.834, mIoU: 0.244
2023-07-24 15:04:18,216 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.828, mIoU: 0.257
2023-07-24 15:04:18,231 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.832, mIoU: 0.257
2023-07-24 15:04:18,245 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.830, mIoU: 0.257
2023-07-24 15:04:18,259 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.830, mIoU: 0.256
2023-07-24 15:04:18,274 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.829, mIoU: 0.259
2023-07-24 15:04:18,289 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.830, mIoU: 0.259
2023-07-24 15:04:18,303 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.829, mIoU: 0.258
2023-07-24 15:04:18,315 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.822, mIoU: 0.258
2023-07-24 15:04:18,329 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.822, mIoU: 0.257
2023-07-24 15:04:18,345 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.823, mIoU: 0.258
2023-07-24 15:04:18,361 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.823, mIoU: 0.259
2023-07-24 15:04:18,377 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.826, mIoU: 0.259
2023-07-24 15:04:18,390 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.828, mIoU: 0.258
2023-07-24 15:04:18,406 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.826, mIoU: 0.253
2023-07-24 15:04:18,421 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.826, mIoU: 0.252
2023-07-24 15:04:18,434 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.824, mIoU: 0.245
2023-07-24 15:04:18,450 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.824, mIoU: 0.245
2023-07-24 15:04:18,467 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.828, mIoU: 0.243
2023-07-24 15:04:18,480 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.829, mIoU: 0.247
2023-07-24 15:04:18,496 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.818, mIoU: 0.248
2023-07-24 15:04:18,509 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.815, mIoU: 0.247
2023-07-24 15:04:18,524 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.817, mIoU: 0.245
2023-07-24 15:04:18,537 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.820, mIoU: 0.244
2023-07-24 15:04:18,555 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.816, mIoU: 0.248
2023-07-24 15:04:18,568 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.819, mIoU: 0.270
2023-07-24 15:04:18,584 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.820, mIoU: 0.270
2023-07-24 15:04:18,599 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.822, mIoU: 0.269
2023-07-24 15:04:18,612 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.821, mIoU: 0.271
2023-07-24 15:04:18,627 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.823, mIoU: 0.272
2023-07-24 15:04:18,643 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.819, mIoU: 0.271
2023-07-24 15:04:18,660 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.819, mIoU: 0.271
2023-07-24 15:04:18,673 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.821, mIoU: 0.272
2023-07-24 15:04:18,689 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.820, mIoU: 0.272
2023-07-24 15:04:18,705 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.823, mIoU: 0.272
2023-07-24 15:04:18,720 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.820, mIoU: 0.275
2023-07-24 15:04:18,736 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.823, mIoU: 0.275
2023-07-24 15:04:18,751 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.818, mIoU: 0.270
2023-07-24 15:04:18,761 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.815, mIoU: 0.268
2023-07-24 15:04:18,777 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 15:04:18,793 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 15:04:18,807 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.806, mIoU: 0.274
2023-07-24 15:04:18,823 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.806, mIoU: 0.273
2023-07-24 15:04:18,838 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.803, mIoU: 0.270
2023-07-24 15:04:18,853 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.801, mIoU: 0.265
2023-07-24 15:04:18,870 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.800, mIoU: 0.260
2023-07-24 15:04:18,885 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.800, mIoU: 0.260
2023-07-24 15:04:18,901 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.801, mIoU: 0.260
2023-07-24 15:04:18,916 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.801, mIoU: 0.259
2023-07-24 15:04:18,932 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.800, mIoU: 0.258
2023-07-24 15:04:18,945 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.798, mIoU: 0.256
2023-07-24 15:04:18,961 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.798, mIoU: 0.260
2023-07-24 15:04:18,977 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.800, mIoU: 0.262
2023-07-24 15:04:18,993 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.798, mIoU: 0.260
2023-07-24 15:04:19,008 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.793, mIoU: 0.259
2023-07-24 15:04:19,023 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.792, mIoU: 0.258
2023-07-24 15:04:19,038 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.792, mIoU: 0.258
2023-07-24 15:04:19,052 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.793, mIoU: 0.257
2023-07-24 15:04:19,066 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.794, mIoU: 0.258
2023-07-24 15:04:19,082 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.793, mIoU: 0.257
2023-07-24 15:04:19,096 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.790, mIoU: 0.259
2023-07-24 15:04:19,112 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.791, mIoU: 0.259
2023-07-24 15:04:19,127 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.793, mIoU: 0.260
2023-07-24 15:04:19,140 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.795, mIoU: 0.260
2023-07-24 15:04:19,155 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.794, mIoU: 0.260
2023-07-24 15:04:19,171 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.792, mIoU: 0.251
2023-07-24 15:04:19,184 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.793, mIoU: 0.258
2023-07-24 15:04:19,199 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.791, mIoU: 0.255
2023-07-24 15:04:19,214 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.792, mIoU: 0.254
2023-07-24 15:04:19,228 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.792, mIoU: 0.253
2023-07-24 15:04:19,241 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.792, mIoU: 0.252
2023-07-24 15:04:19,254 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.792, mIoU: 0.255
2023-07-24 15:04:19,268 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.792, mIoU: 0.251
2023-07-24 15:04:19,284 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.793, mIoU: 0.250
2023-07-24 15:04:19,299 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.793, mIoU: 0.250
2023-07-24 15:04:19,315 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.793, mIoU: 0.251
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2023-07-24 15:04:22,336 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.790, mIoU: 0.227
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2023-07-24 15:04:23,244 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.799, mIoU: 0.223
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2023-07-24 15:04:25,177 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,193 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,207 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,222 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,237 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,253 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,268 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,284 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,297 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,312 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,328 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,342 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,357 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,369 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,384 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,398 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,409 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,422 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,437 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:04:25,452 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:04:25,467 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,482 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:04:25,490 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:04:25,505 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:04:25,521 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,536 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,551 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,566 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,579 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:04:25,593 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,608 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,624 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:04:25,639 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:04:25,653 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:04:25,667 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,683 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,697 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,713 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,726 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,742 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,758 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,774 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,787 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,803 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,818 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:25,832 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:25,847 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:25,862 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,878 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,893 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,906 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,922 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,937 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:25,954 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,964 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:25,979 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:25,995 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:26,008 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:04:26,023 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,037 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,052 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,067 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:26,082 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,096 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,108 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:26,121 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:26,136 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,151 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:26,167 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,181 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,196 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.801, mIoU: 0.225
2023-07-24 15:04:26,209 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:26,224 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:26,240 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:26,253 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,268 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,282 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,297 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,312 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,327 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,339 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,355 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,370 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,384 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,399 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,415 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,426 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,442 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,457 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,472 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,485 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.804, mIoU: 0.224
2023-07-24 15:04:26,500 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.804, mIoU: 0.224
2023-07-24 15:04:26,514 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.804, mIoU: 0.224
2023-07-24 15:04:26,530 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.803, mIoU: 0.223
2023-07-24 15:04:26,545 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.803, mIoU: 0.222
2023-07-24 15:04:26,560 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.803, mIoU: 0.222
2023-07-24 15:04:26,575 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.803, mIoU: 0.223
2023-07-24 15:04:26,590 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.803, mIoU: 0.223
2023-07-24 15:04:26,605 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.803, mIoU: 0.222
2023-07-24 15:04:26,620 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,633 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:26,647 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,662 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,677 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,690 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,706 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,719 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,734 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:26,749 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:26,765 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:26,780 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:26,795 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:26,809 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:26,824 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:26,839 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.800, mIoU: 0.223
2023-07-24 15:04:26,853 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.799, mIoU: 0.222
2023-07-24 15:04:26,869 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.800, mIoU: 0.223
2023-07-24 15:04:26,887 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:04:26,903 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:04:26,918 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.800, mIoU: 0.223
2023-07-24 15:04:26,928 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.800, mIoU: 0.223
2023-07-24 15:04:26,942 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.800, mIoU: 0.223
2023-07-24 15:04:26,957 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:04:26,970 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:04:26,985 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:04:26,998 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,011 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,027 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,043 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,058 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,074 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,087 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,102 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,115 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,129 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,145 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,160 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,176 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,191 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,206 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.801, mIoU: 0.222
2023-07-24 15:04:27,220 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.801, mIoU: 0.221
2023-07-24 15:04:27,235 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.801, mIoU: 0.221
2023-07-24 15:04:27,250 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,263 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,276 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,290 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:27,306 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:27,321 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.801, mIoU: 0.224
2023-07-24 15:04:27,334 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.801, mIoU: 0.223
2023-07-24 15:04:27,348 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:27,364 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:27,379 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:27,392 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:27,405 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:27,412 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.802, mIoU: 0.224
2023-07-24 15:04:27,428 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.802, mIoU: 0.223
2023-07-24 15:04:27,444 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:27,459 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:27,476 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:04:27,492 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:27,508 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:27,525 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.803, mIoU: 0.224
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2023-07-24 15:04:27,599 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:04:27,615 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:27,628 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:27,642 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.803, mIoU: 0.225
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2023-07-24 15:04:27,736 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:04:27,748 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.803, mIoU: 0.225
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2023-07-24 15:04:27,785 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.803, mIoU: 0.225
2023-07-24 15:04:27,800 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.803, mIoU: 0.226
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2023-07-24 15:04:27,858 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.804, mIoU: 0.226
2023-07-24 15:04:27,874 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.804, mIoU: 0.227
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2023-07-24 15:04:27,902 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.805, mIoU: 0.227
2023-07-24 15:04:27,918 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:04:27,936 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.805, mIoU: 0.230
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2023-07-24 15:04:27,967 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:04:27,983 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:04:27,996 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:04:28,009 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:04:28,023 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:04:28,038 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:04:28,055 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,069 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,082 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,097 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,112 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,127 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,143 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,158 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,171 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,186 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,199 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,213 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,228 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,242 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,259 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,272 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,288 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:28,304 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,317 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,330 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,346 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:28,361 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,376 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,391 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:28,403 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,416 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,430 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,443 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:28,459 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,476 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,490 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,505 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,519 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,535 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:28,550 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,564 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,577 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,592 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,607 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,621 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,636 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,652 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,666 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,679 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,694 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:28,710 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,727 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,740 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,755 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,768 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,783 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,796 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:28,809 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:28,824 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,839 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,852 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,868 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,884 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,900 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,917 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,930 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,943 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,958 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:28,972 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,985 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:28,999 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:29,015 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,029 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,042 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,057 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,073 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,089 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,105 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,119 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,132 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,148 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,163 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,179 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,195 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,208 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,221 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,233 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,249 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,266 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,280 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,295 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,307 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,320 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,335 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,350 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,364 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,379 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:29,392 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,408 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,421 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,436 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,450 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,465 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,480 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,493 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,510 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,526 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:29,541 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,556 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:29,572 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:29,588 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,603 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:29,618 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,633 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:29,649 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,662 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,676 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,689 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,706 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,719 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,736 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:29,751 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,763 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,777 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,793 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,808 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,821 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,836 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:29,851 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,863 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,877 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,894 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:29,910 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:29,923 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:29,935 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:29,953 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:29,969 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:29,985 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:29,998 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:30,014 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:30,029 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,045 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,060 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,074 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,089 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,103 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:30,118 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:30,132 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,145 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,160 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,174 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,188 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,203 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,219 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,233 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,248 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:04:30,262 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:04:30,276 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:04:30,292 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:04:30,307 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,322 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,338 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,348 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,363 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,376 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,391 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,406 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,422 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,435 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,450 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,465 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,480 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,496 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,512 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,525 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,541 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:30,556 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,572 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,585 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,601 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,616 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,632 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,645 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,661 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,676 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,689 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,704 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,719 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,732 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,747 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,760 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,774 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,790 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:30,805 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:30,820 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.806, mIoU: 0.232
2023-07-24 15:04:30,835 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:30,850 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:30,863 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:30,877 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 15:04:30,891 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,905 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,919 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:30,934 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:30,950 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.806, mIoU: 0.231
2023-07-24 15:04:30,965 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:30,981 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:30,995 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:31,009 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:31,025 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:04:31,041 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,054 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,069 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,083 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,099 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,114 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:04:31,130 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,146 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,161 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,171 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,187 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,204 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,217 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,232 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,247 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.807, mIoU: 0.229
2023-07-24 15:04:31,263 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:31,276 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,291 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,307 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,323 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,338 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.808, mIoU: 0.229
2023-07-24 15:04:31,353 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.808, mIoU: 0.229
2023-07-24 15:04:31,370 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,385 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,399 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.808, mIoU: 0.229
2023-07-24 15:04:31,414 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.808, mIoU: 0.229
2023-07-24 15:04:31,428 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,443 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.808, mIoU: 0.230
2023-07-24 15:04:31,456 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.808, mIoU: 0.231
2023-07-24 15:04:31,470 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 15:04:31,486 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,501 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,509 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,522 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,535 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,548 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,560 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,575 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,590 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,606 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.807, mIoU: 0.231
2023-07-24 15:04:31,618 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.807, mIoU: 0.233
2023-07-24 15:04:31,631 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.807, mIoU: 0.233
2023-07-24 15:04:31,647 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.808, mIoU: 0.233
2023-07-24 15:04:31,658 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.808, mIoU: 0.234
2023-07-24 15:04:31,674 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.808, mIoU: 0.234
2023-07-24 15:04:31,687 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,702 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:31,717 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:31,733 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:31,748 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,760 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,773 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,789 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:31,804 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,819 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.808, mIoU: 0.234
2023-07-24 15:04:31,835 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,848 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,858 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.808, mIoU: 0.234
2023-07-24 15:04:31,869 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.808, mIoU: 0.234
2023-07-24 15:04:31,882 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,894 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,909 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,923 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,938 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,953 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,969 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,983 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:31,998 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,014 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,029 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,044 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,059 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,074 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,089 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,104 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,117 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,130 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,146 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,159 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,176 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,189 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,205 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,220 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,238 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.808, mIoU: 0.236
2023-07-24 15:04:32,254 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,268 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,284 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,299 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,314 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,330 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,343 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,356 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,371 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,386 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,401 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,417 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,432 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,448 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,462 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,478 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,490 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.808, mIoU: 0.236
2023-07-24 15:04:32,506 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,516 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.808, mIoU: 0.235
2023-07-24 15:04:32,529 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,545 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.807, mIoU: 0.235
2023-07-24 15:04:32,557 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:32,572 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:32,588 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.807, mIoU: 0.234
2023-07-24 15:04:32,603 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,620 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,636 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,651 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,666 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,679 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,694 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,707 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,722 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,738 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,751 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:04:32,766 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:32,780 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.806, mIoU: 0.233
2023-07-24 15:04:32,795 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,811 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,826 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,842 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,857 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,871 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,883 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,899 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,912 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,925 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:32,941 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:32,956 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:32,971 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:32,985 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:32,998 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,013 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:33,029 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:33,044 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:04:33,057 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,070 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,085 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,100 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,115 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,130 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,145 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:04:33,160 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.806, mIoU: 0.237
2023-07-24 15:04:33,175 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.806, mIoU: 0.237
2023-07-24 15:04:33,190 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.806, mIoU: 0.237
2023-07-24 15:04:33,206 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.806, mIoU: 0.237
2023-07-24 15:04:33,221 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,236 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,251 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,264 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,280 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,295 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,311 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.805, mIoU: 0.238
2023-07-24 15:04:33,324 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.805, mIoU: 0.238
2023-07-24 15:04:33,339 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,354 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,370 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,383 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,398 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,413 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,428 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,444 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.804, mIoU: 0.237
2023-07-24 15:04:33,459 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,474 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:04:33,487 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.804, mIoU: 0.237
2023-07-24 15:04:33,502 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.805, mIoU: 0.238
2023-07-24 15:04:33,518 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,531 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.805, mIoU: 0.239
2023-07-24 15:04:33,546 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,558 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,567 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,582 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,598 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.805, mIoU: 0.239
2023-07-24 15:04:33,612 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,627 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,643 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,656 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,670 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,685 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,700 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,715 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,733 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,747 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,764 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,779 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,792 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,807 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,822 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,837 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,850 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,863 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,878 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,894 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.804, mIoU: 0.238
2023-07-24 15:04:33,909 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,924 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,937 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,953 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,967 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,980 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:33,996 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:34,011 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:34,027 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.804, mIoU: 0.239
2023-07-24 15:04:34,042 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,055 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,070 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,086 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,101 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,116 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,129 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,145 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,158 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,171 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,184 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,199 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,214 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,230 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.804, mIoU: 0.240
2023-07-24 15:04:34,245 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:34,255 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,269 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,285 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,300 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,313 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,328 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,344 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,359 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,373 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,387 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,402 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,415 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.806, mIoU: 0.242
2023-07-24 15:04:34,430 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.806, mIoU: 0.242
2023-07-24 15:04:34,444 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,457 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.806, mIoU: 0.242
2023-07-24 15:04:34,473 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.806, mIoU: 0.242
2023-07-24 15:04:34,488 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,503 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,518 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,532 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,547 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,563 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,576 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.805, mIoU: 0.241
2023-07-24 15:04:34,591 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,606 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,622 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,637 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,650 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,663 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.805, mIoU: 0.242
2023-07-24 15:04:34,678 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,693 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,707 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,719 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,734 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,751 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,764 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,775 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,789 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,805 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,820 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,836 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,849 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,864 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,879 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,892 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,907 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,923 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,938 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,954 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,970 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,985 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:34,999 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.803, mIoU: 0.241
2023-07-24 15:04:35,014 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:35,027 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.804, mIoU: 0.242
2023-07-24 15:04:35,041 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.804, mIoU: 0.241
2023-07-24 15:04:35,056 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.803, mIoU: 0.241
2023-07-24 15:04:35,071 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.803, mIoU: 0.240
2023-07-24 15:04:35,084 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.803, mIoU: 0.240
2023-07-24 15:04:35,099 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.803, mIoU: 0.240
2023-07-24 15:04:35,111 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.802, mIoU: 0.240
2023-07-24 15:04:35,125 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,140 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,155 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,167 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,182 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,198 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,213 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,225 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,240 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,256 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,267 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,282 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,298 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,313 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,326 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.802, mIoU: 0.239
2023-07-24 15:04:35,339 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,354 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.801, mIoU: 0.239
2023-07-24 15:04:35,368 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,384 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,397 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,413 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,425 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,439 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,454 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,469 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,484 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,499 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,515 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,528 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,543 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,558 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,572 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,587 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:35,600 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,613 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,630 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,645 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,661 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,674 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,687 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,702 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,718 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,731 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,744 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,759 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:35,774 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,789 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,803 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,818 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,834 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,848 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,862 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,877 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,891 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,906 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,921 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,936 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,950 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:35,965 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:35,980 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.800, mIoU: 0.238
2023-07-24 15:04:35,994 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:36,009 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.801, mIoU: 0.238
2023-07-24 15:04:36,023 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.800, mIoU: 0.237
2023-07-24 15:04:36,038 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.800, mIoU: 0.237
2023-07-24 15:04:36,054 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,068 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,084 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,099 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,112 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,125 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,141 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,156 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,169 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,184 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,200 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,215 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,230 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,244 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,260 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,274 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,287 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,301 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,314 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,327 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,340 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,354 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,369 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,382 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,395 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,410 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,421 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,435 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,450 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,466 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,481 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,497 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,510 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,525 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,540 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,553 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,568 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:36,584 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,599 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,612 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,627 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,643 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,657 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,673 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,686 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.799, mIoU: 0.236
2023-07-24 15:04:36,701 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:36,716 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.799, mIoU: 0.236
2023-07-24 15:04:36,732 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,747 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,760 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,775 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.799, mIoU: 0.236
2023-07-24 15:04:36,790 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,805 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,821 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,836 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,851 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,867 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,877 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,892 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,905 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,918 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,935 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,950 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,965 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,977 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:36,990 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,003 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,018 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,031 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,046 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,062 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,076 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,091 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,108 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,121 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,137 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,153 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:37,166 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,182 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,194 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,211 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,226 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,242 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,258 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,271 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,284 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,297 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,312 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,325 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,338 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,351 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,365 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,379 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,394 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,406 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,421 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,437 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.799, mIoU: 0.235
2023-07-24 15:04:37,452 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,466 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,481 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,489 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,503 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,516 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,529 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,543 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,558 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,572 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,587 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,602 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,616 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,631 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,644 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,658 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,674 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 15:04:37,689 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.799, mIoU: 0.233
2023-07-24 15:04:37,706 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,721 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,738 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,752 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,767 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,782 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,797 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,810 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,824 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,839 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,854 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,870 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,885 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.800, mIoU: 0.234
2023-07-24 15:04:37,900 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,915 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,930 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,943 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,958 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,971 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:37,986 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,002 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,017 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,032 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,045 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,061 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,076 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,092 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,108 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,124 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,140 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,156 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,169 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,185 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,199 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,214 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,229 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,245 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,261 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,276 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,290 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,300 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,315 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,328 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,342 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,357 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:38,372 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,387 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,398 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.800, mIoU: 0.235
2023-07-24 15:04:38,408 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,424 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,439 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,453 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,467 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,482 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 15:04:38,497 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,511 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,527 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,542 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,557 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,573 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,587 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,602 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,617 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,633 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,646 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,662 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,677 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,692 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.801, mIoU: 0.236
2023-07-24 15:04:38,708 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:38,720 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:38,734 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:38,748 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.801, mIoU: 0.237
2023-07-24 15:04:38,765 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.800, mIoU: 0.236
2023-07-24 15:04:55,948 semantic_segmentation INFO: Iters: 8810/150000 || Lr: 0.018940 || Task Loss: 1.4746 || KD Loss: 0.7433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:38 || Estimated Time: 2 days, 20:48:46
2023-07-24 15:05:13,467 semantic_segmentation INFO: Iters: 8820/150000 || Lr: 0.018939 || Task Loss: 0.9594 || KD Loss: 0.4412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:55 || Estimated Time: 2 days, 20:48:28
2023-07-24 15:05:30,666 semantic_segmentation INFO: Iters: 8830/150000 || Lr: 0.018937 || Task Loss: 1.5113 || KD Loss: 0.7420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:12 || Estimated Time: 2 days, 20:48:06
2023-07-24 15:05:47,962 semantic_segmentation INFO: Iters: 8840/150000 || Lr: 0.018936 || Task Loss: 1.0376 || KD Loss: 0.3911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:30 || Estimated Time: 2 days, 20:47:43
2023-07-24 15:06:05,629 semantic_segmentation INFO: Iters: 8850/150000 || Lr: 0.018935 || Task Loss: 1.2391 || KD Loss: 0.4940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:47 || Estimated Time: 2 days, 20:47:28
2023-07-24 15:06:22,966 semantic_segmentation INFO: Iters: 8860/150000 || Lr: 0.018934 || Task Loss: 1.2441 || KD Loss: 0.5437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:05 || Estimated Time: 2 days, 20:47:07
2023-07-24 15:06:40,254 semantic_segmentation INFO: Iters: 8870/150000 || Lr: 0.018933 || Task Loss: 0.9839 || KD Loss: 0.4265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:22 || Estimated Time: 2 days, 20:46:45
2023-07-24 15:06:57,557 semantic_segmentation INFO: Iters: 8880/150000 || Lr: 0.018931 || Task Loss: 1.2017 || KD Loss: 0.6221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:39 || Estimated Time: 2 days, 20:46:24
2023-07-24 15:07:14,883 semantic_segmentation INFO: Iters: 8890/150000 || Lr: 0.018930 || Task Loss: 1.0941 || KD Loss: 0.4444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:57 || Estimated Time: 2 days, 20:46:03
2023-07-24 15:07:32,111 semantic_segmentation INFO: Iters: 8900/150000 || Lr: 0.018929 || Task Loss: 1.3217 || KD Loss: 0.5272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:14 || Estimated Time: 2 days, 20:45:40
2023-07-24 15:07:49,652 semantic_segmentation INFO: Iters: 8910/150000 || Lr: 0.018928 || Task Loss: 1.8721 || KD Loss: 0.9327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:31 || Estimated Time: 2 days, 20:45:23
2023-07-24 15:08:06,902 semantic_segmentation INFO: Iters: 8920/150000 || Lr: 0.018926 || Task Loss: 0.9764 || KD Loss: 0.4228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:49 || Estimated Time: 2 days, 20:45:00
2023-07-24 15:08:24,112 semantic_segmentation INFO: Iters: 8930/150000 || Lr: 0.018925 || Task Loss: 1.4103 || KD Loss: 0.6531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:06 || Estimated Time: 2 days, 20:44:37
2023-07-24 15:08:41,299 semantic_segmentation INFO: Iters: 8940/150000 || Lr: 0.018924 || Task Loss: 1.2230 || KD Loss: 0.5716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:23 || Estimated Time: 2 days, 20:44:14
2023-07-24 15:08:58,734 semantic_segmentation INFO: Iters: 8950/150000 || Lr: 0.018923 || Task Loss: 1.3528 || KD Loss: 0.5610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:41 || Estimated Time: 2 days, 20:43:56
2023-07-24 15:09:15,961 semantic_segmentation INFO: Iters: 8960/150000 || Lr: 0.018922 || Task Loss: 1.2226 || KD Loss: 0.5091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:58 || Estimated Time: 2 days, 20:43:33
2023-07-24 15:09:33,322 semantic_segmentation INFO: Iters: 8970/150000 || Lr: 0.018920 || Task Loss: 2.1038 || KD Loss: 1.2719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:15 || Estimated Time: 2 days, 20:43:12
2023-07-24 15:09:50,543 semantic_segmentation INFO: Iters: 8980/150000 || Lr: 0.018919 || Task Loss: 1.5878 || KD Loss: 0.7538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:32 || Estimated Time: 2 days, 20:42:50
2023-07-24 15:10:07,828 semantic_segmentation INFO: Iters: 8990/150000 || Lr: 0.018918 || Task Loss: 1.3487 || KD Loss: 0.6456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:50 || Estimated Time: 2 days, 20:42:28
2023-07-24 15:10:25,147 semantic_segmentation INFO: Iters: 9000/150000 || Lr: 0.018917 || Task Loss: 1.6339 || KD Loss: 0.7223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:07 || Estimated Time: 2 days, 20:42:08
2023-07-24 15:10:42,424 semantic_segmentation INFO: Iters: 9010/150000 || Lr: 0.018916 || Task Loss: 1.6677 || KD Loss: 0.8263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:24 || Estimated Time: 2 days, 20:41:45
2023-07-24 15:10:59,739 semantic_segmentation INFO: Iters: 9020/150000 || Lr: 0.018914 || Task Loss: 0.8538 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:42 || Estimated Time: 2 days, 20:41:24
2023-07-24 15:11:16,937 semantic_segmentation INFO: Iters: 9030/150000 || Lr: 0.018913 || Task Loss: 1.7045 || KD Loss: 0.6501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:59 || Estimated Time: 2 days, 20:41:01
2023-07-24 15:11:34,063 semantic_segmentation INFO: Iters: 9040/150000 || Lr: 0.018912 || Task Loss: 1.3590 || KD Loss: 0.6955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:16 || Estimated Time: 2 days, 20:40:38
2023-07-24 15:11:51,263 semantic_segmentation INFO: Iters: 9050/150000 || Lr: 0.018911 || Task Loss: 1.2645 || KD Loss: 0.5716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:33 || Estimated Time: 2 days, 20:40:15
2023-07-24 15:12:08,456 semantic_segmentation INFO: Iters: 9060/150000 || Lr: 0.018910 || Task Loss: 1.3194 || KD Loss: 0.5290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:50 || Estimated Time: 2 days, 20:39:52
2023-07-24 15:12:25,990 semantic_segmentation INFO: Iters: 9070/150000 || Lr: 0.018908 || Task Loss: 1.7789 || KD Loss: 0.9164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:08 || Estimated Time: 2 days, 20:39:35
2023-07-24 15:12:43,323 semantic_segmentation INFO: Iters: 9080/150000 || Lr: 0.018907 || Task Loss: 1.2004 || KD Loss: 0.5326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:25 || Estimated Time: 2 days, 20:39:14
2023-07-24 15:13:00,402 semantic_segmentation INFO: Iters: 9090/150000 || Lr: 0.018906 || Task Loss: 1.6131 || KD Loss: 0.8858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:42 || Estimated Time: 2 days, 20:38:49
2023-07-24 15:13:17,605 semantic_segmentation INFO: Iters: 9100/150000 || Lr: 0.018905 || Task Loss: 1.0654 || KD Loss: 0.4633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:59 || Estimated Time: 2 days, 20:38:27
2023-07-24 15:13:34,873 semantic_segmentation INFO: Iters: 9110/150000 || Lr: 0.018904 || Task Loss: 1.4381 || KD Loss: 0.6594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:17 || Estimated Time: 2 days, 20:38:04
2023-07-24 15:13:52,078 semantic_segmentation INFO: Iters: 9120/150000 || Lr: 0.018902 || Task Loss: 1.1210 || KD Loss: 0.4772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:34 || Estimated Time: 2 days, 20:37:42
2023-07-24 15:14:09,349 semantic_segmentation INFO: Iters: 9130/150000 || Lr: 0.018901 || Task Loss: 1.3291 || KD Loss: 0.5856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:51 || Estimated Time: 2 days, 20:37:20
2023-07-24 15:14:26,596 semantic_segmentation INFO: Iters: 9140/150000 || Lr: 0.018900 || Task Loss: 0.9855 || KD Loss: 0.5085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:08 || Estimated Time: 2 days, 20:36:58
2023-07-24 15:14:43,695 semantic_segmentation INFO: Iters: 9150/150000 || Lr: 0.018899 || Task Loss: 1.4123 || KD Loss: 0.7014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:25 || Estimated Time: 2 days, 20:36:34
2023-07-24 15:15:00,852 semantic_segmentation INFO: Iters: 9160/150000 || Lr: 0.018897 || Task Loss: 1.5373 || KD Loss: 0.5761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:43 || Estimated Time: 2 days, 20:36:11
2023-07-24 15:15:18,022 semantic_segmentation INFO: Iters: 9170/150000 || Lr: 0.018896 || Task Loss: 1.1077 || KD Loss: 0.4919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:00 || Estimated Time: 2 days, 20:35:48
2023-07-24 15:15:35,220 semantic_segmentation INFO: Iters: 9180/150000 || Lr: 0.018895 || Task Loss: 0.6798 || KD Loss: 0.3064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:17 || Estimated Time: 2 days, 20:35:24
2023-07-24 15:15:52,415 semantic_segmentation INFO: Iters: 9190/150000 || Lr: 0.018894 || Task Loss: 1.2704 || KD Loss: 0.5502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:34 || Estimated Time: 2 days, 20:35:02
2023-07-24 15:16:09,631 semantic_segmentation INFO: Iters: 9200/150000 || Lr: 0.018893 || Task Loss: 0.8840 || KD Loss: 0.4068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:51 || Estimated Time: 2 days, 20:34:39
2023-07-24 15:16:26,823 semantic_segmentation INFO: Iters: 9210/150000 || Lr: 0.018891 || Task Loss: 1.0936 || KD Loss: 0.4284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:09 || Estimated Time: 2 days, 20:34:17
2023-07-24 15:16:44,018 semantic_segmentation INFO: Iters: 9220/150000 || Lr: 0.018890 || Task Loss: 1.3281 || KD Loss: 0.6003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:26 || Estimated Time: 2 days, 20:33:54
2023-07-24 15:17:01,117 semantic_segmentation INFO: Iters: 9230/150000 || Lr: 0.018889 || Task Loss: 0.8290 || KD Loss: 0.3551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:43 || Estimated Time: 2 days, 20:33:30
2023-07-24 15:17:18,741 semantic_segmentation INFO: Iters: 9240/150000 || Lr: 0.018888 || Task Loss: 0.8257 || KD Loss: 0.3463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:01 || Estimated Time: 2 days, 20:33:14
2023-07-24 15:17:35,940 semantic_segmentation INFO: Iters: 9250/150000 || Lr: 0.018887 || Task Loss: 1.2472 || KD Loss: 0.5872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:18 || Estimated Time: 2 days, 20:32:51
2023-07-24 15:17:53,126 semantic_segmentation INFO: Iters: 9260/150000 || Lr: 0.018885 || Task Loss: 1.3989 || KD Loss: 0.5447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:35 || Estimated Time: 2 days, 20:32:28
2023-07-24 15:18:10,249 semantic_segmentation INFO: Iters: 9270/150000 || Lr: 0.018884 || Task Loss: 1.5939 || KD Loss: 0.7472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:52 || Estimated Time: 2 days, 20:32:05
2023-07-24 15:18:27,831 semantic_segmentation INFO: Iters: 9280/150000 || Lr: 0.018883 || Task Loss: 1.5496 || KD Loss: 0.7848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:10 || Estimated Time: 2 days, 20:31:48
2023-07-24 15:18:44,952 semantic_segmentation INFO: Iters: 9290/150000 || Lr: 0.018882 || Task Loss: 1.2779 || KD Loss: 0.5277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:27 || Estimated Time: 2 days, 20:31:24
2023-07-24 15:19:02,139 semantic_segmentation INFO: Iters: 9300/150000 || Lr: 0.018881 || Task Loss: 1.0282 || KD Loss: 0.4037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:44 || Estimated Time: 2 days, 20:31:01
2023-07-24 15:19:19,495 semantic_segmentation INFO: Iters: 9310/150000 || Lr: 0.018879 || Task Loss: 1.0711 || KD Loss: 0.4368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:01 || Estimated Time: 2 days, 20:30:41
2023-07-24 15:19:36,661 semantic_segmentation INFO: Iters: 9320/150000 || Lr: 0.018878 || Task Loss: 1.0987 || KD Loss: 0.4839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:18 || Estimated Time: 2 days, 20:30:18
2023-07-24 15:19:53,680 semantic_segmentation INFO: Iters: 9330/150000 || Lr: 0.018877 || Task Loss: 1.2793 || KD Loss: 0.6844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:35 || Estimated Time: 2 days, 20:29:53
2023-07-24 15:20:10,903 semantic_segmentation INFO: Iters: 9340/150000 || Lr: 0.018876 || Task Loss: 1.0641 || KD Loss: 0.5144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:53 || Estimated Time: 2 days, 20:29:31
2023-07-24 15:20:28,508 semantic_segmentation INFO: Iters: 9350/150000 || Lr: 0.018875 || Task Loss: 1.2797 || KD Loss: 0.6012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:10 || Estimated Time: 2 days, 20:29:14
2023-07-24 15:20:45,905 semantic_segmentation INFO: Iters: 9360/150000 || Lr: 0.018873 || Task Loss: 1.0236 || KD Loss: 0.4294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:28 || Estimated Time: 2 days, 20:28:55
2023-07-24 15:21:03,298 semantic_segmentation INFO: Iters: 9370/150000 || Lr: 0.018872 || Task Loss: 1.9210 || KD Loss: 0.9558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:45 || Estimated Time: 2 days, 20:28:35
2023-07-24 15:21:20,519 semantic_segmentation INFO: Iters: 9380/150000 || Lr: 0.018871 || Task Loss: 1.5701 || KD Loss: 0.5898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:02 || Estimated Time: 2 days, 20:28:13
2023-07-24 15:21:37,720 semantic_segmentation INFO: Iters: 9390/150000 || Lr: 0.018870 || Task Loss: 1.3562 || KD Loss: 0.6074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:20 || Estimated Time: 2 days, 20:27:51
2023-07-24 15:21:55,190 semantic_segmentation INFO: Iters: 9400/150000 || Lr: 0.018869 || Task Loss: 0.8707 || KD Loss: 0.4178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:37 || Estimated Time: 2 days, 20:27:32
2023-07-24 15:22:12,344 semantic_segmentation INFO: Iters: 9410/150000 || Lr: 0.018867 || Task Loss: 1.2218 || KD Loss: 0.5258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:54 || Estimated Time: 2 days, 20:27:09
2023-07-24 15:22:29,870 semantic_segmentation INFO: Iters: 9420/150000 || Lr: 0.018866 || Task Loss: 1.1212 || KD Loss: 0.4878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:12 || Estimated Time: 2 days, 20:26:52
2023-07-24 15:22:46,998 semantic_segmentation INFO: Iters: 9430/150000 || Lr: 0.018865 || Task Loss: 1.0900 || KD Loss: 0.4931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:29 || Estimated Time: 2 days, 20:26:28
2023-07-24 15:23:04,139 semantic_segmentation INFO: Iters: 9440/150000 || Lr: 0.018864 || Task Loss: 1.2669 || KD Loss: 0.6035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:46 || Estimated Time: 2 days, 20:26:05
2023-07-24 15:23:21,642 semantic_segmentation INFO: Iters: 9450/150000 || Lr: 0.018862 || Task Loss: 1.4298 || KD Loss: 0.6241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:03 || Estimated Time: 2 days, 20:25:47
2023-07-24 15:23:38,838 semantic_segmentation INFO: Iters: 9460/150000 || Lr: 0.018861 || Task Loss: 1.0006 || KD Loss: 0.4026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:21 || Estimated Time: 2 days, 20:25:24
2023-07-24 15:23:55,972 semantic_segmentation INFO: Iters: 9470/150000 || Lr: 0.018860 || Task Loss: 1.5821 || KD Loss: 0.7650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:38 || Estimated Time: 2 days, 20:25:01
2023-07-24 15:24:13,320 semantic_segmentation INFO: Iters: 9480/150000 || Lr: 0.018859 || Task Loss: 0.8474 || KD Loss: 0.3741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:55 || Estimated Time: 2 days, 20:24:41
2023-07-24 15:24:30,631 semantic_segmentation INFO: Iters: 9490/150000 || Lr: 0.018858 || Task Loss: 1.1424 || KD Loss: 0.4986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:12 || Estimated Time: 2 days, 20:24:20
2023-07-24 15:24:47,670 semantic_segmentation INFO: Iters: 9500/150000 || Lr: 0.018856 || Task Loss: 1.0812 || KD Loss: 0.4866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:29 || Estimated Time: 2 days, 20:23:55
2023-07-24 15:25:05,138 semantic_segmentation INFO: Iters: 9510/150000 || Lr: 0.018855 || Task Loss: 1.3879 || KD Loss: 0.5965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:47 || Estimated Time: 2 days, 20:23:37
2023-07-24 15:25:22,277 semantic_segmentation INFO: Iters: 9520/150000 || Lr: 0.018854 || Task Loss: 1.5909 || KD Loss: 0.6933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:04 || Estimated Time: 2 days, 20:23:14
2023-07-24 15:25:39,581 semantic_segmentation INFO: Iters: 9530/150000 || Lr: 0.018853 || Task Loss: 1.3671 || KD Loss: 0.5869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:21 || Estimated Time: 2 days, 20:22:54
2023-07-24 15:25:56,914 semantic_segmentation INFO: Iters: 9540/150000 || Lr: 0.018852 || Task Loss: 0.9330 || KD Loss: 0.3683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:39 || Estimated Time: 2 days, 20:22:32
2023-07-24 15:26:14,100 semantic_segmentation INFO: Iters: 9550/150000 || Lr: 0.018850 || Task Loss: 1.3553 || KD Loss: 0.5877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:56 || Estimated Time: 2 days, 20:22:10
2023-07-24 15:26:31,477 semantic_segmentation INFO: Iters: 9560/150000 || Lr: 0.018849 || Task Loss: 1.1245 || KD Loss: 0.5402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:13 || Estimated Time: 2 days, 20:21:50
2023-07-24 15:26:48,605 semantic_segmentation INFO: Iters: 9570/150000 || Lr: 0.018848 || Task Loss: 1.4055 || KD Loss: 0.6544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:30 || Estimated Time: 2 days, 20:21:27
2023-07-24 15:27:05,605 semantic_segmentation INFO: Iters: 9580/150000 || Lr: 0.018847 || Task Loss: 0.9183 || KD Loss: 0.4009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:47 || Estimated Time: 2 days, 20:21:03
2023-07-24 15:27:22,881 semantic_segmentation INFO: Iters: 9590/150000 || Lr: 0.018846 || Task Loss: 1.0361 || KD Loss: 0.4162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:05 || Estimated Time: 2 days, 20:20:41
2023-07-24 15:27:39,974 semantic_segmentation INFO: Iters: 9600/150000 || Lr: 0.018844 || Task Loss: 0.8373 || KD Loss: 0.3320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:22 || Estimated Time: 2 days, 20:20:17
2023-07-24 15:27:40,103 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:27:40,488 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.087
2023-07-24 15:27:40,511 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.695, mIoU: 0.081
2023-07-24 15:27:40,523 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.773, mIoU: 0.083
2023-07-24 15:27:40,537 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.727, mIoU: 0.084
2023-07-24 15:27:40,550 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.721, mIoU: 0.112
2023-07-24 15:27:40,562 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.758, mIoU: 0.156
2023-07-24 15:27:40,576 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.751, mIoU: 0.155
2023-07-24 15:27:40,590 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.778, mIoU: 0.167
2023-07-24 15:27:40,603 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.787, mIoU: 0.167
2023-07-24 15:27:40,616 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.793, mIoU: 0.167
2023-07-24 15:27:40,630 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.795, mIoU: 0.166
2023-07-24 15:27:40,645 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.809, mIoU: 0.167
2023-07-24 15:27:40,656 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.780, mIoU: 0.165
2023-07-24 15:27:40,670 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.787, mIoU: 0.163
2023-07-24 15:27:40,684 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.773, mIoU: 0.157
2023-07-24 15:27:40,696 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.781, mIoU: 0.157
2023-07-24 15:27:40,707 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.778, mIoU: 0.156
2023-07-24 15:27:40,720 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.770, mIoU: 0.156
2023-07-24 15:27:40,734 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.777, mIoU: 0.156
2023-07-24 15:27:40,749 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.785, mIoU: 0.179
2023-07-24 15:27:40,763 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.792, mIoU: 0.178
2023-07-24 15:27:40,778 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.797, mIoU: 0.178
2023-07-24 15:27:40,792 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.787, mIoU: 0.179
2023-07-24 15:27:40,807 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.789, mIoU: 0.183
2023-07-24 15:27:40,823 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.786, mIoU: 0.179
2023-07-24 15:27:40,836 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.788, mIoU: 0.184
2023-07-24 15:27:40,850 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.792, mIoU: 0.183
2023-07-24 15:27:40,861 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.798, mIoU: 0.183
2023-07-24 15:27:40,876 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.797, mIoU: 0.182
2023-07-24 15:27:40,890 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.804, mIoU: 0.183
2023-07-24 15:27:40,903 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.802, mIoU: 0.169
2023-07-24 15:27:40,918 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.805, mIoU: 0.171
2023-07-24 15:27:40,933 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.807, mIoU: 0.171
2023-07-24 15:27:40,947 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.810, mIoU: 0.171
2023-07-24 15:27:40,961 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.808, mIoU: 0.170
2023-07-24 15:27:40,975 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.811, mIoU: 0.172
2023-07-24 15:27:40,988 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.815, mIoU: 0.169
2023-07-24 15:27:41,000 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.819, mIoU: 0.170
2023-07-24 15:27:41,016 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.816, mIoU: 0.169
2023-07-24 15:27:41,028 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.817, mIoU: 0.168
2023-07-24 15:27:41,041 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.814, mIoU: 0.184
2023-07-24 15:27:41,055 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.819, mIoU: 0.184
2023-07-24 15:27:41,068 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.814, mIoU: 0.182
2023-07-24 15:27:41,081 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.816, mIoU: 0.183
2023-07-24 15:27:41,096 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.815, mIoU: 0.182
2023-07-24 15:27:41,110 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.816, mIoU: 0.182
2023-07-24 15:27:41,123 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.817, mIoU: 0.189
2023-07-24 15:27:41,136 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.816, mIoU: 0.190
2023-07-24 15:27:41,150 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.816, mIoU: 0.185
2023-07-24 15:27:41,166 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.816, mIoU: 0.184
2023-07-24 15:27:41,181 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.815, mIoU: 0.183
2023-07-24 15:27:41,196 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.819, mIoU: 0.183
2023-07-24 15:27:41,209 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.821, mIoU: 0.183
2023-07-24 15:27:41,224 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.822, mIoU: 0.182
2023-07-24 15:27:41,239 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.821, mIoU: 0.182
2023-07-24 15:27:41,252 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.821, mIoU: 0.181
2023-07-24 15:27:41,267 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.822, mIoU: 0.181
2023-07-24 15:27:41,284 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.826, mIoU: 0.180
2023-07-24 15:27:41,297 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.825, mIoU: 0.178
2023-07-24 15:27:41,313 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.815, mIoU: 0.185
2023-07-24 15:27:41,327 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.812, mIoU: 0.181
2023-07-24 15:27:41,343 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.813, mIoU: 0.179
2023-07-24 15:27:41,356 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.816, mIoU: 0.179
2023-07-24 15:27:41,375 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.818, mIoU: 0.189
2023-07-24 15:27:41,388 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.820, mIoU: 0.208
2023-07-24 15:27:41,404 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.821, mIoU: 0.209
2023-07-24 15:27:41,420 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.823, mIoU: 0.209
2023-07-24 15:27:41,433 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.823, mIoU: 0.221
2023-07-24 15:27:41,449 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.825, mIoU: 0.222
2023-07-24 15:27:41,464 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.821, mIoU: 0.220
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2023-07-24 15:27:41,493 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.823, mIoU: 0.222
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2023-07-24 15:27:41,540 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.823, mIoU: 0.232
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2023-07-24 15:27:41,571 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.820, mIoU: 0.230
2023-07-24 15:27:41,581 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.819, mIoU: 0.230
2023-07-24 15:27:41,597 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.820, mIoU: 0.249
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2023-07-24 15:27:41,627 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.812, mIoU: 0.246
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2023-07-24 15:27:41,674 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.805, mIoU: 0.237
2023-07-24 15:27:41,691 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.804, mIoU: 0.232
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2023-07-24 15:27:41,784 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.805, mIoU: 0.226
2023-07-24 15:27:41,800 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.806, mIoU: 0.227
2023-07-24 15:27:41,816 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.803, mIoU: 0.224
2023-07-24 15:27:41,831 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.798, mIoU: 0.222
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2023-07-24 15:27:41,889 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.799, mIoU: 0.226
2023-07-24 15:27:41,904 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.800, mIoU: 0.226
2023-07-24 15:27:41,918 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.801, mIoU: 0.231
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2023-07-24 15:27:47,367 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.806, mIoU: 0.224
2023-07-24 15:27:47,382 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,397 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,413 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,426 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,441 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.804, mIoU: 0.221
2023-07-24 15:27:47,456 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.804, mIoU: 0.221
2023-07-24 15:27:47,470 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.804, mIoU: 0.221
2023-07-24 15:27:47,485 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.804, mIoU: 0.222
2023-07-24 15:27:47,497 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.804, mIoU: 0.222
2023-07-24 15:27:47,512 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.804, mIoU: 0.222
2023-07-24 15:27:47,527 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.804, mIoU: 0.222
2023-07-24 15:27:47,542 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,557 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,572 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.805, mIoU: 0.222
2023-07-24 15:27:47,582 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,595 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,610 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.805, mIoU: 0.225
2023-07-24 15:27:47,626 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.805, mIoU: 0.223
2023-07-24 15:27:47,640 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.805, mIoU: 0.224
2023-07-24 15:27:47,654 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.805, mIoU: 0.224
2023-07-24 15:27:47,667 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.805, mIoU: 0.225
2023-07-24 15:27:47,683 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.806, mIoU: 0.226
2023-07-24 15:27:47,700 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.805, mIoU: 0.225
2023-07-24 15:27:47,716 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.805, mIoU: 0.225
2023-07-24 15:27:47,725 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.805, mIoU: 0.225
2023-07-24 15:27:47,741 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.806, mIoU: 0.225
2023-07-24 15:27:47,757 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.805, mIoU: 0.226
2023-07-24 15:27:47,770 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.806, mIoU: 0.226
2023-07-24 15:27:47,785 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.806, mIoU: 0.227
2023-07-24 15:27:47,801 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.806, mIoU: 0.227
2023-07-24 15:27:47,815 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.806, mIoU: 0.228
2023-07-24 15:27:47,831 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.806, mIoU: 0.228
2023-07-24 15:27:47,844 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.806, mIoU: 0.228
2023-07-24 15:27:47,860 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.805, mIoU: 0.227
2023-07-24 15:27:47,876 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.806, mIoU: 0.227
2023-07-24 15:27:47,892 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.806, mIoU: 0.227
2023-07-24 15:27:47,908 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.805, mIoU: 0.227
2023-07-24 15:27:47,922 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.805, mIoU: 0.227
2023-07-24 15:27:47,936 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.805, mIoU: 0.228
2023-07-24 15:27:47,951 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:27:47,966 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:27:47,981 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:27:47,995 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.806, mIoU: 0.230
2023-07-24 15:27:48,011 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:27:48,027 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.806, mIoU: 0.229
2023-07-24 15:27:48,042 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.805, mIoU: 0.229
2023-07-24 15:27:48,055 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.805, mIoU: 0.230
2023-07-24 15:27:48,070 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.805, mIoU: 0.229
2023-07-24 15:27:48,085 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.805, mIoU: 0.228
2023-07-24 15:27:48,100 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.805, mIoU: 0.229
2023-07-24 15:27:48,116 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.804, mIoU: 0.231
2023-07-24 15:27:48,131 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:27:48,144 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:27:48,160 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:27:48,175 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.805, mIoU: 0.231
2023-07-24 15:27:48,188 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,204 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,216 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.803, mIoU: 0.232
2023-07-24 15:27:48,231 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.803, mIoU: 0.232
2023-07-24 15:27:48,244 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.803, mIoU: 0.232
2023-07-24 15:27:48,256 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.803, mIoU: 0.232
2023-07-24 15:27:48,268 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.803, mIoU: 0.232
2023-07-24 15:27:48,283 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.803, mIoU: 0.233
2023-07-24 15:27:48,298 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.803, mIoU: 0.233
2023-07-24 15:27:48,313 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,328 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 15:27:48,337 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 15:27:48,352 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.804, mIoU: 0.232
2023-07-24 15:27:48,368 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 15:27:48,383 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 15:27:48,398 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 15:27:48,413 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,426 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,439 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,454 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,470 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,485 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.804, mIoU: 0.229
2023-07-24 15:27:48,498 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,512 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,528 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:48,543 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,559 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,572 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,588 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:48,604 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,621 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,635 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,651 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:27:48,666 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,679 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:48,694 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,709 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,724 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,739 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:48,752 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.804, mIoU: 0.228
2023-07-24 15:27:48,767 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,782 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,798 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:48,809 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.804, mIoU: 0.229
2023-07-24 15:27:48,824 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,840 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:48,853 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:27:48,868 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.801, mIoU: 0.227
2023-07-24 15:27:48,882 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:48,898 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:48,914 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:48,929 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.801, mIoU: 0.226
2023-07-24 15:27:48,943 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:48,955 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.801, mIoU: 0.226
2023-07-24 15:27:48,969 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.801, mIoU: 0.226
2023-07-24 15:27:48,984 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:49,000 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,016 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.801, mIoU: 0.227
2023-07-24 15:27:49,031 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.801, mIoU: 0.227
2023-07-24 15:27:49,046 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,059 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,075 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,090 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,103 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,118 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,134 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,149 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,164 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,179 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,190 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,205 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,220 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,234 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,249 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,264 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,276 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,291 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,306 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,321 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,335 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,350 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,365 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,381 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.804, mIoU: 0.226
2023-07-24 15:27:49,396 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.804, mIoU: 0.227
2023-07-24 15:27:49,412 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.803, mIoU: 0.226
2023-07-24 15:27:49,428 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,443 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,458 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,473 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,486 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.804, mIoU: 0.227
2023-07-24 15:27:49,501 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,516 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,531 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,543 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:49,559 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:49,572 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:49,587 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.802, mIoU: 0.226
2023-07-24 15:27:49,601 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:27:49,617 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:27:49,631 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:27:49,646 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.802, mIoU: 0.225
2023-07-24 15:27:49,661 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.803, mIoU: 0.227
2023-07-24 15:27:49,675 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,689 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.802, mIoU: 0.227
2023-07-24 15:27:49,704 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.801, mIoU: 0.227
2023-07-24 15:27:49,719 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.801, mIoU: 0.227
2023-07-24 15:27:49,738 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:49,754 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.801, mIoU: 0.228
2023-07-24 15:27:49,770 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.801, mIoU: 0.228
2023-07-24 15:27:49,781 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.802, mIoU: 0.229
2023-07-24 15:27:49,794 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:49,810 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:49,824 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:49,839 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.802, mIoU: 0.228
2023-07-24 15:27:49,853 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:49,867 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:49,883 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:49,899 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:49,914 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:49,929 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:49,942 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:49,956 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:49,969 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:49,984 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:49,998 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:50,013 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:50,028 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:50,043 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:50,057 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:50,070 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.803, mIoU: 0.229
2023-07-24 15:27:50,085 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.803, mIoU: 0.228
2023-07-24 15:27:50,100 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:50,113 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:50,126 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:50,140 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 15:27:50,156 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:50,172 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.804, mIoU: 0.230
2023-07-24 15:27:50,185 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.804, mIoU: 0.231
2023-07-24 15:27:50,200 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.804, mIoU: 0.231
2023-07-24 15:27:50,216 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.804, mIoU: 0.232
2023-07-24 15:27:50,231 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:27:50,245 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:27:50,258 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:27:50,266 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:27:50,281 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.805, mIoU: 0.232
2023-07-24 15:27:50,296 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.805, mIoU: 0.234
2023-07-24 15:27:50,311 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.805, mIoU: 0.234
2023-07-24 15:27:50,327 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.805, mIoU: 0.234
2023-07-24 15:27:50,342 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,357 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:27:50,372 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,387 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,400 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,414 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,428 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,443 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.805, mIoU: 0.233
2023-07-24 15:27:50,457 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,470 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,482 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 15:27:50,495 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.805, mIoU: 0.234
2023-07-24 15:27:50,510 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.805, mIoU: 0.234
2023-07-24 15:27:50,523 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.804, mIoU: 0.234
2023-07-24 15:27:50,537 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.804, mIoU: 0.234
2023-07-24 15:27:50,551 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.804, mIoU: 0.234
2023-07-24 15:27:50,566 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.804, mIoU: 0.236
2023-07-24 15:27:50,583 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,595 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,610 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,623 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,635 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,651 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.805, mIoU: 0.235
2023-07-24 15:27:50,667 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.805, mIoU: 0.236
2023-07-24 15:27:50,683 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:27:50,698 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:27:50,714 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 15:27:50,729 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:27:50,742 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.806, mIoU: 0.236
2023-07-24 15:27:50,758 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.807, mIoU: 0.236
2023-07-24 15:27:50,773 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.807, mIoU: 0.237
2023-07-24 15:27:50,789 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.807, mIoU: 0.237
2023-07-24 15:27:50,805 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.807, mIoU: 0.237
2023-07-24 15:27:50,820 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:50,835 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:50,848 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.806, mIoU: 0.238
2023-07-24 15:27:50,860 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.807, mIoU: 0.238
2023-07-24 15:27:50,873 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.806, mIoU: 0.238
2023-07-24 15:27:50,888 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.807, mIoU: 0.238
2023-07-24 15:27:50,904 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.807, mIoU: 0.238
2023-07-24 15:27:50,917 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:50,930 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.807, mIoU: 0.240
2023-07-24 15:27:50,946 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:50,961 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:50,976 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.807, mIoU: 0.240
2023-07-24 15:27:50,991 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,006 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.807, mIoU: 0.240
2023-07-24 15:27:51,020 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,035 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,048 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,062 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,078 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,093 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.807, mIoU: 0.239
2023-07-24 15:27:51,109 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,123 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,138 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.807, mIoU: 0.240
2023-07-24 15:27:51,154 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,168 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,181 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,197 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,212 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,227 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,242 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,255 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,268 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,282 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,295 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,310 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,327 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,340 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,356 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,370 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,385 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,401 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,414 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,428 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,443 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,459 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,473 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,488 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,504 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,518 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,532 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:51,546 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,562 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,578 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,591 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,605 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,618 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,633 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,646 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,659 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:51,673 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,688 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,700 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,715 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,730 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,746 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,762 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,776 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,789 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,804 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.808, mIoU: 0.239
2023-07-24 15:27:51,817 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,831 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,844 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:51,860 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,874 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:51,887 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,902 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,917 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,933 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:51,949 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:51,962 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:51,976 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:51,991 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,006 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,022 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,037 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,050 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,063 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,075 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,091 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,106 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,121 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,135 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,146 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,160 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,175 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,191 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,204 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,219 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 15:27:52,233 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,249 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,262 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,278 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,291 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,307 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,322 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.809, mIoU: 0.240
2023-07-24 15:27:52,336 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,352 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,367 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,382 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,397 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,413 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,428 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,444 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,458 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,473 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,488 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,501 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.808, mIoU: 0.240
2023-07-24 15:27:52,515 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,529 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,545 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.809, mIoU: 0.241
2023-07-24 15:27:52,559 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.808, mIoU: 0.241
2023-07-24 15:27:52,576 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.807, mIoU: 0.240
2023-07-24 15:27:52,591 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,604 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,619 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,635 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,651 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,664 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,680 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,695 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,709 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,723 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,740 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.807, mIoU: 0.241
2023-07-24 15:27:52,755 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,768 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,780 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,797 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,812 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.806, mIoU: 0.243
2023-07-24 15:27:52,827 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,840 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,855 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,870 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,885 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,900 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:52,913 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,928 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,941 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,956 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,970 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,983 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:52,999 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,013 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,029 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,044 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,060 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,074 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,089 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,104 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,120 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,136 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,151 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,167 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,183 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,193 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,207 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,221 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.808, mIoU: 0.244
2023-07-24 15:27:53,236 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.808, mIoU: 0.244
2023-07-24 15:27:53,251 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,267 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,280 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,295 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,310 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,324 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,340 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,356 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,369 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,386 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,401 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,417 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,430 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,446 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,461 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.807, mIoU: 0.244
2023-07-24 15:27:53,477 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,490 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,506 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,522 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,535 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,550 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,565 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,578 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,593 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,606 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.807, mIoU: 0.243
2023-07-24 15:27:53,621 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,636 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,651 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,666 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,681 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,696 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,709 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,722 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.808, mIoU: 0.244
2023-07-24 15:27:53,737 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,750 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,764 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,779 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,794 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,810 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,826 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,839 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,853 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,869 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,885 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 15:27:53,899 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,914 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,928 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,944 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,958 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,975 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.808, mIoU: 0.242
2023-07-24 15:27:53,990 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.809, mIoU: 0.242
2023-07-24 15:27:54,005 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,015 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,031 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,047 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.809, mIoU: 0.242
2023-07-24 15:27:54,061 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.809, mIoU: 0.242
2023-07-24 15:27:54,075 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.809, mIoU: 0.242
2023-07-24 15:27:54,091 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,106 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,119 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,134 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,150 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,166 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,181 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,197 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,213 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.809, mIoU: 0.243
2023-07-24 15:27:54,229 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,243 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,258 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,273 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,288 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.810, mIoU: 0.243
2023-07-24 15:27:54,301 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.809, mIoU: 0.244
2023-07-24 15:27:54,316 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,331 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,346 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,353 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,367 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,380 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,392 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,404 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,419 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,434 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,449 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,461 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,474 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,489 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,499 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,515 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,528 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,543 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,558 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,574 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,589 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,600 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,614 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,629 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,644 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,660 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,676 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,689 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,700 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,711 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,724 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,736 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,751 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,764 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,779 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 15:27:54,795 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,810 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,825 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:54,840 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,855 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,870 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,886 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,900 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,915 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,930 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,945 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,958 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,972 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,987 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:54,999 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,016 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:55,029 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:55,044 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:55,059 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,077 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,093 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,106 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,121 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,136 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,151 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,167 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,180 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 15:27:55,193 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 15:27:55,208 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 15:27:55,223 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 15:27:55,238 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,253 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 15:27:55,269 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.810, mIoU: 0.246
2023-07-24 15:27:55,284 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.810, mIoU: 0.246
2023-07-24 15:27:55,299 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:55,314 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,327 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,343 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,353 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,367 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,382 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,394 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,409 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,424 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 15:27:55,440 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,456 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,472 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.809, mIoU: 0.246
2023-07-24 15:27:55,487 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,502 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,515 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,530 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,543 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,558 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,573 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,586 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,601 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,615 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 15:27:55,630 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,645 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,661 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,677 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,692 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,706 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,719 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 15:27:55,734 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,748 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,762 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,778 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,793 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,808 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,821 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,835 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,850 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 15:27:55,866 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,881 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 15:27:55,895 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,908 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,923 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,938 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,954 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,969 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,984 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 15:27:55,998 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 15:27:56,013 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 15:27:56,027 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,043 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,058 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 15:27:56,073 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,088 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,101 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 15:27:56,117 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,132 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,148 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:56,161 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,176 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,191 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,207 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,221 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,236 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,251 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,266 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,281 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,296 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,312 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,325 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,341 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,357 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,370 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,384 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,397 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,406 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,421 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,436 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,449 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,464 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.806, mIoU: 0.250
2023-07-24 15:27:56,479 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,492 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,505 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,520 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,535 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,550 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,567 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,581 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,598 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,612 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,625 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,640 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,655 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,671 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,684 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,697 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,712 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:56,728 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:56,743 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,759 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,772 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,788 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,802 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,815 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,831 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,846 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,861 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,876 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,890 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,905 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,920 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,935 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:56,950 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:56,963 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:56,978 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:56,991 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,004 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,017 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,032 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,047 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,061 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,077 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,087 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,101 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,117 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,133 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,146 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,162 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,178 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,193 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,207 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,221 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,237 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,250 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,265 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,278 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,291 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,306 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:27:57,321 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 15:27:57,336 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 15:27:57,351 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 15:27:57,364 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,379 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,394 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 15:27:57,406 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,420 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 15:27:57,435 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.806, mIoU: 0.248
2023-07-24 15:27:57,450 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.806, mIoU: 0.248
2023-07-24 15:27:57,465 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,477 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,490 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,505 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.806, mIoU: 0.248
2023-07-24 15:27:57,520 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,535 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,548 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,563 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,580 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,594 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,604 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,620 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,636 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,651 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,667 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,680 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,695 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 15:27:57,710 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,723 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,739 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,754 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,769 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,785 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,800 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,814 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,828 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,843 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,856 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,870 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 15:27:57,885 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.805, mIoU: 0.247
2023-07-24 15:27:57,901 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:57,915 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:57,930 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:57,942 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.804, mIoU: 0.245
2023-07-24 15:27:57,957 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:57,973 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:57,989 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:58,002 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:58,017 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:58,034 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,049 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,060 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,076 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,091 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,101 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,116 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,131 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,147 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,160 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,172 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.804, mIoU: 0.246
2023-07-24 15:27:58,187 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,201 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,215 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,228 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,244 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,256 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,269 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,284 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,299 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,314 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,328 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,344 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,357 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,373 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,387 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,402 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,417 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,430 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,443 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,459 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,474 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,490 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,503 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,516 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,531 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,546 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,560 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,573 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,588 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,603 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,618 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,633 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,648 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,664 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,676 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,691 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,706 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,719 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,734 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,749 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,765 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,780 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,794 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:27:58,810 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,824 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,839 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,854 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,869 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:58,885 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.802, mIoU: 0.245
2023-07-24 15:27:58,899 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.802, mIoU: 0.245
2023-07-24 15:27:58,915 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.802, mIoU: 0.245
2023-07-24 15:27:58,930 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,943 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,955 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.802, mIoU: 0.245
2023-07-24 15:27:58,970 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,986 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:58,999 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:59,014 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:59,029 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:59,044 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:59,058 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.803, mIoU: 0.245
2023-07-24 15:27:59,073 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,088 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,102 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,116 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,129 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,142 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,155 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,168 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,184 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,199 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,212 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,225 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,240 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,251 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,265 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,280 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,296 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,311 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,327 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,340 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,355 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,370 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.802, mIoU: 0.246
2023-07-24 15:27:59,383 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,399 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,415 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,431 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,445 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,460 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,475 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,490 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:27:59,505 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,518 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,534 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,549 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,565 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:27:59,579 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,592 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,607 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,622 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,637 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,652 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,667 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,682 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,698 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,708 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,722 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:27:59,735 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,749 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,766 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,781 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,795 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,807 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,820 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,834 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,849 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,863 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,878 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,893 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,907 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,922 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:27:59,938 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:27:59,951 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:27:59,967 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:27:59,982 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:27:59,996 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,011 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,023 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,039 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,055 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,070 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,086 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,099 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,113 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,127 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:00,142 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,157 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,170 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,183 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,198 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,213 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,228 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,241 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,256 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,273 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,288 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,303 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,318 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,326 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,341 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,354 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,367 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:00,382 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,397 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,412 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,428 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,444 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,459 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,475 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,488 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,503 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,520 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:28:00,535 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.803, mIoU: 0.246
2023-07-24 15:28:00,551 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,566 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,583 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,596 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,611 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,626 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,641 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,654 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,667 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,682 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,697 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,711 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,726 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,741 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,756 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,771 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,784 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,799 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,813 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,828 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,843 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,858 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,874 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,887 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.804, mIoU: 0.247
2023-07-24 15:28:00,902 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.803, mIoU: 0.247
2023-07-24 15:28:00,917 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,933 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,948 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,963 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,978 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:00,994 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:01,007 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.803, mIoU: 0.248
2023-07-24 15:28:01,022 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:01,036 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:01,051 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:01,066 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:01,081 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.804, mIoU: 0.248
2023-07-24 15:28:01,097 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,112 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,126 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,135 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,150 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,163 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,178 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,193 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,208 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,223 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,235 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,245 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,261 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,276 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,291 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,305 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,320 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,334 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,348 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,363 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,379 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,393 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,408 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 15:28:01,422 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,437 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,452 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,468 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,481 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,496 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,511 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,526 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 15:28:01,542 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,556 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,570 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,585 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:01,601 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 15:28:18,782 semantic_segmentation INFO: Iters: 9610/150000 || Lr: 0.018843 || Task Loss: 1.2407 || KD Loss: 0.5913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:01 || Estimated Time: 2 days, 20:25:10
2023-07-24 15:28:35,848 semantic_segmentation INFO: Iters: 9620/150000 || Lr: 0.018842 || Task Loss: 1.5153 || KD Loss: 0.6928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:18 || Estimated Time: 2 days, 20:24:46
2023-07-24 15:28:52,998 semantic_segmentation INFO: Iters: 9630/150000 || Lr: 0.018841 || Task Loss: 1.2443 || KD Loss: 0.5913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:35 || Estimated Time: 2 days, 20:24:23
2023-07-24 15:29:10,313 semantic_segmentation INFO: Iters: 9640/150000 || Lr: 0.018840 || Task Loss: 1.2571 || KD Loss: 0.5031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:52 || Estimated Time: 2 days, 20:24:01
2023-07-24 15:29:27,536 semantic_segmentation INFO: Iters: 9650/150000 || Lr: 0.018838 || Task Loss: 1.5322 || KD Loss: 0.8355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:09 || Estimated Time: 2 days, 20:23:40
2023-07-24 15:29:44,710 semantic_segmentation INFO: Iters: 9660/150000 || Lr: 0.018837 || Task Loss: 0.9268 || KD Loss: 0.4733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:26 || Estimated Time: 2 days, 20:23:16
2023-07-24 15:30:01,913 semantic_segmentation INFO: Iters: 9670/150000 || Lr: 0.018836 || Task Loss: 1.2085 || KD Loss: 0.6590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:44 || Estimated Time: 2 days, 20:22:54
2023-07-24 15:30:19,509 semantic_segmentation INFO: Iters: 9680/150000 || Lr: 0.018835 || Task Loss: 0.8801 || KD Loss: 0.3830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:01 || Estimated Time: 2 days, 20:22:37
2023-07-24 15:30:36,543 semantic_segmentation INFO: Iters: 9690/150000 || Lr: 0.018833 || Task Loss: 1.0740 || KD Loss: 0.5451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:18 || Estimated Time: 2 days, 20:22:13
2023-07-24 15:30:54,024 semantic_segmentation INFO: Iters: 9700/150000 || Lr: 0.018832 || Task Loss: 1.2348 || KD Loss: 0.5481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:36 || Estimated Time: 2 days, 20:21:54
2023-07-24 15:31:11,166 semantic_segmentation INFO: Iters: 9710/150000 || Lr: 0.018831 || Task Loss: 1.2719 || KD Loss: 0.4485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:53 || Estimated Time: 2 days, 20:21:31
2023-07-24 15:31:28,854 semantic_segmentation INFO: Iters: 9720/150000 || Lr: 0.018830 || Task Loss: 1.3357 || KD Loss: 0.5353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:11 || Estimated Time: 2 days, 20:21:15
2023-07-24 15:31:45,976 semantic_segmentation INFO: Iters: 9730/150000 || Lr: 0.018829 || Task Loss: 1.2949 || KD Loss: 0.4381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:28 || Estimated Time: 2 days, 20:20:52
2023-07-24 15:32:03,178 semantic_segmentation INFO: Iters: 9740/150000 || Lr: 0.018827 || Task Loss: 0.8662 || KD Loss: 0.3722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:45 || Estimated Time: 2 days, 20:20:30
2023-07-24 15:32:20,693 semantic_segmentation INFO: Iters: 9750/150000 || Lr: 0.018826 || Task Loss: 1.4868 || KD Loss: 0.7106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:02 || Estimated Time: 2 days, 20:20:11
2023-07-24 15:32:37,860 semantic_segmentation INFO: Iters: 9760/150000 || Lr: 0.018825 || Task Loss: 1.5805 || KD Loss: 0.7211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:20 || Estimated Time: 2 days, 20:19:48
2023-07-24 15:32:55,170 semantic_segmentation INFO: Iters: 9770/150000 || Lr: 0.018824 || Task Loss: 0.9780 || KD Loss: 0.3773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:37 || Estimated Time: 2 days, 20:19:27
2023-07-24 15:33:12,388 semantic_segmentation INFO: Iters: 9780/150000 || Lr: 0.018823 || Task Loss: 1.4408 || KD Loss: 0.6872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:54 || Estimated Time: 2 days, 20:19:05
2023-07-24 15:33:29,586 semantic_segmentation INFO: Iters: 9790/150000 || Lr: 0.018821 || Task Loss: 1.1355 || KD Loss: 0.5538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:11 || Estimated Time: 2 days, 20:18:43
2023-07-24 15:33:46,752 semantic_segmentation INFO: Iters: 9800/150000 || Lr: 0.018820 || Task Loss: 1.4459 || KD Loss: 0.6988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:29 || Estimated Time: 2 days, 20:18:20
2023-07-24 15:34:03,984 semantic_segmentation INFO: Iters: 9810/150000 || Lr: 0.018819 || Task Loss: 1.4374 || KD Loss: 0.6376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:46 || Estimated Time: 2 days, 20:17:58
2023-07-24 15:34:21,091 semantic_segmentation INFO: Iters: 9820/150000 || Lr: 0.018818 || Task Loss: 1.0340 || KD Loss: 0.4464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:03 || Estimated Time: 2 days, 20:17:34
2023-07-24 15:34:38,300 semantic_segmentation INFO: Iters: 9830/150000 || Lr: 0.018817 || Task Loss: 1.1170 || KD Loss: 0.4433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:20 || Estimated Time: 2 days, 20:17:12
2023-07-24 15:34:55,409 semantic_segmentation INFO: Iters: 9840/150000 || Lr: 0.018815 || Task Loss: 1.1457 || KD Loss: 0.4902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:37 || Estimated Time: 2 days, 20:16:49
2023-07-24 15:35:12,686 semantic_segmentation INFO: Iters: 9850/150000 || Lr: 0.018814 || Task Loss: 1.2382 || KD Loss: 0.6471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:54 || Estimated Time: 2 days, 20:16:27
2023-07-24 15:35:29,998 semantic_segmentation INFO: Iters: 9860/150000 || Lr: 0.018813 || Task Loss: 1.1203 || KD Loss: 0.5231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:12 || Estimated Time: 2 days, 20:16:06
2023-07-24 15:35:47,465 semantic_segmentation INFO: Iters: 9870/150000 || Lr: 0.018812 || Task Loss: 1.3565 || KD Loss: 0.5549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:29 || Estimated Time: 2 days, 20:15:49
2023-07-24 15:36:05,051 semantic_segmentation INFO: Iters: 9880/150000 || Lr: 0.018811 || Task Loss: 1.4404 || KD Loss: 0.7604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:47 || Estimated Time: 2 days, 20:15:31
2023-07-24 15:36:22,228 semantic_segmentation INFO: Iters: 9890/150000 || Lr: 0.018809 || Task Loss: 1.1286 || KD Loss: 0.6193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:04 || Estimated Time: 2 days, 20:15:08
2023-07-24 15:36:39,250 semantic_segmentation INFO: Iters: 9900/150000 || Lr: 0.018808 || Task Loss: 1.4679 || KD Loss: 0.8011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:21 || Estimated Time: 2 days, 20:14:44
2023-07-24 15:36:56,441 semantic_segmentation INFO: Iters: 9910/150000 || Lr: 0.018807 || Task Loss: 1.3503 || KD Loss: 0.6113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:38 || Estimated Time: 2 days, 20:14:22
2023-07-24 15:37:13,853 semantic_segmentation INFO: Iters: 9920/150000 || Lr: 0.018806 || Task Loss: 0.9407 || KD Loss: 0.3766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:56 || Estimated Time: 2 days, 20:14:03
2023-07-24 15:37:31,133 semantic_segmentation INFO: Iters: 9930/150000 || Lr: 0.018804 || Task Loss: 0.8797 || KD Loss: 0.3687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:13 || Estimated Time: 2 days, 20:13:41
2023-07-24 15:37:48,477 semantic_segmentation INFO: Iters: 9940/150000 || Lr: 0.018803 || Task Loss: 1.7244 || KD Loss: 1.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:30 || Estimated Time: 2 days, 20:13:21
2023-07-24 15:38:05,642 semantic_segmentation INFO: Iters: 9950/150000 || Lr: 0.018802 || Task Loss: 1.0413 || KD Loss: 0.4622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:47 || Estimated Time: 2 days, 20:12:58
2023-07-24 15:38:22,838 semantic_segmentation INFO: Iters: 9960/150000 || Lr: 0.018801 || Task Loss: 1.1161 || KD Loss: 0.5441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:05 || Estimated Time: 2 days, 20:12:35
2023-07-24 15:38:40,029 semantic_segmentation INFO: Iters: 9970/150000 || Lr: 0.018800 || Task Loss: 1.2998 || KD Loss: 0.5098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:22 || Estimated Time: 2 days, 20:12:13
2023-07-24 15:38:57,245 semantic_segmentation INFO: Iters: 9980/150000 || Lr: 0.018798 || Task Loss: 1.0590 || KD Loss: 0.4856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:39 || Estimated Time: 2 days, 20:11:51
2023-07-24 15:39:14,445 semantic_segmentation INFO: Iters: 9990/150000 || Lr: 0.018797 || Task Loss: 1.3624 || KD Loss: 0.6528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:56 || Estimated Time: 2 days, 20:11:29
2023-07-24 15:39:31,991 semantic_segmentation INFO: Iters: 10000/150000 || Lr: 0.018796 || Task Loss: 1.1548 || KD Loss: 0.5704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:14 || Estimated Time: 2 days, 20:11:12
2023-07-24 15:39:49,233 semantic_segmentation INFO: Iters: 10010/150000 || Lr: 0.018795 || Task Loss: 1.0449 || KD Loss: 0.4652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:31 || Estimated Time: 2 days, 20:10:50
2023-07-24 15:40:06,971 semantic_segmentation INFO: Iters: 10020/150000 || Lr: 0.018794 || Task Loss: 1.4513 || KD Loss: 0.5971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:49 || Estimated Time: 2 days, 20:10:35
2023-07-24 15:40:24,354 semantic_segmentation INFO: Iters: 10030/150000 || Lr: 0.018792 || Task Loss: 1.1797 || KD Loss: 0.5021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:06 || Estimated Time: 2 days, 20:10:16
2023-07-24 15:40:41,482 semantic_segmentation INFO: Iters: 10040/150000 || Lr: 0.018791 || Task Loss: 1.0643 || KD Loss: 0.4544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:23 || Estimated Time: 2 days, 20:09:52
2023-07-24 15:40:58,916 semantic_segmentation INFO: Iters: 10050/150000 || Lr: 0.018790 || Task Loss: 0.9261 || KD Loss: 0.3840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:41 || Estimated Time: 2 days, 20:09:34
2023-07-24 15:41:16,119 semantic_segmentation INFO: Iters: 10060/150000 || Lr: 0.018789 || Task Loss: 1.6139 || KD Loss: 0.6934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:58 || Estimated Time: 2 days, 20:09:11
2023-07-24 15:41:33,314 semantic_segmentation INFO: Iters: 10070/150000 || Lr: 0.018788 || Task Loss: 1.4617 || KD Loss: 0.6638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:15 || Estimated Time: 2 days, 20:08:49
2023-07-24 15:41:50,537 semantic_segmentation INFO: Iters: 10080/150000 || Lr: 0.018786 || Task Loss: 0.8410 || KD Loss: 0.3466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:32 || Estimated Time: 2 days, 20:08:28
2023-07-24 15:42:07,800 semantic_segmentation INFO: Iters: 10090/150000 || Lr: 0.018785 || Task Loss: 2.0486 || KD Loss: 1.1280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:50 || Estimated Time: 2 days, 20:08:06
2023-07-24 15:42:25,672 semantic_segmentation INFO: Iters: 10100/150000 || Lr: 0.018784 || Task Loss: 1.3289 || KD Loss: 0.5852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:07 || Estimated Time: 2 days, 20:07:53
2023-07-24 15:42:42,761 semantic_segmentation INFO: Iters: 10110/150000 || Lr: 0.018783 || Task Loss: 1.0268 || KD Loss: 0.4100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:25 || Estimated Time: 2 days, 20:07:30
2023-07-24 15:43:00,029 semantic_segmentation INFO: Iters: 10120/150000 || Lr: 0.018782 || Task Loss: 1.5356 || KD Loss: 0.7548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:42 || Estimated Time: 2 days, 20:07:09
2023-07-24 15:43:17,243 semantic_segmentation INFO: Iters: 10130/150000 || Lr: 0.018780 || Task Loss: 0.9657 || KD Loss: 0.4279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:59 || Estimated Time: 2 days, 20:06:47
2023-07-24 15:43:34,476 semantic_segmentation INFO: Iters: 10140/150000 || Lr: 0.018779 || Task Loss: 0.8400 || KD Loss: 0.3107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:16 || Estimated Time: 2 days, 20:06:25
2023-07-24 15:43:51,750 semantic_segmentation INFO: Iters: 10150/150000 || Lr: 0.018778 || Task Loss: 1.2998 || KD Loss: 0.6342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:34 || Estimated Time: 2 days, 20:06:04
2023-07-24 15:44:09,264 semantic_segmentation INFO: Iters: 10160/150000 || Lr: 0.018777 || Task Loss: 1.2644 || KD Loss: 0.6109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2371|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:51 || Estimated Time: 2 days, 20:05:46
2023-07-24 15:44:26,481 semantic_segmentation INFO: Iters: 10170/150000 || Lr: 0.018775 || Task Loss: 1.7264 || KD Loss: 0.7861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:08 || Estimated Time: 2 days, 20:05:24
2023-07-24 15:44:43,861 semantic_segmentation INFO: Iters: 10180/150000 || Lr: 0.018774 || Task Loss: 1.1793 || KD Loss: 0.6091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:26 || Estimated Time: 2 days, 20:05:05
2023-07-24 15:45:01,230 semantic_segmentation INFO: Iters: 10190/150000 || Lr: 0.018773 || Task Loss: 0.9154 || KD Loss: 0.3746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:43 || Estimated Time: 2 days, 20:04:45
2023-07-24 15:45:18,909 semantic_segmentation INFO: Iters: 10200/150000 || Lr: 0.018772 || Task Loss: 1.2351 || KD Loss: 0.4766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:01 || Estimated Time: 2 days, 20:04:29
2023-07-24 15:45:35,998 semantic_segmentation INFO: Iters: 10210/150000 || Lr: 0.018771 || Task Loss: 1.4577 || KD Loss: 0.7154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:18 || Estimated Time: 2 days, 20:04:06
2023-07-24 15:45:53,188 semantic_segmentation INFO: Iters: 10220/150000 || Lr: 0.018769 || Task Loss: 1.5589 || KD Loss: 0.8073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:35 || Estimated Time: 2 days, 20:03:44
2023-07-24 15:46:10,628 semantic_segmentation INFO: Iters: 10230/150000 || Lr: 0.018768 || Task Loss: 0.9698 || KD Loss: 0.3786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:52 || Estimated Time: 2 days, 20:03:25
2023-07-24 15:46:27,771 semantic_segmentation INFO: Iters: 10240/150000 || Lr: 0.018767 || Task Loss: 1.2777 || KD Loss: 0.6570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:10 || Estimated Time: 2 days, 20:03:02
2023-07-24 15:46:44,903 semantic_segmentation INFO: Iters: 10250/150000 || Lr: 0.018766 || Task Loss: 1.0700 || KD Loss: 0.4682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:27 || Estimated Time: 2 days, 20:02:39
2023-07-24 15:47:02,400 semantic_segmentation INFO: Iters: 10260/150000 || Lr: 0.018765 || Task Loss: 1.5657 || KD Loss: 0.8077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:44 || Estimated Time: 2 days, 20:02:21
2023-07-24 15:47:19,832 semantic_segmentation INFO: Iters: 10270/150000 || Lr: 0.018763 || Task Loss: 1.0933 || KD Loss: 0.4900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:02 || Estimated Time: 2 days, 20:02:03
2023-07-24 15:47:37,031 semantic_segmentation INFO: Iters: 10280/150000 || Lr: 0.018762 || Task Loss: 1.3311 || KD Loss: 0.5917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:19 || Estimated Time: 2 days, 20:01:40
2023-07-24 15:47:54,238 semantic_segmentation INFO: Iters: 10290/150000 || Lr: 0.018761 || Task Loss: 1.5354 || KD Loss: 0.6751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:36 || Estimated Time: 2 days, 20:01:19
2023-07-24 15:48:11,641 semantic_segmentation INFO: Iters: 10300/150000 || Lr: 0.018760 || Task Loss: 1.1251 || KD Loss: 0.4851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:53 || Estimated Time: 2 days, 20:00:59
2023-07-24 15:48:28,850 semantic_segmentation INFO: Iters: 10310/150000 || Lr: 0.018759 || Task Loss: 1.0099 || KD Loss: 0.4079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:11 || Estimated Time: 2 days, 20:00:38
2023-07-24 15:48:46,100 semantic_segmentation INFO: Iters: 10320/150000 || Lr: 0.018757 || Task Loss: 0.8408 || KD Loss: 0.3729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:28 || Estimated Time: 2 days, 20:00:16
2023-07-24 15:49:03,340 semantic_segmentation INFO: Iters: 10330/150000 || Lr: 0.018756 || Task Loss: 1.2006 || KD Loss: 0.5095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:45 || Estimated Time: 2 days, 19:59:55
2023-07-24 15:49:20,625 semantic_segmentation INFO: Iters: 10340/150000 || Lr: 0.018755 || Task Loss: 0.8363 || KD Loss: 0.3038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:02 || Estimated Time: 2 days, 19:59:34
2023-07-24 15:49:37,954 semantic_segmentation INFO: Iters: 10350/150000 || Lr: 0.018754 || Task Loss: 1.4542 || KD Loss: 0.7151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:20 || Estimated Time: 2 days, 19:59:14
2023-07-24 15:49:55,061 semantic_segmentation INFO: Iters: 10360/150000 || Lr: 0.018753 || Task Loss: 1.1641 || KD Loss: 0.4427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:37 || Estimated Time: 2 days, 19:58:50
2023-07-24 15:50:12,254 semantic_segmentation INFO: Iters: 10370/150000 || Lr: 0.018751 || Task Loss: 1.1222 || KD Loss: 0.4771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:54 || Estimated Time: 2 days, 19:58:28
2023-07-24 15:50:29,433 semantic_segmentation INFO: Iters: 10380/150000 || Lr: 0.018750 || Task Loss: 1.1460 || KD Loss: 0.5017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:11 || Estimated Time: 2 days, 19:58:06
2023-07-24 15:50:46,668 semantic_segmentation INFO: Iters: 10390/150000 || Lr: 0.018749 || Task Loss: 1.8992 || KD Loss: 0.9177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:28 || Estimated Time: 2 days, 19:57:45
2023-07-24 15:51:03,964 semantic_segmentation INFO: Iters: 10400/150000 || Lr: 0.018748 || Task Loss: 1.6057 || KD Loss: 0.8370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:46 || Estimated Time: 2 days, 19:57:24
2023-07-24 15:51:04,086 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:51:04,496 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.084
2023-07-24 15:51:04,528 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.822, mIoU: 0.112
2023-07-24 15:51:04,541 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.858, mIoU: 0.112
2023-07-24 15:51:04,556 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.880, mIoU: 0.114
2023-07-24 15:51:04,570 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.846, mIoU: 0.162
2023-07-24 15:51:04,584 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.854, mIoU: 0.197
2023-07-24 15:51:04,599 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.810, mIoU: 0.186
2023-07-24 15:51:04,614 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.827, mIoU: 0.195
2023-07-24 15:51:04,627 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.830, mIoU: 0.193
2023-07-24 15:51:04,642 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.830, mIoU: 0.191
2023-07-24 15:51:04,657 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.828, mIoU: 0.216
2023-07-24 15:51:04,673 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.835, mIoU: 0.217
2023-07-24 15:51:04,686 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.803, mIoU: 0.214
2023-07-24 15:51:04,700 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.789, mIoU: 0.196
2023-07-24 15:51:04,715 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.787, mIoU: 0.209
2023-07-24 15:51:04,728 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.791, mIoU: 0.202
2023-07-24 15:51:04,740 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.789, mIoU: 0.202
2023-07-24 15:51:04,754 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.785, mIoU: 0.199
2023-07-24 15:51:04,770 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.792, mIoU: 0.193
2023-07-24 15:51:04,788 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.800, mIoU: 0.222
2023-07-24 15:51:04,803 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.806, mIoU: 0.224
2023-07-24 15:51:04,820 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.809, mIoU: 0.221
2023-07-24 15:51:04,836 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.803, mIoU: 0.244
2023-07-24 15:51:04,854 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.804, mIoU: 0.244
2023-07-24 15:51:04,871 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.802, mIoU: 0.242
2023-07-24 15:51:04,886 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.804, mIoU: 0.255
2023-07-24 15:51:04,902 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 15:51:04,914 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.813, mIoU: 0.251
2023-07-24 15:51:04,931 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.812, mIoU: 0.244
2023-07-24 15:51:04,947 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.819, mIoU: 0.245
2023-07-24 15:51:04,961 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.822, mIoU: 0.246
2023-07-24 15:51:04,977 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.826, mIoU: 0.248
2023-07-24 15:51:04,992 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.826, mIoU: 0.240
2023-07-24 15:51:05,007 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.824, mIoU: 0.234
2023-07-24 15:51:05,022 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.820, mIoU: 0.234
2023-07-24 15:51:05,037 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.823, mIoU: 0.235
2023-07-24 15:51:05,050 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.826, mIoU: 0.232
2023-07-24 15:51:05,062 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.829, mIoU: 0.240
2023-07-24 15:51:05,079 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.827, mIoU: 0.233
2023-07-24 15:51:05,091 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.827, mIoU: 0.235
2023-07-24 15:51:05,104 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.826, mIoU: 0.259
2023-07-24 15:51:05,119 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.830, mIoU: 0.259
2023-07-24 15:51:05,133 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.825, mIoU: 0.257
2023-07-24 15:51:05,146 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.827, mIoU: 0.257
2023-07-24 15:51:05,160 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.826, mIoU: 0.260
2023-07-24 15:51:05,176 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.828, mIoU: 0.257
2023-07-24 15:51:05,189 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.828, mIoU: 0.260
2023-07-24 15:51:05,202 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.825, mIoU: 0.261
2023-07-24 15:51:05,216 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.824, mIoU: 0.256
2023-07-24 15:51:05,233 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.825, mIoU: 0.254
2023-07-24 15:51:05,249 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.824, mIoU: 0.253
2023-07-24 15:51:05,265 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.827, mIoU: 0.253
2023-07-24 15:51:05,278 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.829, mIoU: 0.251
2023-07-24 15:51:05,294 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.827, mIoU: 0.251
2023-07-24 15:51:05,309 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.827, mIoU: 0.251
2023-07-24 15:51:05,322 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.823, mIoU: 0.247
2023-07-24 15:51:05,338 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.822, mIoU: 0.246
2023-07-24 15:51:05,355 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.826, mIoU: 0.244
2023-07-24 15:51:05,369 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.825, mIoU: 0.247
2023-07-24 15:51:05,385 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.818, mIoU: 0.256
2023-07-24 15:51:05,399 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.818, mIoU: 0.262
2023-07-24 15:51:05,414 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.816, mIoU: 0.260
2023-07-24 15:51:05,428 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.819, mIoU: 0.260
2023-07-24 15:51:05,446 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.814, mIoU: 0.254
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2023-07-24 15:51:05,491 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.819, mIoU: 0.260
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2023-07-24 15:51:05,521 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.821, mIoU: 0.261
2023-07-24 15:51:05,536 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.817, mIoU: 0.258
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2023-07-24 15:51:05,566 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.819, mIoU: 0.260
2023-07-24 15:51:05,581 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.819, mIoU: 0.260
2023-07-24 15:51:05,596 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.820, mIoU: 0.259
2023-07-24 15:51:05,611 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.822, mIoU: 0.278
2023-07-24 15:51:05,627 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.817, mIoU: 0.277
2023-07-24 15:51:05,642 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.811, mIoU: 0.270
2023-07-24 15:51:05,651 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.810, mIoU: 0.269
2023-07-24 15:51:05,667 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.812, mIoU: 0.277
2023-07-24 15:51:05,683 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.812, mIoU: 0.279
2023-07-24 15:51:05,696 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.803, mIoU: 0.270
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2023-07-24 15:51:05,726 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.799, mIoU: 0.269
2023-07-24 15:51:05,741 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.795, mIoU: 0.264
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2023-07-24 15:51:05,803 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.795, mIoU: 0.253
2023-07-24 15:51:05,819 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.794, mIoU: 0.253
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2023-07-24 15:51:05,848 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.797, mIoU: 0.257
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2023-07-24 15:51:05,880 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.795, mIoU: 0.258
2023-07-24 15:51:05,895 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.790, mIoU: 0.255
2023-07-24 15:51:05,911 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.788, mIoU: 0.255
2023-07-24 15:51:05,926 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.789, mIoU: 0.255
2023-07-24 15:51:05,940 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.790, mIoU: 0.255
2023-07-24 15:51:05,953 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.792, mIoU: 0.258
2023-07-24 15:51:05,969 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.791, mIoU: 0.258
2023-07-24 15:51:05,982 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.789, mIoU: 0.261
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2023-07-24 15:51:06,252 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.785, mIoU: 0.252
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2023-07-24 15:51:06,379 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.785, mIoU: 0.248
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2023-07-24 15:51:10,782 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.782, mIoU: 0.247
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2023-07-24 15:51:10,811 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.783, mIoU: 0.247
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2023-07-24 15:51:10,855 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.784, mIoU: 0.246
2023-07-24 15:51:10,870 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.784, mIoU: 0.246
2023-07-24 15:51:10,886 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.784, mIoU: 0.246
2023-07-24 15:51:10,900 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.784, mIoU: 0.247
2023-07-24 15:51:10,916 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.784, mIoU: 0.247
2023-07-24 15:51:10,932 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.784, mIoU: 0.248
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2023-07-24 15:51:10,963 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.784, mIoU: 0.247
2023-07-24 15:51:10,978 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.783, mIoU: 0.247
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2023-07-24 15:51:11,008 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.783, mIoU: 0.248
2023-07-24 15:51:11,023 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.781, mIoU: 0.247
2023-07-24 15:51:11,036 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.781, mIoU: 0.247
2023-07-24 15:51:11,049 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.781, mIoU: 0.247
2023-07-24 15:51:11,065 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.779, mIoU: 0.246
2023-07-24 15:51:11,081 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,096 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,111 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.779, mIoU: 0.244
2023-07-24 15:51:11,125 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.779, mIoU: 0.243
2023-07-24 15:51:11,140 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.779, mIoU: 0.243
2023-07-24 15:51:11,154 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.779, mIoU: 0.244
2023-07-24 15:51:11,164 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.779, mIoU: 0.244
2023-07-24 15:51:11,179 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.779, mIoU: 0.244
2023-07-24 15:51:11,193 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.780, mIoU: 0.244
2023-07-24 15:51:11,208 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.780, mIoU: 0.244
2023-07-24 15:51:11,224 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.780, mIoU: 0.243
2023-07-24 15:51:11,240 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.780, mIoU: 0.243
2023-07-24 15:51:11,255 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.779, mIoU: 0.243
2023-07-24 15:51:11,270 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.779, mIoU: 0.242
2023-07-24 15:51:11,279 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.779, mIoU: 0.242
2023-07-24 15:51:11,289 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.779, mIoU: 0.242
2023-07-24 15:51:11,303 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.779, mIoU: 0.244
2023-07-24 15:51:11,316 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.779, mIoU: 0.243
2023-07-24 15:51:11,332 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.780, mIoU: 0.244
2023-07-24 15:51:11,345 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.780, mIoU: 0.245
2023-07-24 15:51:11,361 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,377 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,393 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,408 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,424 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,437 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.779, mIoU: 0.245
2023-07-24 15:51:11,452 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.779, mIoU: 0.247
2023-07-24 15:51:11,467 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.779, mIoU: 0.247
2023-07-24 15:51:11,481 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.779, mIoU: 0.248
2023-07-24 15:51:11,497 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.780, mIoU: 0.248
2023-07-24 15:51:11,508 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.780, mIoU: 0.249
2023-07-24 15:51:11,523 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.780, mIoU: 0.248
2023-07-24 15:51:11,538 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.780, mIoU: 0.248
2023-07-24 15:51:11,553 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.780, mIoU: 0.249
2023-07-24 15:51:11,569 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.781, mIoU: 0.249
2023-07-24 15:51:11,585 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 15:51:11,595 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 15:51:11,609 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 15:51:11,625 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 15:51:11,641 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.782, mIoU: 0.255
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2023-07-24 15:51:11,668 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 15:51:11,682 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,698 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,715 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,729 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,739 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,754 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,769 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,782 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,798 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 15:51:11,813 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.784, mIoU: 0.258
2023-07-24 15:51:11,826 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.784, mIoU: 0.258
2023-07-24 15:51:11,842 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,855 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,870 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,886 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,902 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,917 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:11,932 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 15:51:11,945 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 15:51:11,960 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 15:51:11,976 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 15:51:11,990 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.783, mIoU: 0.256
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2023-07-24 15:51:12,053 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 15:51:12,066 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:12,080 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 15:51:12,096 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 15:51:12,111 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 15:51:12,127 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 15:51:12,143 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 15:51:12,156 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 15:51:12,172 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 15:51:12,187 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 15:51:12,201 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:12,216 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:12,228 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.782, mIoU: 0.263
2023-07-24 15:51:12,243 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:12,256 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:12,269 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:12,282 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:12,297 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.782, mIoU: 0.263
2023-07-24 15:51:12,312 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.782, mIoU: 0.263
2023-07-24 15:51:12,327 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:12,342 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:12,351 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:12,366 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:12,382 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:12,398 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,413 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.783, mIoU: 0.260
2023-07-24 15:51:12,428 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,441 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,455 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,470 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.782, mIoU: 0.259
2023-07-24 15:51:12,485 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,500 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:12,513 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.782, mIoU: 0.259
2023-07-24 15:51:12,526 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,541 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,556 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,571 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.782, mIoU: 0.259
2023-07-24 15:51:12,584 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,600 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,615 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,631 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,645 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:12,660 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 15:51:12,675 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:12,689 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,704 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,719 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,735 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,750 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:12,763 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:12,780 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:12,795 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:12,812 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:12,822 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,838 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,854 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.780, mIoU: 0.258
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2023-07-24 15:51:12,882 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 15:51:12,896 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 15:51:12,911 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 15:51:12,926 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 15:51:12,942 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:12,955 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.780, mIoU: 0.256
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2023-07-24 15:51:12,982 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.780, mIoU: 0.256
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2023-07-24 15:51:13,012 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:13,028 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.780, mIoU: 0.257
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2023-07-24 15:51:13,057 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 15:51:13,070 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:13,085 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:13,101 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.781, mIoU: 0.257
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2023-07-24 15:51:13,129 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:13,144 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.782, mIoU: 0.257
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2023-07-24 15:51:13,421 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.780, mIoU: 0.254
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2023-07-24 15:51:13,703 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 15:51:13,718 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 15:51:13,733 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.776, mIoU: 0.251
2023-07-24 15:51:13,751 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,766 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.776, mIoU: 0.251
2023-07-24 15:51:13,782 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.776, mIoU: 0.251
2023-07-24 15:51:13,793 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.776, mIoU: 0.251
2023-07-24 15:51:13,807 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.776, mIoU: 0.251
2023-07-24 15:51:13,823 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,836 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,851 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,865 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 15:51:13,879 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 15:51:13,894 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,911 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 15:51:13,927 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 15:51:13,943 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.777, mIoU: 0.253
2023-07-24 15:51:13,957 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:13,971 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:13,984 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:13,998 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,013 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,028 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 15:51:14,042 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 15:51:14,057 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,072 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,085 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 15:51:14,099 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 15:51:14,114 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,127 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 15:51:14,140 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,153 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,169 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,183 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,197 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 15:51:14,211 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 15:51:14,227 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 15:51:14,242 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 15:51:14,255 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 15:51:14,268 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 15:51:14,275 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 15:51:14,290 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 15:51:14,305 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 15:51:14,320 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 15:51:14,335 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 15:51:14,350 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 15:51:14,365 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 15:51:14,380 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 15:51:14,396 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 15:51:14,408 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 15:51:14,424 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 15:51:14,438 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 15:51:14,454 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 15:51:14,469 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 15:51:14,482 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 15:51:14,496 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 15:51:14,509 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 15:51:14,523 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 15:51:14,536 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,550 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,564 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.782, mIoU: 0.259
2023-07-24 15:51:14,579 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,595 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,606 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,621 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.780, mIoU: 0.259
2023-07-24 15:51:14,634 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,645 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,661 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.781, mIoU: 0.259
2023-07-24 15:51:14,676 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:14,691 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:14,706 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 15:51:14,721 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.782, mIoU: 0.258
2023-07-24 15:51:14,736 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.782, mIoU: 0.258
2023-07-24 15:51:14,750 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.782, mIoU: 0.258
2023-07-24 15:51:14,765 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.782, mIoU: 0.258
2023-07-24 15:51:14,780 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:14,798 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.782, mIoU: 0.259
2023-07-24 15:51:14,813 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:14,829 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:14,845 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:14,857 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:14,870 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:14,883 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:14,898 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:14,915 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:14,928 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:14,941 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:14,956 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:14,970 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:14,985 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,000 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:15,015 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,028 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,043 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.782, mIoU: 0.260
2023-07-24 15:51:15,056 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,071 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,086 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,101 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,117 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,130 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,146 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,162 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,175 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.783, mIoU: 0.260
2023-07-24 15:51:15,189 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.783, mIoU: 0.260
2023-07-24 15:51:15,205 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,220 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,236 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.782, mIoU: 0.261
2023-07-24 15:51:15,251 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,264 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,277 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,291 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,305 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,320 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.783, mIoU: 0.264
2023-07-24 15:51:15,337 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,350 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,365 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,378 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,393 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,408 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,422 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,435 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,451 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,466 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:15,480 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,495 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,510 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,525 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,538 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,553 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,569 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,586 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.782, mIoU: 0.262
2023-07-24 15:51:15,599 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,613 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,627 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,643 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,656 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:15,670 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:15,685 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,701 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,714 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:15,730 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,745 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,761 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,777 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,790 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,803 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,818 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.783, mIoU: 0.260
2023-07-24 15:51:15,832 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,845 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,858 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.783, mIoU: 0.260
2023-07-24 15:51:15,874 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.783, mIoU: 0.261
2023-07-24 15:51:15,887 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,901 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,915 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,931 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,946 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,962 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-24 15:51:15,975 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:15,989 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,004 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,019 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,035 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,050 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,063 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,076 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,087 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,103 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,119 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,133 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,147 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,159 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,172 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,187 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,202 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,216 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,231 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.784, mIoU: 0.261
2023-07-24 15:51:16,244 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,259 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,273 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,288 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,301 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,316 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,331 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.784, mIoU: 0.262
2023-07-24 15:51:16,344 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,359 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,374 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.785, mIoU: 0.263
2023-07-24 15:51:16,389 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,404 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.785, mIoU: 0.263
2023-07-24 15:51:16,419 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.785, mIoU: 0.263
2023-07-24 15:51:16,434 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.785, mIoU: 0.263
2023-07-24 15:51:16,449 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.785, mIoU: 0.263
2023-07-24 15:51:16,463 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,478 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,494 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:16,507 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,520 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,534 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,550 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.784, mIoU: 0.263
2023-07-24 15:51:16,564 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:16,580 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:16,595 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.783, mIoU: 0.263
2023-07-24 15:51:16,607 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,621 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,638 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,653 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,667 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,683 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,697 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,711 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.784, mIoU: 0.265
2023-07-24 15:51:16,725 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,741 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.784, mIoU: 0.264
2023-07-24 15:51:16,756 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:16,769 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:16,781 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:16,798 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.784, mIoU: 0.265
2023-07-24 15:51:16,813 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.784, mIoU: 0.265
2023-07-24 15:51:16,828 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.784, mIoU: 0.265
2023-07-24 15:51:16,841 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.784, mIoU: 0.265
2023-07-24 15:51:16,857 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:16,872 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:16,888 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:16,904 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:16,918 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:16,934 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:16,947 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:16,962 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:16,977 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:16,990 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,006 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:17,019 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.785, mIoU: 0.268
2023-07-24 15:51:17,034 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:17,050 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:17,065 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.784, mIoU: 0.268
2023-07-24 15:51:17,079 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.783, mIoU: 0.268
2023-07-24 15:51:17,094 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.783, mIoU: 0.267
2023-07-24 15:51:17,109 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.783, mIoU: 0.267
2023-07-24 15:51:17,123 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.783, mIoU: 0.267
2023-07-24 15:51:17,139 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.783, mIoU: 0.267
2023-07-24 15:51:17,154 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,170 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,185 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,195 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,210 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,223 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,238 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,253 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,269 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,282 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,298 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,313 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,328 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,345 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.784, mIoU: 0.267
2023-07-24 15:51:17,361 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,374 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,390 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,405 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,420 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,434 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,449 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,464 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,480 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,493 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,509 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,524 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,537 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,551 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,567 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,580 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,595 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,608 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.784, mIoU: 0.266
2023-07-24 15:51:17,622 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,637 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,653 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,668 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,683 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,698 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.785, mIoU: 0.267
2023-07-24 15:51:17,712 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.786, mIoU: 0.267
2023-07-24 15:51:17,725 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.786, mIoU: 0.267
2023-07-24 15:51:17,740 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,753 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,767 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,782 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,797 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,812 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:17,830 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,844 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,857 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,873 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,888 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,902 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,917 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,931 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,947 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.785, mIoU: 0.264
2023-07-24 15:51:17,961 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:17,977 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.785, mIoU: 0.264
2023-07-24 15:51:17,992 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.785, mIoU: 0.264
2023-07-24 15:51:18,007 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,016 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.785, mIoU: 0.264
2023-07-24 15:51:18,032 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.786, mIoU: 0.264
2023-07-24 15:51:18,048 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,061 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.786, mIoU: 0.264
2023-07-24 15:51:18,076 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.786, mIoU: 0.264
2023-07-24 15:51:18,092 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,107 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,121 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,136 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,152 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,168 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,183 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.786, mIoU: 0.264
2023-07-24 15:51:18,198 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.786, mIoU: 0.264
2023-07-24 15:51:18,216 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,232 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,245 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,261 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,276 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,290 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.786, mIoU: 0.265
2023-07-24 15:51:18,303 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.785, mIoU: 0.265
2023-07-24 15:51:18,318 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:18,333 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:18,348 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:18,355 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.785, mIoU: 0.266
2023-07-24 15:51:18,368 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.786, mIoU: 0.266
2023-07-24 15:51:18,381 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.786, mIoU: 0.266
2023-07-24 15:51:18,393 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.786, mIoU: 0.266
2023-07-24 15:51:18,405 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.786, mIoU: 0.267
2023-07-24 15:51:18,420 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,434 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,449 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.786, mIoU: 0.267
2023-07-24 15:51:18,461 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,474 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,490 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,501 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,517 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,530 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,546 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,561 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,577 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.785, mIoU: 0.268
2023-07-24 15:51:18,592 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.785, mIoU: 0.268
2023-07-24 15:51:18,604 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,618 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,633 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,649 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,664 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,680 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,693 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,704 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,716 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,729 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,741 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,756 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,770 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,786 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,801 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,817 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.786, mIoU: 0.268
2023-07-24 15:51:18,831 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,846 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,861 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,876 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,891 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,906 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,920 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,936 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,951 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:18,964 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,977 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.785, mIoU: 0.269
2023-07-24 15:51:18,993 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:19,006 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:19,022 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:19,035 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,050 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.786, mIoU: 0.269
2023-07-24 15:51:19,066 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,083 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,099 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,112 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,127 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,142 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,157 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,172 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,185 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,198 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,213 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.787, mIoU: 0.270
2023-07-24 15:51:19,228 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,243 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.788, mIoU: 0.272
2023-07-24 15:51:19,258 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,273 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,289 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.788, mIoU: 0.271
2023-07-24 15:51:19,304 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,320 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,333 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.787, mIoU: 0.271
2023-07-24 15:51:19,349 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,359 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,373 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,388 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,401 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,416 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,431 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,447 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.786, mIoU: 0.270
2023-07-24 15:51:19,463 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,480 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,495 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,510 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,522 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,538 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,551 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,566 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,581 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,594 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,608 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,621 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.786, mIoU: 0.271
2023-07-24 15:51:19,636 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,651 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,666 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,681 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,696 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,709 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,722 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,738 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.786, mIoU: 0.272
2023-07-24 15:51:19,752 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,765 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,781 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,797 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,812 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,825 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.786, mIoU: 0.273
2023-07-24 15:51:19,838 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,854 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,870 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,885 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,899 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,912 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,927 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,943 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,958 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,974 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:19,989 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.785, mIoU: 0.273
2023-07-24 15:51:20,004 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,019 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,034 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,050 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,065 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,079 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,094 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,107 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,123 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.785, mIoU: 0.274
2023-07-24 15:51:20,138 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.784, mIoU: 0.274
2023-07-24 15:51:20,154 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.784, mIoU: 0.274
2023-07-24 15:51:20,166 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.784, mIoU: 0.274
2023-07-24 15:51:20,181 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,197 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,213 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,226 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,241 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,256 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,271 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,286 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,301 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,316 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,330 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,345 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,362 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,376 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,391 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,405 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,414 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,429 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,445 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,459 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,475 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,491 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,505 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,518 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,534 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.783, mIoU: 0.273
2023-07-24 15:51:20,549 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:20,564 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:20,581 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.783, mIoU: 0.273
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2023-07-24 15:51:20,627 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,640 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,655 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,669 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,684 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,696 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,710 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,724 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,740 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.783, mIoU: 0.274
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2023-07-24 15:51:20,771 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,784 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,799 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,814 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,828 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,844 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,860 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,875 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.783, mIoU: 0.274
2023-07-24 15:51:20,891 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:20,904 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.783, mIoU: 0.276
2023-07-24 15:51:20,920 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.784, mIoU: 0.276
2023-07-24 15:51:20,935 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:20,949 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.783, mIoU: 0.276
2023-07-24 15:51:20,964 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:20,977 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.783, mIoU: 0.275
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2023-07-24 15:51:21,006 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,019 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.783, mIoU: 0.275
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2023-07-24 15:51:21,045 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,060 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,074 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,089 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,099 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,111 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,127 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.783, mIoU: 0.275
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2023-07-24 15:51:21,189 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.783, mIoU: 0.275
2023-07-24 15:51:21,205 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.783, mIoU: 0.276
2023-07-24 15:51:21,219 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.784, mIoU: 0.276
2023-07-24 15:51:21,233 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.783, mIoU: 0.276
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2023-07-24 15:51:21,278 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.784, mIoU: 0.276
2023-07-24 15:51:21,291 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.784, mIoU: 0.276
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2023-07-24 15:51:21,418 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.783, mIoU: 0.275
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2023-07-24 15:51:21,556 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.783, mIoU: 0.276
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2023-07-24 15:51:21,975 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:21,990 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.782, mIoU: 0.274
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2023-07-24 15:51:22,117 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,132 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,147 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.781, mIoU: 0.272
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2023-07-24 15:51:22,187 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,201 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,216 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,229 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,245 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,258 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,271 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,287 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,302 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,317 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,332 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,348 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,362 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,378 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,393 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,408 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,424 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,437 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,451 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,468 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,483 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,499 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,512 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,526 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,541 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,556 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,569 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,582 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,597 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,611 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,626 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,640 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,655 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,670 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,683 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,697 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,711 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,724 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,738 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,753 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,767 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,782 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:22,796 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.779, mIoU: 0.271
2023-07-24 15:51:22,811 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,825 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,839 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,854 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,869 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,884 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,898 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,913 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,928 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,941 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,954 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:22,969 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,984 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:22,998 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,013 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,029 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,045 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,060 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,075 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,091 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,106 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,119 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,133 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,147 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,160 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,173 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:23,189 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,203 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,216 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,229 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,244 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,255 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,269 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,284 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,299 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,314 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,329 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,341 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,356 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,371 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,384 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,399 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,415 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,431 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,445 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,460 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,475 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,490 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,505 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,518 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,534 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,549 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,564 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,579 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,592 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,606 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,621 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:23,636 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,650 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:23,665 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,679 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,695 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:23,704 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:23,718 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:23,731 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,744 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,760 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,774 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:23,788 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:23,800 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,813 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,826 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,841 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,854 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,868 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:23,883 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:23,896 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,911 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:23,926 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,939 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,953 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,968 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,981 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:23,996 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:24,008 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,025 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,040 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,056 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,072 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,086 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,100 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,114 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.782, mIoU: 0.274
2023-07-24 15:51:24,130 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,144 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,157 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,171 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,186 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:24,201 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:24,216 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,228 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,243 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,260 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,275 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,290 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,305 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,313 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,327 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,340 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,352 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,367 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,382 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,396 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,411 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,426 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.781, mIoU: 0.273
2023-07-24 15:51:24,441 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.782, mIoU: 0.273
2023-07-24 15:51:24,456 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,469 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,484 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,501 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,516 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,532 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,546 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,563 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,576 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,590 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,605 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,620 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.781, mIoU: 0.272
2023-07-24 15:51:24,633 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:24,646 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:24,662 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:24,677 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:24,692 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.780, mIoU: 0.271
2023-07-24 15:51:24,707 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:24,722 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:24,737 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:24,752 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:24,765 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,779 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,793 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,807 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,823 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,838 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,853 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,866 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,882 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,897 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:24,912 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:24,927 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,942 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,957 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,972 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:24,985 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,000 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,013 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,028 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,043 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,058 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,073 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.779, mIoU: 0.273
2023-07-24 15:51:25,088 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,102 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,112 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,127 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,140 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,155 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,170 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,185 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,201 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,212 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,222 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,239 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,253 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.779, mIoU: 0.272
2023-07-24 15:51:25,268 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:25,282 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:25,297 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.780, mIoU: 0.272
2023-07-24 15:51:25,311 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,325 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,340 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,355 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,368 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,383 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.780, mIoU: 0.273
2023-07-24 15:51:25,396 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,411 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,425 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,441 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,454 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,469 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,484 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,500 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,516 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.781, mIoU: 0.275
2023-07-24 15:51:25,529 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.781, mIoU: 0.275
2023-07-24 15:51:25,544 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.781, mIoU: 0.275
2023-07-24 15:51:25,559 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.781, mIoU: 0.274
2023-07-24 15:51:25,577 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.780, mIoU: 0.274
2023-07-24 15:51:42,646 semantic_segmentation INFO: Iters: 10410/150000 || Lr: 0.018746 || Task Loss: 1.3370 || KD Loss: 0.5110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2371|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:24 || Estimated Time: 2 days, 20:01:51
2023-07-24 15:51:59,667 semantic_segmentation INFO: Iters: 10420/150000 || Lr: 0.018745 || Task Loss: 0.8895 || KD Loss: 0.3868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:41 || Estimated Time: 2 days, 20:01:26
2023-07-24 15:52:16,869 semantic_segmentation INFO: Iters: 10430/150000 || Lr: 0.018744 || Task Loss: 1.0506 || KD Loss: 0.4360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:59 || Estimated Time: 2 days, 20:01:04
2023-07-24 15:52:34,195 semantic_segmentation INFO: Iters: 10440/150000 || Lr: 0.018743 || Task Loss: 0.9489 || KD Loss: 0.4341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:16 || Estimated Time: 2 days, 20:00:43
2023-07-24 15:52:51,382 semantic_segmentation INFO: Iters: 10450/150000 || Lr: 0.018742 || Task Loss: 1.3404 || KD Loss: 0.6625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:33 || Estimated Time: 2 days, 20:00:21
2023-07-24 15:53:08,602 semantic_segmentation INFO: Iters: 10460/150000 || Lr: 0.018740 || Task Loss: 1.0763 || KD Loss: 0.4269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:50 || Estimated Time: 2 days, 20:00:00
2023-07-24 15:53:25,882 semantic_segmentation INFO: Iters: 10470/150000 || Lr: 0.018739 || Task Loss: 0.8438 || KD Loss: 0.3471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:08 || Estimated Time: 2 days, 19:59:38
2023-07-24 15:53:43,420 semantic_segmentation INFO: Iters: 10480/150000 || Lr: 0.018738 || Task Loss: 1.3211 || KD Loss: 0.6262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:25 || Estimated Time: 2 days, 19:59:21
2023-07-24 15:54:00,680 semantic_segmentation INFO: Iters: 10490/150000 || Lr: 0.018737 || Task Loss: 0.8430 || KD Loss: 0.3445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:42 || Estimated Time: 2 days, 19:58:59
2023-07-24 15:54:17,714 semantic_segmentation INFO: Iters: 10500/150000 || Lr: 0.018736 || Task Loss: 0.9677 || KD Loss: 0.4431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:59 || Estimated Time: 2 days, 19:58:35
2023-07-24 15:54:34,999 semantic_segmentation INFO: Iters: 10510/150000 || Lr: 0.018734 || Task Loss: 1.3473 || KD Loss: 0.5937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:17 || Estimated Time: 2 days, 19:58:14
2023-07-24 15:54:52,194 semantic_segmentation INFO: Iters: 10520/150000 || Lr: 0.018733 || Task Loss: 1.3640 || KD Loss: 0.7768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:34 || Estimated Time: 2 days, 19:57:52
2023-07-24 15:55:09,409 semantic_segmentation INFO: Iters: 10530/150000 || Lr: 0.018732 || Task Loss: 0.9664 || KD Loss: 0.3292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:51 || Estimated Time: 2 days, 19:57:30
2023-07-24 15:55:26,634 semantic_segmentation INFO: Iters: 10540/150000 || Lr: 0.018731 || Task Loss: 1.0362 || KD Loss: 0.4384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:08 || Estimated Time: 2 days, 19:57:09
2023-07-24 15:55:43,919 semantic_segmentation INFO: Iters: 10550/150000 || Lr: 0.018730 || Task Loss: 1.1638 || KD Loss: 0.4549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:26 || Estimated Time: 2 days, 19:56:47
2023-07-24 15:56:01,210 semantic_segmentation INFO: Iters: 10560/150000 || Lr: 0.018728 || Task Loss: 1.5246 || KD Loss: 0.6890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:43 || Estimated Time: 2 days, 19:56:26
2023-07-24 15:56:18,438 semantic_segmentation INFO: Iters: 10570/150000 || Lr: 0.018727 || Task Loss: 1.1316 || KD Loss: 0.5011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:00 || Estimated Time: 2 days, 19:56:05
2023-07-24 15:56:35,854 semantic_segmentation INFO: Iters: 10580/150000 || Lr: 0.018726 || Task Loss: 0.7605 || KD Loss: 0.3071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:18 || Estimated Time: 2 days, 19:55:46
2023-07-24 15:56:53,054 semantic_segmentation INFO: Iters: 10590/150000 || Lr: 0.018725 || Task Loss: 1.2692 || KD Loss: 0.5480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:35 || Estimated Time: 2 days, 19:55:24
2023-07-24 15:57:10,252 semantic_segmentation INFO: Iters: 10600/150000 || Lr: 0.018724 || Task Loss: 1.1802 || KD Loss: 0.5201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:52 || Estimated Time: 2 days, 19:55:02
2023-07-24 15:57:27,538 semantic_segmentation INFO: Iters: 10610/150000 || Lr: 0.018722 || Task Loss: 1.2067 || KD Loss: 0.5705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:09 || Estimated Time: 2 days, 19:54:41
2023-07-24 15:57:44,877 semantic_segmentation INFO: Iters: 10620/150000 || Lr: 0.018721 || Task Loss: 1.0785 || KD Loss: 0.4340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:27 || Estimated Time: 2 days, 19:54:21
2023-07-24 15:58:01,959 semantic_segmentation INFO: Iters: 10630/150000 || Lr: 0.018720 || Task Loss: 1.0956 || KD Loss: 0.5380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:44 || Estimated Time: 2 days, 19:53:57
2023-07-24 15:58:19,169 semantic_segmentation INFO: Iters: 10640/150000 || Lr: 0.018719 || Task Loss: 1.0746 || KD Loss: 0.4367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:01 || Estimated Time: 2 days, 19:53:35
2023-07-24 15:58:36,285 semantic_segmentation INFO: Iters: 10650/150000 || Lr: 0.018717 || Task Loss: 1.9517 || KD Loss: 0.9151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:18 || Estimated Time: 2 days, 19:53:12
2023-07-24 15:58:53,463 semantic_segmentation INFO: Iters: 10660/150000 || Lr: 0.018716 || Task Loss: 1.3335 || KD Loss: 0.4504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:35 || Estimated Time: 2 days, 19:52:50
2023-07-24 15:59:10,654 semantic_segmentation INFO: Iters: 10670/150000 || Lr: 0.018715 || Task Loss: 1.0296 || KD Loss: 0.4735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:52 || Estimated Time: 2 days, 19:52:28
2023-07-24 15:59:27,761 semantic_segmentation INFO: Iters: 10680/150000 || Lr: 0.018714 || Task Loss: 1.1693 || KD Loss: 0.5647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:10 || Estimated Time: 2 days, 19:52:05
2023-07-24 15:59:44,898 semantic_segmentation INFO: Iters: 10690/150000 || Lr: 0.018713 || Task Loss: 1.4304 || KD Loss: 0.6365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:27 || Estimated Time: 2 days, 19:51:42
2023-07-24 16:00:02,111 semantic_segmentation INFO: Iters: 10700/150000 || Lr: 0.018711 || Task Loss: 1.0578 || KD Loss: 0.4834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:44 || Estimated Time: 2 days, 19:51:20
2023-07-24 16:00:19,738 semantic_segmentation INFO: Iters: 10710/150000 || Lr: 0.018710 || Task Loss: 1.1051 || KD Loss: 0.4985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:02 || Estimated Time: 2 days, 19:51:04
2023-07-24 16:00:36,690 semantic_segmentation INFO: Iters: 10720/150000 || Lr: 0.018709 || Task Loss: 1.3674 || KD Loss: 0.7166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:18 || Estimated Time: 2 days, 19:50:39
2023-07-24 16:00:54,131 semantic_segmentation INFO: Iters: 10730/150000 || Lr: 0.018708 || Task Loss: 0.7948 || KD Loss: 0.3168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:36 || Estimated Time: 2 days, 19:50:20
2023-07-24 16:01:11,617 semantic_segmentation INFO: Iters: 10740/150000 || Lr: 0.018707 || Task Loss: 1.1160 || KD Loss: 0.3947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:53 || Estimated Time: 2 days, 19:50:02
2023-07-24 16:01:28,638 semantic_segmentation INFO: Iters: 10750/150000 || Lr: 0.018705 || Task Loss: 1.2014 || KD Loss: 0.4025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:10 || Estimated Time: 2 days, 19:49:37
2023-07-24 16:01:45,905 semantic_segmentation INFO: Iters: 10760/150000 || Lr: 0.018704 || Task Loss: 1.0292 || KD Loss: 0.3930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:28 || Estimated Time: 2 days, 19:49:16
2023-07-24 16:02:03,096 semantic_segmentation INFO: Iters: 10770/150000 || Lr: 0.018703 || Task Loss: 0.8362 || KD Loss: 0.3858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:45 || Estimated Time: 2 days, 19:48:54
2023-07-24 16:02:20,609 semantic_segmentation INFO: Iters: 10780/150000 || Lr: 0.018702 || Task Loss: 1.4304 || KD Loss: 0.7125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:02 || Estimated Time: 2 days, 19:48:37
2023-07-24 16:02:37,722 semantic_segmentation INFO: Iters: 10790/150000 || Lr: 0.018701 || Task Loss: 0.8625 || KD Loss: 0.3510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:20 || Estimated Time: 2 days, 19:48:14
2023-07-24 16:02:55,004 semantic_segmentation INFO: Iters: 10800/150000 || Lr: 0.018699 || Task Loss: 0.9022 || KD Loss: 0.3307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:37 || Estimated Time: 2 days, 19:47:53
2023-07-24 16:03:12,219 semantic_segmentation INFO: Iters: 10810/150000 || Lr: 0.018698 || Task Loss: 1.3393 || KD Loss: 0.5358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:54 || Estimated Time: 2 days, 19:47:31
2023-07-24 16:03:29,544 semantic_segmentation INFO: Iters: 10820/150000 || Lr: 0.018697 || Task Loss: 1.1119 || KD Loss: 0.4645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:11 || Estimated Time: 2 days, 19:47:11
2023-07-24 16:03:46,837 semantic_segmentation INFO: Iters: 10830/150000 || Lr: 0.018696 || Task Loss: 1.1003 || KD Loss: 0.5705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:29 || Estimated Time: 2 days, 19:46:50
2023-07-24 16:04:04,142 semantic_segmentation INFO: Iters: 10840/150000 || Lr: 0.018694 || Task Loss: 0.8214 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:46 || Estimated Time: 2 days, 19:46:28
2023-07-24 16:04:21,317 semantic_segmentation INFO: Iters: 10850/150000 || Lr: 0.018693 || Task Loss: 0.9206 || KD Loss: 0.3497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:03 || Estimated Time: 2 days, 19:46:08
2023-07-24 16:04:38,453 semantic_segmentation INFO: Iters: 10860/150000 || Lr: 0.018692 || Task Loss: 1.0413 || KD Loss: 0.4244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:20 || Estimated Time: 2 days, 19:45:45
2023-07-24 16:04:55,666 semantic_segmentation INFO: Iters: 10870/150000 || Lr: 0.018691 || Task Loss: 1.1897 || KD Loss: 0.5838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:37 || Estimated Time: 2 days, 19:45:24
2023-07-24 16:05:12,853 semantic_segmentation INFO: Iters: 10880/150000 || Lr: 0.018690 || Task Loss: 1.4925 || KD Loss: 0.6389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:55 || Estimated Time: 2 days, 19:45:02
2023-07-24 16:05:30,052 semantic_segmentation INFO: Iters: 10890/150000 || Lr: 0.018688 || Task Loss: 1.2754 || KD Loss: 0.6113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:12 || Estimated Time: 2 days, 19:44:40
2023-07-24 16:05:47,591 semantic_segmentation INFO: Iters: 10900/150000 || Lr: 0.018687 || Task Loss: 1.1927 || KD Loss: 0.5380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:29 || Estimated Time: 2 days, 19:44:23
2023-07-24 16:06:05,046 semantic_segmentation INFO: Iters: 10910/150000 || Lr: 0.018686 || Task Loss: 0.9390 || KD Loss: 0.4017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:47 || Estimated Time: 2 days, 19:44:04
2023-07-24 16:06:22,167 semantic_segmentation INFO: Iters: 10920/150000 || Lr: 0.018685 || Task Loss: 1.0910 || KD Loss: 0.4063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:04 || Estimated Time: 2 days, 19:43:41
2023-07-24 16:06:39,369 semantic_segmentation INFO: Iters: 10930/150000 || Lr: 0.018684 || Task Loss: 1.0357 || KD Loss: 0.4651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:21 || Estimated Time: 2 days, 19:43:19
2023-07-24 16:06:56,558 semantic_segmentation INFO: Iters: 10940/150000 || Lr: 0.018682 || Task Loss: 0.9828 || KD Loss: 0.4577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:38 || Estimated Time: 2 days, 19:42:58
2023-07-24 16:07:13,690 semantic_segmentation INFO: Iters: 10950/150000 || Lr: 0.018681 || Task Loss: 1.4442 || KD Loss: 0.6307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:55 || Estimated Time: 2 days, 19:42:35
2023-07-24 16:07:31,354 semantic_segmentation INFO: Iters: 10960/150000 || Lr: 0.018680 || Task Loss: 0.6992 || KD Loss: 0.2797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:13 || Estimated Time: 2 days, 19:42:19
2023-07-24 16:07:48,410 semantic_segmentation INFO: Iters: 10970/150000 || Lr: 0.018679 || Task Loss: 1.2537 || KD Loss: 0.4576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:30 || Estimated Time: 2 days, 19:41:56
2023-07-24 16:08:05,606 semantic_segmentation INFO: Iters: 10980/150000 || Lr: 0.018678 || Task Loss: 1.1498 || KD Loss: 0.5949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:47 || Estimated Time: 2 days, 19:41:34
2023-07-24 16:08:23,071 semantic_segmentation INFO: Iters: 10990/150000 || Lr: 0.018676 || Task Loss: 1.5343 || KD Loss: 0.6517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:05 || Estimated Time: 2 days, 19:41:16
2023-07-24 16:08:40,225 semantic_segmentation INFO: Iters: 11000/150000 || Lr: 0.018675 || Task Loss: 1.1187 || KD Loss: 0.4287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:22 || Estimated Time: 2 days, 19:40:54
2023-07-24 16:08:57,317 semantic_segmentation INFO: Iters: 11010/150000 || Lr: 0.018674 || Task Loss: 1.3505 || KD Loss: 0.5582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:39 || Estimated Time: 2 days, 19:40:30
2023-07-24 16:09:14,417 semantic_segmentation INFO: Iters: 11020/150000 || Lr: 0.018673 || Task Loss: 1.5702 || KD Loss: 0.7166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:56 || Estimated Time: 2 days, 19:40:08
2023-07-24 16:09:31,689 semantic_segmentation INFO: Iters: 11030/150000 || Lr: 0.018672 || Task Loss: 0.9529 || KD Loss: 0.4183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:13 || Estimated Time: 2 days, 19:39:47
2023-07-24 16:09:48,944 semantic_segmentation INFO: Iters: 11040/150000 || Lr: 0.018670 || Task Loss: 0.7699 || KD Loss: 0.3478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:31 || Estimated Time: 2 days, 19:39:26
2023-07-24 16:10:06,227 semantic_segmentation INFO: Iters: 11050/150000 || Lr: 0.018669 || Task Loss: 1.0541 || KD Loss: 0.4092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:48 || Estimated Time: 2 days, 19:39:05
2023-07-24 16:10:23,442 semantic_segmentation INFO: Iters: 11060/150000 || Lr: 0.018668 || Task Loss: 1.7776 || KD Loss: 0.8535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:05 || Estimated Time: 2 days, 19:38:44
2023-07-24 16:10:40,630 semantic_segmentation INFO: Iters: 11070/150000 || Lr: 0.018667 || Task Loss: 1.2488 || KD Loss: 0.5828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:22 || Estimated Time: 2 days, 19:38:22
2023-07-24 16:10:58,039 semantic_segmentation INFO: Iters: 11080/150000 || Lr: 0.018665 || Task Loss: 1.0465 || KD Loss: 0.4424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:40 || Estimated Time: 2 days, 19:38:02
2023-07-24 16:11:15,118 semantic_segmentation INFO: Iters: 11090/150000 || Lr: 0.018664 || Task Loss: 1.1244 || KD Loss: 0.4794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:57 || Estimated Time: 2 days, 19:37:40
2023-07-24 16:11:32,235 semantic_segmentation INFO: Iters: 11100/150000 || Lr: 0.018663 || Task Loss: 1.1720 || KD Loss: 0.4886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:14 || Estimated Time: 2 days, 19:37:17
2023-07-24 16:11:49,443 semantic_segmentation INFO: Iters: 11110/150000 || Lr: 0.018662 || Task Loss: 1.7177 || KD Loss: 1.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:31 || Estimated Time: 2 days, 19:36:55
2023-07-24 16:12:06,668 semantic_segmentation INFO: Iters: 11120/150000 || Lr: 0.018661 || Task Loss: 1.0512 || KD Loss: 0.3983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:48 || Estimated Time: 2 days, 19:36:34
2023-07-24 16:12:23,743 semantic_segmentation INFO: Iters: 11130/150000 || Lr: 0.018659 || Task Loss: 1.0493 || KD Loss: 0.3652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:06 || Estimated Time: 2 days, 19:36:11
2023-07-24 16:12:40,859 semantic_segmentation INFO: Iters: 11140/150000 || Lr: 0.018658 || Task Loss: 1.2827 || KD Loss: 0.5387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:23 || Estimated Time: 2 days, 19:35:49
2023-07-24 16:12:58,062 semantic_segmentation INFO: Iters: 11150/150000 || Lr: 0.018657 || Task Loss: 1.0614 || KD Loss: 0.5204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:40 || Estimated Time: 2 days, 19:35:27
2023-07-24 16:13:15,268 semantic_segmentation INFO: Iters: 11160/150000 || Lr: 0.018656 || Task Loss: 1.2505 || KD Loss: 0.5564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:57 || Estimated Time: 2 days, 19:35:05
2023-07-24 16:13:32,474 semantic_segmentation INFO: Iters: 11170/150000 || Lr: 0.018655 || Task Loss: 1.2898 || KD Loss: 0.7278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:14 || Estimated Time: 2 days, 19:34:44
2023-07-24 16:13:49,754 semantic_segmentation INFO: Iters: 11180/150000 || Lr: 0.018653 || Task Loss: 1.0959 || KD Loss: 0.4731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:32 || Estimated Time: 2 days, 19:34:23
2023-07-24 16:14:06,957 semantic_segmentation INFO: Iters: 11190/150000 || Lr: 0.018652 || Task Loss: 1.0223 || KD Loss: 0.4465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:49 || Estimated Time: 2 days, 19:34:02
2023-07-24 16:14:24,155 semantic_segmentation INFO: Iters: 11200/150000 || Lr: 0.018651 || Task Loss: 1.4326 || KD Loss: 0.4918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:06 || Estimated Time: 2 days, 19:33:40
2023-07-24 16:14:24,278 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 16:14:24,674 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.085
2023-07-24 16:14:24,708 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.891, mIoU: 0.121
2023-07-24 16:14:24,720 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.904, mIoU: 0.122
2023-07-24 16:14:24,734 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.821, mIoU: 0.101
2023-07-24 16:14:24,748 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.796, mIoU: 0.150
2023-07-24 16:14:24,760 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.813, mIoU: 0.191
2023-07-24 16:14:24,775 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.799, mIoU: 0.191
2023-07-24 16:14:24,790 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.801, mIoU: 0.202
2023-07-24 16:14:24,803 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.817, mIoU: 0.241
2023-07-24 16:14:24,817 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.819, mIoU: 0.240
2023-07-24 16:14:24,832 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.818, mIoU: 0.240
2023-07-24 16:14:24,847 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.828, mIoU: 0.230
2023-07-24 16:14:24,859 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.797, mIoU: 0.226
2023-07-24 16:14:24,874 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.801, mIoU: 0.218
2023-07-24 16:14:24,889 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.799, mIoU: 0.221
2023-07-24 16:14:24,902 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.808, mIoU: 0.218
2023-07-24 16:14:24,913 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.810, mIoU: 0.219
2023-07-24 16:14:24,925 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.807, mIoU: 0.216
2023-07-24 16:14:24,940 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.813, mIoU: 0.219
2023-07-24 16:14:24,956 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.819, mIoU: 0.264
2023-07-24 16:14:24,971 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.816, mIoU: 0.247
2023-07-24 16:14:24,987 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.820, mIoU: 0.243
2023-07-24 16:14:25,002 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.818, mIoU: 0.277
2023-07-24 16:14:25,018 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.819, mIoU: 0.268
2023-07-24 16:14:25,034 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.815, mIoU: 0.257
2023-07-24 16:14:25,049 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.815, mIoU: 0.260
2023-07-24 16:14:25,064 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.818, mIoU: 0.256
2023-07-24 16:14:25,075 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.823, mIoU: 0.256
2023-07-24 16:14:25,091 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.820, mIoU: 0.246
2023-07-24 16:14:25,106 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.827, mIoU: 0.246
2023-07-24 16:14:25,120 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.823, mIoU: 0.237
2023-07-24 16:14:25,135 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.827, mIoU: 0.239
2023-07-24 16:14:25,150 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.829, mIoU: 0.239
2023-07-24 16:14:25,166 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.832, mIoU: 0.237
2023-07-24 16:14:25,181 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.833, mIoU: 0.270
2023-07-24 16:14:25,197 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.835, mIoU: 0.271
2023-07-24 16:14:25,211 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.836, mIoU: 0.261
2023-07-24 16:14:25,224 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.840, mIoU: 0.303
2023-07-24 16:14:25,241 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.841, mIoU: 0.302
2023-07-24 16:14:25,254 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.842, mIoU: 0.297
2023-07-24 16:14:25,268 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.832, mIoU: 0.291
2023-07-24 16:14:25,283 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.836, mIoU: 0.291
2023-07-24 16:14:25,299 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.834, mIoU: 0.290
2023-07-24 16:14:25,312 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.835, mIoU: 0.290
2023-07-24 16:14:25,328 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.834, mIoU: 0.293
2023-07-24 16:14:25,344 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.834, mIoU: 0.293
2023-07-24 16:14:25,358 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.836, mIoU: 0.302
2023-07-24 16:14:25,371 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.838, mIoU: 0.303
2023-07-24 16:14:25,385 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.837, mIoU: 0.306
2023-07-24 16:14:25,402 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.837, mIoU: 0.303
2023-07-24 16:14:25,418 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.835, mIoU: 0.301
2023-07-24 16:14:25,433 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.838, mIoU: 0.301
2023-07-24 16:14:25,447 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-24 16:14:25,462 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.841, mIoU: 0.300
2023-07-24 16:14:25,478 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.841, mIoU: 0.300
2023-07-24 16:14:25,491 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.840, mIoU: 0.299
2023-07-24 16:14:25,506 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.841, mIoU: 0.299
2023-07-24 16:14:25,523 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.844, mIoU: 0.297
2023-07-24 16:14:25,537 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.844, mIoU: 0.301
2023-07-24 16:14:25,551 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.835, mIoU: 0.291
2023-07-24 16:14:25,565 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.831, mIoU: 0.283
2023-07-24 16:14:25,581 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.833, mIoU: 0.282
2023-07-24 16:14:25,594 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.835, mIoU: 0.282
2023-07-24 16:14:25,613 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.835, mIoU: 0.292
2023-07-24 16:14:25,627 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.836, mIoU: 0.276
2023-07-24 16:14:25,642 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.835, mIoU: 0.275
2023-07-24 16:14:25,658 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.837, mIoU: 0.275
2023-07-24 16:14:25,671 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.836, mIoU: 0.274
2023-07-24 16:14:25,687 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.836, mIoU: 0.274
2023-07-24 16:14:25,702 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.832, mIoU: 0.271
2023-07-24 16:14:25,718 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.832, mIoU: 0.271
2023-07-24 16:14:25,732 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.833, mIoU: 0.272
2023-07-24 16:14:25,747 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.833, mIoU: 0.271
2023-07-24 16:14:25,762 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.834, mIoU: 0.271
2023-07-24 16:14:25,777 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.836, mIoU: 0.288
2023-07-24 16:14:25,793 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.838, mIoU: 0.287
2023-07-24 16:14:25,809 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.835, mIoU: 0.282
2023-07-24 16:14:25,818 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.835, mIoU: 0.282
2023-07-24 16:14:25,834 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.835, mIoU: 0.302
2023-07-24 16:14:25,851 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.835, mIoU: 0.304
2023-07-24 16:14:25,865 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.825, mIoU: 0.285
2023-07-24 16:14:25,881 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.823, mIoU: 0.280
2023-07-24 16:14:25,896 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.822, mIoU: 0.280
2023-07-24 16:14:25,911 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.820, mIoU: 0.273
2023-07-24 16:14:25,927 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.818, mIoU: 0.271
2023-07-24 16:14:25,943 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.818, mIoU: 0.269
2023-07-24 16:14:25,958 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.819, mIoU: 0.269
2023-07-24 16:14:25,974 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.819, mIoU: 0.268
2023-07-24 16:14:25,989 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.818, mIoU: 0.268
2023-07-24 16:14:26,003 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.819, mIoU: 0.268
2023-07-24 16:14:26,018 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.819, mIoU: 0.268
2023-07-24 16:14:26,035 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.821, mIoU: 0.269
2023-07-24 16:14:26,050 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.818, mIoU: 0.266
2023-07-24 16:14:26,066 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.815, mIoU: 0.264
2023-07-24 16:14:26,081 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.813, mIoU: 0.263
2023-07-24 16:14:26,096 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.813, mIoU: 0.263
2023-07-24 16:14:26,110 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.814, mIoU: 0.263
2023-07-24 16:14:26,123 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.815, mIoU: 0.267
2023-07-24 16:14:26,138 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.815, mIoU: 0.267
2023-07-24 16:14:26,152 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.810, mIoU: 0.261
2023-07-24 16:14:26,167 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.811, mIoU: 0.261
2023-07-24 16:14:26,182 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.812, mIoU: 0.261
2023-07-24 16:14:26,196 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.814, mIoU: 0.261
2023-07-24 16:14:26,211 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.813, mIoU: 0.261
2023-07-24 16:14:26,227 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.812, mIoU: 0.263
2023-07-24 16:14:26,240 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.813, mIoU: 0.272
2023-07-24 16:14:26,255 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.811, mIoU: 0.268
2023-07-24 16:14:26,271 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.812, mIoU: 0.266
2023-07-24 16:14:26,285 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.812, mIoU: 0.264
2023-07-24 16:14:26,299 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.813, mIoU: 0.264
2023-07-24 16:14:26,312 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.813, mIoU: 0.266
2023-07-24 16:14:26,325 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:26,341 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.814, mIoU: 0.259
2023-07-24 16:14:26,356 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:26,372 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.813, mIoU: 0.262
2023-07-24 16:14:26,385 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.813, mIoU: 0.262
2023-07-24 16:14:26,398 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.813, mIoU: 0.261
2023-07-24 16:14:26,414 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.813, mIoU: 0.261
2023-07-24 16:14:26,427 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.814, mIoU: 0.261
2023-07-24 16:14:26,442 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:26,457 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.814, mIoU: 0.259
2023-07-24 16:14:26,470 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.816, mIoU: 0.258
2023-07-24 16:14:26,484 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.817, mIoU: 0.257
2023-07-24 16:14:26,499 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.816, mIoU: 0.257
2023-07-24 16:14:26,514 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.817, mIoU: 0.256
2023-07-24 16:14:26,522 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.816, mIoU: 0.256
2023-07-24 16:14:26,534 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.817, mIoU: 0.256
2023-07-24 16:14:26,550 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.815, mIoU: 0.255
2023-07-24 16:14:26,558 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.814, mIoU: 0.254
2023-07-24 16:14:26,572 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.814, mIoU: 0.257
2023-07-24 16:14:26,587 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.816, mIoU: 0.256
2023-07-24 16:14:26,603 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.817, mIoU: 0.262
2023-07-24 16:14:26,617 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.816, mIoU: 0.262
2023-07-24 16:14:26,633 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.816, mIoU: 0.260
2023-07-24 16:14:26,646 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.815, mIoU: 0.259
2023-07-24 16:14:26,660 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.816, mIoU: 0.259
2023-07-24 16:14:26,676 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:26,690 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.814, mIoU: 0.257
2023-07-24 16:14:26,706 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.814, mIoU: 0.252
2023-07-24 16:14:26,720 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.814, mIoU: 0.251
2023-07-24 16:14:26,735 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.814, mIoU: 0.251
2023-07-24 16:14:26,751 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.815, mIoU: 0.252
2023-07-24 16:14:26,766 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.815, mIoU: 0.249
2023-07-24 16:14:26,782 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.814, mIoU: 0.249
2023-07-24 16:14:26,798 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.814, mIoU: 0.248
2023-07-24 16:14:26,812 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.813, mIoU: 0.248
2023-07-24 16:14:26,828 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.813, mIoU: 0.248
2023-07-24 16:14:26,842 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.812, mIoU: 0.246
2023-07-24 16:14:26,853 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.810, mIoU: 0.246
2023-07-24 16:14:26,868 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.811, mIoU: 0.249
2023-07-24 16:14:26,883 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:26,897 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:26,911 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:26,924 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.811, mIoU: 0.249
2023-07-24 16:14:26,937 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.811, mIoU: 0.249
2023-07-24 16:14:26,952 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:26,967 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:26,983 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:26,998 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:27,014 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:27,030 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:27,045 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.813, mIoU: 0.251
2023-07-24 16:14:27,059 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.813, mIoU: 0.251
2023-07-24 16:14:27,074 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.814, mIoU: 0.250
2023-07-24 16:14:27,087 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.814, mIoU: 0.250
2023-07-24 16:14:27,101 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.813, mIoU: 0.250
2023-07-24 16:14:27,114 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.812, mIoU: 0.250
2023-07-24 16:14:27,129 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.813, mIoU: 0.250
2023-07-24 16:14:27,145 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.812, mIoU: 0.249
2023-07-24 16:14:27,160 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.812, mIoU: 0.247
2023-07-24 16:14:27,176 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.812, mIoU: 0.248
2023-07-24 16:14:27,190 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.812, mIoU: 0.249
2023-07-24 16:14:27,206 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.812, mIoU: 0.248
2023-07-24 16:14:27,221 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.813, mIoU: 0.248
2023-07-24 16:14:27,237 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.812, mIoU: 0.248
2023-07-24 16:14:27,253 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.811, mIoU: 0.247
2023-07-24 16:14:27,266 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.810, mIoU: 0.245
2023-07-24 16:14:27,279 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.810, mIoU: 0.244
2023-07-24 16:14:27,294 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.810, mIoU: 0.245
2023-07-24 16:14:27,308 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.811, mIoU: 0.244
2023-07-24 16:14:27,323 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.811, mIoU: 0.244
2023-07-24 16:14:27,336 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.810, mIoU: 0.245
2023-07-24 16:14:27,351 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.808, mIoU: 0.243
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2023-07-24 16:14:30,270 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.806, mIoU: 0.240
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2023-07-24 16:14:30,417 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.806, mIoU: 0.239
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2023-07-24 16:14:30,504 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.808, mIoU: 0.238
2023-07-24 16:14:30,517 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.808, mIoU: 0.237
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2023-07-24 16:14:30,549 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.809, mIoU: 0.237
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2023-07-24 16:14:30,611 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.810, mIoU: 0.237
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2023-07-24 16:14:30,640 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.810, mIoU: 0.237
2023-07-24 16:14:30,656 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.810, mIoU: 0.237
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2023-07-24 16:14:30,685 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.809, mIoU: 0.238
2023-07-24 16:14:30,699 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.809, mIoU: 0.238
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2023-07-24 16:14:30,726 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.809, mIoU: 0.239
2023-07-24 16:14:30,738 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.809, mIoU: 0.240
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2023-07-24 16:14:30,769 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.810, mIoU: 0.241
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2023-07-24 16:14:30,871 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.810, mIoU: 0.240
2023-07-24 16:14:30,887 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.809, mIoU: 0.239
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2023-07-24 16:14:30,917 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.810, mIoU: 0.241
2023-07-24 16:14:30,931 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.809, mIoU: 0.242
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2023-07-24 16:14:30,976 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.810, mIoU: 0.241
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2023-07-24 16:14:31,052 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.811, mIoU: 0.241
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2023-07-24 16:14:31,175 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.810, mIoU: 0.242
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2023-07-24 16:14:31,250 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.808, mIoU: 0.239
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2023-07-24 16:14:31,309 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.809, mIoU: 0.238
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2023-07-24 16:14:31,755 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.809, mIoU: 0.244
2023-07-24 16:14:31,766 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.809, mIoU: 0.244
2023-07-24 16:14:31,779 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.809, mIoU: 0.245
2023-07-24 16:14:31,794 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 16:14:31,809 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.810, mIoU: 0.246
2023-07-24 16:14:31,821 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:31,835 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:31,848 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:31,863 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.810, mIoU: 0.249
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2023-07-24 16:14:31,893 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.810, mIoU: 0.249
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2023-07-24 16:14:31,947 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.811, mIoU: 0.248
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2023-07-24 16:14:32,027 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.811, mIoU: 0.248
2023-07-24 16:14:32,044 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.810, mIoU: 0.247
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2023-07-24 16:14:32,138 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.810, mIoU: 0.249
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2023-07-24 16:14:32,168 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:32,182 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.811, mIoU: 0.249
2023-07-24 16:14:32,199 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:32,214 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:32,230 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:32,243 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:32,257 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:32,272 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:32,287 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:32,302 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.809, mIoU: 0.249
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2023-07-24 16:14:32,330 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:32,346 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.810, mIoU: 0.249
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2023-07-24 16:14:32,375 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:32,391 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.810, mIoU: 0.251
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2023-07-24 16:14:32,418 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.809, mIoU: 0.252
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2023-07-24 16:14:32,444 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.809, mIoU: 0.252
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2023-07-24 16:14:32,487 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.809, mIoU: 0.253
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2023-07-24 16:14:32,527 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:32,543 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:32,558 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:32,574 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:32,589 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:32,605 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.809, mIoU: 0.251
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2023-07-24 16:14:32,631 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.809, mIoU: 0.253
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2023-07-24 16:14:32,931 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.810, mIoU: 0.252
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2023-07-24 16:14:33,002 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:33,017 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.809, mIoU: 0.252
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2023-07-24 16:14:33,218 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:33,234 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:33,247 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:33,262 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:33,278 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:33,292 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:33,307 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.809, mIoU: 0.249
2023-07-24 16:14:33,323 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.809, mIoU: 0.249
2023-07-24 16:14:33,338 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.809, mIoU: 0.249
2023-07-24 16:14:33,353 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.809, mIoU: 0.249
2023-07-24 16:14:33,368 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:33,380 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:33,395 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.809, mIoU: 0.249
2023-07-24 16:14:33,410 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:33,424 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:33,439 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:33,454 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,465 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,480 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,495 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,510 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,523 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,538 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,552 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:33,567 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:33,582 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.810, mIoU: 0.247
2023-07-24 16:14:33,598 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:33,613 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:33,629 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:33,644 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:33,658 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 16:14:33,671 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.809, mIoU: 0.247
2023-07-24 16:14:33,686 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 16:14:33,701 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 16:14:33,717 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 16:14:33,730 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 16:14:33,745 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.807, mIoU: 0.245
2023-07-24 16:14:33,759 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 16:14:33,775 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 16:14:33,791 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.808, mIoU: 0.244
2023-07-24 16:14:33,807 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.808, mIoU: 0.244
2023-07-24 16:14:33,822 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 16:14:33,838 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.808, mIoU: 0.245
2023-07-24 16:14:33,853 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 16:14:33,868 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:33,882 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:33,897 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.806, mIoU: 0.246
2023-07-24 16:14:33,913 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:33,931 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:33,947 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:33,962 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:33,973 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:33,986 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:34,002 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.806, mIoU: 0.247
2023-07-24 16:14:34,015 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,030 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,043 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,057 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,072 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,088 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,103 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.807, mIoU: 0.246
2023-07-24 16:14:34,119 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,132 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,146 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,159 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,174 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 16:14:34,189 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 16:14:34,205 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,220 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,235 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,250 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,263 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,278 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,293 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.807, mIoU: 0.247
2023-07-24 16:14:34,306 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,319 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,333 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,349 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,364 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.807, mIoU: 0.248
2023-07-24 16:14:34,377 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 16:14:34,392 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.807, mIoU: 0.249
2023-07-24 16:14:34,408 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,423 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,436 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,450 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,457 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,473 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,489 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,504 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,520 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,535 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,550 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,566 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,581 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,594 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,609 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:34,623 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,639 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.808, mIoU: 0.247
2023-07-24 16:14:34,654 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,667 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,680 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:34,693 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.808, mIoU: 0.248
2023-07-24 16:14:34,707 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:34,720 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,733 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,746 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.808, mIoU: 0.249
2023-07-24 16:14:34,760 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:34,776 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:34,788 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:34,803 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:34,816 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:34,828 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,844 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,859 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:34,875 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,890 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,905 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,920 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:34,933 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:34,949 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:34,964 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:34,981 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:34,997 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:35,012 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:35,028 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:35,041 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:35,054 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:35,067 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:35,082 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:35,098 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:35,112 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:35,125 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:35,139 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:35,153 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:35,169 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,184 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,198 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,212 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,227 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,241 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,255 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,271 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,285 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:35,302 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,315 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,331 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,347 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,360 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,373 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,389 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,404 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,420 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,435 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,447 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,461 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,475 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,488 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:35,504 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:35,521 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,535 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,550 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,564 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,580 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:35,595 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.812, mIoU: 0.252
2023-07-24 16:14:35,609 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.812, mIoU: 0.252
2023-07-24 16:14:35,622 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.812, mIoU: 0.252
2023-07-24 16:14:35,638 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.812, mIoU: 0.252
2023-07-24 16:14:35,653 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,666 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,681 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,697 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,711 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,724 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.812, mIoU: 0.251
2023-07-24 16:14:35,738 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:35,754 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:35,770 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:35,783 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,797 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,811 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:35,827 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:35,841 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:35,854 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:35,869 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.811, mIoU: 0.249
2023-07-24 16:14:35,885 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,898 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,914 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,929 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:35,945 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:35,961 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:35,974 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:35,987 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:36,001 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.809, mIoU: 0.248
2023-07-24 16:14:36,015 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:36,028 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:36,041 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.810, mIoU: 0.248
2023-07-24 16:14:36,057 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.810, mIoU: 0.249
2023-07-24 16:14:36,070 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,083 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.809, mIoU: 0.250
2023-07-24 16:14:36,098 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,113 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,128 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,144 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,157 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,170 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,185 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,200 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,215 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,230 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,243 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,256 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,268 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,283 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,299 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,314 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,328 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,340 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.810, mIoU: 0.250
2023-07-24 16:14:36,353 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,368 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,383 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,396 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.811, mIoU: 0.250
2023-07-24 16:14:36,411 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,425 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,440 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,454 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,469 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,482 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,497 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,512 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,526 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,541 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,556 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:36,571 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,586 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,601 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,616 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,631 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,645 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,660 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,675 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,688 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,701 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,715 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,731 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:36,745 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,761 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,776 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,787 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.811, mIoU: 0.252
2023-07-24 16:14:36,802 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:36,818 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,833 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,846 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,863 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.810, mIoU: 0.251
2023-07-24 16:14:36,878 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,891 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,906 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,922 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:14:36,937 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:36,951 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:36,963 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:36,980 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:36,995 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:37,011 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:37,024 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.810, mIoU: 0.252
2023-07-24 16:14:37,040 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:37,054 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,070 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,084 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,098 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,113 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,126 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,141 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:37,155 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:37,167 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,183 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,196 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:37,211 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:37,225 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.810, mIoU: 0.256
2023-07-24 16:14:37,241 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,256 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,272 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,287 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,302 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:37,319 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,334 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,351 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,366 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,377 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,392 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,406 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,421 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,436 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:37,452 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,465 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:37,480 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:37,495 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:37,509 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,525 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,540 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,553 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,568 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,583 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,598 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,611 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,625 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,640 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,656 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,670 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,685 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,701 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,714 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,729 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,744 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,758 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,773 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 16:14:37,787 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 16:14:37,801 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,817 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,832 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,848 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:37,863 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,878 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,891 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,903 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:37,918 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:37,931 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,944 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,958 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:37,973 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:37,988 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:38,003 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,016 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,028 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,044 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,059 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,071 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,086 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,099 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,114 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,128 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,144 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,159 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,173 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,182 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,198 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,213 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,226 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,240 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.813, mIoU: 0.255
2023-07-24 16:14:38,255 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.813, mIoU: 0.255
2023-07-24 16:14:38,270 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.813, mIoU: 0.255
2023-07-24 16:14:38,283 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,299 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,314 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,331 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,347 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,362 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.813, mIoU: 0.255
2023-07-24 16:14:38,379 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,396 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,409 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.814, mIoU: 0.256
2023-07-24 16:14:38,425 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.814, mIoU: 0.256
2023-07-24 16:14:38,441 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.813, mIoU: 0.255
2023-07-24 16:14:38,455 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,469 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,484 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:38,499 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,514 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,521 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,535 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,548 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,561 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,572 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,587 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,602 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,616 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.813, mIoU: 0.256
2023-07-24 16:14:38,629 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,641 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,656 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,667 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,683 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,696 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.812, mIoU: 0.258
2023-07-24 16:14:38,712 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:38,727 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:38,743 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:38,758 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.812, mIoU: 0.258
2023-07-24 16:14:38,770 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,783 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,799 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:38,814 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.813, mIoU: 0.259
2023-07-24 16:14:38,829 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,845 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,858 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,868 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,880 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,893 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,905 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,921 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:38,934 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:38,950 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:38,966 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:38,981 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:38,995 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:39,011 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,026 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,041 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,057 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,071 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,086 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,102 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,118 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,131 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,145 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,160 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,173 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,190 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:39,204 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,219 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,235 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,253 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,269 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,282 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,298 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,313 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,328 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,343 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,356 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.814, mIoU: 0.259
2023-07-24 16:14:39,369 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,384 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,399 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,414 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,429 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,444 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,460 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,475 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,490 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,503 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 16:14:39,518 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,529 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,543 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,559 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,571 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,587 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.813, mIoU: 0.258
2023-07-24 16:14:39,602 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.813, mIoU: 0.257
2023-07-24 16:14:39,617 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,633 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,649 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,665 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,680 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,693 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,709 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,721 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,736 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,751 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,764 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,779 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,792 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,807 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,822 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,838 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,852 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,867 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:39,880 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.812, mIoU: 0.255
2023-07-24 16:14:39,893 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,908 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,922 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,936 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.812, mIoU: 0.256
2023-07-24 16:14:39,953 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,968 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,984 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:39,997 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.812, mIoU: 0.257
2023-07-24 16:14:40,011 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,027 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,044 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,060 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,074 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,087 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,103 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,118 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,134 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,149 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,164 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,179 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 16:14:40,193 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:40,209 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:40,224 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-24 16:14:40,239 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 16:14:40,253 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,268 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,281 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,296 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,311 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,328 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.810, mIoU: 0.254
2023-07-24 16:14:40,341 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.810, mIoU: 0.253
2023-07-24 16:14:40,356 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,372 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,389 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,403 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,418 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,434 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,449 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,465 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,481 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,497 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,510 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,525 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,541 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,554 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,569 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,582 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,591 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.809, mIoU: 0.253
2023-07-24 16:14:40,606 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,621 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,634 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,649 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:40,664 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,677 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:40,690 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,705 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,719 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,734 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,751 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,766 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:40,783 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:40,797 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.809, mIoU: 0.252
2023-07-24 16:14:40,811 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.809, mIoU: 0.251
2023-07-24 16:14:40,826 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,841 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,856 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,868 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,882 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:40,897 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,912 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,927 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:40,942 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:40,955 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,970 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,984 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:40,997 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,013 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,028 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,043 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,058 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,071 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,086 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,101 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,116 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,131 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,144 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,159 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,173 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,187 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,200 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,215 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,231 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,246 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,261 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:41,272 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 16:14:41,285 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,302 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,318 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,332 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,347 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,363 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,379 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,392 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,407 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,422 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,436 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,451 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,464 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,477 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,493 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,508 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,523 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,538 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,551 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,566 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,581 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.808, mIoU: 0.252
2023-07-24 16:14:41,594 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,609 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.808, mIoU: 0.251
2023-07-24 16:14:41,623 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.807, mIoU: 0.250
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2023-07-24 16:14:41,653 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,666 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,679 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,693 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.807, mIoU: 0.250
2023-07-24 16:14:41,708 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,723 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,736 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,751 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,768 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,783 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,793 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,809 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,825 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,841 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,856 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,870 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,885 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.807, mIoU: 0.252
2023-07-24 16:14:41,900 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,913 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:41,928 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:41,944 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,959 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,975 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:41,991 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:42,006 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.807, mIoU: 0.251
2023-07-24 16:14:42,020 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:42,035 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:42,049 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:42,063 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.806, mIoU: 0.251
2023-07-24 16:14:42,079 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.806, mIoU: 0.250
2023-07-24 16:14:42,094 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.806, mIoU: 0.250
2023-07-24 16:14:42,107 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.806, mIoU: 0.249
2023-07-24 16:14:42,122 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,133 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,148 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,164 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,180 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,193 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 16:14:42,209 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,226 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,241 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,253 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,268 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,283 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,295 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,310 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,326 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,341 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,354 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,367 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,382 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,396 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,411 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,424 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,439 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,452 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.805, mIoU: 0.248
2023-07-24 16:14:42,466 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,480 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,495 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,510 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,525 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,542 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,555 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,571 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,586 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,601 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,618 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,631 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,645 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,662 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,678 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,694 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,707 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,721 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:42,736 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:42,751 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,764 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,777 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,792 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:42,807 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,822 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,837 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,852 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,868 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,880 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,894 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,909 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,922 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,936 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,950 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,966 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,980 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 16:14:42,996 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.804, mIoU: 0.249
2023-07-24 16:14:43,011 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,026 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,041 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,056 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,071 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,088 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,103 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,119 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,135 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,148 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,161 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,177 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,193 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,206 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,221 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,237 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:43,252 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,267 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,282 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,297 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,312 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,325 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,338 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,351 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,364 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,377 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:43,392 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,407 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,421 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:43,434 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,450 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,461 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,475 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,491 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,507 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,522 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,537 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,551 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,566 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,581 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,594 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,610 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,625 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,640 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,653 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,668 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,683 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,697 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.803, mIoU: 0.249
2023-07-24 16:14:43,712 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.803, mIoU: 0.249
2023-07-24 16:14:43,724 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,739 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.803, mIoU: 0.250
2023-07-24 16:14:43,753 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,768 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,782 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,795 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,810 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,825 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,840 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,855 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,870 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,885 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:43,901 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,911 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,925 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,938 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,951 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,968 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,984 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:43,998 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,011 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,025 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,039 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,054 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,068 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,083 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,098 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,111 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,127 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,142 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,155 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,170 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,186 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,199 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,214 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.805, mIoU: 0.252
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2023-07-24 16:14:44,241 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,256 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,271 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,286 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,299 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,313 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.805, mIoU: 0.251
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2023-07-24 16:14:44,342 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,356 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,369 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.804, mIoU: 0.251
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2023-07-24 16:14:44,398 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,413 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,429 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,442 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,457 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,474 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,490 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:44,506 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:44,521 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.804, mIoU: 0.250
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2023-07-24 16:14:44,557 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,570 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.804, mIoU: 0.251
2023-07-24 16:14:44,585 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.804, mIoU: 0.250
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2023-07-24 16:14:44,615 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:44,631 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,647 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,662 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,678 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,691 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:44,706 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.804, mIoU: 0.250
2023-07-24 16:14:44,722 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,737 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,753 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,767 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,784 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,797 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,812 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,827 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,842 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,856 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.805, mIoU: 0.250
2023-07-24 16:14:44,870 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,885 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,901 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,916 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,931 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:44,946 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,960 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,975 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:44,988 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:45,003 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:45,017 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:45,032 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:45,048 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,063 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,078 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,091 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,106 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,121 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,136 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,151 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,166 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,181 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,196 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,209 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,224 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,238 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,253 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,269 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,284 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,300 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,316 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,330 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,340 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,355 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,369 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,384 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.805, mIoU: 0.251
2023-07-24 16:14:45,399 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,414 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.805, mIoU: 0.252
2023-07-24 16:14:45,429 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,440 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,450 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,467 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,481 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,496 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,509 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,524 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 16:14:45,539 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,552 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,566 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,581 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,595 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,609 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.806, mIoU: 0.253
2023-07-24 16:14:45,622 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.807, mIoU: 0.254
2023-07-24 16:14:45,636 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.806, mIoU: 0.254
2023-07-24 16:14:45,651 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.807, mIoU: 0.254
2023-07-24 16:14:45,666 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.807, mIoU: 0.254
2023-07-24 16:14:45,679 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.806, mIoU: 0.254
2023-07-24 16:14:45,694 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.807, mIoU: 0.254
2023-07-24 16:14:45,709 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.807, mIoU: 0.254
2023-07-24 16:14:45,724 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.806, mIoU: 0.255
2023-07-24 16:14:45,740 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.806, mIoU: 0.255
2023-07-24 16:14:45,752 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.806, mIoU: 0.255
2023-07-24 16:14:45,767 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.806, mIoU: 0.255
2023-07-24 16:14:45,782 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.806, mIoU: 0.254
2023-07-24 16:14:45,799 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.805, mIoU: 0.254
2023-07-24 16:15:02,794 semantic_segmentation INFO: Iters: 11210/150000 || Lr: 0.018650 || Task Loss: 0.8283 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:45 || Estimated Time: 2 days, 19:37:44
2023-07-24 16:15:20,157 semantic_segmentation INFO: Iters: 11220/150000 || Lr: 0.018649 || Task Loss: 1.8667 || KD Loss: 0.9832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:02 || Estimated Time: 2 days, 19:37:24
2023-07-24 16:15:37,356 semantic_segmentation INFO: Iters: 11230/150000 || Lr: 0.018647 || Task Loss: 0.8690 || KD Loss: 0.3599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:19 || Estimated Time: 2 days, 19:37:03
2023-07-24 16:15:54,797 semantic_segmentation INFO: Iters: 11240/150000 || Lr: 0.018646 || Task Loss: 1.1535 || KD Loss: 0.4469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:37 || Estimated Time: 2 days, 19:36:44
2023-07-24 16:16:11,876 semantic_segmentation INFO: Iters: 11250/150000 || Lr: 0.018645 || Task Loss: 1.2029 || KD Loss: 0.4597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:54 || Estimated Time: 2 days, 19:36:21
2023-07-24 16:16:29,195 semantic_segmentation INFO: Iters: 11260/150000 || Lr: 0.018644 || Task Loss: 1.0292 || KD Loss: 0.4621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:11 || Estimated Time: 2 days, 19:36:00
2023-07-24 16:16:46,762 semantic_segmentation INFO: Iters: 11270/150000 || Lr: 0.018642 || Task Loss: 1.1855 || KD Loss: 0.6204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:29 || Estimated Time: 2 days, 19:35:43
2023-07-24 16:17:04,341 semantic_segmentation INFO: Iters: 11280/150000 || Lr: 0.018641 || Task Loss: 1.2200 || KD Loss: 0.5539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:46 || Estimated Time: 2 days, 19:35:26
2023-07-24 16:17:21,966 semantic_segmentation INFO: Iters: 11290/150000 || Lr: 0.018640 || Task Loss: 0.9557 || KD Loss: 0.3913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:04 || Estimated Time: 2 days, 19:35:10
2023-07-24 16:17:39,048 semantic_segmentation INFO: Iters: 11300/150000 || Lr: 0.018639 || Task Loss: 0.9657 || KD Loss: 0.4367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:21 || Estimated Time: 2 days, 19:34:46
2023-07-24 16:17:56,643 semantic_segmentation INFO: Iters: 11310/150000 || Lr: 0.018638 || Task Loss: 1.1278 || KD Loss: 0.5756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:38 || Estimated Time: 2 days, 19:34:29
2023-07-24 16:18:14,011 semantic_segmentation INFO: Iters: 11320/150000 || Lr: 0.018636 || Task Loss: 0.8415 || KD Loss: 0.3783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:56 || Estimated Time: 2 days, 19:34:10
2023-07-24 16:18:31,532 semantic_segmentation INFO: Iters: 11330/150000 || Lr: 0.018635 || Task Loss: 0.9909 || KD Loss: 0.3842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:13 || Estimated Time: 2 days, 19:33:52
2023-07-24 16:18:48,694 semantic_segmentation INFO: Iters: 11340/150000 || Lr: 0.018634 || Task Loss: 1.0932 || KD Loss: 0.5379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:30 || Estimated Time: 2 days, 19:33:30
2023-07-24 16:19:06,264 semantic_segmentation INFO: Iters: 11350/150000 || Lr: 0.018633 || Task Loss: 1.7094 || KD Loss: 0.7854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:48 || Estimated Time: 2 days, 19:33:13
2023-07-24 16:19:23,495 semantic_segmentation INFO: Iters: 11360/150000 || Lr: 0.018632 || Task Loss: 1.0570 || KD Loss: 0.4688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:05 || Estimated Time: 2 days, 19:32:51
2023-07-24 16:19:40,907 semantic_segmentation INFO: Iters: 11370/150000 || Lr: 0.018630 || Task Loss: 0.8512 || KD Loss: 0.3245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:23 || Estimated Time: 2 days, 19:32:33
2023-07-24 16:19:58,207 semantic_segmentation INFO: Iters: 11380/150000 || Lr: 0.018629 || Task Loss: 1.3869 || KD Loss: 0.7322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:40 || Estimated Time: 2 days, 19:32:12
2023-07-24 16:20:15,742 semantic_segmentation INFO: Iters: 11390/150000 || Lr: 0.018628 || Task Loss: 0.9964 || KD Loss: 0.4663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:58 || Estimated Time: 2 days, 19:31:54
2023-07-24 16:20:33,236 semantic_segmentation INFO: Iters: 11400/150000 || Lr: 0.018627 || Task Loss: 0.8667 || KD Loss: 0.4227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:15 || Estimated Time: 2 days, 19:31:36
2023-07-24 16:20:50,410 semantic_segmentation INFO: Iters: 11410/150000 || Lr: 0.018626 || Task Loss: 1.1527 || KD Loss: 0.4948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:32 || Estimated Time: 2 days, 19:31:14
2023-07-24 16:21:07,642 semantic_segmentation INFO: Iters: 11420/150000 || Lr: 0.018624 || Task Loss: 1.1115 || KD Loss: 0.4131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:49 || Estimated Time: 2 days, 19:30:53
2023-07-24 16:21:25,386 semantic_segmentation INFO: Iters: 11430/150000 || Lr: 0.018623 || Task Loss: 1.2137 || KD Loss: 0.5451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:07 || Estimated Time: 2 days, 19:30:38
2023-07-24 16:21:42,595 semantic_segmentation INFO: Iters: 11440/150000 || Lr: 0.018622 || Task Loss: 1.4816 || KD Loss: 0.6676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:24 || Estimated Time: 2 days, 19:30:17
2023-07-24 16:21:59,756 semantic_segmentation INFO: Iters: 11450/150000 || Lr: 0.018621 || Task Loss: 1.3855 || KD Loss: 0.6802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:42 || Estimated Time: 2 days, 19:29:55
2023-07-24 16:22:16,961 semantic_segmentation INFO: Iters: 11460/150000 || Lr: 0.018620 || Task Loss: 1.7692 || KD Loss: 0.8178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:59 || Estimated Time: 2 days, 19:29:33
2023-07-24 16:22:34,240 semantic_segmentation INFO: Iters: 11470/150000 || Lr: 0.018618 || Task Loss: 0.9835 || KD Loss: 0.3747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:16 || Estimated Time: 2 days, 19:29:12
2023-07-24 16:22:51,563 semantic_segmentation INFO: Iters: 11480/150000 || Lr: 0.018617 || Task Loss: 1.1388 || KD Loss: 0.4736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:33 || Estimated Time: 2 days, 19:28:52
2023-07-24 16:23:08,763 semantic_segmentation INFO: Iters: 11490/150000 || Lr: 0.018616 || Task Loss: 1.1301 || KD Loss: 0.4758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:51 || Estimated Time: 2 days, 19:28:30
2023-07-24 16:23:26,081 semantic_segmentation INFO: Iters: 11500/150000 || Lr: 0.018615 || Task Loss: 1.0976 || KD Loss: 0.5563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:08 || Estimated Time: 2 days, 19:28:10
2023-07-24 16:23:43,388 semantic_segmentation INFO: Iters: 11510/150000 || Lr: 0.018613 || Task Loss: 0.8526 || KD Loss: 0.3414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:25 || Estimated Time: 2 days, 19:27:50
2023-07-24 16:24:00,961 semantic_segmentation INFO: Iters: 11520/150000 || Lr: 0.018612 || Task Loss: 1.2981 || KD Loss: 0.5674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:43 || Estimated Time: 2 days, 19:27:33
2023-07-24 16:24:18,083 semantic_segmentation INFO: Iters: 11530/150000 || Lr: 0.018611 || Task Loss: 1.0319 || KD Loss: 0.4061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:00 || Estimated Time: 2 days, 19:27:10
2023-07-24 16:24:35,308 semantic_segmentation INFO: Iters: 11540/150000 || Lr: 0.018610 || Task Loss: 0.9508 || KD Loss: 0.3976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:17 || Estimated Time: 2 days, 19:26:49
2023-07-24 16:24:52,609 semantic_segmentation INFO: Iters: 11550/150000 || Lr: 0.018609 || Task Loss: 1.1832 || KD Loss: 0.5543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:34 || Estimated Time: 2 days, 19:26:28
2023-07-24 16:25:10,096 semantic_segmentation INFO: Iters: 11560/150000 || Lr: 0.018607 || Task Loss: 1.3663 || KD Loss: 0.7256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:52 || Estimated Time: 2 days, 19:26:10
2023-07-24 16:25:27,249 semantic_segmentation INFO: Iters: 11570/150000 || Lr: 0.018606 || Task Loss: 1.1481 || KD Loss: 0.5394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:09 || Estimated Time: 2 days, 19:25:49
2023-07-24 16:25:44,499 semantic_segmentation INFO: Iters: 11580/150000 || Lr: 0.018605 || Task Loss: 1.6384 || KD Loss: 0.7547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:26 || Estimated Time: 2 days, 19:25:27
2023-07-24 16:26:02,039 semantic_segmentation INFO: Iters: 11590/150000 || Lr: 0.018604 || Task Loss: 1.1962 || KD Loss: 0.5049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:44 || Estimated Time: 2 days, 19:25:10
2023-07-24 16:26:19,667 semantic_segmentation INFO: Iters: 11600/150000 || Lr: 0.018603 || Task Loss: 0.9269 || KD Loss: 0.4297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:01 || Estimated Time: 2 days, 19:24:54
2023-07-24 16:26:37,225 semantic_segmentation INFO: Iters: 11610/150000 || Lr: 0.018601 || Task Loss: 1.0382 || KD Loss: 0.4160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:19 || Estimated Time: 2 days, 19:24:36
2023-07-24 16:26:54,456 semantic_segmentation INFO: Iters: 11620/150000 || Lr: 0.018600 || Task Loss: 1.1957 || KD Loss: 0.5886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:36 || Estimated Time: 2 days, 19:24:15
2023-07-24 16:27:11,681 semantic_segmentation INFO: Iters: 11630/150000 || Lr: 0.018599 || Task Loss: 0.9654 || KD Loss: 0.4580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:53 || Estimated Time: 2 days, 19:23:54
2023-07-24 16:27:28,876 semantic_segmentation INFO: Iters: 11640/150000 || Lr: 0.018598 || Task Loss: 1.6169 || KD Loss: 0.6298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:11 || Estimated Time: 2 days, 19:23:33
2023-07-24 16:27:46,300 semantic_segmentation INFO: Iters: 11650/150000 || Lr: 0.018597 || Task Loss: 0.9945 || KD Loss: 0.4477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:28 || Estimated Time: 2 days, 19:23:13
2023-07-24 16:28:03,557 semantic_segmentation INFO: Iters: 11660/150000 || Lr: 0.018595 || Task Loss: 1.7148 || KD Loss: 0.9308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:45 || Estimated Time: 2 days, 19:22:52
2023-07-24 16:28:20,772 semantic_segmentation INFO: Iters: 11670/150000 || Lr: 0.018594 || Task Loss: 0.7904 || KD Loss: 0.3383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:03 || Estimated Time: 2 days, 19:22:31
2023-07-24 16:28:38,813 semantic_segmentation INFO: Iters: 11680/150000 || Lr: 0.018593 || Task Loss: 0.9922 || KD Loss: 0.3648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:21 || Estimated Time: 2 days, 19:22:20
2023-07-24 16:28:55,897 semantic_segmentation INFO: Iters: 11690/150000 || Lr: 0.018592 || Task Loss: 1.0960 || KD Loss: 0.5330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:38 || Estimated Time: 2 days, 19:21:57
2023-07-24 16:29:13,133 semantic_segmentation INFO: Iters: 11700/150000 || Lr: 0.018590 || Task Loss: 0.8664 || KD Loss: 0.3528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:55 || Estimated Time: 2 days, 19:21:36
2023-07-24 16:29:30,328 semantic_segmentation INFO: Iters: 11710/150000 || Lr: 0.018589 || Task Loss: 0.8352 || KD Loss: 0.3056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:12 || Estimated Time: 2 days, 19:21:15
2023-07-24 16:29:47,516 semantic_segmentation INFO: Iters: 11720/150000 || Lr: 0.018588 || Task Loss: 1.0100 || KD Loss: 0.3782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:29 || Estimated Time: 2 days, 19:20:52
2023-07-24 16:30:05,095 semantic_segmentation INFO: Iters: 11730/150000 || Lr: 0.018587 || Task Loss: 0.9526 || KD Loss: 0.3605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:47 || Estimated Time: 2 days, 19:20:36
2023-07-24 16:30:22,543 semantic_segmentation INFO: Iters: 11740/150000 || Lr: 0.018586 || Task Loss: 1.1939 || KD Loss: 0.6049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:04 || Estimated Time: 2 days, 19:20:17
2023-07-24 16:30:39,618 semantic_segmentation INFO: Iters: 11750/150000 || Lr: 0.018584 || Task Loss: 1.3577 || KD Loss: 0.6087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:21 || Estimated Time: 2 days, 19:19:54
2023-07-24 16:30:56,827 semantic_segmentation INFO: Iters: 11760/150000 || Lr: 0.018583 || Task Loss: 1.3203 || KD Loss: 0.6550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:39 || Estimated Time: 2 days, 19:19:33
2023-07-24 16:31:14,052 semantic_segmentation INFO: Iters: 11770/150000 || Lr: 0.018582 || Task Loss: 1.4547 || KD Loss: 0.6567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:56 || Estimated Time: 2 days, 19:19:12
2023-07-24 16:31:31,160 semantic_segmentation INFO: Iters: 11780/150000 || Lr: 0.018581 || Task Loss: 1.2272 || KD Loss: 0.6959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:13 || Estimated Time: 2 days, 19:18:50
2023-07-24 16:31:48,331 semantic_segmentation INFO: Iters: 11790/150000 || Lr: 0.018580 || Task Loss: 0.8595 || KD Loss: 0.3708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:30 || Estimated Time: 2 days, 19:18:27
2023-07-24 16:32:05,568 semantic_segmentation INFO: Iters: 11800/150000 || Lr: 0.018578 || Task Loss: 1.6221 || KD Loss: 0.7789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:47 || Estimated Time: 2 days, 19:18:06
2023-07-24 16:32:22,841 semantic_segmentation INFO: Iters: 11810/150000 || Lr: 0.018577 || Task Loss: 1.0410 || KD Loss: 0.5052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:05 || Estimated Time: 2 days, 19:17:46
2023-07-24 16:32:40,283 semantic_segmentation INFO: Iters: 11820/150000 || Lr: 0.018576 || Task Loss: 0.8728 || KD Loss: 0.3848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:22 || Estimated Time: 2 days, 19:17:27
2023-07-24 16:32:57,578 semantic_segmentation INFO: Iters: 11830/150000 || Lr: 0.018575 || Task Loss: 0.8997 || KD Loss: 0.3517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:39 || Estimated Time: 2 days, 19:17:07
2023-07-24 16:33:14,779 semantic_segmentation INFO: Iters: 11840/150000 || Lr: 0.018574 || Task Loss: 1.1757 || KD Loss: 0.5845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:57 || Estimated Time: 2 days, 19:16:45
2023-07-24 16:33:32,293 semantic_segmentation INFO: Iters: 11850/150000 || Lr: 0.018572 || Task Loss: 1.3165 || KD Loss: 0.5531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:14 || Estimated Time: 2 days, 19:16:28
2023-07-24 16:33:49,450 semantic_segmentation INFO: Iters: 11860/150000 || Lr: 0.018571 || Task Loss: 1.3456 || KD Loss: 0.7358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:31 || Estimated Time: 2 days, 19:16:06
2023-07-24 16:34:07,097 semantic_segmentation INFO: Iters: 11870/150000 || Lr: 0.018570 || Task Loss: 1.3318 || KD Loss: 0.6676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:49 || Estimated Time: 2 days, 19:15:50
2023-07-24 16:34:24,201 semantic_segmentation INFO: Iters: 11880/150000 || Lr: 0.018569 || Task Loss: 1.4519 || KD Loss: 0.6269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:06 || Estimated Time: 2 days, 19:15:28
2023-07-24 16:34:41,486 semantic_segmentation INFO: Iters: 11890/150000 || Lr: 0.018567 || Task Loss: 1.0453 || KD Loss: 0.5040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:23 || Estimated Time: 2 days, 19:15:07
2023-07-24 16:34:58,604 semantic_segmentation INFO: Iters: 11900/150000 || Lr: 0.018566 || Task Loss: 1.1049 || KD Loss: 0.4999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:40 || Estimated Time: 2 days, 19:14:44
2023-07-24 16:35:15,720 semantic_segmentation INFO: Iters: 11910/150000 || Lr: 0.018565 || Task Loss: 1.4140 || KD Loss: 0.6629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:58 || Estimated Time: 2 days, 19:14:22
2023-07-24 16:35:33,113 semantic_segmentation INFO: Iters: 11920/150000 || Lr: 0.018564 || Task Loss: 1.1074 || KD Loss: 0.4617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:15 || Estimated Time: 2 days, 19:14:03
2023-07-24 16:35:50,501 semantic_segmentation INFO: Iters: 11930/150000 || Lr: 0.018563 || Task Loss: 1.5873 || KD Loss: 0.6483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:32 || Estimated Time: 2 days, 19:13:44
2023-07-24 16:36:07,704 semantic_segmentation INFO: Iters: 11940/150000 || Lr: 0.018561 || Task Loss: 1.2467 || KD Loss: 0.5567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:49 || Estimated Time: 2 days, 19:13:23
2023-07-24 16:36:24,979 semantic_segmentation INFO: Iters: 11950/150000 || Lr: 0.018560 || Task Loss: 0.9964 || KD Loss: 0.3700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:07 || Estimated Time: 2 days, 19:13:02
2023-07-24 16:36:42,132 semantic_segmentation INFO: Iters: 11960/150000 || Lr: 0.018559 || Task Loss: 1.1610 || KD Loss: 0.4766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:24 || Estimated Time: 2 days, 19:12:40
2023-07-24 16:36:59,309 semantic_segmentation INFO: Iters: 11970/150000 || Lr: 0.018558 || Task Loss: 0.9387 || KD Loss: 0.4095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:41 || Estimated Time: 2 days, 19:12:19
2023-07-24 16:37:16,510 semantic_segmentation INFO: Iters: 11980/150000 || Lr: 0.018557 || Task Loss: 1.3790 || KD Loss: 0.6971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:58 || Estimated Time: 2 days, 19:11:57
2023-07-24 16:37:33,640 semantic_segmentation INFO: Iters: 11990/150000 || Lr: 0.018555 || Task Loss: 0.9816 || KD Loss: 0.4109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:15 || Estimated Time: 2 days, 19:11:36
2023-07-24 16:37:50,994 semantic_segmentation INFO: Iters: 12000/150000 || Lr: 0.018554 || Task Loss: 0.8475 || KD Loss: 0.3020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:33 || Estimated Time: 2 days, 19:11:16
2023-07-24 16:37:51,115 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 16:37:51,509 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.083
2023-07-24 16:37:51,522 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.910, mIoU: 0.118
2023-07-24 16:37:51,534 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.918, mIoU: 0.119
2023-07-24 16:37:51,548 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.934, mIoU: 0.122
2023-07-24 16:37:51,562 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.876, mIoU: 0.181
2023-07-24 16:37:51,574 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.891, mIoU: 0.225
2023-07-24 16:37:51,588 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.885, mIoU: 0.255
2023-07-24 16:37:51,602 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.894, mIoU: 0.266
2023-07-24 16:37:51,615 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.891, mIoU: 0.265
2023-07-24 16:37:51,629 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.884, mIoU: 0.262
2023-07-24 16:37:51,643 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.875, mIoU: 0.262
2023-07-24 16:37:51,657 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.880, mIoU: 0.263
2023-07-24 16:37:51,669 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.845, mIoU: 0.260
2023-07-24 16:37:51,683 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.810, mIoU: 0.230
2023-07-24 16:37:51,697 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.802, mIoU: 0.220
2023-07-24 16:37:51,709 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.811, mIoU: 0.216
2023-07-24 16:37:51,719 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.805, mIoU: 0.210
2023-07-24 16:37:51,732 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.800, mIoU: 0.205
2023-07-24 16:37:51,746 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.806, mIoU: 0.205
2023-07-24 16:37:51,762 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.813, mIoU: 0.231
2023-07-24 16:37:51,776 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.813, mIoU: 0.220
2023-07-24 16:37:51,791 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.816, mIoU: 0.219
2023-07-24 16:37:51,806 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.813, mIoU: 0.242
2023-07-24 16:37:51,821 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.815, mIoU: 0.246
2023-07-24 16:37:51,837 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.811, mIoU: 0.241
2023-07-24 16:37:51,851 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.811, mIoU: 0.251
2023-07-24 16:37:51,865 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.815, mIoU: 0.249
2023-07-24 16:37:51,876 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.820, mIoU: 0.249
2023-07-24 16:37:51,891 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.818, mIoU: 0.243
2023-07-24 16:37:51,905 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.824, mIoU: 0.243
2023-07-24 16:37:51,919 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.823, mIoU: 0.239
2023-07-24 16:37:51,934 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.827, mIoU: 0.241
2023-07-24 16:37:51,948 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.828, mIoU: 0.240
2023-07-24 16:37:51,962 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.827, mIoU: 0.237
2023-07-24 16:37:51,977 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.825, mIoU: 0.261
2023-07-24 16:37:51,991 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.828, mIoU: 0.263
2023-07-24 16:37:52,004 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.823, mIoU: 0.263
2023-07-24 16:37:52,016 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.827, mIoU: 0.302
2023-07-24 16:37:52,032 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.828, mIoU: 0.301
2023-07-24 16:37:52,044 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.829, mIoU: 0.296
2023-07-24 16:37:52,057 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.829, mIoU: 0.330
2023-07-24 16:37:52,071 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.833, mIoU: 0.331
2023-07-24 16:37:52,085 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.830, mIoU: 0.328
2023-07-24 16:37:52,098 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.832, mIoU: 0.328
2023-07-24 16:37:52,113 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:37:52,128 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.831, mIoU: 0.331
2023-07-24 16:37:52,142 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.834, mIoU: 0.337
2023-07-24 16:37:52,155 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.836, mIoU: 0.338
2023-07-24 16:37:52,170 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.835, mIoU: 0.342
2023-07-24 16:37:52,187 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.835, mIoU: 0.341
2023-07-24 16:37:52,204 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.834, mIoU: 0.339
2023-07-24 16:37:52,220 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.837, mIoU: 0.339
2023-07-24 16:37:52,234 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.839, mIoU: 0.338
2023-07-24 16:37:52,251 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.840, mIoU: 0.338
2023-07-24 16:37:52,267 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.839, mIoU: 0.336
2023-07-24 16:37:52,281 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.838, mIoU: 0.332
2023-07-24 16:37:52,297 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.840, mIoU: 0.332
2023-07-24 16:37:52,315 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.843, mIoU: 0.331
2023-07-24 16:37:52,328 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.844, mIoU: 0.335
2023-07-24 16:37:52,344 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 16:37:52,358 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.834, mIoU: 0.334
2023-07-24 16:37:52,373 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.831, mIoU: 0.331
2023-07-24 16:37:52,387 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.834, mIoU: 0.331
2023-07-24 16:37:52,405 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 16:37:52,419 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.836, mIoU: 0.346
2023-07-24 16:37:52,435 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.837, mIoU: 0.345
2023-07-24 16:37:52,450 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.839, mIoU: 0.344
2023-07-24 16:37:52,463 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.837, mIoU: 0.343
2023-07-24 16:37:52,479 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.838, mIoU: 0.344
2023-07-24 16:37:52,494 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.837, mIoU: 0.346
2023-07-24 16:37:52,510 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.836, mIoU: 0.345
2023-07-24 16:37:52,524 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.838, mIoU: 0.347
2023-07-24 16:37:52,539 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.838, mIoU: 0.347
2023-07-24 16:37:52,555 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.839, mIoU: 0.346
2023-07-24 16:37:52,570 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.838, mIoU: 0.334
2023-07-24 16:37:52,586 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.840, mIoU: 0.334
2023-07-24 16:37:52,601 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.835, mIoU: 0.331
2023-07-24 16:37:52,611 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.835, mIoU: 0.330
2023-07-24 16:37:52,627 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.834, mIoU: 0.343
2023-07-24 16:37:52,644 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.835, mIoU: 0.341
2023-07-24 16:37:52,657 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.826, mIoU: 0.334
2023-07-24 16:37:52,673 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.825, mIoU: 0.333
2023-07-24 16:37:52,689 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 16:37:52,704 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.822, mIoU: 0.324
2023-07-24 16:37:52,720 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.821, mIoU: 0.322
2023-07-24 16:37:52,736 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.821, mIoU: 0.320
2023-07-24 16:37:52,752 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 16:37:52,768 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:37:52,783 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:37:52,796 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:37:52,812 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 16:37:52,828 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 16:37:52,844 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.817, mIoU: 0.311
2023-07-24 16:37:52,859 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.815, mIoU: 0.311
2023-07-24 16:37:52,874 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.813, mIoU: 0.310
2023-07-24 16:37:52,890 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.814, mIoU: 0.310
2023-07-24 16:37:52,903 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.814, mIoU: 0.310
2023-07-24 16:37:52,917 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.816, mIoU: 0.313
2023-07-24 16:37:52,932 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.817, mIoU: 0.313
2023-07-24 16:37:52,945 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.817, mIoU: 0.318
2023-07-24 16:37:52,961 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.818, mIoU: 0.318
2023-07-24 16:37:52,975 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.820, mIoU: 0.317
2023-07-24 16:37:52,989 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 16:37:53,004 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.820, mIoU: 0.317
2023-07-24 16:37:53,019 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.821, mIoU: 0.319
2023-07-24 16:37:53,032 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.821, mIoU: 0.321
2023-07-24 16:37:53,047 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.820, mIoU: 0.319
2023-07-24 16:37:53,062 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 16:37:53,076 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 16:37:53,089 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:37:53,102 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 16:37:53,115 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.823, mIoU: 0.319
2023-07-24 16:37:53,130 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 16:37:53,145 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.824, mIoU: 0.318
2023-07-24 16:37:53,160 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 16:37:53,174 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:37:53,188 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.825, mIoU: 0.318
2023-07-24 16:37:53,203 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.825, mIoU: 0.318
2023-07-24 16:37:53,217 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.826, mIoU: 0.318
2023-07-24 16:37:53,233 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.825, mIoU: 0.314
2023-07-24 16:37:53,248 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.826, mIoU: 0.314
2023-07-24 16:37:53,262 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.827, mIoU: 0.314
2023-07-24 16:37:53,276 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.828, mIoU: 0.313
2023-07-24 16:37:53,292 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.829, mIoU: 0.314
2023-07-24 16:37:53,308 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.831, mIoU: 0.314
2023-07-24 16:37:53,316 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.830, mIoU: 0.313
2023-07-24 16:37:53,329 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.830, mIoU: 0.313
2023-07-24 16:37:53,345 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.826, mIoU: 0.309
2023-07-24 16:37:53,354 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 16:37:53,368 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 16:37:53,383 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 16:37:53,399 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.828, mIoU: 0.314
2023-07-24 16:37:53,412 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.829, mIoU: 0.314
2023-07-24 16:37:53,428 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.828, mIoU: 0.312
2023-07-24 16:37:53,441 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.828, mIoU: 0.314
2023-07-24 16:37:53,455 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.829, mIoU: 0.315
2023-07-24 16:37:53,470 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.827, mIoU: 0.315
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2023-07-24 16:37:56,762 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.825, mIoU: 0.321
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2023-07-24 16:37:56,793 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.824, mIoU: 0.319
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2023-07-24 16:37:56,822 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 16:37:56,835 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 16:37:56,851 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.825, mIoU: 0.319
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2023-07-24 16:37:56,967 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.826, mIoU: 0.318
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2023-07-24 16:37:57,071 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.828, mIoU: 0.317
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2023-07-24 16:37:57,115 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 16:37:57,130 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.829, mIoU: 0.320
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2023-07-24 16:37:57,264 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.826, mIoU: 0.319
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2023-07-24 16:37:57,421 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.829, mIoU: 0.319
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2023-07-24 16:37:57,795 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:37:57,810 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:37:57,825 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.829, mIoU: 0.321
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2023-07-24 16:37:57,931 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.829, mIoU: 0.323
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2023-07-24 16:37:58,022 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.827, mIoU: 0.318
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2023-07-24 16:37:58,181 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.828, mIoU: 0.315
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2023-07-24 16:37:58,211 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.827, mIoU: 0.313
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2023-07-24 16:37:58,242 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.827, mIoU: 0.314
2023-07-24 16:37:58,255 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.828, mIoU: 0.314
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2023-07-24 16:37:58,298 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.827, mIoU: 0.314
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2023-07-24 16:37:58,387 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.827, mIoU: 0.319
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2023-07-24 16:37:58,518 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.828, mIoU: 0.321
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2023-07-24 16:37:58,758 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.830, mIoU: 0.322
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2023-07-24 16:37:59,014 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.828, mIoU: 0.319
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2023-07-24 16:37:59,045 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.829, mIoU: 0.320
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2023-07-24 16:37:59,120 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:37:59,133 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.829, mIoU: 0.327
2023-07-24 16:37:59,148 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 16:37:59,160 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,175 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.829, mIoU: 0.329
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2023-07-24 16:37:59,199 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,211 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,226 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.829, mIoU: 0.330
2023-07-24 16:37:59,241 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.829, mIoU: 0.330
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2023-07-24 16:37:59,271 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.829, mIoU: 0.331
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2023-07-24 16:37:59,294 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.830, mIoU: 0.331
2023-07-24 16:37:59,311 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.829, mIoU: 0.330
2023-07-24 16:37:59,327 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,343 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,359 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,373 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,387 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.829, mIoU: 0.330
2023-07-24 16:37:59,403 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,419 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:37:59,435 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.830, mIoU: 0.329
2023-07-24 16:37:59,448 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,462 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,477 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:37:59,493 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.830, mIoU: 0.328
2023-07-24 16:37:59,508 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.830, mIoU: 0.328
2023-07-24 16:37:59,521 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.830, mIoU: 0.327
2023-07-24 16:37:59,536 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:37:59,552 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 16:37:59,567 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 16:37:59,580 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 16:37:59,596 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.829, mIoU: 0.327
2023-07-24 16:37:59,611 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 16:37:59,623 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.829, mIoU: 0.326
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2023-07-24 16:37:59,683 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.830, mIoU: 0.326
2023-07-24 16:37:59,696 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:37:59,712 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.829, mIoU: 0.323
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2023-07-24 16:37:59,815 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.827, mIoU: 0.323
2023-07-24 16:37:59,828 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.827, mIoU: 0.323
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2023-07-24 16:37:59,901 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.827, mIoU: 0.323
2023-07-24 16:37:59,914 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.828, mIoU: 0.324
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2023-07-24 16:37:59,976 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.828, mIoU: 0.324
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2023-07-24 16:38:00,005 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.828, mIoU: 0.324
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2023-07-24 16:38:00,081 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.828, mIoU: 0.323
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2023-07-24 16:38:00,111 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:00,129 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-24 16:38:00,141 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.829, mIoU: 0.324
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2023-07-24 16:38:00,172 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 16:38:00,186 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-24 16:38:00,202 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-24 16:38:00,217 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,229 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,244 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,259 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,275 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,288 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,303 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,318 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,334 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,348 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,364 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 16:38:00,379 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.829, mIoU: 0.323
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2023-07-24 16:38:00,451 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.827, mIoU: 0.321
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2023-07-24 16:38:00,481 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 16:38:00,494 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:00,510 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 16:38:00,523 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 16:38:00,538 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 16:38:00,553 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:00,569 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:00,584 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.828, mIoU: 0.322
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2023-07-24 16:38:00,613 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 16:38:00,627 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:00,641 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 16:38:00,655 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.827, mIoU: 0.325
2023-07-24 16:38:00,670 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:00,688 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:00,703 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:00,718 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.828, mIoU: 0.327
2023-07-24 16:38:00,729 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.828, mIoU: 0.327
2023-07-24 16:38:00,742 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.828, mIoU: 0.327
2023-07-24 16:38:00,758 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.828, mIoU: 0.327
2023-07-24 16:38:00,772 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:00,787 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.829, mIoU: 0.327
2023-07-24 16:38:00,801 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.829, mIoU: 0.326
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2023-07-24 16:38:00,830 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.829, mIoU: 0.327
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2023-07-24 16:38:00,879 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-24 16:38:00,893 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:38:00,907 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.829, mIoU: 0.328
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2023-07-24 16:38:00,951 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.830, mIoU: 0.328
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2023-07-24 16:38:01,025 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-24 16:38:01,041 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.830, mIoU: 0.328
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2023-07-24 16:38:01,081 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.829, mIoU: 0.327
2023-07-24 16:38:01,096 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.829, mIoU: 0.327
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2023-07-24 16:38:01,186 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.829, mIoU: 0.327
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2023-07-24 16:38:01,253 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.830, mIoU: 0.328
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2023-07-24 16:38:02,073 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,086 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,102 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,117 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,130 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,143 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,159 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,174 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,190 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,205 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,217 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,231 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,245 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,258 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,273 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,290 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.831, mIoU: 0.329
2023-07-24 16:38:02,304 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.831, mIoU: 0.329
2023-07-24 16:38:02,319 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.831, mIoU: 0.329
2023-07-24 16:38:02,332 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.831, mIoU: 0.329
2023-07-24 16:38:02,347 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.832, mIoU: 0.329
2023-07-24 16:38:02,362 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,375 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,388 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,404 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,419 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,433 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,448 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,464 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,478 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,491 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,506 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,522 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 16:38:02,539 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,552 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,567 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,580 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,596 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,609 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,623 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.832, mIoU: 0.327
2023-07-24 16:38:02,638 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,653 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,666 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,681 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,697 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,712 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.830, mIoU: 0.327
2023-07-24 16:38:02,728 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,741 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,753 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,768 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.830, mIoU: 0.327
2023-07-24 16:38:02,781 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,794 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,807 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 16:38:02,823 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.830, mIoU: 0.326
2023-07-24 16:38:02,836 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,850 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.830, mIoU: 0.326
2023-07-24 16:38:02,864 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,880 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,895 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,911 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,924 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,938 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:02,953 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:02,968 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 16:38:02,983 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:02,998 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,011 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 16:38:03,024 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,035 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,051 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,066 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,080 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,094 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,105 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,118 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,133 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,147 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,160 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,175 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:03,187 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:03,203 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:03,216 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:03,232 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:03,245 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:03,260 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:03,275 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:03,289 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 16:38:03,304 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 16:38:03,320 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:03,335 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:03,350 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:03,365 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:03,381 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 16:38:03,396 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:03,410 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:03,425 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:03,439 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:03,452 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:03,465 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:03,478 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:03,494 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:03,508 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:03,524 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:03,538 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:03,549 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:03,563 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,579 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:03,593 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,606 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:03,622 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:03,637 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,651 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,665 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,681 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 16:38:03,696 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:03,710 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:03,721 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:03,738 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:03,753 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 16:38:03,768 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 16:38:03,782 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 16:38:03,797 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 16:38:03,812 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:03,827 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:03,842 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:03,855 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:03,870 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:03,883 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:03,898 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:03,912 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:03,925 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:03,940 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:03,953 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:03,969 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:03,984 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,000 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,015 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,031 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,046 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,060 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,077 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,092 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,108 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,124 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,134 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,150 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,163 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 16:38:04,178 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.829, mIoU: 0.318
2023-07-24 16:38:04,193 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,209 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,222 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 16:38:04,237 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,252 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,266 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,282 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,298 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 16:38:04,310 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,326 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,340 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,355 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,368 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,382 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,397 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,412 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,426 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,442 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,457 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,471 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,486 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,501 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,515 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 16:38:04,529 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,543 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,558 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,573 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,589 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,604 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,620 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,635 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,648 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 16:38:04,660 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,675 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,688 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,701 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,716 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,730 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 16:38:04,744 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,760 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,772 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,785 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,800 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,815 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,827 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,842 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,855 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,871 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,885 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,902 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,917 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,932 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,941 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,957 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,972 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,985 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 16:38:04,999 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,015 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,030 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,043 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,058 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,073 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,089 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,104 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,119 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,136 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,151 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,164 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,179 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 16:38:05,193 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,208 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,221 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,235 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,251 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,266 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,273 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,286 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,299 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,312 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,324 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,339 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,354 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,369 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,381 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,394 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,409 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,419 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,435 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,448 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,463 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:05,479 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:05,494 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:05,509 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,521 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,534 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,549 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,564 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:05,580 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,595 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,608 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,618 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,629 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,642 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,654 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,669 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:05,682 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,697 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:05,712 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:05,727 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:05,741 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:05,756 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:05,771 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,786 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,801 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,815 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,829 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,844 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,860 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,872 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:05,885 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:05,901 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,914 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,930 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 16:38:05,943 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,958 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,973 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:05,991 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,007 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,020 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,036 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 16:38:06,051 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 16:38:06,067 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 16:38:06,083 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 16:38:06,096 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,110 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,125 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,142 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 16:38:06,157 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,172 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,187 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,203 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 16:38:06,218 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,233 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 16:38:06,246 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 16:38:06,261 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,271 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,284 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:06,299 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,311 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,326 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,341 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,356 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,372 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,387 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,402 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:06,417 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 16:38:06,429 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,445 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,457 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,472 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,488 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,501 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,517 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,530 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,546 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,561 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,577 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,593 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,608 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 16:38:06,621 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:06,634 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 16:38:06,650 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,664 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 16:38:06,677 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 16:38:06,693 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 16:38:06,708 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,723 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,736 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 16:38:06,749 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,764 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,780 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,795 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,808 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,821 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,836 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,851 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,866 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,881 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,897 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,913 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,928 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,943 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,960 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:06,975 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 16:38:06,991 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:07,006 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:38:07,020 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:38:07,036 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:38:07,052 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.830, mIoU: 0.325
2023-07-24 16:38:07,068 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:38:07,081 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 16:38:07,095 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,110 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,126 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 16:38:07,139 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 16:38:07,154 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,169 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,183 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 16:38:07,198 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 16:38:07,213 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.829, mIoU: 0.325
2023-07-24 16:38:07,228 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,240 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,255 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 16:38:07,271 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.828, mIoU: 0.326
2023-07-24 16:38:07,283 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,299 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 16:38:07,313 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,322 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,338 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,354 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,367 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,384 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.827, mIoU: 0.322
2023-07-24 16:38:07,400 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.827, mIoU: 0.323
2023-07-24 16:38:07,413 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.827, mIoU: 0.323
2023-07-24 16:38:07,427 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,443 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 16:38:07,459 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.827, mIoU: 0.322
2023-07-24 16:38:07,474 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.827, mIoU: 0.322
2023-07-24 16:38:07,492 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,505 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,522 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,536 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,549 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,564 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,578 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-24 16:38:07,593 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.827, mIoU: 0.322
2023-07-24 16:38:07,605 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,617 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,632 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,646 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,660 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,675 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:07,687 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 16:38:07,703 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,718 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 16:38:07,732 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 16:38:07,748 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 16:38:07,764 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.827, mIoU: 0.319
2023-07-24 16:38:07,780 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,796 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 16:38:07,809 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 16:38:07,825 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 16:38:07,840 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,856 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,871 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,885 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,901 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,914 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,927 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,939 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.826, mIoU: 0.320
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2023-07-24 16:38:07,969 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,984 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:07,999 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,009 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,022 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,038 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.827, mIoU: 0.321
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2023-07-24 16:38:08,065 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.827, mIoU: 0.320
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2023-07-24 16:38:08,096 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,110 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,124 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,138 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,153 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,166 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,181 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,194 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 16:38:08,207 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.827, mIoU: 0.321
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2023-07-24 16:38:08,237 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,252 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,267 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 16:38:08,280 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,295 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,310 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,322 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,337 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,352 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,367 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,381 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,394 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,407 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,421 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 16:38:08,436 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,451 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 16:38:08,463 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.825, mIoU: 0.320
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2023-07-24 16:38:08,495 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.826, mIoU: 0.320
2023-07-24 16:38:08,509 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.826, mIoU: 0.322
2023-07-24 16:38:08,520 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.826, mIoU: 0.322
2023-07-24 16:38:08,534 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,550 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,566 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,581 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,595 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 16:38:08,610 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,625 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,640 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,657 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,673 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,688 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,704 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,720 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,735 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,749 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,764 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.825, mIoU: 0.321
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2023-07-24 16:38:08,793 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 16:38:08,809 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 16:38:08,825 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 16:38:08,838 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 16:38:08,853 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.824, mIoU: 0.318
2023-07-24 16:38:08,865 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.824, mIoU: 0.318
2023-07-24 16:38:08,879 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.823, mIoU: 0.318
2023-07-24 16:38:08,895 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.823, mIoU: 0.318
2023-07-24 16:38:08,910 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.823, mIoU: 0.318
2023-07-24 16:38:08,923 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.823, mIoU: 0.317
2023-07-24 16:38:08,938 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.823, mIoU: 0.318
2023-07-24 16:38:08,954 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:08,969 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.823, mIoU: 0.317
2023-07-24 16:38:08,981 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.823, mIoU: 0.317
2023-07-24 16:38:08,996 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,011 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,022 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,037 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,052 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,067 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,080 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,093 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,108 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,122 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,137 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 16:38:09,150 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,165 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,178 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,191 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:09,206 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:09,221 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,236 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:09,251 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,267 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,281 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,296 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,310 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,325 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,341 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,354 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,367 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,384 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:09,399 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,415 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,429 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,442 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,458 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,473 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:09,487 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:09,501 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:09,516 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,532 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,546 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,561 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,576 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,592 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,604 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,619 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,634 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,647 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,661 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,676 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,690 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,705 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:09,720 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,734 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,748 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,763 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,778 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:09,794 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,809 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,824 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,840 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,855 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,868 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,882 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,898 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,914 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,928 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,943 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.820, mIoU: 0.312
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2023-07-24 16:38:09,974 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:09,990 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 16:38:10,006 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,022 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,037 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,050 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,063 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,077 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.820, mIoU: 0.313
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2023-07-24 16:38:10,103 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.820, mIoU: 0.314
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2023-07-24 16:38:10,133 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,146 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,159 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,174 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.821, mIoU: 0.314
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2023-07-24 16:38:10,200 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,215 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,231 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.820, mIoU: 0.314
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2023-07-24 16:38:10,262 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,275 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,291 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,306 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,319 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,335 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,350 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,366 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,379 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,394 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,410 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,424 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,439 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,452 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,467 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:10,482 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:10,497 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,512 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,525 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,540 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 16:38:10,555 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 16:38:10,570 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,585 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,600 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,615 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,630 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,640 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,655 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,668 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,681 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,698 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,713 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,727 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,740 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,753 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,767 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,782 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,796 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,811 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,826 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,839 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,855 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:10,870 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,883 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,899 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,914 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,927 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,942 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,954 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,970 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,984 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:10,999 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,014 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,027 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,040 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,054 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,068 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,082 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,095 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,108 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,122 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,137 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,152 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,165 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,180 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,197 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,213 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,229 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,244 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,252 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 16:38:11,268 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,281 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,294 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,309 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,324 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,339 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,355 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,371 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,386 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,402 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,415 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,430 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,446 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,461 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 16:38:11,477 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,492 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,509 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,522 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,536 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,552 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,567 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,580 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 16:38:11,593 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,608 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,623 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,638 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 16:38:11,652 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,667 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,682 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,697 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,710 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:11,724 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,737 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,752 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,767 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,782 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,797 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,810 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,827 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,843 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,860 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,875 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,891 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,907 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,923 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,936 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,952 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,966 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,982 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:11,998 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:12,014 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:12,029 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:12,043 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,057 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,066 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,081 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,094 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,108 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,123 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:12,137 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 16:38:12,151 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,163 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 16:38:12,172 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,188 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,203 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,218 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,232 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,248 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,264 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,277 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,293 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,308 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,322 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,338 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,351 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,366 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,382 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,397 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,409 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,424 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,438 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 16:38:12,453 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:12,469 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:12,481 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.823, mIoU: 0.316
2023-07-24 16:38:12,495 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.823, mIoU: 0.317
2023-07-24 16:38:12,509 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:12,525 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 16:38:29,724 semantic_segmentation INFO: Iters: 12010/150000 || Lr: 0.018553 || Task Loss: 1.1077 || KD Loss: 0.4620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:12 || Estimated Time: 2 days, 19:15:02
2023-07-24 16:38:46,760 semantic_segmentation INFO: Iters: 12020/150000 || Lr: 0.018552 || Task Loss: 0.9295 || KD Loss: 0.3241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:29 || Estimated Time: 2 days, 19:14:39
2023-07-24 16:39:03,967 semantic_segmentation INFO: Iters: 12030/150000 || Lr: 0.018551 || Task Loss: 1.0510 || KD Loss: 0.4825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:46 || Estimated Time: 2 days, 19:14:18
2023-07-24 16:39:21,574 semantic_segmentation INFO: Iters: 12040/150000 || Lr: 0.018549 || Task Loss: 1.1197 || KD Loss: 0.3830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:03 || Estimated Time: 2 days, 19:14:01
2023-07-24 16:39:38,782 semantic_segmentation INFO: Iters: 12050/150000 || Lr: 0.018548 || Task Loss: 1.5311 || KD Loss: 0.6875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:21 || Estimated Time: 2 days, 19:13:39
2023-07-24 16:39:56,071 semantic_segmentation INFO: Iters: 12060/150000 || Lr: 0.018547 || Task Loss: 1.5407 || KD Loss: 0.7431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:38 || Estimated Time: 2 days, 19:13:18
2023-07-24 16:40:13,380 semantic_segmentation INFO: Iters: 12070/150000 || Lr: 0.018546 || Task Loss: 1.1105 || KD Loss: 0.5813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:55 || Estimated Time: 2 days, 19:12:58
2023-07-24 16:40:30,980 semantic_segmentation INFO: Iters: 12080/150000 || Lr: 0.018545 || Task Loss: 1.0850 || KD Loss: 0.4383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:13 || Estimated Time: 2 days, 19:12:41
2023-07-24 16:40:48,191 semantic_segmentation INFO: Iters: 12090/150000 || Lr: 0.018543 || Task Loss: 1.1514 || KD Loss: 0.4663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:30 || Estimated Time: 2 days, 19:12:20
2023-07-24 16:41:05,402 semantic_segmentation INFO: Iters: 12100/150000 || Lr: 0.018542 || Task Loss: 1.0685 || KD Loss: 0.4660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:47 || Estimated Time: 2 days, 19:11:59
2023-07-24 16:41:22,491 semantic_segmentation INFO: Iters: 12110/150000 || Lr: 0.018541 || Task Loss: 0.9909 || KD Loss: 0.5059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:04 || Estimated Time: 2 days, 19:11:36
2023-07-24 16:41:39,773 semantic_segmentation INFO: Iters: 12120/150000 || Lr: 0.018540 || Task Loss: 0.8925 || KD Loss: 0.2942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:22 || Estimated Time: 2 days, 19:11:15
2023-07-24 16:41:57,029 semantic_segmentation INFO: Iters: 12130/150000 || Lr: 0.018538 || Task Loss: 1.1174 || KD Loss: 0.4417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:39 || Estimated Time: 2 days, 19:10:55
2023-07-24 16:42:14,232 semantic_segmentation INFO: Iters: 12140/150000 || Lr: 0.018537 || Task Loss: 0.8283 || KD Loss: 0.3264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:56 || Estimated Time: 2 days, 19:10:34
2023-07-24 16:42:31,431 semantic_segmentation INFO: Iters: 12150/150000 || Lr: 0.018536 || Task Loss: 1.1895 || KD Loss: 0.4964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:13 || Estimated Time: 2 days, 19:10:12
2023-07-24 16:42:48,684 semantic_segmentation INFO: Iters: 12160/150000 || Lr: 0.018535 || Task Loss: 1.1560 || KD Loss: 0.4718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:30 || Estimated Time: 2 days, 19:09:51
2023-07-24 16:43:05,904 semantic_segmentation INFO: Iters: 12170/150000 || Lr: 0.018534 || Task Loss: 1.0103 || KD Loss: 0.4356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:48 || Estimated Time: 2 days, 19:09:30
2023-07-24 16:43:23,391 semantic_segmentation INFO: Iters: 12180/150000 || Lr: 0.018532 || Task Loss: 1.1809 || KD Loss: 0.5080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:05 || Estimated Time: 2 days, 19:09:12
2023-07-24 16:43:40,629 semantic_segmentation INFO: Iters: 12190/150000 || Lr: 0.018531 || Task Loss: 1.0222 || KD Loss: 0.3091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:22 || Estimated Time: 2 days, 19:08:51
2023-07-24 16:43:58,042 semantic_segmentation INFO: Iters: 12200/150000 || Lr: 0.018530 || Task Loss: 1.0037 || KD Loss: 0.3920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:40 || Estimated Time: 2 days, 19:08:31
2023-07-24 16:44:15,114 semantic_segmentation INFO: Iters: 12210/150000 || Lr: 0.018529 || Task Loss: 0.8110 || KD Loss: 0.3074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:57 || Estimated Time: 2 days, 19:08:09
2023-07-24 16:44:32,646 semantic_segmentation INFO: Iters: 12220/150000 || Lr: 0.018528 || Task Loss: 1.4010 || KD Loss: 0.7184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:14 || Estimated Time: 2 days, 19:07:51
2023-07-24 16:44:49,676 semantic_segmentation INFO: Iters: 12230/150000 || Lr: 0.018526 || Task Loss: 0.8096 || KD Loss: 0.3060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:31 || Estimated Time: 2 days, 19:07:28
2023-07-24 16:45:07,147 semantic_segmentation INFO: Iters: 12240/150000 || Lr: 0.018525 || Task Loss: 1.3057 || KD Loss: 0.7206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:49 || Estimated Time: 2 days, 19:07:10
2023-07-24 16:45:24,457 semantic_segmentation INFO: Iters: 12250/150000 || Lr: 0.018524 || Task Loss: 0.8583 || KD Loss: 0.3286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:06 || Estimated Time: 2 days, 19:06:49
2023-07-24 16:45:42,164 semantic_segmentation INFO: Iters: 12260/150000 || Lr: 0.018523 || Task Loss: 1.0325 || KD Loss: 0.4558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:24 || Estimated Time: 2 days, 19:06:34
2023-07-24 16:45:59,850 semantic_segmentation INFO: Iters: 12270/150000 || Lr: 0.018522 || Task Loss: 1.2831 || KD Loss: 0.5577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:42 || Estimated Time: 2 days, 19:06:18
2023-07-24 16:46:17,064 semantic_segmentation INFO: Iters: 12280/150000 || Lr: 0.018520 || Task Loss: 1.4944 || KD Loss: 0.7116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:59 || Estimated Time: 2 days, 19:05:57
2023-07-24 16:46:34,209 semantic_segmentation INFO: Iters: 12290/150000 || Lr: 0.018519 || Task Loss: 1.3447 || KD Loss: 0.6049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:16 || Estimated Time: 2 days, 19:05:35
2023-07-24 16:46:51,915 semantic_segmentation INFO: Iters: 12300/150000 || Lr: 0.018518 || Task Loss: 1.4136 || KD Loss: 0.8006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:34 || Estimated Time: 2 days, 19:05:19
2023-07-24 16:47:09,091 semantic_segmentation INFO: Iters: 12310/150000 || Lr: 0.018517 || Task Loss: 1.1909 || KD Loss: 0.6063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:51 || Estimated Time: 2 days, 19:04:57
2023-07-24 16:47:26,972 semantic_segmentation INFO: Iters: 12320/150000 || Lr: 0.018515 || Task Loss: 0.9495 || KD Loss: 0.3348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:09 || Estimated Time: 2 days, 19:04:43
2023-07-24 16:47:44,135 semantic_segmentation INFO: Iters: 12330/150000 || Lr: 0.018514 || Task Loss: 1.0167 || KD Loss: 0.3855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:26 || Estimated Time: 2 days, 19:04:23
2023-07-24 16:48:01,339 semantic_segmentation INFO: Iters: 12340/150000 || Lr: 0.018513 || Task Loss: 0.8976 || KD Loss: 0.3950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:43 || Estimated Time: 2 days, 19:04:01
2023-07-24 16:48:18,836 semantic_segmentation INFO: Iters: 12350/150000 || Lr: 0.018512 || Task Loss: 1.3364 || KD Loss: 0.5947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:01 || Estimated Time: 2 days, 19:03:43
2023-07-24 16:48:36,027 semantic_segmentation INFO: Iters: 12360/150000 || Lr: 0.018511 || Task Loss: 1.3753 || KD Loss: 0.5927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:18 || Estimated Time: 2 days, 19:03:21
2023-07-24 16:48:53,661 semantic_segmentation INFO: Iters: 12370/150000 || Lr: 0.018509 || Task Loss: 1.4094 || KD Loss: 0.5563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:35 || Estimated Time: 2 days, 19:03:05
2023-07-24 16:49:10,970 semantic_segmentation INFO: Iters: 12380/150000 || Lr: 0.018508 || Task Loss: 1.1849 || KD Loss: 0.4963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:53 || Estimated Time: 2 days, 19:02:45
2023-07-24 16:49:28,286 semantic_segmentation INFO: Iters: 12390/150000 || Lr: 0.018507 || Task Loss: 1.7064 || KD Loss: 0.7660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:10 || Estimated Time: 2 days, 19:02:25
2023-07-24 16:49:45,977 semantic_segmentation INFO: Iters: 12400/150000 || Lr: 0.018506 || Task Loss: 0.9259 || KD Loss: 0.3766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:28 || Estimated Time: 2 days, 19:02:09
2023-07-24 16:50:03,187 semantic_segmentation INFO: Iters: 12410/150000 || Lr: 0.018505 || Task Loss: 1.1150 || KD Loss: 0.4210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:45 || Estimated Time: 2 days, 19:01:48
2023-07-24 16:50:20,596 semantic_segmentation INFO: Iters: 12420/150000 || Lr: 0.018503 || Task Loss: 1.0443 || KD Loss: 0.4463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:02 || Estimated Time: 2 days, 19:01:29
2023-07-24 16:50:37,807 semantic_segmentation INFO: Iters: 12430/150000 || Lr: 0.018502 || Task Loss: 0.9706 || KD Loss: 0.3883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:20 || Estimated Time: 2 days, 19:01:07
2023-07-24 16:50:55,005 semantic_segmentation INFO: Iters: 12440/150000 || Lr: 0.018501 || Task Loss: 1.2120 || KD Loss: 0.5027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:37 || Estimated Time: 2 days, 19:00:46
2023-07-24 16:51:12,534 semantic_segmentation INFO: Iters: 12450/150000 || Lr: 0.018500 || Task Loss: 0.7832 || KD Loss: 0.2993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:54 || Estimated Time: 2 days, 19:00:29
2023-07-24 16:51:29,728 semantic_segmentation INFO: Iters: 12460/150000 || Lr: 0.018499 || Task Loss: 1.3125 || KD Loss: 0.5476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:12 || Estimated Time: 2 days, 19:00:07
2023-07-24 16:51:47,292 semantic_segmentation INFO: Iters: 12470/150000 || Lr: 0.018497 || Task Loss: 1.2498 || KD Loss: 0.4894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:29 || Estimated Time: 2 days, 18:59:50
2023-07-24 16:52:04,831 semantic_segmentation INFO: Iters: 12480/150000 || Lr: 0.018496 || Task Loss: 1.4428 || KD Loss: 0.7059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:47 || Estimated Time: 2 days, 18:59:33
2023-07-24 16:52:22,260 semantic_segmentation INFO: Iters: 12490/150000 || Lr: 0.018495 || Task Loss: 0.8996 || KD Loss: 0.3789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:04 || Estimated Time: 2 days, 18:59:14
2023-07-24 16:52:39,453 semantic_segmentation INFO: Iters: 12500/150000 || Lr: 0.018494 || Task Loss: 0.8890 || KD Loss: 0.4215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:21 || Estimated Time: 2 days, 18:58:52
2023-07-24 16:52:56,669 semantic_segmentation INFO: Iters: 12510/150000 || Lr: 0.018492 || Task Loss: 1.0002 || KD Loss: 0.4108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:38 || Estimated Time: 2 days, 18:58:31
2023-07-24 16:53:13,948 semantic_segmentation INFO: Iters: 12520/150000 || Lr: 0.018491 || Task Loss: 1.6402 || KD Loss: 0.7596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:56 || Estimated Time: 2 days, 18:58:11
2023-07-24 16:53:31,257 semantic_segmentation INFO: Iters: 12530/150000 || Lr: 0.018490 || Task Loss: 0.9179 || KD Loss: 0.3487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:13 || Estimated Time: 2 days, 18:57:51
2023-07-24 16:53:48,460 semantic_segmentation INFO: Iters: 12540/150000 || Lr: 0.018489 || Task Loss: 1.7372 || KD Loss: 0.7256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:30 || Estimated Time: 2 days, 18:57:30
2023-07-24 16:54:05,563 semantic_segmentation INFO: Iters: 12550/150000 || Lr: 0.018488 || Task Loss: 0.9816 || KD Loss: 0.4067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:47 || Estimated Time: 2 days, 18:57:08
2023-07-24 16:54:22,837 semantic_segmentation INFO: Iters: 12560/150000 || Lr: 0.018486 || Task Loss: 0.7927 || KD Loss: 0.2702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:05 || Estimated Time: 2 days, 18:56:47
2023-07-24 16:54:40,079 semantic_segmentation INFO: Iters: 12570/150000 || Lr: 0.018485 || Task Loss: 1.4397 || KD Loss: 0.7614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:22 || Estimated Time: 2 days, 18:56:26
2023-07-24 16:54:57,282 semantic_segmentation INFO: Iters: 12580/150000 || Lr: 0.018484 || Task Loss: 0.7504 || KD Loss: 0.2810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:39 || Estimated Time: 2 days, 18:56:06
2023-07-24 16:55:14,495 semantic_segmentation INFO: Iters: 12590/150000 || Lr: 0.018483 || Task Loss: 1.0266 || KD Loss: 0.5951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:56 || Estimated Time: 2 days, 18:55:45
2023-07-24 16:55:31,832 semantic_segmentation INFO: Iters: 12600/150000 || Lr: 0.018482 || Task Loss: 1.3749 || KD Loss: 0.6207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:14 || Estimated Time: 2 days, 18:55:25
2023-07-24 16:55:49,456 semantic_segmentation INFO: Iters: 12610/150000 || Lr: 0.018480 || Task Loss: 1.5355 || KD Loss: 0.7915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:31 || Estimated Time: 2 days, 18:55:08
2023-07-24 16:56:06,605 semantic_segmentation INFO: Iters: 12620/150000 || Lr: 0.018479 || Task Loss: 0.9177 || KD Loss: 0.3534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:48 || Estimated Time: 2 days, 18:54:46
2023-07-24 16:56:24,117 semantic_segmentation INFO: Iters: 12630/150000 || Lr: 0.018478 || Task Loss: 1.2402 || KD Loss: 0.5718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:06 || Estimated Time: 2 days, 18:54:28
2023-07-24 16:56:41,326 semantic_segmentation INFO: Iters: 12640/150000 || Lr: 0.018477 || Task Loss: 1.1556 || KD Loss: 0.5570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:23 || Estimated Time: 2 days, 18:54:08
2023-07-24 16:56:58,608 semantic_segmentation INFO: Iters: 12650/150000 || Lr: 0.018476 || Task Loss: 0.7949 || KD Loss: 0.2893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:40 || Estimated Time: 2 days, 18:53:47
2023-07-24 16:57:15,819 semantic_segmentation INFO: Iters: 12660/150000 || Lr: 0.018474 || Task Loss: 0.7007 || KD Loss: 0.3022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:58 || Estimated Time: 2 days, 18:53:26
2023-07-24 16:57:33,028 semantic_segmentation INFO: Iters: 12670/150000 || Lr: 0.018473 || Task Loss: 0.9830 || KD Loss: 0.3748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:15 || Estimated Time: 2 days, 18:53:05
2023-07-24 16:57:50,532 semantic_segmentation INFO: Iters: 12680/150000 || Lr: 0.018472 || Task Loss: 0.9083 || KD Loss: 0.3864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:32 || Estimated Time: 2 days, 18:52:48
2023-07-24 16:58:08,288 semantic_segmentation INFO: Iters: 12690/150000 || Lr: 0.018471 || Task Loss: 1.1460 || KD Loss: 0.6128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:50 || Estimated Time: 2 days, 18:52:32
2023-07-24 16:58:25,382 semantic_segmentation INFO: Iters: 12700/150000 || Lr: 0.018469 || Task Loss: 1.1941 || KD Loss: 0.4141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:07 || Estimated Time: 2 days, 18:52:10
2023-07-24 16:58:42,556 semantic_segmentation INFO: Iters: 12710/150000 || Lr: 0.018468 || Task Loss: 1.1394 || KD Loss: 0.5195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:24 || Estimated Time: 2 days, 18:51:48
2023-07-24 16:58:59,747 semantic_segmentation INFO: Iters: 12720/150000 || Lr: 0.018467 || Task Loss: 1.0201 || KD Loss: 0.3751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:42 || Estimated Time: 2 days, 18:51:27
2023-07-24 16:59:17,291 semantic_segmentation INFO: Iters: 12730/150000 || Lr: 0.018466 || Task Loss: 1.0028 || KD Loss: 0.4875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:59 || Estimated Time: 2 days, 18:51:10
2023-07-24 16:59:34,449 semantic_segmentation INFO: Iters: 12740/150000 || Lr: 0.018465 || Task Loss: 1.0622 || KD Loss: 0.3986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:16 || Estimated Time: 2 days, 18:50:48
2023-07-24 16:59:51,930 semantic_segmentation INFO: Iters: 12750/150000 || Lr: 0.018463 || Task Loss: 1.1728 || KD Loss: 0.4824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:34 || Estimated Time: 2 days, 18:50:30
2023-07-24 17:00:08,997 semantic_segmentation INFO: Iters: 12760/150000 || Lr: 0.018462 || Task Loss: 1.0380 || KD Loss: 0.5111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:51 || Estimated Time: 2 days, 18:50:08
2023-07-24 17:00:26,316 semantic_segmentation INFO: Iters: 12770/150000 || Lr: 0.018461 || Task Loss: 1.1505 || KD Loss: 0.5006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:08 || Estimated Time: 2 days, 18:49:48
2023-07-24 17:00:43,516 semantic_segmentation INFO: Iters: 12780/150000 || Lr: 0.018460 || Task Loss: 1.2799 || KD Loss: 0.6610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:25 || Estimated Time: 2 days, 18:49:27
2023-07-24 17:01:00,808 semantic_segmentation INFO: Iters: 12790/150000 || Lr: 0.018459 || Task Loss: 1.0600 || KD Loss: 0.4479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:43 || Estimated Time: 2 days, 18:49:06
2023-07-24 17:01:18,077 semantic_segmentation INFO: Iters: 12800/150000 || Lr: 0.018457 || Task Loss: 1.0736 || KD Loss: 0.4472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:00 || Estimated Time: 2 days, 18:48:46
2023-07-24 17:01:18,193 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:01:18,582 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.886, mIoU: 0.061
2023-07-24 17:01:18,595 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.870, mIoU: 0.099
2023-07-24 17:01:18,607 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.891, mIoU: 0.102
2023-07-24 17:01:18,621 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.882, mIoU: 0.104
2023-07-24 17:01:18,634 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.830, mIoU: 0.138
2023-07-24 17:01:18,646 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.806, mIoU: 0.151
2023-07-24 17:01:18,660 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.788, mIoU: 0.168
2023-07-24 17:01:18,674 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.810, mIoU: 0.190
2023-07-24 17:01:18,686 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.802, mIoU: 0.182
2023-07-24 17:01:18,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.803, mIoU: 0.181
2023-07-24 17:01:18,714 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.802, mIoU: 0.187
2023-07-24 17:01:18,729 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.813, mIoU: 0.188
2023-07-24 17:01:18,741 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.771, mIoU: 0.187
2023-07-24 17:01:18,755 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.767, mIoU: 0.176
2023-07-24 17:01:18,769 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.756, mIoU: 0.167
2023-07-24 17:01:18,781 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.759, mIoU: 0.166
2023-07-24 17:01:18,792 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.758, mIoU: 0.162
2023-07-24 17:01:18,804 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.758, mIoU: 0.156
2023-07-24 17:01:18,818 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.766, mIoU: 0.155
2023-07-24 17:01:18,834 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.775, mIoU: 0.197
2023-07-24 17:01:18,848 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.776, mIoU: 0.202
2023-07-24 17:01:18,863 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.781, mIoU: 0.198
2023-07-24 17:01:18,877 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.781, mIoU: 0.207
2023-07-24 17:01:18,894 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.782, mIoU: 0.205
2023-07-24 17:01:18,910 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.778, mIoU: 0.203
2023-07-24 17:01:18,924 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.779, mIoU: 0.205
2023-07-24 17:01:18,939 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.783, mIoU: 0.205
2023-07-24 17:01:18,950 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.789, mIoU: 0.205
2023-07-24 17:01:18,965 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.788, mIoU: 0.204
2023-07-24 17:01:18,979 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.796, mIoU: 0.204
2023-07-24 17:01:18,993 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.794, mIoU: 0.199
2023-07-24 17:01:19,008 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.799, mIoU: 0.202
2023-07-24 17:01:19,023 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.802, mIoU: 0.199
2023-07-24 17:01:19,037 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.802, mIoU: 0.197
2023-07-24 17:01:19,052 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.798, mIoU: 0.196
2023-07-24 17:01:19,066 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.802, mIoU: 0.198
2023-07-24 17:01:19,079 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.799, mIoU: 0.197
2023-07-24 17:01:19,092 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.804, mIoU: 0.205
2023-07-24 17:01:19,109 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.802, mIoU: 0.205
2023-07-24 17:01:19,123 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.802, mIoU: 0.206
2023-07-24 17:01:19,136 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.793, mIoU: 0.204
2023-07-24 17:01:19,152 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.798, mIoU: 0.204
2023-07-24 17:01:19,167 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.792, mIoU: 0.203
2023-07-24 17:01:19,181 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.795, mIoU: 0.204
2023-07-24 17:01:19,196 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.796, mIoU: 0.205
2023-07-24 17:01:19,212 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.799, mIoU: 0.209
2023-07-24 17:01:19,226 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.799, mIoU: 0.211
2023-07-24 17:01:19,238 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.800, mIoU: 0.212
2023-07-24 17:01:19,253 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.801, mIoU: 0.216
2023-07-24 17:01:19,270 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.799, mIoU: 0.214
2023-07-24 17:01:19,286 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.797, mIoU: 0.212
2023-07-24 17:01:19,302 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.802, mIoU: 0.212
2023-07-24 17:01:19,316 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.804, mIoU: 0.212
2023-07-24 17:01:19,332 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.805, mIoU: 0.212
2023-07-24 17:01:19,347 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.807, mIoU: 0.216
2023-07-24 17:01:19,361 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.806, mIoU: 0.213
2023-07-24 17:01:19,377 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.802, mIoU: 0.212
2023-07-24 17:01:19,394 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.805, mIoU: 0.210
2023-07-24 17:01:19,408 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.807, mIoU: 0.213
2023-07-24 17:01:19,423 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.798, mIoU: 0.243
2023-07-24 17:01:19,437 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.796, mIoU: 0.228
2023-07-24 17:01:19,452 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.796, mIoU: 0.227
2023-07-24 17:01:19,465 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.799, mIoU: 0.227
2023-07-24 17:01:19,484 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.799, mIoU: 0.234
2023-07-24 17:01:19,498 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.801, mIoU: 0.245
2023-07-24 17:01:19,513 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.802, mIoU: 0.245
2023-07-24 17:01:19,529 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.805, mIoU: 0.244
2023-07-24 17:01:19,543 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.804, mIoU: 0.243
2023-07-24 17:01:19,558 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.802, mIoU: 0.242
2023-07-24 17:01:19,574 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.799, mIoU: 0.239
2023-07-24 17:01:19,590 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.792, mIoU: 0.238
2023-07-24 17:01:19,604 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.794, mIoU: 0.239
2023-07-24 17:01:19,619 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.791, mIoU: 0.238
2023-07-24 17:01:19,634 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.793, mIoU: 0.237
2023-07-24 17:01:19,650 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.792, mIoU: 0.246
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2023-07-24 17:01:19,797 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.765, mIoU: 0.242
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2023-07-24 17:01:23,298 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.764, mIoU: 0.239
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2023-07-24 17:01:23,327 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.765, mIoU: 0.241
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2023-07-24 17:01:25,520 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.775, mIoU: 0.244
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2023-07-24 17:01:25,653 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.776, mIoU: 0.246
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2023-07-24 17:01:25,677 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.776, mIoU: 0.247
2023-07-24 17:01:25,692 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.776, mIoU: 0.247
2023-07-24 17:01:25,708 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.777, mIoU: 0.248
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2023-07-24 17:01:25,734 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:25,748 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.778, mIoU: 0.251
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2023-07-24 17:01:25,877 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:25,891 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.779, mIoU: 0.251
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2023-07-24 17:01:25,936 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.778, mIoU: 0.249
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2023-07-24 17:01:25,983 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.778, mIoU: 0.250
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2023-07-24 17:01:26,010 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.779, mIoU: 0.250
2023-07-24 17:01:26,025 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.779, mIoU: 0.251
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2023-07-24 17:01:26,055 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.779, mIoU: 0.251
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2023-07-24 17:01:26,118 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:26,132 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:26,146 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:26,162 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:26,177 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:26,193 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:26,208 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:26,222 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:26,237 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:26,252 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:26,265 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.777, mIoU: 0.255
2023-07-24 17:01:26,280 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.777, mIoU: 0.254
2023-07-24 17:01:26,291 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.778, mIoU: 0.255
2023-07-24 17:01:26,306 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.778, mIoU: 0.255
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2023-07-24 17:01:26,331 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.777, mIoU: 0.255
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2023-07-24 17:01:26,358 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.778, mIoU: 0.257
2023-07-24 17:01:26,372 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.778, mIoU: 0.256
2023-07-24 17:01:26,387 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.778, mIoU: 0.257
2023-07-24 17:01:26,402 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.778, mIoU: 0.257
2023-07-24 17:01:26,410 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.778, mIoU: 0.257
2023-07-24 17:01:26,425 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,440 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.778, mIoU: 0.257
2023-07-24 17:01:26,456 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 17:01:26,471 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 17:01:26,487 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.779, mIoU: 0.256
2023-07-24 17:01:26,501 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.779, mIoU: 0.256
2023-07-24 17:01:26,514 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,530 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,546 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:26,561 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:26,574 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:26,588 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,604 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,619 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.779, mIoU: 0.258
2023-07-24 17:01:26,635 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:26,648 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.779, mIoU: 0.257
2023-07-24 17:01:26,663 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.778, mIoU: 0.256
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2023-07-24 17:01:26,694 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.779, mIoU: 0.257
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2023-07-24 17:01:26,722 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.778, mIoU: 0.255
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2023-07-24 17:01:26,895 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.779, mIoU: 0.254
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2023-07-24 17:01:26,965 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 17:01:26,980 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 17:01:26,994 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 17:01:27,007 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 17:01:27,019 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:27,032 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 17:01:27,047 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 17:01:27,062 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:27,078 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.780, mIoU: 0.256
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2023-07-24 17:01:27,108 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 17:01:27,121 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.779, mIoU: 0.255
2023-07-24 17:01:27,136 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.780, mIoU: 0.254
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2023-07-24 17:01:27,181 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.780, mIoU: 0.254
2023-07-24 17:01:27,197 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.781, mIoU: 0.254
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2023-07-24 17:01:27,270 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.780, mIoU: 0.254
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2023-07-24 17:01:27,371 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.780, mIoU: 0.253
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2023-07-24 17:01:27,459 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.780, mIoU: 0.251
2023-07-24 17:01:27,474 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.779, mIoU: 0.250
2023-07-24 17:01:27,489 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.779, mIoU: 0.250
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2023-07-24 17:01:27,548 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:27,564 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,579 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,595 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,608 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,624 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:27,637 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:27,653 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:27,668 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,684 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:27,699 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:27,714 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:27,729 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:27,744 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.779, mIoU: 0.252
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2023-07-24 17:01:27,773 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:27,787 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.778, mIoU: 0.251
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2023-07-24 17:01:27,820 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:27,836 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.778, mIoU: 0.252
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2023-07-24 17:01:28,419 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:28,435 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:28,450 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,463 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,477 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,492 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,507 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,522 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,534 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:28,548 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:28,561 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,575 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,588 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,601 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:28,615 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:28,630 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 17:01:28,646 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:28,658 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:28,672 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,686 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,698 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,713 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,728 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:28,744 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,760 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,775 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:28,791 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,805 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,820 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,836 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:28,853 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:28,869 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:28,885 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,900 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,913 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,926 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,939 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,955 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.779, mIoU: 0.251
2023-07-24 17:01:28,971 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:28,984 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:28,997 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,012 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:29,026 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.779, mIoU: 0.252
2023-07-24 17:01:29,041 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,056 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,071 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,084 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.780, mIoU: 0.254
2023-07-24 17:01:29,099 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,112 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,127 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,142 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,157 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,173 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,186 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,203 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,219 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,232 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,245 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,261 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:29,277 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:29,293 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,308 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,320 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:29,334 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:29,348 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:29,361 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:29,376 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:29,393 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:29,406 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:29,421 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:29,434 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,449 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,464 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,477 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,490 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,504 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,519 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,533 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,548 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,563 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,578 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,591 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,606 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.782, mIoU: 0.252
2023-07-24 17:01:29,622 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:29,638 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:29,652 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:29,666 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:29,680 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,696 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,709 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,723 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:29,738 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:29,753 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,766 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,782 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,798 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,813 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,829 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,842 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,854 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,869 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,882 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,895 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,909 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,925 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:29,938 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,951 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,966 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,981 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.780, mIoU: 0.253
2023-07-24 17:01:29,997 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:30,013 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,026 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,039 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,055 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,070 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,086 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,101 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,114 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,127 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,139 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,156 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,172 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,186 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,201 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:30,212 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,226 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:30,241 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,256 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,269 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,285 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,298 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,314 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,327 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,342 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,355 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,371 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,386 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,400 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,416 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,431 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,446 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,462 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,477 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,492 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,507 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,522 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,537 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,552 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.780, mIoU: 0.252
2023-07-24 17:01:30,565 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.781, mIoU: 0.252
2023-07-24 17:01:30,579 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,592 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,609 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,622 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,639 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,654 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,666 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,681 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,697 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,712 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,726 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,741 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,757 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:30,770 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,785 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,802 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:30,817 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:30,831 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:30,843 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 17:01:30,860 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:30,876 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:30,891 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:30,905 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:30,921 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:30,936 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:30,952 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 17:01:30,967 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 17:01:30,980 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 17:01:30,996 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.780, mIoU: 0.258
2023-07-24 17:01:31,009 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 17:01:31,024 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,038 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,051 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,067 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,080 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.781, mIoU: 0.258
2023-07-24 17:01:31,095 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,110 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.780, mIoU: 0.257
2023-07-24 17:01:31,126 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 17:01:31,140 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 17:01:31,155 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:31,170 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:31,185 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.780, mIoU: 0.256
2023-07-24 17:01:31,202 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,217 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,233 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,249 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,259 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,274 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,287 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.781, mIoU: 0.257
2023-07-24 17:01:31,303 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:31,318 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,334 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,348 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,364 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,379 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,394 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,410 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,426 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,439 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,455 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:31,470 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,485 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,499 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,514 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:31,529 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,544 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,558 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:31,573 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,588 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,602 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,616 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,631 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,645 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,659 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,673 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:31,687 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:31,702 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:31,717 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:31,732 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,748 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,763 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:31,776 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,790 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,805 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,818 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:31,831 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:31,846 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:31,861 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:31,877 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,892 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,905 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,918 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.781, mIoU: 0.253
2023-07-24 17:01:31,935 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,950 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:31,963 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,978 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:31,991 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:32,008 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:32,023 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,039 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,055 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,070 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,080 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,097 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,113 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,127 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,142 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,158 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,173 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:32,186 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,201 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,216 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,231 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,246 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,260 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.782, mIoU: 0.253
2023-07-24 17:01:32,277 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,292 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,305 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,319 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,334 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,348 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.783, mIoU: 0.254
2023-07-24 17:01:32,360 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 17:01:32,375 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,391 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,407 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,414 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,428 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,442 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,454 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,466 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,482 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.783, mIoU: 0.258
2023-07-24 17:01:32,497 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.783, mIoU: 0.258
2023-07-24 17:01:32,513 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,525 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,538 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,554 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,565 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:32,580 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:32,594 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:32,609 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:32,624 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:32,640 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.782, mIoU: 0.257
2023-07-24 17:01:32,655 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,667 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,680 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,695 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,710 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,725 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,740 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,753 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,764 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,776 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,789 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:32,801 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,816 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,829 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,845 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,861 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:32,877 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:32,891 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:32,906 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,921 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,936 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:32,952 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:32,966 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:32,981 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 17:01:32,996 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,012 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,025 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 17:01:33,038 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 17:01:33,054 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,066 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,083 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,096 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,112 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,127 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,145 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,161 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,175 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,191 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.783, mIoU: 0.255
2023-07-24 17:01:33,206 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,221 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,237 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,250 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,264 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,279 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,294 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,310 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,325 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.784, mIoU: 0.256
2023-07-24 17:01:33,340 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,356 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,371 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,386 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,399 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.784, mIoU: 0.257
2023-07-24 17:01:33,414 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:33,425 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.783, mIoU: 0.257
2023-07-24 17:01:33,438 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.783, mIoU: 0.256
2023-07-24 17:01:33,453 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:33,465 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,480 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,495 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,510 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:33,526 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:33,541 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:33,556 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:33,571 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.782, mIoU: 0.254
2023-07-24 17:01:33,584 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,599 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,612 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,628 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,644 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,657 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,672 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,686 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,701 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,717 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:33,733 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:33,748 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:33,764 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:33,777 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:33,790 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.781, mIoU: 0.254
2023-07-24 17:01:33,806 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.782, mIoU: 0.255
2023-07-24 17:01:33,820 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,833 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:33,849 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:33,865 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:33,880 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.782, mIoU: 0.256
2023-07-24 17:01:33,893 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,906 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,921 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,937 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,952 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,965 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,978 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:33,993 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:34,008 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.781, mIoU: 0.256
2023-07-24 17:01:34,023 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,039 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,054 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,069 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,083 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.780, mIoU: 0.255
2023-07-24 17:01:34,098 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,114 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.781, mIoU: 0.255
2023-07-24 17:01:34,129 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.780, mIoU: 0.254
2023-07-24 17:01:34,143 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.780, mIoU: 0.254
2023-07-24 17:01:34,158 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:34,171 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.779, mIoU: 0.253
2023-07-24 17:01:34,187 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.780, mIoU: 0.254
2023-07-24 17:01:34,202 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:34,217 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:34,230 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.779, mIoU: 0.254
2023-07-24 17:01:34,245 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 17:01:34,261 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 17:01:34,277 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.778, mIoU: 0.254
2023-07-24 17:01:34,291 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,306 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,321 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,336 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,352 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,367 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,383 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,396 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,412 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,428 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,441 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,456 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,469 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,478 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,492 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,507 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,520 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,535 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,550 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,563 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,576 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,590 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,605 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,620 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,636 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,651 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,668 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,683 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,696 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,712 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,727 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,742 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,755 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:34,769 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,784 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,800 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,815 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,831 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,844 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,859 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,873 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,887 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:34,902 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,917 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,932 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,947 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:34,960 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,974 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:34,989 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,004 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,018 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,031 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.778, mIoU: 0.253
2023-07-24 17:01:35,046 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,060 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,074 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,087 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,103 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,119 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,135 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,150 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,161 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,175 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,192 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,208 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,222 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,238 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,254 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,269 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,282 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,295 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,310 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,323 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,337 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,349 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.778, mIoU: 0.252
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2023-07-24 17:01:35,419 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.778, mIoU: 0.252
2023-07-24 17:01:35,432 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:35,446 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:35,461 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:35,474 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.778, mIoU: 0.250
2023-07-24 17:01:35,489 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.778, mIoU: 0.251
2023-07-24 17:01:35,505 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.777, mIoU: 0.251
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2023-07-24 17:01:35,535 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.777, mIoU: 0.251
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2023-07-24 17:01:35,576 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,591 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,605 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,619 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,634 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,651 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,665 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,676 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,691 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,706 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,721 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,737 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,750 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,764 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.777, mIoU: 0.250
2023-07-24 17:01:35,779 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,791 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:35,806 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:35,821 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:35,836 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.777, mIoU: 0.252
2023-07-24 17:01:35,851 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,867 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,881 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,896 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,911 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.777, mIoU: 0.251
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2023-07-24 17:01:35,939 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,954 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.777, mIoU: 0.251
2023-07-24 17:01:35,970 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:35,983 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:35,998 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,009 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,024 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,040 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,055 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,068 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:36,083 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.776, mIoU: 0.248
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2023-07-24 17:01:36,114 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,126 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,140 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,155 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,166 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,181 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,196 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,211 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,224 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,236 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,251 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,264 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,279 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,292 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,308 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,321 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,335 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,351 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,366 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,381 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,396 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,413 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,426 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,441 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,456 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:36,471 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.774, mIoU: 0.249
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2023-07-24 17:01:36,499 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,512 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,528 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,544 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,559 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.774, mIoU: 0.248
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2023-07-24 17:01:36,586 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,601 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,615 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,628 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,641 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.774, mIoU: 0.248
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2023-07-24 17:01:36,671 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,686 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:36,701 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:36,716 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.775, mIoU: 0.248
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2023-07-24 17:01:36,745 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:36,760 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:36,775 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,789 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,804 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,819 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,834 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,849 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.775, mIoU: 0.249
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2023-07-24 17:01:36,880 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,894 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,909 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.775, mIoU: 0.250
2023-07-24 17:01:36,924 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:36,938 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.774, mIoU: 0.249
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2023-07-24 17:01:36,984 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:36,998 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,011 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,024 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,039 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,054 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:37,067 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:37,082 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:37,098 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:37,113 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:37,128 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,144 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,159 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,174 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,187 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,201 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,214 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,228 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,241 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,257 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,272 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,285 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,299 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,314 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,325 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,339 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,354 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,370 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,385 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,400 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,413 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,427 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,442 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,455 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,470 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,485 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,500 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,513 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,528 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,544 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,559 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,574 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,587 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.774, mIoU: 0.248
2023-07-24 17:01:37,602 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.774, mIoU: 0.249
2023-07-24 17:01:37,617 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,632 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,647 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.775, mIoU: 0.250
2023-07-24 17:01:37,660 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,675 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,690 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,705 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,720 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,735 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,750 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,765 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,775 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,789 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,802 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,815 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,831 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,846 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,860 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:37,872 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,884 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:37,898 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:37,912 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:37,927 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:37,942 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:37,958 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:37,971 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:37,986 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,002 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,015 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,031 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,046 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,059 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,074 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,086 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,102 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,118 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,132 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,147 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,160 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,174 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,188 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.776, mIoU: 0.250
2023-07-24 17:01:38,202 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,217 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,230 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,242 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,257 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,272 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,287 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,300 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,315 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,332 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,348 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,364 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,380 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,389 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,404 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,418 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,431 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.775, mIoU: 0.249
2023-07-24 17:01:38,447 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,462 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,478 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,494 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,510 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,526 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,541 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,554 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,568 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,584 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,599 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,615 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,629 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,646 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,659 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,673 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,687 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,702 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,714 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,727 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,742 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,758 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,774 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:38,790 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,805 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:38,821 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,836 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:38,849 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,864 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,879 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,894 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,910 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,926 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,941 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,954 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,970 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:38,985 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,000 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,015 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,030 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,046 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,061 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,074 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,089 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,102 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,117 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,131 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.775, mIoU: 0.247
2023-07-24 17:01:39,146 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,162 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,177 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,192 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,202 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,217 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,231 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,246 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.775, mIoU: 0.247
2023-07-24 17:01:39,262 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,277 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.775, mIoU: 0.248
2023-07-24 17:01:39,292 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,304 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,314 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,331 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,347 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,362 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,375 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,390 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,405 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,419 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.777, mIoU: 0.248
2023-07-24 17:01:39,434 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.777, mIoU: 0.248
2023-07-24 17:01:39,449 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:39,463 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:39,478 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:39,490 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.777, mIoU: 0.249
2023-07-24 17:01:39,505 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,520 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,534 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,547 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,562 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,577 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,592 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:39,608 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:39,621 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:39,635 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:39,650 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.776, mIoU: 0.249
2023-07-24 17:01:39,667 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.776, mIoU: 0.248
2023-07-24 17:01:56,582 semantic_segmentation INFO: Iters: 12810/150000 || Lr: 0.018456 || Task Loss: 1.9811 || KD Loss: 0.9829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:38 || Estimated Time: 2 days, 18:52:13
2023-07-24 17:02:13,894 semantic_segmentation INFO: Iters: 12820/150000 || Lr: 0.018455 || Task Loss: 1.2499 || KD Loss: 0.6085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:56 || Estimated Time: 2 days, 18:51:54
2023-07-24 17:02:31,008 semantic_segmentation INFO: Iters: 12830/150000 || Lr: 0.018454 || Task Loss: 0.8638 || KD Loss: 0.3324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:13 || Estimated Time: 2 days, 18:51:31
2023-07-24 17:02:48,309 semantic_segmentation INFO: Iters: 12840/150000 || Lr: 0.018453 || Task Loss: 1.1550 || KD Loss: 0.4549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:30 || Estimated Time: 2 days, 18:51:11
2023-07-24 17:03:05,522 semantic_segmentation INFO: Iters: 12850/150000 || Lr: 0.018451 || Task Loss: 0.9795 || KD Loss: 0.4098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:47 || Estimated Time: 2 days, 18:50:50
2023-07-24 17:03:22,707 semantic_segmentation INFO: Iters: 12860/150000 || Lr: 0.018450 || Task Loss: 0.8783 || KD Loss: 0.3032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:04 || Estimated Time: 2 days, 18:50:29
2023-07-24 17:03:39,719 semantic_segmentation INFO: Iters: 12870/150000 || Lr: 0.018449 || Task Loss: 1.3799 || KD Loss: 0.6793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:22 || Estimated Time: 2 days, 18:50:06
2023-07-24 17:03:56,736 semantic_segmentation INFO: Iters: 12880/150000 || Lr: 0.018448 || Task Loss: 0.8798 || KD Loss: 0.3979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:39 || Estimated Time: 2 days, 18:49:42
2023-07-24 17:04:13,759 semantic_segmentation INFO: Iters: 12890/150000 || Lr: 0.018446 || Task Loss: 1.3693 || KD Loss: 0.7715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:56 || Estimated Time: 2 days, 18:49:19
2023-07-24 17:04:30,719 semantic_segmentation INFO: Iters: 12900/150000 || Lr: 0.018445 || Task Loss: 1.1563 || KD Loss: 0.4622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:13 || Estimated Time: 2 days, 18:48:56
2023-07-24 17:04:47,713 semantic_segmentation INFO: Iters: 12910/150000 || Lr: 0.018444 || Task Loss: 1.0254 || KD Loss: 0.4053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:29 || Estimated Time: 2 days, 18:48:32
2023-07-24 17:05:04,894 semantic_segmentation INFO: Iters: 12920/150000 || Lr: 0.018443 || Task Loss: 1.3795 || KD Loss: 0.5949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:47 || Estimated Time: 2 days, 18:48:10
2023-07-24 17:05:21,715 semantic_segmentation INFO: Iters: 12930/150000 || Lr: 0.018442 || Task Loss: 1.2917 || KD Loss: 0.4645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:03 || Estimated Time: 2 days, 18:47:45
2023-07-24 17:05:38,639 semantic_segmentation INFO: Iters: 12940/150000 || Lr: 0.018440 || Task Loss: 0.8070 || KD Loss: 0.3199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:20 || Estimated Time: 2 days, 18:47:21
2023-07-24 17:05:55,681 semantic_segmentation INFO: Iters: 12950/150000 || Lr: 0.018439 || Task Loss: 1.0519 || KD Loss: 0.4255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:37 || Estimated Time: 2 days, 18:46:58
2023-07-24 17:06:12,554 semantic_segmentation INFO: Iters: 12960/150000 || Lr: 0.018438 || Task Loss: 1.3464 || KD Loss: 0.4944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:54 || Estimated Time: 2 days, 18:46:34
2023-07-24 17:06:29,429 semantic_segmentation INFO: Iters: 12970/150000 || Lr: 0.018437 || Task Loss: 1.2042 || KD Loss: 0.5319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:11 || Estimated Time: 2 days, 18:46:09
2023-07-24 17:06:46,290 semantic_segmentation INFO: Iters: 12980/150000 || Lr: 0.018436 || Task Loss: 1.4423 || KD Loss: 0.7403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:28 || Estimated Time: 2 days, 18:45:44
2023-07-24 17:07:03,134 semantic_segmentation INFO: Iters: 12990/150000 || Lr: 0.018434 || Task Loss: 0.8157 || KD Loss: 0.3075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:45 || Estimated Time: 2 days, 18:45:19
2023-07-24 17:07:20,074 semantic_segmentation INFO: Iters: 13000/150000 || Lr: 0.018433 || Task Loss: 0.9441 || KD Loss: 0.3333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:02 || Estimated Time: 2 days, 18:44:55
2023-07-24 17:07:37,139 semantic_segmentation INFO: Iters: 13010/150000 || Lr: 0.018432 || Task Loss: 1.1056 || KD Loss: 0.4602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:19 || Estimated Time: 2 days, 18:44:33
2023-07-24 17:07:53,996 semantic_segmentation INFO: Iters: 13020/150000 || Lr: 0.018431 || Task Loss: 1.3166 || KD Loss: 0.5418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:36 || Estimated Time: 2 days, 18:44:08
2023-07-24 17:08:11,081 semantic_segmentation INFO: Iters: 13030/150000 || Lr: 0.018430 || Task Loss: 1.1304 || KD Loss: 0.3433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:53 || Estimated Time: 2 days, 18:43:46
2023-07-24 17:08:28,031 semantic_segmentation INFO: Iters: 13040/150000 || Lr: 0.018428 || Task Loss: 1.2650 || KD Loss: 0.6115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:10 || Estimated Time: 2 days, 18:43:22
2023-07-24 17:08:45,401 semantic_segmentation INFO: Iters: 13050/150000 || Lr: 0.018427 || Task Loss: 0.8257 || KD Loss: 0.2898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:27 || Estimated Time: 2 days, 18:43:02
2023-07-24 17:09:02,551 semantic_segmentation INFO: Iters: 13060/150000 || Lr: 0.018426 || Task Loss: 1.0452 || KD Loss: 0.3742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:44 || Estimated Time: 2 days, 18:42:41
2023-07-24 17:09:19,462 semantic_segmentation INFO: Iters: 13070/150000 || Lr: 0.018425 || Task Loss: 1.0695 || KD Loss: 0.4698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:01 || Estimated Time: 2 days, 18:42:17
2023-07-24 17:09:36,667 semantic_segmentation INFO: Iters: 13080/150000 || Lr: 0.018423 || Task Loss: 1.2088 || KD Loss: 0.4501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:18 || Estimated Time: 2 days, 18:41:57
2023-07-24 17:09:53,577 semantic_segmentation INFO: Iters: 13090/150000 || Lr: 0.018422 || Task Loss: 1.4225 || KD Loss: 0.4948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:35 || Estimated Time: 2 days, 18:41:32
2023-07-24 17:10:10,261 semantic_segmentation INFO: Iters: 13100/150000 || Lr: 0.018421 || Task Loss: 1.3490 || KD Loss: 0.5642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:52 || Estimated Time: 2 days, 18:41:05
2023-07-24 17:10:27,322 semantic_segmentation INFO: Iters: 13110/150000 || Lr: 0.018420 || Task Loss: 0.9894 || KD Loss: 0.3206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:09 || Estimated Time: 2 days, 18:40:43
2023-07-24 17:10:44,275 semantic_segmentation INFO: Iters: 13120/150000 || Lr: 0.018419 || Task Loss: 1.4169 || KD Loss: 0.6901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:26 || Estimated Time: 2 days, 18:40:20
2023-07-24 17:11:01,238 semantic_segmentation INFO: Iters: 13130/150000 || Lr: 0.018417 || Task Loss: 0.8836 || KD Loss: 0.4063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:43 || Estimated Time: 2 days, 18:39:56
2023-07-24 17:11:18,129 semantic_segmentation INFO: Iters: 13140/150000 || Lr: 0.018416 || Task Loss: 1.1251 || KD Loss: 0.5197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:00 || Estimated Time: 2 days, 18:39:32
2023-07-24 17:11:35,039 semantic_segmentation INFO: Iters: 13150/150000 || Lr: 0.018415 || Task Loss: 0.7895 || KD Loss: 0.2912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:17 || Estimated Time: 2 days, 18:39:08
2023-07-24 17:11:52,036 semantic_segmentation INFO: Iters: 13160/150000 || Lr: 0.018414 || Task Loss: 1.2447 || KD Loss: 0.5397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:34 || Estimated Time: 2 days, 18:38:45
2023-07-24 17:12:09,444 semantic_segmentation INFO: Iters: 13170/150000 || Lr: 0.018413 || Task Loss: 1.3038 || KD Loss: 0.6326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:51 || Estimated Time: 2 days, 18:38:26
2023-07-24 17:12:26,340 semantic_segmentation INFO: Iters: 13180/150000 || Lr: 0.018411 || Task Loss: 1.1792 || KD Loss: 0.5735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:08 || Estimated Time: 2 days, 18:38:02
2023-07-24 17:12:43,248 semantic_segmentation INFO: Iters: 13190/150000 || Lr: 0.018410 || Task Loss: 1.0625 || KD Loss: 0.4465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:25 || Estimated Time: 2 days, 18:37:38
2023-07-24 17:13:00,165 semantic_segmentation INFO: Iters: 13200/150000 || Lr: 0.018409 || Task Loss: 1.1569 || KD Loss: 0.4467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:42 || Estimated Time: 2 days, 18:37:14
2023-07-24 17:13:17,038 semantic_segmentation INFO: Iters: 13210/150000 || Lr: 0.018408 || Task Loss: 1.0311 || KD Loss: 0.4774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:59 || Estimated Time: 2 days, 18:36:50
2023-07-24 17:13:34,416 semantic_segmentation INFO: Iters: 13220/150000 || Lr: 0.018406 || Task Loss: 1.3471 || KD Loss: 0.5922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:16 || Estimated Time: 2 days, 18:36:30
2023-07-24 17:13:51,457 semantic_segmentation INFO: Iters: 13230/150000 || Lr: 0.018405 || Task Loss: 1.9092 || KD Loss: 0.8571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:33 || Estimated Time: 2 days, 18:36:08
2023-07-24 17:14:08,513 semantic_segmentation INFO: Iters: 13240/150000 || Lr: 0.018404 || Task Loss: 0.9477 || KD Loss: 0.3669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:50 || Estimated Time: 2 days, 18:35:45
2023-07-24 17:14:25,663 semantic_segmentation INFO: Iters: 13250/150000 || Lr: 0.018403 || Task Loss: 1.8968 || KD Loss: 1.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:07 || Estimated Time: 2 days, 18:35:24
2023-07-24 17:14:42,731 semantic_segmentation INFO: Iters: 13260/150000 || Lr: 0.018402 || Task Loss: 1.3631 || KD Loss: 0.5742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:25 || Estimated Time: 2 days, 18:35:02
2023-07-24 17:14:59,647 semantic_segmentation INFO: Iters: 13270/150000 || Lr: 0.018400 || Task Loss: 1.3209 || KD Loss: 0.5048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:41 || Estimated Time: 2 days, 18:34:38
2023-07-24 17:15:16,638 semantic_segmentation INFO: Iters: 13280/150000 || Lr: 0.018399 || Task Loss: 1.7088 || KD Loss: 0.7869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:58 || Estimated Time: 2 days, 18:34:15
2023-07-24 17:15:33,703 semantic_segmentation INFO: Iters: 13290/150000 || Lr: 0.018398 || Task Loss: 1.9164 || KD Loss: 0.8913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:15 || Estimated Time: 2 days, 18:33:52
2023-07-24 17:15:50,722 semantic_segmentation INFO: Iters: 13300/150000 || Lr: 0.018397 || Task Loss: 1.0423 || KD Loss: 0.3792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:33 || Estimated Time: 2 days, 18:33:29
2023-07-24 17:16:07,795 semantic_segmentation INFO: Iters: 13310/150000 || Lr: 0.018396 || Task Loss: 1.3253 || KD Loss: 0.7252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:50 || Estimated Time: 2 days, 18:33:07
2023-07-24 17:16:25,234 semantic_segmentation INFO: Iters: 13320/150000 || Lr: 0.018394 || Task Loss: 0.9018 || KD Loss: 0.3721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:07 || Estimated Time: 2 days, 18:32:49
2023-07-24 17:16:42,321 semantic_segmentation INFO: Iters: 13330/150000 || Lr: 0.018393 || Task Loss: 1.2308 || KD Loss: 0.5334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:24 || Estimated Time: 2 days, 18:32:27
2023-07-24 17:16:59,363 semantic_segmentation INFO: Iters: 13340/150000 || Lr: 0.018392 || Task Loss: 1.2915 || KD Loss: 0.5277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:41 || Estimated Time: 2 days, 18:32:04
2023-07-24 17:17:16,299 semantic_segmentation INFO: Iters: 13350/150000 || Lr: 0.018391 || Task Loss: 0.7777 || KD Loss: 0.3132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:58 || Estimated Time: 2 days, 18:31:41
2023-07-24 17:17:33,285 semantic_segmentation INFO: Iters: 13360/150000 || Lr: 0.018390 || Task Loss: 1.2810 || KD Loss: 0.5598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:15 || Estimated Time: 2 days, 18:31:18
2023-07-24 17:17:50,113 semantic_segmentation INFO: Iters: 13370/150000 || Lr: 0.018388 || Task Loss: 1.1437 || KD Loss: 0.4998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:32 || Estimated Time: 2 days, 18:30:53
2023-07-24 17:18:07,065 semantic_segmentation INFO: Iters: 13380/150000 || Lr: 0.018387 || Task Loss: 1.2082 || KD Loss: 0.5408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:49 || Estimated Time: 2 days, 18:30:30
2023-07-24 17:18:24,030 semantic_segmentation INFO: Iters: 13390/150000 || Lr: 0.018386 || Task Loss: 0.9931 || KD Loss: 0.4509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:06 || Estimated Time: 2 days, 18:30:06
2023-07-24 17:18:40,893 semantic_segmentation INFO: Iters: 13400/150000 || Lr: 0.018385 || Task Loss: 0.8957 || KD Loss: 0.3768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:23 || Estimated Time: 2 days, 18:29:42
2023-07-24 17:18:57,889 semantic_segmentation INFO: Iters: 13410/150000 || Lr: 0.018383 || Task Loss: 1.0617 || KD Loss: 0.4611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:40 || Estimated Time: 2 days, 18:29:19
2023-07-24 17:19:14,823 semantic_segmentation INFO: Iters: 13420/150000 || Lr: 0.018382 || Task Loss: 1.0634 || KD Loss: 0.3981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:57 || Estimated Time: 2 days, 18:28:56
2023-07-24 17:19:31,828 semantic_segmentation INFO: Iters: 13430/150000 || Lr: 0.018381 || Task Loss: 0.9049 || KD Loss: 0.3155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:14 || Estimated Time: 2 days, 18:28:33
2023-07-24 17:19:48,703 semantic_segmentation INFO: Iters: 13440/150000 || Lr: 0.018380 || Task Loss: 0.9354 || KD Loss: 0.3112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:30 || Estimated Time: 2 days, 18:28:09
2023-07-24 17:20:05,669 semantic_segmentation INFO: Iters: 13450/150000 || Lr: 0.018379 || Task Loss: 1.5473 || KD Loss: 0.7785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:47 || Estimated Time: 2 days, 18:27:46
2023-07-24 17:20:22,667 semantic_segmentation INFO: Iters: 13460/150000 || Lr: 0.018377 || Task Loss: 1.1778 || KD Loss: 0.5050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:04 || Estimated Time: 2 days, 18:27:23
2023-07-24 17:20:39,660 semantic_segmentation INFO: Iters: 13470/150000 || Lr: 0.018376 || Task Loss: 1.0362 || KD Loss: 0.5079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:21 || Estimated Time: 2 days, 18:27:00
2023-07-24 17:20:56,606 semantic_segmentation INFO: Iters: 13480/150000 || Lr: 0.018375 || Task Loss: 1.1101 || KD Loss: 0.5834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:38 || Estimated Time: 2 days, 18:26:37
2023-07-24 17:21:13,617 semantic_segmentation INFO: Iters: 13490/150000 || Lr: 0.018374 || Task Loss: 1.0611 || KD Loss: 0.4702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:55 || Estimated Time: 2 days, 18:26:14
2023-07-24 17:21:30,460 semantic_segmentation INFO: Iters: 13500/150000 || Lr: 0.018373 || Task Loss: 0.9716 || KD Loss: 0.3322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:12 || Estimated Time: 2 days, 18:25:50
2023-07-24 17:21:47,420 semantic_segmentation INFO: Iters: 13510/150000 || Lr: 0.018371 || Task Loss: 1.0672 || KD Loss: 0.4571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:29 || Estimated Time: 2 days, 18:25:26
2023-07-24 17:22:04,338 semantic_segmentation INFO: Iters: 13520/150000 || Lr: 0.018370 || Task Loss: 0.9618 || KD Loss: 0.3266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:46 || Estimated Time: 2 days, 18:25:03
2023-07-24 17:22:21,301 semantic_segmentation INFO: Iters: 13530/150000 || Lr: 0.018369 || Task Loss: 1.2072 || KD Loss: 0.6513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:03 || Estimated Time: 2 days, 18:24:40
2023-07-24 17:22:38,188 semantic_segmentation INFO: Iters: 13540/150000 || Lr: 0.018368 || Task Loss: 0.8644 || KD Loss: 0.3253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:20 || Estimated Time: 2 days, 18:24:16
2023-07-24 17:22:55,144 semantic_segmentation INFO: Iters: 13550/150000 || Lr: 0.018367 || Task Loss: 0.9681 || KD Loss: 0.3509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:37 || Estimated Time: 2 days, 18:23:53
2023-07-24 17:23:12,171 semantic_segmentation INFO: Iters: 13560/150000 || Lr: 0.018365 || Task Loss: 0.9901 || KD Loss: 0.4022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:54 || Estimated Time: 2 days, 18:23:30
2023-07-24 17:23:29,122 semantic_segmentation INFO: Iters: 13570/150000 || Lr: 0.018364 || Task Loss: 1.0673 || KD Loss: 0.4152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:11 || Estimated Time: 2 days, 18:23:07
2023-07-24 17:23:46,376 semantic_segmentation INFO: Iters: 13580/150000 || Lr: 0.018363 || Task Loss: 0.9922 || KD Loss: 0.3923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:28 || Estimated Time: 2 days, 18:22:47
2023-07-24 17:24:03,304 semantic_segmentation INFO: Iters: 13590/150000 || Lr: 0.018362 || Task Loss: 0.9509 || KD Loss: 0.3749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:45 || Estimated Time: 2 days, 18:22:23
2023-07-24 17:24:20,321 semantic_segmentation INFO: Iters: 13600/150000 || Lr: 0.018360 || Task Loss: 1.1113 || KD Loss: 0.3925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:02 || Estimated Time: 2 days, 18:22:01
2023-07-24 17:24:20,440 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:24:20,841 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.925, mIoU: 0.073
2023-07-24 17:24:20,857 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.892, mIoU: 0.108
2023-07-24 17:24:20,870 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.906, mIoU: 0.110
2023-07-24 17:24:20,885 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.908, mIoU: 0.114
2023-07-24 17:24:20,898 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.851, mIoU: 0.136
2023-07-24 17:24:20,911 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.822, mIoU: 0.140
2023-07-24 17:24:20,925 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.806, mIoU: 0.139
2023-07-24 17:24:20,939 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.805, mIoU: 0.148
2023-07-24 17:24:20,952 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.806, mIoU: 0.148
2023-07-24 17:24:20,966 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.813, mIoU: 0.149
2023-07-24 17:24:20,980 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.809, mIoU: 0.150
2023-07-24 17:24:20,995 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.823, mIoU: 0.155
2023-07-24 17:24:21,007 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.793, mIoU: 0.149
2023-07-24 17:24:21,021 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.777, mIoU: 0.129
2023-07-24 17:24:21,035 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.770, mIoU: 0.127
2023-07-24 17:24:21,047 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.779, mIoU: 0.127
2023-07-24 17:24:21,058 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.776, mIoU: 0.121
2023-07-24 17:24:21,071 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.772, mIoU: 0.116
2023-07-24 17:24:21,086 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.780, mIoU: 0.115
2023-07-24 17:24:21,103 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.789, mIoU: 0.148
2023-07-24 17:24:21,118 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.787, mIoU: 0.148
2023-07-24 17:24:21,134 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.791, mIoU: 0.145
2023-07-24 17:24:21,149 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.781, mIoU: 0.145
2023-07-24 17:24:21,165 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.785, mIoU: 0.148
2023-07-24 17:24:21,181 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.785, mIoU: 0.145
2023-07-24 17:24:21,195 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.787, mIoU: 0.145
2023-07-24 17:24:21,210 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.791, mIoU: 0.145
2023-07-24 17:24:21,222 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.797, mIoU: 0.145
2023-07-24 17:24:21,237 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.796, mIoU: 0.145
2023-07-24 17:24:21,252 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.803, mIoU: 0.146
2023-07-24 17:24:21,267 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.801, mIoU: 0.145
2023-07-24 17:24:21,283 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.803, mIoU: 0.147
2023-07-24 17:24:21,298 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.805, mIoU: 0.147
2023-07-24 17:24:21,313 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.808, mIoU: 0.146
2023-07-24 17:24:21,329 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.806, mIoU: 0.155
2023-07-24 17:24:21,344 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.809, mIoU: 0.157
2023-07-24 17:24:21,358 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.809, mIoU: 0.158
2023-07-24 17:24:21,371 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.814, mIoU: 0.195
2023-07-24 17:24:21,387 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.815, mIoU: 0.196
2023-07-24 17:24:21,400 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.816, mIoU: 0.196
2023-07-24 17:24:21,413 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.817, mIoU: 0.224
2023-07-24 17:24:21,428 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.822, mIoU: 0.224
2023-07-24 17:24:21,443 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.821, mIoU: 0.224
2023-07-24 17:24:21,456 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.823, mIoU: 0.224
2023-07-24 17:24:21,471 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.821, mIoU: 0.228
2023-07-24 17:24:21,486 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.822, mIoU: 0.228
2023-07-24 17:24:21,499 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.821, mIoU: 0.228
2023-07-24 17:24:21,512 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.821, mIoU: 0.229
2023-07-24 17:24:21,526 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.823, mIoU: 0.235
2023-07-24 17:24:21,543 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.823, mIoU: 0.234
2023-07-24 17:24:21,559 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.822, mIoU: 0.235
2023-07-24 17:24:21,574 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.826, mIoU: 0.234
2023-07-24 17:24:21,587 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.828, mIoU: 0.234
2023-07-24 17:24:21,603 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.828, mIoU: 0.234
2023-07-24 17:24:21,618 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.827, mIoU: 0.237
2023-07-24 17:24:21,631 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.827, mIoU: 0.236
2023-07-24 17:24:21,647 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.828, mIoU: 0.237
2023-07-24 17:24:21,664 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.832, mIoU: 0.237
2023-07-24 17:24:21,678 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.832, mIoU: 0.240
2023-07-24 17:24:21,693 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.823, mIoU: 0.241
2023-07-24 17:24:21,706 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.820, mIoU: 0.238
2023-07-24 17:24:21,721 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.821, mIoU: 0.238
2023-07-24 17:24:21,734 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.824, mIoU: 0.238
2023-07-24 17:24:21,753 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.820, mIoU: 0.239
2023-07-24 17:24:21,766 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.821, mIoU: 0.237
2023-07-24 17:24:21,781 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.822, mIoU: 0.238
2023-07-24 17:24:21,797 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.824, mIoU: 0.238
2023-07-24 17:24:21,810 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.825, mIoU: 0.257
2023-07-24 17:24:21,825 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.826, mIoU: 0.257
2023-07-24 17:24:21,840 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.822, mIoU: 0.257
2023-07-24 17:24:21,856 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.823, mIoU: 0.270
2023-07-24 17:24:21,869 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.824, mIoU: 0.271
2023-07-24 17:24:21,884 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.823, mIoU: 0.263
2023-07-24 17:24:21,899 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.825, mIoU: 0.263
2023-07-24 17:24:21,914 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.827, mIoU: 0.272
2023-07-24 17:24:21,929 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.827, mIoU: 0.266
2023-07-24 17:24:21,944 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.825, mIoU: 0.265
2023-07-24 17:24:21,953 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.824, mIoU: 0.264
2023-07-24 17:24:21,968 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.822, mIoU: 0.278
2023-07-24 17:24:21,985 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.822, mIoU: 0.283
2023-07-24 17:24:21,997 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.814, mIoU: 0.273
2023-07-24 17:24:22,012 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.811, mIoU: 0.265
2023-07-24 17:24:22,027 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.811, mIoU: 0.266
2023-07-24 17:24:22,042 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.808, mIoU: 0.266
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2023-07-24 17:24:22,072 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.808, mIoU: 0.265
2023-07-24 17:24:22,087 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.810, mIoU: 0.265
2023-07-24 17:24:22,103 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.810, mIoU: 0.264
2023-07-24 17:24:22,118 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.809, mIoU: 0.259
2023-07-24 17:24:22,131 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.807, mIoU: 0.258
2023-07-24 17:24:22,147 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.808, mIoU: 0.258
2023-07-24 17:24:22,163 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.810, mIoU: 0.260
2023-07-24 17:24:22,178 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.805, mIoU: 0.257
2023-07-24 17:24:22,193 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.807, mIoU: 0.265
2023-07-24 17:24:22,208 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.805, mIoU: 0.264
2023-07-24 17:24:22,223 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.806, mIoU: 0.264
2023-07-24 17:24:22,236 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.806, mIoU: 0.265
2023-07-24 17:24:22,250 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.808, mIoU: 0.267
2023-07-24 17:24:22,265 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.808, mIoU: 0.267
2023-07-24 17:24:22,278 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.806, mIoU: 0.269
2023-07-24 17:24:22,293 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.806, mIoU: 0.269
2023-07-24 17:24:22,307 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.807, mIoU: 0.269
2023-07-24 17:24:22,320 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.809, mIoU: 0.268
2023-07-24 17:24:22,335 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.809, mIoU: 0.268
2023-07-24 17:24:22,350 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.809, mIoU: 0.268
2023-07-24 17:24:22,362 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.810, mIoU: 0.272
2023-07-24 17:24:22,377 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.809, mIoU: 0.269
2023-07-24 17:24:22,392 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.810, mIoU: 0.270
2023-07-24 17:24:22,405 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.811, mIoU: 0.272
2023-07-24 17:24:22,419 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.812, mIoU: 0.272
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2023-07-24 17:24:22,558 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.813, mIoU: 0.263
2023-07-24 17:24:22,573 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.815, mIoU: 0.262
2023-07-24 17:24:22,587 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.816, mIoU: 0.262
2023-07-24 17:24:22,600 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.817, mIoU: 0.261
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2023-07-24 17:24:22,631 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.819, mIoU: 0.262
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2023-07-24 17:24:22,668 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.816, mIoU: 0.257
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2023-07-24 17:24:22,733 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.817, mIoU: 0.256
2023-07-24 17:24:22,748 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.817, mIoU: 0.253
2023-07-24 17:24:22,761 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.817, mIoU: 0.258
2023-07-24 17:24:22,774 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.818, mIoU: 0.258
2023-07-24 17:24:22,789 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.816, mIoU: 0.258
2023-07-24 17:24:22,802 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.817, mIoU: 0.258
2023-07-24 17:24:22,817 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.818, mIoU: 0.258
2023-07-24 17:24:22,830 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.819, mIoU: 0.259
2023-07-24 17:24:22,845 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.819, mIoU: 0.259
2023-07-24 17:24:22,860 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.819, mIoU: 0.259
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2023-07-24 17:24:22,935 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.819, mIoU: 0.256
2023-07-24 17:24:22,950 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.817, mIoU: 0.255
2023-07-24 17:24:22,961 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.817, mIoU: 0.275
2023-07-24 17:24:22,976 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.818, mIoU: 0.277
2023-07-24 17:24:22,992 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.817, mIoU: 0.280
2023-07-24 17:24:23,005 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.817, mIoU: 0.279
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2023-07-24 17:24:23,108 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.814, mIoU: 0.269
2023-07-24 17:24:23,123 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.813, mIoU: 0.268
2023-07-24 17:24:23,138 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.814, mIoU: 0.268
2023-07-24 17:24:23,153 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.816, mIoU: 0.267
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2023-07-24 17:24:23,209 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.818, mIoU: 0.269
2023-07-24 17:24:23,222 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.817, mIoU: 0.271
2023-07-24 17:24:23,236 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.818, mIoU: 0.271
2023-07-24 17:24:23,251 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.816, mIoU: 0.263
2023-07-24 17:24:23,267 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.814, mIoU: 0.258
2023-07-24 17:24:23,283 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.812, mIoU: 0.256
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2023-07-24 17:24:23,477 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.815, mIoU: 0.268
2023-07-24 17:24:23,493 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.815, mIoU: 0.270
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2023-07-24 17:24:23,566 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.817, mIoU: 0.274
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2023-07-24 17:24:24,001 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.814, mIoU: 0.282
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2023-07-24 17:24:24,203 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.814, mIoU: 0.291
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2023-07-24 17:24:26,435 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.814, mIoU: 0.273
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2023-07-24 17:24:27,017 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.815, mIoU: 0.280
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2023-07-24 17:24:27,119 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.816, mIoU: 0.278
2023-07-24 17:24:27,134 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.816, mIoU: 0.277
2023-07-24 17:24:27,150 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.816, mIoU: 0.277
2023-07-24 17:24:27,164 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.816, mIoU: 0.279
2023-07-24 17:24:27,180 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.816, mIoU: 0.279
2023-07-24 17:24:27,195 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.815, mIoU: 0.278
2023-07-24 17:24:27,210 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.816, mIoU: 0.278
2023-07-24 17:24:27,226 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.816, mIoU: 0.278
2023-07-24 17:24:27,240 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.815, mIoU: 0.277
2023-07-24 17:24:27,255 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.815, mIoU: 0.278
2023-07-24 17:24:27,269 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.815, mIoU: 0.277
2023-07-24 17:24:27,284 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.815, mIoU: 0.277
2023-07-24 17:24:27,297 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.815, mIoU: 0.277
2023-07-24 17:24:27,310 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.815, mIoU: 0.277
2023-07-24 17:24:27,326 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,341 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.813, mIoU: 0.275
2023-07-24 17:24:27,356 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.813, mIoU: 0.275
2023-07-24 17:24:27,371 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.813, mIoU: 0.275
2023-07-24 17:24:27,383 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.813, mIoU: 0.274
2023-07-24 17:24:27,398 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.813, mIoU: 0.274
2023-07-24 17:24:27,411 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.813, mIoU: 0.275
2023-07-24 17:24:27,421 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.813, mIoU: 0.275
2023-07-24 17:24:27,435 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.813, mIoU: 0.273
2023-07-24 17:24:27,450 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.814, mIoU: 0.273
2023-07-24 17:24:27,465 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.814, mIoU: 0.274
2023-07-24 17:24:27,480 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.814, mIoU: 0.275
2023-07-24 17:24:27,496 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.814, mIoU: 0.275
2023-07-24 17:24:27,512 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.814, mIoU: 0.275
2023-07-24 17:24:27,526 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.813, mIoU: 0.274
2023-07-24 17:24:27,535 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.814, mIoU: 0.274
2023-07-24 17:24:27,545 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.814, mIoU: 0.274
2023-07-24 17:24:27,558 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.814, mIoU: 0.275
2023-07-24 17:24:27,572 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,587 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,600 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,615 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,630 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.814, mIoU: 0.276
2023-07-24 17:24:27,645 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.814, mIoU: 0.277
2023-07-24 17:24:27,660 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.814, mIoU: 0.277
2023-07-24 17:24:27,675 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.814, mIoU: 0.277
2023-07-24 17:24:27,688 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.814, mIoU: 0.277
2023-07-24 17:24:27,703 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.814, mIoU: 0.280
2023-07-24 17:24:27,718 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.815, mIoU: 0.280
2023-07-24 17:24:27,731 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.814, mIoU: 0.280
2023-07-24 17:24:27,746 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.814, mIoU: 0.280
2023-07-24 17:24:27,757 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:24:27,772 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.814, mIoU: 0.278
2023-07-24 17:24:27,786 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.814, mIoU: 0.278
2023-07-24 17:24:27,801 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:24:27,816 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:24:27,831 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.814, mIoU: 0.282
2023-07-24 17:24:27,841 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:27,854 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:27,869 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:27,884 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:27,897 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:27,910 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.815, mIoU: 0.284
2023-07-24 17:24:27,924 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:27,939 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:27,955 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:27,969 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:27,978 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:27,993 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:28,008 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:28,021 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:28,036 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:28,051 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:28,064 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:28,080 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:28,093 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:28,108 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,123 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:28,139 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:28,154 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,167 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,180 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,195 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,209 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,223 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,237 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:28,253 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:28,269 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:28,284 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:28,297 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,311 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:28,327 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:28,342 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:28,356 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:28,371 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,385 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,400 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,414 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:28,427 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,442 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:28,454 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,469 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,482 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,495 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,508 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,523 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,539 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,554 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.815, mIoU: 0.289
2023-07-24 17:24:28,569 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,578 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,593 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,609 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,624 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,639 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,654 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,667 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,681 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,696 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,711 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,726 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,739 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,753 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,768 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,782 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,797 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,811 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:28,826 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.815, mIoU: 0.287
2023-07-24 17:24:28,842 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,857 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.815, mIoU: 0.287
2023-07-24 17:24:28,870 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.815, mIoU: 0.288
2023-07-24 17:24:28,885 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,900 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,913 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,928 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,943 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,958 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,973 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:24:28,986 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:29,001 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:29,016 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:29,032 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:29,042 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:29,057 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.816, mIoU: 0.288
2023-07-24 17:24:29,073 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:29,086 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.814, mIoU: 0.287
2023-07-24 17:24:29,102 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.814, mIoU: 0.286
2023-07-24 17:24:29,115 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.814, mIoU: 0.286
2023-07-24 17:24:29,130 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.814, mIoU: 0.286
2023-07-24 17:24:29,146 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,161 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,174 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,187 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:29,200 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,216 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,231 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,246 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,260 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,275 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:29,288 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:29,303 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:29,318 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:29,331 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:29,346 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:29,360 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:29,375 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:29,389 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:29,404 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:29,416 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:29,430 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.816, mIoU: 0.285
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2023-07-24 17:24:29,474 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:29,490 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:29,501 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:29,516 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:29,531 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.816, mIoU: 0.284
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2023-07-24 17:24:29,605 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:29,619 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.817, mIoU: 0.284
2023-07-24 17:24:29,635 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.816, mIoU: 0.283
2023-07-24 17:24:29,650 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.816, mIoU: 0.283
2023-07-24 17:24:29,664 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.815, mIoU: 0.282
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2023-07-24 17:24:29,721 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.814, mIoU: 0.281
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2023-07-24 17:24:29,764 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.814, mIoU: 0.280
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2023-07-24 17:24:29,792 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.814, mIoU: 0.280
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2023-07-24 17:24:29,822 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:24:29,837 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.814, mIoU: 0.279
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2023-07-24 17:24:29,867 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:24:29,882 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.813, mIoU: 0.278
2023-07-24 17:24:29,896 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.812, mIoU: 0.279
2023-07-24 17:24:29,910 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:29,925 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.812, mIoU: 0.283
2023-07-24 17:24:29,940 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.812, mIoU: 0.282
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2023-07-24 17:24:29,973 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.812, mIoU: 0.282
2023-07-24 17:24:29,988 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.812, mIoU: 0.283
2023-07-24 17:24:29,999 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.812, mIoU: 0.282
2023-07-24 17:24:30,013 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.812, mIoU: 0.282
2023-07-24 17:24:30,028 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.812, mIoU: 0.282
2023-07-24 17:24:30,041 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,056 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,069 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,082 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,097 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,113 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,128 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.813, mIoU: 0.282
2023-07-24 17:24:30,144 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 17:24:30,157 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 17:24:30,171 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.813, mIoU: 0.285
2023-07-24 17:24:30,184 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:30,199 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,213 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,229 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,243 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 17:24:30,258 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 17:24:30,273 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 17:24:30,286 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:30,301 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:30,315 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.813, mIoU: 0.283
2023-07-24 17:24:30,328 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,341 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,355 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.813, mIoU: 0.283
2023-07-24 17:24:30,371 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.813, mIoU: 0.283
2023-07-24 17:24:30,386 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.814, mIoU: 0.283
2023-07-24 17:24:30,399 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,413 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,430 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.814, mIoU: 0.283
2023-07-24 17:24:30,445 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.814, mIoU: 0.283
2023-07-24 17:24:30,459 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.814, mIoU: 0.283
2023-07-24 17:24:30,472 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,480 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,495 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,511 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.814, mIoU: 0.285
2023-07-24 17:24:30,526 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,542 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.814, mIoU: 0.284
2023-07-24 17:24:30,557 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.815, mIoU: 0.284
2023-07-24 17:24:30,572 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.815, mIoU: 0.284
2023-07-24 17:24:30,588 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,603 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,615 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,630 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,644 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,659 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.815, mIoU: 0.282
2023-07-24 17:24:30,674 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,686 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,699 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,712 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.815, mIoU: 0.283
2023-07-24 17:24:30,726 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,739 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:30,752 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:30,765 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,780 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:30,795 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:30,806 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:30,820 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.815, mIoU: 0.284
2023-07-24 17:24:30,833 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,844 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,859 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,874 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:30,889 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:30,904 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:30,919 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:24:30,934 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:30,947 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:30,963 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:30,978 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:30,995 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,010 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,025 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,040 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,053 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.815, mIoU: 0.286
2023-07-24 17:24:31,066 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,079 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,094 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.815, mIoU: 0.285
2023-07-24 17:24:31,111 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,125 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,138 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,153 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,168 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,183 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,199 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,214 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,228 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,243 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,257 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,272 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,287 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,302 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,317 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,330 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,345 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,360 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.816, mIoU: 0.287
2023-07-24 17:24:31,373 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,385 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,400 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,415 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:24:31,430 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,444 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,456 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,469 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,482 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,495 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:31,509 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,525 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.816, mIoU: 0.286
2023-07-24 17:24:31,539 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,553 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,566 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,581 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,595 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,608 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,621 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,635 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,650 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,663 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,677 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.818, mIoU: 0.285
2023-07-24 17:24:31,692 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.818, mIoU: 0.285
2023-07-24 17:24:31,705 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.817, mIoU: 0.285
2023-07-24 17:24:31,718 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.818, mIoU: 0.285
2023-07-24 17:24:31,734 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,750 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.818, mIoU: 0.287
2023-07-24 17:24:31,767 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,781 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,796 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,809 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,826 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,839 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,853 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,868 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,884 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,897 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.818, mIoU: 0.286
2023-07-24 17:24:31,913 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,929 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,944 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,959 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,972 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.817, mIoU: 0.287
2023-07-24 17:24:31,984 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:31,998 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:32,011 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:32,023 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.817, mIoU: 0.286
2023-07-24 17:24:32,036 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.818, mIoU: 0.287
2023-07-24 17:24:32,051 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:32,064 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:32,077 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:32,091 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:32,106 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:24:32,120 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,136 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,149 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,161 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,176 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,190 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:32,205 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:32,220 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,232 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,245 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:32,257 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:32,272 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:32,287 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,301 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:32,315 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,326 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,340 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,355 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,371 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,384 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:32,400 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:32,414 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:32,430 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,444 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,460 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,474 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,490 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,505 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,519 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,535 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,549 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,564 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,578 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,593 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,607 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,622 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.819, mIoU: 0.293
2023-07-24 17:24:32,636 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:32,650 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,664 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:32,677 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,690 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,703 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,718 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:32,732 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:32,749 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,764 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,776 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:32,791 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,807 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,822 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,835 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,851 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,865 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,878 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,893 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:32,909 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:32,923 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:32,936 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:32,948 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:32,965 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:32,980 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:32,995 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,008 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,024 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:33,039 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,054 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,069 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,082 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,098 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,111 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,126 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,140 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,154 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,169 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,182 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:33,197 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:33,212 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,227 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,242 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,256 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,271 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,285 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,301 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,315 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.818, mIoU: 0.295
2023-07-24 17:24:33,331 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,345 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,355 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,370 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,383 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,398 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.818, mIoU: 0.294
2023-07-24 17:24:33,413 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,428 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,441 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,456 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,471 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,486 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,502 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,518 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,531 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.818, mIoU: 0.293
2023-07-24 17:24:33,546 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,561 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,576 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,589 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,605 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.818, mIoU: 0.292
2023-07-24 17:24:33,619 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,635 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,648 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:33,663 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,678 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,691 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,705 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,720 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:33,733 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:33,748 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,761 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:33,775 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,790 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,805 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,820 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,835 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,850 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,863 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,876 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:33,890 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,903 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,916 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,931 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,946 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:33,961 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:33,976 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:33,990 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,003 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:34,019 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:34,035 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:34,048 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:34,063 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:34,076 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:34,092 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:34,107 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,123 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,138 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,153 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,162 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,178 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,194 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,207 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,221 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,235 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,250 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,263 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,278 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,292 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.819, mIoU: 0.289
2023-07-24 17:24:34,307 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.819, mIoU: 0.289
2023-07-24 17:24:34,322 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:34,336 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:34,353 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:24:34,368 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:24:34,382 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:24:34,397 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:24:34,413 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:24:34,427 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:24:34,440 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.819, mIoU: 0.289
2023-07-24 17:24:34,456 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,472 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,487 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,494 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,508 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,522 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,534 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,546 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,562 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,576 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.819, mIoU: 0.289
2023-07-24 17:24:34,591 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.819, mIoU: 0.289
2023-07-24 17:24:34,603 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,616 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,631 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,642 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,657 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,670 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,685 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,700 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,714 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,729 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,741 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,754 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,769 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,784 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.819, mIoU: 0.292
2023-07-24 17:24:34,799 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,814 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,827 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,838 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,849 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,862 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,874 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,889 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.819, mIoU: 0.291
2023-07-24 17:24:34,902 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,917 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:34,933 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,948 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,962 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:34,977 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:34,992 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,007 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,023 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,037 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,052 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,067 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,082 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,095 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,108 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,122 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,135 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,151 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,164 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,178 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,193 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,211 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,226 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,240 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,255 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,270 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,285 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,300 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,313 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,326 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,341 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.820, mIoU: 0.290
2023-07-24 17:24:35,356 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.820, mIoU: 0.291
2023-07-24 17:24:35,371 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.820, mIoU: 0.291
2023-07-24 17:24:35,386 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,401 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,417 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,431 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,446 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,458 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,473 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,483 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,496 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,510 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.819, mIoU: 0.290
2023-07-24 17:24:35,522 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,536 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,551 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,565 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,580 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,596 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,611 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,626 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.818, mIoU: 0.289
2023-07-24 17:24:35,639 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,655 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,668 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,683 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,698 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,712 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,727 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,740 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,755 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,771 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,787 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,802 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,817 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,829 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,842 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,857 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,869 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,882 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,898 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:35,912 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:35,926 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:35,939 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:35,951 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,966 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,981 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:35,996 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:36,010 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:36,024 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:36,039 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:36,054 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:36,070 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:36,085 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:24:36,100 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.817, mIoU: 0.290
2023-07-24 17:24:36,114 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.818, mIoU: 0.290
2023-07-24 17:24:36,129 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:36,143 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:36,159 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.818, mIoU: 0.291
2023-07-24 17:24:36,174 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,188 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,203 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,216 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,231 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,246 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,261 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,274 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,288 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,303 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,319 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,331 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,346 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,361 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,375 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,391 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,406 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,421 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,434 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,450 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,466 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,480 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,495 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,508 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,517 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,532 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,548 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.817, mIoU: 0.291
2023-07-24 17:24:36,561 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.816, mIoU: 0.291
2023-07-24 17:24:36,576 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,592 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,605 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,618 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,633 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,648 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,663 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,680 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,694 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,710 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,725 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,738 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:36,752 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,767 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,782 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,794 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,807 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,821 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,836 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,851 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,866 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,879 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,895 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,909 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.816, mIoU: 0.292
2023-07-24 17:24:36,922 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,937 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.817, mIoU: 0.292
2023-07-24 17:24:36,953 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:36,967 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:36,982 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:36,995 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,010 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:37,025 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,040 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:37,054 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:37,067 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,083 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,095 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,108 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,120 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,135 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,149 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,164 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,178 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.816, mIoU: 0.293
2023-07-24 17:24:37,189 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.817, mIoU: 0.293
2023-07-24 17:24:37,201 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,217 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,232 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,245 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,261 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,277 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,292 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,305 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,320 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,335 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,348 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,364 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,377 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,390 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.817, mIoU: 0.295
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2023-07-24 17:24:37,435 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,449 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,462 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,476 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,491 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,503 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.817, mIoU: 0.294
2023-07-24 17:24:37,517 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,531 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,546 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.817, mIoU: 0.295
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2023-07-24 17:24:37,572 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.817, mIoU: 0.295
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2023-07-24 17:24:37,613 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.817, mIoU: 0.296
2023-07-24 17:24:37,626 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.817, mIoU: 0.295
2023-07-24 17:24:37,639 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.816, mIoU: 0.295
2023-07-24 17:24:37,653 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.817, mIoU: 0.295
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2023-07-24 17:24:37,754 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.817, mIoU: 0.296
2023-07-24 17:24:37,767 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.817, mIoU: 0.296
2023-07-24 17:24:37,782 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.817, mIoU: 0.296
2023-07-24 17:24:37,795 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.816, mIoU: 0.296
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2023-07-24 17:24:38,210 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:38,278 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,293 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.815, mIoU: 0.293
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2023-07-24 17:24:38,322 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,334 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,348 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,363 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,378 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,394 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.815, mIoU: 0.292
2023-07-24 17:24:38,409 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,425 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,439 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,455 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.815, mIoU: 0.292
2023-07-24 17:24:38,469 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.815, mIoU: 0.292
2023-07-24 17:24:38,484 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,499 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,513 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,526 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,542 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,557 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,572 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,585 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,598 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,612 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,627 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,640 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,653 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,668 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,683 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,699 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,714 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,729 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,745 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,758 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,773 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,788 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,801 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,816 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:38,831 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,847 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,862 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:38,876 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:38,891 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,905 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,919 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,933 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,948 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,963 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,976 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:38,991 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,006 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,018 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,031 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,045 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,060 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,073 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,087 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,103 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:39,118 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,133 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,148 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,162 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,177 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,189 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,202 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,215 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,229 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,242 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,257 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,272 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,285 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,298 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,314 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,326 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,340 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,355 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,371 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,386 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,401 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,414 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,429 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,444 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,457 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,472 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,488 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,503 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,517 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,532 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.814, mIoU: 0.293
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2023-07-24 17:24:39,604 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:24:39,619 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,635 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,662 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:39,677 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.814, mIoU: 0.294
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2023-07-24 17:24:39,737 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:39,751 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,777 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.814, mIoU: 0.294
2023-07-24 17:24:39,791 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:39,804 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,862 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,888 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,931 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:39,975 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.816, mIoU: 0.295
2023-07-24 17:24:39,990 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.816, mIoU: 0.295
2023-07-24 17:24:40,006 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.816, mIoU: 0.295
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2023-07-24 17:24:40,063 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.816, mIoU: 0.295
2023-07-24 17:24:40,078 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.816, mIoU: 0.295
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2023-07-24 17:24:40,218 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:40,363 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.815, mIoU: 0.294
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2023-07-24 17:24:40,443 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.814, mIoU: 0.293
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2023-07-24 17:24:40,943 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.814, mIoU: 0.294
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2023-07-24 17:24:41,179 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,189 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,204 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,217 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,232 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,247 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.815, mIoU: 0.295
2023-07-24 17:24:41,262 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,276 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,288 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,297 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,314 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,328 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,343 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,356 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,371 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,387 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,400 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,415 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,430 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,444 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,459 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,472 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,487 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.815, mIoU: 0.295
2023-07-24 17:24:41,502 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.816, mIoU: 0.295
2023-07-24 17:24:41,517 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,529 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,544 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,558 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:24:41,573 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:24:41,588 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:41,600 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:41,614 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:41,628 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:24:41,644 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.814, mIoU: 0.292
2023-07-24 17:24:58,483 semantic_segmentation INFO: Iters: 13610/150000 || Lr: 0.018359 || Task Loss: 1.4138 || KD Loss: 0.6188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2371|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:40 || Estimated Time: 2 days, 18:25:10
2023-07-24 17:25:15,415 semantic_segmentation INFO: Iters: 13620/150000 || Lr: 0.018358 || Task Loss: 1.3513 || KD Loss: 0.6262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:57 || Estimated Time: 2 days, 18:24:47
2023-07-24 17:25:32,319 semantic_segmentation INFO: Iters: 13630/150000 || Lr: 0.018357 || Task Loss: 1.4977 || KD Loss: 0.6401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:14 || Estimated Time: 2 days, 18:24:23
2023-07-24 17:25:49,468 semantic_segmentation INFO: Iters: 13640/150000 || Lr: 0.018356 || Task Loss: 1.2321 || KD Loss: 0.5815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:31 || Estimated Time: 2 days, 18:24:01
2023-07-24 17:26:06,674 semantic_segmentation INFO: Iters: 13650/150000 || Lr: 0.018354 || Task Loss: 0.8182 || KD Loss: 0.3178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:48 || Estimated Time: 2 days, 18:23:41
2023-07-24 17:26:23,679 semantic_segmentation INFO: Iters: 13660/150000 || Lr: 0.018353 || Task Loss: 1.0710 || KD Loss: 0.4701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:05 || Estimated Time: 2 days, 18:23:18
2023-07-24 17:26:40,748 semantic_segmentation INFO: Iters: 13670/150000 || Lr: 0.018352 || Task Loss: 1.1698 || KD Loss: 0.5100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:23 || Estimated Time: 2 days, 18:22:56
2023-07-24 17:26:57,756 semantic_segmentation INFO: Iters: 13680/150000 || Lr: 0.018351 || Task Loss: 1.3171 || KD Loss: 0.5813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:40 || Estimated Time: 2 days, 18:22:33
2023-07-24 17:27:14,874 semantic_segmentation INFO: Iters: 13690/150000 || Lr: 0.018350 || Task Loss: 1.3658 || KD Loss: 0.6041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:57 || Estimated Time: 2 days, 18:22:11
2023-07-24 17:27:31,884 semantic_segmentation INFO: Iters: 13700/150000 || Lr: 0.018348 || Task Loss: 0.7839 || KD Loss: 0.3169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:14 || Estimated Time: 2 days, 18:21:49
2023-07-24 17:27:48,948 semantic_segmentation INFO: Iters: 13710/150000 || Lr: 0.018347 || Task Loss: 1.2173 || KD Loss: 0.5653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:31 || Estimated Time: 2 days, 18:21:27
2023-07-24 17:28:06,013 semantic_segmentation INFO: Iters: 13720/150000 || Lr: 0.018346 || Task Loss: 1.2040 || KD Loss: 0.5167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:48 || Estimated Time: 2 days, 18:21:04
2023-07-24 17:28:23,156 semantic_segmentation INFO: Iters: 13730/150000 || Lr: 0.018345 || Task Loss: 0.9185 || KD Loss: 0.4065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:05 || Estimated Time: 2 days, 18:20:43
2023-07-24 17:28:40,084 semantic_segmentation INFO: Iters: 13740/150000 || Lr: 0.018344 || Task Loss: 1.2377 || KD Loss: 0.4926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:22 || Estimated Time: 2 days, 18:20:20
2023-07-24 17:28:57,137 semantic_segmentation INFO: Iters: 13750/150000 || Lr: 0.018342 || Task Loss: 1.6081 || KD Loss: 0.7348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:39 || Estimated Time: 2 days, 18:19:58
2023-07-24 17:29:14,152 semantic_segmentation INFO: Iters: 13760/150000 || Lr: 0.018341 || Task Loss: 1.0042 || KD Loss: 0.5074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:56 || Estimated Time: 2 days, 18:19:35
2023-07-24 17:29:31,155 semantic_segmentation INFO: Iters: 13770/150000 || Lr: 0.018340 || Task Loss: 0.8499 || KD Loss: 0.3473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:13 || Estimated Time: 2 days, 18:19:12
2023-07-24 17:29:48,084 semantic_segmentation INFO: Iters: 13780/150000 || Lr: 0.018339 || Task Loss: 1.0994 || KD Loss: 0.4741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:30 || Estimated Time: 2 days, 18:18:49
2023-07-24 17:30:05,081 semantic_segmentation INFO: Iters: 13790/150000 || Lr: 0.018337 || Task Loss: 1.1486 || KD Loss: 0.5080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:47 || Estimated Time: 2 days, 18:18:26
2023-07-24 17:30:22,084 semantic_segmentation INFO: Iters: 13800/150000 || Lr: 0.018336 || Task Loss: 1.5564 || KD Loss: 0.7217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:04 || Estimated Time: 2 days, 18:18:03
2023-07-24 17:30:39,028 semantic_segmentation INFO: Iters: 13810/150000 || Lr: 0.018335 || Task Loss: 1.3238 || KD Loss: 0.5331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:21 || Estimated Time: 2 days, 18:17:40
2023-07-24 17:30:55,987 semantic_segmentation INFO: Iters: 13820/150000 || Lr: 0.018334 || Task Loss: 0.9022 || KD Loss: 0.2945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:38 || Estimated Time: 2 days, 18:17:17
2023-07-24 17:31:13,239 semantic_segmentation INFO: Iters: 13830/150000 || Lr: 0.018333 || Task Loss: 1.1910 || KD Loss: 0.5682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:55 || Estimated Time: 2 days, 18:16:57
2023-07-24 17:31:30,234 semantic_segmentation INFO: Iters: 13840/150000 || Lr: 0.018331 || Task Loss: 0.7124 || KD Loss: 0.2453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2396|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:12 || Estimated Time: 2 days, 18:16:34
2023-07-24 17:31:47,476 semantic_segmentation INFO: Iters: 13850/150000 || Lr: 0.018330 || Task Loss: 1.0779 || KD Loss: 0.3790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:29 || Estimated Time: 2 days, 18:16:14
2023-07-24 17:32:04,342 semantic_segmentation INFO: Iters: 13860/150000 || Lr: 0.018329 || Task Loss: 0.8689 || KD Loss: 0.3274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:46 || Estimated Time: 2 days, 18:15:50
2023-07-24 17:32:21,332 semantic_segmentation INFO: Iters: 13870/150000 || Lr: 0.018328 || Task Loss: 1.2591 || KD Loss: 0.4339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:03 || Estimated Time: 2 days, 18:15:27
2023-07-24 17:32:38,255 semantic_segmentation INFO: Iters: 13880/150000 || Lr: 0.018327 || Task Loss: 1.4626 || KD Loss: 0.8077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:20 || Estimated Time: 2 days, 18:15:04
2023-07-24 17:32:55,123 semantic_segmentation INFO: Iters: 13890/150000 || Lr: 0.018325 || Task Loss: 0.9915 || KD Loss: 0.4542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:37 || Estimated Time: 2 days, 18:14:40
2023-07-24 17:33:12,066 semantic_segmentation INFO: Iters: 13900/150000 || Lr: 0.018324 || Task Loss: 1.0518 || KD Loss: 0.4329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:54 || Estimated Time: 2 days, 18:14:16
2023-07-24 17:33:29,048 semantic_segmentation INFO: Iters: 13910/150000 || Lr: 0.018323 || Task Loss: 0.6925 || KD Loss: 0.2585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:11 || Estimated Time: 2 days, 18:13:54
2023-07-24 17:33:45,850 semantic_segmentation INFO: Iters: 13920/150000 || Lr: 0.018322 || Task Loss: 1.1814 || KD Loss: 0.5962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:28 || Estimated Time: 2 days, 18:13:30
2023-07-24 17:34:03,056 semantic_segmentation INFO: Iters: 13930/150000 || Lr: 0.018320 || Task Loss: 1.2647 || KD Loss: 0.4604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:45 || Estimated Time: 2 days, 18:13:09
2023-07-24 17:34:19,913 semantic_segmentation INFO: Iters: 13940/150000 || Lr: 0.018319 || Task Loss: 1.0566 || KD Loss: 0.4705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:02 || Estimated Time: 2 days, 18:12:45
2023-07-24 17:34:36,854 semantic_segmentation INFO: Iters: 13950/150000 || Lr: 0.018318 || Task Loss: 1.3402 || KD Loss: 0.5527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:19 || Estimated Time: 2 days, 18:12:22
2023-07-24 17:34:53,855 semantic_segmentation INFO: Iters: 13960/150000 || Lr: 0.018317 || Task Loss: 1.5134 || KD Loss: 0.6635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:36 || Estimated Time: 2 days, 18:11:59
2023-07-24 17:35:10,982 semantic_segmentation INFO: Iters: 13970/150000 || Lr: 0.018316 || Task Loss: 1.1151 || KD Loss: 0.3969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:53 || Estimated Time: 2 days, 18:11:38
2023-07-24 17:35:28,064 semantic_segmentation INFO: Iters: 13980/150000 || Lr: 0.018314 || Task Loss: 0.8343 || KD Loss: 0.3693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:10 || Estimated Time: 2 days, 18:11:16
2023-07-24 17:35:45,200 semantic_segmentation INFO: Iters: 13990/150000 || Lr: 0.018313 || Task Loss: 0.9014 || KD Loss: 0.3549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:27 || Estimated Time: 2 days, 18:10:54
2023-07-24 17:36:02,189 semantic_segmentation INFO: Iters: 14000/150000 || Lr: 0.018312 || Task Loss: 1.2144 || KD Loss: 0.5019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:44 || Estimated Time: 2 days, 18:10:32
2023-07-24 17:36:19,260 semantic_segmentation INFO: Iters: 14010/150000 || Lr: 0.018311 || Task Loss: 0.8534 || KD Loss: 0.3813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:01 || Estimated Time: 2 days, 18:10:10
2023-07-24 17:36:36,266 semantic_segmentation INFO: Iters: 14020/150000 || Lr: 0.018310 || Task Loss: 1.1328 || KD Loss: 0.5499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:18 || Estimated Time: 2 days, 18:09:48
2023-07-24 17:36:53,402 semantic_segmentation INFO: Iters: 14030/150000 || Lr: 0.018308 || Task Loss: 1.2967 || KD Loss: 0.4598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:35 || Estimated Time: 2 days, 18:09:26
2023-07-24 17:37:10,940 semantic_segmentation INFO: Iters: 14040/150000 || Lr: 0.018307 || Task Loss: 0.8359 || KD Loss: 0.3506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:53 || Estimated Time: 2 days, 18:09:09
2023-07-24 17:37:28,015 semantic_segmentation INFO: Iters: 14050/150000 || Lr: 0.018306 || Task Loss: 1.0830 || KD Loss: 0.4094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:10 || Estimated Time: 2 days, 18:08:47
2023-07-24 17:37:45,063 semantic_segmentation INFO: Iters: 14060/150000 || Lr: 0.018305 || Task Loss: 1.1531 || KD Loss: 0.5198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:27 || Estimated Time: 2 days, 18:08:25
2023-07-24 17:38:02,463 semantic_segmentation INFO: Iters: 14070/150000 || Lr: 0.018304 || Task Loss: 1.3363 || KD Loss: 0.5438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:44 || Estimated Time: 2 days, 18:08:06
2023-07-24 17:38:19,252 semantic_segmentation INFO: Iters: 14080/150000 || Lr: 0.018302 || Task Loss: 1.1863 || KD Loss: 0.5441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:01 || Estimated Time: 2 days, 18:07:42
2023-07-24 17:38:36,467 semantic_segmentation INFO: Iters: 14090/150000 || Lr: 0.018301 || Task Loss: 1.0530 || KD Loss: 0.4645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:18 || Estimated Time: 2 days, 18:07:22
2023-07-24 17:38:53,444 semantic_segmentation INFO: Iters: 14100/150000 || Lr: 0.018300 || Task Loss: 1.7959 || KD Loss: 0.8167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:35 || Estimated Time: 2 days, 18:06:59
2023-07-24 17:39:10,276 semantic_segmentation INFO: Iters: 14110/150000 || Lr: 0.018299 || Task Loss: 0.9999 || KD Loss: 0.4305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:52 || Estimated Time: 2 days, 18:06:35
2023-07-24 17:39:27,206 semantic_segmentation INFO: Iters: 14120/150000 || Lr: 0.018297 || Task Loss: 1.0242 || KD Loss: 0.5266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:09 || Estimated Time: 2 days, 18:06:12
2023-07-24 17:39:44,248 semantic_segmentation INFO: Iters: 14130/150000 || Lr: 0.018296 || Task Loss: 1.0397 || KD Loss: 0.4159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:26 || Estimated Time: 2 days, 18:05:50
2023-07-24 17:40:01,235 semantic_segmentation INFO: Iters: 14140/150000 || Lr: 0.018295 || Task Loss: 0.9485 || KD Loss: 0.3359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:43 || Estimated Time: 2 days, 18:05:27
2023-07-24 17:40:18,197 semantic_segmentation INFO: Iters: 14150/150000 || Lr: 0.018294 || Task Loss: 0.7114 || KD Loss: 0.3385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:00 || Estimated Time: 2 days, 18:05:04
2023-07-24 17:40:35,151 semantic_segmentation INFO: Iters: 14160/150000 || Lr: 0.018293 || Task Loss: 1.2649 || KD Loss: 0.6064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:17 || Estimated Time: 2 days, 18:04:42
2023-07-24 17:40:52,193 semantic_segmentation INFO: Iters: 14170/150000 || Lr: 0.018291 || Task Loss: 1.5019 || KD Loss: 0.6890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:34 || Estimated Time: 2 days, 18:04:19
2023-07-24 17:41:09,388 semantic_segmentation INFO: Iters: 14180/150000 || Lr: 0.018290 || Task Loss: 1.0190 || KD Loss: 0.4227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:51 || Estimated Time: 2 days, 18:03:59
2023-07-24 17:41:26,513 semantic_segmentation INFO: Iters: 14190/150000 || Lr: 0.018289 || Task Loss: 1.0805 || KD Loss: 0.4343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:08 || Estimated Time: 2 days, 18:03:38
2023-07-24 17:41:43,535 semantic_segmentation INFO: Iters: 14200/150000 || Lr: 0.018288 || Task Loss: 1.0043 || KD Loss: 0.3976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:25 || Estimated Time: 2 days, 18:03:16
2023-07-24 17:42:00,596 semantic_segmentation INFO: Iters: 14210/150000 || Lr: 0.018287 || Task Loss: 0.8617 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:42 || Estimated Time: 2 days, 18:02:54
2023-07-24 17:42:17,632 semantic_segmentation INFO: Iters: 14220/150000 || Lr: 0.018285 || Task Loss: 1.2326 || KD Loss: 0.5946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:59 || Estimated Time: 2 days, 18:02:32
2023-07-24 17:42:34,638 semantic_segmentation INFO: Iters: 14230/150000 || Lr: 0.018284 || Task Loss: 1.4534 || KD Loss: 0.5537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:16 || Estimated Time: 2 days, 18:02:10
2023-07-24 17:42:52,148 semantic_segmentation INFO: Iters: 14240/150000 || Lr: 0.018283 || Task Loss: 1.1589 || KD Loss: 0.4884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:34 || Estimated Time: 2 days, 18:01:52
2023-07-24 17:43:09,145 semantic_segmentation INFO: Iters: 14250/150000 || Lr: 0.018282 || Task Loss: 0.8418 || KD Loss: 0.2918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:51 || Estimated Time: 2 days, 18:01:29
2023-07-24 17:43:26,267 semantic_segmentation INFO: Iters: 14260/150000 || Lr: 0.018280 || Task Loss: 1.3519 || KD Loss: 0.5262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:08 || Estimated Time: 2 days, 18:01:08
2023-07-24 17:43:43,467 semantic_segmentation INFO: Iters: 14270/150000 || Lr: 0.018279 || Task Loss: 1.2429 || KD Loss: 0.5737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:25 || Estimated Time: 2 days, 18:00:48
2023-07-24 17:44:00,395 semantic_segmentation INFO: Iters: 14280/150000 || Lr: 0.018278 || Task Loss: 1.0390 || KD Loss: 0.4911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:42 || Estimated Time: 2 days, 18:00:25
2023-07-24 17:44:17,392 semantic_segmentation INFO: Iters: 14290/150000 || Lr: 0.018277 || Task Loss: 0.9263 || KD Loss: 0.3614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:59 || Estimated Time: 2 days, 18:00:02
2023-07-24 17:44:34,398 semantic_segmentation INFO: Iters: 14300/150000 || Lr: 0.018276 || Task Loss: 1.3758 || KD Loss: 0.5782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:16 || Estimated Time: 2 days, 17:59:40
2023-07-24 17:44:51,393 semantic_segmentation INFO: Iters: 14310/150000 || Lr: 0.018274 || Task Loss: 1.0498 || KD Loss: 0.4929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:33 || Estimated Time: 2 days, 17:59:18
2023-07-24 17:45:08,317 semantic_segmentation INFO: Iters: 14320/150000 || Lr: 0.018273 || Task Loss: 1.0105 || KD Loss: 0.3911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:50 || Estimated Time: 2 days, 17:58:55
2023-07-24 17:45:25,386 semantic_segmentation INFO: Iters: 14330/150000 || Lr: 0.018272 || Task Loss: 1.2499 || KD Loss: 0.6218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:07 || Estimated Time: 2 days, 17:58:33
2023-07-24 17:45:42,324 semantic_segmentation INFO: Iters: 14340/150000 || Lr: 0.018271 || Task Loss: 1.3757 || KD Loss: 0.5829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:24 || Estimated Time: 2 days, 17:58:10
2023-07-24 17:45:59,719 semantic_segmentation INFO: Iters: 14350/150000 || Lr: 0.018270 || Task Loss: 0.9859 || KD Loss: 0.4583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:42 || Estimated Time: 2 days, 17:57:52
2023-07-24 17:46:16,654 semantic_segmentation INFO: Iters: 14360/150000 || Lr: 0.018268 || Task Loss: 1.1635 || KD Loss: 0.4483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:58 || Estimated Time: 2 days, 17:57:29
2023-07-24 17:46:33,625 semantic_segmentation INFO: Iters: 14370/150000 || Lr: 0.018267 || Task Loss: 1.0070 || KD Loss: 0.3838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:15 || Estimated Time: 2 days, 17:57:06
2023-07-24 17:46:50,625 semantic_segmentation INFO: Iters: 14380/150000 || Lr: 0.018266 || Task Loss: 0.8425 || KD Loss: 0.3133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:32 || Estimated Time: 2 days, 17:56:44
2023-07-24 17:47:07,528 semantic_segmentation INFO: Iters: 14390/150000 || Lr: 0.018265 || Task Loss: 0.7760 || KD Loss: 0.3064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:49 || Estimated Time: 2 days, 17:56:21
2023-07-24 17:47:24,567 semantic_segmentation INFO: Iters: 14400/150000 || Lr: 0.018264 || Task Loss: 1.1039 || KD Loss: 0.3398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:06 || Estimated Time: 2 days, 17:55:59
2023-07-24 17:47:24,685 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:47:25,073 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.085
2023-07-24 17:47:25,091 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.784, mIoU: 0.107
2023-07-24 17:47:25,103 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.833, mIoU: 0.108
2023-07-24 17:47:25,118 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.872, mIoU: 0.118
2023-07-24 17:47:25,132 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.789, mIoU: 0.147
2023-07-24 17:47:25,145 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.801, mIoU: 0.190
2023-07-24 17:47:25,160 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.792, mIoU: 0.200
2023-07-24 17:47:25,175 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.809, mIoU: 0.225
2023-07-24 17:47:25,189 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.817, mIoU: 0.249
2023-07-24 17:47:25,203 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.824, mIoU: 0.251
2023-07-24 17:47:25,218 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.823, mIoU: 0.250
2023-07-24 17:47:25,234 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.838, mIoU: 0.293
2023-07-24 17:47:25,247 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.806, mIoU: 0.252
2023-07-24 17:47:25,262 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.813, mIoU: 0.246
2023-07-24 17:47:25,277 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.818, mIoU: 0.257
2023-07-24 17:47:25,290 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.825, mIoU: 0.254
2023-07-24 17:47:25,301 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.821, mIoU: 0.248
2023-07-24 17:47:25,314 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.816, mIoU: 0.243
2023-07-24 17:47:25,329 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.822, mIoU: 0.244
2023-07-24 17:47:25,346 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.828, mIoU: 0.278
2023-07-24 17:47:25,362 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.825, mIoU: 0.263
2023-07-24 17:47:25,378 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.828, mIoU: 0.261
2023-07-24 17:47:25,393 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.822, mIoU: 0.290
2023-07-24 17:47:25,410 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.826, mIoU: 0.288
2023-07-24 17:47:25,426 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.819, mIoU: 0.279
2023-07-24 17:47:25,440 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.820, mIoU: 0.288
2023-07-24 17:47:25,456 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.824, mIoU: 0.287
2023-07-24 17:47:25,467 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.828, mIoU: 0.287
2023-07-24 17:47:25,483 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.825, mIoU: 0.277
2023-07-24 17:47:25,498 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.831, mIoU: 0.277
2023-07-24 17:47:25,512 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.828, mIoU: 0.271
2023-07-24 17:47:25,528 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.830, mIoU: 0.273
2023-07-24 17:47:25,543 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.832, mIoU: 0.271
2023-07-24 17:47:25,558 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.833, mIoU: 0.269
2023-07-24 17:47:25,572 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.828, mIoU: 0.265
2023-07-24 17:47:25,587 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.830, mIoU: 0.267
2023-07-24 17:47:25,600 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.832, mIoU: 0.264
2023-07-24 17:47:25,613 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.835, mIoU: 0.268
2023-07-24 17:47:25,629 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.839, mIoU: 0.276
2023-07-24 17:47:25,642 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.839, mIoU: 0.272
2023-07-24 17:47:25,655 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.830, mIoU: 0.268
2023-07-24 17:47:25,670 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.834, mIoU: 0.268
2023-07-24 17:47:25,684 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.832, mIoU: 0.267
2023-07-24 17:47:25,697 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.834, mIoU: 0.267
2023-07-24 17:47:25,712 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.834, mIoU: 0.270
2023-07-24 17:47:25,727 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.834, mIoU: 0.269
2023-07-24 17:47:25,741 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.833, mIoU: 0.268
2023-07-24 17:47:25,754 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.829, mIoU: 0.268
2023-07-24 17:47:25,769 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.831, mIoU: 0.271
2023-07-24 17:47:25,785 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.832, mIoU: 0.271
2023-07-24 17:47:25,801 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.833, mIoU: 0.274
2023-07-24 17:47:25,816 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.836, mIoU: 0.273
2023-07-24 17:47:25,829 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.838, mIoU: 0.273
2023-07-24 17:47:25,845 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.837, mIoU: 0.270
2023-07-24 17:47:25,860 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.837, mIoU: 0.271
2023-07-24 17:47:25,874 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.834, mIoU: 0.268
2023-07-24 17:47:25,889 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.836, mIoU: 0.268
2023-07-24 17:47:25,907 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.839, mIoU: 0.267
2023-07-24 17:47:25,920 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.836, mIoU: 0.259
2023-07-24 17:47:25,935 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.825, mIoU: 0.264
2023-07-24 17:47:25,949 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.822, mIoU: 0.263
2023-07-24 17:47:25,964 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.823, mIoU: 0.261
2023-07-24 17:47:25,977 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.826, mIoU: 0.261
2023-07-24 17:47:25,995 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.821, mIoU: 0.253
2023-07-24 17:47:26,009 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.823, mIoU: 0.270
2023-07-24 17:47:26,024 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.824, mIoU: 0.270
2023-07-24 17:47:26,039 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.826, mIoU: 0.269
2023-07-24 17:47:26,052 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.824, mIoU: 0.268
2023-07-24 17:47:26,067 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.825, mIoU: 0.268
2023-07-24 17:47:26,082 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.821, mIoU: 0.267
2023-07-24 17:47:26,097 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.820, mIoU: 0.267
2023-07-24 17:47:26,111 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.822, mIoU: 0.268
2023-07-24 17:47:26,125 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.822, mIoU: 0.268
2023-07-24 17:47:26,141 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.824, mIoU: 0.268
2023-07-24 17:47:26,155 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.826, mIoU: 0.289
2023-07-24 17:47:26,171 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.828, mIoU: 0.289
2023-07-24 17:47:26,186 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.823, mIoU: 0.282
2023-07-24 17:47:26,195 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.823, mIoU: 0.282
2023-07-24 17:47:26,210 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.821, mIoU: 0.294
2023-07-24 17:47:26,227 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.822, mIoU: 0.299
2023-07-24 17:47:26,240 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:47:26,255 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.812, mIoU: 0.288
2023-07-24 17:47:26,270 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.810, mIoU: 0.285
2023-07-24 17:47:26,285 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.808, mIoU: 0.277
2023-07-24 17:47:26,301 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.807, mIoU: 0.274
2023-07-24 17:47:26,316 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.807, mIoU: 0.272
2023-07-24 17:47:26,331 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.808, mIoU: 0.272
2023-07-24 17:47:26,346 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.808, mIoU: 0.270
2023-07-24 17:47:26,361 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.808, mIoU: 0.276
2023-07-24 17:47:26,374 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.806, mIoU: 0.275
2023-07-24 17:47:26,389 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.807, mIoU: 0.275
2023-07-24 17:47:26,405 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.808, mIoU: 0.276
2023-07-24 17:47:26,420 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.806, mIoU: 0.275
2023-07-24 17:47:26,435 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.808, mIoU: 0.283
2023-07-24 17:47:26,450 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.805, mIoU: 0.280
2023-07-24 17:47:26,465 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.805, mIoU: 0.280
2023-07-24 17:47:26,478 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.806, mIoU: 0.281
2023-07-24 17:47:26,491 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.808, mIoU: 0.288
2023-07-24 17:47:26,505 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.807, mIoU: 0.288
2023-07-24 17:47:26,518 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.808, mIoU: 0.292
2023-07-24 17:47:26,533 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.809, mIoU: 0.292
2023-07-24 17:47:26,547 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.811, mIoU: 0.292
2023-07-24 17:47:26,561 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.812, mIoU: 0.292
2023-07-24 17:47:26,576 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.812, mIoU: 0.291
2023-07-24 17:47:26,592 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.813, mIoU: 0.292
2023-07-24 17:47:26,605 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.814, mIoU: 0.303
2023-07-24 17:47:26,620 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.812, mIoU: 0.300
2023-07-24 17:47:26,635 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.813, mIoU: 0.299
2023-07-24 17:47:26,648 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.813, mIoU: 0.297
2023-07-24 17:47:26,662 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.813, mIoU: 0.296
2023-07-24 17:47:26,675 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.814, mIoU: 0.300
2023-07-24 17:47:26,688 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:47:26,704 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.815, mIoU: 0.293
2023-07-24 17:47:26,719 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.815, mIoU: 0.292
2023-07-24 17:47:26,735 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.816, mIoU: 0.297
2023-07-24 17:47:26,748 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.817, mIoU: 0.298
2023-07-24 17:47:26,761 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.812, mIoU: 0.293
2023-07-24 17:47:26,775 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.813, mIoU: 0.293
2023-07-24 17:47:26,788 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:47:26,803 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.813, mIoU: 0.290
2023-07-24 17:47:26,818 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.815, mIoU: 0.290
2023-07-24 17:47:26,831 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.816, mIoU: 0.289
2023-07-24 17:47:26,844 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.817, mIoU: 0.288
2023-07-24 17:47:26,859 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.817, mIoU: 0.289
2023-07-24 17:47:26,873 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.819, mIoU: 0.288
2023-07-24 17:47:26,881 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:47:26,893 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.818, mIoU: 0.288
2023-07-24 17:47:26,908 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:47:26,917 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.813, mIoU: 0.277
2023-07-24 17:47:26,930 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.813, mIoU: 0.279
2023-07-24 17:47:26,944 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.815, mIoU: 0.279
2023-07-24 17:47:26,960 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.816, mIoU: 0.285
2023-07-24 17:47:26,973 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.816, mIoU: 0.284
2023-07-24 17:47:26,989 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.815, mIoU: 0.282
2023-07-24 17:47:27,003 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.814, mIoU: 0.279
2023-07-24 17:47:27,016 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.815, mIoU: 0.280
2023-07-24 17:47:27,031 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.813, mIoU: 0.280
2023-07-24 17:47:27,045 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.814, mIoU: 0.280
2023-07-24 17:47:27,060 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.815, mIoU: 0.281
2023-07-24 17:47:27,074 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.816, mIoU: 0.281
2023-07-24 17:47:27,089 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.816, mIoU: 0.282
2023-07-24 17:47:27,105 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.817, mIoU: 0.282
2023-07-24 17:47:27,120 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.816, mIoU: 0.281
2023-07-24 17:47:27,136 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.816, mIoU: 0.281
2023-07-24 17:47:27,151 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.817, mIoU: 0.283
2023-07-24 17:47:27,165 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.815, mIoU: 0.281
2023-07-24 17:47:27,180 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.816, mIoU: 0.281
2023-07-24 17:47:27,194 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.814, mIoU: 0.280
2023-07-24 17:47:27,204 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.813, mIoU: 0.291
2023-07-24 17:47:27,219 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.814, mIoU: 0.293
2023-07-24 17:47:27,233 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.813, mIoU: 0.298
2023-07-24 17:47:27,247 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.813, mIoU: 0.297
2023-07-24 17:47:27,260 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.814, mIoU: 0.297
2023-07-24 17:47:27,273 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.814, mIoU: 0.297
2023-07-24 17:47:27,286 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.814, mIoU: 0.296
2023-07-24 17:47:27,300 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.812, mIoU: 0.295
2023-07-24 17:47:27,315 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.813, mIoU: 0.294
2023-07-24 17:47:27,330 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.814, mIoU: 0.300
2023-07-24 17:47:27,344 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.813, mIoU: 0.296
2023-07-24 17:47:27,358 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.812, mIoU: 0.295
2023-07-24 17:47:27,373 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.814, mIoU: 0.296
2023-07-24 17:47:27,388 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.815, mIoU: 0.296
2023-07-24 17:47:27,401 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:47:27,416 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:47:27,429 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.816, mIoU: 0.294
2023-07-24 17:47:27,442 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.815, mIoU: 0.294
2023-07-24 17:47:27,455 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.814, mIoU: 0.299
2023-07-24 17:47:27,469 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.815, mIoU: 0.299
2023-07-24 17:47:27,484 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.813, mIoU: 0.294
2023-07-24 17:47:27,499 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.811, mIoU: 0.289
2023-07-24 17:47:27,515 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.811, mIoU: 0.289
2023-07-24 17:47:27,528 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.812, mIoU: 0.290
2023-07-24 17:47:27,543 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.811, mIoU: 0.289
2023-07-24 17:47:27,558 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.812, mIoU: 0.289
2023-07-24 17:47:27,574 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.812, mIoU: 0.293
2023-07-24 17:47:27,589 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.811, mIoU: 0.291
2023-07-24 17:47:27,602 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.810, mIoU: 0.288
2023-07-24 17:47:27,616 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.810, mIoU: 0.287
2023-07-24 17:47:27,631 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.811, mIoU: 0.289
2023-07-24 17:47:27,644 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.812, mIoU: 0.289
2023-07-24 17:47:27,660 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.812, mIoU: 0.291
2023-07-24 17:47:27,674 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.813, mIoU: 0.294
2023-07-24 17:47:27,689 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.813, mIoU: 0.296
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2023-07-24 17:47:29,146 semantic_segmentation INFO: Sample: 283, Validation pixAcc: 0.811, mIoU: 0.317
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2023-07-24 17:47:30,557 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.818, mIoU: 0.314
2023-07-24 17:47:30,573 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.819, mIoU: 0.314
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2023-07-24 17:47:30,617 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 17:47:30,632 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.820, mIoU: 0.317
2023-07-24 17:47:30,647 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,662 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,676 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:30,690 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,705 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 17:47:30,716 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,731 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,744 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,759 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:30,773 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:30,788 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:30,801 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:30,813 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:30,829 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:30,842 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 17:47:30,857 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 17:47:30,872 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:30,888 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.822, mIoU: 0.315
2023-07-24 17:47:30,902 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 17:47:30,915 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 17:47:30,930 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 17:47:30,945 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 17:47:30,960 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 17:47:30,973 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:30,986 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:30,999 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,012 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,024 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,039 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,054 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,069 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 17:47:31,084 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 17:47:31,097 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,113 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,128 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:31,143 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,156 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:31,172 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:31,184 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:31,200 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 17:47:31,213 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.821, mIoU: 0.319
2023-07-24 17:47:31,228 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:31,243 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:31,257 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:31,272 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:31,288 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,301 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,316 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,332 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.822, mIoU: 0.317
2023-07-24 17:47:31,346 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,362 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,378 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,393 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,409 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,424 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,439 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,454 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,468 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,481 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:31,494 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.822, mIoU: 0.318
2023-07-24 17:47:31,510 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:31,525 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:31,540 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:31,554 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 17:47:31,567 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.820, mIoU: 0.315
2023-07-24 17:47:31,581 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.821, mIoU: 0.315
2023-07-24 17:47:31,594 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 17:47:31,604 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.820, mIoU: 0.314
2023-07-24 17:47:31,618 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 17:47:31,632 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 17:47:31,647 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.821, mIoU: 0.313
2023-07-24 17:47:31,661 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,676 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.821, mIoU: 0.314
2023-07-24 17:47:31,692 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.820, mIoU: 0.313
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2023-07-24 17:47:31,740 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:31,754 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:31,769 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 17:47:31,781 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:31,796 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:31,812 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:31,827 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:31,842 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.820, mIoU: 0.317
2023-07-24 17:47:31,856 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.820, mIoU: 0.317
2023-07-24 17:47:31,869 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:31,884 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.819, mIoU: 0.311
2023-07-24 17:47:31,899 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.819, mIoU: 0.311
2023-07-24 17:47:31,912 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.819, mIoU: 0.312
2023-07-24 17:47:31,928 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.819, mIoU: 0.312
2023-07-24 17:47:31,939 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.819, mIoU: 0.312
2023-07-24 17:47:31,954 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.819, mIoU: 0.312
2023-07-24 17:47:31,968 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.820, mIoU: 0.312
2023-07-24 17:47:31,983 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 17:47:31,998 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.820, mIoU: 0.313
2023-07-24 17:47:32,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.820, mIoU: 0.316
2023-07-24 17:47:32,023 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.821, mIoU: 0.316
2023-07-24 17:47:32,036 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 17:47:32,051 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:32,065 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.821, mIoU: 0.317
2023-07-24 17:47:32,078 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 17:47:32,091 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.822, mIoU: 0.319
2023-07-24 17:47:32,105 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.822, mIoU: 0.320
2023-07-24 17:47:32,120 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,135 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,150 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,159 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,174 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,189 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,202 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.822, mIoU: 0.321
2023-07-24 17:47:32,216 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,232 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,245 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.823, mIoU: 0.324
2023-07-24 17:47:32,260 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.823, mIoU: 0.324
2023-07-24 17:47:32,274 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.823, mIoU: 0.324
2023-07-24 17:47:32,289 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.822, mIoU: 0.322
2023-07-24 17:47:32,305 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 17:47:32,321 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 17:47:32,337 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 17:47:32,351 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 17:47:32,364 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,380 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,395 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,409 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,424 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,441 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,457 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,472 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 17:47:32,485 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 17:47:32,499 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.822, mIoU: 0.323
2023-07-24 17:47:32,514 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.822, mIoU: 0.323
2023-07-24 17:47:32,529 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.822, mIoU: 0.323
2023-07-24 17:47:32,544 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.822, mIoU: 0.325
2023-07-24 17:47:32,559 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.822, mIoU: 0.325
2023-07-24 17:47:32,572 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 17:47:32,587 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 17:47:32,602 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.823, mIoU: 0.324
2023-07-24 17:47:32,615 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.823, mIoU: 0.326
2023-07-24 17:47:32,630 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.823, mIoU: 0.327
2023-07-24 17:47:32,642 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:32,657 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:32,670 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.823, mIoU: 0.328
2023-07-24 17:47:32,681 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.822, mIoU: 0.328
2023-07-24 17:47:32,694 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.822, mIoU: 0.328
2023-07-24 17:47:32,709 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:32,724 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:32,739 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:32,755 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:32,764 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:32,779 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.824, mIoU: 0.332
2023-07-24 17:47:32,794 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:32,810 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:32,826 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:32,841 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:32,854 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:32,868 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:32,883 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.823, mIoU: 0.329
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2023-07-24 17:47:32,913 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:32,926 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.824, mIoU: 0.329
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2023-07-24 17:47:32,954 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:32,968 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:32,983 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.824, mIoU: 0.329
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2023-07-24 17:47:33,011 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.823, mIoU: 0.327
2023-07-24 17:47:33,026 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.823, mIoU: 0.327
2023-07-24 17:47:33,042 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.823, mIoU: 0.327
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2023-07-24 17:47:33,070 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,085 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,099 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,114 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.824, mIoU: 0.329
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2023-07-24 17:47:33,145 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.824, mIoU: 0.328
2023-07-24 17:47:33,161 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.824, mIoU: 0.328
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2023-07-24 17:47:33,190 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,206 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,223 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,234 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,249 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,265 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,278 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,294 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:33,307 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:33,322 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,337 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,352 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,365 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,377 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,390 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,405 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,420 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,435 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,449 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,463 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.823, mIoU: 0.329
2023-07-24 17:47:33,476 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,491 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,507 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:33,520 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,535 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,551 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,566 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,581 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.824, mIoU: 0.329
2023-07-24 17:47:33,596 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,608 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,623 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,638 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,652 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,667 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.825, mIoU: 0.329
2023-07-24 17:47:33,682 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-24 17:47:33,694 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-24 17:47:33,709 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-24 17:47:33,724 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-24 17:47:33,739 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.826, mIoU: 0.329
2023-07-24 17:47:33,752 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.826, mIoU: 0.329
2023-07-24 17:47:33,767 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,782 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,797 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,812 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.826, mIoU: 0.327
2023-07-24 17:47:33,828 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.825, mIoU: 0.327
2023-07-24 17:47:33,843 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,857 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,872 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 17:47:33,887 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.826, mIoU: 0.327
2023-07-24 17:47:33,900 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.825, mIoU: 0.327
2023-07-24 17:47:33,915 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.824, mIoU: 0.326
2023-07-24 17:47:33,930 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.823, mIoU: 0.326
2023-07-24 17:47:33,946 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.824, mIoU: 0.326
2023-07-24 17:47:33,959 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 17:47:33,975 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 17:47:33,989 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.823, mIoU: 0.325
2023-07-24 17:47:34,005 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.824, mIoU: 0.325
2023-07-24 17:47:34,020 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.824, mIoU: 0.325
2023-07-24 17:47:34,036 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.824, mIoU: 0.325
2023-07-24 17:47:34,052 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.824, mIoU: 0.325
2023-07-24 17:47:34,068 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.824, mIoU: 0.325
2023-07-24 17:47:34,083 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.823, mIoU: 0.327
2023-07-24 17:47:34,098 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.823, mIoU: 0.328
2023-07-24 17:47:34,113 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.823, mIoU: 0.332
2023-07-24 17:47:34,127 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:34,142 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:34,160 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:34,174 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:34,189 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:34,199 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.823, mIoU: 0.331
2023-07-24 17:47:34,213 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:34,227 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:34,240 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.823, mIoU: 0.330
2023-07-24 17:47:34,254 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:34,267 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.824, mIoU: 0.330
2023-07-24 17:47:34,280 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:34,295 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:34,311 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:34,325 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:34,340 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.824, mIoU: 0.332
2023-07-24 17:47:34,353 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.824, mIoU: 0.332
2023-07-24 17:47:34,368 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.824, mIoU: 0.332
2023-07-24 17:47:34,381 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,395 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,410 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,425 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.824, mIoU: 0.331
2023-07-24 17:47:34,440 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,455 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.824, mIoU: 0.332
2023-07-24 17:47:34,470 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,482 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,497 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.825, mIoU: 0.332
2023-07-24 17:47:34,512 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,525 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.825, mIoU: 0.335
2023-07-24 17:47:34,538 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,552 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,568 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,583 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,596 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,611 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,626 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,641 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,655 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.825, mIoU: 0.334
2023-07-24 17:47:34,668 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.825, mIoU: 0.335
2023-07-24 17:47:34,676 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.825, mIoU: 0.335
2023-07-24 17:47:34,691 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,706 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,721 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.826, mIoU: 0.337
2023-07-24 17:47:34,737 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,752 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,767 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.826, mIoU: 0.337
2023-07-24 17:47:34,783 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,799 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,812 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,827 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.827, mIoU: 0.336
2023-07-24 17:47:34,842 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.827, mIoU: 0.335
2023-07-24 17:47:34,857 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,873 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,885 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.827, mIoU: 0.336
2023-07-24 17:47:34,899 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.827, mIoU: 0.335
2023-07-24 17:47:34,912 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,927 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,940 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,953 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.826, mIoU: 0.335
2023-07-24 17:47:34,966 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.826, mIoU: 0.336
2023-07-24 17:47:34,981 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 17:47:34,997 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 17:47:35,008 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 17:47:35,022 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 17:47:35,036 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 17:47:35,047 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 17:47:35,062 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 17:47:35,077 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 17:47:35,092 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 17:47:35,107 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 17:47:35,122 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.827, mIoU: 0.337
2023-07-24 17:47:35,137 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.827, mIoU: 0.337
2023-07-24 17:47:35,151 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.827, mIoU: 0.337
2023-07-24 17:47:35,166 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.828, mIoU: 0.337
2023-07-24 17:47:35,181 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 17:47:35,199 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 17:47:35,214 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 17:47:35,230 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,245 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,258 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,272 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,285 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 17:47:35,300 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 17:47:35,316 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,330 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,343 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 17:47:35,358 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,373 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,388 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,404 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,419 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,432 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,447 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,461 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,476 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,491 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,507 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,523 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,536 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:35,553 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,569 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,582 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,596 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,612 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,628 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,643 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,658 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,671 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,684 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,699 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:35,712 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:35,727 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,744 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,757 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,773 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,786 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,802 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,817 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,831 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,844 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,860 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,875 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,888 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,903 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,919 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,933 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,946 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:35,961 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:35,977 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:35,994 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,007 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,022 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,035 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,051 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,064 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,077 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,092 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,107 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,120 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,136 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,152 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,167 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,183 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,196 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 17:47:36,209 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,224 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,237 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,250 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,263 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 17:47:36,279 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,293 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,306 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,321 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,337 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,352 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 17:47:36,368 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,381 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,394 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:36,409 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 17:47:36,424 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,439 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,454 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,466 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,479 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,491 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,506 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,521 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,535 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,549 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,560 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,572 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,587 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,602 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,615 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.830, mIoU: 0.339
2023-07-24 17:47:36,630 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,643 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,658 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,671 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,686 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:36,699 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,714 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,729 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,742 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,758 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,773 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 17:47:36,788 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,803 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:36,818 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:36,833 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:36,848 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:36,862 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,877 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,892 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,905 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,918 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,931 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,947 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:36,961 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:36,977 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:36,992 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,005 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,019 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,036 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,051 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,064 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,080 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,095 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:37,108 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:37,122 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:37,138 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:37,153 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,166 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,178 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,195 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,210 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,225 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,238 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,253 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,267 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,282 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,297 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,310 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,325 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,338 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,353 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:37,367 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,380 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,395 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,409 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,424 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,439 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,455 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,470 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,486 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,501 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,515 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,532 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,547 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:37,563 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,578 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,589 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,603 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,616 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,630 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,645 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,660 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,672 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,687 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:37,701 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,715 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,730 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,745 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,757 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,772 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:37,787 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,801 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,814 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,828 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:37,843 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,858 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:37,870 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,885 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,899 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,912 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:37,925 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,940 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:37,952 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:37,966 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 17:47:37,979 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:37,992 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,007 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,021 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,036 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,050 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,065 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,078 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,091 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,105 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,118 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,131 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,146 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,160 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,175 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,190 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,203 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,216 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,232 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,246 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,259 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,274 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,287 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,302 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,316 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,332 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,347 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,361 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,371 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,387 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,402 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.831, mIoU: 0.340
2023-07-24 17:47:38,414 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.831, mIoU: 0.340
2023-07-24 17:47:38,429 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.831, mIoU: 0.340
2023-07-24 17:47:38,444 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,459 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,472 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,486 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,501 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,517 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 17:47:38,532 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,546 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,563 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,578 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,591 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,606 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,621 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,635 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.831, mIoU: 0.339
2023-07-24 17:47:38,648 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 17:47:38,663 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,678 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,693 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,699 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,713 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,725 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 17:47:38,737 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,749 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,763 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,777 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:38,791 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:38,803 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:38,816 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:38,830 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:38,841 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:38,857 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:38,871 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:38,886 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:38,902 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 17:47:38,917 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:38,933 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:38,945 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:38,958 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:38,974 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:38,989 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,005 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,020 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,034 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,044 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,055 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,068 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,079 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,093 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,106 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,120 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,135 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:39,150 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 17:47:39,163 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 17:47:39,178 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:39,192 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,206 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,221 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,235 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,250 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,265 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,281 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,294 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,308 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,323 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,336 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,353 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 17:47:39,366 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,381 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,397 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,415 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,432 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,446 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,461 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,476 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,491 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,506 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.831, mIoU: 0.343
2023-07-24 17:47:39,519 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,532 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,547 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,562 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,577 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,591 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,606 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,621 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,636 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,651 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,664 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 17:47:39,679 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,689 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,702 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:39,717 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:39,730 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,744 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,759 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:39,774 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,789 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,804 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,819 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 17:47:39,834 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,847 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,862 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,875 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,889 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,904 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,917 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:39,932 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,944 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:39,959 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:39,973 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:39,988 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:40,003 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:40,017 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 17:47:40,030 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:40,043 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 17:47:40,058 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:40,071 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,084 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 17:47:40,099 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:40,115 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:40,130 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:40,143 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:47:40,155 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.829, mIoU: 0.345
2023-07-24 17:47:40,171 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,186 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,202 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,215 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,228 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,243 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,258 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,273 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,288 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,303 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.829, mIoU: 0.344
2023-07-24 17:47:40,317 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.829, mIoU: 0.345
2023-07-24 17:47:40,332 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.829, mIoU: 0.345
2023-07-24 17:47:40,346 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.829, mIoU: 0.345
2023-07-24 17:47:40,361 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.829, mIoU: 0.346
2023-07-24 17:47:40,376 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.828, mIoU: 0.345
2023-07-24 17:47:40,390 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,404 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,417 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,432 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,447 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,462 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,475 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 17:47:40,489 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.827, mIoU: 0.344
2023-07-24 17:47:40,505 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.827, mIoU: 0.344
2023-07-24 17:47:40,521 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,535 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,550 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,565 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,580 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,595 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,610 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,626 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,639 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:40,655 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,671 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.827, mIoU: 0.344
2023-07-24 17:47:40,684 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.827, mIoU: 0.344
2023-07-24 17:47:40,699 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.827, mIoU: 0.344
2023-07-24 17:47:40,712 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:40,721 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:40,735 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:40,750 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:40,764 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:40,779 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:40,793 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,806 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,819 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,834 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,848 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,863 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,879 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,894 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,912 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,927 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,940 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:40,956 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,971 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:40,986 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:40,999 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,013 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,028 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,043 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,058 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,074 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,086 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,101 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,115 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,128 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,143 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,158 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,173 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,187 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,200 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,214 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,229 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,243 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,258 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,270 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,286 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,299 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,312 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,325 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,340 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,355 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,370 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,385 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,396 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,410 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,426 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,441 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,455 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,470 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,487 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 17:47:41,502 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,516 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,530 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,546 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,559 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,575 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,588 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,601 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,616 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,631 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,646 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 17:47:41,661 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 17:47:41,674 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,689 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,704 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:41,716 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 17:47:41,731 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 17:47:41,746 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,761 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,776 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,788 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,802 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,816 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,831 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,845 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,858 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,873 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,889 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:41,903 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,914 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,930 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,946 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,962 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,977 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:41,991 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.826, mIoU: 0.342
2023-07-24 17:47:42,006 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:42,020 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.826, mIoU: 0.343
2023-07-24 17:47:42,034 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,049 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,065 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,080 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,096 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,112 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,126 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.826, mIoU: 0.344
2023-07-24 17:47:42,139 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.825, mIoU: 0.343
2023-07-24 17:47:42,154 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.825, mIoU: 0.343
2023-07-24 17:47:42,166 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.825, mIoU: 0.343
2023-07-24 17:47:42,180 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.825, mIoU: 0.343
2023-07-24 17:47:42,195 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.825, mIoU: 0.342
2023-07-24 17:47:42,210 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.825, mIoU: 0.341
2023-07-24 17:47:42,222 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.825, mIoU: 0.341
2023-07-24 17:47:42,237 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,248 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,262 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,277 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,291 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,303 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,318 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.824, mIoU: 0.341
2023-07-24 17:47:42,334 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.824, mIoU: 0.340
2023-07-24 17:47:42,349 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.824, mIoU: 0.340
2023-07-24 17:47:42,360 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.824, mIoU: 0.340
2023-07-24 17:47:42,375 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,389 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,400 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,415 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,430 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,444 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,457 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.824, mIoU: 0.339
2023-07-24 17:47:42,469 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,484 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,498 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,512 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,526 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,542 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,555 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,569 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:42,585 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,601 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,616 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,632 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,649 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,663 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,679 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:42,694 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,709 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,724 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,737 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,749 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,765 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,780 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,795 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,807 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,820 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:42,835 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.823, mIoU: 0.336
2023-07-24 17:47:42,849 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,862 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,874 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,889 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,903 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,918 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.823, mIoU: 0.336
2023-07-24 17:47:42,933 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,949 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.823, mIoU: 0.336
2023-07-24 17:47:42,965 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,978 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:42,993 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,008 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,022 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.823, mIoU: 0.335
2023-07-24 17:47:43,037 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,052 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,068 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,083 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,098 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.822, mIoU: 0.335
2023-07-24 17:47:43,113 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,128 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,142 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,157 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,171 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,186 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,200 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,215 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,229 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,242 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,254 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,269 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,284 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,297 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,311 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,326 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,340 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,355 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,370 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,385 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,400 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,414 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,427 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,440 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:43,453 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:43,467 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:43,482 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,497 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,510 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,523 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,539 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,550 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,564 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,580 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,595 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,611 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,626 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,639 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,654 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,669 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,682 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,698 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,714 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,729 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,743 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,758 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,773 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,788 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,803 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.822, mIoU: 0.336
2023-07-24 17:47:43,816 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,831 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,846 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,861 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,876 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:43,889 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:43,904 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,919 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,934 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,949 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:43,964 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,979 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:43,996 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,006 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,021 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,034 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,048 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,064 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,079 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,093 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,107 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,120 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,133 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,148 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,162 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:44,178 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,193 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,206 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,221 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,237 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,250 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:44,266 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,281 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,294 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:44,310 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:44,322 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:44,338 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.823, mIoU: 0.339
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2023-07-24 17:47:44,367 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,382 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,395 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,408 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,422 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,436 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,450 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,462 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,475 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,489 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,504 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,518 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,531 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,545 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,561 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,577 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,592 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,607 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,616 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,631 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,643 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,656 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,671 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,686 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:44,701 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,716 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:44,732 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,747 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.823, mIoU: 0.338
2023-07-24 17:47:44,762 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,775 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,789 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,806 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,821 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,836 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,851 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:44,867 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,880 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,894 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,909 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:44,924 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.823, mIoU: 0.337
2023-07-24 17:47:44,936 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,949 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,964 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,979 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:44,994 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,009 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,023 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,038 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,054 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,067 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,081 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,095 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,110 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,126 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,141 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,156 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,169 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,185 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,199 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,214 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,228 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,243 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,258 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,272 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,285 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,300 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,313 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,328 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,343 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,357 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,372 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,387 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,401 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,411 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,426 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,440 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,455 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.822, mIoU: 0.337
2023-07-24 17:47:45,470 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,485 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,501 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,512 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,522 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,538 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,553 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,569 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.822, mIoU: 0.338
2023-07-24 17:47:45,582 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,597 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,612 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,624 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,639 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,653 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,666 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,680 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,692 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.823, mIoU: 0.339
2023-07-24 17:47:45,706 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,721 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,735 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,747 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,761 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,775 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,789 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,804 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,817 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,832 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.823, mIoU: 0.340
2023-07-24 17:47:45,847 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.822, mIoU: 0.340
2023-07-24 17:47:45,864 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.822, mIoU: 0.339
2023-07-24 17:48:02,904 semantic_segmentation INFO: Iters: 14410/150000 || Lr: 0.018262 || Task Loss: 1.1129 || KD Loss: 0.4326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:45 || Estimated Time: 2 days, 17:58:57
2023-07-24 17:48:19,731 semantic_segmentation INFO: Iters: 14420/150000 || Lr: 0.018261 || Task Loss: 1.0978 || KD Loss: 0.4105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:02 || Estimated Time: 2 days, 17:58:34
2023-07-24 17:48:36,853 semantic_segmentation INFO: Iters: 14430/150000 || Lr: 0.018260 || Task Loss: 1.0167 || KD Loss: 0.4269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:19 || Estimated Time: 2 days, 17:58:12
2023-07-24 17:48:53,856 semantic_segmentation INFO: Iters: 14440/150000 || Lr: 0.018259 || Task Loss: 0.8393 || KD Loss: 0.3272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:36 || Estimated Time: 2 days, 17:57:50
2023-07-24 17:49:10,796 semantic_segmentation INFO: Iters: 14450/150000 || Lr: 0.018257 || Task Loss: 0.9514 || KD Loss: 0.4322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:53 || Estimated Time: 2 days, 17:57:27
2023-07-24 17:49:27,811 semantic_segmentation INFO: Iters: 14460/150000 || Lr: 0.018256 || Task Loss: 1.0612 || KD Loss: 0.4440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:10 || Estimated Time: 2 days, 17:57:05
2023-07-24 17:49:44,907 semantic_segmentation INFO: Iters: 14470/150000 || Lr: 0.018255 || Task Loss: 1.0855 || KD Loss: 0.5384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:27 || Estimated Time: 2 days, 17:56:43
2023-07-24 17:50:01,903 semantic_segmentation INFO: Iters: 14480/150000 || Lr: 0.018254 || Task Loss: 0.8569 || KD Loss: 0.3147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:44 || Estimated Time: 2 days, 17:56:21
2023-07-24 17:50:18,916 semantic_segmentation INFO: Iters: 14490/150000 || Lr: 0.018253 || Task Loss: 0.9452 || KD Loss: 0.3338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:01 || Estimated Time: 2 days, 17:55:59
2023-07-24 17:50:35,868 semantic_segmentation INFO: Iters: 14500/150000 || Lr: 0.018251 || Task Loss: 1.5635 || KD Loss: 0.8249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:18 || Estimated Time: 2 days, 17:55:36
2023-07-24 17:50:52,902 semantic_segmentation INFO: Iters: 14510/150000 || Lr: 0.018250 || Task Loss: 0.7782 || KD Loss: 0.2564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:35 || Estimated Time: 2 days, 17:55:14
2023-07-24 17:51:10,391 semantic_segmentation INFO: Iters: 14520/150000 || Lr: 0.018249 || Task Loss: 0.7986 || KD Loss: 0.2884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:52 || Estimated Time: 2 days, 17:54:56
2023-07-24 17:51:27,201 semantic_segmentation INFO: Iters: 14530/150000 || Lr: 0.018248 || Task Loss: 1.5906 || KD Loss: 0.6215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:09 || Estimated Time: 2 days, 17:54:32
2023-07-24 17:51:44,332 semantic_segmentation INFO: Iters: 14540/150000 || Lr: 0.018247 || Task Loss: 1.2045 || KD Loss: 0.4672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:26 || Estimated Time: 2 days, 17:54:11
2023-07-24 17:52:01,340 semantic_segmentation INFO: Iters: 14550/150000 || Lr: 0.018245 || Task Loss: 1.3865 || KD Loss: 0.7417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:43 || Estimated Time: 2 days, 17:53:48
2023-07-24 17:52:18,334 semantic_segmentation INFO: Iters: 14560/150000 || Lr: 0.018244 || Task Loss: 1.0758 || KD Loss: 0.4977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:00 || Estimated Time: 2 days, 17:53:26
2023-07-24 17:52:35,335 semantic_segmentation INFO: Iters: 14570/150000 || Lr: 0.018243 || Task Loss: 0.9864 || KD Loss: 0.3974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:17 || Estimated Time: 2 days, 17:53:04
2023-07-24 17:52:52,461 semantic_segmentation INFO: Iters: 14580/150000 || Lr: 0.018242 || Task Loss: 1.1923 || KD Loss: 0.4768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:34 || Estimated Time: 2 days, 17:52:43
2023-07-24 17:53:09,464 semantic_segmentation INFO: Iters: 14590/150000 || Lr: 0.018240 || Task Loss: 1.1665 || KD Loss: 0.5019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:51 || Estimated Time: 2 days, 17:52:20
2023-07-24 17:53:26,329 semantic_segmentation INFO: Iters: 14600/150000 || Lr: 0.018239 || Task Loss: 1.1669 || KD Loss: 0.5203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:08 || Estimated Time: 2 days, 17:51:57
2023-07-24 17:53:43,325 semantic_segmentation INFO: Iters: 14610/150000 || Lr: 0.018238 || Task Loss: 1.5003 || KD Loss: 0.5257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:25 || Estimated Time: 2 days, 17:51:35
2023-07-24 17:54:00,319 semantic_segmentation INFO: Iters: 14620/150000 || Lr: 0.018237 || Task Loss: 1.2556 || KD Loss: 0.5221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:42 || Estimated Time: 2 days, 17:51:13
2023-07-24 17:54:17,321 semantic_segmentation INFO: Iters: 14630/150000 || Lr: 0.018236 || Task Loss: 1.0814 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:59 || Estimated Time: 2 days, 17:50:50
2023-07-24 17:54:34,331 semantic_segmentation INFO: Iters: 14640/150000 || Lr: 0.018234 || Task Loss: 0.8808 || KD Loss: 0.3558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:16 || Estimated Time: 2 days, 17:50:28
2023-07-24 17:54:51,701 semantic_segmentation INFO: Iters: 14650/150000 || Lr: 0.018233 || Task Loss: 0.8832 || KD Loss: 0.3514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:33 || Estimated Time: 2 days, 17:50:09
2023-07-24 17:55:08,658 semantic_segmentation INFO: Iters: 14660/150000 || Lr: 0.018232 || Task Loss: 0.9411 || KD Loss: 0.3474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:50 || Estimated Time: 2 days, 17:49:47
2023-07-24 17:55:26,082 semantic_segmentation INFO: Iters: 14670/150000 || Lr: 0.018231 || Task Loss: 1.3460 || KD Loss: 0.6449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:08 || Estimated Time: 2 days, 17:49:28
2023-07-24 17:55:42,994 semantic_segmentation INFO: Iters: 14680/150000 || Lr: 0.018230 || Task Loss: 1.1597 || KD Loss: 0.4709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:25 || Estimated Time: 2 days, 17:49:05
2023-07-24 17:55:59,920 semantic_segmentation INFO: Iters: 14690/150000 || Lr: 0.018228 || Task Loss: 1.0152 || KD Loss: 0.4322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:42 || Estimated Time: 2 days, 17:48:43
2023-07-24 17:56:16,964 semantic_segmentation INFO: Iters: 14700/150000 || Lr: 0.018227 || Task Loss: 0.9331 || KD Loss: 0.4041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:59 || Estimated Time: 2 days, 17:48:21
2023-07-24 17:56:34,003 semantic_segmentation INFO: Iters: 14710/150000 || Lr: 0.018226 || Task Loss: 0.7855 || KD Loss: 0.3125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:16 || Estimated Time: 2 days, 17:47:59
2023-07-24 17:56:51,011 semantic_segmentation INFO: Iters: 14720/150000 || Lr: 0.018225 || Task Loss: 1.0190 || KD Loss: 0.4374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:33 || Estimated Time: 2 days, 17:47:37
2023-07-24 17:57:08,512 semantic_segmentation INFO: Iters: 14730/150000 || Lr: 0.018224 || Task Loss: 1.2216 || KD Loss: 0.5710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:50 || Estimated Time: 2 days, 17:47:19
2023-07-24 17:57:25,720 semantic_segmentation INFO: Iters: 14740/150000 || Lr: 0.018222 || Task Loss: 1.0851 || KD Loss: 0.5035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:08 || Estimated Time: 2 days, 17:46:59
2023-07-24 17:57:42,660 semantic_segmentation INFO: Iters: 14750/150000 || Lr: 0.018221 || Task Loss: 1.1839 || KD Loss: 0.5279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:24 || Estimated Time: 2 days, 17:46:36
2023-07-24 17:57:59,737 semantic_segmentation INFO: Iters: 14760/150000 || Lr: 0.018220 || Task Loss: 1.0788 || KD Loss: 0.4587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:42 || Estimated Time: 2 days, 17:46:15
2023-07-24 17:58:16,682 semantic_segmentation INFO: Iters: 14770/150000 || Lr: 0.018219 || Task Loss: 1.1320 || KD Loss: 0.4060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:58 || Estimated Time: 2 days, 17:45:52
2023-07-24 17:58:33,734 semantic_segmentation INFO: Iters: 14780/150000 || Lr: 0.018217 || Task Loss: 0.7945 || KD Loss: 0.3171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:16 || Estimated Time: 2 days, 17:45:30
2023-07-24 17:58:50,772 semantic_segmentation INFO: Iters: 14790/150000 || Lr: 0.018216 || Task Loss: 0.8044 || KD Loss: 0.3850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:33 || Estimated Time: 2 days, 17:45:09
2023-07-24 17:59:07,795 semantic_segmentation INFO: Iters: 14800/150000 || Lr: 0.018215 || Task Loss: 1.3758 || KD Loss: 0.6028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:50 || Estimated Time: 2 days, 17:44:47
2023-07-24 17:59:24,780 semantic_segmentation INFO: Iters: 14810/150000 || Lr: 0.018214 || Task Loss: 0.6847 || KD Loss: 0.2655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:07 || Estimated Time: 2 days, 17:44:24
2023-07-24 17:59:41,731 semantic_segmentation INFO: Iters: 14820/150000 || Lr: 0.018213 || Task Loss: 0.7685 || KD Loss: 0.3104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:24 || Estimated Time: 2 days, 17:44:02
2023-07-24 17:59:58,984 semantic_segmentation INFO: Iters: 14830/150000 || Lr: 0.018211 || Task Loss: 1.3092 || KD Loss: 0.6607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:41 || Estimated Time: 2 days, 17:43:42
2023-07-24 18:00:16,034 semantic_segmentation INFO: Iters: 14840/150000 || Lr: 0.018210 || Task Loss: 1.4103 || KD Loss: 0.5442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:58 || Estimated Time: 2 days, 17:43:20
2023-07-24 18:00:33,049 semantic_segmentation INFO: Iters: 14850/150000 || Lr: 0.018209 || Task Loss: 0.9758 || KD Loss: 0.4703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:15 || Estimated Time: 2 days, 17:42:58
2023-07-24 18:00:50,122 semantic_segmentation INFO: Iters: 14860/150000 || Lr: 0.018208 || Task Loss: 1.1599 || KD Loss: 0.5119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:32 || Estimated Time: 2 days, 17:42:37
2023-07-24 18:01:07,121 semantic_segmentation INFO: Iters: 14870/150000 || Lr: 0.018207 || Task Loss: 1.4681 || KD Loss: 0.6901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:49 || Estimated Time: 2 days, 17:42:15
2023-07-24 18:01:24,147 semantic_segmentation INFO: Iters: 14880/150000 || Lr: 0.018205 || Task Loss: 1.2889 || KD Loss: 0.6311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:06 || Estimated Time: 2 days, 17:41:53
2023-07-24 18:01:41,114 semantic_segmentation INFO: Iters: 14890/150000 || Lr: 0.018204 || Task Loss: 1.3032 || KD Loss: 0.5419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:23 || Estimated Time: 2 days, 17:41:31
2023-07-24 18:01:58,182 semantic_segmentation INFO: Iters: 14900/150000 || Lr: 0.018203 || Task Loss: 1.0880 || KD Loss: 0.5624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:40 || Estimated Time: 2 days, 17:41:09
2023-07-24 18:02:15,219 semantic_segmentation INFO: Iters: 14910/150000 || Lr: 0.018202 || Task Loss: 1.1117 || KD Loss: 0.4621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:57 || Estimated Time: 2 days, 17:40:47
2023-07-24 18:02:32,312 semantic_segmentation INFO: Iters: 14920/150000 || Lr: 0.018200 || Task Loss: 0.9039 || KD Loss: 0.4092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:14 || Estimated Time: 2 days, 17:40:26
2023-07-24 18:02:49,401 semantic_segmentation INFO: Iters: 14930/150000 || Lr: 0.018199 || Task Loss: 1.2946 || KD Loss: 0.5999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:31 || Estimated Time: 2 days, 17:40:05
2023-07-24 18:03:06,480 semantic_segmentation INFO: Iters: 14940/150000 || Lr: 0.018198 || Task Loss: 0.7989 || KD Loss: 0.3460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:48 || Estimated Time: 2 days, 17:39:43
2023-07-24 18:03:23,660 semantic_segmentation INFO: Iters: 14950/150000 || Lr: 0.018197 || Task Loss: 0.9132 || KD Loss: 0.3909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:05 || Estimated Time: 2 days, 17:39:23
2023-07-24 18:03:40,585 semantic_segmentation INFO: Iters: 14960/150000 || Lr: 0.018196 || Task Loss: 1.2514 || KD Loss: 0.5678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2430|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:22 || Estimated Time: 2 days, 17:39:00
2023-07-24 18:03:57,677 semantic_segmentation INFO: Iters: 14970/150000 || Lr: 0.018194 || Task Loss: 0.9606 || KD Loss: 0.3460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:39 || Estimated Time: 2 days, 17:38:39
2023-07-24 18:04:14,728 semantic_segmentation INFO: Iters: 14980/150000 || Lr: 0.018193 || Task Loss: 1.6216 || KD Loss: 0.8029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:57 || Estimated Time: 2 days, 17:38:18
2023-07-24 18:04:31,714 semantic_segmentation INFO: Iters: 14990/150000 || Lr: 0.018192 || Task Loss: 0.9841 || KD Loss: 0.4069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:13 || Estimated Time: 2 days, 17:37:56
2023-07-24 18:04:49,136 semantic_segmentation INFO: Iters: 15000/150000 || Lr: 0.018191 || Task Loss: 1.0418 || KD Loss: 0.4087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:31 || Estimated Time: 2 days, 17:37:37
2023-07-24 18:05:06,504 semantic_segmentation INFO: Iters: 15010/150000 || Lr: 0.018190 || Task Loss: 1.0312 || KD Loss: 0.4497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:48 || Estimated Time: 2 days, 17:37:19
2023-07-24 18:05:23,516 semantic_segmentation INFO: Iters: 15020/150000 || Lr: 0.018188 || Task Loss: 0.9453 || KD Loss: 0.4006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:05 || Estimated Time: 2 days, 17:36:57
2023-07-24 18:05:40,396 semantic_segmentation INFO: Iters: 15030/150000 || Lr: 0.018187 || Task Loss: 0.7821 || KD Loss: 0.3611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:22 || Estimated Time: 2 days, 17:36:34
2023-07-24 18:05:57,321 semantic_segmentation INFO: Iters: 15040/150000 || Lr: 0.018186 || Task Loss: 1.1743 || KD Loss: 0.3983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:39 || Estimated Time: 2 days, 17:36:11
2023-07-24 18:06:14,668 semantic_segmentation INFO: Iters: 15050/150000 || Lr: 0.018185 || Task Loss: 0.8769 || KD Loss: 0.3535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:56 || Estimated Time: 2 days, 17:35:52
2023-07-24 18:06:31,534 semantic_segmentation INFO: Iters: 15060/150000 || Lr: 0.018183 || Task Loss: 1.1093 || KD Loss: 0.4851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:13 || Estimated Time: 2 days, 17:35:29
2023-07-24 18:06:48,469 semantic_segmentation INFO: Iters: 15070/150000 || Lr: 0.018182 || Task Loss: 0.7974 || KD Loss: 0.3304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:30 || Estimated Time: 2 days, 17:35:06
2023-07-24 18:07:05,860 semantic_segmentation INFO: Iters: 15080/150000 || Lr: 0.018181 || Task Loss: 0.9514 || KD Loss: 0.4252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:48 || Estimated Time: 2 days, 17:34:48
2023-07-24 18:07:22,857 semantic_segmentation INFO: Iters: 15090/150000 || Lr: 0.018180 || Task Loss: 1.1194 || KD Loss: 0.4489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:05 || Estimated Time: 2 days, 17:34:26
2023-07-24 18:07:39,802 semantic_segmentation INFO: Iters: 15100/150000 || Lr: 0.018179 || Task Loss: 1.5987 || KD Loss: 0.7807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:22 || Estimated Time: 2 days, 17:34:04
2023-07-24 18:07:56,844 semantic_segmentation INFO: Iters: 15110/150000 || Lr: 0.018177 || Task Loss: 0.7253 || KD Loss: 0.2584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:39 || Estimated Time: 2 days, 17:33:42
2023-07-24 18:08:13,796 semantic_segmentation INFO: Iters: 15120/150000 || Lr: 0.018176 || Task Loss: 0.8327 || KD Loss: 0.3935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:56 || Estimated Time: 2 days, 17:33:20
2023-07-24 18:08:30,777 semantic_segmentation INFO: Iters: 15130/150000 || Lr: 0.018175 || Task Loss: 0.9625 || KD Loss: 0.2852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:13 || Estimated Time: 2 days, 17:32:58
2023-07-24 18:08:47,931 semantic_segmentation INFO: Iters: 15140/150000 || Lr: 0.018174 || Task Loss: 0.8892 || KD Loss: 0.4238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:30 || Estimated Time: 2 days, 17:32:37
2023-07-24 18:09:04,984 semantic_segmentation INFO: Iters: 15150/150000 || Lr: 0.018173 || Task Loss: 1.0475 || KD Loss: 0.5007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:47 || Estimated Time: 2 days, 17:32:16
2023-07-24 18:09:21,983 semantic_segmentation INFO: Iters: 15160/150000 || Lr: 0.018171 || Task Loss: 1.3627 || KD Loss: 0.5729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:04 || Estimated Time: 2 days, 17:31:54
2023-07-24 18:09:39,028 semantic_segmentation INFO: Iters: 15170/150000 || Lr: 0.018170 || Task Loss: 0.7576 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:21 || Estimated Time: 2 days, 17:31:32
2023-07-24 18:09:55,965 semantic_segmentation INFO: Iters: 15180/150000 || Lr: 0.018169 || Task Loss: 0.8665 || KD Loss: 0.3193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:38 || Estimated Time: 2 days, 17:31:10
2023-07-24 18:10:13,120 semantic_segmentation INFO: Iters: 15190/150000 || Lr: 0.018168 || Task Loss: 0.8032 || KD Loss: 0.2951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:55 || Estimated Time: 2 days, 17:30:50
2023-07-24 18:10:30,101 semantic_segmentation INFO: Iters: 15200/150000 || Lr: 0.018167 || Task Loss: 0.9770 || KD Loss: 0.4575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:12 || Estimated Time: 2 days, 17:30:27
2023-07-24 18:10:30,223 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:10:30,607 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.086
2023-07-24 18:10:30,636 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.929, mIoU: 0.124
2023-07-24 18:10:30,648 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.931, mIoU: 0.124
2023-07-24 18:10:30,661 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.937, mIoU: 0.127
2023-07-24 18:10:30,674 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.871, mIoU: 0.153
2023-07-24 18:10:30,686 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.885, mIoU: 0.192
2023-07-24 18:10:30,700 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.881, mIoU: 0.219
2023-07-24 18:10:30,713 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.890, mIoU: 0.229
2023-07-24 18:10:30,725 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.894, mIoU: 0.260
2023-07-24 18:10:30,739 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.259
2023-07-24 18:10:30,752 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.880, mIoU: 0.256
2023-07-24 18:10:30,766 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.885, mIoU: 0.247
2023-07-24 18:10:30,778 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.850, mIoU: 0.243
2023-07-24 18:10:30,792 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.847, mIoU: 0.223
2023-07-24 18:10:30,806 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.846, mIoU: 0.225
2023-07-24 18:10:30,819 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.852, mIoU: 0.225
2023-07-24 18:10:30,830 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.851, mIoU: 0.222
2023-07-24 18:10:30,843 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.845, mIoU: 0.216
2023-07-24 18:10:30,857 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.850, mIoU: 0.223
2023-07-24 18:10:30,873 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.855, mIoU: 0.267
2023-07-24 18:10:30,887 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.861, mIoU: 0.270
2023-07-24 18:10:30,902 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.863, mIoU: 0.266
2023-07-24 18:10:30,916 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.851, mIoU: 0.276
2023-07-24 18:10:30,932 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.853, mIoU: 0.274
2023-07-24 18:10:30,947 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.852, mIoU: 0.278
2023-07-24 18:10:30,961 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.853, mIoU: 0.286
2023-07-24 18:10:30,975 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.855, mIoU: 0.285
2023-07-24 18:10:30,986 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.859, mIoU: 0.285
2023-07-24 18:10:31,001 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.855, mIoU: 0.281
2023-07-24 18:10:31,016 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.861, mIoU: 0.281
2023-07-24 18:10:31,030 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.864, mIoU: 0.281
2023-07-24 18:10:31,045 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.867, mIoU: 0.283
2023-07-24 18:10:31,059 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.868, mIoU: 0.282
2023-07-24 18:10:31,074 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.869, mIoU: 0.280
2023-07-24 18:10:31,089 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.865, mIoU: 0.271
2023-07-24 18:10:31,103 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.867, mIoU: 0.272
2023-07-24 18:10:31,116 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.869, mIoU: 0.276
2023-07-24 18:10:31,128 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.871, mIoU: 0.276
2023-07-24 18:10:31,144 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.870, mIoU: 0.273
2023-07-24 18:10:31,157 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.870, mIoU: 0.273
2023-07-24 18:10:31,170 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.860, mIoU: 0.278
2023-07-24 18:10:31,184 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.863, mIoU: 0.278
2023-07-24 18:10:31,199 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.862, mIoU: 0.278
2023-07-24 18:10:31,213 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.862, mIoU: 0.277
2023-07-24 18:10:31,229 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.859, mIoU: 0.276
2023-07-24 18:10:31,245 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.861, mIoU: 0.279
2023-07-24 18:10:31,259 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.861, mIoU: 0.282
2023-07-24 18:10:31,272 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.863, mIoU: 0.283
2023-07-24 18:10:31,287 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.864, mIoU: 0.288
2023-07-24 18:10:31,305 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.864, mIoU: 0.284
2023-07-24 18:10:31,322 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.864, mIoU: 0.284
2023-07-24 18:10:31,338 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.866, mIoU: 0.284
2023-07-24 18:10:31,352 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.868, mIoU: 0.284
2023-07-24 18:10:31,368 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.868, mIoU: 0.284
2023-07-24 18:10:31,385 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.867, mIoU: 0.282
2023-07-24 18:10:31,398 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.866, mIoU: 0.278
2023-07-24 18:10:31,414 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.867, mIoU: 0.277
2023-07-24 18:10:31,431 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.869, mIoU: 0.276
2023-07-24 18:10:31,444 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.870, mIoU: 0.279
2023-07-24 18:10:31,459 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.861, mIoU: 0.325
2023-07-24 18:10:31,472 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.859, mIoU: 0.311
2023-07-24 18:10:31,487 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.861, mIoU: 0.309
2023-07-24 18:10:31,499 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.862, mIoU: 0.309
2023-07-24 18:10:31,517 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.858, mIoU: 0.301
2023-07-24 18:10:31,530 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.859, mIoU: 0.333
2023-07-24 18:10:31,544 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.860, mIoU: 0.332
2023-07-24 18:10:31,559 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.861, mIoU: 0.331
2023-07-24 18:10:31,572 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.860, mIoU: 0.337
2023-07-24 18:10:31,586 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.860, mIoU: 0.337
2023-07-24 18:10:31,601 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.856, mIoU: 0.332
2023-07-24 18:10:31,617 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.856, mIoU: 0.332
2023-07-24 18:10:31,630 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.857, mIoU: 0.333
2023-07-24 18:10:31,646 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.857, mIoU: 0.333
2023-07-24 18:10:31,661 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.858, mIoU: 0.332
2023-07-24 18:10:31,676 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.858, mIoU: 0.342
2023-07-24 18:10:31,691 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.860, mIoU: 0.341
2023-07-24 18:10:31,706 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.858, mIoU: 0.339
2023-07-24 18:10:31,715 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.857, mIoU: 0.338
2023-07-24 18:10:31,730 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.856, mIoU: 0.345
2023-07-24 18:10:31,747 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.854, mIoU: 0.335
2023-07-24 18:10:31,760 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.844, mIoU: 0.316
2023-07-24 18:10:31,775 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.844, mIoU: 0.316
2023-07-24 18:10:31,790 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.844, mIoU: 0.317
2023-07-24 18:10:31,805 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.841, mIoU: 0.312
2023-07-24 18:10:31,821 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.840, mIoU: 0.307
2023-07-24 18:10:31,837 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.839, mIoU: 0.308
2023-07-24 18:10:31,852 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.840, mIoU: 0.307
2023-07-24 18:10:31,867 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.840, mIoU: 0.305
2023-07-24 18:10:31,883 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.839, mIoU: 0.311
2023-07-24 18:10:31,896 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.839, mIoU: 0.311
2023-07-24 18:10:31,912 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.839, mIoU: 0.309
2023-07-24 18:10:31,927 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.840, mIoU: 0.310
2023-07-24 18:10:31,943 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.837, mIoU: 0.308
2023-07-24 18:10:31,958 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.833, mIoU: 0.306
2023-07-24 18:10:31,973 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.831, mIoU: 0.304
2023-07-24 18:10:31,988 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.832, mIoU: 0.305
2023-07-24 18:10:32,001 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.833, mIoU: 0.306
2023-07-24 18:10:32,014 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.835, mIoU: 0.313
2023-07-24 18:10:32,029 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.835, mIoU: 0.313
2023-07-24 18:10:32,042 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.834, mIoU: 0.316
2023-07-24 18:10:32,057 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.835, mIoU: 0.316
2023-07-24 18:10:32,072 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.836, mIoU: 0.315
2023-07-24 18:10:32,085 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.837, mIoU: 0.315
2023-07-24 18:10:32,099 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.836, mIoU: 0.315
2023-07-24 18:10:32,115 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.837, mIoU: 0.317
2023-07-24 18:10:32,127 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.836, mIoU: 0.323
2023-07-24 18:10:32,142 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.835, mIoU: 0.322
2023-07-24 18:10:32,157 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.836, mIoU: 0.322
2023-07-24 18:10:32,171 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.837, mIoU: 0.324
2023-07-24 18:10:32,184 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.837, mIoU: 0.322
2023-07-24 18:10:32,196 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.834, mIoU: 0.320
2023-07-24 18:10:32,210 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.834, mIoU: 0.312
2023-07-24 18:10:32,225 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.835, mIoU: 0.311
2023-07-24 18:10:32,240 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.835, mIoU: 0.311
2023-07-24 18:10:32,255 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.836, mIoU: 0.313
2023-07-24 18:10:32,269 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.837, mIoU: 0.313
2023-07-24 18:10:32,282 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.837, mIoU: 0.313
2023-07-24 18:10:32,297 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.837, mIoU: 0.313
2023-07-24 18:10:32,310 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.838, mIoU: 0.312
2023-07-24 18:10:32,325 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.836, mIoU: 0.308
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2023-07-24 18:10:35,205 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.831, mIoU: 0.328
2023-07-24 18:10:35,221 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.832, mIoU: 0.329
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2023-07-24 18:10:35,251 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.832, mIoU: 0.328
2023-07-24 18:10:35,267 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.833, mIoU: 0.329
2023-07-24 18:10:35,283 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.833, mIoU: 0.332
2023-07-24 18:10:35,296 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.833, mIoU: 0.332
2023-07-24 18:10:35,311 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.833, mIoU: 0.333
2023-07-24 18:10:35,327 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.834, mIoU: 0.333
2023-07-24 18:10:35,343 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.834, mIoU: 0.334
2023-07-24 18:10:35,356 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.834, mIoU: 0.339
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2023-07-24 18:10:35,399 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.835, mIoU: 0.339
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2023-07-24 18:10:35,449 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.836, mIoU: 0.339
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2023-07-24 18:10:35,477 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.837, mIoU: 0.340
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2023-07-24 18:10:35,505 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.836, mIoU: 0.339
2023-07-24 18:10:35,521 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.837, mIoU: 0.340
2023-07-24 18:10:35,535 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.837, mIoU: 0.339
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2023-07-24 18:10:35,610 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.837, mIoU: 0.340
2023-07-24 18:10:35,625 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.838, mIoU: 0.340
2023-07-24 18:10:35,641 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.838, mIoU: 0.339
2023-07-24 18:10:35,654 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.838, mIoU: 0.339
2023-07-24 18:10:35,669 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.839, mIoU: 0.339
2023-07-24 18:10:35,682 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.838, mIoU: 0.339
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2023-07-24 18:10:35,710 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.838, mIoU: 0.340
2023-07-24 18:10:35,724 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.838, mIoU: 0.340
2023-07-24 18:10:35,739 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.839, mIoU: 0.341
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2023-07-24 18:10:35,768 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.838, mIoU: 0.340
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2023-07-24 18:10:35,801 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.838, mIoU: 0.340
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2023-07-24 18:10:35,828 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.838, mIoU: 0.339
2023-07-24 18:10:35,843 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.836, mIoU: 0.338
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2023-07-24 18:10:35,874 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.836, mIoU: 0.336
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2023-07-24 18:10:35,903 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.835, mIoU: 0.336
2023-07-24 18:10:35,916 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.836, mIoU: 0.335
2023-07-24 18:10:35,932 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.836, mIoU: 0.335
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2023-07-24 18:10:36,097 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.838, mIoU: 0.334
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2023-07-24 18:10:36,128 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.838, mIoU: 0.333
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2023-07-24 18:10:36,173 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.839, mIoU: 0.333
2023-07-24 18:10:36,188 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.839, mIoU: 0.333
2023-07-24 18:10:36,203 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.839, mIoU: 0.336
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2023-07-24 18:10:36,233 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.839, mIoU: 0.335
2023-07-24 18:10:36,248 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.839, mIoU: 0.336
2023-07-24 18:10:36,263 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.840, mIoU: 0.336
2023-07-24 18:10:36,278 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.839, mIoU: 0.335
2023-07-24 18:10:36,290 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.839, mIoU: 0.339
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2023-07-24 18:10:36,667 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.842, mIoU: 0.342
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2023-07-24 18:10:36,934 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.842, mIoU: 0.338
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2023-07-24 18:10:37,009 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.841, mIoU: 0.337
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2023-07-24 18:10:37,053 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.841, mIoU: 0.337
2023-07-24 18:10:37,066 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.841, mIoU: 0.336
2023-07-24 18:10:37,078 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.841, mIoU: 0.336
2023-07-24 18:10:37,094 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.840, mIoU: 0.335
2023-07-24 18:10:37,109 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.839, mIoU: 0.332
2023-07-24 18:10:37,124 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.839, mIoU: 0.332
2023-07-24 18:10:37,139 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.839, mIoU: 0.331
2023-07-24 18:10:37,152 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.839, mIoU: 0.332
2023-07-24 18:10:37,166 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.839, mIoU: 0.332
2023-07-24 18:10:37,180 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.839, mIoU: 0.332
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2023-07-24 18:10:37,249 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.840, mIoU: 0.332
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2023-07-24 18:10:37,280 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.840, mIoU: 0.332
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2023-07-24 18:10:37,304 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.840, mIoU: 0.332
2023-07-24 18:10:37,314 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.840, mIoU: 0.332
2023-07-24 18:10:37,328 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.840, mIoU: 0.333
2023-07-24 18:10:37,341 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.840, mIoU: 0.334
2023-07-24 18:10:37,357 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.841, mIoU: 0.334
2023-07-24 18:10:37,369 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.841, mIoU: 0.335
2023-07-24 18:10:37,385 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.840, mIoU: 0.334
2023-07-24 18:10:37,401 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.840, mIoU: 0.335
2023-07-24 18:10:37,416 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.840, mIoU: 0.336
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2023-07-24 18:10:37,460 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.841, mIoU: 0.336
2023-07-24 18:10:37,475 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.840, mIoU: 0.338
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2023-07-24 18:10:37,576 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.841, mIoU: 0.339
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2023-07-24 18:10:37,607 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.841, mIoU: 0.342
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2023-07-24 18:10:37,731 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.842, mIoU: 0.347
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2023-07-24 18:10:37,859 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-24 18:10:37,873 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-24 18:10:37,889 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.843, mIoU: 0.348
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2023-07-24 18:10:38,008 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.842, mIoU: 0.348
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2023-07-24 18:10:38,039 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.843, mIoU: 0.351
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2023-07-24 18:10:38,070 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,082 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.843, mIoU: 0.352
2023-07-24 18:10:38,097 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,112 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:38,127 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,142 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,157 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.843, mIoU: 0.355
2023-07-24 18:10:38,170 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.843, mIoU: 0.354
2023-07-24 18:10:38,186 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.843, mIoU: 0.354
2023-07-24 18:10:38,201 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.843, mIoU: 0.354
2023-07-24 18:10:38,214 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,229 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,241 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 18:10:38,256 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 18:10:38,269 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 18:10:38,281 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,293 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,308 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,323 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,338 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,353 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,362 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,377 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 18:10:38,392 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,408 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,423 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,437 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:38,450 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,463 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:38,478 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:10:38,493 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,508 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,520 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:10:38,533 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,548 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,562 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,577 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:38,590 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:10:38,605 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.841, mIoU: 0.350
2023-07-24 18:10:38,621 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.841, mIoU: 0.350
2023-07-24 18:10:38,637 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.841, mIoU: 0.349
2023-07-24 18:10:38,651 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.841, mIoU: 0.350
2023-07-24 18:10:38,666 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,682 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,695 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,710 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,725 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,740 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,755 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,769 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:38,784 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:38,799 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:38,815 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,825 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,840 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:38,855 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.841, mIoU: 0.351
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2023-07-24 18:10:38,882 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,895 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,910 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.841, mIoU: 0.351
2023-07-24 18:10:38,924 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,939 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,952 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,964 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:38,977 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:38,992 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,007 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:10:39,023 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,038 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,053 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,067 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:10:39,082 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,098 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,111 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,126 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:39,142 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.843, mIoU: 0.352
2023-07-24 18:10:39,157 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:39,172 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:39,187 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:39,199 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.843, mIoU: 0.351
2023-07-24 18:10:39,214 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-24 18:10:39,229 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.843, mIoU: 0.351
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2023-07-24 18:10:39,258 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.843, mIoU: 0.351
2023-07-24 18:10:39,273 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,285 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,300 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,315 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.843, mIoU: 0.350
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2023-07-24 18:10:39,343 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,358 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.844, mIoU: 0.351
2023-07-24 18:10:39,372 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.844, mIoU: 0.351
2023-07-24 18:10:39,387 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,402 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-24 18:10:39,418 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,433 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,449 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.843, mIoU: 0.350
2023-07-24 18:10:39,464 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.844, mIoU: 0.350
2023-07-24 18:10:39,479 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-24 18:10:39,493 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-24 18:10:39,508 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.842, mIoU: 0.348
2023-07-24 18:10:39,523 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.842, mIoU: 0.348
2023-07-24 18:10:39,539 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.842, mIoU: 0.348
2023-07-24 18:10:39,552 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.842, mIoU: 0.347
2023-07-24 18:10:39,568 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.841, mIoU: 0.346
2023-07-24 18:10:39,582 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.841, mIoU: 0.346
2023-07-24 18:10:39,597 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.842, mIoU: 0.346
2023-07-24 18:10:39,611 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.841, mIoU: 0.345
2023-07-24 18:10:39,627 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.841, mIoU: 0.345
2023-07-24 18:10:39,641 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.841, mIoU: 0.345
2023-07-24 18:10:39,656 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.841, mIoU: 0.345
2023-07-24 18:10:39,671 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.841, mIoU: 0.347
2023-07-24 18:10:39,684 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.841, mIoU: 0.347
2023-07-24 18:10:39,698 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.840, mIoU: 0.347
2023-07-24 18:10:39,712 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.840, mIoU: 0.347
2023-07-24 18:10:39,726 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.840, mIoU: 0.348
2023-07-24 18:10:39,744 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.841, mIoU: 0.349
2023-07-24 18:10:39,758 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.840, mIoU: 0.348
2023-07-24 18:10:39,773 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.840, mIoU: 0.349
2023-07-24 18:10:39,783 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.840, mIoU: 0.349
2023-07-24 18:10:39,795 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.840, mIoU: 0.348
2023-07-24 18:10:39,810 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,823 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,838 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,851 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,864 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.841, mIoU: 0.349
2023-07-24 18:10:39,879 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,895 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,910 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.841, mIoU: 0.348
2023-07-24 18:10:39,926 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.841, mIoU: 0.352
2023-07-24 18:10:39,938 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,952 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,965 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,980 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:39,995 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,010 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.841, mIoU: 0.351
2023-07-24 18:10:40,025 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,041 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,056 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,069 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,085 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.842, mIoU: 0.352
2023-07-24 18:10:40,100 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,113 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,126 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,140 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.841, mIoU: 0.354
2023-07-24 18:10:40,156 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.841, mIoU: 0.354
2023-07-24 18:10:40,171 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,184 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,198 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,214 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,229 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.842, mIoU: 0.353
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2023-07-24 18:10:40,255 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,263 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,278 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 18:10:40,294 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 18:10:40,309 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 18:10:40,324 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.843, mIoU: 0.356
2023-07-24 18:10:40,339 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.843, mIoU: 0.356
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2023-07-24 18:10:40,370 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.843, mIoU: 0.355
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2023-07-24 18:10:40,953 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:40,968 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:40,983 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:40,998 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,011 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,026 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,039 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,053 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,068 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,082 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,098 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,111 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,126 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,142 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:41,155 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:41,168 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:41,183 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:41,199 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:41,215 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:41,230 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:41,243 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:41,256 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:41,271 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:41,285 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:41,301 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:41,319 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 18:10:41,332 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 18:10:41,348 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,361 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,377 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,392 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,406 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,419 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 18:10:41,434 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:41,449 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:41,462 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:41,477 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:41,491 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:41,505 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:41,518 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:41,533 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:41,548 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:41,564 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,576 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:41,590 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,603 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,618 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,630 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,643 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:41,658 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,673 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,686 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,702 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,717 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,732 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,748 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,761 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:41,773 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,787 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.844, mIoU: 0.356
2023-07-24 18:10:41,800 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,812 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,825 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.845, mIoU: 0.356
2023-07-24 18:10:41,841 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.844, mIoU: 0.357
2023-07-24 18:10:41,854 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,867 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.844, mIoU: 0.357
2023-07-24 18:10:41,882 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,898 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,913 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,929 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,942 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:41,956 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.845, mIoU: 0.356
2023-07-24 18:10:41,971 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.845, mIoU: 0.356
2023-07-24 18:10:41,986 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.845, mIoU: 0.356
2023-07-24 18:10:42,002 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,017 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:42,030 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,043 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,055 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,070 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,086 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,100 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,114 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,125 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,138 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,153 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,168 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,181 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,195 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,208 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:42,223 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,236 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,251 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,263 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,278 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,293 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,306 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,322 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,337 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,352 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,367 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,382 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,396 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,411 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,425 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,440 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,454 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,468 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,481 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,494 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,511 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,524 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,541 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:42,556 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,568 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,583 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,599 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,614 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,627 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,642 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,657 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,670 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,684 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,700 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:42,715 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,728 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:42,739 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:42,756 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:42,771 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:42,786 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:42,799 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:42,814 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:42,829 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 18:10:42,844 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:42,859 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,872 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,887 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,901 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,916 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:42,930 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,943 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,959 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,972 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:42,987 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,002 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,016 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,031 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,046 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 18:10:43,060 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 18:10:43,074 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,090 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,104 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,120 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,135 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,144 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,158 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,171 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,186 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,201 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,217 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,230 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,246 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,261 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,276 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,292 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,308 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,322 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:43,338 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:43,353 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:43,367 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,380 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,395 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,410 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,426 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,438 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,453 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,468 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:43,481 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,496 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:43,511 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,524 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 18:10:43,538 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 18:10:43,551 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,566 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,581 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,596 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,611 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,627 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,642 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,655 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,668 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:43,683 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,696 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,709 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,724 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,739 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.844, mIoU: 0.358
2023-07-24 18:10:43,754 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.844, mIoU: 0.357
2023-07-24 18:10:43,770 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.844, mIoU: 0.357
2023-07-24 18:10:43,783 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,796 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,812 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,827 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,840 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,855 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,868 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,883 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,897 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,914 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,929 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,944 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:43,953 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,970 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,986 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:43,999 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:44,014 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:44,029 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:44,045 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:44,058 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,073 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:44,089 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:44,104 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,119 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,133 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.845, mIoU: 0.357
2023-07-24 18:10:44,150 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,165 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,178 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,192 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,207 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.846, mIoU: 0.357
2023-07-24 18:10:44,221 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:44,233 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.846, mIoU: 0.358
2023-07-24 18:10:44,248 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,262 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,277 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,283 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,296 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,309 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,321 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,333 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,347 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:44,362 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:44,377 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,388 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,401 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,416 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,426 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,442 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,455 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,470 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,484 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,499 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,514 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,526 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,539 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,555 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,570 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:44,585 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,600 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:44,613 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,624 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,635 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,648 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,659 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,674 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:44,687 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:44,702 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:44,717 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,733 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,747 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,762 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,777 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:44,792 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,808 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,822 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,836 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,851 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,867 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,879 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,892 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,907 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,920 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,936 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.845, mIoU: 0.358
2023-07-24 18:10:44,949 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 18:10:44,965 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,980 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.846, mIoU: 0.359
2023-07-24 18:10:44,998 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,014 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,027 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,043 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,058 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,073 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:45,088 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:45,102 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:45,115 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:45,130 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.847, mIoU: 0.361
2023-07-24 18:10:45,145 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:45,160 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:45,174 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:45,189 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:45,205 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 18:10:45,219 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,234 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,246 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,261 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:45,271 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,283 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,298 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:45,309 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:45,323 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.846, mIoU: 0.361
2023-07-24 18:10:45,338 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 18:10:45,353 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,369 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,385 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,401 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,416 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,428 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,444 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,457 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,472 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,487 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,500 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,515 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,529 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 18:10:45,543 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,558 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,574 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,588 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,603 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,616 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,629 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,644 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,657 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,670 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,685 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,700 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 18:10:45,714 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,727 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,740 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.845, mIoU: 0.363
2023-07-24 18:10:45,755 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,771 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,787 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,800 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,813 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,829 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,844 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 18:10:45,859 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,875 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,890 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,905 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.845, mIoU: 0.363
2023-07-24 18:10:45,920 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.845, mIoU: 0.363
2023-07-24 18:10:45,935 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 18:10:45,951 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.845, mIoU: 0.363
2023-07-24 18:10:45,966 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,980 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:45,995 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.844, mIoU: 0.362
2023-07-24 18:10:46,009 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,024 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.844, mIoU: 0.362
2023-07-24 18:10:46,039 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:46,054 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:46,066 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 18:10:46,081 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,095 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,111 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,124 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,138 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,154 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 18:10:46,169 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.844, mIoU: 0.361
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2023-07-24 18:10:46,200 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,216 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 18:10:46,229 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 18:10:46,245 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 18:10:46,261 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.844, mIoU: 0.362
2023-07-24 18:10:46,274 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.843, mIoU: 0.361
2023-07-24 18:10:46,289 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.843, mIoU: 0.361
2023-07-24 18:10:46,302 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 18:10:46,311 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 18:10:46,326 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:46,341 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:46,354 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:46,369 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.842, mIoU: 0.359
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2023-07-24 18:10:46,397 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.842, mIoU: 0.358
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2023-07-24 18:10:46,425 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:46,440 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,454 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:46,471 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:46,485 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.843, mIoU: 0.358
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2023-07-24 18:10:46,516 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:46,529 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,543 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,558 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,572 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,585 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,598 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,613 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:46,628 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:46,644 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,659 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:46,671 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,687 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,701 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:46,714 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,730 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,746 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,761 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,776 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,790 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,805 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,820 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,835 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,850 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,863 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,879 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,892 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,905 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,917 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,932 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,947 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,961 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:46,976 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:46,987 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,000 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,016 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,031 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,044 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.843, mIoU: 0.359
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2023-07-24 18:10:47,075 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,090 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,103 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,117 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,132 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,144 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,159 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,172 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,185 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,200 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,215 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:10:47,230 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,246 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 18:10:47,259 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,274 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,289 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,302 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:47,317 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,332 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,348 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,363 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,375 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,388 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,403 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,417 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,431 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,444 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,459 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,476 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,489 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 18:10:47,499 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 18:10:47,514 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,529 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,543 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,558 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 18:10:47,570 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 18:10:47,586 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 18:10:47,600 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 18:10:47,613 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,629 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,644 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,659 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,675 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,691 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,706 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,720 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,735 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,749 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,763 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,779 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 18:10:47,794 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,807 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 18:10:47,821 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,833 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:47,847 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,863 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,878 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:47,890 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:47,905 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:47,921 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,936 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,947 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,961 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,975 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 18:10:47,987 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,002 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,018 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,033 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,047 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,059 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,075 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,089 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,105 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,118 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:48,134 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,147 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:48,160 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,175 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:48,190 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,205 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:48,219 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,235 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,248 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,263 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,277 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,292 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,307 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,319 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,332 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,348 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,362 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,377 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,389 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,402 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,417 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,432 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,445 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,458 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,474 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,489 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,504 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,518 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,533 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:48,549 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,562 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,576 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:48,591 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:48,604 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:48,619 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,634 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,649 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:48,663 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:48,678 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,693 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,708 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,722 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,736 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:48,751 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,766 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,780 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,796 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,810 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,824 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,837 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,852 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.839, mIoU: 0.354
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2023-07-24 18:10:48,881 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,896 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:48,912 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,927 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:48,942 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.839, mIoU: 0.354
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2023-07-24 18:10:48,987 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:49,000 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.839, mIoU: 0.355
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2023-07-24 18:10:49,052 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.839, mIoU: 0.356
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2023-07-24 18:10:49,081 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,094 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,107 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,121 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,133 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,147 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,162 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,177 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.839, mIoU: 0.356
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2023-07-24 18:10:49,206 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,219 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,234 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,248 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,262 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,278 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,293 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,308 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,321 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,336 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,352 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:49,366 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,380 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,393 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,407 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,423 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,438 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,453 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:49,466 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:49,481 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,496 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:49,512 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 18:10:49,527 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,542 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,558 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,573 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,584 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,598 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,612 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,625 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,641 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,656 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:49,670 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,682 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,695 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,708 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,723 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,737 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,751 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,766 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,779 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,793 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,808 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,821 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,835 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,851 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,864 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,879 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,891 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,907 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,922 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 18:10:49,938 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,953 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,966 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,980 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:49,994 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,009 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,024 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,037 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,050 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,065 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,079 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,094 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,107 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,121 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,138 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,153 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,167 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,182 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,190 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 18:10:50,204 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,216 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,229 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,243 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,259 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,273 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,289 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,304 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,319 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,335 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,348 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 18:10:50,363 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,379 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,395 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,410 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,425 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,442 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,455 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 18:10:50,469 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 18:10:50,484 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 18:10:50,498 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 18:10:50,511 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,524 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,539 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 18:10:50,553 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 18:10:50,568 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,582 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,597 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,611 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,626 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,638 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,653 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,666 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,681 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,696 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,711 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,726 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,739 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,755 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,770 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,785 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,800 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,815 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,830 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,845 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,858 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,873 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,886 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,901 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,915 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,930 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,945 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:50,960 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,974 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,983 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:50,997 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,010 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,025 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,040 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 18:10:51,055 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,070 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,082 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,092 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,109 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,124 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,139 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,152 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,167 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,183 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,196 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,211 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,226 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,240 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,255 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,268 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.841, mIoU: 0.355
2023-07-24 18:10:51,282 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,297 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,311 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,324 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,339 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,353 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 18:10:51,368 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,383 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,396 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,410 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,424 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:10:51,440 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 18:11:08,530 semantic_segmentation INFO: Iters: 15210/150000 || Lr: 0.018165 || Task Loss: 1.1952 || KD Loss: 0.4795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:50 || Estimated Time: 2 days, 17:33:15
2023-07-24 18:11:25,501 semantic_segmentation INFO: Iters: 15220/150000 || Lr: 0.018164 || Task Loss: 0.9719 || KD Loss: 0.3884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:07 || Estimated Time: 2 days, 17:32:53
2023-07-24 18:11:42,589 semantic_segmentation INFO: Iters: 15230/150000 || Lr: 0.018163 || Task Loss: 1.7185 || KD Loss: 0.7511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:24 || Estimated Time: 2 days, 17:32:32
2023-07-24 18:11:59,507 semantic_segmentation INFO: Iters: 15240/150000 || Lr: 0.018162 || Task Loss: 0.9762 || KD Loss: 0.4034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:41 || Estimated Time: 2 days, 17:32:09
2023-07-24 18:12:16,597 semantic_segmentation INFO: Iters: 15250/150000 || Lr: 0.018160 || Task Loss: 0.6618 || KD Loss: 0.2455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:58 || Estimated Time: 2 days, 17:31:47
2023-07-24 18:12:33,798 semantic_segmentation INFO: Iters: 15260/150000 || Lr: 0.018159 || Task Loss: 1.0161 || KD Loss: 0.4082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:16 || Estimated Time: 2 days, 17:31:27
2023-07-24 18:12:51,016 semantic_segmentation INFO: Iters: 15270/150000 || Lr: 0.018158 || Task Loss: 1.3309 || KD Loss: 0.5469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:33 || Estimated Time: 2 days, 17:31:07
2023-07-24 18:13:08,223 semantic_segmentation INFO: Iters: 15280/150000 || Lr: 0.018157 || Task Loss: 0.9255 || KD Loss: 0.3750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:50 || Estimated Time: 2 days, 17:30:48
2023-07-24 18:13:25,394 semantic_segmentation INFO: Iters: 15290/150000 || Lr: 0.018156 || Task Loss: 1.1559 || KD Loss: 0.4637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:07 || Estimated Time: 2 days, 17:30:27
2023-07-24 18:13:42,419 semantic_segmentation INFO: Iters: 15300/150000 || Lr: 0.018154 || Task Loss: 1.0932 || KD Loss: 0.4869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:24 || Estimated Time: 2 days, 17:30:05
2023-07-24 18:13:59,426 semantic_segmentation INFO: Iters: 15310/150000 || Lr: 0.018153 || Task Loss: 1.0094 || KD Loss: 0.4247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:41 || Estimated Time: 2 days, 17:29:43
2023-07-24 18:14:17,099 semantic_segmentation INFO: Iters: 15320/150000 || Lr: 0.018152 || Task Loss: 0.9443 || KD Loss: 0.4156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:59 || Estimated Time: 2 days, 17:29:27
2023-07-24 18:14:34,105 semantic_segmentation INFO: Iters: 15330/150000 || Lr: 0.018151 || Task Loss: 1.1775 || KD Loss: 0.4549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:16 || Estimated Time: 2 days, 17:29:05
2023-07-24 18:14:51,146 semantic_segmentation INFO: Iters: 15340/150000 || Lr: 0.018150 || Task Loss: 0.9239 || KD Loss: 0.2908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:33 || Estimated Time: 2 days, 17:28:44
2023-07-24 18:15:08,498 semantic_segmentation INFO: Iters: 15350/150000 || Lr: 0.018148 || Task Loss: 0.8944 || KD Loss: 0.4085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:50 || Estimated Time: 2 days, 17:28:25
2023-07-24 18:15:25,432 semantic_segmentation INFO: Iters: 15360/150000 || Lr: 0.018147 || Task Loss: 1.0602 || KD Loss: 0.3985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:07 || Estimated Time: 2 days, 17:28:03
2023-07-24 18:15:42,521 semantic_segmentation INFO: Iters: 15370/150000 || Lr: 0.018146 || Task Loss: 1.0632 || KD Loss: 0.4759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:24 || Estimated Time: 2 days, 17:27:41
2023-07-24 18:15:59,653 semantic_segmentation INFO: Iters: 15380/150000 || Lr: 0.018145 || Task Loss: 0.8975 || KD Loss: 0.3289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:41 || Estimated Time: 2 days, 17:27:20
2023-07-24 18:16:16,925 semantic_segmentation INFO: Iters: 15390/150000 || Lr: 0.018143 || Task Loss: 1.1176 || KD Loss: 0.4833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:59 || Estimated Time: 2 days, 17:27:01
2023-07-24 18:16:34,229 semantic_segmentation INFO: Iters: 15400/150000 || Lr: 0.018142 || Task Loss: 0.8448 || KD Loss: 0.2916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:16 || Estimated Time: 2 days, 17:26:41
2023-07-24 18:16:51,175 semantic_segmentation INFO: Iters: 15410/150000 || Lr: 0.018141 || Task Loss: 1.0659 || KD Loss: 0.5139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:33 || Estimated Time: 2 days, 17:26:19
2023-07-24 18:17:08,234 semantic_segmentation INFO: Iters: 15420/150000 || Lr: 0.018140 || Task Loss: 1.0484 || KD Loss: 0.5031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:50 || Estimated Time: 2 days, 17:25:58
2023-07-24 18:17:25,170 semantic_segmentation INFO: Iters: 15430/150000 || Lr: 0.018139 || Task Loss: 0.9483 || KD Loss: 0.3072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:07 || Estimated Time: 2 days, 17:25:35
2023-07-24 18:17:42,114 semantic_segmentation INFO: Iters: 15440/150000 || Lr: 0.018137 || Task Loss: 1.2713 || KD Loss: 0.4969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:24 || Estimated Time: 2 days, 17:25:13
2023-07-24 18:17:59,309 semantic_segmentation INFO: Iters: 15450/150000 || Lr: 0.018136 || Task Loss: 1.1142 || KD Loss: 0.3860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:41 || Estimated Time: 2 days, 17:24:53
2023-07-24 18:18:16,311 semantic_segmentation INFO: Iters: 15460/150000 || Lr: 0.018135 || Task Loss: 0.9938 || KD Loss: 0.3167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:58 || Estimated Time: 2 days, 17:24:31
2023-07-24 18:18:33,328 semantic_segmentation INFO: Iters: 15470/150000 || Lr: 0.018134 || Task Loss: 0.6525 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:15 || Estimated Time: 2 days, 17:24:09
2023-07-24 18:18:50,318 semantic_segmentation INFO: Iters: 15480/150000 || Lr: 0.018133 || Task Loss: 1.2132 || KD Loss: 0.5712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:32 || Estimated Time: 2 days, 17:23:47
2023-07-24 18:19:07,243 semantic_segmentation INFO: Iters: 15490/150000 || Lr: 0.018131 || Task Loss: 0.9709 || KD Loss: 0.3582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:49 || Estimated Time: 2 days, 17:23:25
2023-07-24 18:19:24,300 semantic_segmentation INFO: Iters: 15500/150000 || Lr: 0.018130 || Task Loss: 1.1634 || KD Loss: 0.5147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:06 || Estimated Time: 2 days, 17:23:04
2023-07-24 18:19:41,301 semantic_segmentation INFO: Iters: 15510/150000 || Lr: 0.018129 || Task Loss: 0.8668 || KD Loss: 0.4050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:23 || Estimated Time: 2 days, 17:22:42
2023-07-24 18:19:58,233 semantic_segmentation INFO: Iters: 15520/150000 || Lr: 0.018128 || Task Loss: 1.4796 || KD Loss: 0.7166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:40 || Estimated Time: 2 days, 17:22:20
2023-07-24 18:20:15,231 semantic_segmentation INFO: Iters: 15530/150000 || Lr: 0.018126 || Task Loss: 1.8360 || KD Loss: 0.9150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:57 || Estimated Time: 2 days, 17:21:58
2023-07-24 18:20:32,211 semantic_segmentation INFO: Iters: 15540/150000 || Lr: 0.018125 || Task Loss: 1.1436 || KD Loss: 0.5209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:14 || Estimated Time: 2 days, 17:21:35
2023-07-24 18:20:49,417 semantic_segmentation INFO: Iters: 15550/150000 || Lr: 0.018124 || Task Loss: 1.4233 || KD Loss: 0.6303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:31 || Estimated Time: 2 days, 17:21:15
2023-07-24 18:21:06,306 semantic_segmentation INFO: Iters: 15560/150000 || Lr: 0.018123 || Task Loss: 0.8371 || KD Loss: 0.2908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:48 || Estimated Time: 2 days, 17:20:53
2023-07-24 18:21:23,409 semantic_segmentation INFO: Iters: 15570/150000 || Lr: 0.018122 || Task Loss: 1.0290 || KD Loss: 0.3439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:05 || Estimated Time: 2 days, 17:20:32
2023-07-24 18:21:40,219 semantic_segmentation INFO: Iters: 15580/150000 || Lr: 0.018120 || Task Loss: 1.3271 || KD Loss: 0.5324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:22 || Estimated Time: 2 days, 17:20:09
2023-07-24 18:21:57,182 semantic_segmentation INFO: Iters: 15590/150000 || Lr: 0.018119 || Task Loss: 0.8809 || KD Loss: 0.3455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:39 || Estimated Time: 2 days, 17:19:46
2023-07-24 18:22:14,016 semantic_segmentation INFO: Iters: 15600/150000 || Lr: 0.018118 || Task Loss: 1.1506 || KD Loss: 0.4608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:56 || Estimated Time: 2 days, 17:19:23
2023-07-24 18:22:30,893 semantic_segmentation INFO: Iters: 15610/150000 || Lr: 0.018117 || Task Loss: 0.8640 || KD Loss: 0.3613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:13 || Estimated Time: 2 days, 17:19:00
2023-07-24 18:22:48,212 semantic_segmentation INFO: Iters: 15620/150000 || Lr: 0.018116 || Task Loss: 1.2368 || KD Loss: 0.5259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:30 || Estimated Time: 2 days, 17:18:41
2023-07-24 18:23:05,164 semantic_segmentation INFO: Iters: 15630/150000 || Lr: 0.018114 || Task Loss: 1.2077 || KD Loss: 0.5323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:47 || Estimated Time: 2 days, 17:18:19
2023-07-24 18:23:22,218 semantic_segmentation INFO: Iters: 15640/150000 || Lr: 0.018113 || Task Loss: 0.9855 || KD Loss: 0.4713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:04 || Estimated Time: 2 days, 17:17:57
2023-07-24 18:23:39,359 semantic_segmentation INFO: Iters: 15650/150000 || Lr: 0.018112 || Task Loss: 0.9132 || KD Loss: 0.3970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:21 || Estimated Time: 2 days, 17:17:37
2023-07-24 18:23:56,341 semantic_segmentation INFO: Iters: 15660/150000 || Lr: 0.018111 || Task Loss: 0.7736 || KD Loss: 0.3238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:38 || Estimated Time: 2 days, 17:17:15
2023-07-24 18:24:13,294 semantic_segmentation INFO: Iters: 15670/150000 || Lr: 0.018110 || Task Loss: 1.0004 || KD Loss: 0.4304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:55 || Estimated Time: 2 days, 17:16:53
2023-07-24 18:24:30,426 semantic_segmentation INFO: Iters: 15680/150000 || Lr: 0.018108 || Task Loss: 0.9109 || KD Loss: 0.3897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:12 || Estimated Time: 2 days, 17:16:32
2023-07-24 18:24:47,403 semantic_segmentation INFO: Iters: 15690/150000 || Lr: 0.018107 || Task Loss: 1.1763 || KD Loss: 0.5373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:29 || Estimated Time: 2 days, 17:16:11
2023-07-24 18:25:04,675 semantic_segmentation INFO: Iters: 15700/150000 || Lr: 0.018106 || Task Loss: 1.0969 || KD Loss: 0.5344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:46 || Estimated Time: 2 days, 17:15:51
2023-07-24 18:25:22,032 semantic_segmentation INFO: Iters: 15710/150000 || Lr: 0.018105 || Task Loss: 0.9317 || KD Loss: 0.3612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:04 || Estimated Time: 2 days, 17:15:32
2023-07-24 18:25:39,008 semantic_segmentation INFO: Iters: 15720/150000 || Lr: 0.018103 || Task Loss: 1.1510 || KD Loss: 0.5653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:21 || Estimated Time: 2 days, 17:15:10
2023-07-24 18:25:56,080 semantic_segmentation INFO: Iters: 15730/150000 || Lr: 0.018102 || Task Loss: 1.4264 || KD Loss: 0.5393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:38 || Estimated Time: 2 days, 17:14:49
2023-07-24 18:26:13,193 semantic_segmentation INFO: Iters: 15740/150000 || Lr: 0.018101 || Task Loss: 1.0562 || KD Loss: 0.4159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:55 || Estimated Time: 2 days, 17:14:28
2023-07-24 18:26:30,499 semantic_segmentation INFO: Iters: 15750/150000 || Lr: 0.018100 || Task Loss: 1.0126 || KD Loss: 0.4780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:12 || Estimated Time: 2 days, 17:14:10
2023-07-24 18:26:47,531 semantic_segmentation INFO: Iters: 15760/150000 || Lr: 0.018099 || Task Loss: 1.3614 || KD Loss: 0.6521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:29 || Estimated Time: 2 days, 17:13:48
2023-07-24 18:27:04,562 semantic_segmentation INFO: Iters: 15770/150000 || Lr: 0.018097 || Task Loss: 1.0675 || KD Loss: 0.3677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:46 || Estimated Time: 2 days, 17:13:27
2023-07-24 18:27:21,538 semantic_segmentation INFO: Iters: 15780/150000 || Lr: 0.018096 || Task Loss: 0.9141 || KD Loss: 0.3823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:03 || Estimated Time: 2 days, 17:13:05
2023-07-24 18:27:38,688 semantic_segmentation INFO: Iters: 15790/150000 || Lr: 0.018095 || Task Loss: 0.9964 || KD Loss: 0.4622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:20 || Estimated Time: 2 days, 17:12:44
2023-07-24 18:27:55,693 semantic_segmentation INFO: Iters: 15800/150000 || Lr: 0.018094 || Task Loss: 0.9269 || KD Loss: 0.4067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:37 || Estimated Time: 2 days, 17:12:23
2023-07-24 18:28:12,783 semantic_segmentation INFO: Iters: 15810/150000 || Lr: 0.018093 || Task Loss: 1.7250 || KD Loss: 0.7641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:55 || Estimated Time: 2 days, 17:12:02
2023-07-24 18:28:29,747 semantic_segmentation INFO: Iters: 15820/150000 || Lr: 0.018091 || Task Loss: 0.7772 || KD Loss: 0.2955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:12 || Estimated Time: 2 days, 17:11:40
2023-07-24 18:28:46,752 semantic_segmentation INFO: Iters: 15830/150000 || Lr: 0.018090 || Task Loss: 1.1346 || KD Loss: 0.4573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:29 || Estimated Time: 2 days, 17:11:18
2023-07-24 18:29:03,760 semantic_segmentation INFO: Iters: 15840/150000 || Lr: 0.018089 || Task Loss: 1.5678 || KD Loss: 0.7642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:46 || Estimated Time: 2 days, 17:10:57
2023-07-24 18:29:20,610 semantic_segmentation INFO: Iters: 15850/150000 || Lr: 0.018088 || Task Loss: 1.2420 || KD Loss: 0.6213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:02 || Estimated Time: 2 days, 17:10:34
2023-07-24 18:29:37,985 semantic_segmentation INFO: Iters: 15860/150000 || Lr: 0.018086 || Task Loss: 1.0929 || KD Loss: 0.3923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:20 || Estimated Time: 2 days, 17:10:15
2023-07-24 18:29:54,820 semantic_segmentation INFO: Iters: 15870/150000 || Lr: 0.018085 || Task Loss: 1.2836 || KD Loss: 0.5734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:37 || Estimated Time: 2 days, 17:09:53
2023-07-24 18:30:11,888 semantic_segmentation INFO: Iters: 15880/150000 || Lr: 0.018084 || Task Loss: 1.1514 || KD Loss: 0.5074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:54 || Estimated Time: 2 days, 17:09:31
2023-07-24 18:30:28,883 semantic_segmentation INFO: Iters: 15890/150000 || Lr: 0.018083 || Task Loss: 1.1132 || KD Loss: 0.4748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:11 || Estimated Time: 2 days, 17:09:10
2023-07-24 18:30:45,924 semantic_segmentation INFO: Iters: 15900/150000 || Lr: 0.018082 || Task Loss: 1.3738 || KD Loss: 0.6460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:28 || Estimated Time: 2 days, 17:08:48
2023-07-24 18:31:02,940 semantic_segmentation INFO: Iters: 15910/150000 || Lr: 0.018080 || Task Loss: 0.9577 || KD Loss: 0.3960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:45 || Estimated Time: 2 days, 17:08:27
2023-07-24 18:31:19,798 semantic_segmentation INFO: Iters: 15920/150000 || Lr: 0.018079 || Task Loss: 1.2674 || KD Loss: 0.5651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:02 || Estimated Time: 2 days, 17:08:04
2023-07-24 18:31:36,859 semantic_segmentation INFO: Iters: 15930/150000 || Lr: 0.018078 || Task Loss: 0.9261 || KD Loss: 0.3951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:19 || Estimated Time: 2 days, 17:07:43
2023-07-24 18:31:53,887 semantic_segmentation INFO: Iters: 15940/150000 || Lr: 0.018077 || Task Loss: 0.9759 || KD Loss: 0.4381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:36 || Estimated Time: 2 days, 17:07:22
2023-07-24 18:32:10,856 semantic_segmentation INFO: Iters: 15950/150000 || Lr: 0.018076 || Task Loss: 0.7809 || KD Loss: 0.3040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:53 || Estimated Time: 2 days, 17:07:00
2023-07-24 18:32:27,922 semantic_segmentation INFO: Iters: 15960/150000 || Lr: 0.018074 || Task Loss: 0.8743 || KD Loss: 0.3205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:10 || Estimated Time: 2 days, 17:06:39
2023-07-24 18:32:44,860 semantic_segmentation INFO: Iters: 15970/150000 || Lr: 0.018073 || Task Loss: 1.0166 || KD Loss: 0.3989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:27 || Estimated Time: 2 days, 17:06:17
2023-07-24 18:33:01,926 semantic_segmentation INFO: Iters: 15980/150000 || Lr: 0.018072 || Task Loss: 0.9873 || KD Loss: 0.3750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:44 || Estimated Time: 2 days, 17:05:56
2023-07-24 18:33:18,931 semantic_segmentation INFO: Iters: 15990/150000 || Lr: 0.018071 || Task Loss: 0.8908 || KD Loss: 0.3451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:01 || Estimated Time: 2 days, 17:05:34
2023-07-24 18:33:35,852 semantic_segmentation INFO: Iters: 16000/150000 || Lr: 0.018069 || Task Loss: 1.2204 || KD Loss: 0.5119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:18 || Estimated Time: 2 days, 17:05:12
2023-07-24 18:33:35,979 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:33:36,372 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.080
2023-07-24 18:33:36,384 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.910, mIoU: 0.116
2023-07-24 18:33:36,396 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.918, mIoU: 0.118
2023-07-24 18:33:36,410 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.898, mIoU: 0.115
2023-07-24 18:33:36,424 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.850, mIoU: 0.159
2023-07-24 18:33:36,437 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.870, mIoU: 0.204
2023-07-24 18:33:36,451 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.842, mIoU: 0.222
2023-07-24 18:33:36,466 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.851, mIoU: 0.241
2023-07-24 18:33:36,479 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.851, mIoU: 0.234
2023-07-24 18:33:36,494 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.846, mIoU: 0.234
2023-07-24 18:33:36,509 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.841, mIoU: 0.233
2023-07-24 18:33:36,524 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.852, mIoU: 0.254
2023-07-24 18:33:36,537 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.820, mIoU: 0.234
2023-07-24 18:33:36,552 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.826, mIoU: 0.230
2023-07-24 18:33:36,566 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.827, mIoU: 0.238
2023-07-24 18:33:36,579 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.835, mIoU: 0.235
2023-07-24 18:33:36,591 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.830, mIoU: 0.230
2023-07-24 18:33:36,604 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.826, mIoU: 0.225
2023-07-24 18:33:36,619 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.832, mIoU: 0.228
2023-07-24 18:33:36,635 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.837, mIoU: 0.270
2023-07-24 18:33:36,650 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.844, mIoU: 0.274
2023-07-24 18:33:36,666 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.846, mIoU: 0.271
2023-07-24 18:33:36,682 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.844, mIoU: 0.294
2023-07-24 18:33:36,699 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.846, mIoU: 0.307
2023-07-24 18:33:36,716 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.838, mIoU: 0.302
2023-07-24 18:33:36,731 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.839, mIoU: 0.311
2023-07-24 18:33:36,746 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.842, mIoU: 0.309
2023-07-24 18:33:36,758 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.846, mIoU: 0.309
2023-07-24 18:33:36,774 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.843, mIoU: 0.302
2023-07-24 18:33:36,790 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.849, mIoU: 0.302
2023-07-24 18:33:36,804 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.853, mIoU: 0.304
2023-07-24 18:33:36,821 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.857, mIoU: 0.306
2023-07-24 18:33:36,836 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.858, mIoU: 0.306
2023-07-24 18:33:36,852 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.858, mIoU: 0.302
2023-07-24 18:33:36,867 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.859, mIoU: 0.318
2023-07-24 18:33:36,882 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.861, mIoU: 0.319
2023-07-24 18:33:36,895 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.864, mIoU: 0.320
2023-07-24 18:33:36,908 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.867, mIoU: 0.338
2023-07-24 18:33:36,925 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.869, mIoU: 0.346
2023-07-24 18:33:36,938 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.868, mIoU: 0.342
2023-07-24 18:33:36,951 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.858, mIoU: 0.341
2023-07-24 18:33:36,965 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.862, mIoU: 0.341
2023-07-24 18:33:36,979 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.860, mIoU: 0.340
2023-07-24 18:33:36,992 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.861, mIoU: 0.340
2023-07-24 18:33:37,007 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.861, mIoU: 0.341
2023-07-24 18:33:37,022 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.863, mIoU: 0.345
2023-07-24 18:33:37,035 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.864, mIoU: 0.349
2023-07-24 18:33:37,048 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.856, mIoU: 0.343
2023-07-24 18:33:37,063 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.856, mIoU: 0.336
2023-07-24 18:33:37,081 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.856, mIoU: 0.333
2023-07-24 18:33:37,097 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.854, mIoU: 0.333
2023-07-24 18:33:37,114 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.857, mIoU: 0.332
2023-07-24 18:33:37,128 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.859, mIoU: 0.332
2023-07-24 18:33:37,144 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.859, mIoU: 0.330
2023-07-24 18:33:37,160 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.858, mIoU: 0.329
2023-07-24 18:33:37,174 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.857, mIoU: 0.323
2023-07-24 18:33:37,190 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.858, mIoU: 0.323
2023-07-24 18:33:37,208 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.861, mIoU: 0.322
2023-07-24 18:33:37,222 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.861, mIoU: 0.324
2023-07-24 18:33:37,238 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.852, mIoU: 0.329
2023-07-24 18:33:37,252 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.849, mIoU: 0.321
2023-07-24 18:33:37,268 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.850, mIoU: 0.318
2023-07-24 18:33:37,281 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.852, mIoU: 0.318
2023-07-24 18:33:37,299 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.847, mIoU: 0.312
2023-07-24 18:33:37,312 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.849, mIoU: 0.325
2023-07-24 18:33:37,327 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.850, mIoU: 0.325
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2023-07-24 18:33:37,355 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.850, mIoU: 0.337
2023-07-24 18:33:37,371 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.852, mIoU: 0.338
2023-07-24 18:33:37,385 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.848, mIoU: 0.333
2023-07-24 18:33:37,401 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.848, mIoU: 0.339
2023-07-24 18:33:37,414 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.849, mIoU: 0.340
2023-07-24 18:33:37,429 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.848, mIoU: 0.337
2023-07-24 18:33:37,444 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.850, mIoU: 0.337
2023-07-24 18:33:37,459 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.851, mIoU: 0.352
2023-07-24 18:33:37,474 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.853, mIoU: 0.352
2023-07-24 18:33:37,490 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.846, mIoU: 0.346
2023-07-24 18:33:37,499 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.844, mIoU: 0.343
2023-07-24 18:33:37,515 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.842, mIoU: 0.353
2023-07-24 18:33:37,533 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 18:33:37,546 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.834, mIoU: 0.340
2023-07-24 18:33:37,562 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 18:33:37,578 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 18:33:37,594 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 18:33:37,610 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.828, mIoU: 0.335
2023-07-24 18:33:37,625 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 18:33:37,641 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.830, mIoU: 0.336
2023-07-24 18:33:37,657 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.830, mIoU: 0.334
2023-07-24 18:33:37,672 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.829, mIoU: 0.334
2023-07-24 18:33:37,685 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 18:33:37,700 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.828, mIoU: 0.328
2023-07-24 18:33:37,716 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.830, mIoU: 0.329
2023-07-24 18:33:37,731 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 18:33:37,745 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.827, mIoU: 0.324
2023-07-24 18:33:37,760 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 18:33:37,775 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 18:33:37,789 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.827, mIoU: 0.322
2023-07-24 18:33:37,802 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.828, mIoU: 0.323
2023-07-24 18:33:37,817 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 18:33:37,830 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.823, mIoU: 0.321
2023-07-24 18:33:37,845 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.823, mIoU: 0.321
2023-07-24 18:33:37,859 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.823, mIoU: 0.319
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2023-07-24 18:33:37,904 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 18:33:37,918 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.825, mIoU: 0.330
2023-07-24 18:33:37,934 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.823, mIoU: 0.327
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2023-07-24 18:33:37,977 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.824, mIoU: 0.322
2023-07-24 18:33:37,990 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.825, mIoU: 0.326
2023-07-24 18:33:38,004 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.825, mIoU: 0.322
2023-07-24 18:33:38,020 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 18:33:38,036 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 18:33:38,052 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.828, mIoU: 0.325
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2023-07-24 18:33:38,107 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 18:33:38,121 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.828, mIoU: 0.318
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2023-07-24 18:33:38,150 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.830, mIoU: 0.318
2023-07-24 18:33:38,163 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.831, mIoU: 0.318
2023-07-24 18:33:38,178 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.831, mIoU: 0.319
2023-07-24 18:33:38,192 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.833, mIoU: 0.319
2023-07-24 18:33:38,201 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.831, mIoU: 0.318
2023-07-24 18:33:38,212 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.832, mIoU: 0.318
2023-07-24 18:33:38,228 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.827, mIoU: 0.311
2023-07-24 18:33:38,237 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:38,250 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:38,265 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.828, mIoU: 0.316
2023-07-24 18:33:38,280 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-24 18:33:38,293 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-24 18:33:38,309 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:38,322 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:38,335 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.827, mIoU: 0.317
2023-07-24 18:33:38,351 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.824, mIoU: 0.317
2023-07-24 18:33:38,365 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:38,380 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.825, mIoU: 0.311
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2023-07-24 18:33:38,409 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 18:33:38,425 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.826, mIoU: 0.307
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2023-07-24 18:33:38,742 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:38,756 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.826, mIoU: 0.307
2023-07-24 18:33:38,769 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.825, mIoU: 0.304
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2023-07-24 18:33:38,812 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.820, mIoU: 0.304
2023-07-24 18:33:38,828 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.820, mIoU: 0.302
2023-07-24 18:33:38,844 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.820, mIoU: 0.303
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2023-07-24 18:33:38,873 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.819, mIoU: 0.299
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2023-07-24 18:33:39,151 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.822, mIoU: 0.306
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2023-07-24 18:33:39,183 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.822, mIoU: 0.307
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2023-07-24 18:33:39,269 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.820, mIoU: 0.303
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2023-07-24 18:33:40,204 semantic_segmentation INFO: Sample: 263, Validation pixAcc: 0.814, mIoU: 0.305
2023-07-24 18:33:40,219 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.811, mIoU: 0.302
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2023-07-24 18:33:41,660 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.818, mIoU: 0.297
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2023-07-24 18:33:43,083 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.824, mIoU: 0.301
2023-07-24 18:33:43,091 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.824, mIoU: 0.301
2023-07-24 18:33:43,102 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.824, mIoU: 0.301
2023-07-24 18:33:43,115 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.824, mIoU: 0.303
2023-07-24 18:33:43,129 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.824, mIoU: 0.303
2023-07-24 18:33:43,144 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.825, mIoU: 0.303
2023-07-24 18:33:43,157 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.824, mIoU: 0.302
2023-07-24 18:33:43,172 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.824, mIoU: 0.302
2023-07-24 18:33:43,189 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.824, mIoU: 0.302
2023-07-24 18:33:43,204 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.824, mIoU: 0.303
2023-07-24 18:33:43,219 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.824, mIoU: 0.304
2023-07-24 18:33:43,234 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.824, mIoU: 0.304
2023-07-24 18:33:43,247 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.824, mIoU: 0.303
2023-07-24 18:33:43,261 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.823, mIoU: 0.301
2023-07-24 18:33:43,276 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.823, mIoU: 0.302
2023-07-24 18:33:43,289 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.824, mIoU: 0.302
2023-07-24 18:33:43,305 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.824, mIoU: 0.302
2023-07-24 18:33:43,316 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.823, mIoU: 0.301
2023-07-24 18:33:43,330 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.823, mIoU: 0.300
2023-07-24 18:33:43,344 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.823, mIoU: 0.300
2023-07-24 18:33:43,359 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.823, mIoU: 0.302
2023-07-24 18:33:43,374 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.823, mIoU: 0.302
2023-07-24 18:33:43,388 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.823, mIoU: 0.301
2023-07-24 18:33:43,398 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.823, mIoU: 0.301
2023-07-24 18:33:43,411 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.823, mIoU: 0.302
2023-07-24 18:33:43,426 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.824, mIoU: 0.303
2023-07-24 18:33:43,441 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.824, mIoU: 0.304
2023-07-24 18:33:43,454 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.824, mIoU: 0.305
2023-07-24 18:33:43,467 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.824, mIoU: 0.305
2023-07-24 18:33:43,481 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.824, mIoU: 0.307
2023-07-24 18:33:43,496 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,512 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 18:33:43,526 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,535 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,551 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,566 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,579 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 18:33:43,594 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.825, mIoU: 0.309
2023-07-24 18:33:43,609 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.826, mIoU: 0.310
2023-07-24 18:33:43,623 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,638 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:43,652 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.826, mIoU: 0.310
2023-07-24 18:33:43,667 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.825, mIoU: 0.311
2023-07-24 18:33:43,683 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,699 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,714 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,728 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,741 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:43,757 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.825, mIoU: 0.309
2023-07-24 18:33:43,772 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.825, mIoU: 0.309
2023-07-24 18:33:43,786 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.825, mIoU: 0.309
2023-07-24 18:33:43,801 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.825, mIoU: 0.309
2023-07-24 18:33:43,817 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 18:33:43,833 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 18:33:43,849 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:43,863 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:43,878 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.825, mIoU: 0.311
2023-07-24 18:33:43,894 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.825, mIoU: 0.311
2023-07-24 18:33:43,910 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.825, mIoU: 0.311
2023-07-24 18:33:43,925 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:43,940 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:43,954 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:43,969 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:43,985 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:43,998 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,013 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,025 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.826, mIoU: 0.314
2023-07-24 18:33:44,040 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.826, mIoU: 0.314
2023-07-24 18:33:44,053 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,065 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.826, mIoU: 0.314
2023-07-24 18:33:44,077 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.826, mIoU: 0.314
2023-07-24 18:33:44,092 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:44,107 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:44,122 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.826, mIoU: 0.316
2023-07-24 18:33:44,137 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.827, mIoU: 0.317
2023-07-24 18:33:44,146 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.827, mIoU: 0.317
2023-07-24 18:33:44,161 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:44,176 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:44,192 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:44,207 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:44,221 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,234 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,248 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,263 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,278 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,294 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,307 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,320 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,335 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,350 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,365 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,379 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,393 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:44,409 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:44,425 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.825, mIoU: 0.310
2023-07-24 18:33:44,438 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,454 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,469 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,483 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,498 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,513 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,529 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,544 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,558 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 18:33:44,573 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,588 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,605 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 18:33:44,616 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,631 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,646 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:44,659 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,674 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.825, mIoU: 0.311
2023-07-24 18:33:44,687 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 18:33:44,702 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,717 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,732 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,745 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.826, mIoU: 0.312
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2023-07-24 18:33:44,771 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,786 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,801 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.827, mIoU: 0.313
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2023-07-24 18:33:44,831 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,846 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:44,859 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,875 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.827, mIoU: 0.314
2023-07-24 18:33:44,891 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.827, mIoU: 0.314
2023-07-24 18:33:44,904 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,919 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,935 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.828, mIoU: 0.313
2023-07-24 18:33:44,950 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,965 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,980 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:44,992 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 18:33:45,007 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.827, mIoU: 0.312
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2023-07-24 18:33:45,037 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 18:33:45,052 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.828, mIoU: 0.312
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2023-07-24 18:33:45,079 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,093 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.828, mIoU: 0.312
2023-07-24 18:33:45,108 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,123 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,136 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.829, mIoU: 0.311
2023-07-24 18:33:45,151 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.829, mIoU: 0.312
2023-07-24 18:33:45,165 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.829, mIoU: 0.311
2023-07-24 18:33:45,180 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.828, mIoU: 0.309
2023-07-24 18:33:45,194 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.828, mIoU: 0.309
2023-07-24 18:33:45,210 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.828, mIoU: 0.310
2023-07-24 18:33:45,224 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.828, mIoU: 0.310
2023-07-24 18:33:45,239 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.828, mIoU: 0.310
2023-07-24 18:33:45,254 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.828, mIoU: 0.310
2023-07-24 18:33:45,268 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.828, mIoU: 0.309
2023-07-24 18:33:45,280 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.828, mIoU: 0.309
2023-07-24 18:33:45,296 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,311 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,326 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,339 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.828, mIoU: 0.311
2023-07-24 18:33:45,354 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.827, mIoU: 0.310
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2023-07-24 18:33:45,398 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.828, mIoU: 0.309
2023-07-24 18:33:45,413 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.827, mIoU: 0.309
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2023-07-24 18:33:45,443 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.827, mIoU: 0.309
2023-07-24 18:33:45,458 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.826, mIoU: 0.307
2023-07-24 18:33:45,472 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.826, mIoU: 0.307
2023-07-24 18:33:45,486 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.826, mIoU: 0.310
2023-07-24 18:33:45,501 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.825, mIoU: 0.308
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2023-07-24 18:33:45,723 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 18:33:45,736 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.826, mIoU: 0.312
2023-07-24 18:33:45,751 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.826, mIoU: 0.312
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2023-07-24 18:33:45,779 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 18:33:45,794 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.827, mIoU: 0.312
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2023-07-24 18:33:45,826 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.827, mIoU: 0.314
2023-07-24 18:33:45,841 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.826, mIoU: 0.313
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2023-07-24 18:33:45,869 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:45,884 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 18:33:45,899 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:45,912 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:45,925 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:45,939 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.827, mIoU: 0.315
2023-07-24 18:33:45,955 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 18:33:45,970 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.827, mIoU: 0.315
2023-07-24 18:33:45,983 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:45,997 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:46,013 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:46,028 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:46,040 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 18:33:46,053 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 18:33:46,061 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,076 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 18:33:46,091 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,106 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,122 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,136 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,151 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,167 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,182 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,194 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,209 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.829, mIoU: 0.318
2023-07-24 18:33:46,223 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 18:33:46,238 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.828, mIoU: 0.316
2023-07-24 18:33:46,253 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,266 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,279 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.828, mIoU: 0.317
2023-07-24 18:33:46,292 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.828, mIoU: 0.316
2023-07-24 18:33:46,307 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,320 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,334 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:46,348 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:46,362 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,379 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,391 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,405 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,418 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,430 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:46,445 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,460 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,475 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,490 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,505 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,520 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:46,533 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:46,549 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:46,564 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:46,581 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,596 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:46,611 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:46,627 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,639 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.829, mIoU: 0.321
2023-07-24 18:33:46,652 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,665 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:46,680 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:46,697 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:46,711 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,724 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,740 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,755 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:46,770 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,786 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,801 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,815 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,830 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,844 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,858 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,874 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,888 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:46,904 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,917 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,933 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,948 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,961 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:46,974 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:46,990 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:47,005 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,020 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:47,035 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,047 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,060 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,074 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,087 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,102 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,120 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 18:33:47,134 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 18:33:47,149 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.832, mIoU: 0.325
2023-07-24 18:33:47,163 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,178 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,194 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,207 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,220 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.833, mIoU: 0.324
2023-07-24 18:33:47,236 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,251 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.833, mIoU: 0.324
2023-07-24 18:33:47,265 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,280 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.833, mIoU: 0.324
2023-07-24 18:33:47,295 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,309 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.833, mIoU: 0.324
2023-07-24 18:33:47,322 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.833, mIoU: 0.324
2023-07-24 18:33:47,337 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.833, mIoU: 0.325
2023-07-24 18:33:47,352 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,369 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,382 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,396 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,409 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,424 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,436 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:47,449 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,463 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,478 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,490 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,505 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,521 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,537 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:47,553 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:47,567 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:47,579 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:47,594 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:47,608 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:47,621 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.831, mIoU: 0.320
2023-07-24 18:33:47,634 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.831, mIoU: 0.320
2023-07-24 18:33:47,650 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,664 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,677 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,692 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,708 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,723 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,739 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,752 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,765 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,780 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,795 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,811 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,826 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,838 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:47,851 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:47,863 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,878 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:47,894 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,909 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,923 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,934 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:47,947 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-24 18:33:47,962 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:47,977 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:47,990 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:48,005 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:48,018 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,033 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:48,046 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:48,061 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:48,074 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,089 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,104 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,116 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,132 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,148 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,163 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,178 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,194 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,209 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,224 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.832, mIoU: 0.324
2023-07-24 18:33:48,238 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,253 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,268 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,281 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,295 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,308 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,324 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,338 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,355 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,370 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,382 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,396 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,413 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,428 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,441 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,457 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,471 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,485 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,499 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,515 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:48,529 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,543 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,554 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,571 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:48,586 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:48,601 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:48,614 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:48,629 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,644 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,659 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,674 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,688 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,703 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 18:33:48,716 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 18:33:48,731 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.831, mIoU: 0.327
2023-07-24 18:33:48,745 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,758 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,774 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,787 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 18:33:48,802 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,817 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,832 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,847 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,862 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 18:33:48,876 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.830, mIoU: 0.324
2023-07-24 18:33:48,891 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,907 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,921 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,937 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:48,952 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,962 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,976 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:48,989 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:49,004 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 18:33:49,018 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,034 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,047 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,062 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,076 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,090 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,106 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,122 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,135 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,150 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,165 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,180 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,194 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,209 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,224 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:49,239 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,253 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,268 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,283 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,296 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,311 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,326 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,338 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,353 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,366 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,380 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,394 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,409 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,424 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,439 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,454 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,467 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,480 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.831, mIoU: 0.324
2023-07-24 18:33:49,495 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,508 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,521 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,536 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,551 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:49,566 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,583 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,597 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,610 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:49,626 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,642 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,655 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,670 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,684 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,699 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,714 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,730 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,746 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,760 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,769 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,785 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,800 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,813 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,828 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:49,842 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,857 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:49,870 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:49,884 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:49,899 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 18:33:49,914 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,929 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,944 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,960 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,976 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:49,989 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 18:33:50,004 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.832, mIoU: 0.320
2023-07-24 18:33:50,020 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.832, mIoU: 0.320
2023-07-24 18:33:50,034 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.831, mIoU: 0.320
2023-07-24 18:33:50,047 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.831, mIoU: 0.320
2023-07-24 18:33:50,062 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.830, mIoU: 0.319
2023-07-24 18:33:50,078 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,093 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,100 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,113 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,127 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,140 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,151 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,166 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,181 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,196 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.831, mIoU: 0.320
2023-07-24 18:33:50,208 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,221 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,236 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,246 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,262 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,275 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,289 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,304 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,319 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,334 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,346 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,359 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,374 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,388 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,403 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,418 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,431 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,441 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,452 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,465 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.830, mIoU: 0.323
2023-07-24 18:33:50,476 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,491 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.831, mIoU: 0.323
2023-07-24 18:33:50,504 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,519 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.830, mIoU: 0.322
2023-07-24 18:33:50,534 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,549 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,563 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,578 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,594 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,609 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,625 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,639 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,654 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,669 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,685 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,698 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,711 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,726 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,739 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,755 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:50,768 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,783 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,798 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,816 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:50,832 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,845 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,860 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,875 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,890 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,905 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,918 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,931 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,946 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.831, mIoU: 0.321
2023-07-24 18:33:50,960 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,975 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:50,990 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,005 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:51,021 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 18:33:51,035 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,050 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,063 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,078 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,088 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:51,101 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.830, mIoU: 0.321
2023-07-24 18:33:51,116 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.830, mIoU: 0.320
2023-07-24 18:33:51,128 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:51,143 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:51,157 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:51,172 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,188 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,203 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:51,218 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.829, mIoU: 0.319
2023-07-24 18:33:51,233 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:51,245 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:51,260 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.829, mIoU: 0.320
2023-07-24 18:33:51,273 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,288 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,302 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,315 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,330 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,343 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,358 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.827, mIoU: 0.318
2023-07-24 18:33:51,373 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:51,388 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.827, mIoU: 0.318
2023-07-24 18:33:51,403 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.827, mIoU: 0.318
2023-07-24 18:33:51,418 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:51,431 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:51,444 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.828, mIoU: 0.318
2023-07-24 18:33:51,459 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.828, mIoU: 0.319
2023-07-24 18:33:51,473 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,486 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,502 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,516 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,531 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,544 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,557 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,573 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,588 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,604 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,617 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,630 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,645 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,660 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,675 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,690 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,705 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.828, mIoU: 0.320
2023-07-24 18:33:51,719 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,734 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,748 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,764 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 18:33:51,778 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 18:33:51,792 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 18:33:51,807 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 18:33:51,820 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 18:33:51,836 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.827, mIoU: 0.319
2023-07-24 18:33:51,851 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.827, mIoU: 0.319
2023-07-24 18:33:51,866 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.826, mIoU: 0.319
2023-07-24 18:33:51,879 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.826, mIoU: 0.318
2023-07-24 18:33:51,894 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.825, mIoU: 0.318
2023-07-24 18:33:51,909 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.825, mIoU: 0.318
2023-07-24 18:33:51,925 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.826, mIoU: 0.318
2023-07-24 18:33:51,938 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.826, mIoU: 0.318
2023-07-24 18:33:51,953 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:51,967 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.825, mIoU: 0.318
2023-07-24 18:33:51,982 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:51,997 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,012 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,027 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,041 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,056 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,072 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,085 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.825, mIoU: 0.317
2023-07-24 18:33:52,101 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.825, mIoU: 0.316
2023-07-24 18:33:52,114 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.824, mIoU: 0.316
2023-07-24 18:33:52,122 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.824, mIoU: 0.316
2023-07-24 18:33:52,137 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.824, mIoU: 0.316
2023-07-24 18:33:52,152 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.824, mIoU: 0.316
2023-07-24 18:33:52,165 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.824, mIoU: 0.316
2023-07-24 18:33:52,181 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,196 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,208 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,222 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,236 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,251 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,266 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,283 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,297 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,313 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,328 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,341 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,355 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,370 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:52,385 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,397 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,410 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,425 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,440 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,455 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,470 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,483 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,498 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,513 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,526 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,541 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,556 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,571 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,586 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,599 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,614 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,628 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,643 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,658 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,671 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,686 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,699 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,712 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,725 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,739 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,754 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,769 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,784 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,794 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,807 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,823 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,839 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,851 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,866 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,882 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.824, mIoU: 0.313
2023-07-24 18:33:52,897 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,910 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,924 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,939 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,952 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,967 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,980 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:52,992 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,007 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,022 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,036 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,052 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,065 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,079 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:53,094 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:53,107 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,122 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.824, mIoU: 0.314
2023-07-24 18:33:53,136 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.824, mIoU: 0.315
2023-07-24 18:33:53,151 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,166 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,179 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,192 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,207 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,222 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,236 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,249 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,264 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,281 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.823, mIoU: 0.314
2023-07-24 18:33:53,294 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,304 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,319 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,334 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,349 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,363 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,376 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,390 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,404 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.823, mIoU: 0.315
2023-07-24 18:33:53,417 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.822, mIoU: 0.316
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2023-07-24 18:33:53,462 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.823, mIoU: 0.316
2023-07-24 18:33:53,478 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.823, mIoU: 0.317
2023-07-24 18:33:53,494 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.823, mIoU: 0.316
2023-07-24 18:33:53,509 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.823, mIoU: 0.316
2023-07-24 18:33:53,523 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.822, mIoU: 0.316
2023-07-24 18:33:53,538 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.823, mIoU: 0.316
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2023-07-24 18:33:53,597 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,610 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,625 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,637 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,652 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,668 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,683 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.822, mIoU: 0.314
2023-07-24 18:33:53,695 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.821, mIoU: 0.314
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2023-07-24 18:33:53,726 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.821, mIoU: 0.313
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2023-07-24 18:33:53,767 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.821, mIoU: 0.312
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2023-07-24 18:33:53,822 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 18:33:53,837 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 18:33:53,850 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 18:33:53,862 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 18:33:53,877 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.821, mIoU: 0.312
2023-07-24 18:33:53,891 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.820, mIoU: 0.311
2023-07-24 18:33:53,906 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:53,919 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.820, mIoU: 0.310
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2023-07-24 18:33:53,948 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.820, mIoU: 0.310
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2023-07-24 18:33:53,990 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.820, mIoU: 0.310
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2023-07-24 18:33:54,020 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,036 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,049 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,064 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,078 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.819, mIoU: 0.309
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2023-07-24 18:33:54,121 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,134 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.819, mIoU: 0.308
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2023-07-24 18:33:54,192 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,205 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,220 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,235 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,248 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,261 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,277 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,292 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,307 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,322 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,337 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,353 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,366 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,380 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,395 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,408 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,423 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,438 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,453 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,468 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:54,482 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,497 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,512 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,526 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,541 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:54,555 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,570 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:54,584 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,600 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,614 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,627 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,640 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,655 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,670 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,683 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,698 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,713 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,728 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,743 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,757 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,772 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,787 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,799 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,812 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,825 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,839 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,852 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,867 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,882 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,895 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,908 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,923 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,935 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,949 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,964 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,980 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:54,995 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,010 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,023 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,038 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,053 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,067 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,082 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,097 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,113 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,126 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,140 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,156 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,170 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,184 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,197 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.819, mIoU: 0.308
2023-07-24 18:33:55,211 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:55,226 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:55,240 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:55,255 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.819, mIoU: 0.310
2023-07-24 18:33:55,267 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.819, mIoU: 0.310
2023-07-24 18:33:55,281 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:55,297 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.819, mIoU: 0.309
2023-07-24 18:33:55,312 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,328 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,343 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,358 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,374 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,385 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,399 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:55,413 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,427 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,445 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,460 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,475 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,488 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,501 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,515 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,530 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,544 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,559 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,574 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,587 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,602 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,617 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,629 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,644 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,658 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,671 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,686 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,698 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,714 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,730 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,745 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,761 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,774 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,788 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,802 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.821, mIoU: 0.311
2023-07-24 18:33:55,818 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.820, mIoU: 0.311
2023-07-24 18:33:55,832 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,846 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,859 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,875 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,890 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,906 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,918 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,933 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,949 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,964 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,979 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:55,994 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:56,001 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:56,016 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,028 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,040 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,055 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,069 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,083 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,098 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,113 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,128 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:56,144 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,157 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,172 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,188 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,204 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,219 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,234 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,251 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,264 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,279 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,294 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,309 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,322 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,335 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,350 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,365 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,380 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,395 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,410 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,425 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,440 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,453 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,468 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,481 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,496 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,512 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,527 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,541 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,554 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,570 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,584 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,600 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,614 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,629 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,644 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,659 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,672 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,686 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,699 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,714 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,729 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.820, mIoU: 0.308
2023-07-24 18:33:56,745 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,760 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,776 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,790 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,800 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,815 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,829 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,844 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,859 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:33:56,873 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:56,889 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.820, mIoU: 0.310
2023-07-24 18:33:56,900 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:56,910 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.821, mIoU: 0.309
2023-07-24 18:33:56,926 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:56,941 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.821, mIoU: 0.309
2023-07-24 18:33:56,955 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:56,969 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:56,984 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:56,998 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,011 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,026 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,040 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,054 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,068 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,081 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,095 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,109 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,123 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,136 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,151 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,165 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,180 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,195 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,208 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,222 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,236 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.821, mIoU: 0.310
2023-07-24 18:33:57,253 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.820, mIoU: 0.309
2023-07-24 18:34:14,159 semantic_segmentation INFO: Iters: 16010/150000 || Lr: 0.018068 || Task Loss: 1.4133 || KD Loss: 0.7438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:56 || Estimated Time: 2 days, 17:07:49
2023-07-24 18:34:31,134 semantic_segmentation INFO: Iters: 16020/150000 || Lr: 0.018067 || Task Loss: 0.7287 || KD Loss: 0.2873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:13 || Estimated Time: 2 days, 17:07:27
2023-07-24 18:34:48,085 semantic_segmentation INFO: Iters: 16030/150000 || Lr: 0.018066 || Task Loss: 1.0052 || KD Loss: 0.3560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:30 || Estimated Time: 2 days, 17:07:05
2023-07-24 18:35:05,073 semantic_segmentation INFO: Iters: 16040/150000 || Lr: 0.018065 || Task Loss: 0.7511 || KD Loss: 0.3585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:47 || Estimated Time: 2 days, 17:06:43
2023-07-24 18:35:22,210 semantic_segmentation INFO: Iters: 16050/150000 || Lr: 0.018063 || Task Loss: 0.8749 || KD Loss: 0.3243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:04 || Estimated Time: 2 days, 17:06:22
2023-07-24 18:35:39,332 semantic_segmentation INFO: Iters: 16060/150000 || Lr: 0.018062 || Task Loss: 0.9707 || KD Loss: 0.3729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:21 || Estimated Time: 2 days, 17:06:02
2023-07-24 18:35:56,317 semantic_segmentation INFO: Iters: 16070/150000 || Lr: 0.018061 || Task Loss: 1.4267 || KD Loss: 0.6884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:38 || Estimated Time: 2 days, 17:05:40
2023-07-24 18:36:13,345 semantic_segmentation INFO: Iters: 16080/150000 || Lr: 0.018060 || Task Loss: 1.4771 || KD Loss: 0.7412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:55 || Estimated Time: 2 days, 17:05:19
2023-07-24 18:36:30,457 semantic_segmentation INFO: Iters: 16090/150000 || Lr: 0.018059 || Task Loss: 1.2414 || KD Loss: 0.5678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:12 || Estimated Time: 2 days, 17:04:58
2023-07-24 18:36:47,459 semantic_segmentation INFO: Iters: 16100/150000 || Lr: 0.018057 || Task Loss: 1.4056 || KD Loss: 0.5567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:29 || Estimated Time: 2 days, 17:04:37
2023-07-24 18:37:04,662 semantic_segmentation INFO: Iters: 16110/150000 || Lr: 0.018056 || Task Loss: 1.2468 || KD Loss: 0.5380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:46 || Estimated Time: 2 days, 17:04:16
2023-07-24 18:37:21,841 semantic_segmentation INFO: Iters: 16120/150000 || Lr: 0.018055 || Task Loss: 0.8359 || KD Loss: 0.3401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:04 || Estimated Time: 2 days, 17:03:56
2023-07-24 18:37:38,892 semantic_segmentation INFO: Iters: 16130/150000 || Lr: 0.018054 || Task Loss: 1.2164 || KD Loss: 0.3977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:21 || Estimated Time: 2 days, 17:03:35
2023-07-24 18:37:55,958 semantic_segmentation INFO: Iters: 16140/150000 || Lr: 0.018052 || Task Loss: 1.1360 || KD Loss: 0.4863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:38 || Estimated Time: 2 days, 17:03:14
2023-07-24 18:38:13,127 semantic_segmentation INFO: Iters: 16150/150000 || Lr: 0.018051 || Task Loss: 1.1402 || KD Loss: 0.4465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:55 || Estimated Time: 2 days, 17:02:54
2023-07-24 18:38:30,266 semantic_segmentation INFO: Iters: 16160/150000 || Lr: 0.018050 || Task Loss: 1.1016 || KD Loss: 0.5109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:12 || Estimated Time: 2 days, 17:02:33
2023-07-24 18:38:47,265 semantic_segmentation INFO: Iters: 16170/150000 || Lr: 0.018049 || Task Loss: 0.9751 || KD Loss: 0.3428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:29 || Estimated Time: 2 days, 17:02:12
2023-07-24 18:39:04,463 semantic_segmentation INFO: Iters: 16180/150000 || Lr: 0.018048 || Task Loss: 1.1019 || KD Loss: 0.4428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:46 || Estimated Time: 2 days, 17:01:52
2023-07-24 18:39:21,530 semantic_segmentation INFO: Iters: 16190/150000 || Lr: 0.018046 || Task Loss: 0.8523 || KD Loss: 0.3637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:03 || Estimated Time: 2 days, 17:01:31
2023-07-24 18:39:38,627 semantic_segmentation INFO: Iters: 16200/150000 || Lr: 0.018045 || Task Loss: 0.7804 || KD Loss: 0.3754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:20 || Estimated Time: 2 days, 17:01:10
2023-07-24 18:39:55,692 semantic_segmentation INFO: Iters: 16210/150000 || Lr: 0.018044 || Task Loss: 0.6791 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:37 || Estimated Time: 2 days, 17:00:49
2023-07-24 18:40:12,796 semantic_segmentation INFO: Iters: 16220/150000 || Lr: 0.018043 || Task Loss: 1.1479 || KD Loss: 0.5139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:55 || Estimated Time: 2 days, 17:00:28
2023-07-24 18:40:29,798 semantic_segmentation INFO: Iters: 16230/150000 || Lr: 0.018042 || Task Loss: 0.9847 || KD Loss: 0.3570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:12 || Estimated Time: 2 days, 17:00:07
2023-07-24 18:40:46,852 semantic_segmentation INFO: Iters: 16240/150000 || Lr: 0.018040 || Task Loss: 0.9388 || KD Loss: 0.3498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:29 || Estimated Time: 2 days, 16:59:45
2023-07-24 18:41:03,939 semantic_segmentation INFO: Iters: 16250/150000 || Lr: 0.018039 || Task Loss: 0.9808 || KD Loss: 0.3071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:46 || Estimated Time: 2 days, 16:59:25
2023-07-24 18:41:21,019 semantic_segmentation INFO: Iters: 16260/150000 || Lr: 0.018038 || Task Loss: 0.7650 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:03 || Estimated Time: 2 days, 16:59:04
2023-07-24 18:41:38,083 semantic_segmentation INFO: Iters: 16270/150000 || Lr: 0.018037 || Task Loss: 0.8479 || KD Loss: 0.2592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:20 || Estimated Time: 2 days, 16:58:43
2023-07-24 18:41:55,121 semantic_segmentation INFO: Iters: 16280/150000 || Lr: 0.018035 || Task Loss: 1.6195 || KD Loss: 0.8911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:37 || Estimated Time: 2 days, 16:58:22
2023-07-24 18:42:12,147 semantic_segmentation INFO: Iters: 16290/150000 || Lr: 0.018034 || Task Loss: 1.3303 || KD Loss: 0.4888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:54 || Estimated Time: 2 days, 16:58:00
2023-07-24 18:42:29,414 semantic_segmentation INFO: Iters: 16300/150000 || Lr: 0.018033 || Task Loss: 0.9540 || KD Loss: 0.4289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:11 || Estimated Time: 2 days, 16:57:41
2023-07-24 18:42:46,463 semantic_segmentation INFO: Iters: 16310/150000 || Lr: 0.018032 || Task Loss: 1.0176 || KD Loss: 0.5029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:28 || Estimated Time: 2 days, 16:57:20
2023-07-24 18:43:03,521 semantic_segmentation INFO: Iters: 16320/150000 || Lr: 0.018031 || Task Loss: 0.8816 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:45 || Estimated Time: 2 days, 16:56:59
2023-07-24 18:43:20,520 semantic_segmentation INFO: Iters: 16330/150000 || Lr: 0.018029 || Task Loss: 0.7595 || KD Loss: 0.3202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:02 || Estimated Time: 2 days, 16:56:37
2023-07-24 18:43:37,532 semantic_segmentation INFO: Iters: 16340/150000 || Lr: 0.018028 || Task Loss: 1.0437 || KD Loss: 0.3593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:19 || Estimated Time: 2 days, 16:56:16
2023-07-24 18:43:54,467 semantic_segmentation INFO: Iters: 16350/150000 || Lr: 0.018027 || Task Loss: 1.2463 || KD Loss: 0.4990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:36 || Estimated Time: 2 days, 16:55:54
2023-07-24 18:44:11,741 semantic_segmentation INFO: Iters: 16360/150000 || Lr: 0.018026 || Task Loss: 0.8638 || KD Loss: 0.3460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:54 || Estimated Time: 2 days, 16:55:35
2023-07-24 18:44:28,666 semantic_segmentation INFO: Iters: 16370/150000 || Lr: 0.018025 || Task Loss: 1.0195 || KD Loss: 0.4049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:10 || Estimated Time: 2 days, 16:55:13
2023-07-24 18:44:45,764 semantic_segmentation INFO: Iters: 16380/150000 || Lr: 0.018023 || Task Loss: 0.8303 || KD Loss: 0.3258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:28 || Estimated Time: 2 days, 16:54:52
2023-07-24 18:45:02,870 semantic_segmentation INFO: Iters: 16390/150000 || Lr: 0.018022 || Task Loss: 1.1373 || KD Loss: 0.4773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:45 || Estimated Time: 2 days, 16:54:31
2023-07-24 18:45:19,807 semantic_segmentation INFO: Iters: 16400/150000 || Lr: 0.018021 || Task Loss: 1.2605 || KD Loss: 0.5218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:02 || Estimated Time: 2 days, 16:54:09
2023-07-24 18:45:36,794 semantic_segmentation INFO: Iters: 16410/150000 || Lr: 0.018020 || Task Loss: 1.2515 || KD Loss: 0.4705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:19 || Estimated Time: 2 days, 16:53:48
2023-07-24 18:45:53,730 semantic_segmentation INFO: Iters: 16420/150000 || Lr: 0.018018 || Task Loss: 0.9426 || KD Loss: 0.3597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:36 || Estimated Time: 2 days, 16:53:26
2023-07-24 18:46:10,780 semantic_segmentation INFO: Iters: 16430/150000 || Lr: 0.018017 || Task Loss: 1.2907 || KD Loss: 0.5748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:53 || Estimated Time: 2 days, 16:53:05
2023-07-24 18:46:27,809 semantic_segmentation INFO: Iters: 16440/150000 || Lr: 0.018016 || Task Loss: 1.1347 || KD Loss: 0.3850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:10 || Estimated Time: 2 days, 16:52:43
2023-07-24 18:46:45,165 semantic_segmentation INFO: Iters: 16450/150000 || Lr: 0.018015 || Task Loss: 1.1212 || KD Loss: 0.4769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:27 || Estimated Time: 2 days, 16:52:25
2023-07-24 18:47:01,984 semantic_segmentation INFO: Iters: 16460/150000 || Lr: 0.018014 || Task Loss: 1.5011 || KD Loss: 0.8462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:44 || Estimated Time: 2 days, 16:52:02
2023-07-24 18:47:18,849 semantic_segmentation INFO: Iters: 16470/150000 || Lr: 0.018012 || Task Loss: 0.8907 || KD Loss: 0.3826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:01 || Estimated Time: 2 days, 16:51:40
2023-07-24 18:47:35,848 semantic_segmentation INFO: Iters: 16480/150000 || Lr: 0.018011 || Task Loss: 1.3116 || KD Loss: 0.5642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:18 || Estimated Time: 2 days, 16:51:18
2023-07-24 18:47:52,988 semantic_segmentation INFO: Iters: 16490/150000 || Lr: 0.018010 || Task Loss: 1.4079 || KD Loss: 0.7086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:35 || Estimated Time: 2 days, 16:50:58
2023-07-24 18:48:09,915 semantic_segmentation INFO: Iters: 16500/150000 || Lr: 0.018009 || Task Loss: 1.3972 || KD Loss: 0.5043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:52 || Estimated Time: 2 days, 16:50:36
2023-07-24 18:48:26,720 semantic_segmentation INFO: Iters: 16510/150000 || Lr: 0.018008 || Task Loss: 1.2240 || KD Loss: 0.5678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:09 || Estimated Time: 2 days, 16:50:13
2023-07-24 18:48:43,704 semantic_segmentation INFO: Iters: 16520/150000 || Lr: 0.018006 || Task Loss: 1.2913 || KD Loss: 0.5931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:25 || Estimated Time: 2 days, 16:49:51
2023-07-24 18:49:00,768 semantic_segmentation INFO: Iters: 16530/150000 || Lr: 0.018005 || Task Loss: 0.7960 || KD Loss: 0.3265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:43 || Estimated Time: 2 days, 16:49:30
2023-07-24 18:49:17,701 semantic_segmentation INFO: Iters: 16540/150000 || Lr: 0.018004 || Task Loss: 1.2769 || KD Loss: 0.4840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:59 || Estimated Time: 2 days, 16:49:08
2023-07-24 18:49:34,702 semantic_segmentation INFO: Iters: 16550/150000 || Lr: 0.018003 || Task Loss: 1.1299 || KD Loss: 0.4479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:16 || Estimated Time: 2 days, 16:48:47
2023-07-24 18:49:51,679 semantic_segmentation INFO: Iters: 16560/150000 || Lr: 0.018001 || Task Loss: 0.7581 || KD Loss: 0.3123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:33 || Estimated Time: 2 days, 16:48:25
2023-07-24 18:50:08,666 semantic_segmentation INFO: Iters: 16570/150000 || Lr: 0.018000 || Task Loss: 0.9192 || KD Loss: 0.3190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:50 || Estimated Time: 2 days, 16:48:04
2023-07-24 18:50:25,689 semantic_segmentation INFO: Iters: 16580/150000 || Lr: 0.017999 || Task Loss: 1.2236 || KD Loss: 0.6399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:07 || Estimated Time: 2 days, 16:47:43
2023-07-24 18:50:42,755 semantic_segmentation INFO: Iters: 16590/150000 || Lr: 0.017998 || Task Loss: 1.1810 || KD Loss: 0.5641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:25 || Estimated Time: 2 days, 16:47:22
2023-07-24 18:50:59,875 semantic_segmentation INFO: Iters: 16600/150000 || Lr: 0.017997 || Task Loss: 1.1638 || KD Loss: 0.4686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:42 || Estimated Time: 2 days, 16:47:02
2023-07-24 18:51:17,011 semantic_segmentation INFO: Iters: 16610/150000 || Lr: 0.017995 || Task Loss: 0.8502 || KD Loss: 0.4252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:59 || Estimated Time: 2 days, 16:46:41
2023-07-24 18:51:34,299 semantic_segmentation INFO: Iters: 16620/150000 || Lr: 0.017994 || Task Loss: 1.1276 || KD Loss: 0.5225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:16 || Estimated Time: 2 days, 16:46:22
2023-07-24 18:51:51,300 semantic_segmentation INFO: Iters: 16630/150000 || Lr: 0.017993 || Task Loss: 0.9831 || KD Loss: 0.3450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:33 || Estimated Time: 2 days, 16:46:01
2023-07-24 18:52:08,298 semantic_segmentation INFO: Iters: 16640/150000 || Lr: 0.017992 || Task Loss: 0.6815 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:50 || Estimated Time: 2 days, 16:45:39
2023-07-24 18:52:25,290 semantic_segmentation INFO: Iters: 16650/150000 || Lr: 0.017991 || Task Loss: 1.3027 || KD Loss: 0.5820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:07 || Estimated Time: 2 days, 16:45:18
2023-07-24 18:52:42,302 semantic_segmentation INFO: Iters: 16660/150000 || Lr: 0.017989 || Task Loss: 1.0278 || KD Loss: 0.5227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:24 || Estimated Time: 2 days, 16:44:57
2023-07-24 18:52:59,265 semantic_segmentation INFO: Iters: 16670/150000 || Lr: 0.017988 || Task Loss: 1.2087 || KD Loss: 0.6147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:41 || Estimated Time: 2 days, 16:44:35
2023-07-24 18:53:16,564 semantic_segmentation INFO: Iters: 16680/150000 || Lr: 0.017987 || Task Loss: 1.0164 || KD Loss: 0.3446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:58 || Estimated Time: 2 days, 16:44:16
2023-07-24 18:53:33,554 semantic_segmentation INFO: Iters: 16690/150000 || Lr: 0.017986 || Task Loss: 0.9595 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:15 || Estimated Time: 2 days, 16:43:55
2023-07-24 18:53:50,484 semantic_segmentation INFO: Iters: 16700/150000 || Lr: 0.017984 || Task Loss: 1.0893 || KD Loss: 0.5304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:32 || Estimated Time: 2 days, 16:43:33
2023-07-24 18:54:07,509 semantic_segmentation INFO: Iters: 16710/150000 || Lr: 0.017983 || Task Loss: 1.0230 || KD Loss: 0.4539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:49 || Estimated Time: 2 days, 16:43:12
2023-07-24 18:54:24,630 semantic_segmentation INFO: Iters: 16720/150000 || Lr: 0.017982 || Task Loss: 0.6737 || KD Loss: 0.2140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:06 || Estimated Time: 2 days, 16:42:51
2023-07-24 18:54:41,894 semantic_segmentation INFO: Iters: 16730/150000 || Lr: 0.017981 || Task Loss: 1.5820 || KD Loss: 0.7336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:24 || Estimated Time: 2 days, 16:42:32
2023-07-24 18:54:59,100 semantic_segmentation INFO: Iters: 16740/150000 || Lr: 0.017980 || Task Loss: 0.9404 || KD Loss: 0.3374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:41 || Estimated Time: 2 days, 16:42:13
2023-07-24 18:55:16,110 semantic_segmentation INFO: Iters: 16750/150000 || Lr: 0.017978 || Task Loss: 0.7978 || KD Loss: 0.2559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:58 || Estimated Time: 2 days, 16:41:51
2023-07-24 18:55:33,104 semantic_segmentation INFO: Iters: 16760/150000 || Lr: 0.017977 || Task Loss: 1.7016 || KD Loss: 0.8566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:15 || Estimated Time: 2 days, 16:41:30
2023-07-24 18:55:50,096 semantic_segmentation INFO: Iters: 16770/150000 || Lr: 0.017976 || Task Loss: 1.0643 || KD Loss: 0.4381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:32 || Estimated Time: 2 days, 16:41:09
2023-07-24 18:56:07,229 semantic_segmentation INFO: Iters: 16780/150000 || Lr: 0.017975 || Task Loss: 1.1107 || KD Loss: 0.6069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:49 || Estimated Time: 2 days, 16:40:49
2023-07-24 18:56:24,321 semantic_segmentation INFO: Iters: 16790/150000 || Lr: 0.017974 || Task Loss: 0.9739 || KD Loss: 0.3646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:06 || Estimated Time: 2 days, 16:40:28
2023-07-24 18:56:41,504 semantic_segmentation INFO: Iters: 16800/150000 || Lr: 0.017972 || Task Loss: 0.8147 || KD Loss: 0.3653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:23 || Estimated Time: 2 days, 16:40:08
2023-07-24 18:56:41,629 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:56:42,014 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.880, mIoU: 0.064
2023-07-24 18:56:42,043 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.698, mIoU: 0.076
2023-07-24 18:56:42,055 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.775, mIoU: 0.079
2023-07-24 18:56:42,069 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.758, mIoU: 0.078
2023-07-24 18:56:42,082 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.760, mIoU: 0.136
2023-07-24 18:56:42,095 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.780, mIoU: 0.180
2023-07-24 18:56:42,109 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.788, mIoU: 0.205
2023-07-24 18:56:42,124 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.813, mIoU: 0.221
2023-07-24 18:56:42,136 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.812, mIoU: 0.220
2023-07-24 18:56:42,151 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.811, mIoU: 0.218
2023-07-24 18:56:42,166 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.805, mIoU: 0.217
2023-07-24 18:56:42,181 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.817, mIoU: 0.218
2023-07-24 18:56:42,194 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.787, mIoU: 0.216
2023-07-24 18:56:42,209 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.780, mIoU: 0.209
2023-07-24 18:56:42,224 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.776, mIoU: 0.207
2023-07-24 18:56:42,237 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.781, mIoU: 0.203
2023-07-24 18:56:42,247 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.777, mIoU: 0.200
2023-07-24 18:56:42,260 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.762, mIoU: 0.196
2023-07-24 18:56:42,275 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.769, mIoU: 0.191
2023-07-24 18:56:42,292 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.778, mIoU: 0.215
2023-07-24 18:56:42,306 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.772, mIoU: 0.196
2023-07-24 18:56:42,323 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.775, mIoU: 0.194
2023-07-24 18:56:42,340 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.766, mIoU: 0.199
2023-07-24 18:56:42,357 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.769, mIoU: 0.196
2023-07-24 18:56:42,374 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.767, mIoU: 0.195
2023-07-24 18:56:42,388 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.769, mIoU: 0.208
2023-07-24 18:56:42,404 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.774, mIoU: 0.207
2023-07-24 18:56:42,416 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.764, mIoU: 0.194
2023-07-24 18:56:42,433 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.764, mIoU: 0.192
2023-07-24 18:56:42,448 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.773, mIoU: 0.193
2023-07-24 18:56:42,463 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.771, mIoU: 0.185
2023-07-24 18:56:42,480 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.778, mIoU: 0.188
2023-07-24 18:56:42,495 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.781, mIoU: 0.194
2023-07-24 18:56:42,511 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.784, mIoU: 0.193
2023-07-24 18:56:42,526 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.784, mIoU: 0.206
2023-07-24 18:56:42,540 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.788, mIoU: 0.208
2023-07-24 18:56:42,554 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.792, mIoU: 0.211
2023-07-24 18:56:42,566 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.797, mIoU: 0.224
2023-07-24 18:56:42,582 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.802, mIoU: 0.233
2023-07-24 18:56:42,595 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.803, mIoU: 0.231
2023-07-24 18:56:42,608 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.803, mIoU: 0.250
2023-07-24 18:56:42,622 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.808, mIoU: 0.250
2023-07-24 18:56:42,636 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.805, mIoU: 0.249
2023-07-24 18:56:42,649 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.805, mIoU: 0.247
2023-07-24 18:56:42,664 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.806, mIoU: 0.254
2023-07-24 18:56:42,679 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.807, mIoU: 0.257
2023-07-24 18:56:42,692 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.809, mIoU: 0.261
2023-07-24 18:56:42,704 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.804, mIoU: 0.260
2023-07-24 18:56:42,718 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.803, mIoU: 0.263
2023-07-24 18:56:42,735 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.803, mIoU: 0.260
2023-07-24 18:56:42,751 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.804, mIoU: 0.260
2023-07-24 18:56:42,767 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.808, mIoU: 0.259
2023-07-24 18:56:42,781 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.810, mIoU: 0.255
2023-07-24 18:56:42,797 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.811, mIoU: 0.256
2023-07-24 18:56:42,813 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.811, mIoU: 0.254
2023-07-24 18:56:42,826 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.811, mIoU: 0.253
2023-07-24 18:56:42,842 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.813, mIoU: 0.252
2023-07-24 18:56:42,859 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.817, mIoU: 0.251
2023-07-24 18:56:42,873 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.819, mIoU: 0.255
2023-07-24 18:56:42,888 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.808, mIoU: 0.246
2023-07-24 18:56:42,902 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.804, mIoU: 0.244
2023-07-24 18:56:42,917 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.805, mIoU: 0.243
2023-07-24 18:56:42,930 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.808, mIoU: 0.243
2023-07-24 18:56:42,948 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.808, mIoU: 0.257
2023-07-24 18:56:42,961 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.810, mIoU: 0.267
2023-07-24 18:56:42,976 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.811, mIoU: 0.268
2023-07-24 18:56:42,992 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.814, mIoU: 0.268
2023-07-24 18:56:43,005 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.814, mIoU: 0.274
2023-07-24 18:56:43,020 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.815, mIoU: 0.276
2023-07-24 18:56:43,035 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.812, mIoU: 0.273
2023-07-24 18:56:43,050 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.812, mIoU: 0.288
2023-07-24 18:56:43,063 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.814, mIoU: 0.289
2023-07-24 18:56:43,078 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.812, mIoU: 0.282
2023-07-24 18:56:43,093 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.814, mIoU: 0.281
2023-07-24 18:56:43,107 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.816, mIoU: 0.299
2023-07-24 18:56:43,123 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.813, mIoU: 0.292
2023-07-24 18:56:43,138 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.811, mIoU: 0.290
2023-07-24 18:56:43,147 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.810, mIoU: 0.289
2023-07-24 18:56:43,163 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.810, mIoU: 0.301
2023-07-24 18:56:43,179 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.806, mIoU: 0.296
2023-07-24 18:56:43,193 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.808, mIoU: 0.304
2023-07-24 18:56:43,208 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:43,223 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:43,238 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.803, mIoU: 0.298
2023-07-24 18:56:43,254 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.802, mIoU: 0.295
2023-07-24 18:56:43,270 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.802, mIoU: 0.294
2023-07-24 18:56:43,285 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.802, mIoU: 0.292
2023-07-24 18:56:43,300 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.802, mIoU: 0.290
2023-07-24 18:56:43,315 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.801, mIoU: 0.290
2023-07-24 18:56:43,329 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.802, mIoU: 0.290
2023-07-24 18:56:43,344 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.803, mIoU: 0.293
2023-07-24 18:56:43,359 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.805, mIoU: 0.294
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2023-07-24 18:56:43,389 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.807, mIoU: 0.307
2023-07-24 18:56:43,404 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.802, mIoU: 0.304
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2023-07-24 18:56:43,432 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.805, mIoU: 0.304
2023-07-24 18:56:43,444 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.807, mIoU: 0.306
2023-07-24 18:56:43,459 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.808, mIoU: 0.307
2023-07-24 18:56:43,472 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.809, mIoU: 0.309
2023-07-24 18:56:43,487 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.810, mIoU: 0.309
2023-07-24 18:56:43,501 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.810, mIoU: 0.305
2023-07-24 18:56:43,514 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.812, mIoU: 0.305
2023-07-24 18:56:43,528 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.811, mIoU: 0.305
2023-07-24 18:56:43,543 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.812, mIoU: 0.306
2023-07-24 18:56:43,555 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.813, mIoU: 0.310
2023-07-24 18:56:43,570 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.812, mIoU: 0.308
2023-07-24 18:56:43,584 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.812, mIoU: 0.306
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2023-07-24 18:56:43,610 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.813, mIoU: 0.306
2023-07-24 18:56:43,623 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.814, mIoU: 0.310
2023-07-24 18:56:43,636 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.815, mIoU: 0.310
2023-07-24 18:56:43,651 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.816, mIoU: 0.309
2023-07-24 18:56:43,665 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.816, mIoU: 0.308
2023-07-24 18:56:43,680 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.817, mIoU: 0.314
2023-07-24 18:56:43,693 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.817, mIoU: 0.313
2023-07-24 18:56:43,706 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.811, mIoU: 0.308
2023-07-24 18:56:43,721 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.812, mIoU: 0.308
2023-07-24 18:56:43,734 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.811, mIoU: 0.303
2023-07-24 18:56:43,748 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.810, mIoU: 0.301
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2023-07-24 18:56:43,790 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.813, mIoU: 0.298
2023-07-24 18:56:43,805 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.814, mIoU: 0.299
2023-07-24 18:56:43,820 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.815, mIoU: 0.299
2023-07-24 18:56:43,829 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.814, mIoU: 0.298
2023-07-24 18:56:43,840 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.815, mIoU: 0.297
2023-07-24 18:56:43,856 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.810, mIoU: 0.291
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2023-07-24 18:56:43,877 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.810, mIoU: 0.296
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2023-07-24 18:56:43,935 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.812, mIoU: 0.295
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2023-07-24 18:56:44,005 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.812, mIoU: 0.297
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2023-07-24 18:56:44,064 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.813, mIoU: 0.291
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2023-07-24 18:56:44,109 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.813, mIoU: 0.293
2023-07-24 18:56:44,125 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.813, mIoU: 0.292
2023-07-24 18:56:44,139 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.809, mIoU: 0.291
2023-07-24 18:56:44,150 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.809, mIoU: 0.300
2023-07-24 18:56:44,166 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.810, mIoU: 0.303
2023-07-24 18:56:44,181 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.810, mIoU: 0.307
2023-07-24 18:56:44,194 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.810, mIoU: 0.306
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2023-07-24 18:56:44,222 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.810, mIoU: 0.301
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2023-07-24 18:56:44,251 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.809, mIoU: 0.301
2023-07-24 18:56:44,266 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.810, mIoU: 0.300
2023-07-24 18:56:44,281 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.808, mIoU: 0.298
2023-07-24 18:56:44,296 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.807, mIoU: 0.297
2023-07-24 18:56:44,310 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.806, mIoU: 0.297
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2023-07-24 18:56:44,452 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.805, mIoU: 0.292
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2023-07-24 18:56:45,555 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.798, mIoU: 0.301
2023-07-24 18:56:45,570 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.799, mIoU: 0.304
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2023-07-24 18:56:46,525 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.798, mIoU: 0.299
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2023-07-24 18:56:47,963 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.803, mIoU: 0.282
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2023-07-24 18:56:47,989 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.803, mIoU: 0.284
2023-07-24 18:56:48,001 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.803, mIoU: 0.284
2023-07-24 18:56:48,015 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.803, mIoU: 0.284
2023-07-24 18:56:48,030 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,046 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.803, mIoU: 0.283
2023-07-24 18:56:48,061 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.804, mIoU: 0.284
2023-07-24 18:56:48,074 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.804, mIoU: 0.284
2023-07-24 18:56:48,091 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.804, mIoU: 0.284
2023-07-24 18:56:48,107 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.804, mIoU: 0.284
2023-07-24 18:56:48,123 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.803, mIoU: 0.283
2023-07-24 18:56:48,136 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.803, mIoU: 0.284
2023-07-24 18:56:48,152 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.803, mIoU: 0.283
2023-07-24 18:56:48,165 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.803, mIoU: 0.282
2023-07-24 18:56:48,183 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.803, mIoU: 0.283
2023-07-24 18:56:48,197 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,213 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.803, mIoU: 0.287
2023-07-24 18:56:48,229 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,242 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,257 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,272 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,285 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.805, mIoU: 0.287
2023-07-24 18:56:48,300 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.805, mIoU: 0.286
2023-07-24 18:56:48,316 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.805, mIoU: 0.286
2023-07-24 18:56:48,329 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,345 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,359 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,374 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,389 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.804, mIoU: 0.285
2023-07-24 18:56:48,404 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,419 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,433 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,448 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,462 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,475 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.804, mIoU: 0.285
2023-07-24 18:56:48,491 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.802, mIoU: 0.284
2023-07-24 18:56:48,507 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.802, mIoU: 0.282
2023-07-24 18:56:48,522 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.802, mIoU: 0.282
2023-07-24 18:56:48,537 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.802, mIoU: 0.282
2023-07-24 18:56:48,550 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,566 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,579 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,590 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,604 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,618 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.802, mIoU: 0.283
2023-07-24 18:56:48,633 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.803, mIoU: 0.284
2023-07-24 18:56:48,649 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,664 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.803, mIoU: 0.285
2023-07-24 18:56:48,680 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.804, mIoU: 0.285
2023-07-24 18:56:48,696 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.803, mIoU: 0.286
2023-07-24 18:56:48,705 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.803, mIoU: 0.286
2023-07-24 18:56:48,716 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.804, mIoU: 0.286
2023-07-24 18:56:48,730 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,743 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,759 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,772 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.804, mIoU: 0.287
2023-07-24 18:56:48,787 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.804, mIoU: 0.288
2023-07-24 18:56:48,804 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.804, mIoU: 0.288
2023-07-24 18:56:48,819 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.803, mIoU: 0.287
2023-07-24 18:56:48,834 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.803, mIoU: 0.287
2023-07-24 18:56:48,849 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.803, mIoU: 0.287
2023-07-24 18:56:48,862 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.803, mIoU: 0.288
2023-07-24 18:56:48,878 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:48,893 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:48,906 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:48,922 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:48,934 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.804, mIoU: 0.290
2023-07-24 18:56:48,949 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.804, mIoU: 0.290
2023-07-24 18:56:48,963 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.804, mIoU: 0.289
2023-07-24 18:56:48,978 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.804, mIoU: 0.290
2023-07-24 18:56:48,993 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.805, mIoU: 0.290
2023-07-24 18:56:49,009 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:49,019 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,032 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.805, mIoU: 0.292
2023-07-24 18:56:49,048 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.804, mIoU: 0.292
2023-07-24 18:56:49,063 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.803, mIoU: 0.291
2023-07-24 18:56:49,076 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:49,090 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.804, mIoU: 0.292
2023-07-24 18:56:49,104 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.804, mIoU: 0.293
2023-07-24 18:56:49,119 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,135 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.804, mIoU: 0.293
2023-07-24 18:56:49,150 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.804, mIoU: 0.293
2023-07-24 18:56:49,160 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.804, mIoU: 0.293
2023-07-24 18:56:49,175 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.805, mIoU: 0.292
2023-07-24 18:56:49,191 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,204 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.805, mIoU: 0.292
2023-07-24 18:56:49,219 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,234 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,248 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,264 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,277 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,293 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,308 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,324 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,340 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,354 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,367 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.804, mIoU: 0.291
2023-07-24 18:56:49,382 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,398 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.805, mIoU: 0.290
2023-07-24 18:56:49,413 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.805, mIoU: 0.290
2023-07-24 18:56:49,427 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.805, mIoU: 0.290
2023-07-24 18:56:49,443 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.805, mIoU: 0.291
2023-07-24 18:56:49,459 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.804, mIoU: 0.290
2023-07-24 18:56:49,475 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.805, mIoU: 0.293
2023-07-24 18:56:49,488 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,502 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,518 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,534 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,549 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.804, mIoU: 0.294
2023-07-24 18:56:49,564 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.804, mIoU: 0.294
2023-07-24 18:56:49,578 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.804, mIoU: 0.294
2023-07-24 18:56:49,593 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.805, mIoU: 0.294
2023-07-24 18:56:49,608 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.804, mIoU: 0.294
2023-07-24 18:56:49,622 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:49,637 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.805, mIoU: 0.297
2023-07-24 18:56:49,650 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,665 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,678 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,691 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:49,704 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:49,719 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:49,734 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,749 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,765 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,775 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,790 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:49,806 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,821 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,836 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,851 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,864 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,877 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:49,892 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:49,908 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,923 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:49,936 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:49,949 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:49,964 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:49,979 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:49,994 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,007 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,023 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,038 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.803, mIoU: 0.298
2023-07-24 18:56:50,054 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,067 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,083 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,098 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,111 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,126 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,141 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,156 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,171 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,184 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,199 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,214 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,231 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:50,241 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:50,255 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,271 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.805, mIoU: 0.300
2023-07-24 18:56:50,283 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,298 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.803, mIoU: 0.296
2023-07-24 18:56:50,311 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.803, mIoU: 0.297
2023-07-24 18:56:50,326 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.803, mIoU: 0.297
2023-07-24 18:56:50,342 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,357 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,370 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,383 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.803, mIoU: 0.297
2023-07-24 18:56:50,396 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,411 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.804, mIoU: 0.297
2023-07-24 18:56:50,427 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,442 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,457 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,472 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,485 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,500 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.804, mIoU: 0.299
2023-07-24 18:56:50,516 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,529 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,544 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.804, mIoU: 0.298
2023-07-24 18:56:50,559 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,573 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.804, mIoU: 0.297
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2023-07-24 18:56:50,603 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,615 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,630 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,645 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.805, mIoU: 0.298
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2023-07-24 18:56:50,674 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,689 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,700 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,715 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.805, mIoU: 0.298
2023-07-24 18:56:50,730 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.805, mIoU: 0.298
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2023-07-24 18:56:50,773 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.806, mIoU: 0.298
2023-07-24 18:56:50,788 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.806, mIoU: 0.298
2023-07-24 18:56:50,804 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.806, mIoU: 0.299
2023-07-24 18:56:50,818 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.806, mIoU: 0.300
2023-07-24 18:56:50,834 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.806, mIoU: 0.299
2023-07-24 18:56:50,849 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.806, mIoU: 0.300
2023-07-24 18:56:50,864 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.806, mIoU: 0.300
2023-07-24 18:56:50,879 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.806, mIoU: 0.300
2023-07-24 18:56:50,893 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.806, mIoU: 0.299
2023-07-24 18:56:50,906 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.805, mIoU: 0.299
2023-07-24 18:56:50,921 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:50,936 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:50,951 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:50,965 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:50,980 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.806, mIoU: 0.303
2023-07-24 18:56:50,994 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.806, mIoU: 0.303
2023-07-24 18:56:51,008 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.807, mIoU: 0.303
2023-07-24 18:56:51,023 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:51,039 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:51,054 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:51,069 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.806, mIoU: 0.301
2023-07-24 18:56:51,084 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.807, mIoU: 0.304
2023-07-24 18:56:51,098 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.806, mIoU: 0.305
2023-07-24 18:56:51,112 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,127 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,142 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,160 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.806, mIoU: 0.303
2023-07-24 18:56:51,176 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,191 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,202 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,215 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,230 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,243 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.805, mIoU: 0.302
2023-07-24 18:56:51,257 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:51,270 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:51,283 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.806, mIoU: 0.303
2023-07-24 18:56:51,298 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:51,314 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:51,329 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.806, mIoU: 0.302
2023-07-24 18:56:51,345 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,358 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,372 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,385 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,399 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.807, mIoU: 0.304
2023-07-24 18:56:51,414 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.807, mIoU: 0.304
2023-07-24 18:56:51,430 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.806, mIoU: 0.303
2023-07-24 18:56:51,444 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.807, mIoU: 0.304
2023-07-24 18:56:51,459 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,474 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.805, mIoU: 0.303
2023-07-24 18:56:51,487 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.805, mIoU: 0.304
2023-07-24 18:56:51,502 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.806, mIoU: 0.304
2023-07-24 18:56:51,517 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.806, mIoU: 0.305
2023-07-24 18:56:51,530 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.806, mIoU: 0.306
2023-07-24 18:56:51,543 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.806, mIoU: 0.306
2023-07-24 18:56:51,557 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.806, mIoU: 0.307
2023-07-24 18:56:51,573 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.806, mIoU: 0.306
2023-07-24 18:56:51,588 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.806, mIoU: 0.306
2023-07-24 18:56:51,601 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.806, mIoU: 0.307
2023-07-24 18:56:51,615 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.807, mIoU: 0.307
2023-07-24 18:56:51,631 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.807, mIoU: 0.306
2023-07-24 18:56:51,645 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.807, mIoU: 0.306
2023-07-24 18:56:51,658 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.807, mIoU: 0.306
2023-07-24 18:56:51,671 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,679 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,693 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.807, mIoU: 0.307
2023-07-24 18:56:51,709 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,724 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,739 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,754 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,769 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,785 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.807, mIoU: 0.308
2023-07-24 18:56:51,801 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.807, mIoU: 0.307
2023-07-24 18:56:51,813 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.808, mIoU: 0.307
2023-07-24 18:56:51,828 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.808, mIoU: 0.307
2023-07-24 18:56:51,843 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.808, mIoU: 0.307
2023-07-24 18:56:51,858 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.807, mIoU: 0.307
2023-07-24 18:56:51,873 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.808, mIoU: 0.308
2023-07-24 18:56:51,886 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.808, mIoU: 0.308
2023-07-24 18:56:51,899 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.808, mIoU: 0.308
2023-07-24 18:56:51,912 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.808, mIoU: 0.309
2023-07-24 18:56:51,926 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.807, mIoU: 0.310
2023-07-24 18:56:51,939 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:51,952 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.807, mIoU: 0.310
2023-07-24 18:56:51,966 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.808, mIoU: 0.310
2023-07-24 18:56:51,980 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:51,996 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:52,008 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:52,022 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:52,035 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:52,046 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.808, mIoU: 0.311
2023-07-24 18:56:52,061 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.808, mIoU: 0.310
2023-07-24 18:56:52,076 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.808, mIoU: 0.310
2023-07-24 18:56:52,091 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.809, mIoU: 0.310
2023-07-24 18:56:52,106 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.809, mIoU: 0.310
2023-07-24 18:56:52,121 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.809, mIoU: 0.310
2023-07-24 18:56:52,136 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.809, mIoU: 0.311
2023-07-24 18:56:52,149 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.809, mIoU: 0.310
2023-07-24 18:56:52,164 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.809, mIoU: 0.311
2023-07-24 18:56:52,179 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,196 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.810, mIoU: 0.312
2023-07-24 18:56:52,212 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.810, mIoU: 0.312
2023-07-24 18:56:52,226 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,242 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,255 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,268 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,281 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,296 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,312 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,325 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,338 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,353 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,368 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,383 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,399 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.809, mIoU: 0.312
2023-07-24 18:56:52,414 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,427 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,442 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,456 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,470 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,485 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.809, mIoU: 0.313
2023-07-24 18:56:52,500 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.810, mIoU: 0.312
2023-07-24 18:56:52,516 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,530 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.810, mIoU: 0.312
2023-07-24 18:56:52,545 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,561 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,574 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,587 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,602 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.810, mIoU: 0.312
2023-07-24 18:56:52,617 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,632 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,647 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,659 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.810, mIoU: 0.314
2023-07-24 18:56:52,672 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.810, mIoU: 0.314
2023-07-24 18:56:52,686 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.810, mIoU: 0.314
2023-07-24 18:56:52,699 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.811, mIoU: 0.315
2023-07-24 18:56:52,713 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.810, mIoU: 0.314
2023-07-24 18:56:52,730 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,743 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,758 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,772 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.810, mIoU: 0.313
2023-07-24 18:56:52,787 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.811, mIoU: 0.313
2023-07-24 18:56:52,802 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.811, mIoU: 0.313
2023-07-24 18:56:52,816 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.811, mIoU: 0.313
2023-07-24 18:56:52,829 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.811, mIoU: 0.313
2023-07-24 18:56:52,844 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:52,859 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.811, mIoU: 0.313
2023-07-24 18:56:52,872 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:52,888 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:52,903 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.812, mIoU: 0.313
2023-07-24 18:56:52,917 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:52,931 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.812, mIoU: 0.313
2023-07-24 18:56:52,946 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:52,961 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:52,977 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:52,990 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,005 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,018 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,033 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,046 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,059 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,074 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,088 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,101 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,116 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,131 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,146 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.811, mIoU: 0.315
2023-07-24 18:56:53,161 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,175 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,187 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,201 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,215 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,228 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,241 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.811, mIoU: 0.314
2023-07-24 18:56:53,256 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,270 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,283 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,297 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,313 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,328 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,343 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,357 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,370 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,385 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.813, mIoU: 0.315
2023-07-24 18:56:53,400 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,415 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,430 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,443 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.813, mIoU: 0.315
2023-07-24 18:56:53,456 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,468 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,483 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,499 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,513 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,528 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,539 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,552 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,567 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,582 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,595 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,609 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,622 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,638 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.812, mIoU: 0.314
2023-07-24 18:56:53,651 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,666 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.812, mIoU: 0.315
2023-07-24 18:56:53,679 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,694 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,709 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,721 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,737 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,752 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,767 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,782 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,797 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,812 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,827 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.812, mIoU: 0.316
2023-07-24 18:56:53,841 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.812, mIoU: 0.317
2023-07-24 18:56:53,856 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.812, mIoU: 0.317
2023-07-24 18:56:53,871 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:53,884 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:53,897 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:53,910 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:53,927 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:53,940 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.812, mIoU: 0.317
2023-07-24 18:56:53,956 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:53,971 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:53,983 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:53,998 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:54,015 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,030 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,044 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,060 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,075 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,089 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,104 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,119 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,134 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,148 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,160 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,177 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:54,192 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:54,207 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:54,220 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:54,235 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.812, mIoU: 0.319
2023-07-24 18:56:54,250 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:54,265 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,279 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,292 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,307 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,320 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,334 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.813, mIoU: 0.321
2023-07-24 18:56:54,348 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,361 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,376 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,390 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,406 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,422 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,437 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,453 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:54,468 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,483 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,498 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,515 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,530 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:54,547 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,562 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,573 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,587 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,601 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,616 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,630 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,645 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,658 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,672 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,687 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.813, mIoU: 0.318
2023-07-24 18:56:54,700 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,716 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,731 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,743 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.814, mIoU: 0.317
2023-07-24 18:56:54,758 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,772 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,787 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:54,799 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:54,815 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:54,831 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,847 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,860 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,876 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,891 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,905 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,919 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:54,935 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,948 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,963 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:54,977 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:54,991 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:55,007 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:55,021 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:55,036 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:55,051 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:55,065 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:55,078 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:55,091 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:55,106 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,119 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,132 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,146 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,161 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,175 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,191 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,203 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,217 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:55,234 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,250 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,263 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,279 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,293 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,309 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,324 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,341 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.814, mIoU: 0.318
2023-07-24 18:56:55,357 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,372 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,381 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.814, mIoU: 0.317
2023-07-24 18:56:55,398 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.814, mIoU: 0.317
2023-07-24 18:56:55,414 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.814, mIoU: 0.317
2023-07-24 18:56:55,426 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,440 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,455 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,469 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,482 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,496 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,511 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,526 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,540 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,554 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,570 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,585 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,598 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,612 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.815, mIoU: 0.317
2023-07-24 18:56:55,627 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,641 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,654 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.815, mIoU: 0.318
2023-07-24 18:56:55,668 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,683 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,698 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,705 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,718 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,731 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,743 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.815, mIoU: 0.319
2023-07-24 18:56:55,754 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.816, mIoU: 0.320
2023-07-24 18:56:55,769 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,783 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,798 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.816, mIoU: 0.320
2023-07-24 18:56:55,810 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:55,823 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,838 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,850 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,866 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:55,879 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:55,895 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:55,910 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:55,926 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:55,941 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:55,953 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:55,967 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:55,982 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:55,998 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,013 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,028 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,041 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,051 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,062 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,075 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,086 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,101 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,114 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,128 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,143 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,158 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,172 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,187 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,202 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,216 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,231 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,245 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,260 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,274 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,290 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.815, mIoU: 0.323
2023-07-24 18:56:56,303 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,316 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,331 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,343 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:56,359 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.816, mIoU: 0.322
2023-07-24 18:56:56,373 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,388 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,403 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,420 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,436 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,449 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,465 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.816, mIoU: 0.322
2023-07-24 18:56:56,480 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,496 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,511 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,524 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,537 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,553 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.817, mIoU: 0.323
2023-07-24 18:56:56,568 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.817, mIoU: 0.324
2023-07-24 18:56:56,583 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.817, mIoU: 0.323
2023-07-24 18:56:56,598 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.816, mIoU: 0.323
2023-07-24 18:56:56,614 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.816, mIoU: 0.322
2023-07-24 18:56:56,629 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.816, mIoU: 0.322
2023-07-24 18:56:56,644 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.816, mIoU: 0.321
2023-07-24 18:56:56,659 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,672 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,688 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,699 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,712 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,727 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,739 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,754 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.815, mIoU: 0.320
2023-07-24 18:56:56,769 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.815, mIoU: 0.320
2023-07-24 18:56:56,785 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:56,800 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:56,816 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:56,831 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.815, mIoU: 0.320
2023-07-24 18:56:56,846 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,859 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,874 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,887 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,902 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,917 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,930 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,945 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:56,958 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.814, mIoU: 0.319
2023-07-24 18:56:56,973 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:56,988 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,003 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,018 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,033 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,046 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,059 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,074 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,087 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:57,101 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:57,116 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.815, mIoU: 0.322
2023-07-24 18:56:57,131 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.815, mIoU: 0.321
2023-07-24 18:56:57,146 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:57,159 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.814, mIoU: 0.321
2023-07-24 18:56:57,171 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,187 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,202 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,217 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,231 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,244 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,259 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,275 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,291 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,306 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,322 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,337 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,352 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,367 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.814, mIoU: 0.320
2023-07-24 18:56:57,383 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,399 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:57,414 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.813, mIoU: 0.319
2023-07-24 18:56:57,429 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,443 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,458 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,473 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,488 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,500 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.813, mIoU: 0.320
2023-07-24 18:56:57,515 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:57,529 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:57,545 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:57,558 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:57,573 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.812, mIoU: 0.320
2023-07-24 18:56:57,587 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.812, mIoU: 0.319
2023-07-24 18:56:57,601 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.812, mIoU: 0.319
2023-07-24 18:56:57,616 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:57,631 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:57,646 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:57,658 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,673 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.812, mIoU: 0.318
2023-07-24 18:56:57,689 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,703 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,718 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,731 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,740 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,755 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,771 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,784 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.811, mIoU: 0.318
2023-07-24 18:56:57,799 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.811, mIoU: 0.320
2023-07-24 18:56:57,814 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.811, mIoU: 0.320
2023-07-24 18:56:57,827 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,840 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,856 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,871 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,886 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,903 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,917 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,934 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,949 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,962 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:57,976 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:57,991 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:58,006 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,018 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,031 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,046 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,061 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,076 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,091 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,103 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,118 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,132 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,145 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,160 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,176 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,191 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,205 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,219 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,233 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,248 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,263 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,278 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,291 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,306 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,319 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,332 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,345 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,359 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,374 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,389 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,404 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,414 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,427 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,443 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,459 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,472 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,487 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,503 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,518 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,532 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.812, mIoU: 0.324
2023-07-24 18:56:58,546 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,561 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.812, mIoU: 0.323
2023-07-24 18:56:58,574 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,589 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,602 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,615 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,630 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,645 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,660 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,675 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,688 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,703 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,718 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,730 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.811, mIoU: 0.321
2023-07-24 18:56:58,745 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.811, mIoU: 0.322
2023-07-24 18:56:58,759 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.810, mIoU: 0.321
2023-07-24 18:56:58,774 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,788 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,801 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,813 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,828 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,842 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:58,856 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,869 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,883 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,901 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:56:58,915 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:58,926 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:58,941 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:58,957 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,972 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:58,987 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:59,001 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.811, mIoU: 0.323
2023-07-24 18:56:59,016 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:59,030 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:59,044 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,059 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,074 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,090 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,105 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.811, mIoU: 0.325
2023-07-24 18:56:59,120 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,134 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,147 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,162 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,175 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,188 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,203 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,218 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:59,231 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.810, mIoU: 0.323
2023-07-24 18:56:59,245 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.810, mIoU: 0.324
2023-07-24 18:56:59,256 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,270 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,285 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,299 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,312 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,326 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,343 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,358 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,370 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,384 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,399 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,410 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,424 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,439 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,454 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,466 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,479 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.809, mIoU: 0.324
2023-07-24 18:56:59,494 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,508 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,523 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,536 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,552 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,565 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,579 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,594 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.809, mIoU: 0.323
2023-07-24 18:56:59,609 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,625 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,640 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,657 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,670 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,686 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,700 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,716 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,730 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,743 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,756 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,772 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,787 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,802 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,814 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:56:59,827 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:56:59,842 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:56:59,856 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:56:59,869 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:56:59,881 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:56:59,896 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:56:59,910 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:56:59,925 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:56:59,939 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:56:59,954 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:56:59,970 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:56:59,982 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:56:59,996 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,011 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,024 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,039 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,054 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,069 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,083 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,098 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,112 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,126 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,140 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,155 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,170 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:00,186 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,200 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,216 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,231 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,244 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,257 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,272 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,287 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,300 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,315 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,331 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,346 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,361 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,376 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,390 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,405 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,418 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,431 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,444 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,457 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,470 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,485 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,500 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,513 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,526 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,541 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,553 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,567 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,583 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,598 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,613 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,629 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,642 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:00,656 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,671 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,684 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,700 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,715 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,730 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,744 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,759 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,774 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,788 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:00,803 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,816 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,831 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,845 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,860 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,875 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,887 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.808, mIoU: 0.321
2023-07-24 18:57:00,902 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,916 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,931 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,946 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:00,961 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,976 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:00,991 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,001 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,015 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,028 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,041 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,057 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,072 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,086 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,098 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,111 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,124 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,139 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,153 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,168 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,183 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,196 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,211 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,226 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,239 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:01,254 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,269 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,282 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,297 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,308 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:01,324 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:01,339 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:01,354 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,369 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.809, mIoU: 0.322
2023-07-24 18:57:01,382 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,395 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,409 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,423 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.809, mIoU: 0.321
2023-07-24 18:57:01,437 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,450 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,463 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,477 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,492 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,507 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,520 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,534 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,551 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,566 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,581 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,597 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,605 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,619 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,632 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,645 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,660 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,675 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,689 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,705 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,720 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,735 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,751 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,763 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,778 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,794 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,809 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:01,825 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,840 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,857 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,870 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.808, mIoU: 0.320
2023-07-24 18:57:01,884 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,899 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,914 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,927 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,941 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,956 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,971 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:01,986 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:02,001 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,016 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.809, mIoU: 0.320
2023-07-24 18:57:02,032 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,047 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,060 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:02,075 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.808, mIoU: 0.319
2023-07-24 18:57:02,089 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,104 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,120 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,135 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,150 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,163 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,178 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,193 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,208 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,223 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,237 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,253 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,268 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,280 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,295 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,308 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,322 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,337 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,351 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,366 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,381 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,396 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,406 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,421 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,435 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,451 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.809, mIoU: 0.318
2023-07-24 18:57:02,466 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,481 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,497 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,509 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,519 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,537 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.809, mIoU: 0.318
2023-07-24 18:57:02,552 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,568 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.809, mIoU: 0.319
2023-07-24 18:57:02,581 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,596 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,610 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,623 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,638 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,653 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,666 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,681 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,693 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,708 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,722 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,736 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,749 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,763 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.810, mIoU: 0.319
2023-07-24 18:57:02,777 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.810, mIoU: 0.320
2023-07-24 18:57:02,792 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.810, mIoU: 0.321
2023-07-24 18:57:02,807 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:02,820 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:02,834 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:02,848 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.810, mIoU: 0.321
2023-07-24 18:57:02,865 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.810, mIoU: 0.322
2023-07-24 18:57:19,719 semantic_segmentation INFO: Iters: 16810/150000 || Lr: 0.017971 || Task Loss: 1.0049 || KD Loss: 0.4091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:02 || Estimated Time: 2 days, 16:42:35
2023-07-24 18:57:36,583 semantic_segmentation INFO: Iters: 16820/150000 || Lr: 0.017970 || Task Loss: 0.7196 || KD Loss: 0.2539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:18 || Estimated Time: 2 days, 16:42:12
2023-07-24 18:57:53,520 semantic_segmentation INFO: Iters: 16830/150000 || Lr: 0.017969 || Task Loss: 0.7578 || KD Loss: 0.3524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:35 || Estimated Time: 2 days, 16:41:51
2023-07-24 18:58:10,579 semantic_segmentation INFO: Iters: 16840/150000 || Lr: 0.017967 || Task Loss: 0.8871 || KD Loss: 0.2950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:52 || Estimated Time: 2 days, 16:41:30
2023-07-24 18:58:27,566 semantic_segmentation INFO: Iters: 16850/150000 || Lr: 0.017966 || Task Loss: 1.2183 || KD Loss: 0.4607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:09 || Estimated Time: 2 days, 16:41:08
2023-07-24 18:58:44,639 semantic_segmentation INFO: Iters: 16860/150000 || Lr: 0.017965 || Task Loss: 1.1479 || KD Loss: 0.4694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:26 || Estimated Time: 2 days, 16:40:47
2023-07-24 18:59:01,609 semantic_segmentation INFO: Iters: 16870/150000 || Lr: 0.017964 || Task Loss: 1.0278 || KD Loss: 0.4517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:43 || Estimated Time: 2 days, 16:40:26
2023-07-24 18:59:18,990 semantic_segmentation INFO: Iters: 16880/150000 || Lr: 0.017963 || Task Loss: 1.0600 || KD Loss: 0.4498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:01 || Estimated Time: 2 days, 16:40:08
2023-07-24 18:59:35,837 semantic_segmentation INFO: Iters: 16890/150000 || Lr: 0.017961 || Task Loss: 1.0007 || KD Loss: 0.4355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:18 || Estimated Time: 2 days, 16:39:45
2023-07-24 18:59:52,852 semantic_segmentation INFO: Iters: 16900/150000 || Lr: 0.017960 || Task Loss: 0.9237 || KD Loss: 0.3494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:35 || Estimated Time: 2 days, 16:39:24
2023-07-24 19:00:09,840 semantic_segmentation INFO: Iters: 16910/150000 || Lr: 0.017959 || Task Loss: 0.9141 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:52 || Estimated Time: 2 days, 16:39:02
2023-07-24 19:00:26,856 semantic_segmentation INFO: Iters: 16920/150000 || Lr: 0.017958 || Task Loss: 1.1946 || KD Loss: 0.5602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:09 || Estimated Time: 2 days, 16:38:41
2023-07-24 19:00:43,917 semantic_segmentation INFO: Iters: 16930/150000 || Lr: 0.017957 || Task Loss: 0.9534 || KD Loss: 0.3965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:26 || Estimated Time: 2 days, 16:38:20
2023-07-24 19:01:00,851 semantic_segmentation INFO: Iters: 16940/150000 || Lr: 0.017955 || Task Loss: 1.0446 || KD Loss: 0.4737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:43 || Estimated Time: 2 days, 16:37:58
2023-07-24 19:01:18,115 semantic_segmentation INFO: Iters: 16950/150000 || Lr: 0.017954 || Task Loss: 0.8730 || KD Loss: 0.3277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:00 || Estimated Time: 2 days, 16:37:39
2023-07-24 19:01:35,103 semantic_segmentation INFO: Iters: 16960/150000 || Lr: 0.017953 || Task Loss: 0.7002 || KD Loss: 0.2681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:17 || Estimated Time: 2 days, 16:37:18
2023-07-24 19:01:52,093 semantic_segmentation INFO: Iters: 16970/150000 || Lr: 0.017952 || Task Loss: 0.9407 || KD Loss: 0.3000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:34 || Estimated Time: 2 days, 16:36:56
2023-07-24 19:02:09,010 semantic_segmentation INFO: Iters: 16980/150000 || Lr: 0.017950 || Task Loss: 1.0811 || KD Loss: 0.4150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:51 || Estimated Time: 2 days, 16:36:35
2023-07-24 19:02:25,933 semantic_segmentation INFO: Iters: 16990/150000 || Lr: 0.017949 || Task Loss: 0.9211 || KD Loss: 0.3069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:08 || Estimated Time: 2 days, 16:36:13
2023-07-24 19:02:42,989 semantic_segmentation INFO: Iters: 17000/150000 || Lr: 0.017948 || Task Loss: 0.7633 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:25 || Estimated Time: 2 days, 16:35:52
2023-07-24 19:03:00,115 semantic_segmentation INFO: Iters: 17010/150000 || Lr: 0.017947 || Task Loss: 1.9766 || KD Loss: 0.9967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:42 || Estimated Time: 2 days, 16:35:32
2023-07-24 19:03:17,382 semantic_segmentation INFO: Iters: 17020/150000 || Lr: 0.017946 || Task Loss: 0.9252 || KD Loss: 0.2831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:59 || Estimated Time: 2 days, 16:35:12
2023-07-24 19:03:34,918 semantic_segmentation INFO: Iters: 17030/150000 || Lr: 0.017944 || Task Loss: 0.9830 || KD Loss: 0.4537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:17 || Estimated Time: 2 days, 16:34:56
2023-07-24 19:03:52,276 semantic_segmentation INFO: Iters: 17040/150000 || Lr: 0.017943 || Task Loss: 0.8160 || KD Loss: 0.3572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:34 || Estimated Time: 2 days, 16:34:37
2023-07-24 19:04:09,406 semantic_segmentation INFO: Iters: 17050/150000 || Lr: 0.017942 || Task Loss: 0.9675 || KD Loss: 0.4273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:51 || Estimated Time: 2 days, 16:34:16
2023-07-24 19:04:26,724 semantic_segmentation INFO: Iters: 17060/150000 || Lr: 0.017941 || Task Loss: 0.9655 || KD Loss: 0.3728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:09 || Estimated Time: 2 days, 16:33:58
2023-07-24 19:04:43,933 semantic_segmentation INFO: Iters: 17070/150000 || Lr: 0.017940 || Task Loss: 0.8161 || KD Loss: 0.3167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:26 || Estimated Time: 2 days, 16:33:38
2023-07-24 19:05:01,122 semantic_segmentation INFO: Iters: 17080/150000 || Lr: 0.017938 || Task Loss: 0.8567 || KD Loss: 0.3214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:43 || Estimated Time: 2 days, 16:33:18
2023-07-24 19:05:18,419 semantic_segmentation INFO: Iters: 17090/150000 || Lr: 0.017937 || Task Loss: 1.1596 || KD Loss: 0.4716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:00 || Estimated Time: 2 days, 16:32:59
2023-07-24 19:05:35,507 semantic_segmentation INFO: Iters: 17100/150000 || Lr: 0.017936 || Task Loss: 1.2885 || KD Loss: 0.4229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:17 || Estimated Time: 2 days, 16:32:39
2023-07-24 19:05:52,628 semantic_segmentation INFO: Iters: 17110/150000 || Lr: 0.017935 || Task Loss: 1.1994 || KD Loss: 0.4935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:34 || Estimated Time: 2 days, 16:32:18
2023-07-24 19:06:09,640 semantic_segmentation INFO: Iters: 17120/150000 || Lr: 0.017933 || Task Loss: 1.0448 || KD Loss: 0.4939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:51 || Estimated Time: 2 days, 16:31:57
2023-07-24 19:06:26,913 semantic_segmentation INFO: Iters: 17130/150000 || Lr: 0.017932 || Task Loss: 1.1124 || KD Loss: 0.4715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:09 || Estimated Time: 2 days, 16:31:38
2023-07-24 19:06:43,950 semantic_segmentation INFO: Iters: 17140/150000 || Lr: 0.017931 || Task Loss: 1.1241 || KD Loss: 0.3991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:26 || Estimated Time: 2 days, 16:31:17
2023-07-24 19:07:00,907 semantic_segmentation INFO: Iters: 17150/150000 || Lr: 0.017930 || Task Loss: 1.0185 || KD Loss: 0.4210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:43 || Estimated Time: 2 days, 16:30:56
2023-07-24 19:07:17,826 semantic_segmentation INFO: Iters: 17160/150000 || Lr: 0.017929 || Task Loss: 0.7507 || KD Loss: 0.2715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:00 || Estimated Time: 2 days, 16:30:34
2023-07-24 19:07:34,911 semantic_segmentation INFO: Iters: 17170/150000 || Lr: 0.017927 || Task Loss: 1.4071 || KD Loss: 0.6539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:17 || Estimated Time: 2 days, 16:30:13
2023-07-24 19:07:51,869 semantic_segmentation INFO: Iters: 17180/150000 || Lr: 0.017926 || Task Loss: 1.0408 || KD Loss: 0.4646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:34 || Estimated Time: 2 days, 16:29:52
2023-07-24 19:08:09,647 semantic_segmentation INFO: Iters: 17190/150000 || Lr: 0.017925 || Task Loss: 0.9264 || KD Loss: 0.3924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:51 || Estimated Time: 2 days, 16:29:37
2023-07-24 19:08:26,911 semantic_segmentation INFO: Iters: 17200/150000 || Lr: 0.017924 || Task Loss: 1.3967 || KD Loss: 0.4850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:09 || Estimated Time: 2 days, 16:29:17
2023-07-24 19:08:43,777 semantic_segmentation INFO: Iters: 17210/150000 || Lr: 0.017923 || Task Loss: 1.0037 || KD Loss: 0.3850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:26 || Estimated Time: 2 days, 16:28:55
2023-07-24 19:09:00,889 semantic_segmentation INFO: Iters: 17220/150000 || Lr: 0.017921 || Task Loss: 0.8016 || KD Loss: 0.3378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:43 || Estimated Time: 2 days, 16:28:35
2023-07-24 19:09:17,790 semantic_segmentation INFO: Iters: 17230/150000 || Lr: 0.017920 || Task Loss: 0.9127 || KD Loss: 0.3855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:00 || Estimated Time: 2 days, 16:28:13
2023-07-24 19:09:34,990 semantic_segmentation INFO: Iters: 17240/150000 || Lr: 0.017919 || Task Loss: 0.8323 || KD Loss: 0.3856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:17 || Estimated Time: 2 days, 16:27:53
2023-07-24 19:09:51,992 semantic_segmentation INFO: Iters: 17250/150000 || Lr: 0.017918 || Task Loss: 1.1163 || KD Loss: 0.4656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:34 || Estimated Time: 2 days, 16:27:32
2023-07-24 19:10:09,092 semantic_segmentation INFO: Iters: 17260/150000 || Lr: 0.017916 || Task Loss: 1.0387 || KD Loss: 0.3963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:51 || Estimated Time: 2 days, 16:27:12
2023-07-24 19:10:25,997 semantic_segmentation INFO: Iters: 17270/150000 || Lr: 0.017915 || Task Loss: 0.8474 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:08 || Estimated Time: 2 days, 16:26:50
2023-07-24 19:10:42,993 semantic_segmentation INFO: Iters: 17280/150000 || Lr: 0.017914 || Task Loss: 0.9555 || KD Loss: 0.4504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:25 || Estimated Time: 2 days, 16:26:29
2023-07-24 19:10:59,975 semantic_segmentation INFO: Iters: 17290/150000 || Lr: 0.017913 || Task Loss: 0.9205 || KD Loss: 0.3669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:42 || Estimated Time: 2 days, 16:26:07
2023-07-24 19:11:16,973 semantic_segmentation INFO: Iters: 17300/150000 || Lr: 0.017912 || Task Loss: 1.0175 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:59 || Estimated Time: 2 days, 16:25:46
2023-07-24 19:11:34,318 semantic_segmentation INFO: Iters: 17310/150000 || Lr: 0.017910 || Task Loss: 0.7660 || KD Loss: 0.3066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:16 || Estimated Time: 2 days, 16:25:28
2023-07-24 19:11:51,259 semantic_segmentation INFO: Iters: 17320/150000 || Lr: 0.017909 || Task Loss: 0.7846 || KD Loss: 0.3108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:33 || Estimated Time: 2 days, 16:25:06
2023-07-24 19:12:08,248 semantic_segmentation INFO: Iters: 17330/150000 || Lr: 0.017908 || Task Loss: 1.0923 || KD Loss: 0.4084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:50 || Estimated Time: 2 days, 16:24:45
2023-07-24 19:12:25,055 semantic_segmentation INFO: Iters: 17340/150000 || Lr: 0.017907 || Task Loss: 1.0731 || KD Loss: 0.4437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:07 || Estimated Time: 2 days, 16:24:22
2023-07-24 19:12:42,122 semantic_segmentation INFO: Iters: 17350/150000 || Lr: 0.017906 || Task Loss: 1.4843 || KD Loss: 0.7667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:24 || Estimated Time: 2 days, 16:24:02
2023-07-24 19:12:59,069 semantic_segmentation INFO: Iters: 17360/150000 || Lr: 0.017904 || Task Loss: 0.9720 || KD Loss: 0.4241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:41 || Estimated Time: 2 days, 16:23:40
2023-07-24 19:13:15,988 semantic_segmentation INFO: Iters: 17370/150000 || Lr: 0.017903 || Task Loss: 1.1660 || KD Loss: 0.4702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:58 || Estimated Time: 2 days, 16:23:18
2023-07-24 19:13:32,971 semantic_segmentation INFO: Iters: 17380/150000 || Lr: 0.017902 || Task Loss: 0.8796 || KD Loss: 0.3773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:15 || Estimated Time: 2 days, 16:22:57
2023-07-24 19:13:49,965 semantic_segmentation INFO: Iters: 17390/150000 || Lr: 0.017901 || Task Loss: 1.2264 || KD Loss: 0.4879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:32 || Estimated Time: 2 days, 16:22:36
2023-07-24 19:14:06,966 semantic_segmentation INFO: Iters: 17400/150000 || Lr: 0.017899 || Task Loss: 1.1962 || KD Loss: 0.5268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:49 || Estimated Time: 2 days, 16:22:15
2023-07-24 19:14:24,054 semantic_segmentation INFO: Iters: 17410/150000 || Lr: 0.017898 || Task Loss: 1.0686 || KD Loss: 0.4094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2479|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:06 || Estimated Time: 2 days, 16:21:54
2023-07-24 19:14:41,163 semantic_segmentation INFO: Iters: 17420/150000 || Lr: 0.017897 || Task Loss: 1.0104 || KD Loss: 0.4239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:23 || Estimated Time: 2 days, 16:21:34
2023-07-24 19:14:58,188 semantic_segmentation INFO: Iters: 17430/150000 || Lr: 0.017896 || Task Loss: 0.6733 || KD Loss: 0.2634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:40 || Estimated Time: 2 days, 16:21:13
2023-07-24 19:15:15,430 semantic_segmentation INFO: Iters: 17440/150000 || Lr: 0.017895 || Task Loss: 0.9617 || KD Loss: 0.4432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:57 || Estimated Time: 2 days, 16:20:54
2023-07-24 19:15:32,445 semantic_segmentation INFO: Iters: 17450/150000 || Lr: 0.017893 || Task Loss: 0.9234 || KD Loss: 0.4037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:14 || Estimated Time: 2 days, 16:20:33
2023-07-24 19:15:49,600 semantic_segmentation INFO: Iters: 17460/150000 || Lr: 0.017892 || Task Loss: 1.1990 || KD Loss: 0.5146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:31 || Estimated Time: 2 days, 16:20:13
2023-07-24 19:16:06,646 semantic_segmentation INFO: Iters: 17470/150000 || Lr: 0.017891 || Task Loss: 1.2574 || KD Loss: 0.5615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:48 || Estimated Time: 2 days, 16:19:52
2023-07-24 19:16:23,716 semantic_segmentation INFO: Iters: 17480/150000 || Lr: 0.017890 || Task Loss: 1.4583 || KD Loss: 0.7138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:05 || Estimated Time: 2 days, 16:19:32
2023-07-24 19:16:40,778 semantic_segmentation INFO: Iters: 17490/150000 || Lr: 0.017889 || Task Loss: 1.1326 || KD Loss: 0.4783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:23 || Estimated Time: 2 days, 16:19:11
2023-07-24 19:16:57,789 semantic_segmentation INFO: Iters: 17500/150000 || Lr: 0.017887 || Task Loss: 1.0560 || KD Loss: 0.4089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:40 || Estimated Time: 2 days, 16:18:50
2023-07-24 19:17:14,842 semantic_segmentation INFO: Iters: 17510/150000 || Lr: 0.017886 || Task Loss: 0.7878 || KD Loss: 0.2614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:57 || Estimated Time: 2 days, 16:18:30
2023-07-24 19:17:32,429 semantic_segmentation INFO: Iters: 17520/150000 || Lr: 0.017885 || Task Loss: 0.7855 || KD Loss: 0.2374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:14 || Estimated Time: 2 days, 16:18:13
2023-07-24 19:17:49,398 semantic_segmentation INFO: Iters: 17530/150000 || Lr: 0.017884 || Task Loss: 1.1041 || KD Loss: 0.5180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:31 || Estimated Time: 2 days, 16:17:52
2023-07-24 19:18:06,444 semantic_segmentation INFO: Iters: 17540/150000 || Lr: 0.017882 || Task Loss: 1.0319 || KD Loss: 0.4138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:48 || Estimated Time: 2 days, 16:17:31
2023-07-24 19:18:23,505 semantic_segmentation INFO: Iters: 17550/150000 || Lr: 0.017881 || Task Loss: 1.5486 || KD Loss: 0.6205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:05 || Estimated Time: 2 days, 16:17:10
2023-07-24 19:18:40,460 semantic_segmentation INFO: Iters: 17560/150000 || Lr: 0.017880 || Task Loss: 1.5859 || KD Loss: 0.6343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:22 || Estimated Time: 2 days, 16:16:49
2023-07-24 19:18:57,523 semantic_segmentation INFO: Iters: 17570/150000 || Lr: 0.017879 || Task Loss: 0.6877 || KD Loss: 0.2778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:39 || Estimated Time: 2 days, 16:16:28
2023-07-24 19:19:14,540 semantic_segmentation INFO: Iters: 17580/150000 || Lr: 0.017878 || Task Loss: 0.9816 || KD Loss: 0.4178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:56 || Estimated Time: 2 days, 16:16:07
2023-07-24 19:19:31,568 semantic_segmentation INFO: Iters: 17590/150000 || Lr: 0.017876 || Task Loss: 1.1882 || KD Loss: 0.3853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:13 || Estimated Time: 2 days, 16:15:47
2023-07-24 19:19:48,591 semantic_segmentation INFO: Iters: 17600/150000 || Lr: 0.017875 || Task Loss: 0.8341 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:30 || Estimated Time: 2 days, 16:15:26
2023-07-24 19:19:48,716 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 19:19:49,102 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.086
2023-07-24 19:19:49,123 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.936, mIoU: 0.122
2023-07-24 19:19:49,135 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.123
2023-07-24 19:19:49,149 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.924, mIoU: 0.120
2023-07-24 19:19:49,162 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.867, mIoU: 0.151
2023-07-24 19:19:49,174 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.883, mIoU: 0.196
2023-07-24 19:19:49,187 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.881, mIoU: 0.226
2023-07-24 19:19:49,201 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.891, mIoU: 0.249
2023-07-24 19:19:49,213 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.890, mIoU: 0.257
2023-07-24 19:19:49,227 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.884, mIoU: 0.256
2023-07-24 19:19:49,240 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.880, mIoU: 0.280
2023-07-24 19:19:49,254 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.885, mIoU: 0.279
2023-07-24 19:19:49,266 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.850, mIoU: 0.273
2023-07-24 19:19:49,280 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.852, mIoU: 0.267
2023-07-24 19:19:49,295 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.851, mIoU: 0.268
2023-07-24 19:19:49,308 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.851, mIoU: 0.265
2023-07-24 19:19:49,319 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.848, mIoU: 0.262
2023-07-24 19:19:49,332 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.844, mIoU: 0.261
2023-07-24 19:19:49,347 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.849, mIoU: 0.260
2023-07-24 19:19:49,363 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.854, mIoU: 0.298
2023-07-24 19:19:49,378 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.857, mIoU: 0.296
2023-07-24 19:19:49,393 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.859, mIoU: 0.292
2023-07-24 19:19:49,407 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.847, mIoU: 0.294
2023-07-24 19:19:49,423 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.846, mIoU: 0.289
2023-07-24 19:19:49,438 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.847, mIoU: 0.302
2023-07-24 19:19:49,452 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.847, mIoU: 0.312
2023-07-24 19:19:49,466 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.849, mIoU: 0.309
2023-07-24 19:19:49,477 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.853, mIoU: 0.309
2023-07-24 19:19:49,492 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.850, mIoU: 0.308
2023-07-24 19:19:49,507 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.856, mIoU: 0.308
2023-07-24 19:19:49,521 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.855, mIoU: 0.304
2023-07-24 19:19:49,536 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.859, mIoU: 0.307
2023-07-24 19:19:49,551 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.859, mIoU: 0.302
2023-07-24 19:19:49,565 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.861, mIoU: 0.298
2023-07-24 19:19:49,580 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.849, mIoU: 0.306
2023-07-24 19:19:49,594 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.852, mIoU: 0.308
2023-07-24 19:19:49,607 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.855, mIoU: 0.309
2023-07-24 19:19:49,619 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.857, mIoU: 0.338
2023-07-24 19:19:49,635 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.855, mIoU: 0.334
2023-07-24 19:19:49,648 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.855, mIoU: 0.332
2023-07-24 19:19:49,661 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.855, mIoU: 0.361
2023-07-24 19:19:49,675 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.859, mIoU: 0.360
2023-07-24 19:19:49,691 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.856, mIoU: 0.360
2023-07-24 19:19:49,704 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.857, mIoU: 0.360
2023-07-24 19:19:49,720 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.856, mIoU: 0.359
2023-07-24 19:19:49,736 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.857, mIoU: 0.361
2023-07-24 19:19:49,750 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.859, mIoU: 0.365
2023-07-24 19:19:49,763 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.854, mIoU: 0.363
2023-07-24 19:19:49,778 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.855, mIoU: 0.364
2023-07-24 19:19:49,795 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.855, mIoU: 0.363
2023-07-24 19:19:49,812 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.854, mIoU: 0.362
2023-07-24 19:19:49,827 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.857, mIoU: 0.362
2023-07-24 19:19:49,841 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.858, mIoU: 0.359
2023-07-24 19:19:49,857 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.858, mIoU: 0.358
2023-07-24 19:19:49,873 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.857, mIoU: 0.356
2023-07-24 19:19:49,886 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.856, mIoU: 0.351
2023-07-24 19:19:49,902 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.858, mIoU: 0.350
2023-07-24 19:19:49,919 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.860, mIoU: 0.347
2023-07-24 19:19:49,933 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.859, mIoU: 0.337
2023-07-24 19:19:49,948 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.852, mIoU: 0.349
2023-07-24 19:19:49,961 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.851, mIoU: 0.344
2023-07-24 19:19:49,977 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.852, mIoU: 0.343
2023-07-24 19:19:49,990 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.854, mIoU: 0.342
2023-07-24 19:19:50,008 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.855, mIoU: 0.352
2023-07-24 19:19:50,021 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.857, mIoU: 0.356
2023-07-24 19:19:50,036 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.858, mIoU: 0.356
2023-07-24 19:19:50,052 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.859, mIoU: 0.355
2023-07-24 19:19:50,065 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.857, mIoU: 0.352
2023-07-24 19:19:50,080 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-24 19:19:50,095 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.855, mIoU: 0.354
2023-07-24 19:19:50,112 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.855, mIoU: 0.357
2023-07-24 19:19:50,126 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.856, mIoU: 0.358
2023-07-24 19:19:50,142 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.856, mIoU: 0.357
2023-07-24 19:19:50,158 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.856, mIoU: 0.355
2023-07-24 19:19:50,173 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.855, mIoU: 0.346
2023-07-24 19:19:50,189 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.857, mIoU: 0.345
2023-07-24 19:19:50,205 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.852, mIoU: 0.342
2023-07-24 19:19:50,214 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.851, mIoU: 0.341
2023-07-24 19:19:50,230 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.851, mIoU: 0.350
2023-07-24 19:19:50,248 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.852, mIoU: 0.354
2023-07-24 19:19:50,261 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.848, mIoU: 0.347
2023-07-24 19:19:50,277 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.848, mIoU: 0.349
2023-07-24 19:19:50,292 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.846, mIoU: 0.348
2023-07-24 19:19:50,307 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.843, mIoU: 0.336
2023-07-24 19:19:50,323 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.842, mIoU: 0.331
2023-07-24 19:19:50,338 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.842, mIoU: 0.332
2023-07-24 19:19:50,353 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.843, mIoU: 0.333
2023-07-24 19:19:50,368 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.842, mIoU: 0.329
2023-07-24 19:19:50,383 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.840, mIoU: 0.328
2023-07-24 19:19:50,396 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.840, mIoU: 0.329
2023-07-24 19:19:50,411 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.841, mIoU: 0.336
2023-07-24 19:19:50,426 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.842, mIoU: 0.337
2023-07-24 19:19:50,441 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.840, mIoU: 0.340
2023-07-24 19:19:50,456 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.835, mIoU: 0.336
2023-07-24 19:19:50,471 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.833, mIoU: 0.334
2023-07-24 19:19:50,485 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.834, mIoU: 0.335
2023-07-24 19:19:50,499 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.835, mIoU: 0.336
2023-07-24 19:19:50,513 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.837, mIoU: 0.338
2023-07-24 19:19:50,529 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.838, mIoU: 0.339
2023-07-24 19:19:50,543 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.839, mIoU: 0.342
2023-07-24 19:19:50,559 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.839, mIoU: 0.342
2023-07-24 19:19:50,574 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.840, mIoU: 0.341
2023-07-24 19:19:50,587 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.842, mIoU: 0.341
2023-07-24 19:19:50,603 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.841, mIoU: 0.341
2023-07-24 19:19:50,618 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.842, mIoU: 0.342
2023-07-24 19:19:50,632 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.843, mIoU: 0.346
2023-07-24 19:19:50,647 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.843, mIoU: 0.348
2023-07-24 19:19:50,663 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.844, mIoU: 0.346
2023-07-24 19:19:50,676 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.845, mIoU: 0.349
2023-07-24 19:19:50,690 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.845, mIoU: 0.347
2023-07-24 19:19:50,702 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.845, mIoU: 0.355
2023-07-24 19:19:50,716 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.846, mIoU: 0.355
2023-07-24 19:19:50,731 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.847, mIoU: 0.354
2023-07-24 19:19:50,746 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.847, mIoU: 0.354
2023-07-24 19:19:50,761 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.848, mIoU: 0.357
2023-07-24 19:19:50,774 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.849, mIoU: 0.357
2023-07-24 19:19:50,787 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.847, mIoU: 0.350
2023-07-24 19:19:50,802 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.847, mIoU: 0.350
2023-07-24 19:19:50,815 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.848, mIoU: 0.350
2023-07-24 19:19:50,830 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.847, mIoU: 0.349
2023-07-24 19:19:50,845 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.849, mIoU: 0.350
2023-07-24 19:19:50,858 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.850, mIoU: 0.349
2023-07-24 19:19:50,871 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.849, mIoU: 0.346
2023-07-24 19:19:50,886 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.850, mIoU: 0.347
2023-07-24 19:19:50,901 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.851, mIoU: 0.346
2023-07-24 19:19:50,909 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.850, mIoU: 0.347
2023-07-24 19:19:50,921 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.851, mIoU: 0.346
2023-07-24 19:19:50,936 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.846, mIoU: 0.342
2023-07-24 19:19:50,945 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.846, mIoU: 0.343
2023-07-24 19:19:50,958 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.846, mIoU: 0.342
2023-07-24 19:19:50,973 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.847, mIoU: 0.341
2023-07-24 19:19:50,988 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.848, mIoU: 0.344
2023-07-24 19:19:51,001 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.849, mIoU: 0.345
2023-07-24 19:19:51,016 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.848, mIoU: 0.342
2023-07-24 19:19:51,029 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.848, mIoU: 0.349
2023-07-24 19:19:51,042 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.849, mIoU: 0.350
2023-07-24 19:19:51,057 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.847, mIoU: 0.349
2023-07-24 19:19:51,070 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.847, mIoU: 0.349
2023-07-24 19:19:51,085 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.847, mIoU: 0.347
2023-07-24 19:19:51,099 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.847, mIoU: 0.347
2023-07-24 19:19:51,114 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.848, mIoU: 0.349
2023-07-24 19:19:51,129 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.848, mIoU: 0.348
2023-07-24 19:19:51,145 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.848, mIoU: 0.347
2023-07-24 19:19:51,161 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.847, mIoU: 0.344
2023-07-24 19:19:51,176 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.848, mIoU: 0.344
2023-07-24 19:19:51,191 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.847, mIoU: 0.341
2023-07-24 19:19:51,206 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.847, mIoU: 0.340
2023-07-24 19:19:51,221 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.845, mIoU: 0.338
2023-07-24 19:19:51,232 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.845, mIoU: 0.362
2023-07-24 19:19:51,247 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 19:19:51,263 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 19:19:51,276 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.846, mIoU: 0.363
2023-07-24 19:19:51,291 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 19:19:51,304 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 19:19:51,318 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.846, mIoU: 0.360
2023-07-24 19:19:51,333 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 19:19:51,348 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.845, mIoU: 0.359
2023-07-24 19:19:51,364 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.846, mIoU: 0.362
2023-07-24 19:19:51,379 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.847, mIoU: 0.363
2023-07-24 19:19:51,394 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.846, mIoU: 0.365
2023-07-24 19:19:51,409 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.847, mIoU: 0.364
2023-07-24 19:19:51,424 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.848, mIoU: 0.364
2023-07-24 19:19:51,437 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.847, mIoU: 0.362
2023-07-24 19:19:51,452 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.848, mIoU: 0.362
2023-07-24 19:19:51,465 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.848, mIoU: 0.361
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2023-07-24 19:19:54,341 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.836, mIoU: 0.351
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2023-07-24 19:19:54,371 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.835, mIoU: 0.349
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2023-07-24 19:19:54,697 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.838, mIoU: 0.349
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2023-07-24 19:19:54,882 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.838, mIoU: 0.350
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2023-07-24 19:19:54,928 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.839, mIoU: 0.350
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2023-07-24 19:19:55,002 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.840, mIoU: 0.349
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2023-07-24 19:19:55,215 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.838, mIoU: 0.347
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2023-07-24 19:19:55,244 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.838, mIoU: 0.349
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2023-07-24 19:19:55,274 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.838, mIoU: 0.350
2023-07-24 19:19:55,287 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.839, mIoU: 0.353
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2023-07-24 19:19:55,347 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.838, mIoU: 0.350
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2023-07-24 19:19:55,738 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.838, mIoU: 0.346
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2023-07-24 19:19:55,784 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.837, mIoU: 0.344
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2023-07-24 19:19:55,830 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.837, mIoU: 0.345
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2023-07-24 19:19:55,891 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.837, mIoU: 0.346
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2023-07-24 19:19:55,967 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.838, mIoU: 0.350
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2023-07-24 19:19:56,098 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.838, mIoU: 0.352
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2023-07-24 19:19:56,151 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.839, mIoU: 0.355
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2023-07-24 19:19:56,260 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.840, mIoU: 0.356
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2023-07-24 19:19:56,360 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.841, mIoU: 0.359
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2023-07-24 19:19:57,158 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.838, mIoU: 0.358
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2023-07-24 19:19:57,215 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.838, mIoU: 0.357
2023-07-24 19:19:57,230 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.838, mIoU: 0.357
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2023-07-24 19:19:57,273 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.838, mIoU: 0.357
2023-07-24 19:19:57,289 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.838, mIoU: 0.357
2023-07-24 19:19:57,305 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,317 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.838, mIoU: 0.357
2023-07-24 19:19:57,332 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:57,348 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.838, mIoU: 0.358
2023-07-24 19:19:57,361 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.838, mIoU: 0.358
2023-07-24 19:19:57,376 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 19:19:57,389 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,404 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.839, mIoU: 0.359
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2023-07-24 19:19:57,447 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,460 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.838, mIoU: 0.358
2023-07-24 19:19:57,473 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,488 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,503 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,518 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,533 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,548 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 19:19:57,561 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,576 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,591 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.839, mIoU: 0.359
2023-07-24 19:19:57,604 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,619 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,634 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,648 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,663 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,678 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,690 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,706 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,721 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,736 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.839, mIoU: 0.358
2023-07-24 19:19:57,751 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,767 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,779 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,794 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,809 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,825 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,838 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,854 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,869 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:57,885 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,900 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,915 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:57,931 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,946 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,961 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:57,976 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:57,989 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:58,003 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:58,018 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,033 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,046 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,061 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:58,075 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.837, mIoU: 0.353
2023-07-24 19:19:58,091 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.837, mIoU: 0.353
2023-07-24 19:19:58,106 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,122 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,138 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.837, mIoU: 0.353
2023-07-24 19:19:58,154 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.837, mIoU: 0.353
2023-07-24 19:19:58,169 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,184 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.837, mIoU: 0.355
2023-07-24 19:19:58,199 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.837, mIoU: 0.354
2023-07-24 19:19:58,213 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.836, mIoU: 0.352
2023-07-24 19:19:58,229 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.836, mIoU: 0.352
2023-07-24 19:19:58,247 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.836, mIoU: 0.353
2023-07-24 19:19:58,263 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.836, mIoU: 0.352
2023-07-24 19:19:58,278 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.836, mIoU: 0.353
2023-07-24 19:19:58,289 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.836, mIoU: 0.353
2023-07-24 19:19:58,302 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.836, mIoU: 0.353
2023-07-24 19:19:58,317 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.836, mIoU: 0.353
2023-07-24 19:19:58,331 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.836, mIoU: 0.352
2023-07-24 19:19:58,345 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,359 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,372 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,388 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,404 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.837, mIoU: 0.353
2023-07-24 19:19:58,419 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 19:19:58,435 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.837, mIoU: 0.356
2023-07-24 19:19:58,448 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.837, mIoU: 0.356
2023-07-24 19:19:58,462 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.837, mIoU: 0.356
2023-07-24 19:19:58,475 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,490 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,505 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,520 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,536 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,550 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,565 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,579 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,594 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,608 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:58,621 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,635 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,649 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,665 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,680 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,693 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,708 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.838, mIoU: 0.356
2023-07-24 19:19:58,724 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,740 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,753 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:58,767 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.838, mIoU: 0.355
2023-07-24 19:19:58,775 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:58,791 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:58,807 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:58,822 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:58,838 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:58,853 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:58,869 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:58,885 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.839, mIoU: 0.355
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2023-07-24 19:19:58,913 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:58,928 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:58,942 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.839, mIoU: 0.355
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2023-07-24 19:19:58,985 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 19:19:58,998 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.840, mIoU: 0.354
2023-07-24 19:19:59,010 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 19:19:59,024 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 19:19:59,037 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.838, mIoU: 0.353
2023-07-24 19:19:59,050 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.838, mIoU: 0.353
2023-07-24 19:19:59,064 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 19:19:59,078 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,093 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,106 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,120 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,134 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,146 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,162 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,178 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:19:59,193 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:19:59,209 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,224 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,239 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,253 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.839, mIoU: 0.354
2023-07-24 19:19:59,269 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.839, mIoU: 0.355
2023-07-24 19:19:59,284 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,302 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,317 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,332 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:59,348 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:59,361 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,374 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,387 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,402 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,418 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,431 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:59,444 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:59,458 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,472 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,487 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:19:59,502 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-24 19:19:59,518 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.839, mIoU: 0.357
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2023-07-24 19:19:59,575 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:19:59,591 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:19:59,606 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:19:59,623 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.840, mIoU: 0.358
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2023-07-24 19:19:59,653 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.840, mIoU: 0.358
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2023-07-24 19:19:59,683 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.840, mIoU: 0.358
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2023-07-24 19:19:59,743 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.840, mIoU: 0.359
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2023-07-24 19:19:59,771 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.840, mIoU: 0.359
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2023-07-24 19:19:59,827 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.840, mIoU: 0.358
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2023-07-24 19:19:59,872 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,886 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:19:59,901 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.841, mIoU: 0.357
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2023-07-24 19:19:59,977 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.840, mIoU: 0.357
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2023-07-24 19:20:00,037 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,051 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,067 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,083 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,101 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,114 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,129 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,143 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,158 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,171 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,184 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,199 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,214 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:00,227 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:00,243 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,258 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,273 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,288 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,301 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,313 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,327 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 19:20:00,341 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,355 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:00,368 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.840, mIoU: 0.355
2023-07-24 19:20:00,385 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,399 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,412 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,427 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,443 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:00,459 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,475 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,488 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,502 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:00,517 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:00,533 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:00,548 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,563 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,576 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:00,590 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:00,602 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,617 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,633 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,648 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:00,662 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:00,673 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,686 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:00,701 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:00,716 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:00,729 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:00,745 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:00,758 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:00,774 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.842, mIoU: 0.360
2023-07-24 19:20:00,788 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.842, mIoU: 0.361
2023-07-24 19:20:00,803 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.842, mIoU: 0.361
2023-07-24 19:20:00,817 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 19:20:00,832 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 19:20:00,848 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.842, mIoU: 0.360
2023-07-24 19:20:00,861 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:00,877 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:00,892 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:00,907 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 19:20:00,922 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 19:20:00,937 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.842, mIoU: 0.360
2023-07-24 19:20:00,952 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-24 19:20:00,967 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:00,981 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:00,996 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,011 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,025 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,038 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,051 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,068 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,081 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,098 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,112 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,124 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,138 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,155 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,170 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,184 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,200 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,215 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,229 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,243 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,259 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,274 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,288 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,300 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,318 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,333 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:20:01,348 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,361 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,376 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,391 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,407 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,422 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,435 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,450 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,463 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,478 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,492 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,505 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,520 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.840, mIoU: 0.358
2023-07-24 19:20:01,533 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,548 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,563 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,578 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,594 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,609 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:20:01,624 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.839, mIoU: 0.356
2023-07-24 19:20:01,639 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,656 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,671 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,687 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,703 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,713 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,727 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,741 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,757 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.840, mIoU: 0.356
2023-07-24 19:20:01,772 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,788 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,802 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,817 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,833 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,847 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,864 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.840, mIoU: 0.357
2023-07-24 19:20:01,880 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,893 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,909 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:01,924 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,939 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,952 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,967 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:01,982 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:01,998 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:02,011 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:02,026 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:02,041 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.841, mIoU: 0.359
2023-07-24 19:20:02,054 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:02,068 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,083 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,096 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,111 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,124 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,138 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,153 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,168 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,184 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,199 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-24 19:20:02,215 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,229 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,242 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 19:20:02,258 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,271 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,285 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,300 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,316 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:02,331 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:02,347 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.841, mIoU: 0.357
2023-07-24 19:20:02,360 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:02,374 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.841, mIoU: 0.356
2023-07-24 19:20:02,390 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 19:20:02,404 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,417 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,432 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,445 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,460 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,474 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,489 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,504 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,518 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,527 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,543 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,558 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,571 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,585 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,601 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,616 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,630 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,645 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,661 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.843, mIoU: 0.356
2023-07-24 19:20:02,677 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.843, mIoU: 0.356
2023-07-24 19:20:02,692 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,707 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.842, mIoU: 0.354
2023-07-24 19:20:02,724 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,740 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,754 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.843, mIoU: 0.355
2023-07-24 19:20:02,769 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.843, mIoU: 0.355
2023-07-24 19:20:02,784 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.843, mIoU: 0.355
2023-07-24 19:20:02,798 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 19:20:02,811 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.842, mIoU: 0.356
2023-07-24 19:20:02,826 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 19:20:02,841 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,856 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,862 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.842, mIoU: 0.357
2023-07-24 19:20:02,875 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,888 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,900 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,912 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:02,927 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:02,941 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:02,956 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,967 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,980 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:02,994 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:03,005 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,021 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,034 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.842, mIoU: 0.358
2023-07-24 19:20:03,049 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,064 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,078 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,093 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:03,105 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:03,118 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:03,132 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:03,147 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,162 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,177 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,190 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,200 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,211 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,224 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,236 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,251 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,264 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,279 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,295 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-24 19:20:03,311 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,325 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,340 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,355 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,370 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,386 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,400 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,414 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,429 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,445 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,457 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,470 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,485 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,498 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,513 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,526 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,541 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,556 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,573 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,589 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,602 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,618 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,634 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,649 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,664 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,677 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,691 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,706 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 19:20:03,722 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.845, mIoU: 0.361
2023-07-24 19:20:03,737 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 19:20:03,752 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,768 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,784 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.845, mIoU: 0.360
2023-07-24 19:20:03,799 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,814 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,827 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,842 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,852 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,865 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,880 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.844, mIoU: 0.360
2023-07-24 19:20:03,892 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,906 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.844, mIoU: 0.359
2023-07-24 19:20:03,921 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,937 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,952 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,968 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:03,983 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:03,997 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,010 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,025 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,038 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,053 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,068 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,081 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,096 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:04,109 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.843, mIoU: 0.358
2023-07-24 19:20:04,124 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,139 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.843, mIoU: 0.359
2023-07-24 19:20:04,154 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:04,169 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:04,184 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:04,197 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:04,210 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.843, mIoU: 0.360
2023-07-24 19:20:04,226 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.843, mIoU: 0.361
2023-07-24 19:20:04,239 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.843, mIoU: 0.361
2023-07-24 19:20:04,252 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 19:20:04,268 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.844, mIoU: 0.363
2023-07-24 19:20:04,284 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.844, mIoU: 0.362
2023-07-24 19:20:04,299 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.844, mIoU: 0.363
2023-07-24 19:20:04,312 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-24 19:20:04,325 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,341 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,357 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,372 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,385 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,399 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,414 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,429 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-24 19:20:04,444 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.843, mIoU: 0.362
2023-07-24 19:20:04,459 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-24 19:20:04,474 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-24 19:20:04,488 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,503 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,518 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.844, mIoU: 0.364
2023-07-24 19:20:04,533 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,547 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-24 19:20:04,562 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,577 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,590 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,605 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,620 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,635 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.843, mIoU: 0.365
2023-07-24 19:20:04,648 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.843, mIoU: 0.365
2023-07-24 19:20:04,663 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,678 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,694 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,707 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,722 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,737 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,752 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.843, mIoU: 0.365
2023-07-24 19:20:04,767 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,782 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.843, mIoU: 0.364
2023-07-24 19:20:04,797 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,810 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,825 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,841 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:04,854 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:04,869 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,882 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:04,891 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,906 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,922 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,935 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,950 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,965 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,978 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:04,991 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,007 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,021 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,036 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,053 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,067 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,084 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,099 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,112 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,126 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,141 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,156 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,168 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,181 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,196 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,211 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,226 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,240 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,254 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,269 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,283 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.841, mIoU: 0.361
2023-07-24 19:20:05,297 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.841, mIoU: 0.361
2023-07-24 19:20:05,312 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,328 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,343 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,358 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.841, mIoU: 0.362
2023-07-24 19:20:05,372 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,387 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,402 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,417 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,432 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,445 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,461 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,474 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,487 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,499 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:05,514 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,528 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,543 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,558 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,568 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,581 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,597 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,613 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,626 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,640 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,657 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-24 19:20:05,672 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,686 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,701 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,717 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,730 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,746 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,760 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.842, mIoU: 0.364
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2023-07-24 19:20:05,805 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,820 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,836 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,849 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.842, mIoU: 0.366
2023-07-24 19:20:05,863 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,877 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:05,889 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,904 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,918 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,933 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,947 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,959 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,972 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:05,986 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:06,000 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,014 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,027 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,041 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,057 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,071 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,081 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:06,096 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,111 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:06,126 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-24 19:20:06,141 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:06,153 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.842, mIoU: 0.364
2023-07-24 19:20:06,168 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,182 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,194 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,209 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:06,224 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,238 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,253 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,268 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,283 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,298 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,313 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,327 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,342 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,358 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:06,374 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,387 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,402 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,414 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,429 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,445 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,461 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,474 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.839, mIoU: 0.363
2023-07-24 19:20:06,489 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.840, mIoU: 0.364
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2023-07-24 19:20:06,520 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,531 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.839, mIoU: 0.364
2023-07-24 19:20:06,546 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.839, mIoU: 0.364
2023-07-24 19:20:06,561 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,572 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.839, mIoU: 0.364
2023-07-24 19:20:06,586 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,602 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,616 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,629 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,641 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,656 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.839, mIoU: 0.364
2023-07-24 19:20:06,670 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,685 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:06,699 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,715 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,728 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,741 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,757 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,772 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,787 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,803 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.839, mIoU: 0.363
2023-07-24 19:20:06,819 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,832 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:06,848 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.840, mIoU: 0.363
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2023-07-24 19:20:06,893 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.839, mIoU: 0.364
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2023-07-24 19:20:07,023 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,036 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,079 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,109 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,124 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,140 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,153 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,168 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,183 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:07,196 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:07,211 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,226 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,241 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:07,256 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:07,271 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 19:20:07,286 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,300 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,315 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,329 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,373 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 19:20:07,389 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 19:20:07,404 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 19:20:07,417 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.839, mIoU: 0.360
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2023-07-24 19:20:07,534 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 19:20:07,549 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,564 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,593 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,620 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:07,633 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.840, mIoU: 0.362
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2023-07-24 19:20:07,731 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:07,906 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.839, mIoU: 0.361
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2023-07-24 19:20:07,995 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:08,115 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.840, mIoU: 0.363
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2023-07-24 19:20:08,145 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.839, mIoU: 0.363
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2023-07-24 19:20:08,282 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.839, mIoU: 0.362
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2023-07-24 19:20:08,483 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.839, mIoU: 0.363
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2023-07-24 19:20:08,540 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:08,555 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:08,568 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:08,581 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:08,595 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:08,610 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.839, mIoU: 0.363
2023-07-24 19:20:08,624 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.839, mIoU: 0.363
2023-07-24 19:20:08,637 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,649 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,664 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,679 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,693 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:08,706 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,721 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,738 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,754 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,770 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,786 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,794 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:08,809 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:08,822 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:08,835 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.840, mIoU: 0.364
2023-07-24 19:20:08,850 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,865 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,880 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,895 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,911 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,927 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,942 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,955 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:08,970 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 19:20:08,987 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,002 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,018 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,033 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,050 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,063 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,077 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,092 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,107 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,120 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,134 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,148 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,163 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,178 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,193 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.840, mIoU: 0.362
2023-07-24 19:20:09,207 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,222 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,237 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,249 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,264 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,277 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,291 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,307 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,321 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,336 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,349 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,364 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,379 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,394 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,409 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,424 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,439 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,454 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,467 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,481 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,495 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,510 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,525 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,540 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,555 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,571 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,585 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,595 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,610 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,623 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,639 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,654 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,669 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,683 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,695 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,705 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,721 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,736 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,751 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,764 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.840, mIoU: 0.363
2023-07-24 19:20:09,780 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,795 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,808 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,823 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,838 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,852 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,867 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,880 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,895 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,910 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,924 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,937 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,952 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,967 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.841, mIoU: 0.363
2023-07-24 19:20:09,982 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:09,998 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:10,011 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:10,025 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.841, mIoU: 0.365
2023-07-24 19:20:10,039 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:10,056 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-24 19:20:27,147 semantic_segmentation INFO: Iters: 17610/150000 || Lr: 0.017874 || Task Loss: 0.8445 || KD Loss: 0.3784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:09 || Estimated Time: 2 days, 16:17:47
2023-07-24 19:20:44,097 semantic_segmentation INFO: Iters: 17620/150000 || Lr: 0.017873 || Task Loss: 0.9382 || KD Loss: 0.3832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:26 || Estimated Time: 2 days, 16:17:25
2023-07-24 19:21:01,085 semantic_segmentation INFO: Iters: 17630/150000 || Lr: 0.017872 || Task Loss: 0.9402 || KD Loss: 0.3563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:43 || Estimated Time: 2 days, 16:17:05
2023-07-24 19:21:18,162 semantic_segmentation INFO: Iters: 17640/150000 || Lr: 0.017870 || Task Loss: 1.0488 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:00 || Estimated Time: 2 days, 16:16:44
2023-07-24 19:21:35,242 semantic_segmentation INFO: Iters: 17650/150000 || Lr: 0.017869 || Task Loss: 1.1822 || KD Loss: 0.5339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:17 || Estimated Time: 2 days, 16:16:23
2023-07-24 19:21:52,373 semantic_segmentation INFO: Iters: 17660/150000 || Lr: 0.017868 || Task Loss: 1.2277 || KD Loss: 0.5067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:34 || Estimated Time: 2 days, 16:16:03
2023-07-24 19:22:09,586 semantic_segmentation INFO: Iters: 17670/150000 || Lr: 0.017867 || Task Loss: 0.8912 || KD Loss: 0.3518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:51 || Estimated Time: 2 days, 16:15:43
2023-07-24 19:22:26,769 semantic_segmentation INFO: Iters: 17680/150000 || Lr: 0.017865 || Task Loss: 0.8336 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:09 || Estimated Time: 2 days, 16:15:24
2023-07-24 19:22:43,970 semantic_segmentation INFO: Iters: 17690/150000 || Lr: 0.017864 || Task Loss: 1.0389 || KD Loss: 0.3493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:26 || Estimated Time: 2 days, 16:15:04
2023-07-24 19:23:01,003 semantic_segmentation INFO: Iters: 17700/150000 || Lr: 0.017863 || Task Loss: 0.8027 || KD Loss: 0.3062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:43 || Estimated Time: 2 days, 16:14:43
2023-07-24 19:23:18,509 semantic_segmentation INFO: Iters: 17710/150000 || Lr: 0.017862 || Task Loss: 1.0235 || KD Loss: 0.3987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:00 || Estimated Time: 2 days, 16:14:26
2023-07-24 19:23:35,444 semantic_segmentation INFO: Iters: 17720/150000 || Lr: 0.017861 || Task Loss: 0.9488 || KD Loss: 0.3986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:17 || Estimated Time: 2 days, 16:14:05
2023-07-24 19:23:52,283 semantic_segmentation INFO: Iters: 17730/150000 || Lr: 0.017859 || Task Loss: 0.8789 || KD Loss: 0.3825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:34 || Estimated Time: 2 days, 16:13:42
2023-07-24 19:24:09,326 semantic_segmentation INFO: Iters: 17740/150000 || Lr: 0.017858 || Task Loss: 1.1128 || KD Loss: 0.5020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:51 || Estimated Time: 2 days, 16:13:22
2023-07-24 19:24:26,271 semantic_segmentation INFO: Iters: 17750/150000 || Lr: 0.017857 || Task Loss: 1.1235 || KD Loss: 0.4431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:08 || Estimated Time: 2 days, 16:13:00
2023-07-24 19:24:43,255 semantic_segmentation INFO: Iters: 17760/150000 || Lr: 0.017856 || Task Loss: 0.7689 || KD Loss: 0.2984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:25 || Estimated Time: 2 days, 16:12:39
2023-07-24 19:25:00,231 semantic_segmentation INFO: Iters: 17770/150000 || Lr: 0.017855 || Task Loss: 0.6034 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:42 || Estimated Time: 2 days, 16:12:18
2023-07-24 19:25:17,159 semantic_segmentation INFO: Iters: 17780/150000 || Lr: 0.017853 || Task Loss: 1.0189 || KD Loss: 0.3506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:59 || Estimated Time: 2 days, 16:11:56
2023-07-24 19:25:34,156 semantic_segmentation INFO: Iters: 17790/150000 || Lr: 0.017852 || Task Loss: 0.5942 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:16 || Estimated Time: 2 days, 16:11:35
2023-07-24 19:25:51,051 semantic_segmentation INFO: Iters: 17800/150000 || Lr: 0.017851 || Task Loss: 0.9835 || KD Loss: 0.4757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:33 || Estimated Time: 2 days, 16:11:13
2023-07-24 19:26:07,896 semantic_segmentation INFO: Iters: 17810/150000 || Lr: 0.017850 || Task Loss: 0.8771 || KD Loss: 0.3584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:50 || Estimated Time: 2 days, 16:10:51
2023-07-24 19:26:25,055 semantic_segmentation INFO: Iters: 17820/150000 || Lr: 0.017848 || Task Loss: 1.0461 || KD Loss: 0.4027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:07 || Estimated Time: 2 days, 16:10:31
2023-07-24 19:26:42,097 semantic_segmentation INFO: Iters: 17830/150000 || Lr: 0.017847 || Task Loss: 1.1799 || KD Loss: 0.4884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:24 || Estimated Time: 2 days, 16:10:11
2023-07-24 19:26:59,454 semantic_segmentation INFO: Iters: 17840/150000 || Lr: 0.017846 || Task Loss: 0.5546 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:41 || Estimated Time: 2 days, 16:09:52
2023-07-24 19:27:16,594 semantic_segmentation INFO: Iters: 17850/150000 || Lr: 0.017845 || Task Loss: 0.9071 || KD Loss: 0.3181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:58 || Estimated Time: 2 days, 16:09:32
2023-07-24 19:27:33,664 semantic_segmentation INFO: Iters: 17860/150000 || Lr: 0.017844 || Task Loss: 1.3160 || KD Loss: 0.5290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:15 || Estimated Time: 2 days, 16:09:11
2023-07-24 19:27:50,863 semantic_segmentation INFO: Iters: 17870/150000 || Lr: 0.017842 || Task Loss: 0.7450 || KD Loss: 0.2723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:33 || Estimated Time: 2 days, 16:08:52
2023-07-24 19:28:08,019 semantic_segmentation INFO: Iters: 17880/150000 || Lr: 0.017841 || Task Loss: 1.3860 || KD Loss: 0.5830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:50 || Estimated Time: 2 days, 16:08:32
2023-07-24 19:28:25,274 semantic_segmentation INFO: Iters: 17890/150000 || Lr: 0.017840 || Task Loss: 0.8068 || KD Loss: 0.3156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:07 || Estimated Time: 2 days, 16:08:13
2023-07-24 19:28:42,674 semantic_segmentation INFO: Iters: 17900/150000 || Lr: 0.017839 || Task Loss: 0.9329 || KD Loss: 0.3102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:24 || Estimated Time: 2 days, 16:07:55
2023-07-24 19:28:59,882 semantic_segmentation INFO: Iters: 17910/150000 || Lr: 0.017837 || Task Loss: 0.8225 || KD Loss: 0.2563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:42 || Estimated Time: 2 days, 16:07:35
2023-07-24 19:29:17,082 semantic_segmentation INFO: Iters: 17920/150000 || Lr: 0.017836 || Task Loss: 0.8264 || KD Loss: 0.3027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:59 || Estimated Time: 2 days, 16:07:16
2023-07-24 19:29:34,201 semantic_segmentation INFO: Iters: 17930/150000 || Lr: 0.017835 || Task Loss: 1.0700 || KD Loss: 0.3713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:16 || Estimated Time: 2 days, 16:06:56
2023-07-24 19:29:51,729 semantic_segmentation INFO: Iters: 17940/150000 || Lr: 0.017834 || Task Loss: 1.5962 || KD Loss: 0.6972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:34 || Estimated Time: 2 days, 16:06:39
2023-07-24 19:30:08,533 semantic_segmentation INFO: Iters: 17950/150000 || Lr: 0.017833 || Task Loss: 0.9942 || KD Loss: 0.3561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:50 || Estimated Time: 2 days, 16:06:16
2023-07-24 19:30:25,688 semantic_segmentation INFO: Iters: 17960/150000 || Lr: 0.017831 || Task Loss: 1.6942 || KD Loss: 0.7926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:07 || Estimated Time: 2 days, 16:05:56
2023-07-24 19:30:42,704 semantic_segmentation INFO: Iters: 17970/150000 || Lr: 0.017830 || Task Loss: 0.6058 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:24 || Estimated Time: 2 days, 16:05:36
2023-07-24 19:30:59,756 semantic_segmentation INFO: Iters: 17980/150000 || Lr: 0.017829 || Task Loss: 0.7578 || KD Loss: 0.2657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:42 || Estimated Time: 2 days, 16:05:15
2023-07-24 19:31:16,737 semantic_segmentation INFO: Iters: 17990/150000 || Lr: 0.017828 || Task Loss: 0.7173 || KD Loss: 0.2802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:59 || Estimated Time: 2 days, 16:04:54
2023-07-24 19:31:33,741 semantic_segmentation INFO: Iters: 18000/150000 || Lr: 0.017827 || Task Loss: 0.6437 || KD Loss: 0.2644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:16 || Estimated Time: 2 days, 16:04:33
2023-07-24 19:31:50,725 semantic_segmentation INFO: Iters: 18010/150000 || Lr: 0.017825 || Task Loss: 1.0129 || KD Loss: 0.3565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:33 || Estimated Time: 2 days, 16:04:12
2023-07-24 19:32:08,126 semantic_segmentation INFO: Iters: 18020/150000 || Lr: 0.017824 || Task Loss: 1.5673 || KD Loss: 0.6853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:50 || Estimated Time: 2 days, 16:03:54
2023-07-24 19:32:25,117 semantic_segmentation INFO: Iters: 18030/150000 || Lr: 0.017823 || Task Loss: 0.7249 || KD Loss: 0.2892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:07 || Estimated Time: 2 days, 16:03:33
2023-07-24 19:32:42,138 semantic_segmentation INFO: Iters: 18040/150000 || Lr: 0.017822 || Task Loss: 1.1240 || KD Loss: 0.4448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:24 || Estimated Time: 2 days, 16:03:12
2023-07-24 19:32:59,262 semantic_segmentation INFO: Iters: 18050/150000 || Lr: 0.017820 || Task Loss: 0.7421 || KD Loss: 0.2485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:41 || Estimated Time: 2 days, 16:02:52
2023-07-24 19:33:16,268 semantic_segmentation INFO: Iters: 18060/150000 || Lr: 0.017819 || Task Loss: 1.2245 || KD Loss: 0.5414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:58 || Estimated Time: 2 days, 16:02:31
2023-07-24 19:33:33,299 semantic_segmentation INFO: Iters: 18070/150000 || Lr: 0.017818 || Task Loss: 1.0892 || KD Loss: 0.4865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:15 || Estimated Time: 2 days, 16:02:10
2023-07-24 19:33:50,317 semantic_segmentation INFO: Iters: 18080/150000 || Lr: 0.017817 || Task Loss: 1.0617 || KD Loss: 0.3831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:32 || Estimated Time: 2 days, 16:01:50
2023-07-24 19:34:07,658 semantic_segmentation INFO: Iters: 18090/150000 || Lr: 0.017816 || Task Loss: 0.5273 || KD Loss: 0.2191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:49 || Estimated Time: 2 days, 16:01:31
2023-07-24 19:34:24,607 semantic_segmentation INFO: Iters: 18100/150000 || Lr: 0.017814 || Task Loss: 1.0380 || KD Loss: 0.4119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:06 || Estimated Time: 2 days, 16:01:10
2023-07-24 19:34:41,613 semantic_segmentation INFO: Iters: 18110/150000 || Lr: 0.017813 || Task Loss: 1.3299 || KD Loss: 0.5653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:23 || Estimated Time: 2 days, 16:00:49
2023-07-24 19:34:58,607 semantic_segmentation INFO: Iters: 18120/150000 || Lr: 0.017812 || Task Loss: 1.0678 || KD Loss: 0.3815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:40 || Estimated Time: 2 days, 16:00:28
2023-07-24 19:35:15,603 semantic_segmentation INFO: Iters: 18130/150000 || Lr: 0.017811 || Task Loss: 0.7544 || KD Loss: 0.2994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:57 || Estimated Time: 2 days, 16:00:07
2023-07-24 19:35:32,499 semantic_segmentation INFO: Iters: 18140/150000 || Lr: 0.017810 || Task Loss: 1.3321 || KD Loss: 0.6030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:14 || Estimated Time: 2 days, 15:59:45
2023-07-24 19:35:49,527 semantic_segmentation INFO: Iters: 18150/150000 || Lr: 0.017808 || Task Loss: 0.7974 || KD Loss: 0.3305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:31 || Estimated Time: 2 days, 15:59:25
2023-07-24 19:36:06,608 semantic_segmentation INFO: Iters: 18160/150000 || Lr: 0.017807 || Task Loss: 1.1025 || KD Loss: 0.4291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:48 || Estimated Time: 2 days, 15:59:04
2023-07-24 19:36:23,680 semantic_segmentation INFO: Iters: 18170/150000 || Lr: 0.017806 || Task Loss: 0.9004 || KD Loss: 0.3730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:05 || Estimated Time: 2 days, 15:58:44
2023-07-24 19:36:40,863 semantic_segmentation INFO: Iters: 18180/150000 || Lr: 0.017805 || Task Loss: 1.2293 || KD Loss: 0.5599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:23 || Estimated Time: 2 days, 15:58:24
2023-07-24 19:36:57,663 semantic_segmentation INFO: Iters: 18190/150000 || Lr: 0.017803 || Task Loss: 0.9145 || KD Loss: 0.4334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:39 || Estimated Time: 2 days, 15:58:02
2023-07-24 19:37:14,609 semantic_segmentation INFO: Iters: 18200/150000 || Lr: 0.017802 || Task Loss: 1.1543 || KD Loss: 0.5806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:56 || Estimated Time: 2 days, 15:57:41
2023-07-24 19:37:31,530 semantic_segmentation INFO: Iters: 18210/150000 || Lr: 0.017801 || Task Loss: 0.8996 || KD Loss: 0.3497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:13 || Estimated Time: 2 days, 15:57:20
2023-07-24 19:37:48,902 semantic_segmentation INFO: Iters: 18220/150000 || Lr: 0.017800 || Task Loss: 1.0830 || KD Loss: 0.3849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:31 || Estimated Time: 2 days, 15:57:01
2023-07-24 19:38:05,919 semantic_segmentation INFO: Iters: 18230/150000 || Lr: 0.017799 || Task Loss: 1.0601 || KD Loss: 0.4565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:48 || Estimated Time: 2 days, 15:56:41
2023-07-24 19:38:22,959 semantic_segmentation INFO: Iters: 18240/150000 || Lr: 0.017797 || Task Loss: 0.7648 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:05 || Estimated Time: 2 days, 15:56:20
2023-07-24 19:38:39,971 semantic_segmentation INFO: Iters: 18250/150000 || Lr: 0.017796 || Task Loss: 1.1409 || KD Loss: 0.5400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:22 || Estimated Time: 2 days, 15:55:59
2023-07-24 19:38:56,915 semantic_segmentation INFO: Iters: 18260/150000 || Lr: 0.017795 || Task Loss: 0.7493 || KD Loss: 0.2287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:39 || Estimated Time: 2 days, 15:55:38
2023-07-24 19:39:14,174 semantic_segmentation INFO: Iters: 18270/150000 || Lr: 0.017794 || Task Loss: 0.6606 || KD Loss: 0.2327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:56 || Estimated Time: 2 days, 15:55:19
2023-07-24 19:39:31,258 semantic_segmentation INFO: Iters: 18280/150000 || Lr: 0.017793 || Task Loss: 1.7909 || KD Loss: 0.8687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:13 || Estimated Time: 2 days, 15:54:59
2023-07-24 19:39:48,301 semantic_segmentation INFO: Iters: 18290/150000 || Lr: 0.017791 || Task Loss: 0.9612 || KD Loss: 0.3506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:30 || Estimated Time: 2 days, 15:54:39
2023-07-24 19:40:05,320 semantic_segmentation INFO: Iters: 18300/150000 || Lr: 0.017790 || Task Loss: 0.7831 || KD Loss: 0.3470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:47 || Estimated Time: 2 days, 15:54:17
2023-07-24 19:40:22,684 semantic_segmentation INFO: Iters: 18310/150000 || Lr: 0.017789 || Task Loss: 0.9658 || KD Loss: 0.3715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:04 || Estimated Time: 2 days, 15:53:59
2023-07-24 19:40:39,654 semantic_segmentation INFO: Iters: 18320/150000 || Lr: 0.017788 || Task Loss: 1.2231 || KD Loss: 0.4706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:21 || Estimated Time: 2 days, 15:53:38
2023-07-24 19:40:56,679 semantic_segmentation INFO: Iters: 18330/150000 || Lr: 0.017786 || Task Loss: 1.0267 || KD Loss: 0.3988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:38 || Estimated Time: 2 days, 15:53:18
2023-07-24 19:41:13,796 semantic_segmentation INFO: Iters: 18340/150000 || Lr: 0.017785 || Task Loss: 0.8764 || KD Loss: 0.3270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:56 || Estimated Time: 2 days, 15:52:58
2023-07-24 19:41:31,206 semantic_segmentation INFO: Iters: 18350/150000 || Lr: 0.017784 || Task Loss: 1.1336 || KD Loss: 0.5696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:13 || Estimated Time: 2 days, 15:52:40
2023-07-24 19:41:48,119 semantic_segmentation INFO: Iters: 18360/150000 || Lr: 0.017783 || Task Loss: 0.8515 || KD Loss: 0.3184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:30 || Estimated Time: 2 days, 15:52:18
2023-07-24 19:42:05,120 semantic_segmentation INFO: Iters: 18370/150000 || Lr: 0.017782 || Task Loss: 0.9062 || KD Loss: 0.3333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:47 || Estimated Time: 2 days, 15:51:57
2023-07-24 19:42:22,316 semantic_segmentation INFO: Iters: 18380/150000 || Lr: 0.017780 || Task Loss: 0.6570 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:04 || Estimated Time: 2 days, 15:51:38
2023-07-24 19:42:39,647 semantic_segmentation INFO: Iters: 18390/150000 || Lr: 0.017779 || Task Loss: 1.0845 || KD Loss: 0.4612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:21 || Estimated Time: 2 days, 15:51:20
2023-07-24 19:42:56,663 semantic_segmentation INFO: Iters: 18400/150000 || Lr: 0.017778 || Task Loss: 1.0360 || KD Loss: 0.3872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:38 || Estimated Time: 2 days, 15:50:59
2023-07-24 19:42:56,787 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 19:42:57,187 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.086
2023-07-24 19:42:57,199 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.933, mIoU: 0.122
2023-07-24 19:42:57,211 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.933, mIoU: 0.123
2023-07-24 19:42:57,225 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.932, mIoU: 0.121
2023-07-24 19:42:57,238 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.879, mIoU: 0.165
2023-07-24 19:42:57,250 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.892, mIoU: 0.211
2023-07-24 19:42:57,264 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.870, mIoU: 0.220
2023-07-24 19:42:57,278 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.882, mIoU: 0.235
2023-07-24 19:42:57,290 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.879, mIoU: 0.233
2023-07-24 19:42:57,303 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.868, mIoU: 0.233
2023-07-24 19:42:57,317 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.859, mIoU: 0.235
2023-07-24 19:42:57,331 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.871, mIoU: 0.266
2023-07-24 19:42:57,343 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.835, mIoU: 0.236
2023-07-24 19:42:57,357 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.838, mIoU: 0.223
2023-07-24 19:42:57,370 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.839, mIoU: 0.233
2023-07-24 19:42:57,383 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.837, mIoU: 0.232
2023-07-24 19:42:57,393 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.836, mIoU: 0.229
2023-07-24 19:42:57,405 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.833, mIoU: 0.227
2023-07-24 19:42:57,516 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.837, mIoU: 0.229
2023-07-24 19:42:57,531 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.843, mIoU: 0.272
2023-07-24 19:42:57,545 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.846, mIoU: 0.271
2023-07-24 19:42:57,560 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.848, mIoU: 0.267
2023-07-24 19:42:57,575 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.845, mIoU: 0.282
2023-07-24 19:42:57,590 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.844, mIoU: 0.279
2023-07-24 19:42:57,607 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.838, mIoU: 0.276
2023-07-24 19:42:57,622 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.838, mIoU: 0.290
2023-07-24 19:42:57,638 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.840, mIoU: 0.288
2023-07-24 19:42:57,650 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.837, mIoU: 0.275
2023-07-24 19:42:57,666 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.834, mIoU: 0.272
2023-07-24 19:42:57,682 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.840, mIoU: 0.273
2023-07-24 19:42:57,696 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.838, mIoU: 0.265
2023-07-24 19:42:57,712 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.842, mIoU: 0.267
2023-07-24 19:42:57,728 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.844, mIoU: 0.268
2023-07-24 19:42:57,743 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.840, mIoU: 0.265
2023-07-24 19:42:57,758 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.841, mIoU: 0.296
2023-07-24 19:42:57,773 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.842, mIoU: 0.297
2023-07-24 19:42:57,786 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.846, mIoU: 0.300
2023-07-24 19:42:57,800 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.848, mIoU: 0.303
2023-07-24 19:42:57,818 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.852, mIoU: 0.314
2023-07-24 19:42:57,831 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.852, mIoU: 0.314
2023-07-24 19:42:57,845 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.848, mIoU: 0.332
2023-07-24 19:42:57,860 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.852, mIoU: 0.332
2023-07-24 19:42:57,874 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.848, mIoU: 0.330
2023-07-24 19:42:57,888 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.850, mIoU: 0.330
2023-07-24 19:42:57,903 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.849, mIoU: 0.333
2023-07-24 19:42:57,918 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.849, mIoU: 0.333
2023-07-24 19:42:57,932 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.852, mIoU: 0.341
2023-07-24 19:42:57,944 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.853, mIoU: 0.342
2023-07-24 19:42:57,959 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.854, mIoU: 0.344
2023-07-24 19:42:57,975 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.854, mIoU: 0.341
2023-07-24 19:42:57,991 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.852, mIoU: 0.339
2023-07-24 19:42:58,006 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.855, mIoU: 0.339
2023-07-24 19:42:58,020 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.857, mIoU: 0.337
2023-07-24 19:42:58,036 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.857, mIoU: 0.336
2023-07-24 19:42:58,051 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.858, mIoU: 0.339
2023-07-24 19:42:58,064 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.856, mIoU: 0.336
2023-07-24 19:42:58,079 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.857, mIoU: 0.336
2023-07-24 19:42:58,096 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.860, mIoU: 0.334
2023-07-24 19:42:58,109 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.861, mIoU: 0.337
2023-07-24 19:42:58,124 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.851, mIoU: 0.333
2023-07-24 19:42:58,138 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.849, mIoU: 0.325
2023-07-24 19:42:58,153 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.850, mIoU: 0.323
2023-07-24 19:42:58,165 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.852, mIoU: 0.323
2023-07-24 19:42:58,183 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.850, mIoU: 0.335
2023-07-24 19:42:58,196 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.851, mIoU: 0.354
2023-07-24 19:42:58,212 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.852, mIoU: 0.354
2023-07-24 19:42:58,228 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.854, mIoU: 0.353
2023-07-24 19:42:58,242 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.854, mIoU: 0.371
2023-07-24 19:42:58,258 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.856, mIoU: 0.372
2023-07-24 19:42:58,274 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.851, mIoU: 0.368
2023-07-24 19:42:58,290 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.851, mIoU: 0.383
2023-07-24 19:42:58,304 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.853, mIoU: 0.384
2023-07-24 19:42:58,320 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.851, mIoU: 0.373
2023-07-24 19:42:58,336 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.852, mIoU: 0.371
2023-07-24 19:42:58,351 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.851, mIoU: 0.384
2023-07-24 19:42:58,367 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 19:42:58,382 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.832, mIoU: 0.372
2023-07-24 19:42:58,391 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.828, mIoU: 0.370
2023-07-24 19:42:58,406 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.827, mIoU: 0.380
2023-07-24 19:42:58,422 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.827, mIoU: 0.382
2023-07-24 19:42:58,435 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.818, mIoU: 0.364
2023-07-24 19:42:58,450 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.819, mIoU: 0.365
2023-07-24 19:42:58,464 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.818, mIoU: 0.367
2023-07-24 19:42:58,479 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.815, mIoU: 0.353
2023-07-24 19:42:58,494 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.813, mIoU: 0.341
2023-07-24 19:42:58,509 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.815, mIoU: 0.343
2023-07-24 19:42:58,523 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.816, mIoU: 0.344
2023-07-24 19:42:58,538 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.816, mIoU: 0.340
2023-07-24 19:42:58,552 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.815, mIoU: 0.339
2023-07-24 19:42:58,565 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.815, mIoU: 0.339
2023-07-24 19:42:58,579 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.816, mIoU: 0.342
2023-07-24 19:42:58,594 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.818, mIoU: 0.343
2023-07-24 19:42:58,609 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.817, mIoU: 0.348
2023-07-24 19:42:58,624 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.819, mIoU: 0.361
2023-07-24 19:42:58,639 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.817, mIoU: 0.361
2023-07-24 19:42:58,654 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.816, mIoU: 0.360
2023-07-24 19:42:58,666 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.816, mIoU: 0.359
2023-07-24 19:42:58,679 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.818, mIoU: 0.362
2023-07-24 19:42:58,694 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.819, mIoU: 0.362
2023-07-24 19:42:58,708 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.816, mIoU: 0.362
2023-07-24 19:42:58,723 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.817, mIoU: 0.361
2023-07-24 19:42:58,738 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.817, mIoU: 0.359
2023-07-24 19:42:58,751 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.819, mIoU: 0.360
2023-07-24 19:42:58,766 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.818, mIoU: 0.359
2023-07-24 19:42:58,780 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.817, mIoU: 0.357
2023-07-24 19:42:58,793 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.818, mIoU: 0.362
2023-07-24 19:42:58,808 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.817, mIoU: 0.363
2023-07-24 19:42:58,823 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.818, mIoU: 0.364
2023-07-24 19:42:58,837 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.819, mIoU: 0.366
2023-07-24 19:42:58,851 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.820, mIoU: 0.364
2023-07-24 19:42:58,864 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.821, mIoU: 0.368
2023-07-24 19:42:58,878 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.822, mIoU: 0.368
2023-07-24 19:42:58,893 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.823, mIoU: 0.368
2023-07-24 19:42:58,908 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.823, mIoU: 0.366
2023-07-24 19:42:58,924 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.824, mIoU: 0.368
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2023-07-24 19:43:01,798 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.811, mIoU: 0.356
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2023-07-24 19:43:01,871 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.812, mIoU: 0.357
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2023-07-24 19:43:01,915 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.814, mIoU: 0.358
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2023-07-24 19:43:01,945 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.813, mIoU: 0.357
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2023-07-24 19:43:02,063 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.815, mIoU: 0.359
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2023-07-24 19:43:02,105 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.816, mIoU: 0.359
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2023-07-24 19:43:02,132 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.817, mIoU: 0.360
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2023-07-24 19:43:02,278 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.819, mIoU: 0.361
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2023-07-24 19:43:02,309 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.820, mIoU: 0.360
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2023-07-24 19:43:02,480 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.820, mIoU: 0.358
2023-07-24 19:43:02,492 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.820, mIoU: 0.357
2023-07-24 19:43:02,507 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.818, mIoU: 0.356
2023-07-24 19:43:02,523 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.818, mIoU: 0.356
2023-07-24 19:43:02,537 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.818, mIoU: 0.355
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2023-07-24 19:43:02,566 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.818, mIoU: 0.355
2023-07-24 19:43:02,580 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.818, mIoU: 0.353
2023-07-24 19:43:02,596 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.818, mIoU: 0.353
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2023-07-24 19:43:02,686 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.819, mIoU: 0.352
2023-07-24 19:43:02,701 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.820, mIoU: 0.352
2023-07-24 19:43:02,716 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.820, mIoU: 0.351
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2023-07-24 19:43:02,747 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.821, mIoU: 0.351
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2023-07-24 19:43:02,793 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.820, mIoU: 0.351
2023-07-24 19:43:02,808 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.821, mIoU: 0.350
2023-07-24 19:43:02,824 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.821, mIoU: 0.351
2023-07-24 19:43:02,837 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.822, mIoU: 0.351
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2023-07-24 19:43:02,867 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.823, mIoU: 0.354
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2023-07-24 19:43:03,100 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.823, mIoU: 0.353
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2023-07-24 19:43:03,232 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.822, mIoU: 0.352
2023-07-24 19:43:03,245 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.823, mIoU: 0.352
2023-07-24 19:43:03,259 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.823, mIoU: 0.353
2023-07-24 19:43:03,271 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.823, mIoU: 0.353
2023-07-24 19:43:03,286 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.823, mIoU: 0.354
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2023-07-24 19:43:03,317 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.824, mIoU: 0.357
2023-07-24 19:43:03,332 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.824, mIoU: 0.357
2023-07-24 19:43:03,345 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.824, mIoU: 0.357
2023-07-24 19:43:03,361 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.824, mIoU: 0.357
2023-07-24 19:43:03,376 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.822, mIoU: 0.356
2023-07-24 19:43:03,390 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.821, mIoU: 0.355
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2023-07-24 19:43:03,462 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.821, mIoU: 0.362
2023-07-24 19:43:03,477 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.821, mIoU: 0.360
2023-07-24 19:43:03,492 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.822, mIoU: 0.360
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2023-07-24 19:43:03,520 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.821, mIoU: 0.359
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2023-07-24 19:43:03,640 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.822, mIoU: 0.360
2023-07-24 19:43:03,656 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.822, mIoU: 0.359
2023-07-24 19:43:03,672 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.822, mIoU: 0.360
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2023-07-24 19:43:03,702 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.822, mIoU: 0.359
2023-07-24 19:43:03,718 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.823, mIoU: 0.360
2023-07-24 19:43:03,731 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.822, mIoU: 0.360
2023-07-24 19:43:03,744 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.823, mIoU: 0.360
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2023-07-24 19:43:03,776 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.821, mIoU: 0.356
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2023-07-24 19:43:03,819 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.821, mIoU: 0.357
2023-07-24 19:43:03,833 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.821, mIoU: 0.357
2023-07-24 19:43:03,846 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.821, mIoU: 0.357
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2023-07-24 19:43:03,870 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.820, mIoU: 0.355
2023-07-24 19:43:03,884 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.821, mIoU: 0.355
2023-07-24 19:43:03,898 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.821, mIoU: 0.356
2023-07-24 19:43:03,913 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.821, mIoU: 0.354
2023-07-24 19:43:03,928 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.821, mIoU: 0.354
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2023-07-24 19:43:03,990 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.821, mIoU: 0.357
2023-07-24 19:43:04,004 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.821, mIoU: 0.356
2023-07-24 19:43:04,019 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.822, mIoU: 0.357
2023-07-24 19:43:04,032 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.821, mIoU: 0.357
2023-07-24 19:43:04,047 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.821, mIoU: 0.357
2023-07-24 19:43:04,063 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.822, mIoU: 0.358
2023-07-24 19:43:04,079 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.822, mIoU: 0.359
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2023-07-24 19:43:04,137 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.823, mIoU: 0.361
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2023-07-24 19:43:04,192 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.823, mIoU: 0.362
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2023-07-24 19:43:04,236 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.823, mIoU: 0.363
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2023-07-24 19:43:04,266 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.823, mIoU: 0.362
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2023-07-24 19:43:04,303 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.824, mIoU: 0.365
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2023-07-24 19:43:04,331 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.824, mIoU: 0.366
2023-07-24 19:43:04,344 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.825, mIoU: 0.366
2023-07-24 19:43:04,357 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.825, mIoU: 0.368
2023-07-24 19:43:04,372 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.825, mIoU: 0.368
2023-07-24 19:43:04,387 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.825, mIoU: 0.368
2023-07-24 19:43:04,402 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.825, mIoU: 0.368
2023-07-24 19:43:04,410 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.825, mIoU: 0.368
2023-07-24 19:43:04,425 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.826, mIoU: 0.368
2023-07-24 19:43:04,440 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.826, mIoU: 0.369
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2023-07-24 19:43:04,468 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.826, mIoU: 0.370
2023-07-24 19:43:04,483 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,496 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.827, mIoU: 0.371
2023-07-24 19:43:04,512 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.827, mIoU: 0.373
2023-07-24 19:43:04,525 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.827, mIoU: 0.373
2023-07-24 19:43:04,541 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.827, mIoU: 0.369
2023-07-24 19:43:04,557 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.827, mIoU: 0.369
2023-07-24 19:43:04,573 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,589 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.827, mIoU: 0.369
2023-07-24 19:43:04,603 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,617 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,632 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.827, mIoU: 0.371
2023-07-24 19:43:04,647 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,661 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.827, mIoU: 0.370
2023-07-24 19:43:04,675 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.828, mIoU: 0.370
2023-07-24 19:43:04,691 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:04,707 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:04,722 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.828, mIoU: 0.374
2023-07-24 19:43:04,735 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.828, mIoU: 0.375
2023-07-24 19:43:04,749 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.828, mIoU: 0.374
2023-07-24 19:43:04,764 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.828, mIoU: 0.374
2023-07-24 19:43:04,779 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.828, mIoU: 0.375
2023-07-24 19:43:04,793 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:04,808 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:04,821 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:04,836 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:04,851 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:04,864 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:04,879 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.829, mIoU: 0.381
2023-07-24 19:43:04,891 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.829, mIoU: 0.382
2023-07-24 19:43:04,906 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.829, mIoU: 0.382
2023-07-24 19:43:04,919 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.829, mIoU: 0.382
2023-07-24 19:43:04,930 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:04,943 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:04,958 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:04,973 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.827, mIoU: 0.382
2023-07-24 19:43:04,988 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.827, mIoU: 0.381
2023-07-24 19:43:05,003 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,012 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,027 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,042 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,058 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,073 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,088 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,101 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,114 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,129 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,144 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,159 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,172 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.828, mIoU: 0.382
2023-07-24 19:43:05,185 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.827, mIoU: 0.381
2023-07-24 19:43:05,200 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,214 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,228 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:05,241 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:05,256 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,271 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.827, mIoU: 0.378
2023-07-24 19:43:05,286 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,299 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.827, mIoU: 0.378
2023-07-24 19:43:05,315 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,329 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,342 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:05,357 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.827, mIoU: 0.379
2023-07-24 19:43:05,371 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,387 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,402 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,416 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:05,431 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:05,447 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,463 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,474 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.828, mIoU: 0.376
2023-07-24 19:43:05,489 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.827, mIoU: 0.376
2023-07-24 19:43:05,505 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.827, mIoU: 0.376
2023-07-24 19:43:05,518 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,533 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,547 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,562 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,577 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,592 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,605 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,617 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,630 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:05,645 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,659 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:05,674 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,688 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,702 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,715 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:05,730 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,745 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:05,757 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.829, mIoU: 0.378
2023-07-24 19:43:05,772 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.829, mIoU: 0.378
2023-07-24 19:43:05,787 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.829, mIoU: 0.378
2023-07-24 19:43:05,803 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,818 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,833 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.829, mIoU: 0.378
2023-07-24 19:43:05,845 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.829, mIoU: 0.378
2023-07-24 19:43:05,860 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,875 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,890 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,905 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:05,920 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.828, mIoU: 0.376
2023-07-24 19:43:05,932 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.828, mIoU: 0.375
2023-07-24 19:43:05,947 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.829, mIoU: 0.375
2023-07-24 19:43:05,962 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.828, mIoU: 0.376
2023-07-24 19:43:05,977 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:05,989 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,004 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,018 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,033 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.829, mIoU: 0.377
2023-07-24 19:43:06,047 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.829, mIoU: 0.377
2023-07-24 19:43:06,062 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,076 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.829, mIoU: 0.377
2023-07-24 19:43:06,091 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,105 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.829, mIoU: 0.376
2023-07-24 19:43:06,119 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.829, mIoU: 0.375
2023-07-24 19:43:06,131 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.828, mIoU: 0.374
2023-07-24 19:43:06,146 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.827, mIoU: 0.374
2023-07-24 19:43:06,160 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.827, mIoU: 0.375
2023-07-24 19:43:06,175 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.828, mIoU: 0.375
2023-07-24 19:43:06,187 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.828, mIoU: 0.375
2023-07-24 19:43:06,203 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.827, mIoU: 0.373
2023-07-24 19:43:06,216 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.827, mIoU: 0.373
2023-07-24 19:43:06,231 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:06,246 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.827, mIoU: 0.373
2023-07-24 19:43:06,262 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:06,276 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:06,291 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.828, mIoU: 0.373
2023-07-24 19:43:06,306 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.828, mIoU: 0.376
2023-07-24 19:43:06,320 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:06,334 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,349 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,363 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,382 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,397 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,412 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,423 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,436 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,451 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:06,465 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:06,480 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.827, mIoU: 0.376
2023-07-24 19:43:06,494 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.827, mIoU: 0.376
2023-07-24 19:43:06,509 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:06,524 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.827, mIoU: 0.376
2023-07-24 19:43:06,541 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.828, mIoU: 0.377
2023-07-24 19:43:06,556 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.827, mIoU: 0.377
2023-07-24 19:43:06,572 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:06,586 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:06,600 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:06,613 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.828, mIoU: 0.380
2023-07-24 19:43:06,627 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,642 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,657 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.828, mIoU: 0.378
2023-07-24 19:43:06,671 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,686 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,700 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,713 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,727 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.828, mIoU: 0.379
2023-07-24 19:43:06,742 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:06,754 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.829, mIoU: 0.382
2023-07-24 19:43:06,767 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.828, mIoU: 0.381
2023-07-24 19:43:06,780 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.828, mIoU: 0.382
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2023-07-24 19:43:06,838 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.828, mIoU: 0.382
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2023-07-24 19:43:06,869 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.829, mIoU: 0.382
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2023-07-24 19:43:07,051 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.830, mIoU: 0.382
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2023-07-24 19:43:07,202 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:07,218 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:07,230 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.830, mIoU: 0.385
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2023-07-24 19:43:07,269 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.830, mIoU: 0.384
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2023-07-24 19:43:07,344 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.831, mIoU: 0.383
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2023-07-24 19:43:07,434 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,449 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:07,465 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:07,477 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:07,490 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,503 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:07,518 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,534 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,547 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:07,560 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:07,575 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,589 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,603 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,618 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,633 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,646 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:07,661 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,675 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,689 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,704 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,718 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,734 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:07,747 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:07,762 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:07,778 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:07,790 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:07,803 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:07,819 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:07,834 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:07,850 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:07,865 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:07,877 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:07,890 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:07,904 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:07,917 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:07,932 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.833, mIoU: 0.389
2023-07-24 19:43:07,949 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:07,962 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:07,977 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:07,990 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:08,005 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:08,020 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:08,034 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:08,047 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:08,062 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:08,077 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:08,091 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.834, mIoU: 0.385
2023-07-24 19:43:08,106 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.834, mIoU: 0.385
2023-07-24 19:43:08,121 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.834, mIoU: 0.385
2023-07-24 19:43:08,135 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.834, mIoU: 0.385
2023-07-24 19:43:08,148 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.834, mIoU: 0.385
2023-07-24 19:43:08,163 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:08,178 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.833, mIoU: 0.383
2023-07-24 19:43:08,195 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,208 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.833, mIoU: 0.382
2023-07-24 19:43:08,222 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,235 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.833, mIoU: 0.382
2023-07-24 19:43:08,251 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.833, mIoU: 0.382
2023-07-24 19:43:08,264 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.833, mIoU: 0.382
2023-07-24 19:43:08,277 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.833, mIoU: 0.382
2023-07-24 19:43:08,292 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.832, mIoU: 0.381
2023-07-24 19:43:08,307 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,320 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.832, mIoU: 0.381
2023-07-24 19:43:08,336 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,351 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.831, mIoU: 0.380
2023-07-24 19:43:08,367 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,382 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,396 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,408 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,422 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.830, mIoU: 0.380
2023-07-24 19:43:08,436 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.831, mIoU: 0.380
2023-07-24 19:43:08,449 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,462 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.831, mIoU: 0.381
2023-07-24 19:43:08,478 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,491 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,505 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,519 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,535 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,550 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,566 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.831, mIoU: 0.382
2023-07-24 19:43:08,579 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,593 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,608 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,623 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,638 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:08,653 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:08,666 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:08,679 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.832, mIoU: 0.383
2023-07-24 19:43:08,690 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.832, mIoU: 0.383
2023-07-24 19:43:08,706 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:08,722 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:08,736 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.832, mIoU: 0.383
2023-07-24 19:43:08,750 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,761 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,774 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,789 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.832, mIoU: 0.382
2023-07-24 19:43:08,803 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.831, mIoU: 0.382
2023-07-24 19:43:08,816 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.831, mIoU: 0.382
2023-07-24 19:43:08,831 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.831, mIoU: 0.382
2023-07-24 19:43:08,843 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:08,859 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:08,872 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:08,888 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:08,901 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:08,916 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:08,931 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:08,945 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:08,961 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:08,976 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:08,991 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,006 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,021 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,036 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,051 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,066 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,081 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,096 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,109 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,122 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,135 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,151 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,165 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,181 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,195 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,207 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,221 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,237 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,251 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,264 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,280 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,295 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:09,308 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,322 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:09,338 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,352 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,366 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,377 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,394 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:09,409 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:09,424 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:09,437 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:09,452 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:09,467 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:09,483 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:09,498 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:09,512 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,527 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,540 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,556 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:09,570 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:09,583 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,598 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,611 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:09,626 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,641 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,656 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,671 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,686 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:09,701 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,715 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,731 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,746 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,761 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,776 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,786 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,800 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,813 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,828 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,843 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,859 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:09,872 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,887 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,902 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,916 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,932 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:09,948 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:09,961 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:09,977 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:09,992 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:10,007 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,020 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,035 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,050 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:10,065 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:10,078 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:10,094 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:10,109 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:10,122 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:10,137 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,152 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:10,165 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:10,179 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:10,193 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,207 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,222 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,237 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,252 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,267 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,282 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,295 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,308 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:10,323 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,336 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,350 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,365 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,380 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,395 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,410 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,423 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,436 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,452 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,467 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,480 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,495 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,508 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,523 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,538 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,554 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.832, mIoU: 0.384
2023-07-24 19:43:10,569 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,584 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,593 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.833, mIoU: 0.383
2023-07-24 19:43:10,609 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.833, mIoU: 0.383
2023-07-24 19:43:10,625 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,638 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,652 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,667 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,682 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,695 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:10,710 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,725 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,741 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.834, mIoU: 0.384
2023-07-24 19:43:10,756 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,770 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.833, mIoU: 0.383
2023-07-24 19:43:10,787 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,803 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,816 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,831 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.834, mIoU: 0.384
2023-07-24 19:43:10,845 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.834, mIoU: 0.384
2023-07-24 19:43:10,859 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,872 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.833, mIoU: 0.384
2023-07-24 19:43:10,887 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:10,903 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:10,918 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:10,925 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:10,939 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:10,952 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:10,964 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:10,976 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:10,991 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,006 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,021 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:11,033 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,046 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,062 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,073 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,088 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,102 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,117 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,133 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,149 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,164 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,176 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,190 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,206 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,221 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,236 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,251 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,264 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,275 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,286 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,299 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,311 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,325 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,338 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,353 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,368 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:11,384 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:11,397 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,413 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,427 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,442 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,457 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,471 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,485 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,500 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,515 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,528 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,542 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,557 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,570 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,587 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,600 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,616 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,631 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,649 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,665 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,678 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,694 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,710 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.835, mIoU: 0.387
2023-07-24 19:43:11,725 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,739 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,752 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,765 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,780 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,795 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.836, mIoU: 0.389
2023-07-24 19:43:11,810 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.836, mIoU: 0.390
2023-07-24 19:43:11,825 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.835, mIoU: 0.389
2023-07-24 19:43:11,840 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.836, mIoU: 0.390
2023-07-24 19:43:11,855 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.836, mIoU: 0.390
2023-07-24 19:43:11,869 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.835, mIoU: 0.389
2023-07-24 19:43:11,883 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,896 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.835, mIoU: 0.389
2023-07-24 19:43:11,911 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,921 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.835, mIoU: 0.388
2023-07-24 19:43:11,934 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,948 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.834, mIoU: 0.388
2023-07-24 19:43:11,960 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,975 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.834, mIoU: 0.387
2023-07-24 19:43:11,989 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:12,004 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,020 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,035 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.834, mIoU: 0.386
2023-07-24 19:43:12,050 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,065 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,077 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,093 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,105 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,120 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,135 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,148 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,163 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,176 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,191 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,206 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,222 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:12,237 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.832, mIoU: 0.385
2023-07-24 19:43:12,251 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,264 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,277 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,292 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.833, mIoU: 0.385
2023-07-24 19:43:12,305 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,318 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,334 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.833, mIoU: 0.388
2023-07-24 19:43:12,349 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,364 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.833, mIoU: 0.388
2023-07-24 19:43:12,377 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.833, mIoU: 0.388
2023-07-24 19:43:12,390 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,406 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,422 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:12,437 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,450 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,463 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,478 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,493 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,509 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,524 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,539 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.833, mIoU: 0.386
2023-07-24 19:43:12,553 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,567 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,582 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,597 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.833, mIoU: 0.387
2023-07-24 19:43:12,612 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.832, mIoU: 0.386
2023-07-24 19:43:12,627 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:12,641 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:12,654 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:12,669 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:12,684 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,699 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,712 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,726 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,741 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,757 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,770 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,784 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,800 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,814 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:12,830 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:12,845 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,860 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,874 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:12,888 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:12,905 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,918 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,933 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,946 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:12,955 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,970 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,985 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:12,998 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,013 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:13,027 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:13,040 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:13,053 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:13,068 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,083 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,097 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,113 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,127 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,144 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,158 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,170 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,186 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,200 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,215 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,227 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:13,240 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,255 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:13,270 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:13,285 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:13,299 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:13,312 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,327 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,341 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:13,354 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:13,369 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,385 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,400 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,415 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,428 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,443 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,458 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,473 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:13,488 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,502 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,517 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,530 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,543 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.831, mIoU: 0.386
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2023-07-24 19:43:13,571 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,585 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,600 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,615 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,625 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,639 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,655 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,670 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,683 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,697 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,713 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,728 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.832, mIoU: 0.388
2023-07-24 19:43:13,741 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.832, mIoU: 0.388
2023-07-24 19:43:13,755 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.832, mIoU: 0.388
2023-07-24 19:43:13,770 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.832, mIoU: 0.388
2023-07-24 19:43:13,783 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,798 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,811 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,824 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,839 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,854 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,869 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,884 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,897 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,912 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,927 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,939 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.831, mIoU: 0.386
2023-07-24 19:43:13,954 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.832, mIoU: 0.387
2023-07-24 19:43:13,969 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,983 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:13,998 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,011 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,023 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,038 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,053 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:14,067 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,080 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.831, mIoU: 0.387
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2023-07-24 19:43:14,111 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.831, mIoU: 0.387
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2023-07-24 19:43:14,179 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.831, mIoU: 0.388
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2023-07-24 19:43:14,207 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,222 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,236 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.831, mIoU: 0.387
2023-07-24 19:43:14,250 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.831, mIoU: 0.389
2023-07-24 19:43:14,265 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:14,280 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.831, mIoU: 0.389
2023-07-24 19:43:14,296 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.831, mIoU: 0.389
2023-07-24 19:43:14,311 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.831, mIoU: 0.389
2023-07-24 19:43:14,327 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.831, mIoU: 0.389
2023-07-24 19:43:14,342 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.831, mIoU: 0.388
2023-07-24 19:43:14,356 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.830, mIoU: 0.388
2023-07-24 19:43:14,372 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.830, mIoU: 0.388
2023-07-24 19:43:14,385 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.830, mIoU: 0.388
2023-07-24 19:43:14,399 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.830, mIoU: 0.388
2023-07-24 19:43:14,414 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.830, mIoU: 0.388
2023-07-24 19:43:14,429 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:14,441 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:14,456 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:14,467 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,481 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,496 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,511 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,523 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,538 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,554 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.829, mIoU: 0.387
2023-07-24 19:43:14,568 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:14,579 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.829, mIoU: 0.387
2023-07-24 19:43:14,593 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,608 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,618 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,632 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,647 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,662 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,675 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:14,687 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,701 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,715 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,729 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,742 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,757 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:14,770 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:14,783 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:14,798 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,813 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,828 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:14,843 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,860 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,873 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,889 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,904 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,919 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,935 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:14,948 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:14,961 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:14,978 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:14,993 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,008 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,021 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,034 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:15,048 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,063 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,076 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,088 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,103 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,117 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,132 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,146 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,161 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,176 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,189 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,203 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,218 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,231 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,246 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.828, mIoU: 0.384
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2023-07-24 19:43:15,276 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,291 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,306 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.828, mIoU: 0.383
2023-07-24 19:43:15,321 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:15,335 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,350 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,365 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.828, mIoU: 0.384
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2023-07-24 19:43:15,409 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.828, mIoU: 0.384
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2023-07-24 19:43:15,505 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.828, mIoU: 0.384
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2023-07-24 19:43:15,563 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,577 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.828, mIoU: 0.384
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2023-07-24 19:43:15,619 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,632 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.829, mIoU: 0.384
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2023-07-24 19:43:15,672 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,687 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,702 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,715 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:15,728 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,742 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,754 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,768 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,783 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,798 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,813 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,828 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,842 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,856 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,871 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:15,885 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,900 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,916 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:15,932 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,945 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,960 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:15,976 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:15,990 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:16,006 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.828, mIoU: 0.384
2023-07-24 19:43:16,018 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.828, mIoU: 0.385
2023-07-24 19:43:16,033 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,048 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,063 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,077 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,090 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,104 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,119 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,133 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,148 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,163 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,177 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,192 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,203 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,217 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,230 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,244 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,261 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,277 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,292 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,305 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,318 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,332 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,348 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,363 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,378 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,393 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,407 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,422 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,437 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,450 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,465 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,479 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,492 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,507 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,519 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,534 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,549 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,563 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,578 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,590 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,603 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.830, mIoU: 0.387
2023-07-24 19:43:16,618 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,632 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,646 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,659 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,672 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,686 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.829, mIoU: 0.386
2023-07-24 19:43:16,701 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,715 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,729 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,743 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,760 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,775 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,790 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.830, mIoU: 0.386
2023-07-24 19:43:16,805 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,812 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,827 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:16,841 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:16,854 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:16,869 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,884 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.829, mIoU: 0.385
2023-07-24 19:43:16,898 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,914 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,929 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,944 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,960 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,973 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:16,988 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,004 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,019 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,035 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,050 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,066 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,080 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,094 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.829, mIoU: 0.384
2023-07-24 19:43:17,109 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,123 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,136 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,149 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:17,164 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:17,178 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:17,193 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.830, mIoU: 0.385
2023-07-24 19:43:17,208 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,222 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,237 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,252 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,265 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.829, mIoU: 0.383
2023-07-24 19:43:17,281 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.829, mIoU: 0.383
2023-07-24 19:43:17,294 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,309 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,325 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,340 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,355 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,368 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,384 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,399 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.829, mIoU: 0.383
2023-07-24 19:43:17,414 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,429 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,444 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,460 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,474 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,487 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,502 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,515 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,530 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,544 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,559 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,574 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,589 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,603 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,612 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,627 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,640 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,654 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,670 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,685 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,700 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,712 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,721 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,738 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,753 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,769 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.830, mIoU: 0.383
2023-07-24 19:43:17,782 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:17,797 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:17,812 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:17,825 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:17,840 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.831, mIoU: 0.383
2023-07-24 19:43:17,855 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,869 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,883 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,896 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,910 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,924 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,939 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,951 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,966 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,980 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.831, mIoU: 0.384
2023-07-24 19:43:17,994 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:18,009 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:18,022 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:18,035 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:18,050 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.831, mIoU: 0.385
2023-07-24 19:43:18,066 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.830, mIoU: 0.384
2023-07-24 19:43:35,011 semantic_segmentation INFO: Iters: 18410/150000 || Lr: 0.017777 || Task Loss: 1.3077 || KD Loss: 0.4328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2430|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:17 || Estimated Time: 2 days, 15:53:11
2023-07-24 19:43:51,939 semantic_segmentation INFO: Iters: 18420/150000 || Lr: 0.017775 || Task Loss: 1.3257 || KD Loss: 0.5091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:34 || Estimated Time: 2 days, 15:52:49
2023-07-24 19:44:08,967 semantic_segmentation INFO: Iters: 18430/150000 || Lr: 0.017774 || Task Loss: 1.0572 || KD Loss: 0.4413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:51 || Estimated Time: 2 days, 15:52:29
2023-07-24 19:44:26,192 semantic_segmentation INFO: Iters: 18440/150000 || Lr: 0.017773 || Task Loss: 1.1424 || KD Loss: 0.4280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2452|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:08 || Estimated Time: 2 days, 15:52:09
2023-07-24 19:44:43,251 semantic_segmentation INFO: Iters: 18450/150000 || Lr: 0.017772 || Task Loss: 0.8811 || KD Loss: 0.2957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:25 || Estimated Time: 2 days, 15:51:49
2023-07-24 19:45:00,211 semantic_segmentation INFO: Iters: 18460/150000 || Lr: 0.017771 || Task Loss: 0.9128 || KD Loss: 0.3527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:42 || Estimated Time: 2 days, 15:51:28
2023-07-24 19:45:17,363 semantic_segmentation INFO: Iters: 18470/150000 || Lr: 0.017769 || Task Loss: 1.2685 || KD Loss: 0.5912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:59 || Estimated Time: 2 days, 15:51:08
2023-07-24 19:45:34,796 semantic_segmentation INFO: Iters: 18480/150000 || Lr: 0.017768 || Task Loss: 1.2202 || KD Loss: 0.4926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:17 || Estimated Time: 2 days, 15:50:50
2023-07-24 19:45:51,806 semantic_segmentation INFO: Iters: 18490/150000 || Lr: 0.017767 || Task Loss: 0.8180 || KD Loss: 0.2981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:34 || Estimated Time: 2 days, 15:50:30
2023-07-24 19:46:08,904 semantic_segmentation INFO: Iters: 18500/150000 || Lr: 0.017766 || Task Loss: 1.1166 || KD Loss: 0.5188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:51 || Estimated Time: 2 days, 15:50:09
2023-07-24 19:46:26,215 semantic_segmentation INFO: Iters: 18510/150000 || Lr: 0.017765 || Task Loss: 0.9177 || KD Loss: 0.3122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:08 || Estimated Time: 2 days, 15:49:50
2023-07-24 19:46:43,283 semantic_segmentation INFO: Iters: 18520/150000 || Lr: 0.017763 || Task Loss: 1.2030 || KD Loss: 0.5230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:25 || Estimated Time: 2 days, 15:49:30
2023-07-24 19:47:00,284 semantic_segmentation INFO: Iters: 18530/150000 || Lr: 0.017762 || Task Loss: 0.7213 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:42 || Estimated Time: 2 days, 15:49:09
2023-07-24 19:47:17,285 semantic_segmentation INFO: Iters: 18540/150000 || Lr: 0.017761 || Task Loss: 1.1801 || KD Loss: 0.4590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:59 || Estimated Time: 2 days, 15:48:48
2023-07-24 19:47:34,281 semantic_segmentation INFO: Iters: 18550/150000 || Lr: 0.017760 || Task Loss: 0.8204 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:16 || Estimated Time: 2 days, 15:48:28
2023-07-24 19:47:51,394 semantic_segmentation INFO: Iters: 18560/150000 || Lr: 0.017758 || Task Loss: 0.9457 || KD Loss: 0.4163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:33 || Estimated Time: 2 days, 15:48:08
2023-07-24 19:48:08,618 semantic_segmentation INFO: Iters: 18570/150000 || Lr: 0.017757 || Task Loss: 1.3875 || KD Loss: 0.6309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:50 || Estimated Time: 2 days, 15:47:48
2023-07-24 19:48:25,689 semantic_segmentation INFO: Iters: 18580/150000 || Lr: 0.017756 || Task Loss: 0.9892 || KD Loss: 0.3645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2416|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:07 || Estimated Time: 2 days, 15:47:28
2023-07-24 19:48:43,183 semantic_segmentation INFO: Iters: 18590/150000 || Lr: 0.017755 || Task Loss: 0.8296 || KD Loss: 0.3122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:25 || Estimated Time: 2 days, 15:47:11
2023-07-24 19:49:00,328 semantic_segmentation INFO: Iters: 18600/150000 || Lr: 0.017754 || Task Loss: 0.9670 || KD Loss: 0.3978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:42 || Estimated Time: 2 days, 15:46:51
2023-07-24 19:49:17,631 semantic_segmentation INFO: Iters: 18610/150000 || Lr: 0.017752 || Task Loss: 0.7875 || KD Loss: 0.2530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:59 || Estimated Time: 2 days, 15:46:32
2023-07-24 19:49:35,196 semantic_segmentation INFO: Iters: 18620/150000 || Lr: 0.017751 || Task Loss: 0.9111 || KD Loss: 0.4198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:17 || Estimated Time: 2 days, 15:46:15
2023-07-24 19:49:52,223 semantic_segmentation INFO: Iters: 18630/150000 || Lr: 0.017750 || Task Loss: 1.2307 || KD Loss: 0.5623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:34 || Estimated Time: 2 days, 15:45:55
2023-07-24 19:50:09,720 semantic_segmentation INFO: Iters: 18640/150000 || Lr: 0.017749 || Task Loss: 0.8952 || KD Loss: 0.4051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:52 || Estimated Time: 2 days, 15:45:37
2023-07-24 19:50:26,860 semantic_segmentation INFO: Iters: 18650/150000 || Lr: 0.017748 || Task Loss: 0.9550 || KD Loss: 0.3626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:09 || Estimated Time: 2 days, 15:45:18
2023-07-24 19:50:43,949 semantic_segmentation INFO: Iters: 18660/150000 || Lr: 0.017746 || Task Loss: 1.2027 || KD Loss: 0.5806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:26 || Estimated Time: 2 days, 15:44:57
2023-07-24 19:51:01,046 semantic_segmentation INFO: Iters: 18670/150000 || Lr: 0.017745 || Task Loss: 0.9100 || KD Loss: 0.4258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:43 || Estimated Time: 2 days, 15:44:37
2023-07-24 19:51:18,126 semantic_segmentation INFO: Iters: 18680/150000 || Lr: 0.017744 || Task Loss: 1.2899 || KD Loss: 0.5361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:00 || Estimated Time: 2 days, 15:44:17
2023-07-24 19:51:35,938 semantic_segmentation INFO: Iters: 18690/150000 || Lr: 0.017743 || Task Loss: 1.5218 || KD Loss: 0.6578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:18 || Estimated Time: 2 days, 15:44:02
2023-07-24 19:51:53,211 semantic_segmentation INFO: Iters: 18700/150000 || Lr: 0.017741 || Task Loss: 1.0805 || KD Loss: 0.4562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:35 || Estimated Time: 2 days, 15:43:43
2023-07-24 19:52:10,269 semantic_segmentation INFO: Iters: 18710/150000 || Lr: 0.017740 || Task Loss: 1.0880 || KD Loss: 0.4968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:52 || Estimated Time: 2 days, 15:43:23
2023-07-24 19:52:27,264 semantic_segmentation INFO: Iters: 18720/150000 || Lr: 0.017739 || Task Loss: 0.7316 || KD Loss: 0.2939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:09 || Estimated Time: 2 days, 15:43:02
2023-07-24 19:52:44,295 semantic_segmentation INFO: Iters: 18730/150000 || Lr: 0.017738 || Task Loss: 0.9679 || KD Loss: 0.4256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:26 || Estimated Time: 2 days, 15:42:41
2023-07-24 19:53:01,258 semantic_segmentation INFO: Iters: 18740/150000 || Lr: 0.017737 || Task Loss: 1.0311 || KD Loss: 0.4638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:43 || Estimated Time: 2 days, 15:42:21
2023-07-24 19:53:18,476 semantic_segmentation INFO: Iters: 18750/150000 || Lr: 0.017735 || Task Loss: 1.2588 || KD Loss: 0.5582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:00 || Estimated Time: 2 days, 15:42:01
2023-07-24 19:53:35,525 semantic_segmentation INFO: Iters: 18760/150000 || Lr: 0.017734 || Task Loss: 1.3585 || KD Loss: 0.6278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:17 || Estimated Time: 2 days, 15:41:41
2023-07-24 19:53:52,622 semantic_segmentation INFO: Iters: 18770/150000 || Lr: 0.017733 || Task Loss: 1.1192 || KD Loss: 0.3803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:34 || Estimated Time: 2 days, 15:41:20
2023-07-24 19:54:09,725 semantic_segmentation INFO: Iters: 18780/150000 || Lr: 0.017732 || Task Loss: 0.6778 || KD Loss: 0.2334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:52 || Estimated Time: 2 days, 15:41:00
2023-07-24 19:54:26,815 semantic_segmentation INFO: Iters: 18790/150000 || Lr: 0.017731 || Task Loss: 0.8494 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:09 || Estimated Time: 2 days, 15:40:40
2023-07-24 19:54:43,843 semantic_segmentation INFO: Iters: 18800/150000 || Lr: 0.017729 || Task Loss: 0.8164 || KD Loss: 0.3300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:26 || Estimated Time: 2 days, 15:40:20
2023-07-24 19:55:00,935 semantic_segmentation INFO: Iters: 18810/150000 || Lr: 0.017728 || Task Loss: 0.8439 || KD Loss: 0.4082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:43 || Estimated Time: 2 days, 15:40:00
2023-07-24 19:55:18,050 semantic_segmentation INFO: Iters: 18820/150000 || Lr: 0.017727 || Task Loss: 0.8651 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:00 || Estimated Time: 2 days, 15:39:40
2023-07-24 19:55:35,069 semantic_segmentation INFO: Iters: 18830/150000 || Lr: 0.017726 || Task Loss: 1.0105 || KD Loss: 0.3956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:17 || Estimated Time: 2 days, 15:39:19
2023-07-24 19:55:52,125 semantic_segmentation INFO: Iters: 18840/150000 || Lr: 0.017724 || Task Loss: 1.6173 || KD Loss: 0.7954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:34 || Estimated Time: 2 days, 15:38:59
2023-07-24 19:56:09,584 semantic_segmentation INFO: Iters: 18850/150000 || Lr: 0.017723 || Task Loss: 0.7888 || KD Loss: 0.3278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:51 || Estimated Time: 2 days, 15:38:41
2023-07-24 19:56:26,479 semantic_segmentation INFO: Iters: 18860/150000 || Lr: 0.017722 || Task Loss: 1.0264 || KD Loss: 0.4653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:08 || Estimated Time: 2 days, 15:38:20
2023-07-24 19:56:43,467 semantic_segmentation INFO: Iters: 18870/150000 || Lr: 0.017721 || Task Loss: 1.1218 || KD Loss: 0.4085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:25 || Estimated Time: 2 days, 15:37:59
2023-07-24 19:57:00,450 semantic_segmentation INFO: Iters: 18880/150000 || Lr: 0.017720 || Task Loss: 0.7852 || KD Loss: 0.2733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:42 || Estimated Time: 2 days, 15:37:38
2023-07-24 19:57:17,452 semantic_segmentation INFO: Iters: 18890/150000 || Lr: 0.017718 || Task Loss: 0.7275 || KD Loss: 0.2512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:59 || Estimated Time: 2 days, 15:37:18
2023-07-24 19:57:35,346 semantic_segmentation INFO: Iters: 18900/150000 || Lr: 0.017717 || Task Loss: 1.0419 || KD Loss: 0.3906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:17 || Estimated Time: 2 days, 15:37:03
2023-07-24 19:57:52,543 semantic_segmentation INFO: Iters: 18910/150000 || Lr: 0.017716 || Task Loss: 1.1873 || KD Loss: 0.5311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:34 || Estimated Time: 2 days, 15:36:43
2023-07-24 19:58:09,610 semantic_segmentation INFO: Iters: 18920/150000 || Lr: 0.017715 || Task Loss: 1.0949 || KD Loss: 0.4748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:51 || Estimated Time: 2 days, 15:36:23
2023-07-24 19:58:26,638 semantic_segmentation INFO: Iters: 18930/150000 || Lr: 0.017713 || Task Loss: 1.1893 || KD Loss: 0.4381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:08 || Estimated Time: 2 days, 15:36:03
2023-07-24 19:58:43,653 semantic_segmentation INFO: Iters: 18940/150000 || Lr: 0.017712 || Task Loss: 0.7756 || KD Loss: 0.2954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:25 || Estimated Time: 2 days, 15:35:42
2023-07-24 19:59:00,542 semantic_segmentation INFO: Iters: 18950/150000 || Lr: 0.017711 || Task Loss: 1.1284 || KD Loss: 0.4351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:42 || Estimated Time: 2 days, 15:35:21
2023-07-24 19:59:17,659 semantic_segmentation INFO: Iters: 18960/150000 || Lr: 0.017710 || Task Loss: 1.2039 || KD Loss: 0.4869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:59 || Estimated Time: 2 days, 15:35:01
2023-07-24 19:59:35,017 semantic_segmentation INFO: Iters: 18970/150000 || Lr: 0.017709 || Task Loss: 0.7792 || KD Loss: 0.2766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:17 || Estimated Time: 2 days, 15:34:42
2023-07-24 19:59:52,150 semantic_segmentation INFO: Iters: 18980/150000 || Lr: 0.017707 || Task Loss: 0.6471 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:34 || Estimated Time: 2 days, 15:34:23
2023-07-24 20:00:09,340 semantic_segmentation INFO: Iters: 18990/150000 || Lr: 0.017706 || Task Loss: 1.0249 || KD Loss: 0.4621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:51 || Estimated Time: 2 days, 15:34:03
2023-07-24 20:00:26,577 semantic_segmentation INFO: Iters: 19000/150000 || Lr: 0.017705 || Task Loss: 0.6848 || KD Loss: 0.2664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:08 || Estimated Time: 2 days, 15:33:44
2023-07-24 20:00:43,790 semantic_segmentation INFO: Iters: 19010/150000 || Lr: 0.017704 || Task Loss: 0.8387 || KD Loss: 0.3271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:26 || Estimated Time: 2 days, 15:33:25
2023-07-24 20:01:00,993 semantic_segmentation INFO: Iters: 19020/150000 || Lr: 0.017703 || Task Loss: 1.4407 || KD Loss: 0.6848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:43 || Estimated Time: 2 days, 15:33:06
2023-07-24 20:01:18,414 semantic_segmentation INFO: Iters: 19030/150000 || Lr: 0.017701 || Task Loss: 1.4501 || KD Loss: 0.6918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:00 || Estimated Time: 2 days, 15:32:48
2023-07-24 20:01:35,850 semantic_segmentation INFO: Iters: 19040/150000 || Lr: 0.017700 || Task Loss: 0.6763 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:18 || Estimated Time: 2 days, 15:32:30
2023-07-24 20:01:53,274 semantic_segmentation INFO: Iters: 19050/150000 || Lr: 0.017699 || Task Loss: 0.9486 || KD Loss: 0.3883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:35 || Estimated Time: 2 days, 15:32:12
2023-07-24 20:02:10,310 semantic_segmentation INFO: Iters: 19060/150000 || Lr: 0.017698 || Task Loss: 1.0006 || KD Loss: 0.4414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:52 || Estimated Time: 2 days, 15:31:52
2023-07-24 20:02:27,423 semantic_segmentation INFO: Iters: 19070/150000 || Lr: 0.017696 || Task Loss: 0.7490 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:09 || Estimated Time: 2 days, 15:31:32
2023-07-24 20:02:44,916 semantic_segmentation INFO: Iters: 19080/150000 || Lr: 0.017695 || Task Loss: 1.1134 || KD Loss: 0.4325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:27 || Estimated Time: 2 days, 15:31:15
2023-07-24 20:03:02,286 semantic_segmentation INFO: Iters: 19090/150000 || Lr: 0.017694 || Task Loss: 1.6948 || KD Loss: 0.6919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:44 || Estimated Time: 2 days, 15:30:57
2023-07-24 20:03:19,337 semantic_segmentation INFO: Iters: 19100/150000 || Lr: 0.017693 || Task Loss: 0.8256 || KD Loss: 0.3204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:01 || Estimated Time: 2 days, 15:30:37
2023-07-24 20:03:36,349 semantic_segmentation INFO: Iters: 19110/150000 || Lr: 0.017692 || Task Loss: 1.4895 || KD Loss: 0.6914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:18 || Estimated Time: 2 days, 15:30:16
2023-07-24 20:03:53,763 semantic_segmentation INFO: Iters: 19120/150000 || Lr: 0.017690 || Task Loss: 0.9300 || KD Loss: 0.3255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:36 || Estimated Time: 2 days, 15:29:58
2023-07-24 20:04:10,864 semantic_segmentation INFO: Iters: 19130/150000 || Lr: 0.017689 || Task Loss: 0.6678 || KD Loss: 0.2431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:53 || Estimated Time: 2 days, 15:29:38
2023-07-24 20:04:27,930 semantic_segmentation INFO: Iters: 19140/150000 || Lr: 0.017688 || Task Loss: 1.1945 || KD Loss: 0.5958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:10 || Estimated Time: 2 days, 15:29:18
2023-07-24 20:04:45,003 semantic_segmentation INFO: Iters: 19150/150000 || Lr: 0.017687 || Task Loss: 0.7199 || KD Loss: 0.2084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:27 || Estimated Time: 2 days, 15:28:58
2023-07-24 20:05:02,091 semantic_segmentation INFO: Iters: 19160/150000 || Lr: 0.017685 || Task Loss: 0.8946 || KD Loss: 0.3411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:44 || Estimated Time: 2 days, 15:28:38
2023-07-24 20:05:19,032 semantic_segmentation INFO: Iters: 19170/150000 || Lr: 0.017684 || Task Loss: 1.1001 || KD Loss: 0.4687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:01 || Estimated Time: 2 days, 15:28:17
2023-07-24 20:05:36,264 semantic_segmentation INFO: Iters: 19180/150000 || Lr: 0.017683 || Task Loss: 1.1047 || KD Loss: 0.4666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:18 || Estimated Time: 2 days, 15:27:57
2023-07-24 20:05:53,269 semantic_segmentation INFO: Iters: 19190/150000 || Lr: 0.017682 || Task Loss: 0.7712 || KD Loss: 0.3067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:35 || Estimated Time: 2 days, 15:27:37
2023-07-24 20:06:10,215 semantic_segmentation INFO: Iters: 19200/150000 || Lr: 0.017681 || Task Loss: 0.7438 || KD Loss: 0.2561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:52 || Estimated Time: 2 days, 15:27:16
2023-07-24 20:06:10,339 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:06:10,719 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.086
2023-07-24 20:06:10,747 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.127
2023-07-24 20:06:10,759 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.944, mIoU: 0.127
2023-07-24 20:06:10,772 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.127
2023-07-24 20:06:10,785 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.875, mIoU: 0.157
2023-07-24 20:06:10,797 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.891, mIoU: 0.203
2023-07-24 20:06:10,810 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.883, mIoU: 0.227
2023-07-24 20:06:10,824 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.893, mIoU: 0.257
2023-07-24 20:06:10,836 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.891, mIoU: 0.259
2023-07-24 20:06:10,850 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.883, mIoU: 0.260
2023-07-24 20:06:10,864 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.874, mIoU: 0.267
2023-07-24 20:06:10,878 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.879, mIoU: 0.267
2023-07-24 20:06:10,890 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.845, mIoU: 0.265
2023-07-24 20:06:10,903 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.849, mIoU: 0.265
2023-07-24 20:06:10,917 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.849, mIoU: 0.267
2023-07-24 20:06:10,928 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.853, mIoU: 0.259
2023-07-24 20:06:10,939 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.847, mIoU: 0.253
2023-07-24 20:06:10,951 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.842, mIoU: 0.249
2023-07-24 20:06:10,964 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.846, mIoU: 0.250
2023-07-24 20:06:10,979 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.851, mIoU: 0.287
2023-07-24 20:06:10,993 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.858, mIoU: 0.287
2023-07-24 20:06:11,007 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.860, mIoU: 0.285
2023-07-24 20:06:11,021 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.852, mIoU: 0.306
2023-07-24 20:06:11,036 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.851, mIoU: 0.304
2023-07-24 20:06:11,051 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.845, mIoU: 0.308
2023-07-24 20:06:11,064 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.846, mIoU: 0.317
2023-07-24 20:06:11,078 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.848, mIoU: 0.313
2023-07-24 20:06:11,088 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.852, mIoU: 0.313
2023-07-24 20:06:11,103 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.849, mIoU: 0.306
2023-07-24 20:06:11,117 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.854, mIoU: 0.306
2023-07-24 20:06:11,130 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.858, mIoU: 0.307
2023-07-24 20:06:11,144 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.861, mIoU: 0.309
2023-07-24 20:06:11,159 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.862, mIoU: 0.307
2023-07-24 20:06:11,172 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.863, mIoU: 0.306
2023-07-24 20:06:11,186 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.864, mIoU: 0.338
2023-07-24 20:06:11,200 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.866, mIoU: 0.340
2023-07-24 20:06:11,213 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.868, mIoU: 0.338
2023-07-24 20:06:11,226 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.871, mIoU: 0.353
2023-07-24 20:06:11,242 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.870, mIoU: 0.353
2023-07-24 20:06:11,255 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.870, mIoU: 0.349
2023-07-24 20:06:11,269 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.870, mIoU: 0.386
2023-07-24 20:06:11,283 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.873, mIoU: 0.386
2023-07-24 20:06:11,297 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.871, mIoU: 0.385
2023-07-24 20:06:11,310 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.385
2023-07-24 20:06:11,325 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.871, mIoU: 0.387
2023-07-24 20:06:11,340 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.872, mIoU: 0.390
2023-07-24 20:06:11,352 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.870, mIoU: 0.390
2023-07-24 20:06:11,364 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.871, mIoU: 0.391
2023-07-24 20:06:11,378 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.872, mIoU: 0.390
2023-07-24 20:06:11,394 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.871, mIoU: 0.388
2023-07-24 20:06:11,410 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.871, mIoU: 0.387
2023-07-24 20:06:11,424 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.873, mIoU: 0.387
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2023-07-24 20:06:11,560 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.862, mIoU: 0.364
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2023-07-24 20:06:17,865 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.846, mIoU: 0.382
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2023-07-24 20:06:18,103 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.847, mIoU: 0.386
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2023-07-24 20:06:18,207 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:18,222 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.846, mIoU: 0.389
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2023-07-24 20:06:18,251 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.846, mIoU: 0.388
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2023-07-24 20:06:18,279 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.846, mIoU: 0.393
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2023-07-24 20:06:18,487 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.846, mIoU: 0.393
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2023-07-24 20:06:18,615 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:06:18,629 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:06:18,644 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.848, mIoU: 0.394
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2023-07-24 20:06:20,055 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,071 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,086 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:20,102 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.845, mIoU: 0.390
2023-07-24 20:06:20,117 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.845, mIoU: 0.390
2023-07-24 20:06:20,132 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:20,146 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:20,161 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,176 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:20,189 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:20,202 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:20,216 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:20,232 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:20,247 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,260 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,275 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,290 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,306 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,319 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,332 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,339 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,354 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:20,369 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,384 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 20:06:20,400 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,415 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,430 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,446 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,461 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,474 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,489 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,503 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,518 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:06:20,533 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,546 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,559 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,572 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,586 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,599 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:20,612 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:20,625 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:20,639 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,655 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,667 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,681 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:06:20,694 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,706 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,721 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,737 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,752 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:20,766 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,781 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:20,796 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:20,809 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:20,824 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:20,839 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,856 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,872 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,887 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:06:20,903 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:06:20,917 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,930 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,943 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,959 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,975 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:20,988 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,002 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,017 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,031 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,047 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,062 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,077 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,090 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,105 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,118 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,133 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,148 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,162 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,178 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,191 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,207 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,223 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,236 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,249 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:21,264 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:21,280 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,295 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:21,310 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,322 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,336 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,351 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,364 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,379 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:06:21,396 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,410 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,425 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,438 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,454 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,469 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,482 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,495 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,510 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:06:21,525 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,538 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,553 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,568 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,582 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,595 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,610 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,626 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,642 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,656 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,671 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:21,684 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,701 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,714 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,727 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:21,743 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,759 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,772 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,788 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,804 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,820 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,836 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,850 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,862 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:21,876 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,889 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,902 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,915 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:21,930 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,943 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,956 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,970 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:21,986 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:22,000 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:22,016 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:22,029 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,041 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:22,056 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:22,071 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:22,086 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,102 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,115 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,128 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 20:06:22,140 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,156 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,172 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,186 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:22,201 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:06:22,212 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,226 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.849, mIoU: 0.393
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2023-07-24 20:06:22,256 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:06:22,269 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.849, mIoU: 0.393
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2023-07-24 20:06:22,313 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.848, mIoU: 0.392
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2023-07-24 20:06:22,354 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.848, mIoU: 0.391
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2023-07-24 20:06:22,384 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.848, mIoU: 0.391
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2023-07-24 20:06:22,412 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.848, mIoU: 0.392
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2023-07-24 20:06:22,748 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.847, mIoU: 0.389
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2023-07-24 20:06:22,819 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.847, mIoU: 0.389
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2023-07-24 20:06:22,848 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:22,862 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:22,877 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:22,891 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:22,906 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:22,921 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:22,936 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:22,951 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:22,964 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:22,979 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:22,992 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:23,007 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:23,022 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:23,035 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:23,050 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:23,064 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:23,079 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,094 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,109 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,124 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,139 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 20:06:23,154 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 20:06:23,169 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,185 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,200 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:06:23,216 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 20:06:23,232 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 20:06:23,242 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 20:06:23,257 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.847, mIoU: 0.387
2023-07-24 20:06:23,270 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,285 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,300 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,316 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,329 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,345 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,360 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,375 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,391 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,407 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,420 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,436 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:06:23,451 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,466 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,479 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,494 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,509 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:06:23,525 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:23,538 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:23,553 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:23,568 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:23,581 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:23,596 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,611 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,623 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,638 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,651 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,665 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,680 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,695 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:23,710 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,725 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,741 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,754 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,767 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,782 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,796 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,809 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,824 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,839 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,854 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,870 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,883 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,896 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,913 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,928 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,941 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,956 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,970 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:23,986 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:24,000 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,017 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,032 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,046 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,056 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:24,073 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:24,089 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:24,102 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,116 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,131 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,146 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,159 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,174 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,189 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,205 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,220 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,235 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,252 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,267 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,281 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,296 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,311 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,325 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 20:06:24,338 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:24,353 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,368 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,383 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,390 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,403 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,417 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:24,429 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,441 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:24,456 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,471 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,486 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:24,498 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,511 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,526 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,537 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,553 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,566 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:24,581 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:24,596 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:24,611 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:24,627 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:24,639 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 20:06:24,652 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,667 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,682 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,698 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,713 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,726 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,737 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,748 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,762 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,774 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,789 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 20:06:24,802 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,817 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:24,832 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,847 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:24,862 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:24,877 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:24,892 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,907 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 20:06:24,923 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,937 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,952 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:24,967 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,983 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.849, mIoU: 0.391
2023-07-24 20:06:24,996 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,009 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,024 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,037 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,053 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,067 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:25,082 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,097 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,114 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,130 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.849, mIoU: 0.390
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2023-07-24 20:06:25,174 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:25,189 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:25,204 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:25,218 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 20:06:25,231 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.849, mIoU: 0.390
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2023-07-24 20:06:25,261 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.849, mIoU: 0.390
2023-07-24 20:06:25,276 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.850, mIoU: 0.391
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2023-07-24 20:06:25,379 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,389 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,402 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.848, mIoU: 0.390
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2023-07-24 20:06:25,429 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:25,444 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:25,458 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 20:06:25,473 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.847, mIoU: 0.387
2023-07-24 20:06:25,489 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,504 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.848, mIoU: 0.388
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2023-07-24 20:06:25,561 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.847, mIoU: 0.388
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2023-07-24 20:06:25,589 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.847, mIoU: 0.388
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2023-07-24 20:06:25,617 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.847, mIoU: 0.388
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2023-07-24 20:06:25,645 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,660 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,675 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,690 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,705 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,720 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,733 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,745 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:06:25,761 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-24 20:06:25,774 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:06:25,787 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:06:25,802 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,817 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,832 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-24 20:06:25,845 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,857 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,872 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,888 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,904 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,916 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,930 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,944 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,959 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,974 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:25,989 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:26,004 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:26,019 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:26,033 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:26,048 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 20:06:26,063 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:06:26,078 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:06:26,092 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,107 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,120 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,135 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,150 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:26,166 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,179 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:06:26,194 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,209 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,225 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:06:26,238 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,253 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,268 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:26,283 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,298 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,313 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,329 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:26,341 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:26,356 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:26,372 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,386 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 20:06:26,400 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:06:26,413 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.844, mIoU: 0.387
2023-07-24 20:06:26,422 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.844, mIoU: 0.386
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2023-07-24 20:06:26,479 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:06:26,494 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:06:26,507 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,520 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,535 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,550 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,565 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,582 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,597 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,614 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,629 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,642 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,657 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,672 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,687 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:06:26,699 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.843, mIoU: 0.382
2023-07-24 20:06:26,712 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.843, mIoU: 0.382
2023-07-24 20:06:26,727 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.843, mIoU: 0.382
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2023-07-24 20:06:26,912 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.844, mIoU: 0.383
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2023-07-24 20:06:27,123 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.844, mIoU: 0.385
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2023-07-24 20:06:28,206 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:28,419 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,432 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,448 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,463 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,479 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,492 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,505 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,520 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,535 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,548 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,562 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,577 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,592 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,607 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,622 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,637 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,653 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,666 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,681 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,695 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:28,708 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,723 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,737 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,751 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,766 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 20:06:28,780 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.840, mIoU: 0.379
2023-07-24 20:06:28,795 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,809 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,822 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,837 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,852 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:28,868 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:28,882 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:28,898 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,913 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,926 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:28,939 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:28,953 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,969 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,982 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:28,997 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,013 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,027 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,042 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,057 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,072 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,087 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,100 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,113 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,126 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,139 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,152 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,167 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,181 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,194 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,207 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,222 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,233 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,247 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,262 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,278 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,294 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,309 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,322 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,337 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,352 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,365 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,381 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,396 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,412 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,426 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,441 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,457 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,471 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,486 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.840, mIoU: 0.381
2023-07-24 20:06:29,499 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.840, mIoU: 0.381
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2023-07-24 20:06:29,529 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.840, mIoU: 0.382
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2023-07-24 20:06:29,558 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,571 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,585 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.840, mIoU: 0.383
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2023-07-24 20:06:29,675 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,686 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,700 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,714 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.840, mIoU: 0.382
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2023-07-24 20:06:29,759 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 20:06:29,773 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.841, mIoU: 0.382
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2023-07-24 20:06:29,828 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,842 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,857 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,872 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:29,885 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:29,915 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,928 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,942 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:29,970 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 20:06:29,984 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:30,125 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:30,241 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:30,272 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:30,325 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:30,414 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.841, mIoU: 0.383
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2023-07-24 20:06:31,256 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,269 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,284 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,298 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,312 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,327 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,341 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,355 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,370 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,383 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,398 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,412 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,427 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:31,439 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.842, mIoU: 0.382
2023-07-24 20:06:31,454 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.842, mIoU: 0.382
2023-07-24 20:06:31,469 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.842, mIoU: 0.382
2023-07-24 20:06:31,483 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,499 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,512 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,526 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,541 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:06:31,558 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.841, mIoU: 0.381
2023-07-24 20:06:48,230 semantic_segmentation INFO: Iters: 19210/150000 || Lr: 0.017679 || Task Loss: 0.8427 || KD Loss: 0.3024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:30 || Estimated Time: 2 days, 15:29:19
2023-07-24 20:07:05,231 semantic_segmentation INFO: Iters: 19220/150000 || Lr: 0.017678 || Task Loss: 1.3196 || KD Loss: 0.4997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:47 || Estimated Time: 2 days, 15:28:58
2023-07-24 20:07:22,109 semantic_segmentation INFO: Iters: 19230/150000 || Lr: 0.017677 || Task Loss: 0.7186 || KD Loss: 0.2786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:04 || Estimated Time: 2 days, 15:28:36
2023-07-24 20:07:39,152 semantic_segmentation INFO: Iters: 19240/150000 || Lr: 0.017676 || Task Loss: 0.9280 || KD Loss: 0.2542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:21 || Estimated Time: 2 days, 15:28:16
2023-07-24 20:07:56,105 semantic_segmentation INFO: Iters: 19250/150000 || Lr: 0.017675 || Task Loss: 0.9517 || KD Loss: 0.3782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:38 || Estimated Time: 2 days, 15:27:55
2023-07-24 20:08:13,570 semantic_segmentation INFO: Iters: 19260/150000 || Lr: 0.017673 || Task Loss: 0.7191 || KD Loss: 0.2686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:55 || Estimated Time: 2 days, 15:27:37
2023-07-24 20:08:30,687 semantic_segmentation INFO: Iters: 19270/150000 || Lr: 0.017672 || Task Loss: 0.8218 || KD Loss: 0.2839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:12 || Estimated Time: 2 days, 15:27:17
2023-07-24 20:08:47,772 semantic_segmentation INFO: Iters: 19280/150000 || Lr: 0.017671 || Task Loss: 1.2246 || KD Loss: 0.5040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:30 || Estimated Time: 2 days, 15:26:57
2023-07-24 20:09:04,800 semantic_segmentation INFO: Iters: 19290/150000 || Lr: 0.017670 || Task Loss: 0.5819 || KD Loss: 0.1904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:47 || Estimated Time: 2 days, 15:26:37
2023-07-24 20:09:22,009 semantic_segmentation INFO: Iters: 19300/150000 || Lr: 0.017668 || Task Loss: 1.1225 || KD Loss: 0.5910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:04 || Estimated Time: 2 days, 15:26:17
2023-07-24 20:09:39,025 semantic_segmentation INFO: Iters: 19310/150000 || Lr: 0.017667 || Task Loss: 0.9442 || KD Loss: 0.3721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:21 || Estimated Time: 2 days, 15:25:57
2023-07-24 20:09:56,223 semantic_segmentation INFO: Iters: 19320/150000 || Lr: 0.017666 || Task Loss: 0.9270 || KD Loss: 0.3802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:38 || Estimated Time: 2 days, 15:25:37
2023-07-24 20:10:13,304 semantic_segmentation INFO: Iters: 19330/150000 || Lr: 0.017665 || Task Loss: 0.8702 || KD Loss: 0.3569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:55 || Estimated Time: 2 days, 15:25:17
2023-07-24 20:10:30,523 semantic_segmentation INFO: Iters: 19340/150000 || Lr: 0.017664 || Task Loss: 1.2550 || KD Loss: 0.5056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:12 || Estimated Time: 2 days, 15:24:58
2023-07-24 20:10:47,630 semantic_segmentation INFO: Iters: 19350/150000 || Lr: 0.017662 || Task Loss: 0.8847 || KD Loss: 0.3644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:29 || Estimated Time: 2 days, 15:24:39
2023-07-24 20:11:05,032 semantic_segmentation INFO: Iters: 19360/150000 || Lr: 0.017661 || Task Loss: 1.3786 || KD Loss: 0.7121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:47 || Estimated Time: 2 days, 15:24:20
2023-07-24 20:11:22,513 semantic_segmentation INFO: Iters: 19370/150000 || Lr: 0.017660 || Task Loss: 1.4837 || KD Loss: 0.7045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:04 || Estimated Time: 2 days, 15:24:03
2023-07-24 20:11:39,544 semantic_segmentation INFO: Iters: 19380/150000 || Lr: 0.017659 || Task Loss: 0.6500 || KD Loss: 0.2294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:21 || Estimated Time: 2 days, 15:23:42
2023-07-24 20:11:56,648 semantic_segmentation INFO: Iters: 19390/150000 || Lr: 0.017658 || Task Loss: 1.3096 || KD Loss: 0.5309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:38 || Estimated Time: 2 days, 15:23:23
2023-07-24 20:12:13,539 semantic_segmentation INFO: Iters: 19400/150000 || Lr: 0.017656 || Task Loss: 0.9583 || KD Loss: 0.3712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:55 || Estimated Time: 2 days, 15:23:01
2023-07-24 20:12:30,985 semantic_segmentation INFO: Iters: 19410/150000 || Lr: 0.017655 || Task Loss: 0.9447 || KD Loss: 0.3342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:13 || Estimated Time: 2 days, 15:22:43
2023-07-24 20:12:48,052 semantic_segmentation INFO: Iters: 19420/150000 || Lr: 0.017654 || Task Loss: 1.0795 || KD Loss: 0.4454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:30 || Estimated Time: 2 days, 15:22:23
2023-07-24 20:13:05,467 semantic_segmentation INFO: Iters: 19430/150000 || Lr: 0.017653 || Task Loss: 1.0706 || KD Loss: 0.4735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:47 || Estimated Time: 2 days, 15:22:05
2023-07-24 20:13:22,458 semantic_segmentation INFO: Iters: 19440/150000 || Lr: 0.017651 || Task Loss: 0.8872 || KD Loss: 0.2852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:04 || Estimated Time: 2 days, 15:21:45
2023-07-24 20:13:39,477 semantic_segmentation INFO: Iters: 19450/150000 || Lr: 0.017650 || Task Loss: 0.9089 || KD Loss: 0.4278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:21 || Estimated Time: 2 days, 15:21:24
2023-07-24 20:13:56,453 semantic_segmentation INFO: Iters: 19460/150000 || Lr: 0.017649 || Task Loss: 0.8507 || KD Loss: 0.3787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:38 || Estimated Time: 2 days, 15:21:04
2023-07-24 20:14:13,556 semantic_segmentation INFO: Iters: 19470/150000 || Lr: 0.017648 || Task Loss: 0.7517 || KD Loss: 0.2447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:55 || Estimated Time: 2 days, 15:20:43
2023-07-24 20:14:30,614 semantic_segmentation INFO: Iters: 19480/150000 || Lr: 0.017647 || Task Loss: 1.0765 || KD Loss: 0.4537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:12 || Estimated Time: 2 days, 15:20:23
2023-07-24 20:14:47,630 semantic_segmentation INFO: Iters: 19490/150000 || Lr: 0.017645 || Task Loss: 0.8890 || KD Loss: 0.3249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:29 || Estimated Time: 2 days, 15:20:03
2023-07-24 20:15:04,626 semantic_segmentation INFO: Iters: 19500/150000 || Lr: 0.017644 || Task Loss: 1.9811 || KD Loss: 0.9719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:46 || Estimated Time: 2 days, 15:19:42
2023-07-24 20:15:21,654 semantic_segmentation INFO: Iters: 19510/150000 || Lr: 0.017643 || Task Loss: 0.8527 || KD Loss: 0.2934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:03 || Estimated Time: 2 days, 15:19:22
2023-07-24 20:15:38,673 semantic_segmentation INFO: Iters: 19520/150000 || Lr: 0.017642 || Task Loss: 0.8104 || KD Loss: 0.3550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:20 || Estimated Time: 2 days, 15:19:01
2023-07-24 20:15:55,641 semantic_segmentation INFO: Iters: 19530/150000 || Lr: 0.017640 || Task Loss: 0.8715 || KD Loss: 0.3669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:37 || Estimated Time: 2 days, 15:18:40
2023-07-24 20:16:12,543 semantic_segmentation INFO: Iters: 19540/150000 || Lr: 0.017639 || Task Loss: 0.9472 || KD Loss: 0.3724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:54 || Estimated Time: 2 days, 15:18:19
2023-07-24 20:16:29,594 semantic_segmentation INFO: Iters: 19550/150000 || Lr: 0.017638 || Task Loss: 1.2672 || KD Loss: 0.5823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:11 || Estimated Time: 2 days, 15:17:59
2023-07-24 20:16:46,665 semantic_segmentation INFO: Iters: 19560/150000 || Lr: 0.017637 || Task Loss: 1.0084 || KD Loss: 0.4076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:28 || Estimated Time: 2 days, 15:17:39
2023-07-24 20:17:03,600 semantic_segmentation INFO: Iters: 19570/150000 || Lr: 0.017636 || Task Loss: 1.1203 || KD Loss: 0.4980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:45 || Estimated Time: 2 days, 15:17:18
2023-07-24 20:17:20,624 semantic_segmentation INFO: Iters: 19580/150000 || Lr: 0.017634 || Task Loss: 0.8500 || KD Loss: 0.3504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:02 || Estimated Time: 2 days, 15:16:57
2023-07-24 20:17:37,603 semantic_segmentation INFO: Iters: 19590/150000 || Lr: 0.017633 || Task Loss: 1.0724 || KD Loss: 0.3368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:19 || Estimated Time: 2 days, 15:16:36
2023-07-24 20:17:54,786 semantic_segmentation INFO: Iters: 19600/150000 || Lr: 0.017632 || Task Loss: 0.8733 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:37 || Estimated Time: 2 days, 15:16:17
2023-07-24 20:18:11,792 semantic_segmentation INFO: Iters: 19610/150000 || Lr: 0.017631 || Task Loss: 0.9978 || KD Loss: 0.4379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:54 || Estimated Time: 2 days, 15:15:57
2023-07-24 20:18:28,853 semantic_segmentation INFO: Iters: 19620/150000 || Lr: 0.017630 || Task Loss: 1.0458 || KD Loss: 0.3801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:11 || Estimated Time: 2 days, 15:15:37
2023-07-24 20:18:45,915 semantic_segmentation INFO: Iters: 19630/150000 || Lr: 0.017628 || Task Loss: 0.9913 || KD Loss: 0.4492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:28 || Estimated Time: 2 days, 15:15:16
2023-07-24 20:19:02,931 semantic_segmentation INFO: Iters: 19640/150000 || Lr: 0.017627 || Task Loss: 1.1101 || KD Loss: 0.4143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:45 || Estimated Time: 2 days, 15:14:56
2023-07-24 20:19:19,827 semantic_segmentation INFO: Iters: 19650/150000 || Lr: 0.017626 || Task Loss: 1.1075 || KD Loss: 0.4536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:02 || Estimated Time: 2 days, 15:14:35
2023-07-24 20:19:36,791 semantic_segmentation INFO: Iters: 19660/150000 || Lr: 0.017625 || Task Loss: 0.8212 || KD Loss: 0.3373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:19 || Estimated Time: 2 days, 15:14:14
2023-07-24 20:19:53,838 semantic_segmentation INFO: Iters: 19670/150000 || Lr: 0.017623 || Task Loss: 1.0890 || KD Loss: 0.4823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:36 || Estimated Time: 2 days, 15:13:53
2023-07-24 20:20:11,228 semantic_segmentation INFO: Iters: 19680/150000 || Lr: 0.017622 || Task Loss: 1.0106 || KD Loss: 0.4409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:53 || Estimated Time: 2 days, 15:13:36
2023-07-24 20:20:28,040 semantic_segmentation INFO: Iters: 19690/150000 || Lr: 0.017621 || Task Loss: 0.8023 || KD Loss: 0.3163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:10 || Estimated Time: 2 days, 15:13:14
2023-07-24 20:20:45,118 semantic_segmentation INFO: Iters: 19700/150000 || Lr: 0.017620 || Task Loss: 0.8472 || KD Loss: 0.3401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:27 || Estimated Time: 2 days, 15:12:54
2023-07-24 20:21:02,236 semantic_segmentation INFO: Iters: 19710/150000 || Lr: 0.017619 || Task Loss: 1.0804 || KD Loss: 0.3525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:44 || Estimated Time: 2 days, 15:12:34
2023-07-24 20:21:19,263 semantic_segmentation INFO: Iters: 19720/150000 || Lr: 0.017617 || Task Loss: 0.9493 || KD Loss: 0.3791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:01 || Estimated Time: 2 days, 15:12:14
2023-07-24 20:21:36,716 semantic_segmentation INFO: Iters: 19730/150000 || Lr: 0.017616 || Task Loss: 0.8943 || KD Loss: 0.3789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:18 || Estimated Time: 2 days, 15:11:56
2023-07-24 20:21:53,716 semantic_segmentation INFO: Iters: 19740/150000 || Lr: 0.017615 || Task Loss: 1.5413 || KD Loss: 0.4848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:35 || Estimated Time: 2 days, 15:11:36
2023-07-24 20:22:10,671 semantic_segmentation INFO: Iters: 19750/150000 || Lr: 0.017614 || Task Loss: 1.0467 || KD Loss: 0.3522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:52 || Estimated Time: 2 days, 15:11:15
2023-07-24 20:22:28,269 semantic_segmentation INFO: Iters: 19760/150000 || Lr: 0.017612 || Task Loss: 0.8935 || KD Loss: 0.4225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:10 || Estimated Time: 2 days, 15:10:58
2023-07-24 20:22:45,318 semantic_segmentation INFO: Iters: 19770/150000 || Lr: 0.017611 || Task Loss: 1.0163 || KD Loss: 0.5194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:27 || Estimated Time: 2 days, 15:10:38
2023-07-24 20:23:02,665 semantic_segmentation INFO: Iters: 19780/150000 || Lr: 0.017610 || Task Loss: 0.8457 || KD Loss: 0.2787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:44 || Estimated Time: 2 days, 15:10:20
2023-07-24 20:23:19,669 semantic_segmentation INFO: Iters: 19790/150000 || Lr: 0.017609 || Task Loss: 0.7328 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:36:01 || Estimated Time: 2 days, 15:09:59
2023-07-24 20:23:36,680 semantic_segmentation INFO: Iters: 19800/150000 || Lr: 0.017608 || Task Loss: 0.7846 || KD Loss: 0.3046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:36:18 || Estimated Time: 2 days, 15:09:39
2023-07-24 20:23:53,683 semantic_segmentation INFO: Iters: 19810/150000 || Lr: 0.017606 || Task Loss: 1.0640 || KD Loss: 0.5065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:36:35 || Estimated Time: 2 days, 15:09:18
2023-07-24 20:24:10,544 semantic_segmentation INFO: Iters: 19820/150000 || Lr: 0.017605 || Task Loss: 1.2986 || KD Loss: 0.5188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:36:52 || Estimated Time: 2 days, 15:08:57
2023-07-24 20:24:27,651 semantic_segmentation INFO: Iters: 19830/150000 || Lr: 0.017604 || Task Loss: 0.8607 || KD Loss: 0.3667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:09 || Estimated Time: 2 days, 15:08:37
2023-07-24 20:24:44,706 semantic_segmentation INFO: Iters: 19840/150000 || Lr: 0.017603 || Task Loss: 0.7184 || KD Loss: 0.2704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:26 || Estimated Time: 2 days, 15:08:17
2023-07-24 20:25:01,728 semantic_segmentation INFO: Iters: 19850/150000 || Lr: 0.017602 || Task Loss: 0.8176 || KD Loss: 0.2909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:44 || Estimated Time: 2 days, 15:07:57
2023-07-24 20:25:18,734 semantic_segmentation INFO: Iters: 19860/150000 || Lr: 0.017600 || Task Loss: 0.7567 || KD Loss: 0.3061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:01 || Estimated Time: 2 days, 15:07:36
2023-07-24 20:25:35,785 semantic_segmentation INFO: Iters: 19870/150000 || Lr: 0.017599 || Task Loss: 0.9621 || KD Loss: 0.3063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:18 || Estimated Time: 2 days, 15:07:16
2023-07-24 20:25:52,798 semantic_segmentation INFO: Iters: 19880/150000 || Lr: 0.017598 || Task Loss: 0.5591 || KD Loss: 0.2116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:35 || Estimated Time: 2 days, 15:06:56
2023-07-24 20:26:09,801 semantic_segmentation INFO: Iters: 19890/150000 || Lr: 0.017597 || Task Loss: 1.0756 || KD Loss: 0.4968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:52 || Estimated Time: 2 days, 15:06:35
2023-07-24 20:26:26,828 semantic_segmentation INFO: Iters: 19900/150000 || Lr: 0.017595 || Task Loss: 0.9989 || KD Loss: 0.4674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:09 || Estimated Time: 2 days, 15:06:15
2023-07-24 20:26:43,879 semantic_segmentation INFO: Iters: 19910/150000 || Lr: 0.017594 || Task Loss: 0.9652 || KD Loss: 0.4297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:26 || Estimated Time: 2 days, 15:05:54
2023-07-24 20:27:00,836 semantic_segmentation INFO: Iters: 19920/150000 || Lr: 0.017593 || Task Loss: 0.7171 || KD Loss: 0.2606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:43 || Estimated Time: 2 days, 15:05:34
2023-07-24 20:27:17,812 semantic_segmentation INFO: Iters: 19930/150000 || Lr: 0.017592 || Task Loss: 0.6359 || KD Loss: 0.2648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:00 || Estimated Time: 2 days, 15:05:13
2023-07-24 20:27:34,940 semantic_segmentation INFO: Iters: 19940/150000 || Lr: 0.017591 || Task Loss: 1.1403 || KD Loss: 0.4843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:17 || Estimated Time: 2 days, 15:04:54
2023-07-24 20:27:51,964 semantic_segmentation INFO: Iters: 19950/150000 || Lr: 0.017589 || Task Loss: 0.7661 || KD Loss: 0.2129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:34 || Estimated Time: 2 days, 15:04:33
2023-07-24 20:28:08,987 semantic_segmentation INFO: Iters: 19960/150000 || Lr: 0.017588 || Task Loss: 1.1217 || KD Loss: 0.4297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:51 || Estimated Time: 2 days, 15:04:13
2023-07-24 20:28:25,928 semantic_segmentation INFO: Iters: 19970/150000 || Lr: 0.017587 || Task Loss: 1.3737 || KD Loss: 0.6594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:08 || Estimated Time: 2 days, 15:03:52
2023-07-24 20:28:42,932 semantic_segmentation INFO: Iters: 19980/150000 || Lr: 0.017586 || Task Loss: 0.6970 || KD Loss: 0.2510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:25 || Estimated Time: 2 days, 15:03:32
2023-07-24 20:29:00,494 semantic_segmentation INFO: Iters: 19990/150000 || Lr: 0.017584 || Task Loss: 0.9821 || KD Loss: 0.3203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:42 || Estimated Time: 2 days, 15:03:15
2023-07-24 20:29:17,459 semantic_segmentation INFO: Iters: 20000/150000 || Lr: 0.017583 || Task Loss: 0.9429 || KD Loss: 0.2993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:59 || Estimated Time: 2 days, 15:02:55
2023-07-24 20:29:17,583 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:29:17,967 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.080
2023-07-24 20:29:17,979 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.120
2023-07-24 20:29:17,991 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.121
2023-07-24 20:29:18,005 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.940, mIoU: 0.121
2023-07-24 20:29:18,018 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.842, mIoU: 0.133
2023-07-24 20:29:18,030 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.838, mIoU: 0.169
2023-07-24 20:29:18,043 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.811, mIoU: 0.174
2023-07-24 20:29:18,057 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.831, mIoU: 0.205
2023-07-24 20:29:18,069 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.827, mIoU: 0.205
2023-07-24 20:29:18,082 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.825, mIoU: 0.204
2023-07-24 20:29:18,096 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.818, mIoU: 0.203
2023-07-24 20:29:18,110 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.829, mIoU: 0.204
2023-07-24 20:29:18,122 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.798, mIoU: 0.200
2023-07-24 20:29:18,135 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.804, mIoU: 0.196
2023-07-24 20:29:18,149 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.795, mIoU: 0.196
2023-07-24 20:29:18,161 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.781, mIoU: 0.195
2023-07-24 20:29:18,171 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.777, mIoU: 0.188
2023-07-24 20:29:18,183 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.774, mIoU: 0.183
2023-07-24 20:29:18,197 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.782, mIoU: 0.183
2023-07-24 20:29:18,213 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.791, mIoU: 0.216
2023-07-24 20:29:18,227 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.800, mIoU: 0.220
2023-07-24 20:29:18,242 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.804, mIoU: 0.218
2023-07-24 20:29:18,255 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.795, mIoU: 0.223
2023-07-24 20:29:18,271 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.798, mIoU: 0.225
2023-07-24 20:29:18,286 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.796, mIoU: 0.227
2023-07-24 20:29:18,300 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.797, mIoU: 0.236
2023-07-24 20:29:18,314 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.801, mIoU: 0.235
2023-07-24 20:29:18,325 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.806, mIoU: 0.235
2023-07-24 20:29:18,339 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.806, mIoU: 0.234
2023-07-24 20:29:18,353 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.813, mIoU: 0.234
2023-07-24 20:29:18,366 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.815, mIoU: 0.234
2023-07-24 20:29:18,380 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.819, mIoU: 0.237
2023-07-24 20:29:18,394 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.821, mIoU: 0.236
2023-07-24 20:29:18,408 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.822, mIoU: 0.235
2023-07-24 20:29:18,422 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.826, mIoU: 0.257
2023-07-24 20:29:18,436 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.829, mIoU: 0.259
2023-07-24 20:29:18,448 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.833, mIoU: 0.261
2023-07-24 20:29:18,460 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.836, mIoU: 0.284
2023-07-24 20:29:18,475 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.833, mIoU: 0.276
2023-07-24 20:29:18,488 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.833, mIoU: 0.277
2023-07-24 20:29:18,500 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.832, mIoU: 0.292
2023-07-24 20:29:18,514 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.836, mIoU: 0.292
2023-07-24 20:29:18,528 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.833, mIoU: 0.292
2023-07-24 20:29:18,540 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.835, mIoU: 0.292
2023-07-24 20:29:18,554 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.835, mIoU: 0.301
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2023-07-24 20:29:18,581 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.839, mIoU: 0.312
2023-07-24 20:29:18,594 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.837, mIoU: 0.313
2023-07-24 20:29:18,607 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.838, mIoU: 0.311
2023-07-24 20:29:18,623 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.838, mIoU: 0.309
2023-07-24 20:29:18,638 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.837, mIoU: 0.308
2023-07-24 20:29:18,652 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.840, mIoU: 0.308
2023-07-24 20:29:18,665 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.842, mIoU: 0.302
2023-07-24 20:29:18,680 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.843, mIoU: 0.303
2023-07-24 20:29:18,694 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.842, mIoU: 0.305
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2023-07-24 20:29:18,822 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.835, mIoU: 0.295
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2023-07-24 20:29:18,921 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.838, mIoU: 0.332
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2023-07-24 20:29:18,963 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.841, mIoU: 0.326
2023-07-24 20:29:18,978 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.843, mIoU: 0.339
2023-07-24 20:29:18,992 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.844, mIoU: 0.335
2023-07-24 20:29:19,007 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.839, mIoU: 0.331
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2023-07-24 20:29:19,031 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.837, mIoU: 0.348
2023-07-24 20:29:19,047 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.836, mIoU: 0.344
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2023-07-24 20:29:19,105 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.833, mIoU: 0.337
2023-07-24 20:29:19,120 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.832, mIoU: 0.331
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2023-07-24 20:29:19,149 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.834, mIoU: 0.333
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2023-07-24 20:29:19,180 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.832, mIoU: 0.329
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2023-07-24 20:29:19,209 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.833, mIoU: 0.331
2023-07-24 20:29:19,226 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.835, mIoU: 0.332
2023-07-24 20:29:19,241 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.835, mIoU: 0.335
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2023-07-24 20:29:19,344 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.832, mIoU: 0.337
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2023-07-24 20:29:19,429 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.835, mIoU: 0.341
2023-07-24 20:29:19,444 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.833, mIoU: 0.338
2023-07-24 20:29:19,460 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.834, mIoU: 0.339
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2023-07-24 20:29:19,499 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.836, mIoU: 0.348
2023-07-24 20:29:19,512 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.837, mIoU: 0.348
2023-07-24 20:29:19,527 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.838, mIoU: 0.347
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2023-07-24 20:29:24,759 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.838, mIoU: 0.363
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2023-07-24 20:29:25,106 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.840, mIoU: 0.370
2023-07-24 20:29:25,120 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.840, mIoU: 0.370
2023-07-24 20:29:25,136 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 20:29:25,150 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 20:29:25,167 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.839, mIoU: 0.366
2023-07-24 20:29:25,183 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.839, mIoU: 0.366
2023-07-24 20:29:25,199 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.840, mIoU: 0.366
2023-07-24 20:29:25,216 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.839, mIoU: 0.366
2023-07-24 20:29:25,230 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.839, mIoU: 0.366
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2023-07-24 20:29:25,275 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.839, mIoU: 0.365
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2023-07-24 20:29:25,512 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.838, mIoU: 0.375
2023-07-24 20:29:25,528 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.838, mIoU: 0.375
2023-07-24 20:29:25,541 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.838, mIoU: 0.375
2023-07-24 20:29:25,552 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.837, mIoU: 0.374
2023-07-24 20:29:25,565 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.837, mIoU: 0.375
2023-07-24 20:29:25,580 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.838, mIoU: 0.376
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2023-07-24 20:29:25,610 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.838, mIoU: 0.376
2023-07-24 20:29:25,624 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.838, mIoU: 0.376
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2023-07-24 20:29:25,647 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.838, mIoU: 0.376
2023-07-24 20:29:25,663 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.838, mIoU: 0.375
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2023-07-24 20:29:25,694 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.838, mIoU: 0.374
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2023-07-24 20:29:25,736 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.838, mIoU: 0.375
2023-07-24 20:29:25,751 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.837, mIoU: 0.372
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2023-07-24 20:29:25,781 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.838, mIoU: 0.373
2023-07-24 20:29:25,794 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.837, mIoU: 0.372
2023-07-24 20:29:25,807 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.837, mIoU: 0.372
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2023-07-24 20:29:25,836 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.837, mIoU: 0.372
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2023-07-24 20:29:25,864 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.837, mIoU: 0.371
2023-07-24 20:29:25,879 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.836, mIoU: 0.370
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2023-07-24 20:29:25,923 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.836, mIoU: 0.369
2023-07-24 20:29:25,939 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.835, mIoU: 0.368
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2023-07-24 20:29:26,553 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:26,564 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:26,579 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:26,594 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:26,609 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:26,621 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:26,636 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:26,650 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:26,665 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:26,679 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:26,694 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:26,709 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:26,723 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:26,738 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:26,752 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:26,765 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:26,780 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.834, mIoU: 0.360
2023-07-24 20:29:26,795 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:26,811 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:26,823 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:26,839 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:26,852 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:26,868 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:26,883 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:26,898 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:26,913 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:26,929 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:26,943 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.832, mIoU: 0.356
2023-07-24 20:29:26,958 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:26,972 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:26,986 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,001 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,019 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,034 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,049 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,058 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,071 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,086 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,099 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.831, mIoU: 0.356
2023-07-24 20:29:27,113 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.832, mIoU: 0.356
2023-07-24 20:29:27,126 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.832, mIoU: 0.356
2023-07-24 20:29:27,139 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.832, mIoU: 0.356
2023-07-24 20:29:27,154 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.832, mIoU: 0.356
2023-07-24 20:29:27,170 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.831, mIoU: 0.356
2023-07-24 20:29:27,185 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.831, mIoU: 0.355
2023-07-24 20:29:27,201 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:27,214 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,228 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:27,241 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,255 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,270 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,286 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,300 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,315 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,330 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,343 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,358 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,373 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:27,386 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,400 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,414 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:27,430 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,445 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:27,458 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,473 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,489 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,504 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,518 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,531 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,538 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,553 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,569 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,584 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,600 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:27,615 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,630 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,646 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,661 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,673 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,688 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,702 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,717 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,732 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,744 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,757 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,770 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,784 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,797 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,810 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,823 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.832, mIoU: 0.357
2023-07-24 20:29:27,837 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,853 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,864 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,878 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:27,891 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,902 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,917 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,931 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,946 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:27,961 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:27,976 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:27,992 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:28,005 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:28,021 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:28,037 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,054 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,070 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,086 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.834, mIoU: 0.360
2023-07-24 20:29:28,102 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.834, mIoU: 0.360
2023-07-24 20:29:28,116 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:28,129 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,143 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,158 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,175 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,188 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,201 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.834, mIoU: 0.360
2023-07-24 20:29:28,215 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,229 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:28,244 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,259 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,274 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,287 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,301 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,314 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,328 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,342 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,356 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:28,372 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,386 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,402 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,418 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,431 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,444 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,460 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,476 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,491 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,506 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:28,518 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:28,532 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:28,546 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:28,559 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:28,574 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:28,591 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,604 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,619 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,632 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,647 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,662 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:28,675 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,688 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,702 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:28,717 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,730 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:28,745 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,760 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,773 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,787 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,802 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,818 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:28,835 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,848 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,863 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,876 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,892 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,904 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,918 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.836, mIoU: 0.357
2023-07-24 20:29:28,932 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,947 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:28,960 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,976 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:28,991 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,007 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:29,022 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,035 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,047 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,061 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,075 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,087 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:29,100 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:29,115 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:29,128 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:29,141 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:29,155 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:29,170 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:29,185 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,201 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,214 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,227 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,241 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,256 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:29,271 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:29,286 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 20:29:29,299 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 20:29:29,311 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:29,322 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,338 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,353 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,367 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,382 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,393 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,406 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,422 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:29,437 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:29,451 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:29,466 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:29,479 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,495 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,508 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,524 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,537 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,552 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,567 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:29,580 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,596 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,611 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,626 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,641 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,656 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,672 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,687 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,701 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,716 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,731 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,744 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,757 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,770 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.836, mIoU: 0.364
2023-07-24 20:29:29,786 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 20:29:29,800 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,817 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.836, mIoU: 0.362
2023-07-24 20:29:29,832 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,844 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,859 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,876 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,891 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,905 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,921 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,936 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,949 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,964 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.836, mIoU: 0.363
2023-07-24 20:29:29,980 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:29,995 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,009 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,020 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.835, mIoU: 0.364
2023-07-24 20:29:30,037 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:30,052 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.834, mIoU: 0.361
2023-07-24 20:29:30,067 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,080 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,095 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:30,110 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,125 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.835, mIoU: 0.364
2023-07-24 20:29:30,139 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,152 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,166 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,179 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,193 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.835, mIoU: 0.364
2023-07-24 20:29:30,207 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,221 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,237 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,250 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,266 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,281 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,297 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,311 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.835, mIoU: 0.363
2023-07-24 20:29:30,326 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.835, mIoU: 0.362
2023-07-24 20:29:30,341 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,356 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,372 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,387 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,403 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,418 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,428 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.835, mIoU: 0.361
2023-07-24 20:29:30,442 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,455 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,470 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,485 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,500 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,513 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,528 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,543 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,557 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,573 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,588 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,601 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,617 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,632 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,647 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,661 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,676 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,691 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,707 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,720 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,736 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,751 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,765 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,779 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,794 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:30,808 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,822 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,835 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,849 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,864 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,879 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,894 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,910 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,925 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,938 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:30,950 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:30,965 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,978 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:30,991 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,006 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,020 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,036 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,052 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:31,065 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,078 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,095 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:31,110 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,123 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,138 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,152 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,168 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,182 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,198 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,214 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,229 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,238 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.834, mIoU: 0.356
2023-07-24 20:29:31,254 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,269 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,283 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,297 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,312 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,327 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,340 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,355 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,369 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,385 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,399 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,414 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,430 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,446 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,459 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,475 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,490 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,505 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.835, mIoU: 0.356
2023-07-24 20:29:31,518 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,534 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,549 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,564 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,571 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,584 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,598 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,610 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:31,622 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,637 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,652 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,667 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,678 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,691 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,706 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,718 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,734 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:31,747 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,761 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,776 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,791 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,806 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,817 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,830 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,845 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,861 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,876 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,892 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,905 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,916 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,928 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,942 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,954 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,969 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:31,982 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:31,998 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,014 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,030 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,044 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,060 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,075 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,090 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,105 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,120 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,134 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,149 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,164 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,177 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,190 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,204 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,216 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,232 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,245 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,260 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,276 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,294 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,310 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,323 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,339 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,354 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,369 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,385 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,398 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,411 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,427 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.837, mIoU: 0.358
2023-07-24 20:29:32,442 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.837, mIoU: 0.359
2023-07-24 20:29:32,457 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 20:29:32,472 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 20:29:32,487 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:32,502 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 20:29:32,517 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 20:29:32,532 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:32,545 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,560 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,570 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,583 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:32,598 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,609 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,624 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,639 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,653 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,668 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,684 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.836, mIoU: 0.358
2023-07-24 20:29:32,699 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,714 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,726 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,742 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,755 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,770 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,785 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,798 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,812 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,826 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,840 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,855 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.835, mIoU: 0.357
2023-07-24 20:29:32,871 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,886 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,901 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,914 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,927 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,942 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.835, mIoU: 0.358
2023-07-24 20:29:32,955 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:32,969 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.836, mIoU: 0.359
2023-07-24 20:29:32,984 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:32,999 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.836, mIoU: 0.360
2023-07-24 20:29:33,014 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:33,027 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.836, mIoU: 0.361
2023-07-24 20:29:33,040 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,055 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,071 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,086 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,100 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,113 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,128 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,143 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,159 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,174 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,189 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,203 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,218 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,233 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,248 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,262 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,277 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,292 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,305 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.835, mIoU: 0.359
2023-07-24 20:29:33,320 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,335 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,351 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,363 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.835, mIoU: 0.360
2023-07-24 20:29:33,378 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,393 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,409 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,422 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,437 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,452 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,466 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,482 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,497 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,512 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,526 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,541 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,558 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,572 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.834, mIoU: 0.360
2023-07-24 20:29:33,587 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,600 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,609 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,625 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,640 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:33,653 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,668 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:33,684 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,697 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.833, mIoU: 0.357
2023-07-24 20:29:33,710 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,725 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,740 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,754 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,771 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.834, mIoU: 0.358
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2023-07-24 20:29:33,803 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,817 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,830 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,845 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,860 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,875 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,887 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,901 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,916 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,931 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,946 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,961 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.834, mIoU: 0.357
2023-07-24 20:29:33,974 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:33,990 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:34,004 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:34,017 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:34,033 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.834, mIoU: 0.358
2023-07-24 20:29:34,048 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.834, mIoU: 0.358
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2023-07-24 20:29:34,091 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,106 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,121 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,136 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,151 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,165 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,180 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,193 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.834, mIoU: 0.359
2023-07-24 20:29:34,206 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.834, mIoU: 0.358
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2023-07-24 20:29:34,249 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.834, mIoU: 0.359
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2023-07-24 20:29:34,318 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.834, mIoU: 0.359
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2023-07-24 20:29:34,467 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.834, mIoU: 0.358
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2023-07-24 20:29:34,584 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.833, mIoU: 0.358
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2023-07-24 20:29:34,612 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.833, mIoU: 0.357
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2023-07-24 20:29:34,884 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:34,899 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:34,913 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:34,925 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:34,940 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:34,955 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:34,970 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:34,985 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,001 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,016 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,030 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,044 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,057 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,072 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,087 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:35,102 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:35,115 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:35,130 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,142 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,157 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,172 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,187 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,200 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,215 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,232 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,247 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:35,258 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,273 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,288 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,300 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,315 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,330 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,345 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,358 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,370 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,385 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:35,399 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,414 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,427 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,442 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,455 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,468 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,483 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,497 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,512 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,527 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,543 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,556 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,572 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,586 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,601 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,616 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,629 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,642 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,658 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,673 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,688 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,701 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,714 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,729 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,744 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,757 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,770 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,785 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,800 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,815 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:35,830 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:35,845 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,861 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,875 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,889 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,904 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,918 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,933 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,948 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,963 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,977 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:35,992 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,007 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:36,021 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,035 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,050 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,065 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:36,080 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.830, mIoU: 0.358
2023-07-24 20:29:36,094 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,109 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,124 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,136 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,149 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,164 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,180 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,193 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,209 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,224 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,239 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,255 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,269 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,284 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,299 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,313 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,326 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,339 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,352 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,365 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,380 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,395 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,408 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,421 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,436 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,448 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,462 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,477 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,493 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,508 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,523 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,536 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,550 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,565 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,578 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,594 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,609 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,624 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,637 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,652 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,667 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,682 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 20:29:36,697 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,709 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,724 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,739 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,754 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,769 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,782 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:36,796 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,811 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,826 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,841 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,855 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,870 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,885 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,895 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.830, mIoU: 0.357
2023-07-24 20:29:36,909 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,922 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,935 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,952 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.831, mIoU: 0.358
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2023-07-24 20:29:36,981 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.831, mIoU: 0.357
2023-07-24 20:29:36,993 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,006 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,020 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,035 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,049 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,063 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,078 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,091 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:37,105 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:37,121 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,134 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,148 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.831, mIoU: 0.359
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2023-07-24 20:29:37,191 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:37,203 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,218 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.832, mIoU: 0.359
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2023-07-24 20:29:37,333 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.831, mIoU: 0.358
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2023-07-24 20:29:37,479 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.831, mIoU: 0.358
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2023-07-24 20:29:37,572 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.832, mIoU: 0.359
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2023-07-24 20:29:37,618 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.831, mIoU: 0.359
2023-07-24 20:29:37,633 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.832, mIoU: 0.359
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2023-07-24 20:29:37,661 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,676 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,693 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,707 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.831, mIoU: 0.358
2023-07-24 20:29:37,723 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,738 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,755 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,768 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,782 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,797 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,812 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,826 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,839 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,854 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,869 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,884 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,899 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,915 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,930 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,945 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:37,958 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,973 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:37,986 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,000 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,016 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,030 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,045 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,058 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,073 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,087 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,102 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,116 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,131 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,146 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,160 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,173 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,187 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,201 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,217 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,232 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.832, mIoU: 0.358
2023-07-24 20:29:38,247 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,263 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,278 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,293 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,303 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,318 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,331 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,347 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:38,362 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,377 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.832, mIoU: 0.359
2023-07-24 20:29:38,393 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,405 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,414 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,430 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:38,444 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.833, mIoU: 0.358
2023-07-24 20:29:38,458 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,471 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,485 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,499 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,512 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,526 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,540 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,554 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,568 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,580 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:38,594 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:38,608 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:38,622 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:38,634 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,648 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-24 20:29:38,662 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:38,676 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.833, mIoU: 0.361
2023-07-24 20:29:38,691 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.833, mIoU: 0.361
2023-07-24 20:29:38,703 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.833, mIoU: 0.361
2023-07-24 20:29:38,717 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.833, mIoU: 0.361
2023-07-24 20:29:38,731 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.833, mIoU: 0.361
2023-07-24 20:29:38,746 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.833, mIoU: 0.360
2023-07-24 20:29:55,552 semantic_segmentation INFO: Iters: 20010/150000 || Lr: 0.017582 || Task Loss: 0.8170 || KD Loss: 0.3287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:37 || Estimated Time: 2 days, 15:04:51
2023-07-24 20:30:12,544 semantic_segmentation INFO: Iters: 20020/150000 || Lr: 0.017581 || Task Loss: 1.1187 || KD Loss: 0.3858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:54 || Estimated Time: 2 days, 15:04:30
2023-07-24 20:30:29,334 semantic_segmentation INFO: Iters: 20030/150000 || Lr: 0.017580 || Task Loss: 0.7061 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:11 || Estimated Time: 2 days, 15:04:09
2023-07-24 20:30:46,680 semantic_segmentation INFO: Iters: 20040/150000 || Lr: 0.017578 || Task Loss: 0.9591 || KD Loss: 0.3644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:28 || Estimated Time: 2 days, 15:03:50
2023-07-24 20:31:03,681 semantic_segmentation INFO: Iters: 20050/150000 || Lr: 0.017577 || Task Loss: 0.7705 || KD Loss: 0.2292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:45 || Estimated Time: 2 days, 15:03:30
2023-07-24 20:31:20,705 semantic_segmentation INFO: Iters: 20060/150000 || Lr: 0.017576 || Task Loss: 1.0063 || KD Loss: 0.3417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:02 || Estimated Time: 2 days, 15:03:09
2023-07-24 20:31:37,732 semantic_segmentation INFO: Iters: 20070/150000 || Lr: 0.017575 || Task Loss: 0.8816 || KD Loss: 0.2955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:20 || Estimated Time: 2 days, 15:02:49
2023-07-24 20:31:54,768 semantic_segmentation INFO: Iters: 20080/150000 || Lr: 0.017574 || Task Loss: 0.9624 || KD Loss: 0.3334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:37 || Estimated Time: 2 days, 15:02:29
2023-07-24 20:32:11,971 semantic_segmentation INFO: Iters: 20090/150000 || Lr: 0.017572 || Task Loss: 0.7654 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:54 || Estimated Time: 2 days, 15:02:09
2023-07-24 20:32:28,935 semantic_segmentation INFO: Iters: 20100/150000 || Lr: 0.017571 || Task Loss: 0.9604 || KD Loss: 0.4349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:11 || Estimated Time: 2 days, 15:01:49
2023-07-24 20:32:45,815 semantic_segmentation INFO: Iters: 20110/150000 || Lr: 0.017570 || Task Loss: 0.8636 || KD Loss: 0.3348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:28 || Estimated Time: 2 days, 15:01:27
2023-07-24 20:33:02,868 semantic_segmentation INFO: Iters: 20120/150000 || Lr: 0.017569 || Task Loss: 0.8110 || KD Loss: 0.2848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:45 || Estimated Time: 2 days, 15:01:07
2023-07-24 20:33:20,370 semantic_segmentation INFO: Iters: 20130/150000 || Lr: 0.017567 || Task Loss: 0.9037 || KD Loss: 0.3526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:02 || Estimated Time: 2 days, 15:00:50
2023-07-24 20:33:37,162 semantic_segmentation INFO: Iters: 20140/150000 || Lr: 0.017566 || Task Loss: 1.2332 || KD Loss: 0.5665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:19 || Estimated Time: 2 days, 15:00:29
2023-07-24 20:33:54,151 semantic_segmentation INFO: Iters: 20150/150000 || Lr: 0.017565 || Task Loss: 1.1789 || KD Loss: 0.5428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:36 || Estimated Time: 2 days, 15:00:08
2023-07-24 20:34:11,076 semantic_segmentation INFO: Iters: 20160/150000 || Lr: 0.017564 || Task Loss: 1.1684 || KD Loss: 0.4766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:53 || Estimated Time: 2 days, 14:59:47
2023-07-24 20:34:28,101 semantic_segmentation INFO: Iters: 20170/150000 || Lr: 0.017563 || Task Loss: 0.6877 || KD Loss: 0.2152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:10 || Estimated Time: 2 days, 14:59:26
2023-07-24 20:34:45,143 semantic_segmentation INFO: Iters: 20180/150000 || Lr: 0.017561 || Task Loss: 0.6822 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:27 || Estimated Time: 2 days, 14:59:07
2023-07-24 20:35:02,416 semantic_segmentation INFO: Iters: 20190/150000 || Lr: 0.017560 || Task Loss: 0.6382 || KD Loss: 0.2592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:44 || Estimated Time: 2 days, 14:58:48
2023-07-24 20:35:19,376 semantic_segmentation INFO: Iters: 20200/150000 || Lr: 0.017559 || Task Loss: 1.0532 || KD Loss: 0.3561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:01 || Estimated Time: 2 days, 14:58:27
2023-07-24 20:35:36,505 semantic_segmentation INFO: Iters: 20210/150000 || Lr: 0.017558 || Task Loss: 0.7961 || KD Loss: 0.2766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:18 || Estimated Time: 2 days, 14:58:07
2023-07-24 20:35:53,946 semantic_segmentation INFO: Iters: 20220/150000 || Lr: 0.017556 || Task Loss: 1.0540 || KD Loss: 0.4128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:36 || Estimated Time: 2 days, 14:57:50
2023-07-24 20:36:10,841 semantic_segmentation INFO: Iters: 20230/150000 || Lr: 0.017555 || Task Loss: 0.7482 || KD Loss: 0.3134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:53 || Estimated Time: 2 days, 14:57:29
2023-07-24 20:36:27,852 semantic_segmentation INFO: Iters: 20240/150000 || Lr: 0.017554 || Task Loss: 0.7653 || KD Loss: 0.2756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:10 || Estimated Time: 2 days, 14:57:08
2023-07-24 20:36:44,782 semantic_segmentation INFO: Iters: 20250/150000 || Lr: 0.017553 || Task Loss: 0.8431 || KD Loss: 0.3555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:27 || Estimated Time: 2 days, 14:56:47
2023-07-24 20:37:01,808 semantic_segmentation INFO: Iters: 20260/150000 || Lr: 0.017552 || Task Loss: 1.4169 || KD Loss: 0.7220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:44 || Estimated Time: 2 days, 14:56:27
2023-07-24 20:37:18,756 semantic_segmentation INFO: Iters: 20270/150000 || Lr: 0.017550 || Task Loss: 1.0021 || KD Loss: 0.3967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:01 || Estimated Time: 2 days, 14:56:06
2023-07-24 20:37:35,749 semantic_segmentation INFO: Iters: 20280/150000 || Lr: 0.017549 || Task Loss: 1.3307 || KD Loss: 0.6238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:18 || Estimated Time: 2 days, 14:55:46
2023-07-24 20:37:52,739 semantic_segmentation INFO: Iters: 20290/150000 || Lr: 0.017548 || Task Loss: 1.0938 || KD Loss: 0.4257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:35 || Estimated Time: 2 days, 14:55:25
2023-07-24 20:38:09,959 semantic_segmentation INFO: Iters: 20300/150000 || Lr: 0.017547 || Task Loss: 0.9787 || KD Loss: 0.3479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:52 || Estimated Time: 2 days, 14:55:06
2023-07-24 20:38:27,021 semantic_segmentation INFO: Iters: 20310/150000 || Lr: 0.017546 || Task Loss: 1.1011 || KD Loss: 0.5254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:09 || Estimated Time: 2 days, 14:54:46
2023-07-24 20:38:44,150 semantic_segmentation INFO: Iters: 20320/150000 || Lr: 0.017544 || Task Loss: 0.8860 || KD Loss: 0.3796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:26 || Estimated Time: 2 days, 14:54:26
2023-07-24 20:39:01,147 semantic_segmentation INFO: Iters: 20330/150000 || Lr: 0.017543 || Task Loss: 0.9535 || KD Loss: 0.4178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:43 || Estimated Time: 2 days, 14:54:06
2023-07-24 20:39:18,338 semantic_segmentation INFO: Iters: 20340/150000 || Lr: 0.017542 || Task Loss: 0.9625 || KD Loss: 0.4039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:00 || Estimated Time: 2 days, 14:53:47
2023-07-24 20:39:35,341 semantic_segmentation INFO: Iters: 20350/150000 || Lr: 0.017541 || Task Loss: 1.2597 || KD Loss: 0.4464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:17 || Estimated Time: 2 days, 14:53:27
2023-07-24 20:39:52,833 semantic_segmentation INFO: Iters: 20360/150000 || Lr: 0.017539 || Task Loss: 1.9805 || KD Loss: 0.6571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:35 || Estimated Time: 2 days, 14:53:09
2023-07-24 20:40:09,906 semantic_segmentation INFO: Iters: 20370/150000 || Lr: 0.017538 || Task Loss: 0.9409 || KD Loss: 0.4004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:52 || Estimated Time: 2 days, 14:52:49
2023-07-24 20:40:26,952 semantic_segmentation INFO: Iters: 20380/150000 || Lr: 0.017537 || Task Loss: 0.9809 || KD Loss: 0.3915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:09 || Estimated Time: 2 days, 14:52:29
2023-07-24 20:40:44,061 semantic_segmentation INFO: Iters: 20390/150000 || Lr: 0.017536 || Task Loss: 0.8341 || KD Loss: 0.3850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:26 || Estimated Time: 2 days, 14:52:09
2023-07-24 20:41:01,276 semantic_segmentation INFO: Iters: 20400/150000 || Lr: 0.017535 || Task Loss: 1.5227 || KD Loss: 0.6709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:43 || Estimated Time: 2 days, 14:51:50
2023-07-24 20:41:18,467 semantic_segmentation INFO: Iters: 20410/150000 || Lr: 0.017533 || Task Loss: 0.9395 || KD Loss: 0.3344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:00 || Estimated Time: 2 days, 14:51:31
2023-07-24 20:41:35,747 semantic_segmentation INFO: Iters: 20420/150000 || Lr: 0.017532 || Task Loss: 0.9110 || KD Loss: 0.3216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:18 || Estimated Time: 2 days, 14:51:12
2023-07-24 20:41:53,421 semantic_segmentation INFO: Iters: 20430/150000 || Lr: 0.017531 || Task Loss: 0.7993 || KD Loss: 0.3254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:35 || Estimated Time: 2 days, 14:50:56
2023-07-24 20:42:10,646 semantic_segmentation INFO: Iters: 20440/150000 || Lr: 0.017530 || Task Loss: 0.8218 || KD Loss: 0.3595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:52 || Estimated Time: 2 days, 14:50:37
2023-07-24 20:42:27,949 semantic_segmentation INFO: Iters: 20450/150000 || Lr: 0.017528 || Task Loss: 0.6740 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:10 || Estimated Time: 2 days, 14:50:19
2023-07-24 20:42:45,196 semantic_segmentation INFO: Iters: 20460/150000 || Lr: 0.017527 || Task Loss: 0.7691 || KD Loss: 0.3274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:27 || Estimated Time: 2 days, 14:50:00
2023-07-24 20:43:02,569 semantic_segmentation INFO: Iters: 20470/150000 || Lr: 0.017526 || Task Loss: 0.9941 || KD Loss: 0.3181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:44 || Estimated Time: 2 days, 14:49:42
2023-07-24 20:43:19,872 semantic_segmentation INFO: Iters: 20480/150000 || Lr: 0.017525 || Task Loss: 0.8312 || KD Loss: 0.2653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:02 || Estimated Time: 2 days, 14:49:24
2023-07-24 20:43:37,494 semantic_segmentation INFO: Iters: 20490/150000 || Lr: 0.017524 || Task Loss: 0.7364 || KD Loss: 0.2276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:19 || Estimated Time: 2 days, 14:49:07
2023-07-24 20:43:54,832 semantic_segmentation INFO: Iters: 20500/150000 || Lr: 0.017522 || Task Loss: 0.8249 || KD Loss: 0.3692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:37 || Estimated Time: 2 days, 14:48:49
2023-07-24 20:44:12,200 semantic_segmentation INFO: Iters: 20510/150000 || Lr: 0.017521 || Task Loss: 0.9580 || KD Loss: 0.3642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:54 || Estimated Time: 2 days, 14:48:31
2023-07-24 20:44:29,740 semantic_segmentation INFO: Iters: 20520/150000 || Lr: 0.017520 || Task Loss: 0.7890 || KD Loss: 0.2838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:12 || Estimated Time: 2 days, 14:48:14
2023-07-24 20:44:47,055 semantic_segmentation INFO: Iters: 20530/150000 || Lr: 0.017519 || Task Loss: 0.8096 || KD Loss: 0.2887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:29 || Estimated Time: 2 days, 14:47:56
2023-07-24 20:45:04,456 semantic_segmentation INFO: Iters: 20540/150000 || Lr: 0.017518 || Task Loss: 0.7996 || KD Loss: 0.2718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:46 || Estimated Time: 2 days, 14:47:38
2023-07-24 20:45:22,076 semantic_segmentation INFO: Iters: 20550/150000 || Lr: 0.017516 || Task Loss: 1.0517 || KD Loss: 0.4620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:04 || Estimated Time: 2 days, 14:47:21
2023-07-24 20:45:39,306 semantic_segmentation INFO: Iters: 20560/150000 || Lr: 0.017515 || Task Loss: 1.0326 || KD Loss: 0.4293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:21 || Estimated Time: 2 days, 14:47:03
2023-07-24 20:45:56,638 semantic_segmentation INFO: Iters: 20570/150000 || Lr: 0.017514 || Task Loss: 1.0703 || KD Loss: 0.3818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:38 || Estimated Time: 2 days, 14:46:44
2023-07-24 20:46:13,986 semantic_segmentation INFO: Iters: 20580/150000 || Lr: 0.017513 || Task Loss: 0.7880 || KD Loss: 0.2405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:56 || Estimated Time: 2 days, 14:46:26
2023-07-24 20:46:31,308 semantic_segmentation INFO: Iters: 20590/150000 || Lr: 0.017511 || Task Loss: 1.0677 || KD Loss: 0.4000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:59:13 || Estimated Time: 2 days, 14:46:08
2023-07-24 20:46:48,586 semantic_segmentation INFO: Iters: 20600/150000 || Lr: 0.017510 || Task Loss: 0.9086 || KD Loss: 0.3558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:59:30 || Estimated Time: 2 days, 14:45:49
2023-07-24 20:47:05,925 semantic_segmentation INFO: Iters: 20610/150000 || Lr: 0.017509 || Task Loss: 0.6502 || KD Loss: 0.2475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:59:48 || Estimated Time: 2 days, 14:45:31
2023-07-24 20:47:23,276 semantic_segmentation INFO: Iters: 20620/150000 || Lr: 0.017508 || Task Loss: 0.7029 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:05 || Estimated Time: 2 days, 14:45:13
2023-07-24 20:47:40,502 semantic_segmentation INFO: Iters: 20630/150000 || Lr: 0.017507 || Task Loss: 0.9520 || KD Loss: 0.4216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:22 || Estimated Time: 2 days, 14:44:54
2023-07-24 20:47:57,784 semantic_segmentation INFO: Iters: 20640/150000 || Lr: 0.017505 || Task Loss: 0.9752 || KD Loss: 0.3535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:40 || Estimated Time: 2 days, 14:44:35
2023-07-24 20:48:15,001 semantic_segmentation INFO: Iters: 20650/150000 || Lr: 0.017504 || Task Loss: 0.7922 || KD Loss: 0.2928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:57 || Estimated Time: 2 days, 14:44:16
2023-07-24 20:48:32,526 semantic_segmentation INFO: Iters: 20660/150000 || Lr: 0.017503 || Task Loss: 1.1342 || KD Loss: 0.4682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:14 || Estimated Time: 2 days, 14:43:59
2023-07-24 20:48:49,702 semantic_segmentation INFO: Iters: 20670/150000 || Lr: 0.017502 || Task Loss: 1.1412 || KD Loss: 0.4019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:31 || Estimated Time: 2 days, 14:43:40
2023-07-24 20:49:06,799 semantic_segmentation INFO: Iters: 20680/150000 || Lr: 0.017500 || Task Loss: 1.0025 || KD Loss: 0.3891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:49 || Estimated Time: 2 days, 14:43:20
2023-07-24 20:49:24,145 semantic_segmentation INFO: Iters: 20690/150000 || Lr: 0.017499 || Task Loss: 1.0055 || KD Loss: 0.4306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:06 || Estimated Time: 2 days, 14:43:02
2023-07-24 20:49:41,842 semantic_segmentation INFO: Iters: 20700/150000 || Lr: 0.017498 || Task Loss: 0.6614 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:24 || Estimated Time: 2 days, 14:42:46
2023-07-24 20:49:59,086 semantic_segmentation INFO: Iters: 20710/150000 || Lr: 0.017497 || Task Loss: 1.0746 || KD Loss: 0.4521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:41 || Estimated Time: 2 days, 14:42:27
2023-07-24 20:50:16,342 semantic_segmentation INFO: Iters: 20720/150000 || Lr: 0.017496 || Task Loss: 0.8083 || KD Loss: 0.3302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:58 || Estimated Time: 2 days, 14:42:08
2023-07-24 20:50:33,823 semantic_segmentation INFO: Iters: 20730/150000 || Lr: 0.017494 || Task Loss: 1.9182 || KD Loss: 0.8871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:16 || Estimated Time: 2 days, 14:41:51
2023-07-24 20:50:51,038 semantic_segmentation INFO: Iters: 20740/150000 || Lr: 0.017493 || Task Loss: 0.8624 || KD Loss: 0.4127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:33 || Estimated Time: 2 days, 14:41:32
2023-07-24 20:51:08,583 semantic_segmentation INFO: Iters: 20750/150000 || Lr: 0.017492 || Task Loss: 1.1381 || KD Loss: 0.4640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:50 || Estimated Time: 2 days, 14:41:15
2023-07-24 20:51:25,982 semantic_segmentation INFO: Iters: 20760/150000 || Lr: 0.017491 || Task Loss: 0.6786 || KD Loss: 0.2452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:08 || Estimated Time: 2 days, 14:40:58
2023-07-24 20:51:43,315 semantic_segmentation INFO: Iters: 20770/150000 || Lr: 0.017490 || Task Loss: 0.8388 || KD Loss: 0.3299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:25 || Estimated Time: 2 days, 14:40:39
2023-07-24 20:52:00,588 semantic_segmentation INFO: Iters: 20780/150000 || Lr: 0.017488 || Task Loss: 1.0235 || KD Loss: 0.3823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:42 || Estimated Time: 2 days, 14:40:20
2023-07-24 20:52:18,080 semantic_segmentation INFO: Iters: 20790/150000 || Lr: 0.017487 || Task Loss: 1.0776 || KD Loss: 0.3674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:00 || Estimated Time: 2 days, 14:40:03
2023-07-24 20:52:35,209 semantic_segmentation INFO: Iters: 20800/150000 || Lr: 0.017486 || Task Loss: 0.9902 || KD Loss: 0.3789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:17 || Estimated Time: 2 days, 14:39:43
2023-07-24 20:52:35,334 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:52:35,720 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.084
2023-07-24 20:52:35,732 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.125
2023-07-24 20:52:35,744 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.937, mIoU: 0.125
2023-07-24 20:52:35,758 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.126
2023-07-24 20:52:35,771 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.887, mIoU: 0.165
2023-07-24 20:52:35,783 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.902, mIoU: 0.210
2023-07-24 20:52:35,797 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.905, mIoU: 0.248
2023-07-24 20:52:35,810 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.914, mIoU: 0.259
2023-07-24 20:52:35,822 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.902, mIoU: 0.259
2023-07-24 20:52:35,836 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.255
2023-07-24 20:52:35,849 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.882, mIoU: 0.254
2023-07-24 20:52:35,864 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.255
2023-07-24 20:52:35,875 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.851, mIoU: 0.250
2023-07-24 20:52:35,890 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.853, mIoU: 0.249
2023-07-24 20:52:35,904 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.851, mIoU: 0.241
2023-07-24 20:52:35,917 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.857, mIoU: 0.239
2023-07-24 20:52:35,927 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.851, mIoU: 0.232
2023-07-24 20:52:35,940 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.843, mIoU: 0.227
2023-07-24 20:52:35,954 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.847, mIoU: 0.233
2023-07-24 20:52:35,970 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.851, mIoU: 0.266
2023-07-24 20:52:35,984 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.857, mIoU: 0.265
2023-07-24 20:52:35,999 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.859, mIoU: 0.265
2023-07-24 20:52:36,013 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.854, mIoU: 0.300
2023-07-24 20:52:36,028 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.852, mIoU: 0.298
2023-07-24 20:52:36,044 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.851, mIoU: 0.305
2023-07-24 20:52:36,057 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.850, mIoU: 0.310
2023-07-24 20:52:36,072 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.852, mIoU: 0.306
2023-07-24 20:52:36,083 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.852, mIoU: 0.296
2023-07-24 20:52:36,098 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.849, mIoU: 0.285
2023-07-24 20:52:36,112 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.855, mIoU: 0.285
2023-07-24 20:52:36,126 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.859, mIoU: 0.286
2023-07-24 20:52:36,141 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.862, mIoU: 0.288
2023-07-24 20:52:36,155 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.866, mIoU: 0.294
2023-07-24 20:52:36,170 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.866, mIoU: 0.293
2023-07-24 20:52:36,184 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-24 20:52:36,199 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-24 20:52:36,211 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.874, mIoU: 0.331
2023-07-24 20:52:36,224 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.876, mIoU: 0.344
2023-07-24 20:52:36,240 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.872, mIoU: 0.342
2023-07-24 20:52:36,252 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.873, mIoU: 0.344
2023-07-24 20:52:36,265 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.871, mIoU: 0.365
2023-07-24 20:52:36,280 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.874, mIoU: 0.364
2023-07-24 20:52:36,294 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.870, mIoU: 0.363
2023-07-24 20:52:36,307 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.871, mIoU: 0.363
2023-07-24 20:52:36,322 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.871, mIoU: 0.368
2023-07-24 20:52:36,337 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.873, mIoU: 0.371
2023-07-24 20:52:36,350 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.875, mIoU: 0.376
2023-07-24 20:52:36,362 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.876, mIoU: 0.378
2023-07-24 20:52:36,376 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.377
2023-07-24 20:52:36,392 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.877, mIoU: 0.375
2023-07-24 20:52:36,408 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.874, mIoU: 0.374
2023-07-24 20:52:36,423 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.877, mIoU: 0.373
2023-07-24 20:52:36,436 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.878, mIoU: 0.369
2023-07-24 20:52:36,451 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.878, mIoU: 0.369
2023-07-24 20:52:36,466 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.878, mIoU: 0.367
2023-07-24 20:52:36,480 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.875, mIoU: 0.365
2023-07-24 20:52:36,495 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.876, mIoU: 0.365
2023-07-24 20:52:36,512 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.878, mIoU: 0.361
2023-07-24 20:52:36,526 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.878, mIoU: 0.362
2023-07-24 20:52:36,541 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.868, mIoU: 0.364
2023-07-24 20:52:36,554 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.865, mIoU: 0.347
2023-07-24 20:52:36,569 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.865, mIoU: 0.343
2023-07-24 20:52:36,582 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.867, mIoU: 0.344
2023-07-24 20:52:36,602 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.869, mIoU: 0.357
2023-07-24 20:52:36,616 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.870, mIoU: 0.365
2023-07-24 20:52:36,631 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.870, mIoU: 0.363
2023-07-24 20:52:36,646 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.871, mIoU: 0.362
2023-07-24 20:52:36,659 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.870, mIoU: 0.368
2023-07-24 20:52:36,674 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.871, mIoU: 0.369
2023-07-24 20:52:36,690 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.867, mIoU: 0.363
2023-07-24 20:52:36,706 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.867, mIoU: 0.379
2023-07-24 20:52:36,720 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.868, mIoU: 0.379
2023-07-24 20:52:36,736 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.867, mIoU: 0.373
2023-07-24 20:52:36,753 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.869, mIoU: 0.372
2023-07-24 20:52:36,768 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.870, mIoU: 0.392
2023-07-24 20:52:36,784 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.872, mIoU: 0.391
2023-07-24 20:52:36,800 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.869, mIoU: 0.388
2023-07-24 20:52:36,810 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.868, mIoU: 0.387
2023-07-24 20:52:36,826 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.868, mIoU: 0.399
2023-07-24 20:52:36,844 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.869, mIoU: 0.403
2023-07-24 20:52:36,858 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.870, mIoU: 0.410
2023-07-24 20:52:36,874 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.868, mIoU: 0.407
2023-07-24 20:52:36,890 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.867, mIoU: 0.406
2023-07-24 20:52:36,905 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.864, mIoU: 0.393
2023-07-24 20:52:36,921 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.862, mIoU: 0.388
2023-07-24 20:52:36,936 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.862, mIoU: 0.389
2023-07-24 20:52:36,952 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.863, mIoU: 0.387
2023-07-24 20:52:36,967 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.862, mIoU: 0.383
2023-07-24 20:52:36,983 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.861, mIoU: 0.381
2023-07-24 20:52:36,996 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.861, mIoU: 0.382
2023-07-24 20:52:37,011 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.862, mIoU: 0.384
2023-07-24 20:52:37,027 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.863, mIoU: 0.385
2023-07-24 20:52:37,042 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.860, mIoU: 0.381
2023-07-24 20:52:37,057 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.856, mIoU: 0.377
2023-07-24 20:52:37,072 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.854, mIoU: 0.376
2023-07-24 20:52:37,087 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.855, mIoU: 0.376
2023-07-24 20:52:37,101 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.856, mIoU: 0.377
2023-07-24 20:52:37,115 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.857, mIoU: 0.380
2023-07-24 20:52:37,130 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.858, mIoU: 0.380
2023-07-24 20:52:37,144 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.859, mIoU: 0.382
2023-07-24 20:52:37,159 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.860, mIoU: 0.382
2023-07-24 20:52:37,174 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.860, mIoU: 0.381
2023-07-24 20:52:37,188 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.861, mIoU: 0.382
2023-07-24 20:52:37,202 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.860, mIoU: 0.381
2023-07-24 20:52:37,218 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.860, mIoU: 0.380
2023-07-24 20:52:37,231 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.861, mIoU: 0.384
2023-07-24 20:52:37,246 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.861, mIoU: 0.386
2023-07-24 20:52:37,261 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.861, mIoU: 0.384
2023-07-24 20:52:37,275 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.861, mIoU: 0.383
2023-07-24 20:52:37,288 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.861, mIoU: 0.382
2023-07-24 20:52:37,301 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.862, mIoU: 0.386
2023-07-24 20:52:37,315 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.863, mIoU: 0.386
2023-07-24 20:52:37,331 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.863, mIoU: 0.385
2023-07-24 20:52:37,346 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.861, mIoU: 0.382
2023-07-24 20:52:37,361 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.861, mIoU: 0.384
2023-07-24 20:52:37,375 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.862, mIoU: 0.384
2023-07-24 20:52:37,389 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.856, mIoU: 0.375
2023-07-24 20:52:37,404 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.856, mIoU: 0.374
2023-07-24 20:52:37,418 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.857, mIoU: 0.374
2023-07-24 20:52:37,433 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.856, mIoU: 0.372
2023-07-24 20:52:37,449 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.857, mIoU: 0.372
2023-07-24 20:52:37,462 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.858, mIoU: 0.372
2023-07-24 20:52:37,476 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.859, mIoU: 0.371
2023-07-24 20:52:37,492 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.859, mIoU: 0.371
2023-07-24 20:52:37,507 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.860, mIoU: 0.371
2023-07-24 20:52:37,516 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.860, mIoU: 0.372
2023-07-24 20:52:37,528 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.860, mIoU: 0.372
2023-07-24 20:52:37,544 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.855, mIoU: 0.367
2023-07-24 20:52:37,553 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.854, mIoU: 0.365
2023-07-24 20:52:37,566 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.855, mIoU: 0.371
2023-07-24 20:52:37,582 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.856, mIoU: 0.371
2023-07-24 20:52:37,598 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.857, mIoU: 0.374
2023-07-24 20:52:37,611 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.856, mIoU: 0.372
2023-07-24 20:52:37,627 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.856, mIoU: 0.369
2023-07-24 20:52:37,640 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.856, mIoU: 0.377
2023-07-24 20:52:37,653 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.857, mIoU: 0.377
2023-07-24 20:52:37,668 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.855, mIoU: 0.377
2023-07-24 20:52:37,682 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.855, mIoU: 0.377
2023-07-24 20:52:37,697 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.856, mIoU: 0.377
2023-07-24 20:52:37,711 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.856, mIoU: 0.376
2023-07-24 20:52:37,726 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.855, mIoU: 0.374
2023-07-24 20:52:37,742 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.856, mIoU: 0.374
2023-07-24 20:52:37,757 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.856, mIoU: 0.376
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2023-07-24 20:52:40,693 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.842, mIoU: 0.382
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2023-07-24 20:52:40,724 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.843, mIoU: 0.385
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2023-07-24 20:52:40,768 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.843, mIoU: 0.385
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2023-07-24 20:52:40,799 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.843, mIoU: 0.384
2023-07-24 20:52:40,813 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:52:40,827 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-24 20:52:40,841 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.844, mIoU: 0.384
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2023-07-24 20:52:40,896 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,911 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.844, mIoU: 0.386
2023-07-24 20:52:40,924 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,933 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,943 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,958 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,971 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.844, mIoU: 0.385
2023-07-24 20:52:40,984 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.843, mIoU: 0.384
2023-07-24 20:52:40,999 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:52:41,015 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.841, mIoU: 0.382
2023-07-24 20:52:41,030 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.840, mIoU: 0.380
2023-07-24 20:52:41,043 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.840, mIoU: 0.380
2023-07-24 20:52:41,059 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 20:52:41,072 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 20:52:41,088 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 20:52:41,101 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.841, mIoU: 0.377
2023-07-24 20:52:41,117 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 20:52:41,132 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 20:52:41,148 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.840, mIoU: 0.375
2023-07-24 20:52:41,161 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.840, mIoU: 0.375
2023-07-24 20:52:41,177 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 20:52:41,193 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 20:52:41,209 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 20:52:41,225 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.841, mIoU: 0.375
2023-07-24 20:52:41,241 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.841, mIoU: 0.375
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2023-07-24 20:52:41,321 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.841, mIoU: 0.373
2023-07-24 20:52:41,335 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 20:52:41,351 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.842, mIoU: 0.373
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2023-07-24 20:52:41,382 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.842, mIoU: 0.373
2023-07-24 20:52:41,398 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.841, mIoU: 0.372
2023-07-24 20:52:41,413 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.841, mIoU: 0.372
2023-07-24 20:52:41,428 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.842, mIoU: 0.373
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2023-07-24 20:52:41,482 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.841, mIoU: 0.373
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2023-07-24 20:52:41,512 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.841, mIoU: 0.372
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2023-07-24 20:52:41,569 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.842, mIoU: 0.373
2023-07-24 20:52:41,583 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 20:52:41,598 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 20:52:41,613 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.843, mIoU: 0.373
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2023-07-24 20:52:41,702 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.845, mIoU: 0.373
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2023-07-24 20:52:41,729 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 20:52:41,742 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:41,755 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.843, mIoU: 0.372
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2023-07-24 20:52:41,798 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.844, mIoU: 0.374
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2023-07-24 20:52:42,144 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,160 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 20:52:42,175 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,190 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,205 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 20:52:42,220 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,234 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,247 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 20:52:42,264 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 20:52:42,280 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 20:52:42,296 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 20:52:42,311 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.843, mIoU: 0.371
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2023-07-24 20:52:42,365 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 20:52:42,379 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 20:52:42,394 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.843, mIoU: 0.370
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2023-07-24 20:52:42,549 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 20:52:42,564 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 20:52:42,581 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 20:52:42,596 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 20:52:42,612 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.843, mIoU: 0.376
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2023-07-24 20:52:42,641 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 20:52:42,658 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 20:52:42,673 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 20:52:42,687 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 20:52:42,703 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.844, mIoU: 0.379
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2023-07-24 20:52:42,730 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.844, mIoU: 0.379
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2023-07-24 20:52:42,760 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.845, mIoU: 0.380
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2023-07-24 20:52:42,790 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.845, mIoU: 0.384
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2023-07-24 20:52:42,814 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.846, mIoU: 0.384
2023-07-24 20:52:42,829 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.845, mIoU: 0.384
2023-07-24 20:52:42,844 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.845, mIoU: 0.383
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2023-07-24 20:52:42,970 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.846, mIoU: 0.386
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2023-07-24 20:52:42,999 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.847, mIoU: 0.387
2023-07-24 20:52:43,014 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.847, mIoU: 0.387
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2023-07-24 20:52:43,332 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.846, mIoU: 0.392
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2023-07-24 20:52:43,407 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.846, mIoU: 0.397
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2023-07-24 20:52:43,619 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 20:52:43,634 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.846, mIoU: 0.397
2023-07-24 20:52:43,647 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.847, mIoU: 0.397
2023-07-24 20:52:43,660 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 20:52:43,676 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.846, mIoU: 0.396
2023-07-24 20:52:43,692 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.846, mIoU: 0.396
2023-07-24 20:52:43,707 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.846, mIoU: 0.396
2023-07-24 20:52:43,720 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.846, mIoU: 0.396
2023-07-24 20:52:43,734 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,749 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,764 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,779 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:43,792 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:43,808 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,824 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,840 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,853 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:43,869 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,885 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,898 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,914 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,929 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:43,944 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:43,959 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:43,972 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:43,988 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:44,003 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:44,019 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:44,029 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:44,044 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,060 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:44,074 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,089 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,103 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,118 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,134 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,149 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,162 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,175 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.845, mIoU: 0.393
2023-07-24 20:52:44,189 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,204 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,220 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,236 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,251 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,266 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,279 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,294 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,310 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,323 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:44,338 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.847, mIoU: 0.393
2023-07-24 20:52:44,353 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.847, mIoU: 0.393
2023-07-24 20:52:44,367 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.846, mIoU: 0.392
2023-07-24 20:52:44,382 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.846, mIoU: 0.392
2023-07-24 20:52:44,397 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.846, mIoU: 0.392
2023-07-24 20:52:44,408 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 20:52:44,423 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:52:44,437 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:52:44,451 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:52:44,466 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:52:44,482 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,494 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:52:44,510 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,525 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:52:44,541 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 20:52:44,554 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,570 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,585 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,601 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,616 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 20:52:44,633 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 20:52:44,648 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,664 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,679 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.847, mIoU: 0.390
2023-07-24 20:52:44,694 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:52:44,706 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-24 20:52:44,722 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:52:44,737 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:52:44,752 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:52:44,764 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-24 20:52:44,779 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-24 20:52:44,793 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,807 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,822 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,837 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,852 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,866 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 20:52:44,881 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 20:52:44,895 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.846, mIoU: 0.392
2023-07-24 20:52:44,909 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:44,924 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:44,939 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,957 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.846, mIoU: 0.395
2023-07-24 20:52:44,972 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,988 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:44,998 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.846, mIoU: 0.394
2023-07-24 20:52:45,011 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,026 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,039 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,054 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,067 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,080 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,095 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 20:52:45,112 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.847, mIoU: 0.393
2023-07-24 20:52:45,127 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.847, mIoU: 0.393
2023-07-24 20:52:45,143 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.847, mIoU: 0.397
2023-07-24 20:52:45,156 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,171 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,184 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,199 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,215 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,231 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:45,246 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.847, mIoU: 0.397
2023-07-24 20:52:45,261 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,276 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,290 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,305 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.847, mIoU: 0.396
2023-07-24 20:52:45,320 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,333 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,347 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,361 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:45,377 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,392 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,404 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:45,419 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.847, mIoU: 0.395
2023-07-24 20:52:45,434 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.847, mIoU: 0.394
2023-07-24 20:52:45,449 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.848, mIoU: 0.394
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2023-07-24 20:52:45,483 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:52:45,498 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:52:45,515 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.848, mIoU: 0.395
2023-07-24 20:52:45,531 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.848, mIoU: 0.395
2023-07-24 20:52:45,547 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.848, mIoU: 0.395
2023-07-24 20:52:45,562 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.848, mIoU: 0.395
2023-07-24 20:52:45,578 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.848, mIoU: 0.394
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2023-07-24 20:52:45,654 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.848, mIoU: 0.393
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2023-07-24 20:52:45,710 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.848, mIoU: 0.394
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2023-07-24 20:52:45,736 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.847, mIoU: 0.393
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2023-07-24 20:52:45,775 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.848, mIoU: 0.395
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2023-07-24 20:52:45,804 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.848, mIoU: 0.396
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2023-07-24 20:52:45,882 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.849, mIoU: 0.396
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2023-07-24 20:52:45,926 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.849, mIoU: 0.396
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2023-07-24 20:52:46,001 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.850, mIoU: 0.397
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2023-07-24 20:52:46,119 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.850, mIoU: 0.396
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2023-07-24 20:52:46,209 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,225 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.850, mIoU: 0.397
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2023-07-24 20:52:46,342 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.850, mIoU: 0.396
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2023-07-24 20:52:46,470 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,483 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,497 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,509 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,525 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:46,543 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,556 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:46,572 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,586 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,602 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:46,617 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,631 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,644 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,659 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:46,675 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,689 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,704 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,720 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,734 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,748 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,763 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,779 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:46,796 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,810 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,824 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:46,838 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:46,854 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:46,867 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:46,880 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:46,896 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,911 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,924 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,940 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:46,955 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:46,971 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:46,987 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,000 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,012 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,027 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,040 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,052 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,065 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:47,081 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,094 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,107 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,121 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,137 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,153 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,169 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,182 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,196 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:47,211 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:47,227 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:47,242 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,257 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,270 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,283 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,295 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,311 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,327 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,341 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,356 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,367 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,380 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,395 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,411 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:47,424 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,439 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,452 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:47,467 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,480 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,495 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,508 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,523 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,538 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,552 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,568 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,584 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,599 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:47,614 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:47,630 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:47,645 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 20:52:47,660 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.850, mIoU: 0.398
2023-07-24 20:52:47,675 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,690 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:47,705 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,718 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,732 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,745 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,761 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,775 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:47,791 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:47,806 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,818 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,832 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,848 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,863 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,876 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,891 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,906 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,919 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,932 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,948 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:47,963 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:47,977 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:47,989 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,006 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,022 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 20:52:48,037 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:52:48,051 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:52:48,066 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,082 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,097 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,112 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,126 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,141 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,155 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,170 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,184 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 20:52:48,197 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,213 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,226 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,241 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,256 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,271 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,285 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.849, mIoU: 0.395
2023-07-24 20:52:48,300 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,314 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,328 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,344 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,359 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,374 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,390 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.849, mIoU: 0.393
2023-07-24 20:52:48,400 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,414 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,427 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,443 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,458 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:48,473 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,487 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,501 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:48,516 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.849, mIoU: 0.394
2023-07-24 20:52:48,530 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:48,546 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:48,563 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.850, mIoU: 0.394
2023-07-24 20:52:48,576 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,593 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,609 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:48,624 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 20:52:48,638 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,654 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,669 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:48,685 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 20:52:48,699 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:48,714 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:48,730 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:48,743 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:48,758 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,773 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,785 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,800 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,813 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,827 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,842 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,858 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 20:52:48,872 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,888 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,902 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,915 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,928 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:48,943 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,956 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,970 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:48,985 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,001 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,017 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,033 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,047 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,060 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,077 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,092 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,106 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,121 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,135 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,151 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 20:52:49,165 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,181 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,196 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,211 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,220 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,236 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,252 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,265 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,279 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,294 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,309 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,321 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,336 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,351 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,366 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,381 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,396 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,413 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,428 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.852, mIoU: 0.395
2023-07-24 20:52:49,442 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.852, mIoU: 0.395
2023-07-24 20:52:49,457 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.852, mIoU: 0.395
2023-07-24 20:52:49,473 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,487 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.852, mIoU: 0.395
2023-07-24 20:52:49,500 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.852, mIoU: 0.396
2023-07-24 20:52:49,516 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:49,531 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,546 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,554 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,567 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,580 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,593 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:49,604 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,620 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,634 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.853, mIoU: 0.399
2023-07-24 20:52:49,649 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,661 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,674 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,689 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,700 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,715 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:49,728 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,743 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,758 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,773 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,788 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,799 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,813 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,828 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,844 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,859 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,875 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,888 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,898 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,910 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,923 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,935 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,950 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:49,963 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,978 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:49,994 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.851, mIoU: 0.397
2023-07-24 20:52:50,009 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.852, mIoU: 0.397
2023-07-24 20:52:50,023 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.852, mIoU: 0.398
2023-07-24 20:52:50,039 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,054 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,069 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,085 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,099 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,114 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,129 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,144 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,157 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,170 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,185 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,197 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,213 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,227 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,242 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.852, mIoU: 0.399
2023-07-24 20:52:50,257 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,275 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,291 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,304 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,319 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,334 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,349 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,364 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,377 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-24 20:52:50,390 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-24 20:52:50,405 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-24 20:52:50,421 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.854, mIoU: 0.402
2023-07-24 20:52:50,436 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.854, mIoU: 0.402
2023-07-24 20:52:50,452 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.854, mIoU: 0.402
2023-07-24 20:52:50,468 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.854, mIoU: 0.403
2023-07-24 20:52:50,484 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.854, mIoU: 0.403
2023-07-24 20:52:50,499 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,515 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,528 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,543 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,554 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,567 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,583 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,595 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-24 20:52:50,610 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-24 20:52:50,625 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.853, mIoU: 0.400
2023-07-24 20:52:50,641 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,657 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,673 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,688 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,704 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,716 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,732 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,744 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,759 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,774 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,787 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,802 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,815 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,831 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,846 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,862 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:50,877 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:50,893 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:50,906 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:50,919 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 20:52:50,935 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:50,948 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:50,962 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.853, mIoU: 0.402
2023-07-24 20:52:50,978 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 20:52:50,994 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 20:52:51,009 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 20:52:51,022 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 20:52:51,035 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:51,050 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,066 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,081 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,095 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,108 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,122 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,137 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,152 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,167 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,182 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,197 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:51,211 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:51,226 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:51,242 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 20:52:51,257 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,272 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,287 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,301 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,316 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,332 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,348 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,360 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,375 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,390 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,407 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,420 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,435 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,450 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,465 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,481 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,496 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,511 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,524 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,539 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,556 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,569 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,584 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,596 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,605 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,620 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,635 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,649 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:51,664 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,680 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,693 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,707 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,722 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,737 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,753 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,770 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,785 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 20:52:51,802 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,817 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,830 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,846 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,861 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,876 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,889 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,902 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,917 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,933 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,948 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,963 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 20:52:51,976 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:51,992 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,006 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,019 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,035 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,051 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,066 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 20:52:52,081 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,094 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:52,109 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,125 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,140 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,155 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,169 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,185 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,198 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,212 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,225 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,240 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,256 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,271 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,286 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,296 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 20:52:52,310 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,326 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,342 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,355 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,370 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,386 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,401 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,415 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,429 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,444 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,457 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,472 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,485 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,499 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,514 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,530 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,545 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,561 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,574 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,590 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,605 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,617 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 20:52:52,633 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,648 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,664 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 20:52:52,679 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 20:52:52,692 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 20:52:52,705 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 20:52:52,720 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,735 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,750 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,763 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,778 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,795 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,809 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,819 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,834 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,850 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 20:52:52,865 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 20:52:52,880 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,894 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,909 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,924 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:52,937 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 20:52:52,953 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,968 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:52,984 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,000 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,016 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,031 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,045 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,060 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,073 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,088 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 20:52:53,103 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 20:52:53,119 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,132 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,147 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,159 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,174 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,190 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,205 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,218 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,233 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,249 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,264 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,276 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,292 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,308 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,319 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,335 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 20:52:53,351 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 20:52:53,367 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,381 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,394 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,410 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 20:52:53,424 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,440 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,454 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,470 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,482 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,495 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,510 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:53,524 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,539 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,553 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,569 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,582 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,597 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,611 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,625 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,640 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,653 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,665 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,682 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,699 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,715 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,729 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,742 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,758 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,774 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,788 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,802 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,817 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:53,833 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,849 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,864 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,880 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,896 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:53,908 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,922 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,937 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,949 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,964 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,979 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:53,993 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,008 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,022 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,036 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,050 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,064 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,079 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,093 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:54,109 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 20:52:54,123 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 20:52:54,139 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 20:52:54,154 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 20:52:54,167 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 20:52:54,180 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,195 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,210 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,224 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,239 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,254 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,269 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,284 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,299 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,314 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,330 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,343 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,357 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,370 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,384 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,397 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:54,413 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:54,428 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:54,442 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 20:52:54,455 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,471 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,483 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:54,498 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,514 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,530 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,545 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,561 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,574 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,589 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,604 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,617 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,633 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,648 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,664 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,677 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,692 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,708 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:54,723 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,738 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,751 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,766 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,782 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,797 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,812 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,825 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,840 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,855 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,871 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,886 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,901 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,916 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,932 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,942 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,956 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,969 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:54,982 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 20:52:54,999 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,014 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,029 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,041 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,054 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,068 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,082 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,096 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,111 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,127 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,140 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,155 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,170 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,184 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,199 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,214 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,227 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,242 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,254 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,270 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,285 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,300 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,315 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,328 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,341 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,356 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,370 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,385 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,398 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,411 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,425 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,440 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,455 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,468 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,483 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,500 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,516 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,531 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,547 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,555 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,571 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,584 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,598 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,613 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 20:52:55,629 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,644 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,660 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,676 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,692 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,708 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,722 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,737 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,753 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 20:52:55,768 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,784 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,798 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,815 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,828 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,842 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,857 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,872 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,885 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,898 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,912 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,927 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,942 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 20:52:55,957 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:55,971 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:55,986 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,001 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,013 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,028 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,041 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,056 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,071 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,086 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,101 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,114 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,129 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,144 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,160 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,175 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,190 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,206 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,221 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,234 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,249 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,263 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,278 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,294 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:52:56,309 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,325 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,340 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,354 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,363 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,378 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,392 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,407 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,422 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,437 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,452 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,464 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,473 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,490 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,505 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,520 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,533 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,549 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,564 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,577 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,593 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,608 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,622 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,637 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,650 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,665 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,680 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,694 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,707 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,722 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,737 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,751 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 20:52:56,767 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,780 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,794 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 20:52:56,809 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 20:52:56,825 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 20:53:13,915 semantic_segmentation INFO: Iters: 20810/150000 || Lr: 0.017485 || Task Loss: 1.1393 || KD Loss: 0.4014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:56 || Estimated Time: 2 days, 14:41:38
2023-07-24 20:53:31,101 semantic_segmentation INFO: Iters: 20820/150000 || Lr: 0.017483 || Task Loss: 0.5944 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:13 || Estimated Time: 2 days, 14:41:19
2023-07-24 20:53:48,587 semantic_segmentation INFO: Iters: 20830/150000 || Lr: 0.017482 || Task Loss: 0.9418 || KD Loss: 0.3533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:30 || Estimated Time: 2 days, 14:41:01
2023-07-24 20:54:05,905 semantic_segmentation INFO: Iters: 20840/150000 || Lr: 0.017481 || Task Loss: 1.2162 || KD Loss: 0.5140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:48 || Estimated Time: 2 days, 14:40:43
2023-07-24 20:54:23,198 semantic_segmentation INFO: Iters: 20850/150000 || Lr: 0.017480 || Task Loss: 0.9406 || KD Loss: 0.3576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:05 || Estimated Time: 2 days, 14:40:24
2023-07-24 20:54:40,729 semantic_segmentation INFO: Iters: 20860/150000 || Lr: 0.017479 || Task Loss: 0.9676 || KD Loss: 0.3917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:23 || Estimated Time: 2 days, 14:40:08
2023-07-24 20:54:57,941 semantic_segmentation INFO: Iters: 20870/150000 || Lr: 0.017477 || Task Loss: 1.4348 || KD Loss: 0.7527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:40 || Estimated Time: 2 days, 14:39:48
2023-07-24 20:55:15,430 semantic_segmentation INFO: Iters: 20880/150000 || Lr: 0.017476 || Task Loss: 1.1271 || KD Loss: 0.4205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:57 || Estimated Time: 2 days, 14:39:31
2023-07-24 20:55:32,634 semantic_segmentation INFO: Iters: 20890/150000 || Lr: 0.017475 || Task Loss: 0.8500 || KD Loss: 0.3854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:14 || Estimated Time: 2 days, 14:39:12
2023-07-24 20:55:50,152 semantic_segmentation INFO: Iters: 20900/150000 || Lr: 0.017474 || Task Loss: 0.9505 || KD Loss: 0.4161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:32 || Estimated Time: 2 days, 14:38:54
2023-07-24 20:56:07,920 semantic_segmentation INFO: Iters: 20910/150000 || Lr: 0.017472 || Task Loss: 0.9489 || KD Loss: 0.4104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:50 || Estimated Time: 2 days, 14:38:39
2023-07-24 20:56:25,075 semantic_segmentation INFO: Iters: 20920/150000 || Lr: 0.017471 || Task Loss: 1.1633 || KD Loss: 0.5758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:07 || Estimated Time: 2 days, 14:38:20
2023-07-24 20:56:42,574 semantic_segmentation INFO: Iters: 20930/150000 || Lr: 0.017470 || Task Loss: 1.2452 || KD Loss: 0.5220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:24 || Estimated Time: 2 days, 14:38:03
2023-07-24 20:56:59,986 semantic_segmentation INFO: Iters: 20940/150000 || Lr: 0.017469 || Task Loss: 0.9161 || KD Loss: 0.3874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:42 || Estimated Time: 2 days, 14:37:44
2023-07-24 20:57:17,270 semantic_segmentation INFO: Iters: 20950/150000 || Lr: 0.017468 || Task Loss: 0.8496 || KD Loss: 0.3314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:59 || Estimated Time: 2 days, 14:37:26
2023-07-24 20:57:34,583 semantic_segmentation INFO: Iters: 20960/150000 || Lr: 0.017466 || Task Loss: 1.0339 || KD Loss: 0.4176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:16 || Estimated Time: 2 days, 14:37:07
2023-07-24 20:57:52,026 semantic_segmentation INFO: Iters: 20970/150000 || Lr: 0.017465 || Task Loss: 0.7814 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:34 || Estimated Time: 2 days, 14:36:50
2023-07-24 20:58:09,218 semantic_segmentation INFO: Iters: 20980/150000 || Lr: 0.017464 || Task Loss: 0.8084 || KD Loss: 0.3001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:51 || Estimated Time: 2 days, 14:36:31
2023-07-24 20:58:26,405 semantic_segmentation INFO: Iters: 20990/150000 || Lr: 0.017463 || Task Loss: 0.7320 || KD Loss: 0.3235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:08 || Estimated Time: 2 days, 14:36:11
2023-07-24 20:58:43,817 semantic_segmentation INFO: Iters: 21000/150000 || Lr: 0.017462 || Task Loss: 1.0573 || KD Loss: 0.4761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:26 || Estimated Time: 2 days, 14:35:54
2023-07-24 20:59:01,257 semantic_segmentation INFO: Iters: 21010/150000 || Lr: 0.017460 || Task Loss: 0.6732 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:43 || Estimated Time: 2 days, 14:35:36
2023-07-24 20:59:18,648 semantic_segmentation INFO: Iters: 21020/150000 || Lr: 0.017459 || Task Loss: 0.7656 || KD Loss: 0.2920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:00 || Estimated Time: 2 days, 14:35:18
2023-07-24 20:59:35,796 semantic_segmentation INFO: Iters: 21030/150000 || Lr: 0.017458 || Task Loss: 0.6592 || KD Loss: 0.2455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:18 || Estimated Time: 2 days, 14:34:59
2023-07-24 20:59:53,058 semantic_segmentation INFO: Iters: 21040/150000 || Lr: 0.017457 || Task Loss: 0.9579 || KD Loss: 0.3582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:35 || Estimated Time: 2 days, 14:34:40
2023-07-24 21:00:10,314 semantic_segmentation INFO: Iters: 21050/150000 || Lr: 0.017455 || Task Loss: 1.4087 || KD Loss: 0.5621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:52 || Estimated Time: 2 days, 14:34:21
2023-07-24 21:00:27,742 semantic_segmentation INFO: Iters: 21060/150000 || Lr: 0.017454 || Task Loss: 1.2013 || KD Loss: 0.6341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:10 || Estimated Time: 2 days, 14:34:03
2023-07-24 21:00:45,015 semantic_segmentation INFO: Iters: 21070/150000 || Lr: 0.017453 || Task Loss: 0.8007 || KD Loss: 0.2489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:27 || Estimated Time: 2 days, 14:33:45
2023-07-24 21:01:02,285 semantic_segmentation INFO: Iters: 21080/150000 || Lr: 0.017452 || Task Loss: 0.7496 || KD Loss: 0.3179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:44 || Estimated Time: 2 days, 14:33:26
2023-07-24 21:01:20,000 semantic_segmentation INFO: Iters: 21090/150000 || Lr: 0.017451 || Task Loss: 0.8358 || KD Loss: 0.2885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:02 || Estimated Time: 2 days, 14:33:10
2023-07-24 21:01:37,252 semantic_segmentation INFO: Iters: 21100/150000 || Lr: 0.017449 || Task Loss: 0.9807 || KD Loss: 0.4033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:19 || Estimated Time: 2 days, 14:32:51
2023-07-24 21:01:54,482 semantic_segmentation INFO: Iters: 21110/150000 || Lr: 0.017448 || Task Loss: 0.9111 || KD Loss: 0.3762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:36 || Estimated Time: 2 days, 14:32:32
2023-07-24 21:02:11,696 semantic_segmentation INFO: Iters: 21120/150000 || Lr: 0.017447 || Task Loss: 0.8107 || KD Loss: 0.3152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:53 || Estimated Time: 2 days, 14:32:14
2023-07-24 21:02:28,983 semantic_segmentation INFO: Iters: 21130/150000 || Lr: 0.017446 || Task Loss: 1.0088 || KD Loss: 0.4798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:11 || Estimated Time: 2 days, 14:31:55
2023-07-24 21:02:46,262 semantic_segmentation INFO: Iters: 21140/150000 || Lr: 0.017444 || Task Loss: 0.7813 || KD Loss: 0.3627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:28 || Estimated Time: 2 days, 14:31:36
2023-07-24 21:03:03,847 semantic_segmentation INFO: Iters: 21150/150000 || Lr: 0.017443 || Task Loss: 0.9711 || KD Loss: 0.2834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:46 || Estimated Time: 2 days, 14:31:19
2023-07-24 21:03:21,372 semantic_segmentation INFO: Iters: 21160/150000 || Lr: 0.017442 || Task Loss: 0.9879 || KD Loss: 0.4615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:03 || Estimated Time: 2 days, 14:31:02
2023-07-24 21:03:38,527 semantic_segmentation INFO: Iters: 21170/150000 || Lr: 0.017441 || Task Loss: 1.0333 || KD Loss: 0.3609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:20 || Estimated Time: 2 days, 14:30:43
2023-07-24 21:03:55,746 semantic_segmentation INFO: Iters: 21180/150000 || Lr: 0.017440 || Task Loss: 0.7404 || KD Loss: 0.2822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:38 || Estimated Time: 2 days, 14:30:24
2023-07-24 21:04:12,998 semantic_segmentation INFO: Iters: 21190/150000 || Lr: 0.017438 || Task Loss: 0.8539 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:55 || Estimated Time: 2 days, 14:30:05
2023-07-24 21:04:30,219 semantic_segmentation INFO: Iters: 21200/150000 || Lr: 0.017437 || Task Loss: 1.0739 || KD Loss: 0.4580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:12 || Estimated Time: 2 days, 14:29:46
2023-07-24 21:04:47,332 semantic_segmentation INFO: Iters: 21210/150000 || Lr: 0.017436 || Task Loss: 0.7505 || KD Loss: 0.2383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:29 || Estimated Time: 2 days, 14:29:27
2023-07-24 21:05:04,914 semantic_segmentation INFO: Iters: 21220/150000 || Lr: 0.017435 || Task Loss: 0.7839 || KD Loss: 0.2435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:47 || Estimated Time: 2 days, 14:29:10
2023-07-24 21:05:22,155 semantic_segmentation INFO: Iters: 21230/150000 || Lr: 0.017433 || Task Loss: 0.7276 || KD Loss: 0.2710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:04 || Estimated Time: 2 days, 14:28:51
2023-07-24 21:05:39,395 semantic_segmentation INFO: Iters: 21240/150000 || Lr: 0.017432 || Task Loss: 1.1366 || KD Loss: 0.4518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:21 || Estimated Time: 2 days, 14:28:32
2023-07-24 21:05:56,547 semantic_segmentation INFO: Iters: 21250/150000 || Lr: 0.017431 || Task Loss: 1.2996 || KD Loss: 0.5573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:38 || Estimated Time: 2 days, 14:28:13
2023-07-24 21:06:14,070 semantic_segmentation INFO: Iters: 21260/150000 || Lr: 0.017430 || Task Loss: 0.8821 || KD Loss: 0.3088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:56 || Estimated Time: 2 days, 14:27:55
2023-07-24 21:06:31,562 semantic_segmentation INFO: Iters: 21270/150000 || Lr: 0.017429 || Task Loss: 1.0069 || KD Loss: 0.4294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:13 || Estimated Time: 2 days, 14:27:38
2023-07-24 21:06:48,750 semantic_segmentation INFO: Iters: 21280/150000 || Lr: 0.017427 || Task Loss: 0.8503 || KD Loss: 0.2941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:31 || Estimated Time: 2 days, 14:27:19
2023-07-24 21:07:05,962 semantic_segmentation INFO: Iters: 21290/150000 || Lr: 0.017426 || Task Loss: 0.6627 || KD Loss: 0.1911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:48 || Estimated Time: 2 days, 14:27:00
2023-07-24 21:07:23,174 semantic_segmentation INFO: Iters: 21300/150000 || Lr: 0.017425 || Task Loss: 0.8080 || KD Loss: 0.2354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:05 || Estimated Time: 2 days, 14:26:41
2023-07-24 21:07:40,451 semantic_segmentation INFO: Iters: 21310/150000 || Lr: 0.017424 || Task Loss: 0.9508 || KD Loss: 0.3851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:22 || Estimated Time: 2 days, 14:26:22
2023-07-24 21:07:57,993 semantic_segmentation INFO: Iters: 21320/150000 || Lr: 0.017423 || Task Loss: 0.8798 || KD Loss: 0.2986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:40 || Estimated Time: 2 days, 14:26:05
2023-07-24 21:08:15,280 semantic_segmentation INFO: Iters: 21330/150000 || Lr: 0.017421 || Task Loss: 1.3485 || KD Loss: 0.5151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:57 || Estimated Time: 2 days, 14:25:47
2023-07-24 21:08:32,591 semantic_segmentation INFO: Iters: 21340/150000 || Lr: 0.017420 || Task Loss: 0.6180 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:14 || Estimated Time: 2 days, 14:25:28
2023-07-24 21:08:49,820 semantic_segmentation INFO: Iters: 21350/150000 || Lr: 0.017419 || Task Loss: 0.9323 || KD Loss: 0.3075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:32 || Estimated Time: 2 days, 14:25:09
2023-07-24 21:09:07,016 semantic_segmentation INFO: Iters: 21360/150000 || Lr: 0.017418 || Task Loss: 1.1078 || KD Loss: 0.4583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:49 || Estimated Time: 2 days, 14:24:51
2023-07-24 21:09:24,604 semantic_segmentation INFO: Iters: 21370/150000 || Lr: 0.017416 || Task Loss: 0.9026 || KD Loss: 0.3181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:06 || Estimated Time: 2 days, 14:24:34
2023-07-24 21:09:41,796 semantic_segmentation INFO: Iters: 21380/150000 || Lr: 0.017415 || Task Loss: 0.7692 || KD Loss: 0.2439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:24 || Estimated Time: 2 days, 14:24:14
2023-07-24 21:09:58,924 semantic_segmentation INFO: Iters: 21390/150000 || Lr: 0.017414 || Task Loss: 0.8979 || KD Loss: 0.3754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:41 || Estimated Time: 2 days, 14:23:55
2023-07-24 21:10:16,133 semantic_segmentation INFO: Iters: 21400/150000 || Lr: 0.017413 || Task Loss: 1.0142 || KD Loss: 0.4608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:58 || Estimated Time: 2 days, 14:23:36
2023-07-24 21:10:33,335 semantic_segmentation INFO: Iters: 21410/150000 || Lr: 0.017412 || Task Loss: 0.9884 || KD Loss: 0.3764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:15 || Estimated Time: 2 days, 14:23:17
2023-07-24 21:10:50,636 semantic_segmentation INFO: Iters: 21420/150000 || Lr: 0.017410 || Task Loss: 0.9046 || KD Loss: 0.4134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:32 || Estimated Time: 2 days, 14:22:59
2023-07-24 21:11:08,043 semantic_segmentation INFO: Iters: 21430/150000 || Lr: 0.017409 || Task Loss: 0.8657 || KD Loss: 0.3534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:50 || Estimated Time: 2 days, 14:22:41
2023-07-24 21:11:25,525 semantic_segmentation INFO: Iters: 21440/150000 || Lr: 0.017408 || Task Loss: 1.1770 || KD Loss: 0.4562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:07 || Estimated Time: 2 days, 14:22:23
2023-07-24 21:11:42,720 semantic_segmentation INFO: Iters: 21450/150000 || Lr: 0.017407 || Task Loss: 0.8219 || KD Loss: 0.3685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:25 || Estimated Time: 2 days, 14:22:04
2023-07-24 21:11:59,834 semantic_segmentation INFO: Iters: 21460/150000 || Lr: 0.017405 || Task Loss: 0.8994 || KD Loss: 0.3988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:42 || Estimated Time: 2 days, 14:21:45
2023-07-24 21:12:17,013 semantic_segmentation INFO: Iters: 21470/150000 || Lr: 0.017404 || Task Loss: 0.7791 || KD Loss: 0.3183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:59 || Estimated Time: 2 days, 14:21:25
2023-07-24 21:12:34,484 semantic_segmentation INFO: Iters: 21480/150000 || Lr: 0.017403 || Task Loss: 1.0318 || KD Loss: 0.3869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:16 || Estimated Time: 2 days, 14:21:08
2023-07-24 21:12:51,547 semantic_segmentation INFO: Iters: 21490/150000 || Lr: 0.017402 || Task Loss: 1.0412 || KD Loss: 0.3713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:33 || Estimated Time: 2 days, 14:20:48
2023-07-24 21:13:08,684 semantic_segmentation INFO: Iters: 21500/150000 || Lr: 0.017401 || Task Loss: 0.8498 || KD Loss: 0.3856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:50 || Estimated Time: 2 days, 14:20:29
2023-07-24 21:13:25,953 semantic_segmentation INFO: Iters: 21510/150000 || Lr: 0.017399 || Task Loss: 0.8711 || KD Loss: 0.2958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:08 || Estimated Time: 2 days, 14:20:10
2023-07-24 21:13:43,151 semantic_segmentation INFO: Iters: 21520/150000 || Lr: 0.017398 || Task Loss: 0.8695 || KD Loss: 0.3070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:25 || Estimated Time: 2 days, 14:19:51
2023-07-24 21:14:00,286 semantic_segmentation INFO: Iters: 21530/150000 || Lr: 0.017397 || Task Loss: 0.9920 || KD Loss: 0.4906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:42 || Estimated Time: 2 days, 14:19:32
2023-07-24 21:14:17,773 semantic_segmentation INFO: Iters: 21540/150000 || Lr: 0.017396 || Task Loss: 0.8542 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:00 || Estimated Time: 2 days, 14:19:14
2023-07-24 21:14:34,968 semantic_segmentation INFO: Iters: 21550/150000 || Lr: 0.017394 || Task Loss: 0.8468 || KD Loss: 0.2482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:17 || Estimated Time: 2 days, 14:18:55
2023-07-24 21:14:52,379 semantic_segmentation INFO: Iters: 21560/150000 || Lr: 0.017393 || Task Loss: 0.7851 || KD Loss: 0.2933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:34 || Estimated Time: 2 days, 14:18:37
2023-07-24 21:15:09,507 semantic_segmentation INFO: Iters: 21570/150000 || Lr: 0.017392 || Task Loss: 0.9368 || KD Loss: 0.3876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2488|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:51 || Estimated Time: 2 days, 14:18:18
2023-07-24 21:15:26,797 semantic_segmentation INFO: Iters: 21580/150000 || Lr: 0.017391 || Task Loss: 0.7756 || KD Loss: 0.3250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:09 || Estimated Time: 2 days, 14:17:59
2023-07-24 21:15:44,505 semantic_segmentation INFO: Iters: 21590/150000 || Lr: 0.017390 || Task Loss: 1.7840 || KD Loss: 0.7300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:26 || Estimated Time: 2 days, 14:17:43
2023-07-24 21:16:01,907 semantic_segmentation INFO: Iters: 21600/150000 || Lr: 0.017388 || Task Loss: 0.7948 || KD Loss: 0.2504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:44 || Estimated Time: 2 days, 14:17:25
2023-07-24 21:16:02,030 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 21:16:02,425 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.088
2023-07-24 21:16:02,441 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.940, mIoU: 0.127
2023-07-24 21:16:02,454 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.938, mIoU: 0.127
2023-07-24 21:16:02,468 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.922, mIoU: 0.127
2023-07-24 21:16:02,483 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.880, mIoU: 0.172
2023-07-24 21:16:02,496 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.885, mIoU: 0.214
2023-07-24 21:16:02,511 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.875, mIoU: 0.238
2023-07-24 21:16:02,526 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.864, mIoU: 0.251
2023-07-24 21:16:02,539 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.869, mIoU: 0.272
2023-07-24 21:16:02,554 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.863, mIoU: 0.272
2023-07-24 21:16:02,568 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.854, mIoU: 0.285
2023-07-24 21:16:02,585 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.862, mIoU: 0.286
2023-07-24 21:16:02,598 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.828, mIoU: 0.282
2023-07-24 21:16:02,612 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.823, mIoU: 0.261
2023-07-24 21:16:02,627 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.825, mIoU: 0.260
2023-07-24 21:16:02,640 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.824, mIoU: 0.258
2023-07-24 21:16:02,651 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.820, mIoU: 0.252
2023-07-24 21:16:02,664 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.816, mIoU: 0.246
2023-07-24 21:16:02,679 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.822, mIoU: 0.242
2023-07-24 21:16:02,695 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.825, mIoU: 0.283
2023-07-24 21:16:02,710 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.828, mIoU: 0.280
2023-07-24 21:16:02,726 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.832, mIoU: 0.282
2023-07-24 21:16:02,741 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.826, mIoU: 0.301
2023-07-24 21:16:02,758 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.828, mIoU: 0.294
2023-07-24 21:16:02,774 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.827, mIoU: 0.297
2023-07-24 21:16:02,788 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.828, mIoU: 0.302
2023-07-24 21:16:02,803 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.831, mIoU: 0.301
2023-07-24 21:16:02,815 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.813, mIoU: 0.284
2023-07-24 21:16:02,831 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.812, mIoU: 0.279
2023-07-24 21:16:02,846 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.819, mIoU: 0.279
2023-07-24 21:16:02,860 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.816, mIoU: 0.268
2023-07-24 21:16:02,876 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.820, mIoU: 0.270
2023-07-24 21:16:02,891 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.822, mIoU: 0.268
2023-07-24 21:16:02,907 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.825, mIoU: 0.266
2023-07-24 21:16:02,922 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.829, mIoU: 0.281
2023-07-24 21:16:02,937 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.833, mIoU: 0.282
2023-07-24 21:16:02,950 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.836, mIoU: 0.285
2023-07-24 21:16:02,963 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.840, mIoU: 0.322
2023-07-24 21:16:02,980 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.837, mIoU: 0.317
2023-07-24 21:16:02,993 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.838, mIoU: 0.317
2023-07-24 21:16:03,006 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.838, mIoU: 0.341
2023-07-24 21:16:03,021 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.842, mIoU: 0.341
2023-07-24 21:16:03,036 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.840, mIoU: 0.340
2023-07-24 21:16:03,049 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.843, mIoU: 0.341
2023-07-24 21:16:03,065 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.843, mIoU: 0.345
2023-07-24 21:16:03,080 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.844, mIoU: 0.345
2023-07-24 21:16:03,094 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.842, mIoU: 0.344
2023-07-24 21:16:03,107 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.844, mIoU: 0.345
2023-07-24 21:16:03,121 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.846, mIoU: 0.351
2023-07-24 21:16:03,138 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.846, mIoU: 0.349
2023-07-24 21:16:03,153 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.845, mIoU: 0.345
2023-07-24 21:16:03,168 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.848, mIoU: 0.345
2023-07-24 21:16:03,182 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.850, mIoU: 0.344
2023-07-24 21:16:03,197 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.850, mIoU: 0.343
2023-07-24 21:16:03,212 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.851, mIoU: 0.350
2023-07-24 21:16:03,226 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.849, mIoU: 0.349
2023-07-24 21:16:03,241 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.850, mIoU: 0.348
2023-07-24 21:16:03,259 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.853, mIoU: 0.347
2023-07-24 21:16:03,272 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.853, mIoU: 0.346
2023-07-24 21:16:03,287 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.844, mIoU: 0.347
2023-07-24 21:16:03,301 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.841, mIoU: 0.344
2023-07-24 21:16:03,316 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.842, mIoU: 0.342
2023-07-24 21:16:03,329 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.844, mIoU: 0.342
2023-07-24 21:16:03,347 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.846, mIoU: 0.352
2023-07-24 21:16:03,360 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.847, mIoU: 0.331
2023-07-24 21:16:03,375 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.848, mIoU: 0.331
2023-07-24 21:16:03,390 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.849, mIoU: 0.331
2023-07-24 21:16:03,403 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.849, mIoU: 0.337
2023-07-24 21:16:03,418 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.851, mIoU: 0.339
2023-07-24 21:16:03,433 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.847, mIoU: 0.337
2023-07-24 21:16:03,448 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.847, mIoU: 0.353
2023-07-24 21:16:03,462 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.849, mIoU: 0.354
2023-07-24 21:16:03,477 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.849, mIoU: 0.348
2023-07-24 21:16:03,492 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.850, mIoU: 0.347
2023-07-24 21:16:03,506 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.851, mIoU: 0.368
2023-07-24 21:16:03,521 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.848, mIoU: 0.361
2023-07-24 21:16:03,536 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.842, mIoU: 0.355
2023-07-24 21:16:03,545 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.841, mIoU: 0.354
2023-07-24 21:16:03,561 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.840, mIoU: 0.370
2023-07-24 21:16:03,577 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.841, mIoU: 0.375
2023-07-24 21:16:03,591 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.833, mIoU: 0.363
2023-07-24 21:16:03,606 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.830, mIoU: 0.356
2023-07-24 21:16:03,621 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.830, mIoU: 0.355
2023-07-24 21:16:03,636 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.827, mIoU: 0.346
2023-07-24 21:16:03,652 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.826, mIoU: 0.341
2023-07-24 21:16:03,667 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.827, mIoU: 0.343
2023-07-24 21:16:03,682 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 21:16:03,698 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 21:16:03,712 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 21:16:03,726 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 21:16:03,741 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.828, mIoU: 0.344
2023-07-24 21:16:03,756 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 21:16:03,771 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.830, mIoU: 0.348
2023-07-24 21:16:03,786 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.825, mIoU: 0.345
2023-07-24 21:16:03,802 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.823, mIoU: 0.343
2023-07-24 21:16:03,817 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.824, mIoU: 0.344
2023-07-24 21:16:03,830 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.825, mIoU: 0.345
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2023-07-24 21:16:07,360 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.826, mIoU: 0.342
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2023-07-24 21:16:07,547 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.828, mIoU: 0.343
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2023-07-24 21:16:08,123 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.828, mIoU: 0.339
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2023-07-24 21:16:08,194 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.830, mIoU: 0.340
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2023-07-24 21:16:08,224 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.831, mIoU: 0.340
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2023-07-24 21:16:08,311 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.832, mIoU: 0.339
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2023-07-24 21:16:08,895 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 21:16:08,911 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.831, mIoU: 0.341
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2023-07-24 21:16:09,139 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.833, mIoU: 0.344
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2023-07-24 21:16:09,468 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.836, mIoU: 0.355
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2023-07-24 21:16:09,526 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.836, mIoU: 0.357
2023-07-24 21:16:09,541 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.836, mIoU: 0.358
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2023-07-24 21:16:09,731 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.838, mIoU: 0.358
2023-07-24 21:16:09,745 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.837, mIoU: 0.358
2023-07-24 21:16:09,758 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 21:16:09,773 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 21:16:09,789 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.838, mIoU: 0.358
2023-07-24 21:16:09,804 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.838, mIoU: 0.358
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2023-07-24 21:16:09,835 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.838, mIoU: 0.361
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2023-07-24 21:16:09,867 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.837, mIoU: 0.359
2023-07-24 21:16:09,881 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.837, mIoU: 0.358
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2023-07-24 21:16:09,926 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.837, mIoU: 0.358
2023-07-24 21:16:09,942 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:09,957 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:09,971 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:09,986 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:10,001 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:10,013 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.837, mIoU: 0.365
2023-07-24 21:16:10,028 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 21:16:10,040 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.837, mIoU: 0.366
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2023-07-24 21:16:10,105 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.837, mIoU: 0.367
2023-07-24 21:16:10,120 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.838, mIoU: 0.367
2023-07-24 21:16:10,134 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 21:16:10,149 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 21:16:10,158 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 21:16:10,172 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,188 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.837, mIoU: 0.363
2023-07-24 21:16:10,203 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.837, mIoU: 0.363
2023-07-24 21:16:10,219 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,234 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.837, mIoU: 0.363
2023-07-24 21:16:10,247 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,261 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,276 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,291 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,306 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,319 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,332 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.837, mIoU: 0.362
2023-07-24 21:16:10,348 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.837, mIoU: 0.362
2023-07-24 21:16:10,362 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,378 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,391 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,406 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.837, mIoU: 0.362
2023-07-24 21:16:10,422 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.837, mIoU: 0.362
2023-07-24 21:16:10,437 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.837, mIoU: 0.362
2023-07-24 21:16:10,450 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.837, mIoU: 0.363
2023-07-24 21:16:10,466 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:10,481 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.837, mIoU: 0.361
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2023-07-24 21:16:10,509 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:10,524 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:10,538 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:10,553 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:10,567 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:10,582 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:10,598 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:10,615 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,626 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,641 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.837, mIoU: 0.361
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2023-07-24 21:16:10,686 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.837, mIoU: 0.364
2023-07-24 21:16:10,699 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.838, mIoU: 0.364
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2023-07-24 21:16:10,772 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.837, mIoU: 0.363
2023-07-24 21:16:10,786 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,801 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,816 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,831 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,846 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,860 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,873 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.838, mIoU: 0.364
2023-07-24 21:16:10,888 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,904 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,917 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:10,931 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:10,946 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:10,961 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:10,975 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:10,990 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,002 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,018 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,033 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,048 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,063 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.838, mIoU: 0.361
2023-07-24 21:16:11,079 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,091 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 21:16:11,106 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,121 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,136 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,150 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,165 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,179 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,195 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 21:16:11,210 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 21:16:11,226 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.839, mIoU: 0.360
2023-07-24 21:16:11,241 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 21:16:11,256 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 21:16:11,271 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 21:16:11,286 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.839, mIoU: 0.362
2023-07-24 21:16:11,299 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.839, mIoU: 0.361
2023-07-24 21:16:11,314 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,330 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,345 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,358 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,374 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,388 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,403 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,419 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 21:16:11,434 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.838, mIoU: 0.359
2023-07-24 21:16:11,450 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.837, mIoU: 0.359
2023-07-24 21:16:11,465 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.838, mIoU: 0.360
2023-07-24 21:16:11,480 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:11,494 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.838, mIoU: 0.362
2023-07-24 21:16:11,509 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:11,523 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:11,538 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.837, mIoU: 0.361
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2023-07-24 21:16:11,572 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:11,588 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:11,598 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:11,611 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.837, mIoU: 0.361
2023-07-24 21:16:11,627 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:11,641 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:11,656 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:11,669 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.837, mIoU: 0.360
2023-07-24 21:16:11,683 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.837, mIoU: 0.360
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2023-07-24 21:16:11,716 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.838, mIoU: 0.360
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2023-07-24 21:16:11,747 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.838, mIoU: 0.363
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2023-07-24 21:16:11,776 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.838, mIoU: 0.363
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2023-07-24 21:16:11,805 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.838, mIoU: 0.364
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2023-07-24 21:16:11,836 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.838, mIoU: 0.363
2023-07-24 21:16:11,852 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.838, mIoU: 0.365
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2023-07-24 21:16:12,393 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.839, mIoU: 0.370
2023-07-24 21:16:12,409 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.839, mIoU: 0.369
2023-07-24 21:16:12,420 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,434 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,448 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,460 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,475 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,491 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.840, mIoU: 0.369
2023-07-24 21:16:12,506 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.841, mIoU: 0.370
2023-07-24 21:16:12,521 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.841, mIoU: 0.369
2023-07-24 21:16:12,536 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.841, mIoU: 0.369
2023-07-24 21:16:12,551 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.841, mIoU: 0.370
2023-07-24 21:16:12,564 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.841, mIoU: 0.369
2023-07-24 21:16:12,580 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.841, mIoU: 0.370
2023-07-24 21:16:12,595 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.841, mIoU: 0.371
2023-07-24 21:16:12,612 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.842, mIoU: 0.371
2023-07-24 21:16:12,628 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,644 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.842, mIoU: 0.373
2023-07-24 21:16:12,660 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.842, mIoU: 0.373
2023-07-24 21:16:12,673 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,686 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,699 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,714 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,731 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,744 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,757 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.842, mIoU: 0.373
2023-07-24 21:16:12,772 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,786 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,801 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,816 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,831 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,844 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,859 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,873 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,887 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,903 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 21:16:12,917 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:12,933 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:12,947 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:12,963 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:12,979 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:12,992 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,005 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,021 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,037 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,053 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,068 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,080 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,093 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,108 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,121 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:13,136 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,153 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,166 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,181 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,194 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,209 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,224 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,237 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:13,250 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:13,265 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:13,280 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,294 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,309 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,325 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.844, mIoU: 0.370
2023-07-24 21:16:13,339 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.844, mIoU: 0.370
2023-07-24 21:16:13,353 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.844, mIoU: 0.370
2023-07-24 21:16:13,368 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,383 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,400 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,413 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,427 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,441 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,456 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,469 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,483 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:13,498 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,513 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,526 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,542 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,558 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.843, mIoU: 0.370
2023-07-24 21:16:13,573 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,588 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,601 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,613 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,627 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,641 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.843, mIoU: 0.371
2023-07-24 21:16:13,654 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,667 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:13,683 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,697 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,710 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:13,725 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:13,741 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:13,756 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:13,772 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:13,785 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:13,799 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:13,814 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:13,829 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:13,844 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:13,859 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:13,872 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:13,885 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:13,897 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:13,913 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:13,928 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:13,943 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:13,957 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:13,968 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:13,982 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:13,997 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:14,012 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:14,024 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:14,039 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:14,052 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:14,068 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:14,081 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:14,096 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:14,109 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:14,124 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:14,140 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:14,153 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:14,169 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:14,184 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:14,199 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:14,213 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:14,228 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:14,243 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:14,258 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:14,272 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:14,287 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:14,302 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:14,315 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:14,329 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:14,342 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:14,358 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.845, mIoU: 0.380
2023-07-24 21:16:14,371 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:14,388 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:14,403 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,415 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,429 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,445 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:14,460 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:14,473 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,489 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,503 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:14,517 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,532 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:14,547 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:14,562 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,576 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,587 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,604 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:14,619 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:14,635 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:14,648 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:14,663 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:14,679 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:14,694 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:14,709 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:14,722 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:14,736 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,749 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,764 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,778 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,791 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:14,806 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,818 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,833 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,847 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,862 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,876 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,891 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,906 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:14,921 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,937 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,952 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,968 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,984 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:14,994 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:15,008 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:15,022 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:15,037 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:15,052 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,068 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,082 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,097 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,112 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,126 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,142 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,157 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,170 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:15,185 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:15,200 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,214 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,227 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,241 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,256 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,271 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,283 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,298 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,313 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,326 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,340 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,354 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,367 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,381 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,394 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.843, mIoU: 0.376
2023-07-24 21:16:15,408 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,423 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,438 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,452 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,467 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.843, mIoU: 0.375
2023-07-24 21:16:15,482 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:15,495 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:15,508 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:15,523 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,537 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,550 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,565 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:15,580 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,596 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,612 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,625 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,638 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,654 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,669 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:15,682 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,697 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,711 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,726 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,740 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,756 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,772 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,787 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,796 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:15,812 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 21:16:15,828 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,841 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,856 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,871 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,886 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.843, mIoU: 0.373
2023-07-24 21:16:15,899 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:15,914 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:15,929 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:15,945 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:15,960 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:15,975 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:15,992 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:16,008 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:16,021 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:16,037 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.844, mIoU: 0.371
2023-07-24 21:16:16,052 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:16,066 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 21:16:16,079 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,095 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,110 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,125 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,133 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,146 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.844, mIoU: 0.373
2023-07-24 21:16:16,159 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:16,171 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:16,182 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:16,197 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,212 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,226 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:16,238 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,251 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,265 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:16,276 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:16,291 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:16,303 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,318 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,333 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,349 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,364 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,376 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,389 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,404 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,420 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:16,435 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:16,450 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:16,463 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:16,474 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:16,485 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:16,498 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:16,509 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:16,525 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.845, mIoU: 0.379
2023-07-24 21:16:16,537 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,552 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,567 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,582 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,595 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,611 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,625 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,640 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,655 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,668 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.845, mIoU: 0.378
2023-07-24 21:16:16,682 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,697 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:16,712 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:16,724 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,738 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,753 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,766 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,783 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:16,797 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,812 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,828 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:16,846 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,862 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:16,876 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,892 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,907 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,923 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,937 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,950 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.845, mIoU: 0.375
2023-07-24 21:16:16,963 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:16,978 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:16,992 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,007 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,021 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,036 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.845, mIoU: 0.377
2023-07-24 21:16:17,051 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.846, mIoU: 0.377
2023-07-24 21:16:17,065 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,079 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,091 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,106 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,115 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,128 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,142 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.845, mIoU: 0.376
2023-07-24 21:16:17,154 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,169 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,184 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,200 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,216 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,232 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,247 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:17,263 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:17,276 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:17,291 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,305 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.843, mIoU: 0.374
2023-07-24 21:16:17,320 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:17,336 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:17,349 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,364 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:17,377 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.844, mIoU: 0.374
2023-07-24 21:16:17,392 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,407 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,422 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,437 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,452 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,464 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,477 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.844, mIoU: 0.375
2023-07-24 21:16:17,492 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,504 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,517 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.844, mIoU: 0.376
2023-07-24 21:16:17,532 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,547 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,562 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,574 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,587 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,602 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:17,617 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,633 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,646 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,659 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.844, mIoU: 0.377
2023-07-24 21:16:17,673 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,688 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,704 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,719 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,733 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,748 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,762 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,777 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,793 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,808 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,823 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,838 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,851 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 21:16:17,867 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,883 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,899 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,912 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:17,927 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:17,942 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:17,959 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:17,972 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:17,987 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,001 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,016 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,031 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,046 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,061 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,074 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,089 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,105 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,118 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,132 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,145 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,154 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,169 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,185 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,198 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,214 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:18,230 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,243 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:18,257 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,273 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,289 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,304 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,322 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,337 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,354 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,369 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,382 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,397 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,412 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,427 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,439 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,452 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,467 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:18,482 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.842, mIoU: 0.376
2023-07-24 21:16:18,496 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,511 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,524 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,539 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,552 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,565 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,581 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,597 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,613 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:18,628 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,642 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,657 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,673 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,688 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,703 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 21:16:18,717 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:18,733 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:18,746 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-24 21:16:18,760 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,773 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,787 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,802 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,817 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,832 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,842 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-24 21:16:18,855 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,871 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,887 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,899 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,914 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 21:16:18,930 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:18,944 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.844, mIoU: 0.380
2023-07-24 21:16:18,957 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.844, mIoU: 0.380
2023-07-24 21:16:18,971 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.843, mIoU: 0.380
2023-07-24 21:16:18,986 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.844, mIoU: 0.380
2023-07-24 21:16:18,999 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,013 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.843, mIoU: 0.380
2023-07-24 21:16:19,027 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,040 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,054 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.844, mIoU: 0.379
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2023-07-24 21:16:19,083 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.843, mIoU: 0.380
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2023-07-24 21:16:19,110 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.843, mIoU: 0.379
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2023-07-24 21:16:19,140 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,151 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.843, mIoU: 0.377
2023-07-24 21:16:19,166 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.843, mIoU: 0.378
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2023-07-24 21:16:19,195 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,210 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,223 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,237 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 21:16:19,252 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.842, mIoU: 0.379
2023-07-24 21:16:19,268 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.842, mIoU: 0.379
2023-07-24 21:16:19,283 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,296 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.842, mIoU: 0.379
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2023-07-24 21:16:19,354 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,370 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,386 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,401 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.843, mIoU: 0.380
2023-07-24 21:16:19,416 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,429 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.842, mIoU: 0.379
2023-07-24 21:16:19,444 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,458 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,471 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,486 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,500 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,515 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,530 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,546 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,560 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.842, mIoU: 0.381
2023-07-24 21:16:19,573 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 21:16:19,588 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,601 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.841, mIoU: 0.380
2023-07-24 21:16:19,615 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,631 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 21:16:19,647 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,660 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,675 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 21:16:19,687 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 21:16:19,702 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 21:16:19,718 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,734 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 21:16:19,747 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.841, mIoU: 0.378
2023-07-24 21:16:19,763 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,779 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,795 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,807 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,822 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,837 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,848 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,863 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,879 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,894 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,907 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,920 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,935 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.841, mIoU: 0.379
2023-07-24 21:16:19,949 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:19,963 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:19,976 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:19,991 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,004 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,017 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,033 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,048 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,064 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.840, mIoU: 0.378
2023-07-24 21:16:20,079 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.839, mIoU: 0.377
2023-07-24 21:16:20,096 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,109 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.840, mIoU: 0.377
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2023-07-24 21:16:20,139 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,155 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.839, mIoU: 0.377
2023-07-24 21:16:20,170 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.839, mIoU: 0.377
2023-07-24 21:16:20,184 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.839, mIoU: 0.377
2023-07-24 21:16:20,197 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.839, mIoU: 0.377
2023-07-24 21:16:20,213 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,228 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,243 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,256 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,269 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.840, mIoU: 0.377
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2023-07-24 21:16:20,299 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,312 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,325 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.839, mIoU: 0.376
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2023-07-24 21:16:20,354 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,369 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.840, mIoU: 0.376
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2023-07-24 21:16:20,398 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.840, mIoU: 0.376
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2023-07-24 21:16:20,441 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,456 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,470 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.840, mIoU: 0.376
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2023-07-24 21:16:20,531 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,547 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,562 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,577 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.840, mIoU: 0.376
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2023-07-24 21:16:20,607 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,622 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.839, mIoU: 0.376
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2023-07-24 21:16:20,651 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,666 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.839, mIoU: 0.375
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2023-07-24 21:16:20,693 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.839, mIoU: 0.375
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2023-07-24 21:16:20,720 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,735 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,749 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,763 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,778 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.839, mIoU: 0.375
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2023-07-24 21:16:20,806 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:20,821 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,835 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,850 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,863 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,876 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,890 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,903 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:20,917 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,932 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,947 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,961 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:20,973 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:20,989 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,001 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,015 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,030 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,046 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.839, mIoU: 0.376
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2023-07-24 21:16:21,075 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,088 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,103 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,118 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,131 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,147 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,162 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,177 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,190 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,205 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,220 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,234 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,249 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,262 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,277 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,292 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,307 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,323 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,335 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,350 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,366 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,381 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,396 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,411 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,426 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,441 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,451 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,465 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,478 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,491 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,507 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.839, mIoU: 0.376
2023-07-24 21:16:21,522 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,536 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,548 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,560 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.840, mIoU: 0.375
2023-07-24 21:16:21,574 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,588 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,602 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,616 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,631 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,643 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,658 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,673 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:21,687 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:21,701 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:21,717 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.840, mIoU: 0.377
2023-07-24 21:16:21,730 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,745 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,758 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,774 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,789 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,804 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,819 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,832 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,845 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.840, mIoU: 0.376
2023-07-24 21:16:21,859 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.840, mIoU: 0.375
2023-07-24 21:16:21,874 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,889 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,902 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,915 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,930 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,945 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,960 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,973 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:21,989 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,005 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,021 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,036 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,051 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,059 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,074 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,087 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,100 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-24 21:16:22,115 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,130 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,144 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,160 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,176 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,191 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,206 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,219 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.838, mIoU: 0.373
2023-07-24 21:16:22,234 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.838, mIoU: 0.373
2023-07-24 21:16:22,250 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,265 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,281 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,296 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,313 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,326 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,341 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,356 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,371 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,384 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,398 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,413 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,429 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,444 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,459 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,474 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,488 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,504 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,517 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,531 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,544 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,559 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,574 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,589 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,603 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,616 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,631 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.839, mIoU: 0.373
2023-07-24 21:16:22,645 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,660 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,675 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,690 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.839, mIoU: 0.374
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2023-07-24 21:16:22,721 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,735 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:22,750 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,764 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,780 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,795 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,811 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,826 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,841 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,856 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,866 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,881 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:22,893 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:22,908 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:22,922 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,937 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,951 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,962 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,972 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:22,988 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,002 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,017 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,029 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,044 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,058 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,071 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,086 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,100 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.840, mIoU: 0.373
2023-07-24 21:16:23,114 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,129 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,142 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,156 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,171 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,186 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,198 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,213 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,228 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.841, mIoU: 0.374
2023-07-24 21:16:23,242 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,257 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,270 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,285 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,299 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-24 21:16:23,316 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.839, mIoU: 0.374
2023-07-24 21:16:40,255 semantic_segmentation INFO: Iters: 21610/150000 || Lr: 0.017387 || Task Loss: 0.8764 || KD Loss: 0.3466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:22 || Estimated Time: 2 days, 14:19:12
2023-07-24 21:16:57,240 semantic_segmentation INFO: Iters: 21620/150000 || Lr: 0.017386 || Task Loss: 1.2416 || KD Loss: 0.5281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:39 || Estimated Time: 2 days, 14:18:52
2023-07-24 21:17:14,437 semantic_segmentation INFO: Iters: 21630/150000 || Lr: 0.017385 || Task Loss: 0.8688 || KD Loss: 0.3079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:56 || Estimated Time: 2 days, 14:18:33
2023-07-24 21:17:31,717 semantic_segmentation INFO: Iters: 21640/150000 || Lr: 0.017384 || Task Loss: 0.9785 || KD Loss: 0.3647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:13 || Estimated Time: 2 days, 14:18:14
2023-07-24 21:17:49,043 semantic_segmentation INFO: Iters: 21650/150000 || Lr: 0.017382 || Task Loss: 0.8337 || KD Loss: 0.3283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:31 || Estimated Time: 2 days, 14:17:56
2023-07-24 21:18:06,307 semantic_segmentation INFO: Iters: 21660/150000 || Lr: 0.017381 || Task Loss: 0.7632 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:48 || Estimated Time: 2 days, 14:17:37
2023-07-24 21:18:23,527 semantic_segmentation INFO: Iters: 21670/150000 || Lr: 0.017380 || Task Loss: 0.6799 || KD Loss: 0.3063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:05 || Estimated Time: 2 days, 14:17:18
2023-07-24 21:18:40,636 semantic_segmentation INFO: Iters: 21680/150000 || Lr: 0.017379 || Task Loss: 0.9195 || KD Loss: 0.3909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:22 || Estimated Time: 2 days, 14:16:58
2023-07-24 21:18:58,056 semantic_segmentation INFO: Iters: 21690/150000 || Lr: 0.017377 || Task Loss: 0.9792 || KD Loss: 0.3581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:40 || Estimated Time: 2 days, 14:16:41
2023-07-24 21:19:15,399 semantic_segmentation INFO: Iters: 21700/150000 || Lr: 0.017376 || Task Loss: 0.7164 || KD Loss: 0.3529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:57 || Estimated Time: 2 days, 14:16:22
2023-07-24 21:19:32,537 semantic_segmentation INFO: Iters: 21710/150000 || Lr: 0.017375 || Task Loss: 1.4952 || KD Loss: 0.6257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:14 || Estimated Time: 2 days, 14:16:03
2023-07-24 21:19:49,673 semantic_segmentation INFO: Iters: 21720/150000 || Lr: 0.017374 || Task Loss: 1.0503 || KD Loss: 0.2957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:31 || Estimated Time: 2 days, 14:15:44
2023-07-24 21:20:06,847 semantic_segmentation INFO: Iters: 21730/150000 || Lr: 0.017373 || Task Loss: 0.8600 || KD Loss: 0.3708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:49 || Estimated Time: 2 days, 14:15:24
2023-07-24 21:20:23,973 semantic_segmentation INFO: Iters: 21740/150000 || Lr: 0.017371 || Task Loss: 0.9719 || KD Loss: 0.3797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:06 || Estimated Time: 2 days, 14:15:05
2023-07-24 21:20:41,070 semantic_segmentation INFO: Iters: 21750/150000 || Lr: 0.017370 || Task Loss: 1.0432 || KD Loss: 0.4491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:23 || Estimated Time: 2 days, 14:14:45
2023-07-24 21:20:58,231 semantic_segmentation INFO: Iters: 21760/150000 || Lr: 0.017369 || Task Loss: 0.9584 || KD Loss: 0.3378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:40 || Estimated Time: 2 days, 14:14:26
2023-07-24 21:21:15,286 semantic_segmentation INFO: Iters: 21770/150000 || Lr: 0.017368 || Task Loss: 0.9267 || KD Loss: 0.3778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:57 || Estimated Time: 2 days, 14:14:06
2023-07-24 21:21:32,466 semantic_segmentation INFO: Iters: 21780/150000 || Lr: 0.017366 || Task Loss: 0.8353 || KD Loss: 0.3631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:14 || Estimated Time: 2 days, 14:13:46
2023-07-24 21:21:49,636 semantic_segmentation INFO: Iters: 21790/150000 || Lr: 0.017365 || Task Loss: 0.7376 || KD Loss: 0.2608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:31 || Estimated Time: 2 days, 14:13:27
2023-07-24 21:22:06,943 semantic_segmentation INFO: Iters: 21800/150000 || Lr: 0.017364 || Task Loss: 0.7147 || KD Loss: 0.2871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:49 || Estimated Time: 2 days, 14:13:09
2023-07-24 21:22:24,048 semantic_segmentation INFO: Iters: 21810/150000 || Lr: 0.017363 || Task Loss: 0.6287 || KD Loss: 0.2311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:06 || Estimated Time: 2 days, 14:12:49
2023-07-24 21:22:41,173 semantic_segmentation INFO: Iters: 21820/150000 || Lr: 0.017362 || Task Loss: 0.7532 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:23 || Estimated Time: 2 days, 14:12:30
2023-07-24 21:22:58,823 semantic_segmentation INFO: Iters: 21830/150000 || Lr: 0.017360 || Task Loss: 1.0725 || KD Loss: 0.4363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:41 || Estimated Time: 2 days, 14:12:13
2023-07-24 21:23:15,833 semantic_segmentation INFO: Iters: 21840/150000 || Lr: 0.017359 || Task Loss: 0.8339 || KD Loss: 0.3164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:58 || Estimated Time: 2 days, 14:11:53
2023-07-24 21:23:32,890 semantic_segmentation INFO: Iters: 21850/150000 || Lr: 0.017358 || Task Loss: 0.8022 || KD Loss: 0.3360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:15 || Estimated Time: 2 days, 14:11:33
2023-07-24 21:23:50,077 semantic_segmentation INFO: Iters: 21860/150000 || Lr: 0.017357 || Task Loss: 1.2146 || KD Loss: 0.3921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:32 || Estimated Time: 2 days, 14:11:14
2023-07-24 21:24:07,219 semantic_segmentation INFO: Iters: 21870/150000 || Lr: 0.017355 || Task Loss: 0.8024 || KD Loss: 0.3348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:49 || Estimated Time: 2 days, 14:10:55
2023-07-24 21:24:24,316 semantic_segmentation INFO: Iters: 21880/150000 || Lr: 0.017354 || Task Loss: 0.9188 || KD Loss: 0.3866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:06 || Estimated Time: 2 days, 14:10:35
2023-07-24 21:24:42,049 semantic_segmentation INFO: Iters: 21890/150000 || Lr: 0.017353 || Task Loss: 0.9460 || KD Loss: 0.3195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2432|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:24 || Estimated Time: 2 days, 14:10:19
2023-07-24 21:24:58,992 semantic_segmentation INFO: Iters: 21900/150000 || Lr: 0.017352 || Task Loss: 0.7215 || KD Loss: 0.2464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:41 || Estimated Time: 2 days, 14:09:59
2023-07-24 21:25:16,001 semantic_segmentation INFO: Iters: 21910/150000 || Lr: 0.017351 || Task Loss: 0.8744 || KD Loss: 0.3196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:58 || Estimated Time: 2 days, 14:09:38
2023-07-24 21:25:33,109 semantic_segmentation INFO: Iters: 21920/150000 || Lr: 0.017349 || Task Loss: 0.9941 || KD Loss: 0.4062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:15 || Estimated Time: 2 days, 14:09:19
2023-07-24 21:25:50,286 semantic_segmentation INFO: Iters: 21930/150000 || Lr: 0.017348 || Task Loss: 0.4839 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:32 || Estimated Time: 2 days, 14:09:00
2023-07-24 21:26:07,338 semantic_segmentation INFO: Iters: 21940/150000 || Lr: 0.017347 || Task Loss: 1.0266 || KD Loss: 0.4540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:49 || Estimated Time: 2 days, 14:08:40
2023-07-24 21:26:24,610 semantic_segmentation INFO: Iters: 21950/150000 || Lr: 0.017346 || Task Loss: 1.0768 || KD Loss: 0.3991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:06 || Estimated Time: 2 days, 14:08:21
2023-07-24 21:26:41,903 semantic_segmentation INFO: Iters: 21960/150000 || Lr: 0.017345 || Task Loss: 0.9069 || KD Loss: 0.3046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:24 || Estimated Time: 2 days, 14:08:03
2023-07-24 21:26:59,423 semantic_segmentation INFO: Iters: 21970/150000 || Lr: 0.017343 || Task Loss: 1.7550 || KD Loss: 0.7809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:41 || Estimated Time: 2 days, 14:07:45
2023-07-24 21:27:16,637 semantic_segmentation INFO: Iters: 21980/150000 || Lr: 0.017342 || Task Loss: 0.8713 || KD Loss: 0.3630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:58 || Estimated Time: 2 days, 14:07:26
2023-07-24 21:27:34,380 semantic_segmentation INFO: Iters: 21990/150000 || Lr: 0.017341 || Task Loss: 0.9424 || KD Loss: 0.3820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:16 || Estimated Time: 2 days, 14:07:11
2023-07-24 21:27:51,567 semantic_segmentation INFO: Iters: 22000/150000 || Lr: 0.017340 || Task Loss: 1.0150 || KD Loss: 0.4471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:33 || Estimated Time: 2 days, 14:06:51
2023-07-24 21:28:08,779 semantic_segmentation INFO: Iters: 22010/150000 || Lr: 0.017338 || Task Loss: 0.9900 || KD Loss: 0.3905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:51 || Estimated Time: 2 days, 14:06:33
2023-07-24 21:28:26,261 semantic_segmentation INFO: Iters: 22020/150000 || Lr: 0.017337 || Task Loss: 0.8163 || KD Loss: 0.2733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:08 || Estimated Time: 2 days, 14:06:15
2023-07-24 21:28:43,463 semantic_segmentation INFO: Iters: 22030/150000 || Lr: 0.017336 || Task Loss: 0.9648 || KD Loss: 0.4118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:25 || Estimated Time: 2 days, 14:05:56
2023-07-24 21:29:00,596 semantic_segmentation INFO: Iters: 22040/150000 || Lr: 0.017335 || Task Loss: 0.9396 || KD Loss: 0.3390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:42 || Estimated Time: 2 days, 14:05:36
2023-07-24 21:29:17,874 semantic_segmentation INFO: Iters: 22050/150000 || Lr: 0.017334 || Task Loss: 0.6113 || KD Loss: 0.2264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:00 || Estimated Time: 2 days, 14:05:18
2023-07-24 21:29:35,321 semantic_segmentation INFO: Iters: 22060/150000 || Lr: 0.017332 || Task Loss: 0.7727 || KD Loss: 0.2439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:17 || Estimated Time: 2 days, 14:05:00
2023-07-24 21:29:52,512 semantic_segmentation INFO: Iters: 22070/150000 || Lr: 0.017331 || Task Loss: 0.8671 || KD Loss: 0.3305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:34 || Estimated Time: 2 days, 14:04:41
2023-07-24 21:30:09,852 semantic_segmentation INFO: Iters: 22080/150000 || Lr: 0.017330 || Task Loss: 0.9679 || KD Loss: 0.3623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:52 || Estimated Time: 2 days, 14:04:23
2023-07-24 21:30:27,208 semantic_segmentation INFO: Iters: 22090/150000 || Lr: 0.017329 || Task Loss: 0.8027 || KD Loss: 0.3589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:09 || Estimated Time: 2 days, 14:04:05
2023-07-24 21:30:44,412 semantic_segmentation INFO: Iters: 22100/150000 || Lr: 0.017327 || Task Loss: 0.6580 || KD Loss: 0.2811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:26 || Estimated Time: 2 days, 14:03:46
2023-07-24 21:31:01,851 semantic_segmentation INFO: Iters: 22110/150000 || Lr: 0.017326 || Task Loss: 0.9603 || KD Loss: 0.3687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:44 || Estimated Time: 2 days, 14:03:29
2023-07-24 21:31:19,054 semantic_segmentation INFO: Iters: 22120/150000 || Lr: 0.017325 || Task Loss: 0.6629 || KD Loss: 0.2478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:01 || Estimated Time: 2 days, 14:03:09
2023-07-24 21:31:36,394 semantic_segmentation INFO: Iters: 22130/150000 || Lr: 0.017324 || Task Loss: 1.0668 || KD Loss: 0.5053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:18 || Estimated Time: 2 days, 14:02:51
2023-07-24 21:31:53,685 semantic_segmentation INFO: Iters: 22140/150000 || Lr: 0.017323 || Task Loss: 0.8514 || KD Loss: 0.3236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:35 || Estimated Time: 2 days, 14:02:33
2023-07-24 21:32:11,160 semantic_segmentation INFO: Iters: 22150/150000 || Lr: 0.017321 || Task Loss: 0.7613 || KD Loss: 0.3288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:53 || Estimated Time: 2 days, 14:02:15
2023-07-24 21:32:28,452 semantic_segmentation INFO: Iters: 22160/150000 || Lr: 0.017320 || Task Loss: 1.5209 || KD Loss: 0.7611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:10 || Estimated Time: 2 days, 14:01:57
2023-07-24 21:32:45,774 semantic_segmentation INFO: Iters: 22170/150000 || Lr: 0.017319 || Task Loss: 1.0672 || KD Loss: 0.4484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:28 || Estimated Time: 2 days, 14:01:38
2023-07-24 21:33:03,376 semantic_segmentation INFO: Iters: 22180/150000 || Lr: 0.017318 || Task Loss: 0.7105 || KD Loss: 0.3239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:45 || Estimated Time: 2 days, 14:01:21
2023-07-24 21:33:20,691 semantic_segmentation INFO: Iters: 22190/150000 || Lr: 0.017316 || Task Loss: 1.1131 || KD Loss: 0.4728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:02 || Estimated Time: 2 days, 14:01:03
2023-07-24 21:33:37,976 semantic_segmentation INFO: Iters: 22200/150000 || Lr: 0.017315 || Task Loss: 0.9326 || KD Loss: 0.4227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:20 || Estimated Time: 2 days, 14:00:45
2023-07-24 21:33:55,281 semantic_segmentation INFO: Iters: 22210/150000 || Lr: 0.017314 || Task Loss: 0.8594 || KD Loss: 0.2528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:37 || Estimated Time: 2 days, 14:00:26
2023-07-24 21:34:12,932 semantic_segmentation INFO: Iters: 22220/150000 || Lr: 0.017313 || Task Loss: 0.9067 || KD Loss: 0.3550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:55 || Estimated Time: 2 days, 14:00:10
2023-07-24 21:34:30,206 semantic_segmentation INFO: Iters: 22230/150000 || Lr: 0.017312 || Task Loss: 0.9035 || KD Loss: 0.3788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:12 || Estimated Time: 2 days, 13:59:51
2023-07-24 21:34:47,492 semantic_segmentation INFO: Iters: 22240/150000 || Lr: 0.017310 || Task Loss: 1.0915 || KD Loss: 0.4409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:29 || Estimated Time: 2 days, 13:59:33
2023-07-24 21:35:04,920 semantic_segmentation INFO: Iters: 22250/150000 || Lr: 0.017309 || Task Loss: 0.8082 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:47 || Estimated Time: 2 days, 13:59:15
2023-07-24 21:35:22,233 semantic_segmentation INFO: Iters: 22260/150000 || Lr: 0.017308 || Task Loss: 1.2878 || KD Loss: 0.5576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:04 || Estimated Time: 2 days, 13:58:57
2023-07-24 21:35:39,561 semantic_segmentation INFO: Iters: 22270/150000 || Lr: 0.017307 || Task Loss: 0.8060 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:21 || Estimated Time: 2 days, 13:58:39
2023-07-24 21:35:56,939 semantic_segmentation INFO: Iters: 22280/150000 || Lr: 0.017305 || Task Loss: 0.8212 || KD Loss: 0.3243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:39 || Estimated Time: 2 days, 13:58:21
2023-07-24 21:36:14,192 semantic_segmentation INFO: Iters: 22290/150000 || Lr: 0.017304 || Task Loss: 0.8344 || KD Loss: 0.3760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:56 || Estimated Time: 2 days, 13:58:02
2023-07-24 21:36:31,568 semantic_segmentation INFO: Iters: 22300/150000 || Lr: 0.017303 || Task Loss: 0.8272 || KD Loss: 0.2879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:13 || Estimated Time: 2 days, 13:57:44
2023-07-24 21:36:48,891 semantic_segmentation INFO: Iters: 22310/150000 || Lr: 0.017302 || Task Loss: 1.1952 || KD Loss: 0.4358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:31 || Estimated Time: 2 days, 13:57:26
2023-07-24 21:37:06,283 semantic_segmentation INFO: Iters: 22320/150000 || Lr: 0.017301 || Task Loss: 1.0972 || KD Loss: 0.4095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:48 || Estimated Time: 2 days, 13:57:08
2023-07-24 21:37:23,675 semantic_segmentation INFO: Iters: 22330/150000 || Lr: 0.017299 || Task Loss: 0.7583 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:05 || Estimated Time: 2 days, 13:56:50
2023-07-24 21:37:40,990 semantic_segmentation INFO: Iters: 22340/150000 || Lr: 0.017298 || Task Loss: 0.7105 || KD Loss: 0.2477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:23 || Estimated Time: 2 days, 13:56:31
2023-07-24 21:37:58,215 semantic_segmentation INFO: Iters: 22350/150000 || Lr: 0.017297 || Task Loss: 1.0233 || KD Loss: 0.3931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:40 || Estimated Time: 2 days, 13:56:13
2023-07-24 21:38:15,623 semantic_segmentation INFO: Iters: 22360/150000 || Lr: 0.017296 || Task Loss: 0.8584 || KD Loss: 0.2695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:57 || Estimated Time: 2 days, 13:55:55
2023-07-24 21:38:33,037 semantic_segmentation INFO: Iters: 22370/150000 || Lr: 0.017295 || Task Loss: 0.7103 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:15 || Estimated Time: 2 days, 13:55:37
2023-07-24 21:38:50,448 semantic_segmentation INFO: Iters: 22380/150000 || Lr: 0.017293 || Task Loss: 1.3313 || KD Loss: 0.6148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:32 || Estimated Time: 2 days, 13:55:19
2023-07-24 21:39:08,347 semantic_segmentation INFO: Iters: 22390/150000 || Lr: 0.017292 || Task Loss: 0.7999 || KD Loss: 0.2673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:50 || Estimated Time: 2 days, 13:55:04
2023-07-24 21:39:25,756 semantic_segmentation INFO: Iters: 22400/150000 || Lr: 0.017291 || Task Loss: 1.0915 || KD Loss: 0.4868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:08 || Estimated Time: 2 days, 13:54:46
2023-07-24 21:39:25,880 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 21:39:26,268 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-24 21:39:26,292 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.126
2023-07-24 21:39:26,306 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.930, mIoU: 0.126
2023-07-24 21:39:26,322 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.941, mIoU: 0.128
2023-07-24 21:39:26,337 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.898, mIoU: 0.156
2023-07-24 21:39:26,350 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.910, mIoU: 0.200
2023-07-24 21:39:26,366 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.885, mIoU: 0.234
2023-07-24 21:39:26,381 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.897, mIoU: 0.245
2023-07-24 21:39:26,395 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.887, mIoU: 0.244
2023-07-24 21:39:26,411 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.879, mIoU: 0.242
2023-07-24 21:39:26,426 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.862, mIoU: 0.242
2023-07-24 21:39:26,442 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.869, mIoU: 0.243
2023-07-24 21:39:26,455 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.835, mIoU: 0.233
2023-07-24 21:39:26,470 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.835, mIoU: 0.217
2023-07-24 21:39:26,485 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.838, mIoU: 0.213
2023-07-24 21:39:26,498 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.845, mIoU: 0.214
2023-07-24 21:39:26,509 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.839, mIoU: 0.208
2023-07-24 21:39:26,523 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.840, mIoU: 0.207
2023-07-24 21:39:26,539 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.845, mIoU: 0.207
2023-07-24 21:39:26,556 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.850, mIoU: 0.245
2023-07-24 21:39:26,572 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.856, mIoU: 0.248
2023-07-24 21:39:26,589 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.859, mIoU: 0.249
2023-07-24 21:39:26,605 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.852, mIoU: 0.276
2023-07-24 21:39:26,623 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.853, mIoU: 0.281
2023-07-24 21:39:26,639 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.856, mIoU: 0.298
2023-07-24 21:39:26,655 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.856, mIoU: 0.308
2023-07-24 21:39:26,671 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.859, mIoU: 0.305
2023-07-24 21:39:26,683 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.862, mIoU: 0.306
2023-07-24 21:39:26,700 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.859, mIoU: 0.296
2023-07-24 21:39:26,715 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.864, mIoU: 0.296
2023-07-24 21:39:26,730 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.867, mIoU: 0.297
2023-07-24 21:39:26,747 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.870, mIoU: 0.299
2023-07-24 21:39:26,762 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.868, mIoU: 0.295
2023-07-24 21:39:26,778 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.869, mIoU: 0.293
2023-07-24 21:39:26,794 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.872, mIoU: 0.331
2023-07-24 21:39:26,809 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.873, mIoU: 0.331
2023-07-24 21:39:26,823 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.876, mIoU: 0.334
2023-07-24 21:39:26,836 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.879, mIoU: 0.352
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2023-07-24 21:39:26,881 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.876, mIoU: 0.376
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2023-07-24 21:39:26,910 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.875, mIoU: 0.375
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2023-07-24 21:39:26,939 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.875, mIoU: 0.379
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2023-07-24 21:39:26,970 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.874, mIoU: 0.381
2023-07-24 21:39:26,984 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.875, mIoU: 0.382
2023-07-24 21:39:27,000 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.875, mIoU: 0.379
2023-07-24 21:39:27,018 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.874, mIoU: 0.378
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2023-07-24 21:39:27,066 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.877, mIoU: 0.371
2023-07-24 21:39:27,083 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.877, mIoU: 0.370
2023-07-24 21:39:27,100 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.877, mIoU: 0.374
2023-07-24 21:39:27,114 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.876, mIoU: 0.370
2023-07-24 21:39:27,131 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.876, mIoU: 0.369
2023-07-24 21:39:27,149 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.879, mIoU: 0.368
2023-07-24 21:39:27,163 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.879, mIoU: 0.372
2023-07-24 21:39:27,178 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.870, mIoU: 0.367
2023-07-24 21:39:27,192 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.867, mIoU: 0.358
2023-07-24 21:39:27,207 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.865, mIoU: 0.355
2023-07-24 21:39:27,220 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.867, mIoU: 0.355
2023-07-24 21:39:27,239 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.869, mIoU: 0.365
2023-07-24 21:39:27,252 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.871, mIoU: 0.379
2023-07-24 21:39:27,268 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.871, mIoU: 0.378
2023-07-24 21:39:27,283 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.872, mIoU: 0.377
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2023-07-24 21:39:27,311 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.872, mIoU: 0.381
2023-07-24 21:39:27,327 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.868, mIoU: 0.377
2023-07-24 21:39:27,342 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.867, mIoU: 0.380
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2023-07-24 21:39:27,405 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.871, mIoU: 0.393
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2023-07-24 21:39:27,545 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.862, mIoU: 0.392
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2023-07-24 21:39:27,875 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.861, mIoU: 0.389
2023-07-24 21:39:27,890 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.861, mIoU: 0.391
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2023-07-24 21:39:28,009 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.865, mIoU: 0.398
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2023-07-24 21:39:32,802 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.848, mIoU: 0.387
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2023-07-24 21:39:32,834 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.848, mIoU: 0.388
2023-07-24 21:39:32,849 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.848, mIoU: 0.387
2023-07-24 21:39:32,864 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.848, mIoU: 0.387
2023-07-24 21:39:32,880 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.848, mIoU: 0.386
2023-07-24 21:39:32,895 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.848, mIoU: 0.387
2023-07-24 21:39:32,910 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.848, mIoU: 0.385
2023-07-24 21:39:32,926 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.848, mIoU: 0.385
2023-07-24 21:39:32,940 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.848, mIoU: 0.385
2023-07-24 21:39:32,953 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.848, mIoU: 0.386
2023-07-24 21:39:32,970 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.848, mIoU: 0.386
2023-07-24 21:39:32,987 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,002 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,018 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,031 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,047 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,060 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-24 21:39:33,071 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-24 21:39:33,085 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.847, mIoU: 0.382
2023-07-24 21:39:33,100 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.848, mIoU: 0.382
2023-07-24 21:39:33,116 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.848, mIoU: 0.382
2023-07-24 21:39:33,131 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.848, mIoU: 0.382
2023-07-24 21:39:33,147 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-24 21:39:33,163 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-24 21:39:33,178 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.848, mIoU: 0.384
2023-07-24 21:39:33,187 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.848, mIoU: 0.384
2023-07-24 21:39:33,197 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.848, mIoU: 0.384
2023-07-24 21:39:33,210 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.848, mIoU: 0.386
2023-07-24 21:39:33,224 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.848, mIoU: 0.386
2023-07-24 21:39:33,239 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.849, mIoU: 0.386
2023-07-24 21:39:33,252 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.849, mIoU: 0.387
2023-07-24 21:39:33,267 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 21:39:33,283 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.849, mIoU: 0.388
2023-07-24 21:39:33,299 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 21:39:33,314 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 21:39:33,330 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 21:39:33,343 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.849, mIoU: 0.389
2023-07-24 21:39:33,359 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 21:39:33,375 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.850, mIoU: 0.391
2023-07-24 21:39:33,389 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 21:39:33,405 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.850, mIoU: 0.392
2023-07-24 21:39:33,417 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.850, mIoU: 0.392
2023-07-24 21:39:33,433 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.850, mIoU: 0.392
2023-07-24 21:39:33,448 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.849, mIoU: 0.392
2023-07-24 21:39:33,463 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.850, mIoU: 0.393
2023-07-24 21:39:33,479 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.850, mIoU: 0.393
2023-07-24 21:39:33,495 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 21:39:33,505 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.850, mIoU: 0.395
2023-07-24 21:39:33,519 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.851, mIoU: 0.396
2023-07-24 21:39:33,535 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 21:39:33,550 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.850, mIoU: 0.396
2023-07-24 21:39:33,563 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.850, mIoU: 0.397
2023-07-24 21:39:33,577 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.851, mIoU: 0.398
2023-07-24 21:39:33,591 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 21:39:33,606 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 21:39:33,622 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.851, mIoU: 0.399
2023-07-24 21:39:33,637 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.851, mIoU: 0.400
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2023-07-24 21:39:33,661 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 21:39:33,676 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,689 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,704 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,720 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,733 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,749 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 21:39:33,762 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 21:39:33,778 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,794 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,809 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,825 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 21:39:33,839 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 21:39:33,852 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 21:39:33,867 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 21:39:33,882 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,896 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,911 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.852, mIoU: 0.400
2023-07-24 21:39:33,928 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 21:39:33,944 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.851, mIoU: 0.403
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2023-07-24 21:39:33,973 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 21:39:33,988 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 21:39:34,004 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 21:39:34,019 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 21:39:34,035 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,051 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.851, mIoU: 0.405
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2023-07-24 21:39:34,095 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,109 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-24 21:39:34,124 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-24 21:39:34,136 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,152 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,165 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 21:39:34,177 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 21:39:34,189 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 21:39:34,205 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,220 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,235 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 21:39:34,250 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 21:39:34,258 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 21:39:34,273 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 21:39:34,289 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,304 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 21:39:34,320 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 21:39:34,335 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-24 21:39:34,349 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-24 21:39:34,362 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 21:39:34,378 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-24 21:39:34,393 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:34,409 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-24 21:39:34,422 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-24 21:39:34,435 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:34,450 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:34,465 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:34,481 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:34,494 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-24 21:39:34,509 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 21:39:34,525 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 21:39:34,541 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 21:39:34,555 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 21:39:34,571 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,587 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,600 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.851, mIoU: 0.405
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2023-07-24 21:39:34,632 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.851, mIoU: 0.405
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2023-07-24 21:39:34,662 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 21:39:34,676 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,692 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,707 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 21:39:34,724 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 21:39:34,734 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 21:39:34,750 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 21:39:34,766 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:34,779 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 21:39:34,794 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 21:39:34,808 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 21:39:34,823 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 21:39:34,839 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 21:39:34,854 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 21:39:34,868 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 21:39:34,881 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 21:39:34,894 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 21:39:34,909 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.851, mIoU: 0.402
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2023-07-24 21:39:34,941 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 21:39:34,955 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 21:39:34,971 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 21:39:34,984 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 21:39:35,000 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 21:39:35,016 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 21:39:35,030 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 21:39:35,045 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 21:39:35,061 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 21:39:35,076 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.852, mIoU: 0.403
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2023-07-24 21:39:35,107 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.852, mIoU: 0.403
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2023-07-24 21:39:35,134 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.851, mIoU: 0.403
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2023-07-24 21:39:35,294 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.853, mIoU: 0.403
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2023-07-24 21:39:35,340 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.852, mIoU: 0.404
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2023-07-24 21:39:35,570 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.852, mIoU: 0.404
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2023-07-24 21:39:35,631 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.852, mIoU: 0.410
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2023-07-24 21:39:35,710 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 21:39:35,721 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,734 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,749 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,763 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-24 21:39:35,778 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,792 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,805 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,821 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 21:39:35,838 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.853, mIoU: 0.412
2023-07-24 21:39:35,853 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 21:39:35,869 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:35,883 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:35,898 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:35,912 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:35,926 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 21:39:35,942 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 21:39:35,958 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 21:39:35,973 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:35,988 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 21:39:36,003 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 21:39:36,016 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 21:39:36,032 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 21:39:36,047 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,060 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,073 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,087 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,103 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,118 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,131 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,146 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,162 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,178 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,191 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,205 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,213 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,229 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,245 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,261 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,277 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,294 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,310 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,326 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,342 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,355 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,370 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,384 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,399 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:36,415 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,427 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,441 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,454 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 21:39:36,467 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,480 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-24 21:39:36,494 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-24 21:39:36,508 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-24 21:39:36,522 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 21:39:36,538 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 21:39:36,549 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 21:39:36,564 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,578 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,589 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,605 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,621 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 21:39:36,636 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,651 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,667 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,682 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,695 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,711 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 21:39:36,727 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,745 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:36,761 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,776 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 21:39:36,792 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 21:39:36,805 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:36,819 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:36,832 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:36,848 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,865 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,878 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,891 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 21:39:36,906 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,921 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:36,936 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,952 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:36,967 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,980 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:36,995 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,009 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,023 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,039 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,053 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,070 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,083 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,099 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,115 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,127 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:37,141 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 21:39:37,156 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,172 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,187 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,203 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,215 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,229 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,243 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,257 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,273 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-24 21:39:37,290 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:37,304 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:37,320 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:37,333 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:37,349 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:37,364 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:37,378 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:37,392 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:37,407 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-24 21:39:37,422 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:37,436 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-24 21:39:37,451 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-24 21:39:37,466 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,480 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,493 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,508 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-24 21:39:37,524 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-24 21:39:37,540 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-24 21:39:37,553 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-24 21:39:37,568 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,581 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,597 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,611 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,625 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 21:39:37,641 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-24 21:39:37,657 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,670 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,686 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,703 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,719 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,735 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,749 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,762 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,777 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,791 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:37,804 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,817 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,833 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,846 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,859 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,873 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:37,889 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,904 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,920 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,933 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:37,947 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,962 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,977 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:37,993 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,008 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 21:39:38,022 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:38,035 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:38,047 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:38,063 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,080 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,094 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,109 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,120 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:38,133 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,148 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 21:39:38,163 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,176 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,191 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,205 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 21:39:38,221 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,235 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,250 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,264 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:38,279 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:38,295 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 21:39:38,308 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,324 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,340 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,355 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,371 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,386 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,402 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,417 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 21:39:38,431 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 21:39:38,446 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,461 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,474 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,487 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,500 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,516 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,530 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 21:39:38,546 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:38,561 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:38,572 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,587 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,603 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,618 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,632 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,649 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,665 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:38,679 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:38,694 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 21:39:38,711 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,727 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 21:39:38,741 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 21:39:38,754 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 21:39:38,772 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,788 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,804 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,818 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,833 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 21:39:38,848 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 21:39:38,863 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:38,878 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:38,891 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:38,906 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:38,919 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:38,934 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:38,948 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:38,961 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:38,976 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:38,989 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,004 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:39,019 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:39,034 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:39,050 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:39,065 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:39,080 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,095 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,112 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,127 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,143 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,159 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,169 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,184 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,198 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,214 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-24 21:39:39,229 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,245 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,259 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,274 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,290 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,305 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,321 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,337 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,351 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,366 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,382 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,397 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,411 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,426 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,442 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:39,459 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:39,472 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:39,488 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:39,504 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:39,518 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,533 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,548 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:39,562 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,577 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,590 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,605 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,621 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,636 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:39,652 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,667 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,683 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:39,696 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,709 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,725 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,738 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,751 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,766 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,781 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,796 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,812 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,825 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,839 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,855 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:39,870 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,883 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,899 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,913 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,928 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,943 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:39,960 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,975 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:39,990 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,000 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,016 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,032 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,045 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,060 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,075 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,091 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,104 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,119 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,135 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,151 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,166 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 21:39:40,181 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:40,198 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,214 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,228 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,244 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,259 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-24 21:39:40,274 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 21:39:40,287 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-24 21:39:40,303 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,319 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,334 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,342 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,355 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-24 21:39:40,369 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,381 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,393 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,408 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:40,423 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:40,439 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:40,451 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,464 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,480 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,491 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,507 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,521 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,536 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,552 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,568 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,583 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,595 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-24 21:39:40,608 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-24 21:39:40,624 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-24 21:39:40,639 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,655 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,670 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,684 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,694 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,706 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,719 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,731 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,746 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-24 21:39:40,760 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,775 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,791 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:40,806 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,820 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,836 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,851 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,867 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,883 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,898 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,913 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,929 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,945 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:40,958 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,972 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:40,988 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,001 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,017 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 21:39:41,031 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,047 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,062 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,080 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,096 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.858, mIoU: 0.426
2023-07-24 21:39:41,110 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-24 21:39:41,125 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:41,140 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,155 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,170 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.858, mIoU: 0.426
2023-07-24 21:39:41,184 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.858, mIoU: 0.426
2023-07-24 21:39:41,197 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.858, mIoU: 0.426
2023-07-24 21:39:41,212 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.858, mIoU: 0.426
2023-07-24 21:39:41,227 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-24 21:39:41,242 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-24 21:39:41,257 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-24 21:39:41,272 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-24 21:39:41,289 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-24 21:39:41,304 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,320 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,334 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,350 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,361 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,375 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-24 21:39:41,390 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,403 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,419 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:41,434 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,450 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,466 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,482 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,498 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,513 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,526 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,542 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,556 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,571 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,587 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,600 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,616 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,629 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,644 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,660 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-24 21:39:41,676 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,691 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,707 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,720 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,733 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,749 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-24 21:39:41,763 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,777 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-24 21:39:41,793 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,808 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,823 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 21:39:41,836 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:41,850 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,866 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,881 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,897 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:41,911 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,925 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,941 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,956 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,972 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:41,987 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:42,003 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:42,018 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,033 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,048 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,064 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,079 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,094 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:42,109 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,123 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,139 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,154 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:42,170 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,183 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:42,198 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,213 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,230 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,243 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,258 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,273 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:42,288 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,303 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,319 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,334 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:42,347 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:42,363 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:42,379 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,392 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,407 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,420 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,429 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,445 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,460 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,473 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:42,489 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:42,504 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:42,518 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:42,532 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:42,548 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:42,564 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,579 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,597 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,612 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,629 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,644 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,658 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,673 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,689 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,704 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,717 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:42,730 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:42,745 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,760 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.854, mIoU: 0.423
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2023-07-24 21:39:42,790 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:42,804 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,819 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 21:39:42,833 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 21:39:42,846 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:42,861 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:42,876 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:42,891 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 21:39:42,906 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,919 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,935 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,950 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,966 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,981 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 21:39:42,995 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,011 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,025 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,038 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,051 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,066 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,082 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,097 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,113 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,123 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,136 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,152 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,168 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,181 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,195 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,211 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 21:39:43,226 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,239 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,253 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,269 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,282 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:43,297 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:43,310 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-24 21:39:43,323 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.856, mIoU: 0.424
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2023-07-24 21:39:43,354 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:43,370 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:43,386 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 21:39:43,399 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-24 21:39:43,414 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,430 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,442 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,458 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,473 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,488 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,503 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-24 21:39:43,529 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 21:39:43,544 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-24 21:39:43,574 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-24 21:39:43,587 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-24 21:39:43,619 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.855, mIoU: 0.426
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2023-07-24 21:39:43,658 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-24 21:39:43,673 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-24 21:39:43,688 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-24 21:39:43,703 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-24 21:39:43,716 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-24 21:39:43,731 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-24 21:39:43,746 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.855, mIoU: 0.426
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2023-07-24 21:39:43,855 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.855, mIoU: 0.426
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2023-07-24 21:39:44,016 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:44,031 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.854, mIoU: 0.424
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2023-07-24 21:39:44,173 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.854, mIoU: 0.425
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2023-07-24 21:39:44,215 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-24 21:39:44,231 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-24 21:39:44,245 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-24 21:39:44,260 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.853, mIoU: 0.422
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2023-07-24 21:39:44,303 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.853, mIoU: 0.422
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2023-07-24 21:39:44,346 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.852, mIoU: 0.422
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2023-07-24 21:39:44,394 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.852, mIoU: 0.422
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2023-07-24 21:39:44,438 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.852, mIoU: 0.422
2023-07-24 21:39:44,453 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,468 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.852, mIoU: 0.422
2023-07-24 21:39:44,481 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,495 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,511 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,527 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,542 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,556 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:44,569 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,584 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,599 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,613 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,626 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,642 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,657 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,672 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,687 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,702 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,718 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,731 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,745 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,760 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,774 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,789 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,805 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,820 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,836 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,851 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:44,866 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,881 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,896 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,911 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,927 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:44,943 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.851, mIoU: 0.420
2023-07-24 21:39:44,958 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.851, mIoU: 0.420
2023-07-24 21:39:44,973 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.851, mIoU: 0.420
2023-07-24 21:39:44,988 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,002 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,015 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,030 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,045 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,059 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,073 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,089 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,103 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,118 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,133 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,148 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,163 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,176 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,190 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,204 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,217 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,231 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,246 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,262 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,275 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,289 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,304 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,316 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,331 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,347 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,363 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,378 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,394 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,407 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,423 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,438 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,451 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,467 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,482 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,498 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,512 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,527 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,542 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,557 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,572 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,585 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,601 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,616 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,632 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,647 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,660 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,675 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,691 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,706 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,721 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,736 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.851, mIoU: 0.418
2023-07-24 21:39:45,751 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,767 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,777 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,792 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,805 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,818 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:45,836 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,851 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,866 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,879 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,892 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,906 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,922 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,936 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,952 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,967 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:45,981 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:45,996 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,011 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,025 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,040 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,055 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,068 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,083 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,095 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,111 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,126 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,140 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,155 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,168 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,181 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,196 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,211 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,226 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,239 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,253 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,268 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,283 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,299 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,312 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,327 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,344 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,360 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,376 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,392 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,400 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,415 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,428 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,441 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,457 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:46,472 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.852, mIoU: 0.421
2023-07-24 21:39:46,487 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,502 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,518 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,533 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,548 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,561 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.851, mIoU: 0.420
2023-07-24 21:39:46,576 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:46,592 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:46,607 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.851, mIoU: 0.419
2023-07-24 21:39:46,623 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,638 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,655 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,669 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,684 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,699 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,714 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,727 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,741 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,756 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,771 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,786 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,801 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,816 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,831 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,846 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:46,859 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-24 21:39:46,875 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,888 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,903 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,919 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,934 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,949 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,962 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,977 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:46,992 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,007 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,022 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,037 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,053 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,068 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,081 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,096 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,110 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,126 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,141 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,156 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,171 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,186 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,200 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,210 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,225 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,238 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,254 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,269 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,285 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,301 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,312 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,322 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,339 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,355 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,370 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,384 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,400 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,415 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,428 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,443 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,458 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,472 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,486 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,499 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,514 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,528 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,543 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,556 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,570 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 21:39:47,585 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-24 21:39:47,599 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-24 21:39:47,615 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,628 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,643 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.852, mIoU: 0.419
2023-07-24 21:39:47,658 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-24 21:39:47,675 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.851, mIoU: 0.417
2023-07-24 21:40:05,188 semantic_segmentation INFO: Iters: 22410/150000 || Lr: 0.017290 || Task Loss: 1.1054 || KD Loss: 0.4871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:47 || Estimated Time: 2 days, 13:56:34
2023-07-24 21:40:22,521 semantic_segmentation INFO: Iters: 22420/150000 || Lr: 0.017288 || Task Loss: 0.8010 || KD Loss: 0.3154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:04 || Estimated Time: 2 days, 13:56:16
2023-07-24 21:40:40,153 semantic_segmentation INFO: Iters: 22430/150000 || Lr: 0.017287 || Task Loss: 0.7283 || KD Loss: 0.2245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:22 || Estimated Time: 2 days, 13:55:59
2023-07-24 21:40:57,496 semantic_segmentation INFO: Iters: 22440/150000 || Lr: 0.017286 || Task Loss: 0.6214 || KD Loss: 0.2044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:39 || Estimated Time: 2 days, 13:55:41
2023-07-24 21:41:14,916 semantic_segmentation INFO: Iters: 22450/150000 || Lr: 0.017285 || Task Loss: 0.6578 || KD Loss: 0.2299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:57 || Estimated Time: 2 days, 13:55:23
2023-07-24 21:41:32,324 semantic_segmentation INFO: Iters: 22460/150000 || Lr: 0.017284 || Task Loss: 0.8073 || KD Loss: 0.3563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:14 || Estimated Time: 2 days, 13:55:05
2023-07-24 21:41:49,736 semantic_segmentation INFO: Iters: 22470/150000 || Lr: 0.017282 || Task Loss: 0.7065 || KD Loss: 0.2453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:32 || Estimated Time: 2 days, 13:54:47
2023-07-24 21:42:07,151 semantic_segmentation INFO: Iters: 22480/150000 || Lr: 0.017281 || Task Loss: 1.1685 || KD Loss: 0.4236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:49 || Estimated Time: 2 days, 13:54:29
2023-07-24 21:42:24,555 semantic_segmentation INFO: Iters: 22490/150000 || Lr: 0.017280 || Task Loss: 1.0304 || KD Loss: 0.4163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:06 || Estimated Time: 2 days, 13:54:12
2023-07-24 21:42:41,956 semantic_segmentation INFO: Iters: 22500/150000 || Lr: 0.017279 || Task Loss: 0.7636 || KD Loss: 0.3006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:24 || Estimated Time: 2 days, 13:53:54
2023-07-24 21:42:59,387 semantic_segmentation INFO: Iters: 22510/150000 || Lr: 0.017277 || Task Loss: 1.2154 || KD Loss: 0.5228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:41 || Estimated Time: 2 days, 13:53:36
2023-07-24 21:43:16,779 semantic_segmentation INFO: Iters: 22520/150000 || Lr: 0.017276 || Task Loss: 0.8830 || KD Loss: 0.3195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:59 || Estimated Time: 2 days, 13:53:18
2023-07-24 21:43:34,185 semantic_segmentation INFO: Iters: 22530/150000 || Lr: 0.017275 || Task Loss: 0.9256 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:16 || Estimated Time: 2 days, 13:53:00
2023-07-24 21:43:52,351 semantic_segmentation INFO: Iters: 22540/150000 || Lr: 0.017274 || Task Loss: 0.8773 || KD Loss: 0.3232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:34 || Estimated Time: 2 days, 13:52:47
2023-07-24 21:44:09,721 semantic_segmentation INFO: Iters: 22550/150000 || Lr: 0.017273 || Task Loss: 0.9070 || KD Loss: 0.3403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:52 || Estimated Time: 2 days, 13:52:28
2023-07-24 21:44:27,136 semantic_segmentation INFO: Iters: 22560/150000 || Lr: 0.017271 || Task Loss: 0.6565 || KD Loss: 0.2960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:09 || Estimated Time: 2 days, 13:52:11
2023-07-24 21:44:44,548 semantic_segmentation INFO: Iters: 22570/150000 || Lr: 0.017270 || Task Loss: 0.6429 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:26 || Estimated Time: 2 days, 13:51:53
2023-07-24 21:45:01,927 semantic_segmentation INFO: Iters: 22580/150000 || Lr: 0.017269 || Task Loss: 0.7753 || KD Loss: 0.2554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:44 || Estimated Time: 2 days, 13:51:35
2023-07-24 21:45:19,247 semantic_segmentation INFO: Iters: 22590/150000 || Lr: 0.017268 || Task Loss: 0.7923 || KD Loss: 0.2414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:01 || Estimated Time: 2 days, 13:51:16
2023-07-24 21:45:36,855 semantic_segmentation INFO: Iters: 22600/150000 || Lr: 0.017266 || Task Loss: 0.7443 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:19 || Estimated Time: 2 days, 13:50:59
2023-07-24 21:45:54,580 semantic_segmentation INFO: Iters: 22610/150000 || Lr: 0.017265 || Task Loss: 1.0172 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:36 || Estimated Time: 2 days, 13:50:43
2023-07-24 21:46:11,992 semantic_segmentation INFO: Iters: 22620/150000 || Lr: 0.017264 || Task Loss: 0.8774 || KD Loss: 0.3425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:54 || Estimated Time: 2 days, 13:50:26
2023-07-24 21:46:29,399 semantic_segmentation INFO: Iters: 22630/150000 || Lr: 0.017263 || Task Loss: 0.8082 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:11 || Estimated Time: 2 days, 13:50:08
2023-07-24 21:46:46,813 semantic_segmentation INFO: Iters: 22640/150000 || Lr: 0.017262 || Task Loss: 0.8903 || KD Loss: 0.3811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:29 || Estimated Time: 2 days, 13:49:50
2023-07-24 21:47:04,227 semantic_segmentation INFO: Iters: 22650/150000 || Lr: 0.017260 || Task Loss: 1.0097 || KD Loss: 0.3430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:46 || Estimated Time: 2 days, 13:49:32
2023-07-24 21:47:22,460 semantic_segmentation INFO: Iters: 22660/150000 || Lr: 0.017259 || Task Loss: 1.0034 || KD Loss: 0.4240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:04 || Estimated Time: 2 days, 13:49:19
2023-07-24 21:47:40,068 semantic_segmentation INFO: Iters: 22670/150000 || Lr: 0.017258 || Task Loss: 0.7912 || KD Loss: 0.2605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:22 || Estimated Time: 2 days, 13:49:02
2023-07-24 21:47:57,462 semantic_segmentation INFO: Iters: 22680/150000 || Lr: 0.017257 || Task Loss: 0.7852 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:39 || Estimated Time: 2 days, 13:48:44
2023-07-24 21:48:14,878 semantic_segmentation INFO: Iters: 22690/150000 || Lr: 0.017255 || Task Loss: 0.7547 || KD Loss: 0.2749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:57 || Estimated Time: 2 days, 13:48:26
2023-07-24 21:48:32,275 semantic_segmentation INFO: Iters: 22700/150000 || Lr: 0.017254 || Task Loss: 0.8982 || KD Loss: 0.3369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:14 || Estimated Time: 2 days, 13:48:08
2023-07-24 21:48:49,679 semantic_segmentation INFO: Iters: 22710/150000 || Lr: 0.017253 || Task Loss: 0.8013 || KD Loss: 0.2544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:31 || Estimated Time: 2 days, 13:47:51
2023-07-24 21:49:07,094 semantic_segmentation INFO: Iters: 22720/150000 || Lr: 0.017252 || Task Loss: 0.6772 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:49 || Estimated Time: 2 days, 13:47:33
2023-07-24 21:49:24,610 semantic_segmentation INFO: Iters: 22730/150000 || Lr: 0.017251 || Task Loss: 0.7814 || KD Loss: 0.2342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:06 || Estimated Time: 2 days, 13:47:15
2023-07-24 21:49:42,417 semantic_segmentation INFO: Iters: 22740/150000 || Lr: 0.017249 || Task Loss: 1.1905 || KD Loss: 0.4883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:24 || Estimated Time: 2 days, 13:47:00
2023-07-24 21:49:59,868 semantic_segmentation INFO: Iters: 22750/150000 || Lr: 0.017248 || Task Loss: 1.1031 || KD Loss: 0.5040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:42 || Estimated Time: 2 days, 13:46:42
2023-07-24 21:50:18,006 semantic_segmentation INFO: Iters: 22760/150000 || Lr: 0.017247 || Task Loss: 0.7126 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:00 || Estimated Time: 2 days, 13:46:28
2023-07-24 21:50:35,458 semantic_segmentation INFO: Iters: 22770/150000 || Lr: 0.017246 || Task Loss: 0.5829 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:17 || Estimated Time: 2 days, 13:46:11
2023-07-24 21:50:52,886 semantic_segmentation INFO: Iters: 22780/150000 || Lr: 0.017245 || Task Loss: 0.7992 || KD Loss: 0.3433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:35 || Estimated Time: 2 days, 13:45:53
2023-07-24 21:51:10,742 semantic_segmentation INFO: Iters: 22790/150000 || Lr: 0.017243 || Task Loss: 0.9953 || KD Loss: 0.4121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:53 || Estimated Time: 2 days, 13:45:38
2023-07-24 21:51:28,671 semantic_segmentation INFO: Iters: 22800/150000 || Lr: 0.017242 || Task Loss: 0.7375 || KD Loss: 0.2638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:10 || Estimated Time: 2 days, 13:45:23
2023-07-24 21:51:46,107 semantic_segmentation INFO: Iters: 22810/150000 || Lr: 0.017241 || Task Loss: 0.8759 || KD Loss: 0.3232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:28 || Estimated Time: 2 days, 13:45:05
2023-07-24 21:52:03,521 semantic_segmentation INFO: Iters: 22820/150000 || Lr: 0.017240 || Task Loss: 1.0389 || KD Loss: 0.3370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:45 || Estimated Time: 2 days, 13:44:47
2023-07-24 21:52:21,023 semantic_segmentation INFO: Iters: 22830/150000 || Lr: 0.017238 || Task Loss: 0.9182 || KD Loss: 0.4140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:03 || Estimated Time: 2 days, 13:44:30
2023-07-24 21:52:38,869 semantic_segmentation INFO: Iters: 22840/150000 || Lr: 0.017237 || Task Loss: 1.0364 || KD Loss: 0.4372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:21 || Estimated Time: 2 days, 13:44:14
2023-07-24 21:52:56,909 semantic_segmentation INFO: Iters: 22850/150000 || Lr: 0.017236 || Task Loss: 0.8301 || KD Loss: 0.3163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:39 || Estimated Time: 2 days, 13:44:00
2023-07-24 21:53:14,989 semantic_segmentation INFO: Iters: 22860/150000 || Lr: 0.017235 || Task Loss: 0.8342 || KD Loss: 0.3167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:57 || Estimated Time: 2 days, 13:43:46
2023-07-24 21:53:32,402 semantic_segmentation INFO: Iters: 22870/150000 || Lr: 0.017234 || Task Loss: 1.1603 || KD Loss: 0.5508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:14 || Estimated Time: 2 days, 13:43:28
2023-07-24 21:53:50,226 semantic_segmentation INFO: Iters: 22880/150000 || Lr: 0.017232 || Task Loss: 1.0314 || KD Loss: 0.4929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:32 || Estimated Time: 2 days, 13:43:12
2023-07-24 21:54:07,740 semantic_segmentation INFO: Iters: 22890/150000 || Lr: 0.017231 || Task Loss: 0.8904 || KD Loss: 0.3773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:50 || Estimated Time: 2 days, 13:42:55
2023-07-24 21:54:25,290 semantic_segmentation INFO: Iters: 22900/150000 || Lr: 0.017230 || Task Loss: 1.0708 || KD Loss: 0.4583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:07 || Estimated Time: 2 days, 13:42:38
2023-07-24 21:54:43,381 semantic_segmentation INFO: Iters: 22910/150000 || Lr: 0.017229 || Task Loss: 1.2502 || KD Loss: 0.5434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:25 || Estimated Time: 2 days, 13:42:24
2023-07-24 21:55:00,779 semantic_segmentation INFO: Iters: 22920/150000 || Lr: 0.017227 || Task Loss: 0.9603 || KD Loss: 0.3769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:43 || Estimated Time: 2 days, 13:42:06
2023-07-24 21:55:18,503 semantic_segmentation INFO: Iters: 22930/150000 || Lr: 0.017226 || Task Loss: 0.8678 || KD Loss: 0.3510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:00 || Estimated Time: 2 days, 13:41:50
2023-07-24 21:55:36,009 semantic_segmentation INFO: Iters: 22940/150000 || Lr: 0.017225 || Task Loss: 0.7564 || KD Loss: 0.2420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:18 || Estimated Time: 2 days, 13:41:33
2023-07-24 21:55:53,862 semantic_segmentation INFO: Iters: 22950/150000 || Lr: 0.017224 || Task Loss: 0.8903 || KD Loss: 0.3528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:36 || Estimated Time: 2 days, 13:41:17
2023-07-24 21:56:11,735 semantic_segmentation INFO: Iters: 22960/150000 || Lr: 0.017223 || Task Loss: 1.0010 || KD Loss: 0.4345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:54 || Estimated Time: 2 days, 13:41:02
2023-07-24 21:56:29,494 semantic_segmentation INFO: Iters: 22970/150000 || Lr: 0.017221 || Task Loss: 0.6845 || KD Loss: 0.2578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:11 || Estimated Time: 2 days, 13:40:46
2023-07-24 21:56:47,364 semantic_segmentation INFO: Iters: 22980/150000 || Lr: 0.017220 || Task Loss: 1.0933 || KD Loss: 0.4556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:29 || Estimated Time: 2 days, 13:40:31
2023-07-24 21:57:04,872 semantic_segmentation INFO: Iters: 22990/150000 || Lr: 0.017219 || Task Loss: 0.8753 || KD Loss: 0.3344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:47 || Estimated Time: 2 days, 13:40:13
2023-07-24 21:57:22,652 semantic_segmentation INFO: Iters: 23000/150000 || Lr: 0.017218 || Task Loss: 0.7751 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:04 || Estimated Time: 2 days, 13:39:57
2023-07-24 21:57:40,345 semantic_segmentation INFO: Iters: 23010/150000 || Lr: 0.017216 || Task Loss: 1.0297 || KD Loss: 0.3888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:22 || Estimated Time: 2 days, 13:39:41
2023-07-24 21:57:57,872 semantic_segmentation INFO: Iters: 23020/150000 || Lr: 0.017215 || Task Loss: 1.0498 || KD Loss: 0.4471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:40 || Estimated Time: 2 days, 13:39:24
2023-07-24 21:58:16,179 semantic_segmentation INFO: Iters: 23030/150000 || Lr: 0.017214 || Task Loss: 1.3478 || KD Loss: 0.4751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:58 || Estimated Time: 2 days, 13:39:11
2023-07-24 21:58:34,180 semantic_segmentation INFO: Iters: 23040/150000 || Lr: 0.017213 || Task Loss: 0.9701 || KD Loss: 0.2882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:16 || Estimated Time: 2 days, 13:38:56
2023-07-24 21:58:51,583 semantic_segmentation INFO: Iters: 23050/150000 || Lr: 0.017212 || Task Loss: 1.0868 || KD Loss: 0.4207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:33 || Estimated Time: 2 days, 13:38:39
2023-07-24 21:59:09,623 semantic_segmentation INFO: Iters: 23060/150000 || Lr: 0.017210 || Task Loss: 1.1581 || KD Loss: 0.5817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:51 || Estimated Time: 2 days, 13:38:24
2023-07-24 21:59:27,016 semantic_segmentation INFO: Iters: 23070/150000 || Lr: 0.017209 || Task Loss: 0.7646 || KD Loss: 0.2620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:09 || Estimated Time: 2 days, 13:38:06
2023-07-24 21:59:45,444 semantic_segmentation INFO: Iters: 23080/150000 || Lr: 0.017208 || Task Loss: 0.6893 || KD Loss: 0.2733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:27 || Estimated Time: 2 days, 13:37:54
2023-07-24 22:00:03,272 semantic_segmentation INFO: Iters: 23090/150000 || Lr: 0.017207 || Task Loss: 0.5804 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:45 || Estimated Time: 2 days, 13:37:38
2023-07-24 22:00:20,979 semantic_segmentation INFO: Iters: 23100/150000 || Lr: 0.017205 || Task Loss: 0.6411 || KD Loss: 0.2334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:03 || Estimated Time: 2 days, 13:37:22
2023-07-24 22:00:38,688 semantic_segmentation INFO: Iters: 23110/150000 || Lr: 0.017204 || Task Loss: 0.8067 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:20 || Estimated Time: 2 days, 13:37:06
2023-07-24 22:00:56,921 semantic_segmentation INFO: Iters: 23120/150000 || Lr: 0.017203 || Task Loss: 0.9253 || KD Loss: 0.3284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:39 || Estimated Time: 2 days, 13:36:52
2023-07-24 22:01:14,361 semantic_segmentation INFO: Iters: 23130/150000 || Lr: 0.017202 || Task Loss: 0.9640 || KD Loss: 0.3927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:56 || Estimated Time: 2 days, 13:36:35
2023-07-24 22:01:32,341 semantic_segmentation INFO: Iters: 23140/150000 || Lr: 0.017201 || Task Loss: 0.6586 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:14 || Estimated Time: 2 days, 13:36:20
2023-07-24 22:01:50,127 semantic_segmentation INFO: Iters: 23150/150000 || Lr: 0.017199 || Task Loss: 0.7689 || KD Loss: 0.2624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:32 || Estimated Time: 2 days, 13:36:04
2023-07-24 22:02:08,390 semantic_segmentation INFO: Iters: 23160/150000 || Lr: 0.017198 || Task Loss: 0.6593 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:50 || Estimated Time: 2 days, 13:35:51
2023-07-24 22:02:25,906 semantic_segmentation INFO: Iters: 23170/150000 || Lr: 0.017197 || Task Loss: 0.9431 || KD Loss: 0.3436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:08 || Estimated Time: 2 days, 13:35:34
2023-07-24 22:02:43,504 semantic_segmentation INFO: Iters: 23180/150000 || Lr: 0.017196 || Task Loss: 0.7491 || KD Loss: 0.2759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:25 || Estimated Time: 2 days, 13:35:17
2023-07-24 22:03:01,345 semantic_segmentation INFO: Iters: 23190/150000 || Lr: 0.017194 || Task Loss: 1.1853 || KD Loss: 0.4074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:43 || Estimated Time: 2 days, 13:35:01
2023-07-24 22:03:18,864 semantic_segmentation INFO: Iters: 23200/150000 || Lr: 0.017193 || Task Loss: 0.9600 || KD Loss: 0.3885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:01 || Estimated Time: 2 days, 13:34:44
2023-07-24 22:03:18,995 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 22:03:19,389 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.089
2023-07-24 22:03:19,416 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.127
2023-07-24 22:03:19,428 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.127
2023-07-24 22:03:19,443 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.129
2023-07-24 22:03:19,457 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.890, mIoU: 0.162
2023-07-24 22:03:19,469 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.879, mIoU: 0.196
2023-07-24 22:03:19,484 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.880, mIoU: 0.227
2023-07-24 22:03:19,498 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.892, mIoU: 0.251
2023-07-24 22:03:19,511 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.890, mIoU: 0.262
2023-07-24 22:03:19,526 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.885, mIoU: 0.261
2023-07-24 22:03:19,542 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.875, mIoU: 0.284
2023-07-24 22:03:19,558 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.882, mIoU: 0.305
2023-07-24 22:03:19,572 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.847, mIoU: 0.283
2023-07-24 22:03:19,587 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.850, mIoU: 0.278
2023-07-24 22:03:19,603 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.842, mIoU: 0.269
2023-07-24 22:03:19,616 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.849, mIoU: 0.267
2023-07-24 22:03:19,627 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.843, mIoU: 0.260
2023-07-24 22:03:19,641 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.838, mIoU: 0.255
2023-07-24 22:03:19,656 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.843, mIoU: 0.250
2023-07-24 22:03:19,674 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.848, mIoU: 0.290
2023-07-24 22:03:19,690 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.854, mIoU: 0.294
2023-07-24 22:03:19,706 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.856, mIoU: 0.291
2023-07-24 22:03:19,722 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-24 22:03:19,740 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.848, mIoU: 0.310
2023-07-24 22:03:19,758 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.844, mIoU: 0.312
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2023-07-24 22:03:19,791 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.847, mIoU: 0.313
2023-07-24 22:03:19,804 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.851, mIoU: 0.313
2023-07-24 22:03:19,822 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.848, mIoU: 0.306
2023-07-24 22:03:19,839 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.853, mIoU: 0.306
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2023-07-24 22:03:19,872 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.860, mIoU: 0.311
2023-07-24 22:03:19,889 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.864, mIoU: 0.317
2023-07-24 22:03:19,906 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.866, mIoU: 0.316
2023-07-24 22:03:19,922 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.864, mIoU: 0.328
2023-07-24 22:03:19,938 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.867, mIoU: 0.329
2023-07-24 22:03:19,952 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.869, mIoU: 0.329
2023-07-24 22:03:19,965 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.872, mIoU: 0.360
2023-07-24 22:03:19,982 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.871, mIoU: 0.357
2023-07-24 22:03:19,995 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.871, mIoU: 0.356
2023-07-24 22:03:20,009 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.861, mIoU: 0.355
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2023-07-24 22:03:20,039 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.862, mIoU: 0.353
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2023-07-24 22:03:20,109 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.863, mIoU: 0.358
2023-07-24 22:03:20,124 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.863, mIoU: 0.353
2023-07-24 22:03:20,141 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.862, mIoU: 0.350
2023-07-24 22:03:20,158 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.864, mIoU: 0.352
2023-07-24 22:03:20,174 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.866, mIoU: 0.352
2023-07-24 22:03:20,187 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.868, mIoU: 0.350
2023-07-24 22:03:20,204 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.868, mIoU: 0.348
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2023-07-24 22:03:20,234 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.865, mIoU: 0.343
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2023-07-24 22:03:20,623 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.854, mIoU: 0.375
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2023-07-24 22:03:21,097 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.854, mIoU: 0.384
2023-07-24 22:03:21,113 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.855, mIoU: 0.384
2023-07-24 22:03:21,129 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.854, mIoU: 0.384
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2023-07-24 22:03:25,612 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.850, mIoU: 0.388
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2023-07-24 22:03:25,712 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.850, mIoU: 0.391
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2023-07-24 22:03:25,805 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.848, mIoU: 0.388
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2023-07-24 22:03:25,835 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.847, mIoU: 0.389
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2023-07-24 22:03:26,006 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.848, mIoU: 0.388
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2023-07-24 22:03:26,208 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.846, mIoU: 0.383
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2023-07-24 22:03:26,591 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.848, mIoU: 0.393
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2023-07-24 22:03:27,069 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.850, mIoU: 0.402
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2023-07-24 22:03:27,144 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.850, mIoU: 0.401
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2023-07-24 22:03:27,490 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.852, mIoU: 0.415
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2023-07-24 22:03:27,531 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.852, mIoU: 0.416
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2023-07-24 22:03:27,775 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.852, mIoU: 0.413
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2023-07-24 22:03:28,558 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:03:28,572 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:03:28,588 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:03:28,603 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:03:28,619 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:03:28,634 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:03:28,649 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:03:28,664 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:03:28,678 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:03:28,691 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:03:28,706 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:03:28,721 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:03:28,737 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:03:28,750 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:03:28,766 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:03:28,780 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:03:28,796 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:03:28,811 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:03:28,828 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:03:28,843 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:03:28,859 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:03:28,874 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:03:28,889 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:03:28,904 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:28,919 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:28,935 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:28,953 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:28,969 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:28,985 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:28,996 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:29,009 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:29,025 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:29,039 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,055 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,068 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,082 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-24 22:03:29,099 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,116 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,131 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:29,148 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:29,162 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:29,177 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,191 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,206 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,222 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 22:03:29,238 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,253 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:29,269 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,285 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,298 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,313 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:29,329 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:29,342 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,356 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,370 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,387 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:29,403 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,416 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,432 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,448 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,464 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,477 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,491 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,498 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,514 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,530 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,545 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,562 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,577 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,593 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,609 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,624 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,638 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,653 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,668 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,683 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:29,699 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,712 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,725 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,739 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,753 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,767 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,781 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,795 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:29,810 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,826 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:29,839 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,854 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,867 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:29,879 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-24 22:03:29,895 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,911 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,927 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,942 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,958 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:29,973 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-24 22:03:29,987 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-24 22:03:30,003 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-24 22:03:30,018 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 22:03:30,035 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 22:03:30,051 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 22:03:30,067 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 22:03:30,082 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 22:03:30,095 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:30,109 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 22:03:30,122 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:30,137 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:30,154 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 22:03:30,168 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 22:03:30,182 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 22:03:30,199 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 22:03:30,214 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-24 22:03:30,230 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,246 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,262 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,276 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,292 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,306 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,321 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,337 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,352 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,370 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,383 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,399 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,415 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,428 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,441 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,457 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,473 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,488 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:30,503 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,515 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,529 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.855, mIoU: 0.420
2023-07-24 22:03:30,543 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:30,556 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 22:03:30,571 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:30,588 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:30,602 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:30,618 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:30,631 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,647 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,662 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,676 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,689 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,705 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:30,720 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,734 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,749 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,764 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,778 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,792 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,808 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,824 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:30,842 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,856 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,871 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:30,885 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,901 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,915 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,928 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:30,944 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,959 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,973 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:30,989 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,005 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,021 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,037 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,051 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,064 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,079 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.855, mIoU: 0.415
2023-07-24 22:03:31,092 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,105 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,119 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:31,136 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,149 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,163 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,177 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,194 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,210 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:31,227 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,240 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,254 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 22:03:31,270 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 22:03:31,285 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 22:03:31,301 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,317 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,330 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,344 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,356 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,373 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,389 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,404 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,419 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,430 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,444 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,459 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,475 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,488 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:31,504 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,517 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:31,533 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,546 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,561 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,575 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,590 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,606 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,620 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,636 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,652 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,668 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,684 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,700 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,716 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,731 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,747 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:31,763 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:31,778 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,792 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,805 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,819 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,835 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:31,849 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,866 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,881 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,893 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,907 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,924 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,939 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,952 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,968 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:31,983 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:31,996 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,010 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,027 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,043 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:32,057 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,070 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:32,088 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:32,104 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:32,120 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:32,134 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:32,151 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:32,167 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:32,184 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,200 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:32,214 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,229 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,243 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,258 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:32,272 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,285 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,301 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,314 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,329 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:32,344 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,359 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,374 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,389 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,403 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,418 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,435 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,451 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,468 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,484 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:32,494 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:32,509 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:32,523 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,539 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,555 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,572 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,586 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,602 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,618 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,632 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,649 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,665 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,679 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:32,695 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:32,710 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,726 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,739 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:32,755 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:32,770 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,786 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,799 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,814 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,830 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,844 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:32,858 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:32,874 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,888 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,903 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:32,917 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:32,931 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.856, mIoU: 0.420
2023-07-24 22:03:32,947 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,963 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:32,978 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:32,994 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,010 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,023 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:33,037 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:33,052 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,066 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,079 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,095 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,110 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,126 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,142 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,156 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,170 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,186 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:33,202 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,215 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,230 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,244 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,261 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,276 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,293 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,309 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 22:03:33,325 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,335 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 22:03:33,352 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 22:03:33,368 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,382 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,397 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,413 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,429 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,443 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,459 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,474 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,490 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,506 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,521 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,538 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,554 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,567 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,582 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,598 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,612 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 22:03:33,625 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,641 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,656 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,672 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-24 22:03:33,679 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,693 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,706 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,720 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,732 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,748 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,763 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,779 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.857, mIoU: 0.418
2023-07-24 22:03:33,791 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,805 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,820 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,831 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,848 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,862 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:33,878 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,894 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,910 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,926 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,938 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,952 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,968 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,983 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:33,999 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,015 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,029 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,040 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,052 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,065 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 22:03:34,077 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,093 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,107 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,122 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,138 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,154 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,169 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,185 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,200 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,215 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,231 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,246 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,261 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,276 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,293 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,307 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,321 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,337 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:34,351 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,368 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,382 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,398 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,414 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,433 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,450 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,464 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,480 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.858, mIoU: 0.420
2023-07-24 22:03:34,495 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,511 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,527 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,540 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,554 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.859, mIoU: 0.421
2023-07-24 22:03:34,569 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.859, mIoU: 0.421
2023-07-24 22:03:34,584 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.859, mIoU: 0.422
2023-07-24 22:03:34,600 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.859, mIoU: 0.422
2023-07-24 22:03:34,615 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,630 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,646 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.859, mIoU: 0.422
2023-07-24 22:03:34,662 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,677 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,691 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,707 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,718 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,732 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,748 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.858, mIoU: 0.422
2023-07-24 22:03:34,760 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,776 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.858, mIoU: 0.421
2023-07-24 22:03:34,791 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:34,807 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,823 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,839 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,855 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,870 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,883 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,899 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,912 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,928 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,943 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,957 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,972 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:34,986 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 22:03:35,001 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,016 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,032 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,047 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,063 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,076 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,089 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,105 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,120 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,134 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,150 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 22:03:35,166 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 22:03:35,183 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.858, mIoU: 0.423
2023-07-24 22:03:35,197 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 22:03:35,211 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,227 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,244 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,261 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,275 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,289 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,304 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,320 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,336 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,351 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.857, mIoU: 0.420
2023-07-24 22:03:35,367 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,383 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,397 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.857, mIoU: 0.421
2023-07-24 22:03:35,413 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 22:03:35,428 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 22:03:35,443 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.856, mIoU: 0.421
2023-07-24 22:03:35,458 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:35,473 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:35,487 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:35,503 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:35,519 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:35,536 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:35,549 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:35,565 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,581 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.856, mIoU: 0.419
2023-07-24 22:03:35,597 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 22:03:35,611 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,627 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,643 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,658 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,675 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,691 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,706 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,720 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,735 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,752 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,765 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,781 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,794 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,804 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,819 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,834 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,847 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.855, mIoU: 0.419
2023-07-24 22:03:35,863 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,878 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,891 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,905 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,921 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,937 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:35,953 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,970 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:35,985 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,003 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,018 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,031 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,046 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,062 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,077 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,090 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,103 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,118 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-24 22:03:36,134 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-24 22:03:36,149 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,165 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,178 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,194 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,209 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,222 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,237 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,253 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,268 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-24 22:03:36,283 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,296 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,312 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,328 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,343 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-24 22:03:36,359 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,372 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,388 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,402 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,415 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,428 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,443 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,458 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,474 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,489 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,499 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,513 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,529 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,545 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.855, mIoU: 0.418
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2023-07-24 22:03:36,574 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,590 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,605 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,619 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,633 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,649 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,662 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,677 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,690 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-24 22:03:36,703 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.855, mIoU: 0.417
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2023-07-24 22:03:36,735 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.855, mIoU: 0.418
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2023-07-24 22:03:36,767 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.855, mIoU: 0.418
2023-07-24 22:03:36,781 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.855, mIoU: 0.417
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2023-07-24 22:03:36,826 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.855, mIoU: 0.419
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2023-07-24 22:03:37,118 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.854, mIoU: 0.420
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2023-07-24 22:03:37,389 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,405 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,421 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,434 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,450 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,467 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,482 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,494 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,509 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,525 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,536 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,551 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,567 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,582 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,596 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-24 22:03:37,609 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,624 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,639 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,654 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,667 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,683 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,695 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 22:03:37,709 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,724 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-24 22:03:37,739 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 22:03:37,754 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,769 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,786 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,799 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,815 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,830 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,846 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,861 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,874 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,888 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,904 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,920 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,936 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,949 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,962 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,978 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:37,993 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,007 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,020 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,036 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,051 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,066 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,081 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,096 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,112 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,125 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,140 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,155 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,169 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-24 22:03:38,185 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,201 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,217 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,232 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-24 22:03:38,248 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,264 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,279 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,294 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,310 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,326 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,342 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,357 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,373 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:03:38,389 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,402 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,415 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-24 22:03:38,431 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,447 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,460 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,475 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,491 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,506 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,521 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,536 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,551 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,566 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,579 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,593 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,607 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,620 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,634 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,649 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-24 22:03:38,665 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,678 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:38,691 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,706 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,718 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,732 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,748 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,764 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,779 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:38,795 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,809 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,825 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,840 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,854 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,871 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:38,887 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:38,903 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,916 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,932 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,948 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,963 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,978 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:38,991 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-24 22:03:39,006 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-24 22:03:39,022 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,037 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,053 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,066 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,081 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,096 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,111 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,127 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,142 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,157 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,173 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,183 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,198 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,211 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,225 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,243 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,258 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,273 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,286 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,299 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,313 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-24 22:03:39,329 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,343 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.851, mIoU: 0.414
2023-07-24 22:03:39,359 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,374 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,387 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,402 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,419 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,432 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,448 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,463 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,477 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-24 22:03:39,493 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.852, mIoU: 0.415
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2023-07-24 22:03:39,521 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.852, mIoU: 0.415
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2023-07-24 22:03:39,551 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,567 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.852, mIoU: 0.414
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2023-07-24 22:03:39,623 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.851, mIoU: 0.414
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2023-07-24 22:03:39,651 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:39,664 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.851, mIoU: 0.414
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2023-07-24 22:03:39,786 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.852, mIoU: 0.414
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2023-07-24 22:03:39,838 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.852, mIoU: 0.414
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2023-07-24 22:03:40,007 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.852, mIoU: 0.413
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2023-07-24 22:03:40,087 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,102 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,118 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,134 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.852, mIoU: 0.414
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2023-07-24 22:03:40,223 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,238 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.852, mIoU: 0.413
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2023-07-24 22:03:40,310 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,325 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,341 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,356 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,371 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,384 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,400 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,415 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,432 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,448 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,463 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,479 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,495 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,509 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,525 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,539 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,554 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,570 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,586 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,602 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,617 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,631 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,641 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,656 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,669 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,684 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,700 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,714 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,729 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,741 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,750 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,767 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,782 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,797 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-24 22:03:40,810 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,825 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,840 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,854 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,870 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,885 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,900 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,915 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-24 22:03:40,929 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,944 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:40,960 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 22:03:40,975 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 22:03:40,988 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 22:03:41,003 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 22:03:41,019 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 22:03:41,034 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-24 22:03:41,050 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 22:03:41,064 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 22:03:41,078 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-24 22:03:41,094 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 22:03:41,111 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-24 22:03:58,476 semantic_segmentation INFO: Iters: 23210/150000 || Lr: 0.017192 || Task Loss: 0.9023 || KD Loss: 0.3870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:40 || Estimated Time: 2 days, 13:36:27
2023-07-24 22:04:15,885 semantic_segmentation INFO: Iters: 23220/150000 || Lr: 0.017191 || Task Loss: 0.5946 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:58 || Estimated Time: 2 days, 13:36:10
2023-07-24 22:04:33,290 semantic_segmentation INFO: Iters: 23230/150000 || Lr: 0.017190 || Task Loss: 0.7144 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:15 || Estimated Time: 2 days, 13:35:52
2023-07-24 22:04:51,227 semantic_segmentation INFO: Iters: 23240/150000 || Lr: 0.017188 || Task Loss: 1.0984 || KD Loss: 0.5346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:33 || Estimated Time: 2 days, 13:35:36
2023-07-24 22:05:08,985 semantic_segmentation INFO: Iters: 23250/150000 || Lr: 0.017187 || Task Loss: 0.7174 || KD Loss: 0.2235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:51 || Estimated Time: 2 days, 13:35:20
2023-07-24 22:05:26,475 semantic_segmentation INFO: Iters: 23260/150000 || Lr: 0.017186 || Task Loss: 0.9130 || KD Loss: 0.3990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:08 || Estimated Time: 2 days, 13:35:03
2023-07-24 22:05:44,408 semantic_segmentation INFO: Iters: 23270/150000 || Lr: 0.017185 || Task Loss: 1.3045 || KD Loss: 0.4711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:26 || Estimated Time: 2 days, 13:34:48
2023-07-24 22:06:02,390 semantic_segmentation INFO: Iters: 23280/150000 || Lr: 0.017183 || Task Loss: 0.6278 || KD Loss: 0.2079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:44 || Estimated Time: 2 days, 13:34:33
2023-07-24 22:06:19,847 semantic_segmentation INFO: Iters: 23290/150000 || Lr: 0.017182 || Task Loss: 0.9079 || KD Loss: 0.3427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:02 || Estimated Time: 2 days, 13:34:15
2023-07-24 22:06:37,916 semantic_segmentation INFO: Iters: 23300/150000 || Lr: 0.017181 || Task Loss: 0.8403 || KD Loss: 0.3505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:20 || Estimated Time: 2 days, 13:34:01
2023-07-24 22:06:55,736 semantic_segmentation INFO: Iters: 23310/150000 || Lr: 0.017180 || Task Loss: 0.8384 || KD Loss: 0.2891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:38 || Estimated Time: 2 days, 13:33:45
2023-07-24 22:07:13,983 semantic_segmentation INFO: Iters: 23320/150000 || Lr: 0.017179 || Task Loss: 0.8473 || KD Loss: 0.3199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:56 || Estimated Time: 2 days, 13:33:32
2023-07-24 22:07:31,873 semantic_segmentation INFO: Iters: 23330/150000 || Lr: 0.017177 || Task Loss: 0.9334 || KD Loss: 0.3695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:14 || Estimated Time: 2 days, 13:33:17
2023-07-24 22:07:49,322 semantic_segmentation INFO: Iters: 23340/150000 || Lr: 0.017176 || Task Loss: 1.1761 || KD Loss: 0.5678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:31 || Estimated Time: 2 days, 13:32:59
2023-07-24 22:08:07,931 semantic_segmentation INFO: Iters: 23350/150000 || Lr: 0.017175 || Task Loss: 1.1427 || KD Loss: 0.4475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:50 || Estimated Time: 2 days, 13:32:47
2023-07-24 22:08:25,324 semantic_segmentation INFO: Iters: 23360/150000 || Lr: 0.017174 || Task Loss: 0.7902 || KD Loss: 0.3092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:07 || Estimated Time: 2 days, 13:32:29
2023-07-24 22:08:43,374 semantic_segmentation INFO: Iters: 23370/150000 || Lr: 0.017173 || Task Loss: 0.9517 || KD Loss: 0.3942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:25 || Estimated Time: 2 days, 13:32:15
2023-07-24 22:09:01,436 semantic_segmentation INFO: Iters: 23380/150000 || Lr: 0.017171 || Task Loss: 1.2222 || KD Loss: 0.4822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:43 || Estimated Time: 2 days, 13:32:00
2023-07-24 22:09:19,215 semantic_segmentation INFO: Iters: 23390/150000 || Lr: 0.017170 || Task Loss: 0.8209 || KD Loss: 0.3324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:01 || Estimated Time: 2 days, 13:31:44
2023-07-24 22:09:37,206 semantic_segmentation INFO: Iters: 23400/150000 || Lr: 0.017169 || Task Loss: 0.8005 || KD Loss: 0.2996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:19 || Estimated Time: 2 days, 13:31:29
2023-07-24 22:09:54,938 semantic_segmentation INFO: Iters: 23410/150000 || Lr: 0.017168 || Task Loss: 0.9181 || KD Loss: 0.3789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:37 || Estimated Time: 2 days, 13:31:13
2023-07-24 22:10:12,490 semantic_segmentation INFO: Iters: 23420/150000 || Lr: 0.017166 || Task Loss: 0.8658 || KD Loss: 0.3094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:54 || Estimated Time: 2 days, 13:30:56
2023-07-24 22:10:30,530 semantic_segmentation INFO: Iters: 23430/150000 || Lr: 0.017165 || Task Loss: 0.8345 || KD Loss: 0.2378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:12 || Estimated Time: 2 days, 13:30:42
2023-07-24 22:10:48,024 semantic_segmentation INFO: Iters: 23440/150000 || Lr: 0.017164 || Task Loss: 1.3210 || KD Loss: 0.5602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:30 || Estimated Time: 2 days, 13:30:24
2023-07-24 22:11:06,006 semantic_segmentation INFO: Iters: 23450/150000 || Lr: 0.017163 || Task Loss: 1.0536 || KD Loss: 0.4805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:48 || Estimated Time: 2 days, 13:30:09
2023-07-24 22:11:23,838 semantic_segmentation INFO: Iters: 23460/150000 || Lr: 0.017162 || Task Loss: 0.9587 || KD Loss: 0.3480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:06 || Estimated Time: 2 days, 13:29:53
2023-07-24 22:11:41,346 semantic_segmentation INFO: Iters: 23470/150000 || Lr: 0.017160 || Task Loss: 0.6830 || KD Loss: 0.2566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:23 || Estimated Time: 2 days, 13:29:36
2023-07-24 22:11:59,736 semantic_segmentation INFO: Iters: 23480/150000 || Lr: 0.017159 || Task Loss: 0.7550 || KD Loss: 0.3255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:42 || Estimated Time: 2 days, 13:29:23
2023-07-24 22:12:17,349 semantic_segmentation INFO: Iters: 23490/150000 || Lr: 0.017158 || Task Loss: 1.0507 || KD Loss: 0.4524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:59 || Estimated Time: 2 days, 13:29:06
2023-07-24 22:12:35,849 semantic_segmentation INFO: Iters: 23500/150000 || Lr: 0.017157 || Task Loss: 0.6671 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:18 || Estimated Time: 2 days, 13:28:54
2023-07-24 22:12:53,440 semantic_segmentation INFO: Iters: 23510/150000 || Lr: 0.017155 || Task Loss: 0.8039 || KD Loss: 0.2953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:35 || Estimated Time: 2 days, 13:28:37
2023-07-24 22:13:11,452 semantic_segmentation INFO: Iters: 23520/150000 || Lr: 0.017154 || Task Loss: 0.9936 || KD Loss: 0.5141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:53 || Estimated Time: 2 days, 13:28:23
2023-07-24 22:13:29,649 semantic_segmentation INFO: Iters: 23530/150000 || Lr: 0.017153 || Task Loss: 0.8202 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:11 || Estimated Time: 2 days, 13:28:09
2023-07-24 22:13:47,701 semantic_segmentation INFO: Iters: 23540/150000 || Lr: 0.017152 || Task Loss: 0.9714 || KD Loss: 0.3147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:29 || Estimated Time: 2 days, 13:27:55
2023-07-24 22:14:05,586 semantic_segmentation INFO: Iters: 23550/150000 || Lr: 0.017151 || Task Loss: 0.7040 || KD Loss: 0.2428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:47 || Estimated Time: 2 days, 13:27:39
2023-07-24 22:14:23,232 semantic_segmentation INFO: Iters: 23560/150000 || Lr: 0.017149 || Task Loss: 0.7545 || KD Loss: 0.2508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:05 || Estimated Time: 2 days, 13:27:22
2023-07-24 22:14:40,955 semantic_segmentation INFO: Iters: 23570/150000 || Lr: 0.017148 || Task Loss: 0.8004 || KD Loss: 0.2809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:23 || Estimated Time: 2 days, 13:27:06
2023-07-24 22:14:59,158 semantic_segmentation INFO: Iters: 23580/150000 || Lr: 0.017147 || Task Loss: 1.1535 || KD Loss: 0.4532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:41 || Estimated Time: 2 days, 13:26:52
2023-07-24 22:15:17,029 semantic_segmentation INFO: Iters: 23590/150000 || Lr: 0.017146 || Task Loss: 0.6306 || KD Loss: 0.1958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:59 || Estimated Time: 2 days, 13:26:37
2023-07-24 22:15:35,007 semantic_segmentation INFO: Iters: 23600/150000 || Lr: 0.017144 || Task Loss: 0.7621 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:17 || Estimated Time: 2 days, 13:26:22
2023-07-24 22:15:52,747 semantic_segmentation INFO: Iters: 23610/150000 || Lr: 0.017143 || Task Loss: 0.9727 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:35 || Estimated Time: 2 days, 13:26:06
2023-07-24 22:16:10,679 semantic_segmentation INFO: Iters: 23620/150000 || Lr: 0.017142 || Task Loss: 0.8223 || KD Loss: 0.2693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:52 || Estimated Time: 2 days, 13:25:50
2023-07-24 22:16:28,798 semantic_segmentation INFO: Iters: 23630/150000 || Lr: 0.017141 || Task Loss: 0.8551 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:11 || Estimated Time: 2 days, 13:25:36
2023-07-24 22:16:46,337 semantic_segmentation INFO: Iters: 23640/150000 || Lr: 0.017140 || Task Loss: 1.1559 || KD Loss: 0.5092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:28 || Estimated Time: 2 days, 13:25:19
2023-07-24 22:17:04,535 semantic_segmentation INFO: Iters: 23650/150000 || Lr: 0.017138 || Task Loss: 0.9427 || KD Loss: 0.4211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:46 || Estimated Time: 2 days, 13:25:05
2023-07-24 22:17:22,560 semantic_segmentation INFO: Iters: 23660/150000 || Lr: 0.017137 || Task Loss: 0.6309 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:04 || Estimated Time: 2 days, 13:24:51
2023-07-24 22:17:40,465 semantic_segmentation INFO: Iters: 23670/150000 || Lr: 0.017136 || Task Loss: 0.6444 || KD Loss: 0.2266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:22 || Estimated Time: 2 days, 13:24:35
2023-07-24 22:17:58,706 semantic_segmentation INFO: Iters: 23680/150000 || Lr: 0.017135 || Task Loss: 0.7970 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:40 || Estimated Time: 2 days, 13:24:22
2023-07-24 22:18:16,178 semantic_segmentation INFO: Iters: 23690/150000 || Lr: 0.017133 || Task Loss: 0.7993 || KD Loss: 0.3200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:58 || Estimated Time: 2 days, 13:24:04
2023-07-24 22:18:33,692 semantic_segmentation INFO: Iters: 23700/150000 || Lr: 0.017132 || Task Loss: 0.9009 || KD Loss: 0.3410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:15 || Estimated Time: 2 days, 13:23:47
2023-07-24 22:18:51,934 semantic_segmentation INFO: Iters: 23710/150000 || Lr: 0.017131 || Task Loss: 0.6739 || KD Loss: 0.1930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:34 || Estimated Time: 2 days, 13:23:33
2023-07-24 22:19:09,694 semantic_segmentation INFO: Iters: 23720/150000 || Lr: 0.017130 || Task Loss: 0.9126 || KD Loss: 0.3641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:51 || Estimated Time: 2 days, 13:23:17
2023-07-24 22:19:27,722 semantic_segmentation INFO: Iters: 23730/150000 || Lr: 0.017129 || Task Loss: 1.0953 || KD Loss: 0.4984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:10 || Estimated Time: 2 days, 13:23:02
2023-07-24 22:19:45,992 semantic_segmentation INFO: Iters: 23740/150000 || Lr: 0.017127 || Task Loss: 0.6935 || KD Loss: 0.2789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:28 || Estimated Time: 2 days, 13:22:49
2023-07-24 22:20:03,608 semantic_segmentation INFO: Iters: 23750/150000 || Lr: 0.017126 || Task Loss: 1.1068 || KD Loss: 0.5153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:45 || Estimated Time: 2 days, 13:22:32
2023-07-24 22:20:21,467 semantic_segmentation INFO: Iters: 23760/150000 || Lr: 0.017125 || Task Loss: 0.7663 || KD Loss: 0.2875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:03 || Estimated Time: 2 days, 13:22:16
2023-07-24 22:20:39,395 semantic_segmentation INFO: Iters: 23770/150000 || Lr: 0.017124 || Task Loss: 1.2641 || KD Loss: 0.5199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:21 || Estimated Time: 2 days, 13:22:01
2023-07-24 22:20:57,405 semantic_segmentation INFO: Iters: 23780/150000 || Lr: 0.017122 || Task Loss: 0.7186 || KD Loss: 0.3120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:39 || Estimated Time: 2 days, 13:21:46
2023-07-24 22:21:15,367 semantic_segmentation INFO: Iters: 23790/150000 || Lr: 0.017121 || Task Loss: 0.8048 || KD Loss: 0.2346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:57 || Estimated Time: 2 days, 13:21:31
2023-07-24 22:21:33,449 semantic_segmentation INFO: Iters: 23800/150000 || Lr: 0.017120 || Task Loss: 0.7648 || KD Loss: 0.2804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:15 || Estimated Time: 2 days, 13:21:17
2023-07-24 22:21:51,348 semantic_segmentation INFO: Iters: 23810/150000 || Lr: 0.017119 || Task Loss: 1.4482 || KD Loss: 0.5607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:33 || Estimated Time: 2 days, 13:21:02
2023-07-24 22:22:09,187 semantic_segmentation INFO: Iters: 23820/150000 || Lr: 0.017118 || Task Loss: 0.7568 || KD Loss: 0.2332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:51 || Estimated Time: 2 days, 13:20:46
2023-07-24 22:22:26,704 semantic_segmentation INFO: Iters: 23830/150000 || Lr: 0.017116 || Task Loss: 0.8998 || KD Loss: 0.4460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:08 || Estimated Time: 2 days, 13:20:28
2023-07-24 22:22:44,460 semantic_segmentation INFO: Iters: 23840/150000 || Lr: 0.017115 || Task Loss: 0.8293 || KD Loss: 0.3156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:26 || Estimated Time: 2 days, 13:20:12
2023-07-24 22:23:02,636 semantic_segmentation INFO: Iters: 23850/150000 || Lr: 0.017114 || Task Loss: 0.7683 || KD Loss: 0.2922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:44 || Estimated Time: 2 days, 13:19:58
2023-07-24 22:23:20,618 semantic_segmentation INFO: Iters: 23860/150000 || Lr: 0.017113 || Task Loss: 0.8212 || KD Loss: 0.2969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:02 || Estimated Time: 2 days, 13:19:44
2023-07-24 22:23:38,727 semantic_segmentation INFO: Iters: 23870/150000 || Lr: 0.017111 || Task Loss: 0.9234 || KD Loss: 0.3515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:21 || Estimated Time: 2 days, 13:19:29
2023-07-24 22:23:56,357 semantic_segmentation INFO: Iters: 23880/150000 || Lr: 0.017110 || Task Loss: 0.9439 || KD Loss: 0.4128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:38 || Estimated Time: 2 days, 13:19:12
2023-07-24 22:24:15,195 semantic_segmentation INFO: Iters: 23890/150000 || Lr: 0.017109 || Task Loss: 0.9454 || KD Loss: 0.3214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:57 || Estimated Time: 2 days, 13:19:02
2023-07-24 22:24:32,856 semantic_segmentation INFO: Iters: 23900/150000 || Lr: 0.017108 || Task Loss: 0.8305 || KD Loss: 0.2815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:15 || Estimated Time: 2 days, 13:18:45
2023-07-24 22:24:50,655 semantic_segmentation INFO: Iters: 23910/150000 || Lr: 0.017107 || Task Loss: 0.9387 || KD Loss: 0.3555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:32 || Estimated Time: 2 days, 13:18:29
2023-07-24 22:25:08,960 semantic_segmentation INFO: Iters: 23920/150000 || Lr: 0.017105 || Task Loss: 1.1818 || KD Loss: 0.5156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:51 || Estimated Time: 2 days, 13:18:16
2023-07-24 22:25:26,656 semantic_segmentation INFO: Iters: 23930/150000 || Lr: 0.017104 || Task Loss: 0.6405 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2482|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:08 || Estimated Time: 2 days, 13:17:59
2023-07-24 22:25:44,665 semantic_segmentation INFO: Iters: 23940/150000 || Lr: 0.017103 || Task Loss: 0.8772 || KD Loss: 0.2949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:26 || Estimated Time: 2 days, 13:17:43
2023-07-24 22:26:02,917 semantic_segmentation INFO: Iters: 23950/150000 || Lr: 0.017102 || Task Loss: 0.7313 || KD Loss: 0.2434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:45 || Estimated Time: 2 days, 13:17:31
2023-07-24 22:26:20,925 semantic_segmentation INFO: Iters: 23960/150000 || Lr: 0.017100 || Task Loss: 1.0427 || KD Loss: 0.4365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:03 || Estimated Time: 2 days, 13:17:16
2023-07-24 22:26:38,699 semantic_segmentation INFO: Iters: 23970/150000 || Lr: 0.017099 || Task Loss: 1.0578 || KD Loss: 0.3398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:20 || Estimated Time: 2 days, 13:17:00
2023-07-24 22:26:56,825 semantic_segmentation INFO: Iters: 23980/150000 || Lr: 0.017098 || Task Loss: 0.7643 || KD Loss: 0.2581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:39 || Estimated Time: 2 days, 13:16:46
2023-07-24 22:27:14,967 semantic_segmentation INFO: Iters: 23990/150000 || Lr: 0.017097 || Task Loss: 0.9828 || KD Loss: 0.3733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:57 || Estimated Time: 2 days, 13:16:31
2023-07-24 22:27:32,945 semantic_segmentation INFO: Iters: 24000/150000 || Lr: 0.017096 || Task Loss: 0.6303 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:15 || Estimated Time: 2 days, 13:16:16
2023-07-24 22:27:33,070 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 22:27:33,453 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.088
2023-07-24 22:27:33,466 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.128
2023-07-24 22:27:33,479 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.128
2023-07-24 22:27:33,495 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.130
2023-07-24 22:27:33,508 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.879, mIoU: 0.165
2023-07-24 22:27:33,521 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.891, mIoU: 0.209
2023-07-24 22:27:33,536 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.889, mIoU: 0.240
2023-07-24 22:27:33,550 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.900, mIoU: 0.270
2023-07-24 22:27:33,563 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.880, mIoU: 0.255
2023-07-24 22:27:33,578 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.875, mIoU: 0.254
2023-07-24 22:27:33,592 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.861, mIoU: 0.255
2023-07-24 22:27:33,607 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.868, mIoU: 0.255
2023-07-24 22:27:33,620 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.834, mIoU: 0.253
2023-07-24 22:27:33,635 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.837, mIoU: 0.254
2023-07-24 22:27:33,650 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.839, mIoU: 0.251
2023-07-24 22:27:33,663 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.846, mIoU: 0.250
2023-07-24 22:27:33,674 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.843, mIoU: 0.246
2023-07-24 22:27:33,687 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.848, mIoU: 0.246
2023-07-24 22:27:33,702 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.852, mIoU: 0.254
2023-07-24 22:27:33,719 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.855, mIoU: 0.302
2023-07-24 22:27:33,734 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.861, mIoU: 0.303
2023-07-24 22:27:33,749 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.863, mIoU: 0.298
2023-07-24 22:27:33,764 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.850, mIoU: 0.304
2023-07-24 22:27:33,780 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.847, mIoU: 0.300
2023-07-24 22:27:33,797 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.843, mIoU: 0.305
2023-07-24 22:27:33,811 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.842, mIoU: 0.308
2023-07-24 22:27:33,827 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.844, mIoU: 0.308
2023-07-24 22:27:33,840 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.848, mIoU: 0.309
2023-07-24 22:27:33,856 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.845, mIoU: 0.306
2023-07-24 22:27:33,872 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.851, mIoU: 0.306
2023-07-24 22:27:33,887 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.855, mIoU: 0.306
2023-07-24 22:27:33,903 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.859, mIoU: 0.309
2023-07-24 22:27:33,919 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.862, mIoU: 0.312
2023-07-24 22:27:33,935 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.863, mIoU: 0.310
2023-07-24 22:27:33,950 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.860, mIoU: 0.329
2023-07-24 22:27:33,966 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.863, mIoU: 0.331
2023-07-24 22:27:33,980 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.865, mIoU: 0.329
2023-07-24 22:27:33,993 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.868, mIoU: 0.340
2023-07-24 22:27:34,011 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.867, mIoU: 0.337
2023-07-24 22:27:34,025 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.867, mIoU: 0.338
2023-07-24 22:27:34,039 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.866, mIoU: 0.365
2023-07-24 22:27:34,055 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.869, mIoU: 0.364
2023-07-24 22:27:34,071 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.866, mIoU: 0.363
2023-07-24 22:27:34,086 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.866, mIoU: 0.363
2023-07-24 22:27:34,103 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.866, mIoU: 0.367
2023-07-24 22:27:34,119 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.867, mIoU: 0.369
2023-07-24 22:27:34,134 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.870, mIoU: 0.374
2023-07-24 22:27:34,147 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.871, mIoU: 0.376
2023-07-24 22:27:34,163 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.872, mIoU: 0.375
2023-07-24 22:27:34,181 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.872, mIoU: 0.376
2023-07-24 22:27:34,198 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.869, mIoU: 0.372
2023-07-24 22:27:34,214 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-24 22:27:34,228 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.873, mIoU: 0.368
2023-07-24 22:27:34,245 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.872, mIoU: 0.367
2023-07-24 22:27:34,261 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.871, mIoU: 0.365
2023-07-24 22:27:34,274 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.864, mIoU: 0.361
2023-07-24 22:27:34,291 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.865, mIoU: 0.360
2023-07-24 22:27:34,309 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.867, mIoU: 0.358
2023-07-24 22:27:34,322 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.868, mIoU: 0.359
2023-07-24 22:27:34,338 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.859, mIoU: 0.386
2023-07-24 22:27:34,352 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.857, mIoU: 0.372
2023-07-24 22:27:34,367 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.858, mIoU: 0.369
2023-07-24 22:27:34,381 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.860, mIoU: 0.369
2023-07-24 22:27:34,399 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.859, mIoU: 0.377
2023-07-24 22:27:34,413 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.861, mIoU: 0.390
2023-07-24 22:27:34,429 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.861, mIoU: 0.390
2023-07-24 22:27:34,446 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.863, mIoU: 0.390
2023-07-24 22:27:34,460 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.864, mIoU: 0.395
2023-07-24 22:27:34,476 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.865, mIoU: 0.395
2023-07-24 22:27:34,492 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.861, mIoU: 0.389
2023-07-24 22:27:34,509 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.862, mIoU: 0.412
2023-07-24 22:27:34,523 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.863, mIoU: 0.413
2023-07-24 22:27:34,539 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.862, mIoU: 0.405
2023-07-24 22:27:34,555 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.862, mIoU: 0.402
2023-07-24 22:27:34,571 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.864, mIoU: 0.420
2023-07-24 22:27:34,587 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.864, mIoU: 0.413
2023-07-24 22:27:34,603 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.860, mIoU: 0.410
2023-07-24 22:27:34,612 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.855, mIoU: 0.407
2023-07-24 22:27:34,628 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.854, mIoU: 0.418
2023-07-24 22:27:34,646 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-24 22:27:34,660 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-24 22:27:34,676 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-24 22:27:34,692 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-24 22:27:34,708 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:34,725 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.848, mIoU: 0.394
2023-07-24 22:27:34,741 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.848, mIoU: 0.395
2023-07-24 22:27:34,757 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.849, mIoU: 0.396
2023-07-24 22:27:34,773 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.846, mIoU: 0.390
2023-07-24 22:27:34,789 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 22:27:34,803 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-24 22:27:34,819 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 22:27:34,836 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 22:27:34,853 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.841, mIoU: 0.387
2023-07-24 22:27:34,869 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.842, mIoU: 0.399
2023-07-24 22:27:34,886 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.840, mIoU: 0.397
2023-07-24 22:27:34,902 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.841, mIoU: 0.398
2023-07-24 22:27:34,916 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.842, mIoU: 0.399
2023-07-24 22:27:34,930 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.843, mIoU: 0.397
2023-07-24 22:27:34,946 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.844, mIoU: 0.398
2023-07-24 22:27:34,960 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.839, mIoU: 0.383
2023-07-24 22:27:34,976 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.840, mIoU: 0.383
2023-07-24 22:27:34,991 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-24 22:27:35,005 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.842, mIoU: 0.384
2023-07-24 22:27:35,020 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-24 22:27:35,036 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.840, mIoU: 0.380
2023-07-24 22:27:35,050 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.841, mIoU: 0.384
2023-07-24 22:27:35,065 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.842, mIoU: 0.386
2023-07-24 22:27:35,081 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.842, mIoU: 0.386
2023-07-24 22:27:35,095 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.842, mIoU: 0.380
2023-07-24 22:27:35,109 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.842, mIoU: 0.379
2023-07-24 22:27:35,123 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.842, mIoU: 0.377
2023-07-24 22:27:35,136 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.843, mIoU: 0.379
2023-07-24 22:27:35,152 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.844, mIoU: 0.378
2023-07-24 22:27:35,167 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.844, mIoU: 0.379
2023-07-24 22:27:35,183 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.846, mIoU: 0.381
2023-07-24 22:27:35,197 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.846, mIoU: 0.381
2023-07-24 22:27:35,211 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.842, mIoU: 0.372
2023-07-24 22:27:35,226 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 22:27:35,241 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.843, mIoU: 0.372
2023-07-24 22:27:35,256 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.842, mIoU: 0.368
2023-07-24 22:27:35,272 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.843, mIoU: 0.368
2023-07-24 22:27:35,287 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.844, mIoU: 0.368
2023-07-24 22:27:35,301 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.845, mIoU: 0.366
2023-07-24 22:27:35,318 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.846, mIoU: 0.367
2023-07-24 22:27:35,334 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.847, mIoU: 0.367
2023-07-24 22:27:35,342 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.846, mIoU: 0.367
2023-07-24 22:27:35,355 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.847, mIoU: 0.366
2023-07-24 22:27:35,371 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.842, mIoU: 0.359
2023-07-24 22:27:35,380 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.842, mIoU: 0.360
2023-07-24 22:27:35,394 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.843, mIoU: 0.367
2023-07-24 22:27:35,410 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.844, mIoU: 0.367
2023-07-24 22:27:35,426 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.845, mIoU: 0.370
2023-07-24 22:27:35,440 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.846, mIoU: 0.370
2023-07-24 22:27:35,456 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.845, mIoU: 0.367
2023-07-24 22:27:35,470 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.845, mIoU: 0.369
2023-07-24 22:27:35,483 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.846, mIoU: 0.370
2023-07-24 22:27:35,499 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.843, mIoU: 0.369
2023-07-24 22:27:35,513 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.844, mIoU: 0.369
2023-07-24 22:27:35,529 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.845, mIoU: 0.370
2023-07-24 22:27:35,542 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.845, mIoU: 0.370
2023-07-24 22:27:35,558 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.845, mIoU: 0.371
2023-07-24 22:27:35,574 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.846, mIoU: 0.371
2023-07-24 22:27:35,589 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.847, mIoU: 0.379
2023-07-24 22:27:35,605 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.847, mIoU: 0.380
2023-07-24 22:27:35,621 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.848, mIoU: 0.381
2023-07-24 22:27:35,636 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-24 22:27:35,652 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-24 22:27:35,667 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.846, mIoU: 0.383
2023-07-24 22:27:35,678 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.845, mIoU: 0.386
2023-07-24 22:27:35,693 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 22:27:35,709 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.845, mIoU: 0.390
2023-07-24 22:27:35,723 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-24 22:27:35,739 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.845, mIoU: 0.387
2023-07-24 22:27:35,753 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.845, mIoU: 0.387
2023-07-24 22:27:35,767 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.846, mIoU: 0.387
2023-07-24 22:27:35,783 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.844, mIoU: 0.386
2023-07-24 22:27:35,799 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.845, mIoU: 0.386
2023-07-24 22:27:35,815 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.845, mIoU: 0.390
2023-07-24 22:27:35,831 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.846, mIoU: 0.391
2023-07-24 22:27:35,846 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.845, mIoU: 0.393
2023-07-24 22:27:35,862 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.846, mIoU: 0.393
2023-07-24 22:27:35,878 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 22:27:35,892 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 22:27:35,908 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.848, mIoU: 0.393
2023-07-24 22:27:35,921 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.848, mIoU: 0.392
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2023-07-24 22:27:38,926 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.845, mIoU: 0.396
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2023-07-24 22:27:39,000 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.845, mIoU: 0.395
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2023-07-24 22:27:39,090 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.845, mIoU: 0.391
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2023-07-24 22:27:39,121 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.846, mIoU: 0.393
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2023-07-24 22:27:39,169 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.846, mIoU: 0.392
2023-07-24 22:27:39,185 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.846, mIoU: 0.391
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2023-07-24 22:27:39,217 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.847, mIoU: 0.391
2023-07-24 22:27:39,233 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.847, mIoU: 0.391
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2023-07-24 22:27:39,623 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.850, mIoU: 0.392
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2023-07-24 22:27:39,844 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.848, mIoU: 0.395
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2023-07-24 22:27:39,888 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.848, mIoU: 0.398
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2023-07-24 22:27:39,933 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.849, mIoU: 0.397
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2023-07-24 22:27:40,010 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.849, mIoU: 0.396
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2023-07-24 22:27:40,408 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.847, mIoU: 0.389
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2023-07-24 22:27:40,427 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-24 22:27:40,441 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 22:27:40,455 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 22:27:40,471 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 22:27:40,484 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.848, mIoU: 0.391
2023-07-24 22:27:40,500 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.847, mIoU: 0.392
2023-07-24 22:27:40,517 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.848, mIoU: 0.392
2023-07-24 22:27:40,532 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.848, mIoU: 0.393
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2023-07-24 22:27:40,730 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.849, mIoU: 0.399
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2023-07-24 22:27:40,812 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.850, mIoU: 0.399
2023-07-24 22:27:40,826 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:40,842 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.850, mIoU: 0.401
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2023-07-24 22:27:40,873 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:40,882 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:40,898 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:40,914 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.851, mIoU: 0.402
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2023-07-24 22:27:41,144 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.851, mIoU: 0.399
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2023-07-24 22:27:41,549 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.850, mIoU: 0.413
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2023-07-24 22:27:41,701 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.849, mIoU: 0.411
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2023-07-24 22:27:41,917 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.849, mIoU: 0.409
2023-07-24 22:27:41,933 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:41,946 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:41,962 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:41,978 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:41,995 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.850, mIoU: 0.410
2023-07-24 22:27:42,006 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:42,022 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-24 22:27:42,038 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-24 22:27:42,052 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-24 22:27:42,067 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-24 22:27:42,081 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,097 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,113 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,128 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,142 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,155 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.849, mIoU: 0.406
2023-07-24 22:27:42,169 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,185 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,201 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,218 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,234 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,250 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,264 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,281 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,298 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,312 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,328 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.850, mIoU: 0.408
2023-07-24 22:27:42,343 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.851, mIoU: 0.408
2023-07-24 22:27:42,359 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,375 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,390 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,402 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.850, mIoU: 0.407
2023-07-24 22:27:42,418 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,433 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,448 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,464 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:42,480 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:42,492 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:42,507 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:42,522 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:42,537 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:42,551 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:42,566 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:42,581 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:42,597 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:42,612 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:42,629 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:42,645 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:42,661 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:42,677 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:42,693 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 22:27:42,707 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 22:27:42,723 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:42,740 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:42,756 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:42,770 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:42,787 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:42,801 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:42,817 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.849, mIoU: 0.399
2023-07-24 22:27:42,832 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.848, mIoU: 0.398
2023-07-24 22:27:42,849 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.848, mIoU: 0.398
2023-07-24 22:27:42,864 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.848, mIoU: 0.397
2023-07-24 22:27:42,880 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.848, mIoU: 0.398
2023-07-24 22:27:42,895 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:42,910 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:42,925 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.848, mIoU: 0.404
2023-07-24 22:27:42,939 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:42,955 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:42,973 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:42,988 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:43,004 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:43,014 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:43,028 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:43,045 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:43,059 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:43,074 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:43,088 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:43,103 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:43,119 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:43,136 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:43,152 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:43,169 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,183 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,198 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,212 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,228 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,244 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,260 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,276 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,292 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,307 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,321 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,337 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,352 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:43,366 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,379 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:43,394 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,410 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:43,426 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:43,440 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,456 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,473 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,489 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,503 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,517 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,525 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,541 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,558 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,573 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.848, mIoU: 0.404
2023-07-24 22:27:43,590 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,605 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,621 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:43,638 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,653 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-24 22:27:43,667 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-24 22:27:43,682 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-24 22:27:43,697 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-24 22:27:43,713 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,728 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,741 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,755 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,768 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:43,782 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:43,796 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:43,809 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:43,823 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:43,838 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,855 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,869 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,884 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,898 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,910 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:43,926 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:43,942 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:43,958 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:43,974 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:43,990 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:44,005 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:44,019 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:44,035 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:44,051 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,069 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,086 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,102 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.851, mIoU: 0.408
2023-07-24 22:27:44,118 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.851, mIoU: 0.408
2023-07-24 22:27:44,132 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,145 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,159 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,175 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,192 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,206 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,219 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,235 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,250 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,267 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,283 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,299 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,313 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,329 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,344 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:44,359 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,376 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,391 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:44,408 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:44,422 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,439 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,455 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,468 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,482 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,498 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:44,515 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:44,530 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:44,546 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:44,558 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:44,572 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:44,586 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:44,599 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:44,615 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:44,632 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:44,645 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:44,661 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:44,675 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:44,691 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:44,707 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:44,721 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:44,735 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,750 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,766 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,780 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,796 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,812 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,826 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,840 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,856 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.852, mIoU: 0.401
2023-07-24 22:27:44,872 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,889 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,903 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,917 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,931 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,947 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,960 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.852, mIoU: 0.402
2023-07-24 22:27:44,973 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:44,989 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,004 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,017 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,033 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,048 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,064 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,080 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,093 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,106 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,121 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,135 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,148 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,161 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,177 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,191 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,205 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,219 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,235 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,251 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,267 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,281 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-24 22:27:45,294 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,310 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.851, mIoU: 0.400
2023-07-24 22:27:45,326 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,342 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.851, mIoU: 0.401
2023-07-24 22:27:45,358 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,372 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,385 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-24 22:27:45,397 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,414 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,430 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,445 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,461 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,472 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,486 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,501 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,517 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,531 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:45,546 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,560 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,576 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,589 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,605 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,618 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:45,633 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,649 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,662 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:45,679 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:45,694 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,710 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,726 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,742 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,758 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,774 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:45,789 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,804 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,820 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,834 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,847 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,861 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,878 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,892 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:45,909 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:45,925 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,937 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,952 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,969 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,985 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:45,999 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,015 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,030 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,044 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,059 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,075 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,090 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,104 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,116 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,134 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:46,150 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:46,166 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:46,180 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-24 22:27:46,196 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-24 22:27:46,211 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-24 22:27:46,228 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,244 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,259 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,275 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,289 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,305 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,320 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,334 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,350 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,364 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,380 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,395 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,410 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,425 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,441 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,455 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,470 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,486 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,502 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,518 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,533 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,543 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,558 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,572 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,587 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-24 22:27:46,603 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,619 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:46,632 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,648 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,664 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,678 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,695 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,711 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:46,724 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:46,741 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:46,756 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,771 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,785 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:46,801 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:46,816 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:46,832 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:46,845 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:46,860 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:46,876 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:46,889 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:46,904 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:46,920 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,933 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,948 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-24 22:27:46,962 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.851, mIoU: 0.408
2023-07-24 22:27:46,977 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:46,993 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:47,009 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:47,025 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,041 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,056 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,070 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,084 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:47,100 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:47,113 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,127 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,142 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,157 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:47,173 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,189 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:47,202 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,215 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:47,232 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,247 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,260 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,275 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,288 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,304 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,318 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:47,336 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,352 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,367 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,377 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,394 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,411 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,424 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,440 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,456 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,472 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,486 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,502 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,518 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.853, mIoU: 0.404
2023-07-24 22:27:47,533 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.853, mIoU: 0.404
2023-07-24 22:27:47,548 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:47,563 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:47,580 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,596 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:47,609 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:47,624 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 22:27:47,639 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.853, mIoU: 0.403
2023-07-24 22:27:47,653 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-24 22:27:47,666 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:47,681 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,697 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,712 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,719 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,733 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:47,746 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.853, mIoU: 0.405
2023-07-24 22:27:47,759 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:47,772 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:27:47,788 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,803 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,819 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:27:47,831 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,845 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,861 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,872 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:47,888 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:47,902 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:47,918 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,934 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:47,949 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:47,964 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:47,976 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:47,990 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.853, mIoU: 0.406
2023-07-24 22:27:48,005 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,021 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,036 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,051 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,064 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,075 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,086 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,099 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,111 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,126 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-24 22:27:48,140 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:48,156 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:48,173 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:48,189 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-24 22:27:48,204 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:48,220 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:48,236 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-24 22:27:48,252 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:48,269 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,284 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,298 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-24 22:27:48,314 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-24 22:27:48,330 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-24 22:27:48,343 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,357 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-24 22:27:48,372 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,385 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-24 22:27:48,402 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:48,415 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:48,430 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,446 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,464 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:48,480 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:48,493 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:48,509 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,524 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,539 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,555 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,568 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,581 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,597 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,612 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,628 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.853, mIoU: 0.405
2023-07-24 22:27:48,643 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,658 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:48,674 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.853, mIoU: 0.405
2023-07-24 22:27:48,689 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,705 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,718 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,733 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,744 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,759 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:48,775 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-24 22:27:48,787 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,803 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,819 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,835 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:48,852 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,868 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,884 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:48,899 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-24 22:27:48,912 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,929 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,942 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,958 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,973 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:48,986 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:49,002 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:49,015 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:49,030 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:49,046 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-24 22:27:49,061 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,076 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,091 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,105 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,117 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,133 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,146 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:49,159 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-24 22:27:49,175 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:49,191 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:49,207 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:49,220 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-24 22:27:49,234 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,250 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,266 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,282 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,296 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,310 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,325 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,341 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,357 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,372 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,388 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,403 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,418 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-24 22:27:49,433 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,449 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-24 22:27:49,464 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:49,479 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:49,494 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:49,507 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:49,523 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:49,538 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-24 22:27:49,554 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:49,567 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-24 22:27:49,583 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,599 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,616 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,630 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,646 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,662 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,677 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,694 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,710 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,726 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,740 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,756 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,773 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,787 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,802 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,815 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,824 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,839 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,855 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:49,868 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:49,883 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,898 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,911 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,925 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,940 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:49,955 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,970 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:49,988 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,003 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,021 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:50,036 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,050 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,065 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,081 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,096 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,109 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,123 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,139 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,154 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,170 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,186 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,199 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,215 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,230 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,244 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,260 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,276 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,291 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,306 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,320 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 22:27:50,335 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,350 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,365 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,380 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,394 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.849, mIoU: 0.402
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2023-07-24 22:27:50,424 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,437 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.849, mIoU: 0.402
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2023-07-24 22:27:50,466 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,482 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,497 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,513 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,524 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,538 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,555 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,571 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,584 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,600 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,617 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,632 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,646 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,661 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,677 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,690 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,706 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,719 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:50,732 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:50,748 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-24 22:27:50,763 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,778 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,794 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-24 22:27:50,807 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,822 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,838 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-24 22:27:50,850 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,866 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,881 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:50,896 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,911 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,924 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,938 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,953 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:50,968 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:50,983 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:50,997 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:51,013 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:51,030 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:51,045 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:51,056 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:51,072 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:51,088 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:51,104 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:51,120 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:51,133 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:51,149 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:51,163 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:51,177 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,192 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,208 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,224 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,240 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,257 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,272 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,287 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,302 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,316 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,331 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,347 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:51,363 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,377 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,393 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,405 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,420 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,436 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,451 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,465 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,480 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,497 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,512 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,524 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,539 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,554 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,565 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,580 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,596 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,612 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,625 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:51,639 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,654 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,669 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,685 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,698 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,715 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,728 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,742 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,758 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,773 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,789 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,805 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,822 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,835 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,851 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,866 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,881 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,896 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:51,909 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,923 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,939 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,954 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,969 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,982 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:51,996 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,011 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,026 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,040 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,054 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,070 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,086 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,102 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,118 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,133 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,150 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,164 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,180 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,196 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,210 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:52,226 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,242 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,257 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,273 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:52,288 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:52,304 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,319 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,334 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,349 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,364 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,379 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,393 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,409 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,424 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,437 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:52,450 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,466 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,482 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,496 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,511 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,528 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,543 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,558 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,574 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,589 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,604 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,617 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,630 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,644 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:52,658 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:52,672 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,687 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,703 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,717 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,730 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,746 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:52,758 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,772 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,788 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,804 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,820 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,835 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,849 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,864 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:52,879 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,893 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,909 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,925 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,941 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,954 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,969 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:52,985 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:52,999 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:53,014 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:53,027 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.846, mIoU: 0.401
2023-07-24 22:27:53,043 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,058 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,074 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,090 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,103 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,118 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,134 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.847, mIoU: 0.403
2023-07-24 22:27:53,150 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.847, mIoU: 0.403
2023-07-24 22:27:53,166 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,181 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,197 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,213 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,223 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,238 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,252 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,265 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,283 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,299 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,313 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,326 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,340 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,354 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,369 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,383 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,398 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:53,413 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:53,427 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:53,442 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.848, mIoU: 0.402
2023-07-24 22:27:53,458 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:53,471 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:53,486 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:27:53,502 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.847, mIoU: 0.402
2023-07-24 22:27:53,515 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,531 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,543 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,559 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,575 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,591 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,606 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:53,619 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:53,633 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:53,648 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.847, mIoU: 0.401
2023-07-24 22:27:53,663 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:53,678 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,692 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,705 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,721 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,737 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,753 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:53,766 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,782 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,799 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,815 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,831 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:53,847 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:53,855 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,870 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:53,884 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.846, mIoU: 0.400
2023-07-24 22:27:53,898 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:53,913 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:53,929 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:53,944 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:53,960 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:53,976 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:53,992 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.846, mIoU: 0.399
2023-07-24 22:27:54,008 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,021 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,036 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,053 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,068 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,085 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.846, mIoU: 0.398
2023-07-24 22:27:54,101 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,118 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,132 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,147 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,163 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,179 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,192 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,206 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,222 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,238 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,253 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,269 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.847, mIoU: 0.398
2023-07-24 22:27:54,284 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,299 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,314 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,327 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,342 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,356 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,371 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,386 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,401 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,416 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,429 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,445 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,460 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,475 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,491 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,507 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,523 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,539 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,552 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,568 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,582 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,597 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,613 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,629 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,645 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,660 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,675 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,685 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,700 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,713 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,729 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,744 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,759 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.847, mIoU: 0.400
2023-07-24 22:27:54,774 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,786 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,795 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,812 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,827 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,843 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.847, mIoU: 0.399
2023-07-24 22:27:54,856 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,871 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,887 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,900 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,916 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,932 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,947 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,963 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.848, mIoU: 0.399
2023-07-24 22:27:54,976 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:54,992 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,007 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,023 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,036 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,051 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,067 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.848, mIoU: 0.400
2023-07-24 22:27:55,082 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:55,099 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:55,112 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:55,126 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:55,141 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-24 22:27:55,159 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.848, mIoU: 0.403
2023-07-24 22:28:12,542 semantic_segmentation INFO: Iters: 24010/150000 || Lr: 0.017094 || Task Loss: 1.3751 || KD Loss: 0.6419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:54 || Estimated Time: 2 days, 13:17:55
2023-07-24 22:28:29,869 semantic_segmentation INFO: Iters: 24020/150000 || Lr: 0.017093 || Task Loss: 0.9040 || KD Loss: 0.3731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:12 || Estimated Time: 2 days, 13:17:37
2023-07-24 22:28:48,222 semantic_segmentation INFO: Iters: 24030/150000 || Lr: 0.017092 || Task Loss: 0.8900 || KD Loss: 0.3225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:30 || Estimated Time: 2 days, 13:17:23
2023-07-24 22:29:06,658 semantic_segmentation INFO: Iters: 24040/150000 || Lr: 0.017091 || Task Loss: 0.9850 || KD Loss: 0.3821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:48 || Estimated Time: 2 days, 13:17:11
2023-07-24 22:29:24,749 semantic_segmentation INFO: Iters: 24050/150000 || Lr: 0.017089 || Task Loss: 0.8464 || KD Loss: 0.2822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:07 || Estimated Time: 2 days, 13:16:56
2023-07-24 22:29:42,458 semantic_segmentation INFO: Iters: 24060/150000 || Lr: 0.017088 || Task Loss: 1.2442 || KD Loss: 0.4376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:24 || Estimated Time: 2 days, 13:16:39
2023-07-24 22:30:00,392 semantic_segmentation INFO: Iters: 24070/150000 || Lr: 0.017087 || Task Loss: 1.1272 || KD Loss: 0.5098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:42 || Estimated Time: 2 days, 13:16:24
2023-07-24 22:30:18,027 semantic_segmentation INFO: Iters: 24080/150000 || Lr: 0.017086 || Task Loss: 1.2145 || KD Loss: 0.4370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:00 || Estimated Time: 2 days, 13:16:07
2023-07-24 22:30:36,345 semantic_segmentation INFO: Iters: 24090/150000 || Lr: 0.017085 || Task Loss: 0.8751 || KD Loss: 0.2880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:18 || Estimated Time: 2 days, 13:15:54
2023-07-24 22:30:54,422 semantic_segmentation INFO: Iters: 24100/150000 || Lr: 0.017083 || Task Loss: 0.9431 || KD Loss: 0.3877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:36 || Estimated Time: 2 days, 13:15:39
2023-07-24 22:31:12,503 semantic_segmentation INFO: Iters: 24110/150000 || Lr: 0.017082 || Task Loss: 0.8923 || KD Loss: 0.3637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:54 || Estimated Time: 2 days, 13:15:25
2023-07-24 22:31:30,610 semantic_segmentation INFO: Iters: 24120/150000 || Lr: 0.017081 || Task Loss: 0.6790 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:12 || Estimated Time: 2 days, 13:15:10
2023-07-24 22:31:48,641 semantic_segmentation INFO: Iters: 24130/150000 || Lr: 0.017080 || Task Loss: 0.8277 || KD Loss: 0.3808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:30 || Estimated Time: 2 days, 13:14:56
2023-07-24 22:32:06,742 semantic_segmentation INFO: Iters: 24140/150000 || Lr: 0.017079 || Task Loss: 0.8403 || KD Loss: 0.2727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:49 || Estimated Time: 2 days, 13:14:41
2023-07-24 22:32:24,964 semantic_segmentation INFO: Iters: 24150/150000 || Lr: 0.017077 || Task Loss: 1.2629 || KD Loss: 0.5397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:07 || Estimated Time: 2 days, 13:14:27
2023-07-24 22:32:43,096 semantic_segmentation INFO: Iters: 24160/150000 || Lr: 0.017076 || Task Loss: 0.8388 || KD Loss: 0.3214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:25 || Estimated Time: 2 days, 13:14:13
2023-07-24 22:33:00,544 semantic_segmentation INFO: Iters: 24170/150000 || Lr: 0.017075 || Task Loss: 1.1675 || KD Loss: 0.4629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:42 || Estimated Time: 2 days, 13:13:55
2023-07-24 22:33:18,838 semantic_segmentation INFO: Iters: 24180/150000 || Lr: 0.017074 || Task Loss: 0.7973 || KD Loss: 0.2448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:01 || Estimated Time: 2 days, 13:13:41
2023-07-24 22:33:36,994 semantic_segmentation INFO: Iters: 24190/150000 || Lr: 0.017072 || Task Loss: 0.8799 || KD Loss: 0.3137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:19 || Estimated Time: 2 days, 13:13:27
2023-07-24 22:33:55,362 semantic_segmentation INFO: Iters: 24200/150000 || Lr: 0.017071 || Task Loss: 1.0031 || KD Loss: 0.4661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:37 || Estimated Time: 2 days, 13:13:14
2023-07-24 22:34:13,242 semantic_segmentation INFO: Iters: 24210/150000 || Lr: 0.017070 || Task Loss: 1.0449 || KD Loss: 0.3503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:55 || Estimated Time: 2 days, 13:12:58
2023-07-24 22:34:31,163 semantic_segmentation INFO: Iters: 24220/150000 || Lr: 0.017069 || Task Loss: 0.7843 || KD Loss: 0.3119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:13 || Estimated Time: 2 days, 13:12:43
2023-07-24 22:34:49,581 semantic_segmentation INFO: Iters: 24230/150000 || Lr: 0.017068 || Task Loss: 1.1218 || KD Loss: 0.4636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:31 || Estimated Time: 2 days, 13:12:30
2023-07-24 22:35:07,799 semantic_segmentation INFO: Iters: 24240/150000 || Lr: 0.017066 || Task Loss: 0.7067 || KD Loss: 0.2383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:50 || Estimated Time: 2 days, 13:12:16
2023-07-24 22:35:25,407 semantic_segmentation INFO: Iters: 24250/150000 || Lr: 0.017065 || Task Loss: 0.8502 || KD Loss: 0.3088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:07 || Estimated Time: 2 days, 13:11:59
2023-07-24 22:35:43,150 semantic_segmentation INFO: Iters: 24260/150000 || Lr: 0.017064 || Task Loss: 1.1519 || KD Loss: 0.5232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:25 || Estimated Time: 2 days, 13:11:43
2023-07-24 22:36:01,509 semantic_segmentation INFO: Iters: 24270/150000 || Lr: 0.017063 || Task Loss: 0.9850 || KD Loss: 0.4000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:43 || Estimated Time: 2 days, 13:11:30
2023-07-24 22:36:19,395 semantic_segmentation INFO: Iters: 24280/150000 || Lr: 0.017061 || Task Loss: 0.8110 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:01 || Estimated Time: 2 days, 13:11:14
2023-07-24 22:36:37,467 semantic_segmentation INFO: Iters: 24290/150000 || Lr: 0.017060 || Task Loss: 0.9208 || KD Loss: 0.3014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:19 || Estimated Time: 2 days, 13:10:59
2023-07-24 22:36:55,384 semantic_segmentation INFO: Iters: 24300/150000 || Lr: 0.017059 || Task Loss: 1.2666 || KD Loss: 0.5170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:37 || Estimated Time: 2 days, 13:10:44
2023-07-24 22:37:13,247 semantic_segmentation INFO: Iters: 24310/150000 || Lr: 0.017058 || Task Loss: 0.8641 || KD Loss: 0.3045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:55 || Estimated Time: 2 days, 13:10:28
2023-07-24 22:37:31,663 semantic_segmentation INFO: Iters: 24320/150000 || Lr: 0.017057 || Task Loss: 0.9256 || KD Loss: 0.3927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:13 || Estimated Time: 2 days, 13:10:15
2023-07-24 22:37:50,089 semantic_segmentation INFO: Iters: 24330/150000 || Lr: 0.017055 || Task Loss: 1.1609 || KD Loss: 0.4840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:32 || Estimated Time: 2 days, 13:10:02
2023-07-24 22:38:07,714 semantic_segmentation INFO: Iters: 24340/150000 || Lr: 0.017054 || Task Loss: 0.6131 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:49 || Estimated Time: 2 days, 13:09:45
2023-07-24 22:38:25,688 semantic_segmentation INFO: Iters: 24350/150000 || Lr: 0.017053 || Task Loss: 0.6492 || KD Loss: 0.3149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:07 || Estimated Time: 2 days, 13:09:30
2023-07-24 22:38:43,954 semantic_segmentation INFO: Iters: 24360/150000 || Lr: 0.017052 || Task Loss: 0.7645 || KD Loss: 0.3416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:26 || Estimated Time: 2 days, 13:09:17
2023-07-24 22:39:01,599 semantic_segmentation INFO: Iters: 24370/150000 || Lr: 0.017050 || Task Loss: 0.6810 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:43 || Estimated Time: 2 days, 13:09:00
2023-07-24 22:39:19,875 semantic_segmentation INFO: Iters: 24380/150000 || Lr: 0.017049 || Task Loss: 0.7526 || KD Loss: 0.2664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:02 || Estimated Time: 2 days, 13:08:46
2023-07-24 22:39:38,043 semantic_segmentation INFO: Iters: 24390/150000 || Lr: 0.017048 || Task Loss: 1.0913 || KD Loss: 0.3831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:20 || Estimated Time: 2 days, 13:08:32
2023-07-24 22:39:55,675 semantic_segmentation INFO: Iters: 24400/150000 || Lr: 0.017047 || Task Loss: 0.5845 || KD Loss: 0.1959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:37 || Estimated Time: 2 days, 13:08:15
2023-07-24 22:40:13,409 semantic_segmentation INFO: Iters: 24410/150000 || Lr: 0.017046 || Task Loss: 0.8490 || KD Loss: 0.3752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:55 || Estimated Time: 2 days, 13:07:58
2023-07-24 22:40:31,835 semantic_segmentation INFO: Iters: 24420/150000 || Lr: 0.017044 || Task Loss: 0.9668 || KD Loss: 0.3410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:14 || Estimated Time: 2 days, 13:07:46
2023-07-24 22:40:49,962 semantic_segmentation INFO: Iters: 24430/150000 || Lr: 0.017043 || Task Loss: 0.5662 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:32 || Estimated Time: 2 days, 13:07:31
2023-07-24 22:41:07,720 semantic_segmentation INFO: Iters: 24440/150000 || Lr: 0.017042 || Task Loss: 0.8836 || KD Loss: 0.2829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:50 || Estimated Time: 2 days, 13:07:15
2023-07-24 22:41:25,946 semantic_segmentation INFO: Iters: 24450/150000 || Lr: 0.017041 || Task Loss: 0.5868 || KD Loss: 0.2425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:08 || Estimated Time: 2 days, 13:07:01
2023-07-24 22:41:44,456 semantic_segmentation INFO: Iters: 24460/150000 || Lr: 0.017039 || Task Loss: 0.8684 || KD Loss: 0.2802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:26 || Estimated Time: 2 days, 13:06:48
2023-07-24 22:42:02,145 semantic_segmentation INFO: Iters: 24470/150000 || Lr: 0.017038 || Task Loss: 0.9956 || KD Loss: 0.3614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:44 || Estimated Time: 2 days, 13:06:32
2023-07-24 22:42:20,614 semantic_segmentation INFO: Iters: 24480/150000 || Lr: 0.017037 || Task Loss: 0.6942 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:02 || Estimated Time: 2 days, 13:06:19
2023-07-24 22:42:38,649 semantic_segmentation INFO: Iters: 24490/150000 || Lr: 0.017036 || Task Loss: 0.8226 || KD Loss: 0.2864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:20 || Estimated Time: 2 days, 13:06:04
2023-07-24 22:42:56,683 semantic_segmentation INFO: Iters: 24500/150000 || Lr: 0.017035 || Task Loss: 1.0806 || KD Loss: 0.4232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:38 || Estimated Time: 2 days, 13:05:49
2023-07-24 22:43:14,802 semantic_segmentation INFO: Iters: 24510/150000 || Lr: 0.017033 || Task Loss: 0.9825 || KD Loss: 0.4165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:57 || Estimated Time: 2 days, 13:05:34
2023-07-24 22:43:33,078 semantic_segmentation INFO: Iters: 24520/150000 || Lr: 0.017032 || Task Loss: 1.1916 || KD Loss: 0.4795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:15 || Estimated Time: 2 days, 13:05:21
2023-07-24 22:43:50,833 semantic_segmentation INFO: Iters: 24530/150000 || Lr: 0.017031 || Task Loss: 0.8008 || KD Loss: 0.2590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:33 || Estimated Time: 2 days, 13:05:05
2023-07-24 22:44:08,724 semantic_segmentation INFO: Iters: 24540/150000 || Lr: 0.017030 || Task Loss: 0.9077 || KD Loss: 0.3706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:51 || Estimated Time: 2 days, 13:04:49
2023-07-24 22:44:27,169 semantic_segmentation INFO: Iters: 24550/150000 || Lr: 0.017028 || Task Loss: 1.0828 || KD Loss: 0.5128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:09 || Estimated Time: 2 days, 13:04:36
2023-07-24 22:44:45,182 semantic_segmentation INFO: Iters: 24560/150000 || Lr: 0.017027 || Task Loss: 0.6850 || KD Loss: 0.2601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:27 || Estimated Time: 2 days, 13:04:21
2023-07-24 22:45:02,986 semantic_segmentation INFO: Iters: 24570/150000 || Lr: 0.017026 || Task Loss: 0.7225 || KD Loss: 0.2894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:45 || Estimated Time: 2 days, 13:04:05
2023-07-24 22:45:20,779 semantic_segmentation INFO: Iters: 24580/150000 || Lr: 0.017025 || Task Loss: 0.8863 || KD Loss: 0.3937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:03 || Estimated Time: 2 days, 13:03:49
2023-07-24 22:45:38,717 semantic_segmentation INFO: Iters: 24590/150000 || Lr: 0.017024 || Task Loss: 0.9461 || KD Loss: 0.3055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:20 || Estimated Time: 2 days, 13:03:33
2023-07-24 22:45:56,990 semantic_segmentation INFO: Iters: 24600/150000 || Lr: 0.017022 || Task Loss: 0.9289 || KD Loss: 0.3206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:39 || Estimated Time: 2 days, 13:03:20
2023-07-24 22:46:15,321 semantic_segmentation INFO: Iters: 24610/150000 || Lr: 0.017021 || Task Loss: 1.3285 || KD Loss: 0.6010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:57 || Estimated Time: 2 days, 13:03:06
2023-07-24 22:46:33,235 semantic_segmentation INFO: Iters: 24620/150000 || Lr: 0.017020 || Task Loss: 0.8762 || KD Loss: 0.3279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:15 || Estimated Time: 2 days, 13:02:51
2023-07-24 22:46:51,075 semantic_segmentation INFO: Iters: 24630/150000 || Lr: 0.017019 || Task Loss: 0.9936 || KD Loss: 0.4798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:33 || Estimated Time: 2 days, 13:02:35
2023-07-24 22:47:09,118 semantic_segmentation INFO: Iters: 24640/150000 || Lr: 0.017017 || Task Loss: 1.0702 || KD Loss: 0.4278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:51 || Estimated Time: 2 days, 13:02:20
2023-07-24 22:47:27,260 semantic_segmentation INFO: Iters: 24650/150000 || Lr: 0.017016 || Task Loss: 0.7648 || KD Loss: 0.3243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:09 || Estimated Time: 2 days, 13:02:05
2023-07-24 22:47:45,285 semantic_segmentation INFO: Iters: 24660/150000 || Lr: 0.017015 || Task Loss: 0.8692 || KD Loss: 0.3350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:27 || Estimated Time: 2 days, 13:01:50
2023-07-24 22:48:03,369 semantic_segmentation INFO: Iters: 24670/150000 || Lr: 0.017014 || Task Loss: 0.7081 || KD Loss: 0.2592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:45 || Estimated Time: 2 days, 13:01:36
2023-07-24 22:48:21,791 semantic_segmentation INFO: Iters: 24680/150000 || Lr: 0.017013 || Task Loss: 0.8630 || KD Loss: 0.3664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:04 || Estimated Time: 2 days, 13:01:23
2023-07-24 22:48:39,587 semantic_segmentation INFO: Iters: 24690/150000 || Lr: 0.017011 || Task Loss: 1.0836 || KD Loss: 0.4678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:21 || Estimated Time: 2 days, 13:01:06
2023-07-24 22:48:57,780 semantic_segmentation INFO: Iters: 24700/150000 || Lr: 0.017010 || Task Loss: 0.6877 || KD Loss: 0.2104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:40 || Estimated Time: 2 days, 13:00:52
2023-07-24 22:49:15,567 semantic_segmentation INFO: Iters: 24710/150000 || Lr: 0.017009 || Task Loss: 0.7419 || KD Loss: 0.2881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:57 || Estimated Time: 2 days, 13:00:36
2023-07-24 22:49:33,575 semantic_segmentation INFO: Iters: 24720/150000 || Lr: 0.017008 || Task Loss: 0.9324 || KD Loss: 0.3532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:15 || Estimated Time: 2 days, 13:00:21
2023-07-24 22:49:51,897 semantic_segmentation INFO: Iters: 24730/150000 || Lr: 0.017006 || Task Loss: 0.6480 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:34 || Estimated Time: 2 days, 13:00:07
2023-07-24 22:50:09,782 semantic_segmentation INFO: Iters: 24740/150000 || Lr: 0.017005 || Task Loss: 1.0457 || KD Loss: 0.4655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:52 || Estimated Time: 2 days, 12:59:52
2023-07-24 22:50:27,659 semantic_segmentation INFO: Iters: 24750/150000 || Lr: 0.017004 || Task Loss: 0.7531 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:09 || Estimated Time: 2 days, 12:59:36
2023-07-24 22:50:45,646 semantic_segmentation INFO: Iters: 24760/150000 || Lr: 0.017003 || Task Loss: 0.7475 || KD Loss: 0.3720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:27 || Estimated Time: 2 days, 12:59:21
2023-07-24 22:51:04,015 semantic_segmentation INFO: Iters: 24770/150000 || Lr: 0.017002 || Task Loss: 0.6406 || KD Loss: 0.1899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:46 || Estimated Time: 2 days, 12:59:07
2023-07-24 22:51:22,008 semantic_segmentation INFO: Iters: 24780/150000 || Lr: 0.017000 || Task Loss: 1.1734 || KD Loss: 0.5113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:04 || Estimated Time: 2 days, 12:58:52
2023-07-24 22:51:40,202 semantic_segmentation INFO: Iters: 24790/150000 || Lr: 0.016999 || Task Loss: 0.8377 || KD Loss: 0.3930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:22 || Estimated Time: 2 days, 12:58:38
2023-07-24 22:51:57,953 semantic_segmentation INFO: Iters: 24800/150000 || Lr: 0.016998 || Task Loss: 0.8289 || KD Loss: 0.3523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:40 || Estimated Time: 2 days, 12:58:22
2023-07-24 22:51:58,077 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 22:51:58,462 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.088
2023-07-24 22:51:58,476 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.127
2023-07-24 22:51:58,489 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.128
2023-07-24 22:51:58,505 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.929, mIoU: 0.126
2023-07-24 22:51:58,520 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.909, mIoU: 0.193
2023-07-24 22:51:58,534 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.917, mIoU: 0.238
2023-07-24 22:51:58,550 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.275
2023-07-24 22:51:58,565 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.918, mIoU: 0.281
2023-07-24 22:51:58,580 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.909, mIoU: 0.277
2023-07-24 22:51:58,595 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.900, mIoU: 0.273
2023-07-24 22:51:58,611 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.890, mIoU: 0.273
2023-07-24 22:51:58,627 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.893, mIoU: 0.274
2023-07-24 22:51:58,640 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.858, mIoU: 0.272
2023-07-24 22:51:58,655 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.852, mIoU: 0.255
2023-07-24 22:51:58,671 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.858, mIoU: 0.261
2023-07-24 22:51:58,684 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.864, mIoU: 0.259
2023-07-24 22:51:58,697 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.858, mIoU: 0.252
2023-07-24 22:51:58,711 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.848, mIoU: 0.247
2023-07-24 22:51:58,727 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.854, mIoU: 0.256
2023-07-24 22:51:58,745 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.859, mIoU: 0.287
2023-07-24 22:51:58,761 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.865, mIoU: 0.288
2023-07-24 22:51:58,778 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.866, mIoU: 0.286
2023-07-24 22:51:58,794 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.860, mIoU: 0.317
2023-07-24 22:51:58,812 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.858, mIoU: 0.310
2023-07-24 22:51:58,829 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.858, mIoU: 0.326
2023-07-24 22:51:58,845 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.857, mIoU: 0.330
2023-07-24 22:51:58,861 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.859, mIoU: 0.326
2023-07-24 22:51:58,873 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.863, mIoU: 0.327
2023-07-24 22:51:58,890 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.859, mIoU: 0.316
2023-07-24 22:51:58,907 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.864, mIoU: 0.316
2023-07-24 22:51:58,922 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.868, mIoU: 0.316
2023-07-24 22:51:58,939 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.871, mIoU: 0.318
2023-07-24 22:51:58,956 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.873, mIoU: 0.322
2023-07-24 22:51:58,972 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.320
2023-07-24 22:51:58,989 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.352
2023-07-24 22:51:59,005 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.877, mIoU: 0.353
2023-07-24 22:51:59,019 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.879, mIoU: 0.349
2023-07-24 22:51:59,033 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.881, mIoU: 0.358
2023-07-24 22:51:59,050 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.881, mIoU: 0.360
2023-07-24 22:51:59,064 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.880, mIoU: 0.359
2023-07-24 22:51:59,078 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.872, mIoU: 0.373
2023-07-24 22:51:59,094 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.875, mIoU: 0.373
2023-07-24 22:51:59,109 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-24 22:51:59,124 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-24 22:51:59,141 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.872, mIoU: 0.376
2023-07-24 22:51:59,158 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.873, mIoU: 0.377
2023-07-24 22:51:59,173 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.875, mIoU: 0.384
2023-07-24 22:51:59,187 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.876, mIoU: 0.385
2023-07-24 22:51:59,204 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.385
2023-07-24 22:51:59,222 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.876, mIoU: 0.382
2023-07-24 22:51:59,240 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.875, mIoU: 0.378
2023-07-24 22:51:59,257 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-24 22:51:59,272 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.879, mIoU: 0.376
2023-07-24 22:51:59,290 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.878, mIoU: 0.376
2023-07-24 22:51:59,306 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.877, mIoU: 0.372
2023-07-24 22:51:59,321 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.876, mIoU: 0.368
2023-07-24 22:51:59,337 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.877, mIoU: 0.368
2023-07-24 22:51:59,356 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.879, mIoU: 0.367
2023-07-24 22:51:59,370 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.879, mIoU: 0.367
2023-07-24 22:51:59,386 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.869, mIoU: 0.357
2023-07-24 22:51:59,400 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.868, mIoU: 0.355
2023-07-24 22:51:59,416 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.869, mIoU: 0.352
2023-07-24 22:51:59,430 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.871, mIoU: 0.352
2023-07-24 22:51:59,449 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.873, mIoU: 0.364
2023-07-24 22:51:59,463 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.874, mIoU: 0.376
2023-07-24 22:51:59,479 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.875, mIoU: 0.376
2023-07-24 22:51:59,495 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.876, mIoU: 0.375
2023-07-24 22:51:59,509 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-24 22:51:59,525 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.875, mIoU: 0.373
2023-07-24 22:51:59,541 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.871, mIoU: 0.371
2023-07-24 22:51:59,559 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.871, mIoU: 0.392
2023-07-24 22:51:59,573 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.872, mIoU: 0.391
2023-07-24 22:51:59,589 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.871, mIoU: 0.384
2023-07-24 22:51:59,606 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.873, mIoU: 0.384
2023-07-24 22:51:59,621 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.874, mIoU: 0.401
2023-07-24 22:51:59,638 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.873, mIoU: 0.394
2023-07-24 22:51:59,654 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.868, mIoU: 0.390
2023-07-24 22:51:59,664 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.868, mIoU: 0.390
2023-07-24 22:51:59,680 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.867, mIoU: 0.398
2023-07-24 22:51:59,698 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.868, mIoU: 0.402
2023-07-24 22:51:59,712 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.858, mIoU: 0.390
2023-07-24 22:51:59,729 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.856, mIoU: 0.388
2023-07-24 22:51:59,745 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.855, mIoU: 0.385
2023-07-24 22:51:59,762 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.852, mIoU: 0.369
2023-07-24 22:51:59,779 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.850, mIoU: 0.363
2023-07-24 22:51:59,796 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.850, mIoU: 0.361
2023-07-24 22:51:59,813 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.851, mIoU: 0.363
2023-07-24 22:51:59,829 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.850, mIoU: 0.358
2023-07-24 22:51:59,845 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.849, mIoU: 0.357
2023-07-24 22:51:59,859 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.849, mIoU: 0.357
2023-07-24 22:51:59,875 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.850, mIoU: 0.364
2023-07-24 22:51:59,892 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.851, mIoU: 0.365
2023-07-24 22:51:59,908 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.844, mIoU: 0.361
2023-07-24 22:51:59,924 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.845, mIoU: 0.368
2023-07-24 22:51:59,941 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.844, mIoU: 0.368
2023-07-24 22:51:59,957 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.845, mIoU: 0.368
2023-07-24 22:51:59,971 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.846, mIoU: 0.369
2023-07-24 22:51:59,985 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.847, mIoU: 0.374
2023-07-24 22:52:00,001 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.847, mIoU: 0.374
2023-07-24 22:52:00,016 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.847, mIoU: 0.379
2023-07-24 22:52:00,032 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.847, mIoU: 0.378
2023-07-24 22:52:00,047 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.848, mIoU: 0.378
2023-07-24 22:52:00,061 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.849, mIoU: 0.379
2023-07-24 22:52:00,077 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.848, mIoU: 0.378
2023-07-24 22:52:00,093 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.848, mIoU: 0.379
2023-07-24 22:52:00,107 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.849, mIoU: 0.385
2023-07-24 22:52:00,123 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.849, mIoU: 0.387
2023-07-24 22:52:00,139 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.850, mIoU: 0.387
2023-07-24 22:52:00,153 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.851, mIoU: 0.390
2023-07-24 22:52:00,168 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.851, mIoU: 0.389
2023-07-24 22:52:00,181 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.852, mIoU: 0.395
2023-07-24 22:52:00,196 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.853, mIoU: 0.396
2023-07-24 22:52:00,212 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.854, mIoU: 0.396
2023-07-24 22:52:00,228 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.854, mIoU: 0.397
2023-07-24 22:52:00,245 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.855, mIoU: 0.401
2023-07-24 22:52:00,259 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.855, mIoU: 0.401
2023-07-24 22:52:00,273 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.854, mIoU: 0.397
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2023-07-24 22:52:00,318 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.853, mIoU: 0.392
2023-07-24 22:52:00,334 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.854, mIoU: 0.391
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2023-07-24 22:52:00,363 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.856, mIoU: 0.390
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2023-07-24 22:52:00,434 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.852, mIoU: 0.380
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2023-07-24 22:52:00,490 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.852, mIoU: 0.389
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2023-07-24 22:52:00,534 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.853, mIoU: 0.393
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2023-07-24 22:52:00,741 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.852, mIoU: 0.397
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2023-07-24 22:52:00,768 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.853, mIoU: 0.422
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2023-07-24 22:52:01,182 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.849, mIoU: 0.402
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2023-07-24 22:52:01,843 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.848, mIoU: 0.414
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2023-07-24 22:52:01,871 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.849, mIoU: 0.412
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2023-07-24 22:52:02,193 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.844, mIoU: 0.413
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2023-07-24 22:52:02,225 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.845, mIoU: 0.420
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2023-07-24 22:52:02,274 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.841, mIoU: 0.417
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2023-07-24 22:52:02,323 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.841, mIoU: 0.421
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2023-07-24 22:52:03,336 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.840, mIoU: 0.413
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2023-07-24 22:52:03,475 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.843, mIoU: 0.413
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2023-07-24 22:52:03,508 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.843, mIoU: 0.414
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2023-07-24 22:52:03,654 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.846, mIoU: 0.420
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2023-07-24 22:52:03,730 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.847, mIoU: 0.421
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2023-07-24 22:52:03,761 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.847, mIoU: 0.423
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2023-07-24 22:52:03,823 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.848, mIoU: 0.423
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2023-07-24 22:52:04,037 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.846, mIoU: 0.420
2023-07-24 22:52:04,053 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.845, mIoU: 0.419
2023-07-24 22:52:04,068 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.845, mIoU: 0.417
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2023-07-24 22:52:04,171 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.845, mIoU: 0.414
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2023-07-24 22:52:04,342 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.847, mIoU: 0.412
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2023-07-24 22:52:04,371 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.847, mIoU: 0.412
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2023-07-24 22:52:04,401 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.848, mIoU: 0.414
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2023-07-24 22:52:04,862 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.848, mIoU: 0.412
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2023-07-24 22:52:04,958 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.846, mIoU: 0.412
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2023-07-24 22:52:05,366 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.845, mIoU: 0.411
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2023-07-24 22:52:06,120 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-24 22:52:06,134 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.850, mIoU: 0.426
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2023-07-24 22:52:06,356 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-24 22:52:06,372 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-24 22:52:06,385 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:06,400 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.848, mIoU: 0.419
2023-07-24 22:52:06,416 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:06,431 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:06,447 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-24 22:52:06,463 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:06,476 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:06,492 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-24 22:52:06,508 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-24 22:52:06,522 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.849, mIoU: 0.426
2023-07-24 22:52:06,538 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.849, mIoU: 0.426
2023-07-24 22:52:06,551 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-24 22:52:06,567 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-24 22:52:06,581 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-24 22:52:06,593 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-24 22:52:06,606 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-24 22:52:06,622 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:06,637 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:06,653 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,669 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-24 22:52:06,678 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-24 22:52:06,694 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:06,711 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,727 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,743 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,759 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,772 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,786 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 22:52:06,801 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-24 22:52:06,817 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-24 22:52:06,832 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:06,845 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-24 22:52:06,859 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:06,874 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:06,889 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:06,906 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:06,920 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:06,936 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-24 22:52:06,953 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-24 22:52:06,969 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:06,984 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:07,000 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-24 22:52:07,017 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-24 22:52:07,031 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-24 22:52:07,047 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,063 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,079 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,095 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,108 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,124 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,140 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,157 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,168 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,184 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:07,200 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,213 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:07,228 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.847, mIoU: 0.417
2023-07-24 22:52:07,241 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,257 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,272 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,287 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,301 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,314 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,329 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,345 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,362 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,378 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,394 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,410 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,424 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.848, mIoU: 0.418
2023-07-24 22:52:07,441 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.848, mIoU: 0.418
2023-07-24 22:52:07,457 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.849, mIoU: 0.418
2023-07-24 22:52:07,471 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,488 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,504 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,520 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:07,536 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,552 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,564 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,580 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.848, mIoU: 0.416
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2023-07-24 22:52:07,611 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,627 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:07,643 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.848, mIoU: 0.415
2023-07-24 22:52:07,656 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.848, mIoU: 0.415
2023-07-24 22:52:07,672 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.849, mIoU: 0.415
2023-07-24 22:52:07,688 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,704 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,718 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,733 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,748 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,765 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,780 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,796 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.849, mIoU: 0.416
2023-07-24 22:52:07,812 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,827 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.849, mIoU: 0.417
2023-07-24 22:52:07,843 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.850, mIoU: 0.417
2023-07-24 22:52:07,857 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.849, mIoU: 0.415
2023-07-24 22:52:07,871 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.849, mIoU: 0.415
2023-07-24 22:52:07,886 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.848, mIoU: 0.414
2023-07-24 22:52:07,902 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.848, mIoU: 0.414
2023-07-24 22:52:07,918 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.848, mIoU: 0.414
2023-07-24 22:52:07,931 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.848, mIoU: 0.415
2023-07-24 22:52:07,948 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.847, mIoU: 0.413
2023-07-24 22:52:07,962 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.848, mIoU: 0.413
2023-07-24 22:52:07,979 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.848, mIoU: 0.413
2023-07-24 22:52:07,995 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.848, mIoU: 0.413
2023-07-24 22:52:08,011 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.848, mIoU: 0.413
2023-07-24 22:52:08,027 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.848, mIoU: 0.413
2023-07-24 22:52:08,043 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.848, mIoU: 0.414
2023-07-24 22:52:08,059 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.848, mIoU: 0.416
2023-07-24 22:52:08,075 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.848, mIoU: 0.417
2023-07-24 22:52:08,090 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,105 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,121 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:08,140 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:08,155 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:08,171 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.848, mIoU: 0.421
2023-07-24 22:52:08,182 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,195 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,211 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.848, mIoU: 0.420
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2023-07-24 22:52:08,240 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,253 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.848, mIoU: 0.419
2023-07-24 22:52:08,267 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.848, mIoU: 0.420
2023-07-24 22:52:08,283 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.849, mIoU: 0.420
2023-07-24 22:52:08,300 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.849, mIoU: 0.420
2023-07-24 22:52:08,316 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.849, mIoU: 0.420
2023-07-24 22:52:08,333 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,347 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,362 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,376 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,391 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,408 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.849, mIoU: 0.423
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2023-07-24 22:52:08,440 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-24 22:52:08,456 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-24 22:52:08,471 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-24 22:52:08,485 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.849, mIoU: 0.422
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2023-07-24 22:52:08,531 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-24 22:52:08,544 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-24 22:52:08,559 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-24 22:52:08,576 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-24 22:52:08,591 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.850, mIoU: 0.424
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2023-07-24 22:52:08,621 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.850, mIoU: 0.425
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2023-07-24 22:52:08,652 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.850, mIoU: 0.425
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2023-07-24 22:52:08,679 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:08,687 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:08,703 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:08,719 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.851, mIoU: 0.427
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2023-07-24 22:52:09,233 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.851, mIoU: 0.427
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2023-07-24 22:52:09,295 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.850, mIoU: 0.428
2023-07-24 22:52:09,309 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,322 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:09,338 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:09,355 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,369 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,383 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,400 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,415 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,432 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,448 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,464 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,478 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:09,494 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,508 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,523 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,539 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,554 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,571 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,585 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,601 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,618 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,632 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,645 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:09,661 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,677 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,693 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,709 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,722 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,736 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,751 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:09,765 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:09,781 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,799 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:09,813 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,829 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,844 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,859 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,875 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,890 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:09,903 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:09,920 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:09,935 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:09,950 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:09,965 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:09,981 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:09,996 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,009 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,025 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,041 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,059 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,072 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,087 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,101 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,117 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,130 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,144 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,159 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,176 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.851, mIoU: 0.423
2023-07-24 22:52:10,190 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,207 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,224 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.851, mIoU: 0.423
2023-07-24 22:52:10,241 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,259 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,273 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,287 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,302 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,317 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,331 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,346 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.851, mIoU: 0.424
2023-07-24 22:52:10,363 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,377 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,390 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,405 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,421 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,437 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,454 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,467 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,481 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,496 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,512 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,527 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,543 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,556 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,570 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,582 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,599 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,615 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,631 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,646 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,658 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,671 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,687 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-24 22:52:10,703 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,717 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,733 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.852, mIoU: 0.425
2023-07-24 22:52:10,747 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-24 22:52:10,763 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,777 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,793 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:10,807 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,823 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,839 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,853 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,869 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.851, mIoU: 0.425
2023-07-24 22:52:10,885 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,901 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,917 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,933 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,948 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,964 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:10,979 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:10,995 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:11,011 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,024 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,038 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,052 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,070 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,084 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.851, mIoU: 0.426
2023-07-24 22:52:11,101 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,116 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,128 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,144 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,160 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,176 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,191 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,208 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,224 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,238 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,253 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,271 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,287 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,302 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,314 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,333 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:11,349 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-24 22:52:11,366 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:11,380 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-24 22:52:11,397 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,412 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,428 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,444 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,457 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,473 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,486 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,502 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-24 22:52:11,516 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-24 22:52:11,530 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,546 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,559 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,574 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,590 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-24 22:52:11,605 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,620 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,635 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,651 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,666 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,683 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,698 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,714 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,730 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,741 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,756 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-24 22:52:11,769 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,785 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,800 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,817 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-24 22:52:11,831 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,848 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,864 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-24 22:52:11,879 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,897 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,913 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,927 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-24 22:52:11,944 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-24 22:52:11,960 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-24 22:52:11,976 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-24 22:52:11,990 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-24 22:52:12,006 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-24 22:52:12,021 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,038 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,051 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,067 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,083 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,097 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,112 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,127 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,140 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,155 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,169 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-24 22:52:12,184 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-24 22:52:12,199 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-24 22:52:12,215 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-24 22:52:12,231 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,248 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,264 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-24 22:52:12,278 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,292 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,308 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,322 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,335 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,351 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,367 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,383 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,399 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,413 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,427 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,444 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,459 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-24 22:52:12,473 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,489 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,503 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,519 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,534 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,551 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,566 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,582 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,592 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,608 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,625 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,639 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,654 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,670 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,686 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-24 22:52:12,699 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,715 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,730 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,746 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,762 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,777 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-24 22:52:12,795 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,811 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,824 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,841 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,857 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,872 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-24 22:52:12,886 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.854, mIoU: 0.432
2023-07-24 22:52:12,902 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,919 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,935 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,942 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,957 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,971 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.854, mIoU: 0.433
2023-07-24 22:52:12,984 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.854, mIoU: 0.434
2023-07-24 22:52:12,998 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.854, mIoU: 0.434
2023-07-24 22:52:13,014 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,029 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,045 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.854, mIoU: 0.434
2023-07-24 22:52:13,057 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,071 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,087 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,098 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,114 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,128 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,143 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,158 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,174 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,189 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,201 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,215 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,230 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:13,247 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,263 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,280 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,294 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,305 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,318 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,332 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:13,346 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:13,362 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:13,376 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,392 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,409 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,425 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,440 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,456 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,472 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,488 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,504 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,519 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,534 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,550 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,566 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,579 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,593 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,609 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:13,622 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,638 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,652 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:13,668 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,684 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,703 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,720 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,734 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,750 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,767 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,782 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,798 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-24 22:52:13,812 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-24 22:52:13,826 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-24 22:52:13,842 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-24 22:52:13,858 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-24 22:52:13,874 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.856, mIoU: 0.438
2023-07-24 22:52:13,890 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:13,906 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-24 22:52:13,922 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-24 22:52:13,938 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:13,953 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:13,967 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:13,983 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:13,993 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,007 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,022 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,034 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,050 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,066 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,082 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,099 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,115 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,131 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,147 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,160 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,176 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,189 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,205 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,221 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,234 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,250 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,263 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,279 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,295 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,311 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,327 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,343 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,356 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,369 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,385 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,399 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,413 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-24 22:52:14,429 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:14,444 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:14,460 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:14,474 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-24 22:52:14,488 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,504 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,520 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,537 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,551 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,564 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,580 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,596 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,612 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,627 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-24 22:52:14,643 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-24 22:52:14,659 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,674 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,689 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,706 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.854, mIoU: 0.437
2023-07-24 22:52:14,721 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-24 22:52:14,736 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,752 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,765 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-24 22:52:14,781 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,796 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,812 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,825 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,841 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,856 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,873 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,886 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,902 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,918 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-24 22:52:14,933 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,949 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,964 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,980 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:14,994 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,010 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,027 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,041 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,056 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,070 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,079 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,095 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,110 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,124 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,140 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,156 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,169 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,183 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,198 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,213 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,229 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,246 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,261 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,279 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,294 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,308 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,324 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,341 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,357 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,370 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,384 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,400 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,416 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,432 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,448 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,462 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,478 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.852, mIoU: 0.435
2023-07-24 22:52:15,493 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,506 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,522 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,539 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,554 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:15,570 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,584 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,599 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,614 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,629 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,645 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,659 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,674 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,688 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,702 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,715 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,731 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,747 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,763 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,779 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:15,790 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,804 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,821 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,837 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,851 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,867 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,884 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,900 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,913 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,928 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,943 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,957 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,972 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:15,986 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:15,999 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-24 22:52:16,014 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:16,029 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,044 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:16,059 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:16,073 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:16,088 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,103 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,115 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:16,131 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.852, mIoU: 0.436
2023-07-24 22:52:16,147 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,163 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,178 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-24 22:52:16,191 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,205 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,221 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,236 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,252 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,265 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,281 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,299 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,313 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,323 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,339 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,355 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,370 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,386 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,399 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,414 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-24 22:52:16,429 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,442 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.852, mIoU: 0.439
2023-07-24 22:52:16,457 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.852, mIoU: 0.439
2023-07-24 22:52:16,472 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,487 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,503 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,520 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,535 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,550 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,566 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,580 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,595 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.852, mIoU: 0.439
2023-07-24 22:52:16,611 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.852, mIoU: 0.438
2023-07-24 22:52:16,627 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,640 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,656 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,668 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,683 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,700 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,716 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,729 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,745 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,762 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,778 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,790 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,806 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:16,821 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:16,832 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,847 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:16,863 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:16,879 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,892 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,905 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,920 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,935 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.851, mIoU: 0.436
2023-07-24 22:52:16,951 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,965 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,981 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:16,994 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,008 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,024 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,039 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,055 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,070 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,087 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,101 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,117 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,132 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,148 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,164 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.851, mIoU: 0.438
2023-07-24 22:52:17,178 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,191 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.850, mIoU: 0.437
2023-07-24 22:52:17,208 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,224 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,240 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,254 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.851, mIoU: 0.437
2023-07-24 22:52:17,268 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.850, mIoU: 0.436
2023-07-24 22:52:17,284 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.850, mIoU: 0.436
2023-07-24 22:52:17,299 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,313 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,327 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,343 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,358 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,374 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,389 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,405 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,422 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,435 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,450 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,466 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,479 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:17,494 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,510 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,525 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,541 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:17,557 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,572 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,588 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,603 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,619 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,634 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,651 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,666 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:17,682 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,698 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,712 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:17,725 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,741 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,757 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,770 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,786 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,802 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,817 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,833 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,848 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,863 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,878 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,891 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,904 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,918 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,931 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:17,945 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,961 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,977 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:17,991 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,005 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,021 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,033 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,048 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,064 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,081 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:18,096 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:18,112 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,126 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,142 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,157 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:18,171 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:18,187 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:18,203 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-24 22:52:18,219 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-24 22:52:18,233 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,248 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,263 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-24 22:52:18,278 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,293 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,306 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,321 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:18,336 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,352 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,368 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,382 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,398 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:18,414 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,430 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,446 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 22:52:18,462 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,477 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,494 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,505 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,520 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,534 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-24 22:52:18,548 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,566 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,581 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,595 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,608 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:18,622 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:18,636 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:18,651 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:18,665 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,680 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,695 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,708 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,723 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,739 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,752 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,767 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,783 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,797 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:18,812 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:18,825 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:18,841 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:18,857 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:18,872 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,888 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,902 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,915 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,930 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,946 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,961 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,974 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:18,988 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,003 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,019 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,035 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,048 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,064 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,081 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,097 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,112 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,128 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,136 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,151 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,164 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,178 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,194 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,210 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.851, mIoU: 0.435
2023-07-24 22:52:19,226 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,242 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,259 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,274 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,290 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,304 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,319 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,337 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,352 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,369 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,384 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,401 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,415 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,430 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,446 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,461 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,475 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,489 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,504 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,520 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,535 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,550 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,566 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,582 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,597 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,611 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:19,626 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,640 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,656 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:19,672 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,688 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,704 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,718 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,734 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,749 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,766 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,781 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,796 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,812 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,828 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 22:52:19,841 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-24 22:52:19,857 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,870 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,886 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,901 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,916 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,931 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:19,946 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,961 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,971 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:19,987 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,000 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,016 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,031 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,047 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,063 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,075 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,086 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,103 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,119 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,134 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,148 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,164 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,179 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,193 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,209 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,224 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,239 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,254 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,267 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,282 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,298 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,313 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 22:52:20,325 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,340 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,355 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-24 22:52:20,370 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.852, mIoU: 0.434
2023-07-24 22:52:20,386 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-24 22:52:20,399 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-24 22:52:20,414 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-24 22:52:20,430 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-24 22:52:20,447 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-24 22:52:38,158 semantic_segmentation INFO: Iters: 24810/150000 || Lr: 0.016997 || Task Loss: 1.3785 || KD Loss: 0.5507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:20 || Estimated Time: 2 days, 12:59:59
2023-07-24 22:52:56,099 semantic_segmentation INFO: Iters: 24820/150000 || Lr: 0.016995 || Task Loss: 0.9295 || KD Loss: 0.3773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:38 || Estimated Time: 2 days, 12:59:43
2023-07-24 22:53:13,807 semantic_segmentation INFO: Iters: 24830/150000 || Lr: 0.016994 || Task Loss: 0.6256 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:56 || Estimated Time: 2 days, 12:59:27
2023-07-24 22:53:31,875 semantic_segmentation INFO: Iters: 24840/150000 || Lr: 0.016993 || Task Loss: 0.6162 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:14 || Estimated Time: 2 days, 12:59:11
2023-07-24 22:53:49,793 semantic_segmentation INFO: Iters: 24850/150000 || Lr: 0.016992 || Task Loss: 0.8719 || KD Loss: 0.2617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:32 || Estimated Time: 2 days, 12:58:56
2023-07-24 22:54:08,048 semantic_segmentation INFO: Iters: 24860/150000 || Lr: 0.016991 || Task Loss: 1.4609 || KD Loss: 0.4816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:50 || Estimated Time: 2 days, 12:58:42
2023-07-24 22:54:26,050 semantic_segmentation INFO: Iters: 24870/150000 || Lr: 0.016989 || Task Loss: 1.2287 || KD Loss: 0.3304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2388|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:08 || Estimated Time: 2 days, 12:58:27
2023-07-24 22:54:44,159 semantic_segmentation INFO: Iters: 24880/150000 || Lr: 0.016988 || Task Loss: 0.7557 || KD Loss: 0.2876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:26 || Estimated Time: 2 days, 12:58:12
2023-07-24 22:55:02,270 semantic_segmentation INFO: Iters: 24890/150000 || Lr: 0.016987 || Task Loss: 0.7885 || KD Loss: 0.2548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:44 || Estimated Time: 2 days, 12:57:57
2023-07-24 22:55:20,488 semantic_segmentation INFO: Iters: 24900/150000 || Lr: 0.016986 || Task Loss: 0.8640 || KD Loss: 0.3382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:02 || Estimated Time: 2 days, 12:57:43
2023-07-24 22:55:38,926 semantic_segmentation INFO: Iters: 24910/150000 || Lr: 0.016984 || Task Loss: 0.5881 || KD Loss: 0.1776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:21 || Estimated Time: 2 days, 12:57:30
2023-07-24 22:55:56,773 semantic_segmentation INFO: Iters: 24920/150000 || Lr: 0.016983 || Task Loss: 0.9885 || KD Loss: 0.4327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:39 || Estimated Time: 2 days, 12:57:14
2023-07-24 22:56:14,570 semantic_segmentation INFO: Iters: 24930/150000 || Lr: 0.016982 || Task Loss: 0.7956 || KD Loss: 0.2669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:56 || Estimated Time: 2 days, 12:56:58
2023-07-24 22:56:32,951 semantic_segmentation INFO: Iters: 24940/150000 || Lr: 0.016981 || Task Loss: 1.0313 || KD Loss: 0.4245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:15 || Estimated Time: 2 days, 12:56:44
2023-07-24 22:56:51,253 semantic_segmentation INFO: Iters: 24950/150000 || Lr: 0.016980 || Task Loss: 0.4881 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:33 || Estimated Time: 2 days, 12:56:31
2023-07-24 22:57:09,647 semantic_segmentation INFO: Iters: 24960/150000 || Lr: 0.016978 || Task Loss: 0.8008 || KD Loss: 0.3208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:51 || Estimated Time: 2 days, 12:56:17
2023-07-24 22:57:27,774 semantic_segmentation INFO: Iters: 24970/150000 || Lr: 0.016977 || Task Loss: 0.8633 || KD Loss: 0.4466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:10 || Estimated Time: 2 days, 12:56:03
2023-07-24 22:57:45,823 semantic_segmentation INFO: Iters: 24980/150000 || Lr: 0.016976 || Task Loss: 1.5638 || KD Loss: 0.6046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:28 || Estimated Time: 2 days, 12:55:48
2023-07-24 22:58:04,301 semantic_segmentation INFO: Iters: 24990/150000 || Lr: 0.016975 || Task Loss: 1.1675 || KD Loss: 0.4625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:46 || Estimated Time: 2 days, 12:55:35
2023-07-24 22:58:22,034 semantic_segmentation INFO: Iters: 25000/150000 || Lr: 0.016973 || Task Loss: 0.5682 || KD Loss: 0.1894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:04 || Estimated Time: 2 days, 12:55:18
2023-07-24 22:58:40,409 semantic_segmentation INFO: Iters: 25010/150000 || Lr: 0.016972 || Task Loss: 0.9600 || KD Loss: 0.4311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:22 || Estimated Time: 2 days, 12:55:05
2023-07-24 22:58:58,727 semantic_segmentation INFO: Iters: 25020/150000 || Lr: 0.016971 || Task Loss: 0.6957 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:41 || Estimated Time: 2 days, 12:54:51
2023-07-24 22:59:17,119 semantic_segmentation INFO: Iters: 25030/150000 || Lr: 0.016970 || Task Loss: 0.8147 || KD Loss: 0.3128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:59 || Estimated Time: 2 days, 12:54:38
2023-07-24 22:59:34,818 semantic_segmentation INFO: Iters: 25040/150000 || Lr: 0.016969 || Task Loss: 0.8590 || KD Loss: 0.3213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:17 || Estimated Time: 2 days, 12:54:21
2023-07-24 22:59:52,688 semantic_segmentation INFO: Iters: 25050/150000 || Lr: 0.016967 || Task Loss: 1.2135 || KD Loss: 0.5297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:34 || Estimated Time: 2 days, 12:54:05
2023-07-24 23:00:10,701 semantic_segmentation INFO: Iters: 25060/150000 || Lr: 0.016966 || Task Loss: 0.9177 || KD Loss: 0.2466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:52 || Estimated Time: 2 days, 12:53:50
2023-07-24 23:00:28,829 semantic_segmentation INFO: Iters: 25070/150000 || Lr: 0.016965 || Task Loss: 0.4879 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:11 || Estimated Time: 2 days, 12:53:35
2023-07-24 23:00:47,297 semantic_segmentation INFO: Iters: 25080/150000 || Lr: 0.016964 || Task Loss: 1.0431 || KD Loss: 0.4240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:29 || Estimated Time: 2 days, 12:53:22
2023-07-24 23:01:05,334 semantic_segmentation INFO: Iters: 25090/150000 || Lr: 0.016962 || Task Loss: 0.6334 || KD Loss: 0.2375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:47 || Estimated Time: 2 days, 12:53:07
2023-07-24 23:01:23,452 semantic_segmentation INFO: Iters: 25100/150000 || Lr: 0.016961 || Task Loss: 0.9013 || KD Loss: 0.2536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2492|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:05 || Estimated Time: 2 days, 12:52:52
2023-07-24 23:01:41,726 semantic_segmentation INFO: Iters: 25110/150000 || Lr: 0.016960 || Task Loss: 0.8465 || KD Loss: 0.2646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:24 || Estimated Time: 2 days, 12:52:38
2023-07-24 23:01:59,560 semantic_segmentation INFO: Iters: 25120/150000 || Lr: 0.016959 || Task Loss: 1.0563 || KD Loss: 0.4190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:41 || Estimated Time: 2 days, 12:52:22
2023-07-24 23:02:18,046 semantic_segmentation INFO: Iters: 25130/150000 || Lr: 0.016958 || Task Loss: 0.7033 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:00 || Estimated Time: 2 days, 12:52:09
2023-07-24 23:02:36,451 semantic_segmentation INFO: Iters: 25140/150000 || Lr: 0.016956 || Task Loss: 0.7710 || KD Loss: 0.3170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:18 || Estimated Time: 2 days, 12:51:56
2023-07-24 23:02:54,670 semantic_segmentation INFO: Iters: 25150/150000 || Lr: 0.016955 || Task Loss: 0.8376 || KD Loss: 0.2272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:36 || Estimated Time: 2 days, 12:51:42
2023-07-24 23:03:12,508 semantic_segmentation INFO: Iters: 25160/150000 || Lr: 0.016954 || Task Loss: 0.8872 || KD Loss: 0.2340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:54 || Estimated Time: 2 days, 12:51:26
2023-07-24 23:03:30,280 semantic_segmentation INFO: Iters: 25170/150000 || Lr: 0.016953 || Task Loss: 0.7847 || KD Loss: 0.2808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:12 || Estimated Time: 2 days, 12:51:09
2023-07-24 23:03:48,614 semantic_segmentation INFO: Iters: 25180/150000 || Lr: 0.016951 || Task Loss: 0.5490 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:30 || Estimated Time: 2 days, 12:50:56
2023-07-24 23:04:06,691 semantic_segmentation INFO: Iters: 25190/150000 || Lr: 0.016950 || Task Loss: 1.0023 || KD Loss: 0.4573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:48 || Estimated Time: 2 days, 12:50:41
2023-07-24 23:04:24,527 semantic_segmentation INFO: Iters: 25200/150000 || Lr: 0.016949 || Task Loss: 0.7272 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:06 || Estimated Time: 2 days, 12:50:25
2023-07-24 23:04:42,820 semantic_segmentation INFO: Iters: 25210/150000 || Lr: 0.016948 || Task Loss: 0.9957 || KD Loss: 0.3690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:25 || Estimated Time: 2 days, 12:50:11
2023-07-24 23:05:01,105 semantic_segmentation INFO: Iters: 25220/150000 || Lr: 0.016947 || Task Loss: 0.6320 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:43 || Estimated Time: 2 days, 12:49:57
2023-07-24 23:05:19,957 semantic_segmentation INFO: Iters: 25230/150000 || Lr: 0.016945 || Task Loss: 0.9557 || KD Loss: 0.3460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:02 || Estimated Time: 2 days, 12:49:46
2023-07-24 23:05:37,917 semantic_segmentation INFO: Iters: 25240/150000 || Lr: 0.016944 || Task Loss: 0.6620 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:20 || Estimated Time: 2 days, 12:49:30
2023-07-24 23:05:56,114 semantic_segmentation INFO: Iters: 25250/150000 || Lr: 0.016943 || Task Loss: 0.9694 || KD Loss: 0.3417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:38 || Estimated Time: 2 days, 12:49:16
2023-07-24 23:06:14,165 semantic_segmentation INFO: Iters: 25260/150000 || Lr: 0.016942 || Task Loss: 1.1603 || KD Loss: 0.5635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:56 || Estimated Time: 2 days, 12:49:01
2023-07-24 23:06:32,693 semantic_segmentation INFO: Iters: 25270/150000 || Lr: 0.016940 || Task Loss: 1.0977 || KD Loss: 0.3016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:14 || Estimated Time: 2 days, 12:48:48
2023-07-24 23:06:50,746 semantic_segmentation INFO: Iters: 25280/150000 || Lr: 0.016939 || Task Loss: 0.7542 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:33 || Estimated Time: 2 days, 12:48:33
2023-07-24 23:07:09,503 semantic_segmentation INFO: Iters: 25290/150000 || Lr: 0.016938 || Task Loss: 0.8247 || KD Loss: 0.2133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:51 || Estimated Time: 2 days, 12:48:21
2023-07-24 23:07:27,486 semantic_segmentation INFO: Iters: 25300/150000 || Lr: 0.016937 || Task Loss: 0.8800 || KD Loss: 0.3386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:09 || Estimated Time: 2 days, 12:48:06
2023-07-24 23:07:45,926 semantic_segmentation INFO: Iters: 25310/150000 || Lr: 0.016936 || Task Loss: 0.9958 || KD Loss: 0.3963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:28 || Estimated Time: 2 days, 12:47:53
2023-07-24 23:08:03,960 semantic_segmentation INFO: Iters: 25320/150000 || Lr: 0.016934 || Task Loss: 0.7584 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:46 || Estimated Time: 2 days, 12:47:37
2023-07-24 23:08:22,056 semantic_segmentation INFO: Iters: 25330/150000 || Lr: 0.016933 || Task Loss: 0.9324 || KD Loss: 0.3689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:04 || Estimated Time: 2 days, 12:47:22
2023-07-24 23:08:40,288 semantic_segmentation INFO: Iters: 25340/150000 || Lr: 0.016932 || Task Loss: 1.0664 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:22 || Estimated Time: 2 days, 12:47:08
2023-07-24 23:08:58,546 semantic_segmentation INFO: Iters: 25350/150000 || Lr: 0.016931 || Task Loss: 1.0701 || KD Loss: 0.3880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:40 || Estimated Time: 2 days, 12:46:54
2023-07-24 23:09:16,400 semantic_segmentation INFO: Iters: 25360/150000 || Lr: 0.016929 || Task Loss: 0.6799 || KD Loss: 0.2362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:58 || Estimated Time: 2 days, 12:46:38
2023-07-24 23:09:34,674 semantic_segmentation INFO: Iters: 25370/150000 || Lr: 0.016928 || Task Loss: 0.6013 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:16 || Estimated Time: 2 days, 12:46:24
2023-07-24 23:09:52,513 semantic_segmentation INFO: Iters: 25380/150000 || Lr: 0.016927 || Task Loss: 0.7250 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:34 || Estimated Time: 2 days, 12:46:08
2023-07-24 23:10:10,561 semantic_segmentation INFO: Iters: 25390/150000 || Lr: 0.016926 || Task Loss: 0.9210 || KD Loss: 0.3556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:52 || Estimated Time: 2 days, 12:45:53
2023-07-24 23:10:29,157 semantic_segmentation INFO: Iters: 25400/150000 || Lr: 0.016925 || Task Loss: 0.8671 || KD Loss: 0.3504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:11 || Estimated Time: 2 days, 12:45:40
2023-07-24 23:10:47,254 semantic_segmentation INFO: Iters: 25410/150000 || Lr: 0.016923 || Task Loss: 0.9585 || KD Loss: 0.4344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:29 || Estimated Time: 2 days, 12:45:26
2023-07-24 23:11:05,636 semantic_segmentation INFO: Iters: 25420/150000 || Lr: 0.016922 || Task Loss: 1.0160 || KD Loss: 0.4521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:47 || Estimated Time: 2 days, 12:45:12
2023-07-24 23:11:24,059 semantic_segmentation INFO: Iters: 25430/150000 || Lr: 0.016921 || Task Loss: 0.8811 || KD Loss: 0.3464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:06 || Estimated Time: 2 days, 12:44:58
2023-07-24 23:11:42,018 semantic_segmentation INFO: Iters: 25440/150000 || Lr: 0.016920 || Task Loss: 0.9730 || KD Loss: 0.3980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:24 || Estimated Time: 2 days, 12:44:43
2023-07-24 23:11:59,988 semantic_segmentation INFO: Iters: 25450/150000 || Lr: 0.016918 || Task Loss: 0.7854 || KD Loss: 0.2739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:42 || Estimated Time: 2 days, 12:44:28
2023-07-24 23:12:17,893 semantic_segmentation INFO: Iters: 25460/150000 || Lr: 0.016917 || Task Loss: 1.0984 || KD Loss: 0.4282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:00 || Estimated Time: 2 days, 12:44:12
2023-07-24 23:12:36,607 semantic_segmentation INFO: Iters: 25470/150000 || Lr: 0.016916 || Task Loss: 0.8093 || KD Loss: 0.2693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:18 || Estimated Time: 2 days, 12:44:00
2023-07-24 23:12:54,953 semantic_segmentation INFO: Iters: 25480/150000 || Lr: 0.016915 || Task Loss: 0.5768 || KD Loss: 0.1948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:37 || Estimated Time: 2 days, 12:43:46
2023-07-24 23:13:12,903 semantic_segmentation INFO: Iters: 25490/150000 || Lr: 0.016914 || Task Loss: 0.8383 || KD Loss: 0.4141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:55 || Estimated Time: 2 days, 12:43:31
2023-07-24 23:13:30,926 semantic_segmentation INFO: Iters: 25500/150000 || Lr: 0.016912 || Task Loss: 0.7747 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:13 || Estimated Time: 2 days, 12:43:15
2023-07-24 23:13:49,260 semantic_segmentation INFO: Iters: 25510/150000 || Lr: 0.016911 || Task Loss: 0.6480 || KD Loss: 0.2629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:31 || Estimated Time: 2 days, 12:43:01
2023-07-24 23:14:07,494 semantic_segmentation INFO: Iters: 25520/150000 || Lr: 0.016910 || Task Loss: 0.7417 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:49 || Estimated Time: 2 days, 12:42:47
2023-07-24 23:14:25,825 semantic_segmentation INFO: Iters: 25530/150000 || Lr: 0.016909 || Task Loss: 0.8380 || KD Loss: 0.3278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:08 || Estimated Time: 2 days, 12:42:33
2023-07-24 23:14:43,758 semantic_segmentation INFO: Iters: 25540/150000 || Lr: 0.016907 || Task Loss: 1.1561 || KD Loss: 0.4815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:26 || Estimated Time: 2 days, 12:42:18
2023-07-24 23:15:01,850 semantic_segmentation INFO: Iters: 25550/150000 || Lr: 0.016906 || Task Loss: 0.9651 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:44 || Estimated Time: 2 days, 12:42:03
2023-07-24 23:15:20,503 semantic_segmentation INFO: Iters: 25560/150000 || Lr: 0.016905 || Task Loss: 1.0599 || KD Loss: 0.4661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:02 || Estimated Time: 2 days, 12:41:51
2023-07-24 23:15:38,713 semantic_segmentation INFO: Iters: 25570/150000 || Lr: 0.016904 || Task Loss: 0.7989 || KD Loss: 0.2772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:20 || Estimated Time: 2 days, 12:41:36
2023-07-24 23:15:56,880 semantic_segmentation INFO: Iters: 25580/150000 || Lr: 0.016903 || Task Loss: 0.9004 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:39 || Estimated Time: 2 days, 12:41:22
2023-07-24 23:16:15,221 semantic_segmentation INFO: Iters: 25590/150000 || Lr: 0.016901 || Task Loss: 0.8089 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:57 || Estimated Time: 2 days, 12:41:08
2023-07-24 23:16:33,275 semantic_segmentation INFO: Iters: 25600/150000 || Lr: 0.016900 || Task Loss: 0.6060 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:15 || Estimated Time: 2 days, 12:40:53
2023-07-24 23:16:33,399 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 23:16:33,784 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.089
2023-07-24 23:16:33,824 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.134
2023-07-24 23:16:33,837 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.134
2023-07-24 23:16:33,853 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-24 23:16:33,868 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.921, mIoU: 0.190
2023-07-24 23:16:33,881 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.931, mIoU: 0.235
2023-07-24 23:16:33,897 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.929, mIoU: 0.270
2023-07-24 23:16:33,913 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.931, mIoU: 0.281
2023-07-24 23:16:33,927 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.919, mIoU: 0.283
2023-07-24 23:16:33,942 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.913, mIoU: 0.282
2023-07-24 23:16:33,958 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.902, mIoU: 0.281
2023-07-24 23:16:33,974 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.906, mIoU: 0.282
2023-07-24 23:16:33,987 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.870, mIoU: 0.278
2023-07-24 23:16:34,003 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.868, mIoU: 0.261
2023-07-24 23:16:34,018 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.870, mIoU: 0.259
2023-07-24 23:16:34,032 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.873, mIoU: 0.250
2023-07-24 23:16:34,043 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.867, mIoU: 0.243
2023-07-24 23:16:34,057 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.862, mIoU: 0.239
2023-07-24 23:16:34,072 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.865, mIoU: 0.241
2023-07-24 23:16:34,089 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.870, mIoU: 0.279
2023-07-24 23:16:34,106 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.875, mIoU: 0.281
2023-07-24 23:16:34,123 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.877, mIoU: 0.284
2023-07-24 23:16:34,139 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.864, mIoU: 0.296
2023-07-24 23:16:34,156 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.863, mIoU: 0.298
2023-07-24 23:16:34,173 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.865, mIoU: 0.314
2023-07-24 23:16:34,188 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.865, mIoU: 0.328
2023-07-24 23:16:34,205 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-24 23:16:34,217 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.871, mIoU: 0.330
2023-07-24 23:16:34,234 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.867, mIoU: 0.326
2023-07-24 23:16:34,250 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.872, mIoU: 0.326
2023-07-24 23:16:34,265 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.875, mIoU: 0.327
2023-07-24 23:16:34,282 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.876, mIoU: 0.328
2023-07-24 23:16:34,298 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.879, mIoU: 0.335
2023-07-24 23:16:34,314 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.880, mIoU: 0.332
2023-07-24 23:16:34,331 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.882, mIoU: 0.359
2023-07-24 23:16:34,347 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.884, mIoU: 0.360
2023-07-24 23:16:34,362 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.886, mIoU: 0.362
2023-07-24 23:16:34,376 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.889, mIoU: 0.393
2023-07-24 23:16:34,393 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.891, mIoU: 0.406
2023-07-24 23:16:34,407 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.891, mIoU: 0.404
2023-07-24 23:16:34,421 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.887, mIoU: 0.423
2023-07-24 23:16:34,437 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.889, mIoU: 0.423
2023-07-24 23:16:34,452 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.888, mIoU: 0.427
2023-07-24 23:16:34,466 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.887, mIoU: 0.426
2023-07-24 23:16:34,483 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.887, mIoU: 0.437
2023-07-24 23:16:34,500 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.887, mIoU: 0.432
2023-07-24 23:16:34,514 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.886, mIoU: 0.432
2023-07-24 23:16:34,528 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.887, mIoU: 0.433
2023-07-24 23:16:34,544 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.887, mIoU: 0.435
2023-07-24 23:16:34,561 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.886, mIoU: 0.434
2023-07-24 23:16:34,578 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.885, mIoU: 0.430
2023-07-24 23:16:34,595 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.887, mIoU: 0.429
2023-07-24 23:16:34,610 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.888, mIoU: 0.428
2023-07-24 23:16:34,627 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.887, mIoU: 0.425
2023-07-24 23:16:34,644 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.889, mIoU: 0.432
2023-07-24 23:16:34,658 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.887, mIoU: 0.427
2023-07-24 23:16:34,675 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.888, mIoU: 0.426
2023-07-24 23:16:34,694 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.890, mIoU: 0.425
2023-07-24 23:16:34,708 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.890, mIoU: 0.428
2023-07-24 23:16:34,724 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.880, mIoU: 0.430
2023-07-24 23:16:34,738 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.879, mIoU: 0.427
2023-07-24 23:16:34,754 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.880, mIoU: 0.425
2023-07-24 23:16:34,768 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.882, mIoU: 0.424
2023-07-24 23:16:34,787 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.877, mIoU: 0.421
2023-07-24 23:16:34,801 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.879, mIoU: 0.426
2023-07-24 23:16:34,817 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.879, mIoU: 0.426
2023-07-24 23:16:34,833 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.880, mIoU: 0.424
2023-07-24 23:16:34,847 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.878, mIoU: 0.420
2023-07-24 23:16:34,863 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.880, mIoU: 0.421
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2023-07-24 23:16:35,006 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.875, mIoU: 0.424
2023-07-24 23:16:35,023 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.873, mIoU: 0.431
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2023-07-24 23:16:41,015 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.858, mIoU: 0.436
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2023-07-24 23:16:41,048 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.858, mIoU: 0.437
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2023-07-24 23:16:41,094 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-24 23:16:41,110 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-24 23:16:41,123 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,140 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,151 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,167 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,182 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-24 23:16:41,197 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,212 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 23:16:41,228 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-24 23:16:41,239 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 23:16:41,253 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 23:16:41,270 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 23:16:41,286 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 23:16:41,299 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 23:16:41,314 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 23:16:41,328 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-24 23:16:41,344 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-24 23:16:41,361 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-24 23:16:41,376 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-24 23:16:41,386 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-24 23:16:41,402 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-24 23:16:41,418 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-24 23:16:41,432 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,448 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:16:41,463 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:16:41,477 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:16:41,494 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:16:41,508 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:16:41,524 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,540 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,557 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,573 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,587 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,600 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 23:16:41,616 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:16:41,631 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:16:41,646 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:16:41,661 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:16:41,678 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:16:41,694 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:16:41,710 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:16:41,724 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:16:41,739 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:16:41,755 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-24 23:16:41,770 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-24 23:16:41,786 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:16:41,802 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:16:41,815 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:16:41,831 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:16:41,847 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:16:41,861 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:16:41,877 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:16:41,889 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:41,905 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:16:41,919 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:41,931 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:41,944 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:41,959 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:16:41,975 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:16:41,990 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:16:42,006 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:16:42,015 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:16:42,030 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,047 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,063 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,079 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,095 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:42,109 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:42,123 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,139 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:16:42,155 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:42,171 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,184 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:16:42,198 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 23:16:42,214 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 23:16:42,229 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 23:16:42,245 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 23:16:42,258 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,274 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,291 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,307 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,322 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:16:42,338 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,354 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:16:42,368 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:16:42,384 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,400 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,415 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,431 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,445 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,461 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,477 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,494 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,505 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,520 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,537 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,550 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-24 23:16:42,566 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:42,580 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:16:42,595 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,611 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,627 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,641 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,654 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,668 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,684 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,700 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,717 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,732 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,749 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:42,763 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,779 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:42,796 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 23:16:42,810 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:16:42,827 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:16:42,843 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:16:42,859 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,875 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,890 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:16:42,902 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:16:42,918 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:16:42,934 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:16:42,949 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:16:42,965 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:16:42,980 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:42,993 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:43,008 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:43,024 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:43,040 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:43,054 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 23:16:43,069 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:16:43,085 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:16:43,102 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:16:43,118 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:16:43,135 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:16:43,152 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:16:43,168 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:16:43,184 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:16:43,200 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:16:43,214 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:16:43,230 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,246 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,262 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,276 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:16:43,292 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,306 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,322 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,337 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:16:43,354 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:16:43,369 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:16:43,385 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:16:43,400 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:16:43,415 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:16:43,430 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:16:43,445 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:16:43,460 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.863, mIoU: 0.463
2023-07-24 23:16:43,479 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:16:43,495 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:16:43,512 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:16:43,523 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:16:43,538 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-24 23:16:43,554 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-24 23:16:43,568 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-24 23:16:43,584 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 23:16:43,599 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 23:16:43,613 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.864, mIoU: 0.461
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2023-07-24 23:16:43,681 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.864, mIoU: 0.464
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2023-07-24 23:16:43,709 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:16:43,723 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:16:43,738 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:16:43,753 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.864, mIoU: 0.463
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2023-07-24 23:16:43,829 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:16:43,844 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.864, mIoU: 0.462
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2023-07-24 23:16:43,873 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.463
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2023-07-24 23:16:43,901 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.865, mIoU: 0.464
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2023-07-24 23:16:43,934 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.865, mIoU: 0.464
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2023-07-24 23:16:43,981 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:16:43,997 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:16:44,011 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:16:44,025 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 23:16:44,034 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 23:16:44,050 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 23:16:44,066 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,082 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,099 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,115 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,131 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 23:16:44,147 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 23:16:44,163 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,177 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,193 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,208 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,224 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-24 23:16:44,240 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,253 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,267 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,281 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,296 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 23:16:44,310 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,324 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,338 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 23:16:44,353 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-24 23:16:44,370 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-24 23:16:44,383 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-24 23:16:44,397 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-24 23:16:44,411 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,423 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,439 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,455 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,471 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,487 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,503 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,519 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,533 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,549 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,565 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,583 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,600 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:44,615 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-24 23:16:44,632 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-24 23:16:44,646 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-24 23:16:44,659 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-24 23:16:44,673 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,689 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,706 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,720 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,734 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:44,750 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,766 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:44,782 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,798 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,815 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:44,829 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:44,845 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:44,860 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,875 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,892 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,907 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,924 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,938 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,955 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,971 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,984 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:44,998 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:45,015 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,031 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:45,046 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:45,062 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,074 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-24 23:16:45,088 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:45,103 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:45,117 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:45,133 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:45,152 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,166 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,183 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,197 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,213 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,229 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,243 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,258 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,274 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:45,290 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,304 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,320 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,336 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,351 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:45,365 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:45,381 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:45,397 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:45,415 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,428 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,443 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,457 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:45,473 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:45,487 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:45,501 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:45,516 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,532 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,546 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,563 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,579 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,596 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:45,613 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,628 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,641 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,656 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:45,671 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:45,685 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,699 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:45,716 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,730 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:45,745 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:45,760 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:45,776 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,792 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,809 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,822 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:45,836 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-24 23:16:45,852 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-24 23:16:45,868 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:45,884 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,899 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:45,913 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:45,926 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:45,938 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,955 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,972 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:45,987 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:46,003 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:46,015 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,029 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-24 23:16:46,045 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,061 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:16:46,074 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:46,090 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:46,105 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:16:46,121 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,135 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,151 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,165 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,181 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,196 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:46,210 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:46,227 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:46,242 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:46,258 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,274 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,290 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,305 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,321 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,336 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,352 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:46,368 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,381 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,395 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,409 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,426 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:46,440 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,457 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,473 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,485 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,500 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,517 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,532 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,546 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,563 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,578 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,592 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,607 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,624 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:46,640 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,653 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,665 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,683 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 23:16:46,699 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 23:16:46,714 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 23:16:46,728 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 23:16:46,744 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 23:16:46,760 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-24 23:16:46,776 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-24 23:16:46,792 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 23:16:46,806 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,822 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,836 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,852 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:46,866 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-24 23:16:46,880 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,897 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,911 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-24 23:16:46,926 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,942 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,958 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,974 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:46,989 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,005 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,020 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,037 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,052 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,068 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,083 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,093 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,107 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-24 23:16:47,121 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,136 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,151 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,167 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,182 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,198 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,214 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,229 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-24 23:16:47,246 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,263 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,277 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,294 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-24 23:16:47,310 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:47,326 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:47,340 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:47,356 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-24 23:16:47,372 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:47,389 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:47,402 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,418 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,433 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,447 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,461 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,477 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:47,490 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:47,504 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-24 23:16:47,518 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,532 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,548 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,563 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,578 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,595 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,611 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-24 23:16:47,625 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,639 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,655 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,669 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,683 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,699 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,715 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,731 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,748 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,762 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,775 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,792 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,808 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,822 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,838 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,851 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,868 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,882 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,899 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,915 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,930 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 23:16:47,939 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,955 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,972 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:47,986 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,001 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,017 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,034 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,048 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,064 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,080 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,096 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,112 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,128 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,145 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,162 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,176 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,192 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,207 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,222 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-24 23:16:48,236 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-24 23:16:48,252 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-24 23:16:48,268 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,283 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,290 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,304 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,317 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,330 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 23:16:48,342 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,357 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,372 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,388 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,400 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,414 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,430 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,441 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,458 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,472 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,488 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,504 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,519 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,535 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,547 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,560 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,576 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,592 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,608 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,623 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,637 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,648 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,659 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:48,673 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,685 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,700 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:48,714 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,729 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:48,745 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,761 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-24 23:16:48,775 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,791 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,807 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,822 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,839 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,854 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,870 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,885 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,902 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:48,915 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,929 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,945 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:48,959 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 23:16:48,976 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 23:16:48,990 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 23:16:49,006 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 23:16:49,022 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 23:16:49,041 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,058 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,073 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,089 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,105 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,121 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,137 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 23:16:49,150 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,164 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,180 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,196 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,211 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 23:16:49,227 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,243 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,260 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 23:16:49,275 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,291 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,304 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,320 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,330 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,344 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 23:16:49,359 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 23:16:49,371 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 23:16:49,387 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 23:16:49,402 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,418 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,434 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,451 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,466 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,482 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,495 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,511 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,525 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,540 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,556 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,570 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,586 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,600 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,615 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,631 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,647 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,663 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,678 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,692 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,705 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 23:16:49,720 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,734 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,747 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-24 23:16:49,763 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:49,778 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:49,794 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:49,807 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-24 23:16:49,820 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,836 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,853 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,870 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,884 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,898 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,914 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,930 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,947 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,963 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,979 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-24 23:16:49,994 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,010 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,026 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,042 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,057 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,072 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,088 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,101 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,117 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,132 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,148 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,161 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-24 23:16:50,176 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,191 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,207 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,220 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:50,235 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,252 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,267 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,284 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,300 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,316 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,330 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-24 23:16:50,347 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.869, mIoU: 0.476
2023-07-24 23:16:50,364 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,378 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,394 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:50,408 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.869, mIoU: 0.476
2023-07-24 23:16:50,418 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.869, mIoU: 0.476
2023-07-24 23:16:50,434 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.869, mIoU: 0.476
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2023-07-24 23:16:50,479 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.869, mIoU: 0.475
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2023-07-24 23:16:50,508 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.869, mIoU: 0.474
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2023-07-24 23:16:50,553 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,568 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,585 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.869, mIoU: 0.474
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2023-07-24 23:16:50,617 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,632 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,646 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,662 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,678 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,694 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,707 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-24 23:16:50,720 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-24 23:16:50,736 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.869, mIoU: 0.472
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2023-07-24 23:16:50,828 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-24 23:16:50,842 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-24 23:16:50,858 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.869, mIoU: 0.473
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2023-07-24 23:16:50,969 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,985 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:50,999 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:51,016 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-24 23:16:51,030 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.869, mIoU: 0.474
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2023-07-24 23:16:51,164 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.870, mIoU: 0.475
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2023-07-24 23:16:51,241 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.870, mIoU: 0.475
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2023-07-24 23:16:51,269 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-24 23:16:51,286 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-24 23:16:51,299 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-24 23:16:51,315 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:51,329 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.870, mIoU: 0.475
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2023-07-24 23:16:51,407 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:51,420 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:51,436 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:51,452 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-24 23:16:51,465 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:51,481 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:51,497 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.870, mIoU: 0.477
2023-07-24 23:16:51,513 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.870, mIoU: 0.478
2023-07-24 23:16:51,529 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.870, mIoU: 0.478
2023-07-24 23:16:51,542 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.870, mIoU: 0.478
2023-07-24 23:16:51,556 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.870, mIoU: 0.478
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2023-07-24 23:16:51,615 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.870, mIoU: 0.478
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2023-07-24 23:16:51,738 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.870, mIoU: 0.477
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2023-07-24 23:16:52,057 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.868, mIoU: 0.476
2023-07-24 23:16:52,072 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.868, mIoU: 0.476
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2023-07-24 23:16:52,220 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.868, mIoU: 0.477
2023-07-24 23:16:52,236 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.868, mIoU: 0.476
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2023-07-24 23:16:52,263 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.868, mIoU: 0.476
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2023-07-24 23:16:52,293 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.868, mIoU: 0.475
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2023-07-24 23:16:52,823 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,837 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-24 23:16:52,867 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:52,882 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,897 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,913 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:52,929 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,944 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,959 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,975 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:52,991 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:53,008 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-24 23:16:53,100 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:53,116 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:53,130 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-24 23:16:53,210 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,282 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,309 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-24 23:16:53,341 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-24 23:16:53,369 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:53,385 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:53,397 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,505 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-24 23:16:53,520 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.866, mIoU: 0.472
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2023-07-24 23:16:53,550 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-24 23:16:53,566 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-24 23:16:53,582 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-24 23:16:53,596 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.866, mIoU: 0.472
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2023-07-24 23:16:53,746 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:53,762 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,794 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:53,811 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,869 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:53,884 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:53,898 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:53,961 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:54,184 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-24 23:16:54,319 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:54,334 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:54,347 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:54,361 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:54,392 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:54,408 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-24 23:16:54,421 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:54,598 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-24 23:16:54,631 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-24 23:16:54,693 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.866, mIoU: 0.471
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2023-07-24 23:16:54,741 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-24 23:16:54,788 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:54,803 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-24 23:16:54,922 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:54,937 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-24 23:16:54,982 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-24 23:16:54,998 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-24 23:16:55,079 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:55,093 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:55,110 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.866, mIoU: 0.471
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2023-07-24 23:16:55,692 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-24 23:16:55,720 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-24 23:16:55,735 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-24 23:16:55,750 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-24 23:16:55,779 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:55,794 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:55,810 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-24 23:16:55,827 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-24 23:17:13,535 semantic_segmentation INFO: Iters: 25610/150000 || Lr: 0.016899 || Task Loss: 0.6895 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2455|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:55 || Estimated Time: 2 days, 12:42:25
2023-07-24 23:17:31,489 semantic_segmentation INFO: Iters: 25620/150000 || Lr: 0.016898 || Task Loss: 0.9796 || KD Loss: 0.3708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:13 || Estimated Time: 2 days, 12:42:09
2023-07-24 23:17:49,511 semantic_segmentation INFO: Iters: 25630/150000 || Lr: 0.016896 || Task Loss: 0.8061 || KD Loss: 0.2631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:31 || Estimated Time: 2 days, 12:41:54
2023-07-24 23:18:07,431 semantic_segmentation INFO: Iters: 25640/150000 || Lr: 0.016895 || Task Loss: 0.9591 || KD Loss: 0.2560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:49 || Estimated Time: 2 days, 12:41:38
2023-07-24 23:18:25,425 semantic_segmentation INFO: Iters: 25650/150000 || Lr: 0.016894 || Task Loss: 0.7607 || KD Loss: 0.3064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:07 || Estimated Time: 2 days, 12:41:23
2023-07-24 23:18:43,682 semantic_segmentation INFO: Iters: 25660/150000 || Lr: 0.016893 || Task Loss: 0.6669 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:25 || Estimated Time: 2 days, 12:41:08
2023-07-24 23:19:01,683 semantic_segmentation INFO: Iters: 25670/150000 || Lr: 0.016892 || Task Loss: 0.8943 || KD Loss: 0.2839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:43 || Estimated Time: 2 days, 12:40:53
2023-07-24 23:19:20,297 semantic_segmentation INFO: Iters: 25680/150000 || Lr: 0.016890 || Task Loss: 0.6420 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:02 || Estimated Time: 2 days, 12:40:40
2023-07-24 23:19:38,279 semantic_segmentation INFO: Iters: 25690/150000 || Lr: 0.016889 || Task Loss: 0.9727 || KD Loss: 0.3067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:20 || Estimated Time: 2 days, 12:40:25
2023-07-24 23:19:56,813 semantic_segmentation INFO: Iters: 25700/150000 || Lr: 0.016888 || Task Loss: 0.7981 || KD Loss: 0.3538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:39 || Estimated Time: 2 days, 12:40:12
2023-07-24 23:20:14,738 semantic_segmentation INFO: Iters: 25710/150000 || Lr: 0.016887 || Task Loss: 1.0668 || KD Loss: 0.5520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:57 || Estimated Time: 2 days, 12:39:56
2023-07-24 23:20:32,920 semantic_segmentation INFO: Iters: 25720/150000 || Lr: 0.016885 || Task Loss: 1.2517 || KD Loss: 0.4986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:15 || Estimated Time: 2 days, 12:39:42
2023-07-24 23:20:50,926 semantic_segmentation INFO: Iters: 25730/150000 || Lr: 0.016884 || Task Loss: 0.9345 || KD Loss: 0.3363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:33 || Estimated Time: 2 days, 12:39:26
2023-07-24 23:21:09,443 semantic_segmentation INFO: Iters: 25740/150000 || Lr: 0.016883 || Task Loss: 0.9367 || KD Loss: 0.3347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:51 || Estimated Time: 2 days, 12:39:13
2023-07-24 23:21:27,473 semantic_segmentation INFO: Iters: 25750/150000 || Lr: 0.016882 || Task Loss: 0.9013 || KD Loss: 0.3860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:09 || Estimated Time: 2 days, 12:38:58
2023-07-24 23:21:45,540 semantic_segmentation INFO: Iters: 25760/150000 || Lr: 0.016881 || Task Loss: 1.0019 || KD Loss: 0.4236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:27 || Estimated Time: 2 days, 12:38:42
2023-07-24 23:22:04,058 semantic_segmentation INFO: Iters: 25770/150000 || Lr: 0.016879 || Task Loss: 0.6649 || KD Loss: 0.2197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:46 || Estimated Time: 2 days, 12:38:29
2023-07-24 23:22:22,008 semantic_segmentation INFO: Iters: 25780/150000 || Lr: 0.016878 || Task Loss: 0.8444 || KD Loss: 0.3682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:04 || Estimated Time: 2 days, 12:38:14
2023-07-24 23:22:40,295 semantic_segmentation INFO: Iters: 25790/150000 || Lr: 0.016877 || Task Loss: 0.7759 || KD Loss: 0.2924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:22 || Estimated Time: 2 days, 12:38:00
2023-07-24 23:22:58,257 semantic_segmentation INFO: Iters: 25800/150000 || Lr: 0.016876 || Task Loss: 0.7691 || KD Loss: 0.2223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:40 || Estimated Time: 2 days, 12:37:44
2023-07-24 23:23:16,692 semantic_segmentation INFO: Iters: 25810/150000 || Lr: 0.016874 || Task Loss: 1.1297 || KD Loss: 0.5143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:58 || Estimated Time: 2 days, 12:37:30
2023-07-24 23:23:34,798 semantic_segmentation INFO: Iters: 25820/150000 || Lr: 0.016873 || Task Loss: 1.0015 || KD Loss: 0.3866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:17 || Estimated Time: 2 days, 12:37:16
2023-07-24 23:23:52,930 semantic_segmentation INFO: Iters: 25830/150000 || Lr: 0.016872 || Task Loss: 0.9649 || KD Loss: 0.3731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:35 || Estimated Time: 2 days, 12:37:00
2023-07-24 23:24:11,865 semantic_segmentation INFO: Iters: 25840/150000 || Lr: 0.016871 || Task Loss: 0.8690 || KD Loss: 0.3442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:54 || Estimated Time: 2 days, 12:36:50
2023-07-24 23:24:29,537 semantic_segmentation INFO: Iters: 25850/150000 || Lr: 0.016870 || Task Loss: 0.9466 || KD Loss: 0.4253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:11 || Estimated Time: 2 days, 12:36:33
2023-07-24 23:24:48,169 semantic_segmentation INFO: Iters: 25860/150000 || Lr: 0.016868 || Task Loss: 0.7572 || KD Loss: 0.3203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:30 || Estimated Time: 2 days, 12:36:20
2023-07-24 23:25:06,451 semantic_segmentation INFO: Iters: 25870/150000 || Lr: 0.016867 || Task Loss: 0.9202 || KD Loss: 0.3824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:48 || Estimated Time: 2 days, 12:36:06
2023-07-24 23:25:24,736 semantic_segmentation INFO: Iters: 25880/150000 || Lr: 0.016866 || Task Loss: 0.9075 || KD Loss: 0.4037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:07 || Estimated Time: 2 days, 12:35:52
2023-07-24 23:25:43,367 semantic_segmentation INFO: Iters: 25890/150000 || Lr: 0.016865 || Task Loss: 0.8932 || KD Loss: 0.4025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:25 || Estimated Time: 2 days, 12:35:39
2023-07-24 23:26:01,486 semantic_segmentation INFO: Iters: 25900/150000 || Lr: 0.016863 || Task Loss: 1.0243 || KD Loss: 0.3893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:43 || Estimated Time: 2 days, 12:35:24
2023-07-24 23:26:19,462 semantic_segmentation INFO: Iters: 25910/150000 || Lr: 0.016862 || Task Loss: 1.0730 || KD Loss: 0.4500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:01 || Estimated Time: 2 days, 12:35:08
2023-07-24 23:26:37,302 semantic_segmentation INFO: Iters: 25920/150000 || Lr: 0.016861 || Task Loss: 0.8250 || KD Loss: 0.3220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:19 || Estimated Time: 2 days, 12:34:52
2023-07-24 23:26:55,334 semantic_segmentation INFO: Iters: 25930/150000 || Lr: 0.016860 || Task Loss: 1.0789 || KD Loss: 0.4025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:37 || Estimated Time: 2 days, 12:34:37
2023-07-24 23:27:13,297 semantic_segmentation INFO: Iters: 25940/150000 || Lr: 0.016859 || Task Loss: 1.1268 || KD Loss: 0.3975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:55 || Estimated Time: 2 days, 12:34:21
2023-07-24 23:27:31,664 semantic_segmentation INFO: Iters: 25950/150000 || Lr: 0.016857 || Task Loss: 0.6148 || KD Loss: 0.2466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:13 || Estimated Time: 2 days, 12:34:07
2023-07-24 23:27:50,088 semantic_segmentation INFO: Iters: 25960/150000 || Lr: 0.016856 || Task Loss: 0.9503 || KD Loss: 0.3390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:32 || Estimated Time: 2 days, 12:33:54
2023-07-24 23:28:07,919 semantic_segmentation INFO: Iters: 25970/150000 || Lr: 0.016855 || Task Loss: 0.5393 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:50 || Estimated Time: 2 days, 12:33:37
2023-07-24 23:28:26,336 semantic_segmentation INFO: Iters: 25980/150000 || Lr: 0.016854 || Task Loss: 0.5667 || KD Loss: 0.1987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2478|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:08 || Estimated Time: 2 days, 12:33:24
2023-07-24 23:28:44,128 semantic_segmentation INFO: Iters: 25990/150000 || Lr: 0.016852 || Task Loss: 1.0046 || KD Loss: 0.4507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:26 || Estimated Time: 2 days, 12:33:07
2023-07-24 23:29:02,294 semantic_segmentation INFO: Iters: 26000/150000 || Lr: 0.016851 || Task Loss: 1.1489 || KD Loss: 0.5059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:44 || Estimated Time: 2 days, 12:32:52
2023-07-24 23:29:20,786 semantic_segmentation INFO: Iters: 26010/150000 || Lr: 0.016850 || Task Loss: 0.6234 || KD Loss: 0.2450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:03 || Estimated Time: 2 days, 12:32:39
2023-07-24 23:29:39,038 semantic_segmentation INFO: Iters: 26020/150000 || Lr: 0.016849 || Task Loss: 0.9319 || KD Loss: 0.3672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:21 || Estimated Time: 2 days, 12:32:25
2023-07-24 23:29:57,325 semantic_segmentation INFO: Iters: 26030/150000 || Lr: 0.016848 || Task Loss: 0.8160 || KD Loss: 0.3281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:39 || Estimated Time: 2 days, 12:32:11
2023-07-24 23:30:15,491 semantic_segmentation INFO: Iters: 26040/150000 || Lr: 0.016846 || Task Loss: 0.6493 || KD Loss: 0.1993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:57 || Estimated Time: 2 days, 12:31:56
2023-07-24 23:30:33,659 semantic_segmentation INFO: Iters: 26050/150000 || Lr: 0.016845 || Task Loss: 0.6661 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:15 || Estimated Time: 2 days, 12:31:41
2023-07-24 23:30:52,374 semantic_segmentation INFO: Iters: 26060/150000 || Lr: 0.016844 || Task Loss: 0.9399 || KD Loss: 0.4454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:34 || Estimated Time: 2 days, 12:31:29
2023-07-24 23:31:10,615 semantic_segmentation INFO: Iters: 26070/150000 || Lr: 0.016843 || Task Loss: 0.8421 || KD Loss: 0.3041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:52 || Estimated Time: 2 days, 12:31:14
2023-07-24 23:31:28,915 semantic_segmentation INFO: Iters: 26080/150000 || Lr: 0.016841 || Task Loss: 0.9186 || KD Loss: 0.4044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:11 || Estimated Time: 2 days, 12:31:00
2023-07-24 23:31:46,815 semantic_segmentation INFO: Iters: 26090/150000 || Lr: 0.016840 || Task Loss: 0.6173 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:29 || Estimated Time: 2 days, 12:30:44
2023-07-24 23:32:05,045 semantic_segmentation INFO: Iters: 26100/150000 || Lr: 0.016839 || Task Loss: 1.1628 || KD Loss: 0.6081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:47 || Estimated Time: 2 days, 12:30:30
2023-07-24 23:32:23,405 semantic_segmentation INFO: Iters: 26110/150000 || Lr: 0.016838 || Task Loss: 0.8443 || KD Loss: 0.2748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:05 || Estimated Time: 2 days, 12:30:16
2023-07-24 23:32:41,917 semantic_segmentation INFO: Iters: 26120/150000 || Lr: 0.016837 || Task Loss: 0.5766 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:24 || Estimated Time: 2 days, 12:30:03
2023-07-24 23:33:00,449 semantic_segmentation INFO: Iters: 26130/150000 || Lr: 0.016835 || Task Loss: 0.6998 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:42 || Estimated Time: 2 days, 12:29:49
2023-07-24 23:33:18,453 semantic_segmentation INFO: Iters: 26140/150000 || Lr: 0.016834 || Task Loss: 0.9306 || KD Loss: 0.3265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:00 || Estimated Time: 2 days, 12:29:34
2023-07-24 23:33:36,713 semantic_segmentation INFO: Iters: 26150/150000 || Lr: 0.016833 || Task Loss: 0.6996 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:18 || Estimated Time: 2 days, 12:29:20
2023-07-24 23:33:54,835 semantic_segmentation INFO: Iters: 26160/150000 || Lr: 0.016832 || Task Loss: 0.6543 || KD Loss: 0.2086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:37 || Estimated Time: 2 days, 12:29:04
2023-07-24 23:34:12,916 semantic_segmentation INFO: Iters: 26170/150000 || Lr: 0.016830 || Task Loss: 0.8133 || KD Loss: 0.3314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:55 || Estimated Time: 2 days, 12:28:49
2023-07-24 23:34:31,487 semantic_segmentation INFO: Iters: 26180/150000 || Lr: 0.016829 || Task Loss: 0.5573 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:13 || Estimated Time: 2 days, 12:28:36
2023-07-24 23:34:49,427 semantic_segmentation INFO: Iters: 26190/150000 || Lr: 0.016828 || Task Loss: 0.8930 || KD Loss: 0.3519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:31 || Estimated Time: 2 days, 12:28:21
2023-07-24 23:35:07,893 semantic_segmentation INFO: Iters: 26200/150000 || Lr: 0.016827 || Task Loss: 0.7459 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:50 || Estimated Time: 2 days, 12:28:07
2023-07-24 23:35:26,186 semantic_segmentation INFO: Iters: 26210/150000 || Lr: 0.016826 || Task Loss: 1.0556 || KD Loss: 0.4673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:08 || Estimated Time: 2 days, 12:27:53
2023-07-24 23:35:44,059 semantic_segmentation INFO: Iters: 26220/150000 || Lr: 0.016824 || Task Loss: 0.7276 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:26 || Estimated Time: 2 days, 12:27:37
2023-07-24 23:36:02,762 semantic_segmentation INFO: Iters: 26230/150000 || Lr: 0.016823 || Task Loss: 0.9977 || KD Loss: 0.4533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:45 || Estimated Time: 2 days, 12:27:24
2023-07-24 23:36:20,832 semantic_segmentation INFO: Iters: 26240/150000 || Lr: 0.016822 || Task Loss: 0.6382 || KD Loss: 0.1715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:03 || Estimated Time: 2 days, 12:27:09
2023-07-24 23:36:39,367 semantic_segmentation INFO: Iters: 26250/150000 || Lr: 0.016821 || Task Loss: 0.8730 || KD Loss: 0.3240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:21 || Estimated Time: 2 days, 12:26:56
2023-07-24 23:36:57,547 semantic_segmentation INFO: Iters: 26260/150000 || Lr: 0.016819 || Task Loss: 0.8634 || KD Loss: 0.3668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:39 || Estimated Time: 2 days, 12:26:41
2023-07-24 23:37:15,938 semantic_segmentation INFO: Iters: 26270/150000 || Lr: 0.016818 || Task Loss: 0.7871 || KD Loss: 0.2321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:58 || Estimated Time: 2 days, 12:26:27
2023-07-24 23:37:33,908 semantic_segmentation INFO: Iters: 26280/150000 || Lr: 0.016817 || Task Loss: 0.8369 || KD Loss: 0.3236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:16 || Estimated Time: 2 days, 12:26:12
2023-07-24 23:37:52,837 semantic_segmentation INFO: Iters: 26290/150000 || Lr: 0.016816 || Task Loss: 0.6548 || KD Loss: 0.1984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:35 || Estimated Time: 2 days, 12:26:00
2023-07-24 23:38:10,671 semantic_segmentation INFO: Iters: 26300/150000 || Lr: 0.016814 || Task Loss: 0.6597 || KD Loss: 0.2131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:52 || Estimated Time: 2 days, 12:25:44
2023-07-24 23:38:29,086 semantic_segmentation INFO: Iters: 26310/150000 || Lr: 0.016813 || Task Loss: 0.6080 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:11 || Estimated Time: 2 days, 12:25:30
2023-07-24 23:38:47,117 semantic_segmentation INFO: Iters: 26320/150000 || Lr: 0.016812 || Task Loss: 0.7144 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:29 || Estimated Time: 2 days, 12:25:15
2023-07-24 23:39:05,437 semantic_segmentation INFO: Iters: 26330/150000 || Lr: 0.016811 || Task Loss: 0.7193 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:47 || Estimated Time: 2 days, 12:25:01
2023-07-24 23:39:23,727 semantic_segmentation INFO: Iters: 26340/150000 || Lr: 0.016810 || Task Loss: 1.0091 || KD Loss: 0.3996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:06 || Estimated Time: 2 days, 12:24:47
2023-07-24 23:39:41,976 semantic_segmentation INFO: Iters: 26350/150000 || Lr: 0.016808 || Task Loss: 1.0310 || KD Loss: 0.4359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:24 || Estimated Time: 2 days, 12:24:32
2023-07-24 23:40:00,120 semantic_segmentation INFO: Iters: 26360/150000 || Lr: 0.016807 || Task Loss: 0.7352 || KD Loss: 0.2877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:42 || Estimated Time: 2 days, 12:24:17
2023-07-24 23:40:18,533 semantic_segmentation INFO: Iters: 26370/150000 || Lr: 0.016806 || Task Loss: 0.7872 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:00 || Estimated Time: 2 days, 12:24:03
2023-07-24 23:40:36,451 semantic_segmentation INFO: Iters: 26380/150000 || Lr: 0.016805 || Task Loss: 0.6113 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:18 || Estimated Time: 2 days, 12:23:47
2023-07-24 23:40:54,573 semantic_segmentation INFO: Iters: 26390/150000 || Lr: 0.016803 || Task Loss: 0.7478 || KD Loss: 0.3003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:36 || Estimated Time: 2 days, 12:23:32
2023-07-24 23:41:12,966 semantic_segmentation INFO: Iters: 26400/150000 || Lr: 0.016802 || Task Loss: 0.6706 || KD Loss: 0.2076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:55 || Estimated Time: 2 days, 12:23:18
2023-07-24 23:41:13,091 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 23:41:13,468 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.080
2023-07-24 23:41:13,488 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.125
2023-07-24 23:41:13,504 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.125
2023-07-24 23:41:13,519 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.878, mIoU: 0.113
2023-07-24 23:41:13,533 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.845, mIoU: 0.161
2023-07-24 23:41:13,547 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.857, mIoU: 0.205
2023-07-24 23:41:13,563 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.851, mIoU: 0.233
2023-07-24 23:41:13,579 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.868, mIoU: 0.248
2023-07-24 23:41:13,593 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.857, mIoU: 0.238
2023-07-24 23:41:13,609 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.854, mIoU: 0.236
2023-07-24 23:41:13,625 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.847, mIoU: 0.251
2023-07-24 23:41:13,642 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.855, mIoU: 0.256
2023-07-24 23:41:13,656 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.822, mIoU: 0.246
2023-07-24 23:41:13,672 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.823, mIoU: 0.232
2023-07-24 23:41:13,688 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.829, mIoU: 0.237
2023-07-24 23:41:13,703 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.836, mIoU: 0.237
2023-07-24 23:41:13,714 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.831, mIoU: 0.232
2023-07-24 23:41:13,728 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.826, mIoU: 0.227
2023-07-24 23:41:13,744 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.830, mIoU: 0.227
2023-07-24 23:41:13,763 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.836, mIoU: 0.263
2023-07-24 23:41:13,779 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.840, mIoU: 0.259
2023-07-24 23:41:13,797 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.843, mIoU: 0.271
2023-07-24 23:41:13,813 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.836, mIoU: 0.293
2023-07-24 23:41:13,831 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.841, mIoU: 0.311
2023-07-24 23:41:13,849 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.844, mIoU: 0.321
2023-07-24 23:41:13,864 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.845, mIoU: 0.333
2023-07-24 23:41:13,881 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.847, mIoU: 0.327
2023-07-24 23:41:13,893 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.851, mIoU: 0.327
2023-07-24 23:41:13,910 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.848, mIoU: 0.320
2023-07-24 23:41:13,926 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-24 23:41:13,941 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.857, mIoU: 0.322
2023-07-24 23:41:13,958 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.861, mIoU: 0.324
2023-07-24 23:41:13,975 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.865, mIoU: 0.328
2023-07-24 23:41:13,991 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.866, mIoU: 0.326
2023-07-24 23:41:14,007 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.868, mIoU: 0.357
2023-07-24 23:41:14,023 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.871, mIoU: 0.359
2023-07-24 23:41:14,038 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.874, mIoU: 0.363
2023-07-24 23:41:14,051 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.876, mIoU: 0.379
2023-07-24 23:41:14,069 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.876, mIoU: 0.380
2023-07-24 23:41:14,082 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.876, mIoU: 0.380
2023-07-24 23:41:14,096 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.873, mIoU: 0.396
2023-07-24 23:41:14,112 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.876, mIoU: 0.396
2023-07-24 23:41:14,127 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.873, mIoU: 0.395
2023-07-24 23:41:14,141 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.875, mIoU: 0.395
2023-07-24 23:41:14,157 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.875, mIoU: 0.399
2023-07-24 23:41:14,174 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.877, mIoU: 0.401
2023-07-24 23:41:14,189 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.879, mIoU: 0.405
2023-07-24 23:41:14,203 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.880, mIoU: 0.406
2023-07-24 23:41:14,219 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.880, mIoU: 0.407
2023-07-24 23:41:14,236 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.879, mIoU: 0.405
2023-07-24 23:41:14,254 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.880, mIoU: 0.406
2023-07-24 23:41:14,271 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.882, mIoU: 0.406
2023-07-24 23:41:14,285 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.883, mIoU: 0.403
2023-07-24 23:41:14,302 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.883, mIoU: 0.402
2023-07-24 23:41:14,319 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.884, mIoU: 0.408
2023-07-24 23:41:14,334 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.883, mIoU: 0.403
2023-07-24 23:41:14,351 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.884, mIoU: 0.402
2023-07-24 23:41:14,369 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.886, mIoU: 0.401
2023-07-24 23:41:14,384 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.404
2023-07-24 23:41:14,400 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.883, mIoU: 0.399
2023-07-24 23:41:14,414 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.396
2023-07-24 23:41:14,430 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.881, mIoU: 0.394
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2023-07-24 23:41:14,463 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.884, mIoU: 0.401
2023-07-24 23:41:14,477 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.886, mIoU: 0.414
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2023-07-24 23:41:14,508 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.887, mIoU: 0.412
2023-07-24 23:41:14,522 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.887, mIoU: 0.425
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2023-07-24 23:41:14,554 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.884, mIoU: 0.423
2023-07-24 23:41:14,571 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.882, mIoU: 0.440
2023-07-24 23:41:14,585 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.882, mIoU: 0.440
2023-07-24 23:41:14,601 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.881, mIoU: 0.432
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2023-07-24 23:41:14,633 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.884, mIoU: 0.444
2023-07-24 23:41:14,650 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.881, mIoU: 0.435
2023-07-24 23:41:14,666 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.430
2023-07-24 23:41:14,675 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.873, mIoU: 0.425
2023-07-24 23:41:14,692 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.873, mIoU: 0.441
2023-07-24 23:41:14,709 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.872, mIoU: 0.436
2023-07-24 23:41:14,723 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.870, mIoU: 0.438
2023-07-24 23:41:14,740 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.868, mIoU: 0.438
2023-07-24 23:41:14,756 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.867, mIoU: 0.437
2023-07-24 23:41:14,772 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.863, mIoU: 0.422
2023-07-24 23:41:14,789 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.861, mIoU: 0.418
2023-07-24 23:41:14,805 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.861, mIoU: 0.415
2023-07-24 23:41:14,822 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.862, mIoU: 0.416
2023-07-24 23:41:14,838 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.861, mIoU: 0.412
2023-07-24 23:41:14,854 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.860, mIoU: 0.412
2023-07-24 23:41:14,868 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.859, mIoU: 0.411
2023-07-24 23:41:14,884 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.860, mIoU: 0.413
2023-07-24 23:41:14,901 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.861, mIoU: 0.414
2023-07-24 23:41:14,917 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-24 23:41:14,933 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 23:41:14,949 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-24 23:41:14,966 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 23:41:14,980 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-24 23:41:14,994 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-24 23:41:15,010 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-24 23:41:15,025 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.858, mIoU: 0.428
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2023-07-24 23:41:15,188 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.860, mIoU: 0.431
2023-07-24 23:41:15,202 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.861, mIoU: 0.431
2023-07-24 23:41:15,219 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.862, mIoU: 0.430
2023-07-24 23:41:15,235 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.862, mIoU: 0.431
2023-07-24 23:41:15,251 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.863, mIoU: 0.435
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2023-07-24 23:41:15,280 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.863, mIoU: 0.431
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2023-07-24 23:41:15,325 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.862, mIoU: 0.429
2023-07-24 23:41:15,341 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.863, mIoU: 0.429
2023-07-24 23:41:15,356 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.864, mIoU: 0.429
2023-07-24 23:41:15,370 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.865, mIoU: 0.428
2023-07-24 23:41:15,386 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.865, mIoU: 0.427
2023-07-24 23:41:15,403 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.866, mIoU: 0.427
2023-07-24 23:41:15,412 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.865, mIoU: 0.427
2023-07-24 23:41:15,425 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.865, mIoU: 0.426
2023-07-24 23:41:15,443 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.861, mIoU: 0.418
2023-07-24 23:41:15,453 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.860, mIoU: 0.417
2023-07-24 23:41:15,467 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.861, mIoU: 0.424
2023-07-24 23:41:15,484 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.862, mIoU: 0.423
2023-07-24 23:41:15,500 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.862, mIoU: 0.425
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2023-07-24 23:41:15,791 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-24 23:41:15,805 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.861, mIoU: 0.462
2023-07-24 23:41:15,821 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:15,835 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.862, mIoU: 0.461
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2023-07-24 23:41:15,864 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:15,880 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:15,897 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.862, mIoU: 0.465
2023-07-24 23:41:15,913 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.862, mIoU: 0.467
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2023-07-24 23:41:16,081 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.857, mIoU: 0.448
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2023-07-24 23:41:20,034 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.858, mIoU: 0.443
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2023-07-24 23:41:20,562 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.859, mIoU: 0.440
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2023-07-24 23:41:20,688 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-24 23:41:20,705 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.859, mIoU: 0.445
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2023-07-24 23:41:20,828 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.860, mIoU: 0.449
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2023-07-24 23:41:20,974 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-24 23:41:20,987 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:41:21,001 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.862, mIoU: 0.454
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2023-07-24 23:41:21,072 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.862, mIoU: 0.456
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2023-07-24 23:41:21,104 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.863, mIoU: 0.456
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2023-07-24 23:41:21,180 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-24 23:41:21,210 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.863, mIoU: 0.454
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2023-07-24 23:41:21,478 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:21,494 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.863, mIoU: 0.459
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2023-07-24 23:41:21,540 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 23:41:21,553 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:21,569 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-24 23:41:21,582 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.863, mIoU: 0.463
2023-07-24 23:41:21,598 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.863, mIoU: 0.463
2023-07-24 23:41:21,611 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.863, mIoU: 0.463
2023-07-24 23:41:21,624 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.863, mIoU: 0.463
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2023-07-24 23:41:21,652 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:21,668 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:21,684 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.863, mIoU: 0.465
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2023-07-24 23:41:21,708 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.863, mIoU: 0.465
2023-07-24 23:41:21,723 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.864, mIoU: 0.465
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2023-07-24 23:41:21,773 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:21,789 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.863, mIoU: 0.461
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2023-07-24 23:41:21,866 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.863, mIoU: 0.459
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2023-07-24 23:41:21,971 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.862, mIoU: 0.457
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2023-07-24 23:41:22,004 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.862, mIoU: 0.457
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2023-07-24 23:41:22,218 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.862, mIoU: 0.456
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2023-07-24 23:41:22,263 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.861, mIoU: 0.450
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2023-07-24 23:41:23,096 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,111 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,126 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:41:23,141 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,156 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,175 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-24 23:41:23,192 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,208 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,219 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,234 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,250 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-24 23:41:23,265 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:41:23,280 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:41:23,295 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:41:23,309 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-24 23:41:23,326 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:41:23,343 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:41:23,359 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-24 23:41:23,376 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,390 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,405 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,419 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,434 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,450 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-24 23:41:23,467 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,482 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,498 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,513 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:41:23,527 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-24 23:41:23,543 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 23:41:23,558 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,572 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,585 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,600 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:41:23,616 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,632 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,646 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-24 23:41:23,661 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:41:23,678 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 23:41:23,693 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,707 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 23:41:23,721 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,729 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,745 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,761 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:23,777 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:23,794 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:23,810 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,827 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,844 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,860 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,874 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,890 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,905 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,922 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 23:41:23,938 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,952 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,966 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 23:41:23,980 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:23,995 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:24,009 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:24,023 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:24,037 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-24 23:41:24,052 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:41:24,069 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:41:24,082 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 23:41:24,097 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:41:24,111 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:41:24,123 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:41:24,139 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 23:41:24,154 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:24,170 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:24,186 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:24,202 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:24,217 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:41:24,231 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:24,247 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:41:24,263 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:41:24,281 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,297 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,313 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 23:41:24,330 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 23:41:24,343 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:24,357 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,371 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 23:41:24,386 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 23:41:24,403 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,418 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,432 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:24,449 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,465 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,482 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,498 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,515 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,530 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:24,546 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,561 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,577 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,593 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,609 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,626 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,639 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,655 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,672 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,685 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:24,699 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:24,715 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,731 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,746 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,761 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,774 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:24,787 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:24,802 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:24,816 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:24,833 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:24,851 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,866 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,882 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,897 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:24,913 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:24,929 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:24,943 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:24,957 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:24,974 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:24,990 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,004 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,020 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,036 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,050 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,064 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,080 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,096 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,114 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,128 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,142 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:25,156 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,172 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,185 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,199 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,215 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,231 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,245 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:25,261 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:25,278 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:25,294 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:25,311 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,325 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,339 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,354 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,368 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,382 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,396 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:25,413 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,427 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,441 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,457 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,473 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,490 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,507 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,521 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,535 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,551 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,567 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,583 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,599 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,613 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,627 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,639 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,656 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,673 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,688 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,703 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,715 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,729 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,745 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:25,760 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,774 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,790 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,804 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:25,820 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,834 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,850 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,864 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,881 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,897 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,911 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:25,928 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,945 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,961 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,977 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:25,994 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:26,010 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:26,026 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:26,041 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,057 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,072 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,086 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,100 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,114 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,131 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:26,145 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,162 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,177 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,189 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,204 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,221 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,236 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,250 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,266 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,281 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,295 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,310 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,326 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,341 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,355 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,367 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,384 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,400 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,416 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,430 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,446 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,462 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,479 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,496 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:41:26,511 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 23:41:26,527 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,542 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,558 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,574 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:26,588 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,605 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,619 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 23:41:26,635 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,651 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,667 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,682 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 23:41:26,698 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,714 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,729 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,746 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,761 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-24 23:41:26,777 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,793 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,803 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,818 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,832 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,848 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-24 23:41:26,864 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,881 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,895 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,912 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,928 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,943 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,961 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,977 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 23:41:26,991 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,008 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,024 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,040 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,054 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,070 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,086 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,103 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,116 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,132 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,148 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,162 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:27,177 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:27,192 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,205 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 23:41:27,220 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,234 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,248 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,264 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,280 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,295 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 23:41:27,311 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,327 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,341 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,354 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,370 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,384 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,398 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,414 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,430 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,446 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:27,462 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,476 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,490 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,507 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:27,523 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:27,537 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,553 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,567 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,583 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,598 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,615 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,630 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,646 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,655 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,672 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,688 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,702 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,717 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,732 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,748 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,761 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,777 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 23:41:27,792 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 23:41:27,809 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 23:41:27,824 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,840 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:27,857 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,873 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-24 23:41:27,887 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-24 23:41:27,903 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-24 23:41:27,919 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.867, mIoU: 0.458
2023-07-24 23:41:27,934 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-24 23:41:27,948 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 23:41:27,964 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,981 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:27,996 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:28,004 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 23:41:28,018 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 23:41:28,031 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:28,044 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:28,056 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:28,072 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,088 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,103 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:28,115 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,129 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,145 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,156 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,172 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,186 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,202 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:28,217 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:28,233 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,249 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,261 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,275 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,291 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:28,306 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,322 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,338 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,352 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,362 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,374 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,387 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:28,399 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,415 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,429 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,444 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,461 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:28,477 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,492 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,508 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,524 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,540 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,557 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,573 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,588 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,604 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,621 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:28,635 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,649 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:28,664 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,677 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,694 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,708 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,724 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:28,740 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:28,759 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:28,776 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,790 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,806 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:28,822 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:28,837 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:28,853 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,867 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,881 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,897 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-24 23:41:28,912 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-24 23:41:28,928 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-24 23:41:28,944 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:28,961 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:41:28,977 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-24 23:41:28,993 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-24 23:41:29,008 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,022 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,039 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,049 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,063 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,079 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-24 23:41:29,092 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:29,107 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:29,123 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:29,139 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,155 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,171 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,187 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,202 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:29,215 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,231 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,244 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,260 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,275 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,288 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,304 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,318 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,334 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 23:41:29,350 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,367 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:29,383 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:29,399 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 23:41:29,413 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,426 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,443 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 23:41:29,457 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,471 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 23:41:29,488 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:29,504 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:29,520 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:29,534 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 23:41:29,548 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:29,564 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,581 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,597 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,611 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,625 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,640 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,656 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:29,672 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,688 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 23:41:29,703 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:29,719 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:29,734 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,750 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 23:41:29,766 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,781 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 23:41:29,796 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,812 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 23:41:29,825 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,841 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 23:41:29,857 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 23:41:29,873 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,886 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 23:41:29,902 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:29,917 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:29,934 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:29,948 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:29,964 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:29,980 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 23:41:29,996 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,013 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 23:41:30,029 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 23:41:30,045 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 23:41:30,059 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,075 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 23:41:30,092 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,106 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,122 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,136 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,145 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,161 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,177 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 23:41:30,190 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 23:41:30,207 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:30,223 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:30,236 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,250 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,266 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,281 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,297 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,315 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,330 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,348 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,363 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,377 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,393 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,410 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,426 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,439 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,453 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,469 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,485 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,501 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,517 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,531 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,547 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,561 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,575 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,591 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,608 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,623 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,639 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,652 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:30,668 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,683 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,698 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,714 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,727 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,743 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,757 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,772 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,785 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,801 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,817 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,834 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,850 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,861 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,875 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,892 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,909 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,923 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,939 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,956 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:30,972 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:30,986 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,000 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,016 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,030 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:31,045 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,058 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:31,072 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:31,087 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 23:41:31,103 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,118 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 23:41:31,133 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 23:41:31,147 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,162 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,178 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 23:41:31,191 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 23:41:31,207 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:41:31,223 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:41:31,239 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 23:41:31,255 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 23:41:31,268 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 23:41:31,282 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,297 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,313 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,328 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,342 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,357 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,375 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,389 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,400 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,416 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,432 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,448 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,464 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,477 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 23:41:31,493 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,508 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-24 23:41:31,522 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,538 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,553 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.864, mIoU: 0.465
2023-07-24 23:41:31,569 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.864, mIoU: 0.464
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2023-07-24 23:41:31,602 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:31,617 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:31,632 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:31,648 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.863, mIoU: 0.464
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2023-07-24 23:41:31,677 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:31,693 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.863, mIoU: 0.464
2023-07-24 23:41:31,709 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:31,722 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:31,738 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:31,750 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:31,765 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,782 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,798 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 23:41:31,812 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 23:41:31,828 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.862, mIoU: 0.462
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2023-07-24 23:41:31,862 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,874 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.862, mIoU: 0.462
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2023-07-24 23:41:31,906 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,917 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,933 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,949 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,965 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,979 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 23:41:31,992 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 23:41:32,008 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 23:41:32,023 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:32,038 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:32,052 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:32,069 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:32,082 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,096 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:32,112 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:32,127 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,143 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,158 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,175 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,189 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,206 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,221 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,237 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,253 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,267 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,281 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,298 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,313 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,329 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,343 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,357 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,373 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,389 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,403 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,418 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,434 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,450 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,467 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,482 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,499 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,516 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,530 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,546 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,562 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,576 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,593 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,609 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,625 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,641 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,657 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,673 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.860, mIoU: 0.457
2023-07-24 23:41:32,688 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,704 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,719 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:32,735 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,752 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,767 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,783 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:32,798 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,812 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,827 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,843 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,860 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,874 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:32,890 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,907 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,923 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,940 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,956 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,972 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:32,988 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,002 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,016 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,030 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,043 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,057 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,072 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,088 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,101 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:33,114 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,130 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,142 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,156 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,171 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,187 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,203 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,219 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,234 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,250 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,266 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,280 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,297 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,314 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,331 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,345 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,362 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,379 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,394 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,410 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,424 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,439 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,455 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-24 23:41:33,471 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,486 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,500 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,515 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,530 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,546 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,561 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:33,577 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,592 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,608 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,619 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,634 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,648 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,662 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,680 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,696 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,712 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,725 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,738 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,753 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:33,769 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,784 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,799 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,815 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,829 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,845 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,861 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:33,875 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:33,891 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:33,907 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:33,921 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:33,936 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:33,948 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:33,965 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:33,980 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:33,996 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,011 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,025 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,039 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,054 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,069 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:34,084 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:34,098 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 23:41:34,112 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,128 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,143 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,159 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 23:41:34,172 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,188 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,205 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,221 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,237 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,254 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 23:41:34,262 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,279 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,292 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,306 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,322 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,339 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-24 23:41:34,354 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,371 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,388 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,404 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,421 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,435 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-24 23:41:34,450 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,468 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,483 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,500 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,515 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,533 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,546 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,561 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,576 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,592 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,605 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,619 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,634 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,651 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,667 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 23:41:34,683 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,699 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,715 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,732 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,746 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,762 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,776 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,792 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,809 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,826 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,842 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,855 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:34,871 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,886 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 23:41:34,902 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,917 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,933 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,949 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,964 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,977 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:34,992 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 23:41:35,006 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,021 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,036 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,052 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,068 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,083 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,098 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,108 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,124 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,137 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,152 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,168 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,183 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,199 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,210 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,220 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,237 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,253 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,270 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,284 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,301 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,317 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,332 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,348 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,365 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,381 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,397 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 23:41:35,412 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,429 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,445 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,462 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,475 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,491 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,506 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,521 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 23:41:35,536 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 23:41:35,550 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 23:41:35,564 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 23:41:35,579 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 23:41:35,595 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 23:41:53,432 semantic_segmentation INFO: Iters: 26410/150000 || Lr: 0.016801 || Task Loss: 0.8305 || KD Loss: 0.3410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:35 || Estimated Time: 2 days, 12:24:48
2023-07-24 23:42:11,271 semantic_segmentation INFO: Iters: 26420/150000 || Lr: 0.016800 || Task Loss: 0.7213 || KD Loss: 0.2890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:53 || Estimated Time: 2 days, 12:24:31
2023-07-24 23:42:29,728 semantic_segmentation INFO: Iters: 26430/150000 || Lr: 0.016799 || Task Loss: 0.7803 || KD Loss: 0.3121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:55:12 || Estimated Time: 2 days, 12:24:18
2023-07-24 23:42:48,271 semantic_segmentation INFO: Iters: 26440/150000 || Lr: 0.016797 || Task Loss: 0.9529 || KD Loss: 0.2652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:55:30 || Estimated Time: 2 days, 12:24:04
2023-07-24 23:43:06,234 semantic_segmentation INFO: Iters: 26450/150000 || Lr: 0.016796 || Task Loss: 0.9777 || KD Loss: 0.4112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:55:48 || Estimated Time: 2 days, 12:23:48
2023-07-24 23:43:24,703 semantic_segmentation INFO: Iters: 26460/150000 || Lr: 0.016795 || Task Loss: 0.9048 || KD Loss: 0.3396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:06 || Estimated Time: 2 days, 12:23:35
2023-07-24 23:43:42,689 semantic_segmentation INFO: Iters: 26470/150000 || Lr: 0.016794 || Task Loss: 0.9966 || KD Loss: 0.3592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:24 || Estimated Time: 2 days, 12:23:19
2023-07-24 23:44:00,803 semantic_segmentation INFO: Iters: 26480/150000 || Lr: 0.016792 || Task Loss: 1.0371 || KD Loss: 0.4087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:43 || Estimated Time: 2 days, 12:23:04
2023-07-24 23:44:19,382 semantic_segmentation INFO: Iters: 26490/150000 || Lr: 0.016791 || Task Loss: 0.8865 || KD Loss: 0.3781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:01 || Estimated Time: 2 days, 12:22:51
2023-07-24 23:44:37,242 semantic_segmentation INFO: Iters: 26500/150000 || Lr: 0.016790 || Task Loss: 0.7735 || KD Loss: 0.2744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:19 || Estimated Time: 2 days, 12:22:35
2023-07-24 23:44:56,225 semantic_segmentation INFO: Iters: 26510/150000 || Lr: 0.016789 || Task Loss: 0.6056 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:38 || Estimated Time: 2 days, 12:22:23
2023-07-24 23:45:14,163 semantic_segmentation INFO: Iters: 26520/150000 || Lr: 0.016788 || Task Loss: 0.8125 || KD Loss: 0.2993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:56 || Estimated Time: 2 days, 12:22:07
2023-07-24 23:45:32,689 semantic_segmentation INFO: Iters: 26530/150000 || Lr: 0.016786 || Task Loss: 0.9039 || KD Loss: 0.4101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:14 || Estimated Time: 2 days, 12:21:54
2023-07-24 23:45:50,997 semantic_segmentation INFO: Iters: 26540/150000 || Lr: 0.016785 || Task Loss: 0.6024 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:33 || Estimated Time: 2 days, 12:21:40
2023-07-24 23:46:09,386 semantic_segmentation INFO: Iters: 26550/150000 || Lr: 0.016784 || Task Loss: 0.8413 || KD Loss: 0.3309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:51 || Estimated Time: 2 days, 12:21:26
2023-07-24 23:46:27,327 semantic_segmentation INFO: Iters: 26560/150000 || Lr: 0.016783 || Task Loss: 0.8684 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:09 || Estimated Time: 2 days, 12:21:10
2023-07-24 23:46:45,393 semantic_segmentation INFO: Iters: 26570/150000 || Lr: 0.016781 || Task Loss: 1.0566 || KD Loss: 0.4030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:27 || Estimated Time: 2 days, 12:20:54
2023-07-24 23:47:03,856 semantic_segmentation INFO: Iters: 26580/150000 || Lr: 0.016780 || Task Loss: 0.7657 || KD Loss: 0.2596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:46 || Estimated Time: 2 days, 12:20:41
2023-07-24 23:47:22,165 semantic_segmentation INFO: Iters: 26590/150000 || Lr: 0.016779 || Task Loss: 1.0787 || KD Loss: 0.4565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:04 || Estimated Time: 2 days, 12:20:26
2023-07-24 23:47:40,687 semantic_segmentation INFO: Iters: 26600/150000 || Lr: 0.016778 || Task Loss: 0.8658 || KD Loss: 0.4536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:22 || Estimated Time: 2 days, 12:20:13
2023-07-24 23:47:58,894 semantic_segmentation INFO: Iters: 26610/150000 || Lr: 0.016777 || Task Loss: 0.5483 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:41 || Estimated Time: 2 days, 12:19:58
2023-07-24 23:48:17,049 semantic_segmentation INFO: Iters: 26620/150000 || Lr: 0.016775 || Task Loss: 0.6158 || KD Loss: 0.2002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:59 || Estimated Time: 2 days, 12:19:43
2023-07-24 23:48:35,512 semantic_segmentation INFO: Iters: 26630/150000 || Lr: 0.016774 || Task Loss: 0.4535 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:17 || Estimated Time: 2 days, 12:19:30
2023-07-24 23:48:53,455 semantic_segmentation INFO: Iters: 26640/150000 || Lr: 0.016773 || Task Loss: 1.0655 || KD Loss: 0.4510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:35 || Estimated Time: 2 days, 12:19:14
2023-07-24 23:49:12,038 semantic_segmentation INFO: Iters: 26650/150000 || Lr: 0.016772 || Task Loss: 0.9536 || KD Loss: 0.4284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:54 || Estimated Time: 2 days, 12:19:01
2023-07-24 23:49:30,442 semantic_segmentation INFO: Iters: 26660/150000 || Lr: 0.016770 || Task Loss: 0.5834 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:12 || Estimated Time: 2 days, 12:18:47
2023-07-24 23:49:48,643 semantic_segmentation INFO: Iters: 26670/150000 || Lr: 0.016769 || Task Loss: 0.8514 || KD Loss: 0.3071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:30 || Estimated Time: 2 days, 12:18:32
2023-07-24 23:50:07,128 semantic_segmentation INFO: Iters: 26680/150000 || Lr: 0.016768 || Task Loss: 0.7827 || KD Loss: 0.3164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:49 || Estimated Time: 2 days, 12:18:18
2023-07-24 23:50:25,232 semantic_segmentation INFO: Iters: 26690/150000 || Lr: 0.016767 || Task Loss: 0.9883 || KD Loss: 0.4039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:07 || Estimated Time: 2 days, 12:18:03
2023-07-24 23:50:43,911 semantic_segmentation INFO: Iters: 26700/150000 || Lr: 0.016766 || Task Loss: 0.6639 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:26 || Estimated Time: 2 days, 12:17:50
2023-07-24 23:51:02,526 semantic_segmentation INFO: Iters: 26710/150000 || Lr: 0.016764 || Task Loss: 0.7591 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:44 || Estimated Time: 2 days, 12:17:38
2023-07-24 23:51:20,866 semantic_segmentation INFO: Iters: 26720/150000 || Lr: 0.016763 || Task Loss: 0.7909 || KD Loss: 0.2299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:03 || Estimated Time: 2 days, 12:17:23
2023-07-24 23:51:38,876 semantic_segmentation INFO: Iters: 26730/150000 || Lr: 0.016762 || Task Loss: 0.6738 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:21 || Estimated Time: 2 days, 12:17:07
2023-07-24 23:51:57,493 semantic_segmentation INFO: Iters: 26740/150000 || Lr: 0.016761 || Task Loss: 0.9116 || KD Loss: 0.3687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:39 || Estimated Time: 2 days, 12:16:54
2023-07-24 23:52:15,496 semantic_segmentation INFO: Iters: 26750/150000 || Lr: 0.016759 || Task Loss: 0.9247 || KD Loss: 0.3137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:57 || Estimated Time: 2 days, 12:16:39
2023-07-24 23:52:33,901 semantic_segmentation INFO: Iters: 26760/150000 || Lr: 0.016758 || Task Loss: 0.9979 || KD Loss: 0.3455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:16 || Estimated Time: 2 days, 12:16:25
2023-07-24 23:52:52,305 semantic_segmentation INFO: Iters: 26770/150000 || Lr: 0.016757 || Task Loss: 0.7574 || KD Loss: 0.3154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:34 || Estimated Time: 2 days, 12:16:11
2023-07-24 23:53:10,445 semantic_segmentation INFO: Iters: 26780/150000 || Lr: 0.016756 || Task Loss: 0.7082 || KD Loss: 0.2794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:52 || Estimated Time: 2 days, 12:15:56
2023-07-24 23:53:28,840 semantic_segmentation INFO: Iters: 26790/150000 || Lr: 0.016755 || Task Loss: 1.2120 || KD Loss: 0.5587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:11 || Estimated Time: 2 days, 12:15:42
2023-07-24 23:53:47,102 semantic_segmentation INFO: Iters: 26800/150000 || Lr: 0.016753 || Task Loss: 0.7060 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:29 || Estimated Time: 2 days, 12:15:27
2023-07-24 23:54:05,552 semantic_segmentation INFO: Iters: 26810/150000 || Lr: 0.016752 || Task Loss: 0.8718 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:47 || Estimated Time: 2 days, 12:15:13
2023-07-24 23:54:24,215 semantic_segmentation INFO: Iters: 26820/150000 || Lr: 0.016751 || Task Loss: 0.6662 || KD Loss: 0.2537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:06 || Estimated Time: 2 days, 12:15:01
2023-07-24 23:54:42,089 semantic_segmentation INFO: Iters: 26830/150000 || Lr: 0.016750 || Task Loss: 1.0105 || KD Loss: 0.4040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:24 || Estimated Time: 2 days, 12:14:44
2023-07-24 23:55:00,687 semantic_segmentation INFO: Iters: 26840/150000 || Lr: 0.016748 || Task Loss: 1.1598 || KD Loss: 0.4161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:42 || Estimated Time: 2 days, 12:14:31
2023-07-24 23:55:18,826 semantic_segmentation INFO: Iters: 26850/150000 || Lr: 0.016747 || Task Loss: 1.0237 || KD Loss: 0.4080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:01 || Estimated Time: 2 days, 12:14:16
2023-07-24 23:55:37,038 semantic_segmentation INFO: Iters: 26860/150000 || Lr: 0.016746 || Task Loss: 1.0483 || KD Loss: 0.4366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:19 || Estimated Time: 2 days, 12:14:01
2023-07-24 23:55:55,477 semantic_segmentation INFO: Iters: 26870/150000 || Lr: 0.016745 || Task Loss: 1.0364 || KD Loss: 0.3940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:37 || Estimated Time: 2 days, 12:13:47
2023-07-24 23:56:13,910 semantic_segmentation INFO: Iters: 26880/150000 || Lr: 0.016744 || Task Loss: 1.0752 || KD Loss: 0.4245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:56 || Estimated Time: 2 days, 12:13:33
2023-07-24 23:56:32,027 semantic_segmentation INFO: Iters: 26890/150000 || Lr: 0.016742 || Task Loss: 0.8714 || KD Loss: 0.3157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:14 || Estimated Time: 2 days, 12:13:18
2023-07-24 23:56:50,571 semantic_segmentation INFO: Iters: 26900/150000 || Lr: 0.016741 || Task Loss: 0.8115 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:32 || Estimated Time: 2 days, 12:13:05
2023-07-24 23:57:09,006 semantic_segmentation INFO: Iters: 26910/150000 || Lr: 0.016740 || Task Loss: 1.0609 || KD Loss: 0.3805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:51 || Estimated Time: 2 days, 12:12:51
2023-07-24 23:57:27,025 semantic_segmentation INFO: Iters: 26920/150000 || Lr: 0.016739 || Task Loss: 0.7484 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:09 || Estimated Time: 2 days, 12:12:35
2023-07-24 23:57:45,535 semantic_segmentation INFO: Iters: 26930/150000 || Lr: 0.016737 || Task Loss: 0.9243 || KD Loss: 0.4030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:27 || Estimated Time: 2 days, 12:12:22
2023-07-24 23:58:03,520 semantic_segmentation INFO: Iters: 26940/150000 || Lr: 0.016736 || Task Loss: 0.6578 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:45 || Estimated Time: 2 days, 12:12:06
2023-07-24 23:58:21,928 semantic_segmentation INFO: Iters: 26950/150000 || Lr: 0.016735 || Task Loss: 0.8302 || KD Loss: 0.2976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:04 || Estimated Time: 2 days, 12:11:52
2023-07-24 23:58:40,025 semantic_segmentation INFO: Iters: 26960/150000 || Lr: 0.016734 || Task Loss: 1.1016 || KD Loss: 0.4912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:22 || Estimated Time: 2 days, 12:11:36
2023-07-24 23:58:58,252 semantic_segmentation INFO: Iters: 26970/150000 || Lr: 0.016733 || Task Loss: 0.8376 || KD Loss: 0.3623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:40 || Estimated Time: 2 days, 12:11:22
2023-07-24 23:59:16,683 semantic_segmentation INFO: Iters: 26980/150000 || Lr: 0.016731 || Task Loss: 0.7313 || KD Loss: 0.2382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:58 || Estimated Time: 2 days, 12:11:08
2023-07-24 23:59:35,121 semantic_segmentation INFO: Iters: 26990/150000 || Lr: 0.016730 || Task Loss: 0.5723 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:17 || Estimated Time: 2 days, 12:10:54
2023-07-24 23:59:53,399 semantic_segmentation INFO: Iters: 27000/150000 || Lr: 0.016729 || Task Loss: 0.4655 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:35 || Estimated Time: 2 days, 12:10:39
2023-07-25 00:00:11,341 semantic_segmentation INFO: Iters: 27010/150000 || Lr: 0.016728 || Task Loss: 0.9151 || KD Loss: 0.3538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:53 || Estimated Time: 2 days, 12:10:23
2023-07-25 00:00:29,856 semantic_segmentation INFO: Iters: 27020/150000 || Lr: 0.016726 || Task Loss: 0.6718 || KD Loss: 0.2901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:12 || Estimated Time: 2 days, 12:10:10
2023-07-25 00:00:48,391 semantic_segmentation INFO: Iters: 27030/150000 || Lr: 0.016725 || Task Loss: 0.7605 || KD Loss: 0.2855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:30 || Estimated Time: 2 days, 12:09:56
2023-07-25 00:01:06,597 semantic_segmentation INFO: Iters: 27040/150000 || Lr: 0.016724 || Task Loss: 0.7945 || KD Loss: 0.3027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:48 || Estimated Time: 2 days, 12:09:41
2023-07-25 00:01:25,083 semantic_segmentation INFO: Iters: 27050/150000 || Lr: 0.016723 || Task Loss: 1.2025 || KD Loss: 0.4622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:07 || Estimated Time: 2 days, 12:09:28
2023-07-25 00:01:43,190 semantic_segmentation INFO: Iters: 27060/150000 || Lr: 0.016721 || Task Loss: 0.7853 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:25 || Estimated Time: 2 days, 12:09:12
2023-07-25 00:02:01,812 semantic_segmentation INFO: Iters: 27070/150000 || Lr: 0.016720 || Task Loss: 1.1089 || KD Loss: 0.3718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:44 || Estimated Time: 2 days, 12:08:59
2023-07-25 00:02:19,714 semantic_segmentation INFO: Iters: 27080/150000 || Lr: 0.016719 || Task Loss: 0.9560 || KD Loss: 0.3381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:01 || Estimated Time: 2 days, 12:08:43
2023-07-25 00:02:38,224 semantic_segmentation INFO: Iters: 27090/150000 || Lr: 0.016718 || Task Loss: 0.8704 || KD Loss: 0.3268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:20 || Estimated Time: 2 days, 12:08:29
2023-07-25 00:02:56,850 semantic_segmentation INFO: Iters: 27100/150000 || Lr: 0.016717 || Task Loss: 1.1698 || KD Loss: 0.4128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:39 || Estimated Time: 2 days, 12:08:16
2023-07-25 00:03:14,770 semantic_segmentation INFO: Iters: 27110/150000 || Lr: 0.016715 || Task Loss: 1.0563 || KD Loss: 0.4278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:57 || Estimated Time: 2 days, 12:08:00
2023-07-25 00:03:33,212 semantic_segmentation INFO: Iters: 27120/150000 || Lr: 0.016714 || Task Loss: 1.2278 || KD Loss: 0.5604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:15 || Estimated Time: 2 days, 12:07:46
2023-07-25 00:03:51,565 semantic_segmentation INFO: Iters: 27130/150000 || Lr: 0.016713 || Task Loss: 0.5733 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:33 || Estimated Time: 2 days, 12:07:32
2023-07-25 00:04:09,502 semantic_segmentation INFO: Iters: 27140/150000 || Lr: 0.016712 || Task Loss: 0.7415 || KD Loss: 0.3331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:51 || Estimated Time: 2 days, 12:07:16
2023-07-25 00:04:27,901 semantic_segmentation INFO: Iters: 27150/150000 || Lr: 0.016710 || Task Loss: 0.5001 || KD Loss: 0.1783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:10 || Estimated Time: 2 days, 12:07:02
2023-07-25 00:04:46,332 semantic_segmentation INFO: Iters: 27160/150000 || Lr: 0.016709 || Task Loss: 0.7902 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:28 || Estimated Time: 2 days, 12:06:48
2023-07-25 00:05:04,346 semantic_segmentation INFO: Iters: 27170/150000 || Lr: 0.016708 || Task Loss: 0.9327 || KD Loss: 0.3998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:46 || Estimated Time: 2 days, 12:06:32
2023-07-25 00:05:22,450 semantic_segmentation INFO: Iters: 27180/150000 || Lr: 0.016707 || Task Loss: 0.5214 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:04 || Estimated Time: 2 days, 12:06:17
2023-07-25 00:05:41,095 semantic_segmentation INFO: Iters: 27190/150000 || Lr: 0.016706 || Task Loss: 0.9476 || KD Loss: 0.3262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:23 || Estimated Time: 2 days, 12:06:04
2023-07-25 00:05:59,463 semantic_segmentation INFO: Iters: 27200/150000 || Lr: 0.016704 || Task Loss: 0.7728 || KD Loss: 0.2962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:41 || Estimated Time: 2 days, 12:05:49
2023-07-25 00:05:59,727 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:06:00,113 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.085
2023-07-25 00:06:00,127 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.128
2023-07-25 00:06:00,139 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.128
2023-07-25 00:06:00,154 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.126
2023-07-25 00:06:00,168 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.891, mIoU: 0.157
2023-07-25 00:06:00,181 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.877, mIoU: 0.196
2023-07-25 00:06:00,196 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.865, mIoU: 0.218
2023-07-25 00:06:00,211 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.878, mIoU: 0.226
2023-07-25 00:06:00,224 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.880, mIoU: 0.249
2023-07-25 00:06:00,238 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.872, mIoU: 0.259
2023-07-25 00:06:00,253 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.867, mIoU: 0.258
2023-07-25 00:06:00,269 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.872, mIoU: 0.259
2023-07-25 00:06:00,282 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.839, mIoU: 0.254
2023-07-25 00:06:00,297 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.836, mIoU: 0.245
2023-07-25 00:06:00,313 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.840, mIoU: 0.250
2023-07-25 00:06:00,326 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.845, mIoU: 0.250
2023-07-25 00:06:00,337 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.847, mIoU: 0.250
2023-07-25 00:06:00,351 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.853, mIoU: 0.250
2023-07-25 00:06:00,366 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.858, mIoU: 0.256
2023-07-25 00:06:00,383 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.862, mIoU: 0.300
2023-07-25 00:06:00,398 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.857, mIoU: 0.285
2023-07-25 00:06:00,414 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.859, mIoU: 0.287
2023-07-25 00:06:00,430 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.856, mIoU: 0.304
2023-07-25 00:06:00,447 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.858, mIoU: 0.303
2023-07-25 00:06:00,464 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.859, mIoU: 0.309
2023-07-25 00:06:00,479 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.860, mIoU: 0.329
2023-07-25 00:06:00,495 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.862, mIoU: 0.324
2023-07-25 00:06:00,508 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.865, mIoU: 0.324
2023-07-25 00:06:00,524 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.862, mIoU: 0.318
2023-07-25 00:06:00,540 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.866, mIoU: 0.319
2023-07-25 00:06:00,555 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.870, mIoU: 0.326
2023-07-25 00:06:00,572 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.874, mIoU: 0.328
2023-07-25 00:06:00,588 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.877, mIoU: 0.334
2023-07-25 00:06:00,603 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.329
2023-07-25 00:06:00,619 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.362
2023-07-25 00:06:00,636 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.879, mIoU: 0.363
2023-07-25 00:06:00,650 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.882, mIoU: 0.363
2023-07-25 00:06:00,664 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-25 00:06:00,682 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-25 00:06:00,696 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.387
2023-07-25 00:06:00,710 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.880, mIoU: 0.407
2023-07-25 00:06:00,726 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.883, mIoU: 0.407
2023-07-25 00:06:00,741 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.881, mIoU: 0.412
2023-07-25 00:06:00,755 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.881, mIoU: 0.411
2023-07-25 00:06:00,772 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.881, mIoU: 0.414
2023-07-25 00:06:00,788 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.415
2023-07-25 00:06:00,802 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.420
2023-07-25 00:06:00,815 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.883, mIoU: 0.421
2023-07-25 00:06:00,831 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.424
2023-07-25 00:06:00,848 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.884, mIoU: 0.420
2023-07-25 00:06:00,865 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.884, mIoU: 0.419
2023-07-25 00:06:00,881 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.883, mIoU: 0.413
2023-07-25 00:06:00,895 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.884, mIoU: 0.412
2023-07-25 00:06:00,912 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.884, mIoU: 0.410
2023-07-25 00:06:00,928 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.885, mIoU: 0.415
2023-07-25 00:06:00,942 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.884, mIoU: 0.410
2023-07-25 00:06:00,958 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.883, mIoU: 0.406
2023-07-25 00:06:00,976 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.885, mIoU: 0.402
2023-07-25 00:06:00,990 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.402
2023-07-25 00:06:01,006 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.879, mIoU: 0.424
2023-07-25 00:06:01,021 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.874, mIoU: 0.398
2023-07-25 00:06:01,037 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.875, mIoU: 0.396
2023-07-25 00:06:01,050 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.877, mIoU: 0.396
2023-07-25 00:06:01,070 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.878, mIoU: 0.402
2023-07-25 00:06:01,084 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.879, mIoU: 0.415
2023-07-25 00:06:01,100 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.880, mIoU: 0.414
2023-07-25 00:06:01,116 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.881, mIoU: 0.413
2023-07-25 00:06:01,130 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.880, mIoU: 0.432
2023-07-25 00:06:01,146 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.881, mIoU: 0.432
2023-07-25 00:06:01,162 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.878, mIoU: 0.430
2023-07-25 00:06:01,179 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.877, mIoU: 0.449
2023-07-25 00:06:01,193 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.878, mIoU: 0.450
2023-07-25 00:06:01,209 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.878, mIoU: 0.439
2023-07-25 00:06:01,225 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.879, mIoU: 0.438
2023-07-25 00:06:01,241 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.880, mIoU: 0.452
2023-07-25 00:06:01,257 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.445
2023-07-25 00:06:01,273 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.877, mIoU: 0.442
2023-07-25 00:06:01,283 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.876, mIoU: 0.441
2023-07-25 00:06:01,300 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.876, mIoU: 0.456
2023-07-25 00:06:01,318 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.874, mIoU: 0.447
2023-07-25 00:06:01,332 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.872, mIoU: 0.447
2023-07-25 00:06:01,348 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.447
2023-07-25 00:06:01,365 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.871, mIoU: 0.446
2023-07-25 00:06:01,381 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.868, mIoU: 0.436
2023-07-25 00:06:01,398 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.866, mIoU: 0.429
2023-07-25 00:06:01,414 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.867, mIoU: 0.431
2023-07-25 00:06:01,431 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.868, mIoU: 0.430
2023-07-25 00:06:01,447 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.867, mIoU: 0.427
2023-07-25 00:06:01,463 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.864, mIoU: 0.425
2023-07-25 00:06:01,479 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.864, mIoU: 0.424
2023-07-25 00:06:01,495 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.864, mIoU: 0.428
2023-07-25 00:06:01,512 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.866, mIoU: 0.428
2023-07-25 00:06:01,527 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.866, mIoU: 0.432
2023-07-25 00:06:01,543 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.867, mIoU: 0.444
2023-07-25 00:06:01,559 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:01,574 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:01,588 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 00:06:01,602 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:01,617 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.866, mIoU: 0.441
2023-07-25 00:06:01,631 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.867, mIoU: 0.442
2023-07-25 00:06:01,646 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.867, mIoU: 0.441
2023-07-25 00:06:01,662 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.868, mIoU: 0.441
2023-07-25 00:06:01,676 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.869, mIoU: 0.441
2023-07-25 00:06:01,692 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.868, mIoU: 0.441
2023-07-25 00:06:01,709 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.869, mIoU: 0.441
2023-07-25 00:06:01,722 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.870, mIoU: 0.446
2023-07-25 00:06:01,739 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.869, mIoU: 0.445
2023-07-25 00:06:01,755 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.870, mIoU: 0.444
2023-07-25 00:06:01,769 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.870, mIoU: 0.443
2023-07-25 00:06:01,783 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.870, mIoU: 0.442
2023-07-25 00:06:01,797 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.870, mIoU: 0.446
2023-07-25 00:06:01,811 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.871, mIoU: 0.447
2023-07-25 00:06:01,828 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.872, mIoU: 0.446
2023-07-25 00:06:01,845 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.872, mIoU: 0.447
2023-07-25 00:06:01,861 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.873, mIoU: 0.449
2023-07-25 00:06:01,875 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.874, mIoU: 0.449
2023-07-25 00:06:01,889 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.873, mIoU: 0.447
2023-07-25 00:06:01,904 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.873, mIoU: 0.447
2023-07-25 00:06:01,918 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.874, mIoU: 0.446
2023-07-25 00:06:01,934 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.873, mIoU: 0.445
2023-07-25 00:06:01,950 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.874, mIoU: 0.445
2023-07-25 00:06:01,963 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.875, mIoU: 0.444
2023-07-25 00:06:01,977 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.875, mIoU: 0.443
2023-07-25 00:06:01,993 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.875, mIoU: 0.443
2023-07-25 00:06:02,009 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.876, mIoU: 0.442
2023-07-25 00:06:02,018 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.876, mIoU: 0.444
2023-07-25 00:06:02,030 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.877, mIoU: 0.443
2023-07-25 00:06:02,046 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.872, mIoU: 0.435
2023-07-25 00:06:02,055 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.871, mIoU: 0.433
2023-07-25 00:06:02,070 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.870, mIoU: 0.434
2023-07-25 00:06:02,086 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.871, mIoU: 0.433
2023-07-25 00:06:02,103 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.872, mIoU: 0.436
2023-07-25 00:06:02,117 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.873, mIoU: 0.437
2023-07-25 00:06:02,134 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.872, mIoU: 0.434
2023-07-25 00:06:02,148 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.872, mIoU: 0.437
2023-07-25 00:06:02,162 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.872, mIoU: 0.437
2023-07-25 00:06:02,178 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.869, mIoU: 0.435
2023-07-25 00:06:02,193 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.869, mIoU: 0.435
2023-07-25 00:06:02,209 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.869, mIoU: 0.430
2023-07-25 00:06:02,223 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.869, mIoU: 0.429
2023-07-25 00:06:02,239 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.870, mIoU: 0.433
2023-07-25 00:06:02,256 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.870, mIoU: 0.431
2023-07-25 00:06:02,272 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.869, mIoU: 0.432
2023-07-25 00:06:02,288 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.869, mIoU: 0.428
2023-07-25 00:06:02,304 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.869, mIoU: 0.429
2023-07-25 00:06:02,319 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.868, mIoU: 0.427
2023-07-25 00:06:02,335 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.868, mIoU: 0.426
2023-07-25 00:06:02,350 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.867, mIoU: 0.434
2023-07-25 00:06:02,360 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 00:06:02,376 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 00:06:02,391 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 00:06:02,405 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.867, mIoU: 0.446
2023-07-25 00:06:02,420 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.867, mIoU: 0.446
2023-07-25 00:06:02,433 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.867, mIoU: 0.446
2023-07-25 00:06:02,447 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.868, mIoU: 0.447
2023-07-25 00:06:02,463 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:02,480 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:02,497 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 00:06:02,513 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:02,530 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:02,546 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:02,562 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 00:06:02,576 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:02,592 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.866, mIoU: 0.442
2023-07-25 00:06:02,606 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.866, mIoU: 0.441
2023-07-25 00:06:02,621 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:02,634 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:02,650 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:02,666 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.863, mIoU: 0.433
2023-07-25 00:06:02,682 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.862, mIoU: 0.429
2023-07-25 00:06:02,698 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.862, mIoU: 0.428
2023-07-25 00:06:02,713 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.863, mIoU: 0.429
2023-07-25 00:06:02,728 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.863, mIoU: 0.432
2023-07-25 00:06:02,744 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.864, mIoU: 0.432
2023-07-25 00:06:02,761 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.863, mIoU: 0.434
2023-07-25 00:06:02,776 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.864, mIoU: 0.435
2023-07-25 00:06:02,790 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.863, mIoU: 0.433
2023-07-25 00:06:02,803 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.863, mIoU: 0.432
2023-07-25 00:06:02,819 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.863, mIoU: 0.432
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2023-07-25 00:06:06,531 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.860, mIoU: 0.429
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2023-07-25 00:06:06,581 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.858, mIoU: 0.427
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2023-07-25 00:06:06,990 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.855, mIoU: 0.421
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2023-07-25 00:06:07,432 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:06:07,449 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-25 00:06:07,464 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-25 00:06:07,480 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:06:07,496 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-25 00:06:07,512 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.858, mIoU: 0.431
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2023-07-25 00:06:07,555 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:06:07,571 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:06:07,585 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.859, mIoU: 0.433
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2023-07-25 00:06:07,662 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.859, mIoU: 0.435
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2023-07-25 00:06:07,688 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 00:06:07,704 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.860, mIoU: 0.434
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2023-07-25 00:06:07,733 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 00:06:07,748 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.860, mIoU: 0.436
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2023-07-25 00:06:07,778 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.861, mIoU: 0.437
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2023-07-25 00:06:07,808 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.860, mIoU: 0.435
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2023-07-25 00:06:07,874 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 00:06:07,888 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 00:06:07,904 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.860, mIoU: 0.437
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2023-07-25 00:06:07,935 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.861, mIoU: 0.436
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2023-07-25 00:06:07,967 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.861, mIoU: 0.440
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2023-07-25 00:06:08,000 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.860, mIoU: 0.436
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2023-07-25 00:06:08,061 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 00:06:08,078 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.860, mIoU: 0.436
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2023-07-25 00:06:08,124 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 00:06:08,141 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 00:06:08,155 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:08,172 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:08,184 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:08,200 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:08,214 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 00:06:08,226 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.860, mIoU: 0.440
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2023-07-25 00:06:08,270 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 00:06:08,286 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.860, mIoU: 0.442
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2023-07-25 00:06:08,326 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:08,341 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.860, mIoU: 0.442
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2023-07-25 00:06:08,814 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.861, mIoU: 0.444
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2023-07-25 00:06:08,964 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 00:06:08,981 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:08,997 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,013 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,029 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,044 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,058 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,074 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-25 00:06:09,090 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-25 00:06:09,104 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,119 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,135 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,150 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,165 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,181 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,192 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,208 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,223 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,238 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,253 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,269 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,282 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,297 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,313 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,329 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,342 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,358 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,373 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,389 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,405 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,421 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,437 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,453 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,469 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:09,485 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:09,499 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,515 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,531 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,547 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,560 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-25 00:06:09,577 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,591 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,607 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,623 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,640 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,656 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,672 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:09,688 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,704 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,720 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 00:06:09,735 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,751 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,770 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,785 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 00:06:09,801 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,812 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 00:06:09,825 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 00:06:09,841 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,855 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,871 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,885 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,899 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,915 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,933 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:09,949 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:09,966 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,979 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:09,995 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:10,009 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:10,024 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:10,040 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 00:06:10,056 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:10,072 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 00:06:10,087 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:10,103 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:10,117 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:10,133 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 00:06:10,148 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,162 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,175 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,190 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,206 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,222 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,235 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:10,251 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,268 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,284 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,298 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:10,312 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,320 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,336 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,353 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,369 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:10,385 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:10,401 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:10,417 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,434 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,450 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,463 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,479 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,494 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,510 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,525 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:10,539 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:10,552 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:10,566 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:10,580 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,594 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:10,607 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:10,621 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,636 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,652 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,664 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,679 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,693 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,706 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,722 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,739 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:10,755 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:10,772 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:10,788 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:10,805 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,819 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:10,836 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,852 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,870 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,886 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,902 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:10,918 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:10,931 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,945 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:10,958 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:10,973 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:10,990 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:11,003 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:11,017 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,032 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:11,046 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:11,061 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:11,076 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:11,092 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,105 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,121 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,135 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,150 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,166 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:11,181 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:11,197 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,211 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,228 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,244 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,258 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,272 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,288 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:11,305 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,321 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:11,337 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:11,350 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:11,364 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:11,379 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:11,393 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:11,409 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:11,426 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,440 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:11,456 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,470 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,486 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,501 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,515 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,529 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,545 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,561 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:11,575 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:11,591 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:11,607 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:11,622 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:11,636 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 00:06:11,651 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,668 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:11,685 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,699 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,714 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,728 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,744 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.864, mIoU: 0.438
2023-07-25 00:06:11,758 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.864, mIoU: 0.438
2023-07-25 00:06:11,772 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.864, mIoU: 0.438
2023-07-25 00:06:11,787 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,803 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,816 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,832 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,848 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 00:06:11,864 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,880 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,894 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,908 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,923 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,938 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,951 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 00:06:11,966 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 00:06:11,982 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:11,997 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:12,010 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:12,026 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:12,042 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 00:06:12,058 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,075 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,089 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,103 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 00:06:12,119 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 00:06:12,135 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,151 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,167 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,180 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,194 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 00:06:12,206 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,223 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,239 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,254 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,269 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:12,281 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,295 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 00:06:12,311 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 00:06:12,326 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 00:06:12,340 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 00:06:12,356 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 00:06:12,370 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 00:06:12,386 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 00:06:12,400 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 00:06:12,417 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 00:06:12,432 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,448 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,464 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,477 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 00:06:12,493 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,509 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,525 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,542 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,558 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,574 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,590 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,605 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,621 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,637 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,651 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,665 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,680 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,697 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:12,712 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 00:06:12,729 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 00:06:12,745 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,757 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,772 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,789 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,805 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,819 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,835 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,850 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,863 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,878 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,894 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:12,909 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:12,924 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:12,936 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:12,954 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:12,971 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:12,987 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:13,001 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 00:06:13,017 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,033 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,049 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,066 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:13,080 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:13,096 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,110 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,125 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:13,140 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:13,153 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,169 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,183 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,198 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,214 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,229 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:13,244 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,259 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,274 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,289 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,305 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,320 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,336 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,352 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,362 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,376 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,390 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,405 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,421 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,437 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,450 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,466 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,481 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:13,496 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,513 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,529 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,543 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,559 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,575 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,591 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,604 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,620 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:13,635 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,652 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,665 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,681 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,697 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,711 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,726 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,742 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,756 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,772 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:13,786 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,801 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,818 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,834 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,850 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,866 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:13,882 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:13,896 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:13,910 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,925 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,939 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,953 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,969 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:13,985 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:14,001 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,017 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,031 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,045 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,062 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,078 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,091 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,107 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,120 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,137 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,152 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,169 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,185 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,201 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,210 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,227 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:14,244 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:14,258 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,273 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,289 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,305 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,319 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,335 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,351 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,367 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,383 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,398 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,415 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,432 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,445 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,460 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,476 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,490 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 00:06:14,504 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,519 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:14,535 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,550 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,558 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,571 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 00:06:14,585 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:14,598 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:14,611 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 00:06:14,627 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 00:06:14,642 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 00:06:14,658 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 00:06:14,671 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:14,684 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:14,700 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:14,711 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,728 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,742 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,758 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,773 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:14,789 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:14,805 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,817 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,831 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,847 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,862 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,878 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,893 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,907 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,917 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:14,929 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,942 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,955 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,971 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:14,985 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,001 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,018 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,034 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,049 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,066 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,082 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,099 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,115 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,131 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,147 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,163 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,179 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,193 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 00:06:15,206 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,222 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,235 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,251 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,265 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,280 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,296 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,314 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,330 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,343 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,359 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,374 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 00:06:15,391 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,408 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,422 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,437 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,453 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,469 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,486 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,502 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 00:06:15,519 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,535 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 00:06:15,552 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,568 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,582 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,598 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,608 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,622 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 00:06:15,637 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 00:06:15,650 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 00:06:15,665 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:15,680 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 00:06:15,696 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:15,712 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:15,728 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:15,743 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:15,759 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 00:06:15,772 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 00:06:15,788 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,802 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,818 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,834 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,849 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,866 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,880 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,896 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,912 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:15,928 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:15,944 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:15,960 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:15,974 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:15,987 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 00:06:16,003 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:16,017 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,031 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:16,047 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,063 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,078 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,092 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,105 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,121 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:16,137 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:16,153 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 00:06:16,167 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,181 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,197 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,214 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,230 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 00:06:16,247 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,263 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,280 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,295 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,312 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,329 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 00:06:16,345 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,361 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 00:06:16,378 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,391 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,407 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,423 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,439 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 00:06:16,452 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,467 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,482 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,499 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,512 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,527 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,542 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,557 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,573 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,588 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,604 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 00:06:16,617 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:16,633 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 00:06:16,650 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:16,664 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:16,679 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 00:06:16,693 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:16,702 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,718 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:16,733 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:16,747 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 00:06:16,763 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:16,779 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:16,793 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:16,806 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:16,822 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:16,838 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:16,854 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:16,873 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,888 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,906 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,921 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,935 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,951 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,966 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,982 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 00:06:16,995 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,009 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,025 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,041 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,056 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,072 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,086 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,102 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,116 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,130 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,146 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,163 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,178 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,194 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,208 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,224 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,240 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,255 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,271 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,285 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,301 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,315 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,329 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,342 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,357 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,373 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,389 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,404 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,416 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 00:06:17,429 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,446 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,463 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,476 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,492 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,509 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,525 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,539 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,554 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,569 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,583 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,599 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,612 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,626 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,642 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,657 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,673 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:17,689 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:06:17,703 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 00:06:17,718 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,734 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 00:06:17,747 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:17,763 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,779 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.860, mIoU: 0.439
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2023-07-25 00:06:17,811 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,824 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,838 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,854 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:17,871 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,886 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,901 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,917 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,935 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,949 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 00:06:17,960 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 00:06:17,975 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:17,992 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:18,007 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 00:06:18,023 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:18,037 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 00:06:18,052 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 00:06:18,068 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 00:06:18,081 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,098 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,114 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,130 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,146 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,163 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,178 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,193 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,208 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,222 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,237 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,253 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 00:06:18,270 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,283 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,299 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,311 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 00:06:18,327 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,343 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,359 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,372 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,388 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,406 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,422 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,434 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,450 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,466 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,477 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,493 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,510 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,526 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,539 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,553 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,569 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:18,583 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,599 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,613 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,629 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,643 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,657 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,673 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:18,689 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,705 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,721 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,738 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,752 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,768 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,783 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,799 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,815 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,828 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,842 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:18,859 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,875 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,891 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,905 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:18,918 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:18,934 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:18,950 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:18,964 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:18,977 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:18,993 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,009 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,025 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,040 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,055 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,072 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,086 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,101 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,116 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,130 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,145 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,161 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,177 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,192 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,207 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:06:19,223 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,238 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,253 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,269 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:06:19,284 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,301 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,316 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,332 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,348 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,362 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,375 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,391 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,407 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,420 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,436 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,452 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:19,467 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,484 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,500 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,516 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,532 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,546 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,560 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,574 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,588 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:19,602 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,618 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,634 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,648 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,662 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,678 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,690 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,705 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,720 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,736 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,752 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,768 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,781 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,796 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:19,811 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,825 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,841 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,857 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,873 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,888 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,904 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,921 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,938 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,954 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,967 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,983 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:19,999 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,015 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,030 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,043 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,059 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,075 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,090 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,106 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,122 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,137 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,154 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,164 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,179 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,192 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,206 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,223 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,239 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,253 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,266 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,280 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,294 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,311 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,326 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,342 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,358 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,372 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,388 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,405 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,419 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,435 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,451 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,465 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.858, mIoU: 0.440
2023-07-25 00:06:20,481 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.858, mIoU: 0.440
2023-07-25 00:06:20,493 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.858, mIoU: 0.440
2023-07-25 00:06:20,509 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.858, mIoU: 0.440
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2023-07-25 00:06:20,540 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 00:06:20,556 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.858, mIoU: 0.439
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2023-07-25 00:06:20,597 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.857, mIoU: 0.439
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2023-07-25 00:06:20,627 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,640 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,654 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,669 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,684 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,700 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,714 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,730 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,748 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,765 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,781 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,797 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,806 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,822 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,836 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,849 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.857, mIoU: 0.439
2023-07-25 00:06:20,865 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,881 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,897 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,913 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,929 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,945 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,961 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,974 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:20,989 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,006 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,021 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,037 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,052 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,069 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,082 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,097 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,112 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,127 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,141 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:21,155 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:21,170 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:21,186 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:21,202 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 00:06:21,217 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,232 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,247 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,262 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,276 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,291 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,305 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,320 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,337 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,352 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,368 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,381 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,397 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,413 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,429 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,444 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,460 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,476 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,491 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,505 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,520 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,534 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,550 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,565 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,581 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,596 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:06:21,611 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,626 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,636 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,651 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,664 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,679 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,695 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,710 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,725 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,738 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,747 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,765 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,780 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,796 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,810 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,826 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,842 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,856 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:21,872 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 00:06:21,888 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 00:06:21,903 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 00:06:21,919 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 00:06:21,933 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:21,949 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:21,965 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:21,981 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:21,995 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:22,010 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:22,026 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 00:06:22,041 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:22,057 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:22,070 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:22,084 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:22,099 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 00:06:22,116 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:06:40,011 semantic_segmentation INFO: Iters: 27210/150000 || Lr: 0.016703 || Task Loss: 0.8772 || KD Loss: 0.4272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:22 || Estimated Time: 2 days, 12:07:15
2023-07-25 00:06:57,953 semantic_segmentation INFO: Iters: 27220/150000 || Lr: 0.016702 || Task Loss: 0.9085 || KD Loss: 0.2796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:40 || Estimated Time: 2 days, 12:06:59
2023-07-25 00:07:16,263 semantic_segmentation INFO: Iters: 27230/150000 || Lr: 0.016701 || Task Loss: 0.8872 || KD Loss: 0.3114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:58 || Estimated Time: 2 days, 12:06:44
2023-07-25 00:07:34,414 semantic_segmentation INFO: Iters: 27240/150000 || Lr: 0.016699 || Task Loss: 0.8626 || KD Loss: 0.3507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:16 || Estimated Time: 2 days, 12:06:29
2023-07-25 00:07:52,745 semantic_segmentation INFO: Iters: 27250/150000 || Lr: 0.016698 || Task Loss: 1.2105 || KD Loss: 0.5405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:35 || Estimated Time: 2 days, 12:06:15
2023-07-25 00:08:11,020 semantic_segmentation INFO: Iters: 27260/150000 || Lr: 0.016697 || Task Loss: 0.8773 || KD Loss: 0.3690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:53 || Estimated Time: 2 days, 12:06:00
2023-07-25 00:08:29,287 semantic_segmentation INFO: Iters: 27270/150000 || Lr: 0.016696 || Task Loss: 0.9663 || KD Loss: 0.2725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:11 || Estimated Time: 2 days, 12:05:45
2023-07-25 00:08:47,479 semantic_segmentation INFO: Iters: 27280/150000 || Lr: 0.016695 || Task Loss: 0.7808 || KD Loss: 0.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:29 || Estimated Time: 2 days, 12:05:30
2023-07-25 00:09:06,276 semantic_segmentation INFO: Iters: 27290/150000 || Lr: 0.016693 || Task Loss: 0.6487 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:48 || Estimated Time: 2 days, 12:05:18
2023-07-25 00:09:24,551 semantic_segmentation INFO: Iters: 27300/150000 || Lr: 0.016692 || Task Loss: 0.7647 || KD Loss: 0.2912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:06 || Estimated Time: 2 days, 12:05:03
2023-07-25 00:09:42,615 semantic_segmentation INFO: Iters: 27310/150000 || Lr: 0.016691 || Task Loss: 0.7723 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:24 || Estimated Time: 2 days, 12:04:47
2023-07-25 00:10:01,053 semantic_segmentation INFO: Iters: 27320/150000 || Lr: 0.016690 || Task Loss: 0.9525 || KD Loss: 0.4149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:43 || Estimated Time: 2 days, 12:04:33
2023-07-25 00:10:19,488 semantic_segmentation INFO: Iters: 27330/150000 || Lr: 0.016688 || Task Loss: 1.1360 || KD Loss: 0.4394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:01 || Estimated Time: 2 days, 12:04:19
2023-07-25 00:10:37,695 semantic_segmentation INFO: Iters: 27340/150000 || Lr: 0.016687 || Task Loss: 0.8419 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:19 || Estimated Time: 2 days, 12:04:04
2023-07-25 00:10:56,065 semantic_segmentation INFO: Iters: 27350/150000 || Lr: 0.016686 || Task Loss: 1.0652 || KD Loss: 0.4084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:38 || Estimated Time: 2 days, 12:03:50
2023-07-25 00:11:14,445 semantic_segmentation INFO: Iters: 27360/150000 || Lr: 0.016685 || Task Loss: 0.6044 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:56 || Estimated Time: 2 days, 12:03:36
2023-07-25 00:11:33,062 semantic_segmentation INFO: Iters: 27370/150000 || Lr: 0.016684 || Task Loss: 0.8390 || KD Loss: 0.3961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:15 || Estimated Time: 2 days, 12:03:23
2023-07-25 00:11:51,026 semantic_segmentation INFO: Iters: 27380/150000 || Lr: 0.016682 || Task Loss: 0.7947 || KD Loss: 0.2396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:33 || Estimated Time: 2 days, 12:03:07
2023-07-25 00:12:09,478 semantic_segmentation INFO: Iters: 27390/150000 || Lr: 0.016681 || Task Loss: 0.5653 || KD Loss: 0.2045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:51 || Estimated Time: 2 days, 12:02:53
2023-07-25 00:12:28,016 semantic_segmentation INFO: Iters: 27400/150000 || Lr: 0.016680 || Task Loss: 1.4069 || KD Loss: 0.5351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2398|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:10 || Estimated Time: 2 days, 12:02:39
2023-07-25 00:12:46,119 semantic_segmentation INFO: Iters: 27410/150000 || Lr: 0.016679 || Task Loss: 0.8673 || KD Loss: 0.3933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:28 || Estimated Time: 2 days, 12:02:24
2023-07-25 00:13:04,061 semantic_segmentation INFO: Iters: 27420/150000 || Lr: 0.016677 || Task Loss: 0.6765 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:46 || Estimated Time: 2 days, 12:02:07
2023-07-25 00:13:22,751 semantic_segmentation INFO: Iters: 27430/150000 || Lr: 0.016676 || Task Loss: 0.6347 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:05 || Estimated Time: 2 days, 12:01:54
2023-07-25 00:13:40,709 semantic_segmentation INFO: Iters: 27440/150000 || Lr: 0.016675 || Task Loss: 0.6921 || KD Loss: 0.2663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:22 || Estimated Time: 2 days, 12:01:38
2023-07-25 00:13:59,343 semantic_segmentation INFO: Iters: 27450/150000 || Lr: 0.016674 || Task Loss: 0.5968 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:41 || Estimated Time: 2 days, 12:01:25
2023-07-25 00:14:17,872 semantic_segmentation INFO: Iters: 27460/150000 || Lr: 0.016673 || Task Loss: 0.5667 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:00 || Estimated Time: 2 days, 12:01:11
2023-07-25 00:14:36,218 semantic_segmentation INFO: Iters: 27470/150000 || Lr: 0.016671 || Task Loss: 0.8357 || KD Loss: 0.2848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:18 || Estimated Time: 2 days, 12:00:57
2023-07-25 00:14:54,834 semantic_segmentation INFO: Iters: 27480/150000 || Lr: 0.016670 || Task Loss: 0.9674 || KD Loss: 0.3940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:37 || Estimated Time: 2 days, 12:00:44
2023-07-25 00:15:13,221 semantic_segmentation INFO: Iters: 27490/150000 || Lr: 0.016669 || Task Loss: 0.7042 || KD Loss: 0.2319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:55 || Estimated Time: 2 days, 12:00:29
2023-07-25 00:15:31,523 semantic_segmentation INFO: Iters: 27500/150000 || Lr: 0.016668 || Task Loss: 0.8708 || KD Loss: 0.2938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:13 || Estimated Time: 2 days, 12:00:15
2023-07-25 00:15:50,027 semantic_segmentation INFO: Iters: 27510/150000 || Lr: 0.016666 || Task Loss: 0.8401 || KD Loss: 0.2633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:32 || Estimated Time: 2 days, 12:00:01
2023-07-25 00:16:08,100 semantic_segmentation INFO: Iters: 27520/150000 || Lr: 0.016665 || Task Loss: 1.1684 || KD Loss: 0.6016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:50 || Estimated Time: 2 days, 11:59:45
2023-07-25 00:16:26,418 semantic_segmentation INFO: Iters: 27530/150000 || Lr: 0.016664 || Task Loss: 0.6576 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:08 || Estimated Time: 2 days, 11:59:31
2023-07-25 00:16:44,642 semantic_segmentation INFO: Iters: 27540/150000 || Lr: 0.016663 || Task Loss: 0.9074 || KD Loss: 0.3496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:26 || Estimated Time: 2 days, 11:59:16
2023-07-25 00:17:03,097 semantic_segmentation INFO: Iters: 27550/150000 || Lr: 0.016661 || Task Loss: 0.7106 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:45 || Estimated Time: 2 days, 11:59:02
2023-07-25 00:17:21,480 semantic_segmentation INFO: Iters: 27560/150000 || Lr: 0.016660 || Task Loss: 0.6767 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:03 || Estimated Time: 2 days, 11:58:47
2023-07-25 00:17:39,953 semantic_segmentation INFO: Iters: 27570/150000 || Lr: 0.016659 || Task Loss: 0.6674 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:22 || Estimated Time: 2 days, 11:58:33
2023-07-25 00:17:58,171 semantic_segmentation INFO: Iters: 27580/150000 || Lr: 0.016658 || Task Loss: 1.0322 || KD Loss: 0.5018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:40 || Estimated Time: 2 days, 11:58:18
2023-07-25 00:18:16,638 semantic_segmentation INFO: Iters: 27590/150000 || Lr: 0.016657 || Task Loss: 0.8544 || KD Loss: 0.3318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:58 || Estimated Time: 2 days, 11:58:05
2023-07-25 00:18:34,587 semantic_segmentation INFO: Iters: 27600/150000 || Lr: 0.016655 || Task Loss: 0.7282 || KD Loss: 0.2580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:16 || Estimated Time: 2 days, 11:57:48
2023-07-25 00:18:53,163 semantic_segmentation INFO: Iters: 27610/150000 || Lr: 0.016654 || Task Loss: 0.7310 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:35 || Estimated Time: 2 days, 11:57:35
2023-07-25 00:19:11,425 semantic_segmentation INFO: Iters: 27620/150000 || Lr: 0.016653 || Task Loss: 0.5612 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:53 || Estimated Time: 2 days, 11:57:20
2023-07-25 00:19:29,743 semantic_segmentation INFO: Iters: 27630/150000 || Lr: 0.016652 || Task Loss: 0.6289 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:12 || Estimated Time: 2 days, 11:57:05
2023-07-25 00:19:48,305 semantic_segmentation INFO: Iters: 27640/150000 || Lr: 0.016650 || Task Loss: 0.5857 || KD Loss: 0.1249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:30 || Estimated Time: 2 days, 11:56:52
2023-07-25 00:20:06,714 semantic_segmentation INFO: Iters: 27650/150000 || Lr: 0.016649 || Task Loss: 1.0256 || KD Loss: 0.3547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:48 || Estimated Time: 2 days, 11:56:38
2023-07-25 00:20:24,964 semantic_segmentation INFO: Iters: 27660/150000 || Lr: 0.016648 || Task Loss: 1.7410 || KD Loss: 0.6519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:07 || Estimated Time: 2 days, 11:56:23
2023-07-25 00:20:43,605 semantic_segmentation INFO: Iters: 27670/150000 || Lr: 0.016647 || Task Loss: 0.7354 || KD Loss: 0.3059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:25 || Estimated Time: 2 days, 11:56:09
2023-07-25 00:21:02,112 semantic_segmentation INFO: Iters: 27680/150000 || Lr: 0.016646 || Task Loss: 0.7029 || KD Loss: 0.3072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:44 || Estimated Time: 2 days, 11:55:55
2023-07-25 00:21:20,744 semantic_segmentation INFO: Iters: 27690/150000 || Lr: 0.016644 || Task Loss: 0.9420 || KD Loss: 0.4160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:03 || Estimated Time: 2 days, 11:55:42
2023-07-25 00:21:39,163 semantic_segmentation INFO: Iters: 27700/150000 || Lr: 0.016643 || Task Loss: 0.7862 || KD Loss: 0.2254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:21 || Estimated Time: 2 days, 11:55:28
2023-07-25 00:21:57,533 semantic_segmentation INFO: Iters: 27710/150000 || Lr: 0.016642 || Task Loss: 0.9676 || KD Loss: 0.3608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:39 || Estimated Time: 2 days, 11:55:14
2023-07-25 00:22:15,900 semantic_segmentation INFO: Iters: 27720/150000 || Lr: 0.016641 || Task Loss: 0.9411 || KD Loss: 0.3552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:58 || Estimated Time: 2 days, 11:54:59
2023-07-25 00:22:34,002 semantic_segmentation INFO: Iters: 27730/150000 || Lr: 0.016639 || Task Loss: 0.8838 || KD Loss: 0.3863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:16 || Estimated Time: 2 days, 11:54:44
2023-07-25 00:22:52,193 semantic_segmentation INFO: Iters: 27740/150000 || Lr: 0.016638 || Task Loss: 0.9257 || KD Loss: 0.3421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:34 || Estimated Time: 2 days, 11:54:28
2023-07-25 00:23:10,602 semantic_segmentation INFO: Iters: 27750/150000 || Lr: 0.016637 || Task Loss: 0.6279 || KD Loss: 0.2503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:52 || Estimated Time: 2 days, 11:54:14
2023-07-25 00:23:29,268 semantic_segmentation INFO: Iters: 27760/150000 || Lr: 0.016636 || Task Loss: 0.7844 || KD Loss: 0.3333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:11 || Estimated Time: 2 days, 11:54:01
2023-07-25 00:23:47,749 semantic_segmentation INFO: Iters: 27770/150000 || Lr: 0.016635 || Task Loss: 0.9383 || KD Loss: 0.4119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:30 || Estimated Time: 2 days, 11:53:47
2023-07-25 00:24:06,303 semantic_segmentation INFO: Iters: 27780/150000 || Lr: 0.016633 || Task Loss: 0.5895 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:48 || Estimated Time: 2 days, 11:53:33
2023-07-25 00:24:24,526 semantic_segmentation INFO: Iters: 27790/150000 || Lr: 0.016632 || Task Loss: 1.0328 || KD Loss: 0.4128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:06 || Estimated Time: 2 days, 11:53:19
2023-07-25 00:24:43,245 semantic_segmentation INFO: Iters: 27800/150000 || Lr: 0.016631 || Task Loss: 0.7517 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:25 || Estimated Time: 2 days, 11:53:06
2023-07-25 00:25:01,518 semantic_segmentation INFO: Iters: 27810/150000 || Lr: 0.016630 || Task Loss: 0.9644 || KD Loss: 0.3571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:43 || Estimated Time: 2 days, 11:52:51
2023-07-25 00:25:20,131 semantic_segmentation INFO: Iters: 27820/150000 || Lr: 0.016628 || Task Loss: 1.0938 || KD Loss: 0.4273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:02 || Estimated Time: 2 days, 11:52:37
2023-07-25 00:25:38,610 semantic_segmentation INFO: Iters: 27830/150000 || Lr: 0.016627 || Task Loss: 0.7830 || KD Loss: 0.2521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:20 || Estimated Time: 2 days, 11:52:23
2023-07-25 00:25:56,707 semantic_segmentation INFO: Iters: 27840/150000 || Lr: 0.016626 || Task Loss: 0.7119 || KD Loss: 0.3257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:38 || Estimated Time: 2 days, 11:52:08
2023-07-25 00:26:14,795 semantic_segmentation INFO: Iters: 27850/150000 || Lr: 0.016625 || Task Loss: 0.7142 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:57 || Estimated Time: 2 days, 11:51:52
2023-07-25 00:26:33,233 semantic_segmentation INFO: Iters: 27860/150000 || Lr: 0.016624 || Task Loss: 0.7868 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:39:15 || Estimated Time: 2 days, 11:51:38
2023-07-25 00:26:51,666 semantic_segmentation INFO: Iters: 27870/150000 || Lr: 0.016622 || Task Loss: 0.8047 || KD Loss: 0.2669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:39:33 || Estimated Time: 2 days, 11:51:24
2023-07-25 00:27:10,105 semantic_segmentation INFO: Iters: 27880/150000 || Lr: 0.016621 || Task Loss: 0.8580 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:39:52 || Estimated Time: 2 days, 11:51:09
2023-07-25 00:27:28,535 semantic_segmentation INFO: Iters: 27890/150000 || Lr: 0.016620 || Task Loss: 0.5629 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:10 || Estimated Time: 2 days, 11:50:55
2023-07-25 00:27:46,971 semantic_segmentation INFO: Iters: 27900/150000 || Lr: 0.016619 || Task Loss: 0.5189 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:29 || Estimated Time: 2 days, 11:50:41
2023-07-25 00:28:05,117 semantic_segmentation INFO: Iters: 27910/150000 || Lr: 0.016617 || Task Loss: 0.5525 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:47 || Estimated Time: 2 days, 11:50:26
2023-07-25 00:28:23,274 semantic_segmentation INFO: Iters: 27920/150000 || Lr: 0.016616 || Task Loss: 0.7180 || KD Loss: 0.2060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:05 || Estimated Time: 2 days, 11:50:10
2023-07-25 00:28:41,772 semantic_segmentation INFO: Iters: 27930/150000 || Lr: 0.016615 || Task Loss: 0.5360 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:24 || Estimated Time: 2 days, 11:49:56
2023-07-25 00:29:00,495 semantic_segmentation INFO: Iters: 27940/150000 || Lr: 0.016614 || Task Loss: 0.6177 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:42 || Estimated Time: 2 days, 11:49:43
2023-07-25 00:29:18,823 semantic_segmentation INFO: Iters: 27950/150000 || Lr: 0.016613 || Task Loss: 0.8666 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:01 || Estimated Time: 2 days, 11:49:29
2023-07-25 00:29:37,076 semantic_segmentation INFO: Iters: 27960/150000 || Lr: 0.016611 || Task Loss: 1.0198 || KD Loss: 0.4382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:19 || Estimated Time: 2 days, 11:49:14
2023-07-25 00:29:55,608 semantic_segmentation INFO: Iters: 27970/150000 || Lr: 0.016610 || Task Loss: 0.8813 || KD Loss: 0.3592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:37 || Estimated Time: 2 days, 11:49:00
2023-07-25 00:30:14,082 semantic_segmentation INFO: Iters: 27980/150000 || Lr: 0.016609 || Task Loss: 1.1516 || KD Loss: 0.4931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:56 || Estimated Time: 2 days, 11:48:46
2023-07-25 00:30:32,405 semantic_segmentation INFO: Iters: 27990/150000 || Lr: 0.016608 || Task Loss: 0.6710 || KD Loss: 0.2598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:14 || Estimated Time: 2 days, 11:48:31
2023-07-25 00:30:50,500 semantic_segmentation INFO: Iters: 28000/150000 || Lr: 0.016606 || Task Loss: 0.6130 || KD Loss: 0.2721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:32 || Estimated Time: 2 days, 11:48:15
2023-07-25 00:30:50,626 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:30:51,009 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.899, mIoU: 0.065
2023-07-25 00:30:51,023 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.911, mIoU: 0.105
2023-07-25 00:30:51,036 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.919, mIoU: 0.107
2023-07-25 00:30:51,051 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.919, mIoU: 0.106
2023-07-25 00:30:51,065 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.891, mIoU: 0.170
2023-07-25 00:30:51,078 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.899, mIoU: 0.211
2023-07-25 00:30:51,093 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.907, mIoU: 0.252
2023-07-25 00:30:51,108 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.915, mIoU: 0.261
2023-07-25 00:30:51,121 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.908, mIoU: 0.263
2023-07-25 00:30:51,136 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.900, mIoU: 0.261
2023-07-25 00:30:51,151 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.887, mIoU: 0.267
2023-07-25 00:30:51,166 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.896, mIoU: 0.301
2023-07-25 00:30:51,180 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.860, mIoU: 0.269
2023-07-25 00:30:51,196 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.862, mIoU: 0.266
2023-07-25 00:30:51,212 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.863, mIoU: 0.258
2023-07-25 00:30:51,225 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.868, mIoU: 0.254
2023-07-25 00:30:51,237 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.861, mIoU: 0.249
2023-07-25 00:30:51,250 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.852, mIoU: 0.245
2023-07-25 00:30:51,265 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.855, mIoU: 0.251
2023-07-25 00:30:51,283 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.860, mIoU: 0.284
2023-07-25 00:30:51,298 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.861, mIoU: 0.283
2023-07-25 00:30:51,314 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.863, mIoU: 0.287
2023-07-25 00:30:51,330 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.858, mIoU: 0.319
2023-07-25 00:30:51,347 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.857, mIoU: 0.318
2023-07-25 00:30:51,364 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-25 00:30:51,379 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.852, mIoU: 0.322
2023-07-25 00:30:51,395 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.855, mIoU: 0.321
2023-07-25 00:30:51,407 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.839, mIoU: 0.304
2023-07-25 00:30:51,423 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.836, mIoU: 0.292
2023-07-25 00:30:51,439 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.842, mIoU: 0.292
2023-07-25 00:30:51,454 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.847, mIoU: 0.295
2023-07-25 00:30:51,470 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.847, mIoU: 0.294
2023-07-25 00:30:51,486 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.851, mIoU: 0.299
2023-07-25 00:30:51,502 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.851, mIoU: 0.295
2023-07-25 00:30:51,518 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.852, mIoU: 0.323
2023-07-25 00:30:51,533 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.855, mIoU: 0.325
2023-07-25 00:30:51,547 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.857, mIoU: 0.328
2023-07-25 00:30:51,561 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.860, mIoU: 0.364
2023-07-25 00:30:51,580 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.863, mIoU: 0.373
2023-07-25 00:30:51,594 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.863, mIoU: 0.370
2023-07-25 00:30:51,609 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.860, mIoU: 0.391
2023-07-25 00:30:51,625 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.864, mIoU: 0.391
2023-07-25 00:30:51,641 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.863, mIoU: 0.397
2023-07-25 00:30:51,655 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.863, mIoU: 0.396
2023-07-25 00:30:51,672 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.863, mIoU: 0.408
2023-07-25 00:30:51,688 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.863, mIoU: 0.410
2023-07-25 00:30:51,702 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.865, mIoU: 0.414
2023-07-25 00:30:51,716 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.866, mIoU: 0.415
2023-07-25 00:30:51,733 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.866, mIoU: 0.415
2023-07-25 00:30:51,750 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.866, mIoU: 0.416
2023-07-25 00:30:51,767 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.867, mIoU: 0.415
2023-07-25 00:30:51,785 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.869, mIoU: 0.415
2023-07-25 00:30:51,799 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.870, mIoU: 0.412
2023-07-25 00:30:51,816 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.870, mIoU: 0.409
2023-07-25 00:30:51,834 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.869, mIoU: 0.407
2023-07-25 00:30:51,848 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.868, mIoU: 0.407
2023-07-25 00:30:51,865 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.869, mIoU: 0.407
2023-07-25 00:30:51,884 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.872, mIoU: 0.406
2023-07-25 00:30:51,898 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.872, mIoU: 0.409
2023-07-25 00:30:51,914 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.863, mIoU: 0.407
2023-07-25 00:30:51,929 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.863, mIoU: 0.414
2023-07-25 00:30:51,945 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.861, mIoU: 0.408
2023-07-25 00:30:51,959 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.863, mIoU: 0.408
2023-07-25 00:30:51,978 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.858, mIoU: 0.406
2023-07-25 00:30:51,993 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.860, mIoU: 0.412
2023-07-25 00:30:52,009 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.861, mIoU: 0.412
2023-07-25 00:30:52,025 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.863, mIoU: 0.412
2023-07-25 00:30:52,039 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.861, mIoU: 0.407
2023-07-25 00:30:52,056 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.862, mIoU: 0.408
2023-07-25 00:30:52,072 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.859, mIoU: 0.409
2023-07-25 00:30:52,088 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.860, mIoU: 0.423
2023-07-25 00:30:52,102 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.861, mIoU: 0.423
2023-07-25 00:30:52,118 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.860, mIoU: 0.416
2023-07-25 00:30:52,134 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.861, mIoU: 0.415
2023-07-25 00:30:52,150 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.863, mIoU: 0.419
2023-07-25 00:30:52,166 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.865, mIoU: 0.418
2023-07-25 00:30:52,182 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.859, mIoU: 0.415
2023-07-25 00:30:52,192 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.858, mIoU: 0.415
2023-07-25 00:30:52,208 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.859, mIoU: 0.423
2023-07-25 00:30:52,226 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.860, mIoU: 0.425
2023-07-25 00:30:52,241 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.862, mIoU: 0.432
2023-07-25 00:30:52,257 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.862, mIoU: 0.433
2023-07-25 00:30:52,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.861, mIoU: 0.432
2023-07-25 00:30:52,290 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-25 00:30:52,307 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-25 00:30:52,323 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.855, mIoU: 0.412
2023-07-25 00:30:52,339 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.856, mIoU: 0.412
2023-07-25 00:30:52,355 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.855, mIoU: 0.408
2023-07-25 00:30:52,372 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-25 00:30:52,386 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-25 00:30:52,402 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.855, mIoU: 0.415
2023-07-25 00:30:52,420 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-25 00:30:52,436 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-25 00:30:52,452 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:30:52,469 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:30:52,485 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.854, mIoU: 0.427
2023-07-25 00:30:52,499 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:52,514 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:30:52,530 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:30:52,544 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:30:52,561 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:30:52,576 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.859, mIoU: 0.428
2023-07-25 00:30:52,590 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.860, mIoU: 0.428
2023-07-25 00:30:52,605 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.859, mIoU: 0.428
2023-07-25 00:30:52,621 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.860, mIoU: 0.428
2023-07-25 00:30:52,635 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.861, mIoU: 0.432
2023-07-25 00:30:52,651 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-25 00:30:52,667 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.861, mIoU: 0.430
2023-07-25 00:30:52,681 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.861, mIoU: 0.432
2023-07-25 00:30:52,696 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.862, mIoU: 0.431
2023-07-25 00:30:52,710 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.862, mIoU: 0.434
2023-07-25 00:30:52,724 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.863, mIoU: 0.434
2023-07-25 00:30:52,741 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.864, mIoU: 0.433
2023-07-25 00:30:52,758 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.864, mIoU: 0.434
2023-07-25 00:30:52,774 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.865, mIoU: 0.437
2023-07-25 00:30:52,789 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.866, mIoU: 0.437
2023-07-25 00:30:52,803 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.863, mIoU: 0.431
2023-07-25 00:30:52,820 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.863, mIoU: 0.430
2023-07-25 00:30:52,834 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 00:30:52,850 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 00:30:52,867 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.862, mIoU: 0.424
2023-07-25 00:30:52,882 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.863, mIoU: 0.423
2023-07-25 00:30:52,896 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.862, mIoU: 0.421
2023-07-25 00:30:52,913 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.863, mIoU: 0.421
2023-07-25 00:30:52,929 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.864, mIoU: 0.420
2023-07-25 00:30:52,938 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.863, mIoU: 0.421
2023-07-25 00:30:52,951 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.863, mIoU: 0.420
2023-07-25 00:30:52,968 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.859, mIoU: 0.410
2023-07-25 00:30:52,978 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.858, mIoU: 0.409
2023-07-25 00:30:52,992 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.858, mIoU: 0.409
2023-07-25 00:30:53,008 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.859, mIoU: 0.408
2023-07-25 00:30:53,025 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.859, mIoU: 0.411
2023-07-25 00:30:53,039 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.860, mIoU: 0.411
2023-07-25 00:30:53,056 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.859, mIoU: 0.407
2023-07-25 00:30:53,070 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.858, mIoU: 0.403
2023-07-25 00:30:53,084 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.859, mIoU: 0.404
2023-07-25 00:30:53,100 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.857, mIoU: 0.402
2023-07-25 00:30:53,115 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.857, mIoU: 0.402
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2023-07-25 00:30:56,252 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.851, mIoU: 0.414
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2023-07-25 00:30:56,283 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.851, mIoU: 0.414
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2023-07-25 00:30:56,316 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,332 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-25 00:30:56,349 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 00:30:56,365 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 00:30:56,381 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 00:30:56,395 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 00:30:56,412 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-25 00:30:56,429 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-25 00:30:56,443 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.853, mIoU: 0.415
2023-07-25 00:30:56,458 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-25 00:30:56,473 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,487 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 00:30:56,502 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,515 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,532 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,548 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-25 00:30:56,562 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,572 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,582 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,598 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.852, mIoU: 0.414
2023-07-25 00:30:56,613 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 00:30:56,626 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 00:30:56,642 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.850, mIoU: 0.410
2023-07-25 00:30:56,658 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.850, mIoU: 0.409
2023-07-25 00:30:56,674 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.849, mIoU: 0.406
2023-07-25 00:30:56,688 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.849, mIoU: 0.406
2023-07-25 00:30:56,704 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-25 00:30:56,718 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-25 00:30:56,737 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-25 00:30:56,751 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.849, mIoU: 0.404
2023-07-25 00:30:56,768 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-25 00:30:56,784 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-25 00:30:56,801 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.850, mIoU: 0.405
2023-07-25 00:30:56,815 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.850, mIoU: 0.405
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2023-07-25 00:30:56,864 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.850, mIoU: 0.404
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2023-07-25 00:30:56,914 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.851, mIoU: 0.404
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2023-07-25 00:30:56,979 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-25 00:30:56,993 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-25 00:30:57,008 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.852, mIoU: 0.404
2023-07-25 00:30:57,024 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.853, mIoU: 0.407
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2023-07-25 00:30:57,145 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.851, mIoU: 0.405
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2023-07-25 00:30:57,222 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-25 00:30:57,241 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-25 00:30:57,255 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.853, mIoU: 0.406
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2023-07-25 00:30:57,320 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.854, mIoU: 0.405
2023-07-25 00:30:57,334 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.854, mIoU: 0.405
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2023-07-25 00:30:57,367 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.854, mIoU: 0.405
2023-07-25 00:30:57,383 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.855, mIoU: 0.405
2023-07-25 00:30:57,397 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.854, mIoU: 0.406
2023-07-25 00:30:57,413 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.853, mIoU: 0.405
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2023-07-25 00:30:57,813 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.853, mIoU: 0.407
2023-07-25 00:30:57,829 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 00:30:57,846 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.852, mIoU: 0.407
2023-07-25 00:30:57,863 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-25 00:30:57,880 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.852, mIoU: 0.407
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2023-07-25 00:30:57,911 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.852, mIoU: 0.406
2023-07-25 00:30:57,927 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.852, mIoU: 0.405
2023-07-25 00:30:57,941 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.852, mIoU: 0.405
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2023-07-25 00:30:57,972 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-25 00:30:57,989 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.850, mIoU: 0.402
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2023-07-25 00:30:58,020 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.849, mIoU: 0.400
2023-07-25 00:30:58,035 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.850, mIoU: 0.402
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2023-07-25 00:30:58,092 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.850, mIoU: 0.401
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2023-07-25 00:30:58,124 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,142 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,160 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.850, mIoU: 0.402
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2023-07-25 00:30:58,215 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,229 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 00:30:58,244 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,260 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,274 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.850, mIoU: 0.400
2023-07-25 00:30:58,291 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-25 00:30:58,308 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,324 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 00:30:58,340 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 00:30:58,355 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 00:30:58,369 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.850, mIoU: 0.401
2023-07-25 00:30:58,385 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.850, mIoU: 0.404
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2023-07-25 00:30:58,414 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.851, mIoU: 0.404
2023-07-25 00:30:58,430 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.851, mIoU: 0.405
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2023-07-25 00:30:58,473 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.851, mIoU: 0.404
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2023-07-25 00:30:58,520 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 00:30:58,531 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 00:30:58,545 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 00:30:58,562 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.852, mIoU: 0.411
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2023-07-25 00:30:58,622 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.853, mIoU: 0.412
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2023-07-25 00:30:58,655 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-25 00:30:58,671 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-25 00:30:58,681 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.853, mIoU: 0.413
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2023-07-25 00:30:58,744 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.854, mIoU: 0.415
2023-07-25 00:30:58,760 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.854, mIoU: 0.415
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2023-07-25 00:30:58,791 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.854, mIoU: 0.418
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2023-07-25 00:30:59,086 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.853, mIoU: 0.419
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2023-07-25 00:30:59,132 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-25 00:30:59,148 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-25 00:30:59,162 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,178 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-25 00:30:59,190 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:59,207 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:59,221 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:59,233 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 00:30:59,247 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.854, mIoU: 0.427
2023-07-25 00:30:59,263 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.854, mIoU: 0.428
2023-07-25 00:30:59,278 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:30:59,295 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 00:30:59,310 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 00:30:59,319 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 00:30:59,336 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,353 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,370 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,387 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,403 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 00:30:59,418 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,432 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:30:59,448 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:30:59,464 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:30:59,480 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:30:59,493 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:30:59,507 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 00:30:59,523 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 00:30:59,539 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:30:59,555 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:30:59,569 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 00:30:59,584 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 00:30:59,601 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 00:30:59,618 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 00:30:59,632 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-25 00:30:59,648 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,664 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,678 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,695 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,711 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,727 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,743 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,757 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 00:30:59,774 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 00:30:59,790 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 00:30:59,807 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:30:59,818 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 00:30:59,834 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 00:30:59,851 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 00:30:59,864 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:59,880 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 00:30:59,893 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:30:59,910 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:30:59,926 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:30:59,941 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:30:59,957 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:30:59,970 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:30:59,984 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:31:00,002 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 00:31:00,018 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,035 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,051 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,067 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,081 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,098 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 00:31:00,115 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 00:31:00,130 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,146 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,162 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,178 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,195 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,211 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,223 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,239 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,255 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,270 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,286 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,301 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-25 00:31:00,314 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.856, mIoU: 0.422
2023-07-25 00:31:00,330 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,345 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,361 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,375 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-25 00:31:00,391 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-25 00:31:00,406 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-25 00:31:00,423 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-25 00:31:00,440 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.857, mIoU: 0.424
2023-07-25 00:31:00,456 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-25 00:31:00,472 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:00,489 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:00,505 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-25 00:31:00,520 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-25 00:31:00,534 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.857, mIoU: 0.425
2023-07-25 00:31:00,549 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 00:31:00,565 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,582 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,596 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 00:31:00,612 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,626 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,642 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,658 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,675 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,691 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,708 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 00:31:00,724 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 00:31:00,739 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 00:31:00,755 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:00,770 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:00,786 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:00,806 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:00,822 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:00,838 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:00,849 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:00,863 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:00,880 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:00,893 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:00,909 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:31:00,922 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 00:31:00,937 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 00:31:00,952 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 00:31:00,970 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 00:31:00,986 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 00:31:01,003 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,017 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,033 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,047 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,063 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:01,079 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,096 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:01,112 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:01,129 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:01,146 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:01,160 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:01,176 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:01,192 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:01,206 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:01,220 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:01,235 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,252 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,268 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,282 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:01,297 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,313 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,329 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,343 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,356 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,365 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,380 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,397 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,413 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:01,429 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,445 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:01,461 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:01,478 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,493 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,507 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,522 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:01,537 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:01,553 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:01,569 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:01,582 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:01,596 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:01,610 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:01,625 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:01,640 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,655 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,670 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,685 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:01,702 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:01,714 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:01,729 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:01,743 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,755 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,771 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,787 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,803 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,820 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,836 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,852 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,866 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,883 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,899 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,917 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,933 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:01,949 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:01,965 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:01,979 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:01,993 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,006 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:02,023 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:02,041 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,055 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,070 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:02,086 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,102 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,118 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,134 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,150 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,164 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:02,181 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,196 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,212 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,228 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,243 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,261 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,275 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,292 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,309 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,323 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,337 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:02,353 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:02,369 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:02,385 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:02,401 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:02,414 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:02,429 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:02,444 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:02,458 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:02,475 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:02,493 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:02,507 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:02,523 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:02,537 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:02,553 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,569 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,583 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,597 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,613 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,629 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:02,643 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:02,660 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:02,676 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:02,691 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:02,705 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:02,721 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,737 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,755 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:02,769 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:02,784 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:02,798 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,815 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,828 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,843 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-25 00:31:02,859 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,876 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,889 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,906 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,923 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:02,939 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:02,955 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,969 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:02,982 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:02,997 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,011 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,025 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,040 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,057 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,071 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,085 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,101 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,118 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,134 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,151 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,165 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,179 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,195 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-25 00:31:03,212 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:03,228 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:03,244 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:03,257 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:03,272 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,284 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,301 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,317 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.858, mIoU: 0.429
2023-07-25 00:31:03,332 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,347 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,358 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,372 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,387 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,403 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 00:31:03,416 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,432 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,446 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:03,462 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,477 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,493 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,507 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,523 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,540 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,554 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,570 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,586 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,602 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,618 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,634 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,650 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,666 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,681 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:03,697 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:03,713 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,727 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,741 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,755 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,772 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:03,786 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 00:31:03,804 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,820 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,832 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,847 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,865 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:03,882 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:03,896 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,913 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,929 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,943 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,959 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 00:31:03,975 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:03,991 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,005 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,017 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,035 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,051 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 00:31:04,067 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:31:04,082 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 00:31:04,098 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 00:31:04,114 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,130 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,147 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:04,161 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:04,177 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:04,191 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:04,206 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 00:31:04,221 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 00:31:04,235 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,252 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,266 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 00:31:04,282 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,298 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,314 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,330 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,347 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,363 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,378 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,396 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,411 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,428 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,444 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,454 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,470 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 00:31:04,484 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,500 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,516 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,533 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,547 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,563 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,579 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,594 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,611 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,628 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,643 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,659 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,675 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:04,691 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,705 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:04,721 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,737 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,753 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,767 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,782 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,798 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,811 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:04,826 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,841 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,854 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,869 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:04,884 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,899 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,915 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,932 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:04,948 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,964 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,980 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:04,994 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,008 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,024 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,038 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,052 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,067 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,083 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,099 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,115 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:05,129 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:05,143 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,160 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,176 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,189 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,204 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,218 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,234 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,248 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,265 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,281 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,297 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,307 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,324 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,342 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,356 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,372 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,389 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,405 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,420 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,436 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,453 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-25 00:31:05,470 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-25 00:31:05,486 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:05,501 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:05,518 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:05,535 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 00:31:05,548 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-25 00:31:05,564 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-25 00:31:05,579 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.858, mIoU: 0.428
2023-07-25 00:31:05,594 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,607 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-25 00:31:05,622 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,638 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:05,653 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 00:31:05,660 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 00:31:05,674 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:05,688 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:05,701 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:05,714 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.858, mIoU: 0.430
2023-07-25 00:31:05,730 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,746 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,762 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,775 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,789 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,805 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,816 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:05,833 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,847 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:05,863 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,879 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,895 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,910 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:05,923 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:05,938 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:05,954 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:05,970 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:05,985 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,001 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,015 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,026 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,038 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,052 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,064 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,080 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,094 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,109 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,126 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:06,142 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:06,156 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,172 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,188 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,204 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,220 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,234 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,249 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,264 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,280 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,293 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,307 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,323 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,336 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,354 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:06,368 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 00:31:06,384 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,401 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,420 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,437 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,451 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,469 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,485 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,501 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,517 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 00:31:06,531 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 00:31:06,544 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,560 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,575 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,591 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 00:31:06,606 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,622 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,638 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 00:31:06,653 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:06,668 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:06,682 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:06,697 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,707 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:06,722 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:06,738 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,750 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,767 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 00:31:06,783 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 00:31:06,799 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,816 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,833 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,849 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,866 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,879 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,896 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,910 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,925 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,941 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 00:31:06,954 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,969 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,983 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:06,999 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,015 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,031 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,046 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,061 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,075 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,087 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 00:31:07,103 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,116 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,130 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,147 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:07,163 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 00:31:07,179 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,193 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,207 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:31:07,223 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,239 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,256 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,270 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,284 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,300 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,316 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,332 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 00:31:07,347 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,363 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,379 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,394 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,410 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 00:31:07,426 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 00:31:07,441 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,457 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,472 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 00:31:07,485 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 00:31:07,501 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,517 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 00:31:07,534 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,547 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,563 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,579 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,596 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,610 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,626 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,642 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,657 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,674 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,689 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,705 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,719 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,735 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,752 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,766 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,782 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,795 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,804 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,820 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,836 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:07,850 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,866 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,881 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,895 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,909 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,924 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,940 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:07,956 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,974 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:07,990 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,008 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,023 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,038 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,054 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,070 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,086 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,099 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,114 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.855, mIoU: 0.434
2023-07-25 00:31:08,130 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,146 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,162 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,177 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 00:31:08,190 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,207 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,221 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,235 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,251 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,267 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,282 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,298 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,311 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,326 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,342 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,357 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,373 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,387 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,403 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,418 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,432 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,445 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,461 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,477 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,493 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,509 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,520 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,534 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,550 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,567 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,581 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,598 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,615 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,631 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,645 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,660 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,676 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,690 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,706 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,720 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,735 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 00:31:08,752 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,768 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,784 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,800 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,814 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,830 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,846 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 00:31:08,859 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,875 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,891 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:08,907 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,922 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,935 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,949 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,965 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,981 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:08,996 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:09,010 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,027 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,045 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,060 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:09,071 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:09,087 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:09,103 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 00:31:09,119 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,136 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,150 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 00:31:09,166 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:09,181 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.855, mIoU: 0.435
2023-07-25 00:31:09,195 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,211 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,227 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,243 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,260 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,276 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:09,292 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:09,306 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,322 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,336 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,351 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,367 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:09,384 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,397 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,413 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,425 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,441 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,457 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,473 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,487 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,503 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,521 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,537 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,549 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,565 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,581 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,592 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,608 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,625 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,641 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,655 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,669 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:09,685 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:09,700 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:09,715 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:09,729 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:09,746 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:09,759 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,773 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:09,789 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:09,805 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,820 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:09,836 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,853 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,867 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,883 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,898 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,914 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,929 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,944 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,958 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,974 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:09,991 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,007 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,021 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,036 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,052 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,068 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,082 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,096 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,112 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,129 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,145 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,161 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,177 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,194 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,208 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,223 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,239 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,253 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,268 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,283 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,299 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,314 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:31:10,329 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.853, mIoU: 0.430
2023-07-25 00:31:10,344 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,360 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,374 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,390 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.853, mIoU: 0.431
2023-07-25 00:31:10,406 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,423 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,439 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,456 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,472 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,487 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,501 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,518 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,534 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,549 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,565 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,582 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,598 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,614 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:31:10,629 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,645 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,660 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,674 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,687 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,701 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,714 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,727 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,744 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,759 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:10,772 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:10,785 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,801 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,813 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,827 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:10,843 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,859 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,874 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,890 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,903 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,918 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,933 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,947 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,963 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,979 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:10,995 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.852, mIoU: 0.434
2023-07-25 00:31:11,009 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,025 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,041 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.852, mIoU: 0.434
2023-07-25 00:31:11,056 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,072 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,085 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,101 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:31:11,117 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,133 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,148 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,161 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,177 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,193 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,209 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,225 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,240 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,256 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,273 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,284 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,299 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,313 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,327 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,344 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,360 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,375 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,388 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,402 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,417 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,433 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:11,448 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,464 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,480 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,494 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,510 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,527 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,541 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,556 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,572 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,586 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,602 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,614 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,630 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,646 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,662 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,678 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,691 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,705 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,720 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,735 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,749 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,763 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,776 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,793 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,808 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,824 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,838 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,854 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,872 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:11,889 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,905 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,921 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,929 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,945 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,959 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.853, mIoU: 0.436
2023-07-25 00:31:11,973 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:11,988 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,004 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,020 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,036 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,052 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,068 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,085 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,098 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,114 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,131 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,147 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,163 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,179 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,197 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,211 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,226 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,242 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,258 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,272 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,287 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,303 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,319 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,336 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,352 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,367 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.854, mIoU: 0.436
2023-07-25 00:31:12,383 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,399 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,413 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,429 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,443 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,459 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,476 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,492 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,507 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,521 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,538 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,553 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,569 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,585 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,600 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,616 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,632 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.853, mIoU: 0.435
2023-07-25 00:31:12,646 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,662 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,676 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,692 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,708 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,724 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,740 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,756 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,770 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,780 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,796 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,809 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,825 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,841 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,856 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,873 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,885 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,895 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,912 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,928 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.854, mIoU: 0.435
2023-07-25 00:31:12,943 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:12,957 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:12,973 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:12,988 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,002 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,018 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,033 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,048 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,063 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.855, mIoU: 0.436
2023-07-25 00:31:13,078 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,094 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,110 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,125 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,139 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,155 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,171 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:13,187 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.855, mIoU: 0.438
2023-07-25 00:31:13,204 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.855, mIoU: 0.439
2023-07-25 00:31:13,217 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.855, mIoU: 0.439
2023-07-25 00:31:13,232 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.856, mIoU: 0.439
2023-07-25 00:31:13,247 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.855, mIoU: 0.439
2023-07-25 00:31:13,264 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.855, mIoU: 0.437
2023-07-25 00:31:31,227 semantic_segmentation INFO: Iters: 28010/150000 || Lr: 0.016605 || Task Loss: 1.1881 || KD Loss: 0.5174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:13 || Estimated Time: 2 days, 11:49:39
2023-07-25 00:31:50,083 semantic_segmentation INFO: Iters: 28020/150000 || Lr: 0.016604 || Task Loss: 0.4053 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:32 || Estimated Time: 2 days, 11:49:26
2023-07-25 00:32:08,397 semantic_segmentation INFO: Iters: 28030/150000 || Lr: 0.016603 || Task Loss: 0.6618 || KD Loss: 0.2850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:50 || Estimated Time: 2 days, 11:49:11
2023-07-25 00:32:26,928 semantic_segmentation INFO: Iters: 28040/150000 || Lr: 0.016601 || Task Loss: 1.6227 || KD Loss: 0.7667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:09 || Estimated Time: 2 days, 11:48:57
2023-07-25 00:32:45,209 semantic_segmentation INFO: Iters: 28050/150000 || Lr: 0.016600 || Task Loss: 0.6579 || KD Loss: 0.2857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:27 || Estimated Time: 2 days, 11:48:42
2023-07-25 00:33:03,612 semantic_segmentation INFO: Iters: 28060/150000 || Lr: 0.016599 || Task Loss: 0.8195 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:45 || Estimated Time: 2 days, 11:48:28
2023-07-25 00:33:21,757 semantic_segmentation INFO: Iters: 28070/150000 || Lr: 0.016598 || Task Loss: 0.9306 || KD Loss: 0.3699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:04 || Estimated Time: 2 days, 11:48:12
2023-07-25 00:33:40,249 semantic_segmentation INFO: Iters: 28080/150000 || Lr: 0.016597 || Task Loss: 1.4456 || KD Loss: 0.5958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:22 || Estimated Time: 2 days, 11:47:58
2023-07-25 00:33:58,676 semantic_segmentation INFO: Iters: 28090/150000 || Lr: 0.016595 || Task Loss: 0.9206 || KD Loss: 0.3474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:40 || Estimated Time: 2 days, 11:47:44
2023-07-25 00:34:17,217 semantic_segmentation INFO: Iters: 28100/150000 || Lr: 0.016594 || Task Loss: 0.6668 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:59 || Estimated Time: 2 days, 11:47:30
2023-07-25 00:34:35,307 semantic_segmentation INFO: Iters: 28110/150000 || Lr: 0.016593 || Task Loss: 0.8664 || KD Loss: 0.3707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:17 || Estimated Time: 2 days, 11:47:14
2023-07-25 00:34:54,022 semantic_segmentation INFO: Iters: 28120/150000 || Lr: 0.016592 || Task Loss: 0.8657 || KD Loss: 0.3826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:36 || Estimated Time: 2 days, 11:47:02
2023-07-25 00:35:12,173 semantic_segmentation INFO: Iters: 28130/150000 || Lr: 0.016590 || Task Loss: 0.6510 || KD Loss: 0.1780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:54 || Estimated Time: 2 days, 11:46:46
2023-07-25 00:35:30,687 semantic_segmentation INFO: Iters: 28140/150000 || Lr: 0.016589 || Task Loss: 1.1841 || KD Loss: 0.4567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:12 || Estimated Time: 2 days, 11:46:32
2023-07-25 00:35:49,170 semantic_segmentation INFO: Iters: 28150/150000 || Lr: 0.016588 || Task Loss: 0.6040 || KD Loss: 0.2132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:31 || Estimated Time: 2 days, 11:46:18
2023-07-25 00:36:07,608 semantic_segmentation INFO: Iters: 28160/150000 || Lr: 0.016587 || Task Loss: 0.8132 || KD Loss: 0.2987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:49 || Estimated Time: 2 days, 11:46:03
2023-07-25 00:36:26,065 semantic_segmentation INFO: Iters: 28170/150000 || Lr: 0.016586 || Task Loss: 0.6465 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:08 || Estimated Time: 2 days, 11:45:49
2023-07-25 00:36:44,556 semantic_segmentation INFO: Iters: 28180/150000 || Lr: 0.016584 || Task Loss: 0.6867 || KD Loss: 0.2365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:26 || Estimated Time: 2 days, 11:45:35
2023-07-25 00:37:03,077 semantic_segmentation INFO: Iters: 28190/150000 || Lr: 0.016583 || Task Loss: 1.1161 || KD Loss: 0.4263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:45 || Estimated Time: 2 days, 11:45:21
2023-07-25 00:37:21,603 semantic_segmentation INFO: Iters: 28200/150000 || Lr: 0.016582 || Task Loss: 0.6650 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:03 || Estimated Time: 2 days, 11:45:07
2023-07-25 00:37:40,399 semantic_segmentation INFO: Iters: 28210/150000 || Lr: 0.016581 || Task Loss: 0.8574 || KD Loss: 0.2936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:22 || Estimated Time: 2 days, 11:44:54
2023-07-25 00:37:58,554 semantic_segmentation INFO: Iters: 28220/150000 || Lr: 0.016579 || Task Loss: 0.8512 || KD Loss: 0.3285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:40 || Estimated Time: 2 days, 11:44:39
2023-07-25 00:38:16,893 semantic_segmentation INFO: Iters: 28230/150000 || Lr: 0.016578 || Task Loss: 0.9054 || KD Loss: 0.3379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:59 || Estimated Time: 2 days, 11:44:24
2023-07-25 00:38:35,301 semantic_segmentation INFO: Iters: 28240/150000 || Lr: 0.016577 || Task Loss: 1.2124 || KD Loss: 0.5981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:51:17 || Estimated Time: 2 days, 11:44:10
2023-07-25 00:38:53,650 semantic_segmentation INFO: Iters: 28250/150000 || Lr: 0.016576 || Task Loss: 0.7497 || KD Loss: 0.2604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2357|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:51:35 || Estimated Time: 2 days, 11:43:55
2023-07-25 00:39:12,190 semantic_segmentation INFO: Iters: 28260/150000 || Lr: 0.016575 || Task Loss: 0.7999 || KD Loss: 0.2872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:51:54 || Estimated Time: 2 days, 11:43:41
2023-07-25 00:39:30,309 semantic_segmentation INFO: Iters: 28270/150000 || Lr: 0.016573 || Task Loss: 0.8097 || KD Loss: 0.3409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:12 || Estimated Time: 2 days, 11:43:26
2023-07-25 00:39:49,167 semantic_segmentation INFO: Iters: 28280/150000 || Lr: 0.016572 || Task Loss: 0.5265 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:31 || Estimated Time: 2 days, 11:43:13
2023-07-25 00:40:07,338 semantic_segmentation INFO: Iters: 28290/150000 || Lr: 0.016571 || Task Loss: 0.5102 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:49 || Estimated Time: 2 days, 11:42:58
2023-07-25 00:40:26,150 semantic_segmentation INFO: Iters: 28300/150000 || Lr: 0.016570 || Task Loss: 0.6569 || KD Loss: 0.2262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:08 || Estimated Time: 2 days, 11:42:45
2023-07-25 00:40:44,573 semantic_segmentation INFO: Iters: 28310/150000 || Lr: 0.016568 || Task Loss: 0.9243 || KD Loss: 0.3313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:26 || Estimated Time: 2 days, 11:42:30
2023-07-25 00:41:02,632 semantic_segmentation INFO: Iters: 28320/150000 || Lr: 0.016567 || Task Loss: 0.7748 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:44 || Estimated Time: 2 days, 11:42:15
2023-07-25 00:41:21,120 semantic_segmentation INFO: Iters: 28330/150000 || Lr: 0.016566 || Task Loss: 1.1278 || KD Loss: 0.5173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:03 || Estimated Time: 2 days, 11:42:00
2023-07-25 00:41:39,333 semantic_segmentation INFO: Iters: 28340/150000 || Lr: 0.016565 || Task Loss: 0.9129 || KD Loss: 0.3251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:21 || Estimated Time: 2 days, 11:41:45
2023-07-25 00:41:57,772 semantic_segmentation INFO: Iters: 28350/150000 || Lr: 0.016563 || Task Loss: 1.2599 || KD Loss: 0.6306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:40 || Estimated Time: 2 days, 11:41:31
2023-07-25 00:42:16,207 semantic_segmentation INFO: Iters: 28360/150000 || Lr: 0.016562 || Task Loss: 0.7752 || KD Loss: 0.3422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:58 || Estimated Time: 2 days, 11:41:16
2023-07-25 00:42:34,637 semantic_segmentation INFO: Iters: 28370/150000 || Lr: 0.016561 || Task Loss: 1.0735 || KD Loss: 0.3963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:16 || Estimated Time: 2 days, 11:41:02
2023-07-25 00:42:53,054 semantic_segmentation INFO: Iters: 28380/150000 || Lr: 0.016560 || Task Loss: 0.4724 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:35 || Estimated Time: 2 days, 11:40:48
2023-07-25 00:43:11,292 semantic_segmentation INFO: Iters: 28390/150000 || Lr: 0.016559 || Task Loss: 0.7837 || KD Loss: 0.2596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:53 || Estimated Time: 2 days, 11:40:33
2023-07-25 00:43:29,415 semantic_segmentation INFO: Iters: 28400/150000 || Lr: 0.016557 || Task Loss: 1.0703 || KD Loss: 0.3690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:11 || Estimated Time: 2 days, 11:40:17
2023-07-25 00:43:47,657 semantic_segmentation INFO: Iters: 28410/150000 || Lr: 0.016556 || Task Loss: 1.0231 || KD Loss: 0.3666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:29 || Estimated Time: 2 days, 11:40:01
2023-07-25 00:44:06,078 semantic_segmentation INFO: Iters: 28420/150000 || Lr: 0.016555 || Task Loss: 1.0369 || KD Loss: 0.3959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:48 || Estimated Time: 2 days, 11:39:47
2023-07-25 00:44:24,262 semantic_segmentation INFO: Iters: 28430/150000 || Lr: 0.016554 || Task Loss: 0.7127 || KD Loss: 0.2853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:06 || Estimated Time: 2 days, 11:39:32
2023-07-25 00:44:42,940 semantic_segmentation INFO: Iters: 28440/150000 || Lr: 0.016552 || Task Loss: 1.4114 || KD Loss: 0.5123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:25 || Estimated Time: 2 days, 11:39:18
2023-07-25 00:45:01,576 semantic_segmentation INFO: Iters: 28450/150000 || Lr: 0.016551 || Task Loss: 1.0509 || KD Loss: 0.4331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:43 || Estimated Time: 2 days, 11:39:05
2023-07-25 00:45:20,035 semantic_segmentation INFO: Iters: 28460/150000 || Lr: 0.016550 || Task Loss: 1.1144 || KD Loss: 0.4831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:02 || Estimated Time: 2 days, 11:38:50
2023-07-25 00:45:38,185 semantic_segmentation INFO: Iters: 28470/150000 || Lr: 0.016549 || Task Loss: 1.1219 || KD Loss: 0.4289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:20 || Estimated Time: 2 days, 11:38:35
2023-07-25 00:45:57,265 semantic_segmentation INFO: Iters: 28480/150000 || Lr: 0.016548 || Task Loss: 0.9507 || KD Loss: 0.3977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:39 || Estimated Time: 2 days, 11:38:23
2023-07-25 00:46:16,053 semantic_segmentation INFO: Iters: 28490/150000 || Lr: 0.016546 || Task Loss: 0.7432 || KD Loss: 0.2638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:58 || Estimated Time: 2 days, 11:38:10
2023-07-25 00:46:33,862 semantic_segmentation INFO: Iters: 28500/150000 || Lr: 0.016545 || Task Loss: 1.4420 || KD Loss: 0.5533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:16 || Estimated Time: 2 days, 11:37:53
2023-07-25 00:46:52,977 semantic_segmentation INFO: Iters: 28510/150000 || Lr: 0.016544 || Task Loss: 1.0802 || KD Loss: 0.4404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:35 || Estimated Time: 2 days, 11:37:42
2023-07-25 00:47:10,966 semantic_segmentation INFO: Iters: 28520/150000 || Lr: 0.016543 || Task Loss: 0.9348 || KD Loss: 0.2794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:53 || Estimated Time: 2 days, 11:37:25
2023-07-25 00:47:29,597 semantic_segmentation INFO: Iters: 28530/150000 || Lr: 0.016541 || Task Loss: 1.0145 || KD Loss: 0.3689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:11 || Estimated Time: 2 days, 11:37:12
2023-07-25 00:47:48,083 semantic_segmentation INFO: Iters: 28540/150000 || Lr: 0.016540 || Task Loss: 0.9767 || KD Loss: 0.3526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:30 || Estimated Time: 2 days, 11:36:57
2023-07-25 00:48:06,583 semantic_segmentation INFO: Iters: 28550/150000 || Lr: 0.016539 || Task Loss: 0.8615 || KD Loss: 0.2624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:48 || Estimated Time: 2 days, 11:36:43
2023-07-25 00:48:25,584 semantic_segmentation INFO: Iters: 28560/150000 || Lr: 0.016538 || Task Loss: 0.8245 || KD Loss: 0.3249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:07 || Estimated Time: 2 days, 11:36:31
2023-07-25 00:48:43,731 semantic_segmentation INFO: Iters: 28570/150000 || Lr: 0.016537 || Task Loss: 0.8244 || KD Loss: 0.3212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:26 || Estimated Time: 2 days, 11:36:16
2023-07-25 00:49:02,351 semantic_segmentation INFO: Iters: 28580/150000 || Lr: 0.016535 || Task Loss: 0.9363 || KD Loss: 0.2953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:44 || Estimated Time: 2 days, 11:36:02
2023-07-25 00:49:20,834 semantic_segmentation INFO: Iters: 28590/150000 || Lr: 0.016534 || Task Loss: 0.9313 || KD Loss: 0.3516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:03 || Estimated Time: 2 days, 11:35:48
2023-07-25 00:49:39,164 semantic_segmentation INFO: Iters: 28600/150000 || Lr: 0.016533 || Task Loss: 1.0807 || KD Loss: 0.5034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:21 || Estimated Time: 2 days, 11:35:33
2023-07-25 00:49:57,363 semantic_segmentation INFO: Iters: 28610/150000 || Lr: 0.016532 || Task Loss: 0.8612 || KD Loss: 0.3669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:39 || Estimated Time: 2 days, 11:35:18
2023-07-25 00:50:15,482 semantic_segmentation INFO: Iters: 28620/150000 || Lr: 0.016530 || Task Loss: 0.6888 || KD Loss: 0.3133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:57 || Estimated Time: 2 days, 11:35:02
2023-07-25 00:50:34,301 semantic_segmentation INFO: Iters: 28630/150000 || Lr: 0.016529 || Task Loss: 0.9312 || KD Loss: 0.4004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:16 || Estimated Time: 2 days, 11:34:49
2023-07-25 00:50:52,506 semantic_segmentation INFO: Iters: 28640/150000 || Lr: 0.016528 || Task Loss: 0.8359 || KD Loss: 0.3226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:34 || Estimated Time: 2 days, 11:34:34
2023-07-25 00:51:10,940 semantic_segmentation INFO: Iters: 28650/150000 || Lr: 0.016527 || Task Loss: 1.1123 || KD Loss: 0.4338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:53 || Estimated Time: 2 days, 11:34:19
2023-07-25 00:51:29,707 semantic_segmentation INFO: Iters: 28660/150000 || Lr: 0.016526 || Task Loss: 0.8777 || KD Loss: 0.3286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:11 || Estimated Time: 2 days, 11:34:06
2023-07-25 00:51:48,207 semantic_segmentation INFO: Iters: 28670/150000 || Lr: 0.016524 || Task Loss: 1.2128 || KD Loss: 0.4761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:30 || Estimated Time: 2 days, 11:33:52
2023-07-25 00:52:06,645 semantic_segmentation INFO: Iters: 28680/150000 || Lr: 0.016523 || Task Loss: 0.9037 || KD Loss: 0.3543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:48 || Estimated Time: 2 days, 11:33:38
2023-07-25 00:52:24,817 semantic_segmentation INFO: Iters: 28690/150000 || Lr: 0.016522 || Task Loss: 0.8415 || KD Loss: 0.3597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:07 || Estimated Time: 2 days, 11:33:22
2023-07-25 00:52:43,247 semantic_segmentation INFO: Iters: 28700/150000 || Lr: 0.016521 || Task Loss: 0.6486 || KD Loss: 0.2527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:25 || Estimated Time: 2 days, 11:33:07
2023-07-25 00:53:01,681 semantic_segmentation INFO: Iters: 28710/150000 || Lr: 0.016519 || Task Loss: 1.1819 || KD Loss: 0.5454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:43 || Estimated Time: 2 days, 11:32:53
2023-07-25 00:53:20,120 semantic_segmentation INFO: Iters: 28720/150000 || Lr: 0.016518 || Task Loss: 0.8043 || KD Loss: 0.2944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:02 || Estimated Time: 2 days, 11:32:39
2023-07-25 00:53:38,557 semantic_segmentation INFO: Iters: 28730/150000 || Lr: 0.016517 || Task Loss: 0.7051 || KD Loss: 0.3521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:20 || Estimated Time: 2 days, 11:32:24
2023-07-25 00:53:56,958 semantic_segmentation INFO: Iters: 28740/150000 || Lr: 0.016516 || Task Loss: 1.1090 || KD Loss: 0.5714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:39 || Estimated Time: 2 days, 11:32:09
2023-07-25 00:54:15,011 semantic_segmentation INFO: Iters: 28750/150000 || Lr: 0.016514 || Task Loss: 1.0190 || KD Loss: 0.4264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:57 || Estimated Time: 2 days, 11:31:53
2023-07-25 00:54:33,345 semantic_segmentation INFO: Iters: 28760/150000 || Lr: 0.016513 || Task Loss: 0.6977 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:15 || Estimated Time: 2 days, 11:31:39
2023-07-25 00:54:51,767 semantic_segmentation INFO: Iters: 28770/150000 || Lr: 0.016512 || Task Loss: 0.8065 || KD Loss: 0.2671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:34 || Estimated Time: 2 days, 11:31:24
2023-07-25 00:55:10,068 semantic_segmentation INFO: Iters: 28780/150000 || Lr: 0.016511 || Task Loss: 0.9082 || KD Loss: 0.3114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:52 || Estimated Time: 2 days, 11:31:09
2023-07-25 00:55:28,796 semantic_segmentation INFO: Iters: 28790/150000 || Lr: 0.016510 || Task Loss: 0.7211 || KD Loss: 0.2234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:11 || Estimated Time: 2 days, 11:30:56
2023-07-25 00:55:47,447 semantic_segmentation INFO: Iters: 28800/150000 || Lr: 0.016508 || Task Loss: 1.4146 || KD Loss: 0.6459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:29 || Estimated Time: 2 days, 11:30:42
2023-07-25 00:55:47,572 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:55:47,959 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.089
2023-07-25 00:55:47,980 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.130
2023-07-25 00:55:47,993 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.130
2023-07-25 00:55:48,008 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.892, mIoU: 0.114
2023-07-25 00:55:48,022 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.840, mIoU: 0.163
2023-07-25 00:55:48,035 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.838, mIoU: 0.208
2023-07-25 00:55:48,050 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.824, mIoU: 0.245
2023-07-25 00:55:48,065 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.843, mIoU: 0.258
2023-07-25 00:55:48,078 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.844, mIoU: 0.267
2023-07-25 00:55:48,093 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.839, mIoU: 0.269
2023-07-25 00:55:48,108 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.833, mIoU: 0.270
2023-07-25 00:55:48,124 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.843, mIoU: 0.287
2023-07-25 00:55:48,137 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.811, mIoU: 0.271
2023-07-25 00:55:48,151 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.814, mIoU: 0.260
2023-07-25 00:55:48,166 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.820, mIoU: 0.260
2023-07-25 00:55:48,180 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.827, mIoU: 0.257
2023-07-25 00:55:48,191 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.827, mIoU: 0.256
2023-07-25 00:55:48,204 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.829, mIoU: 0.256
2023-07-25 00:55:48,220 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.834, mIoU: 0.256
2023-07-25 00:55:48,237 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.839, mIoU: 0.297
2023-07-25 00:55:48,253 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.835, mIoU: 0.277
2023-07-25 00:55:48,269 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.838, mIoU: 0.274
2023-07-25 00:55:48,285 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.835, mIoU: 0.289
2023-07-25 00:55:48,302 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.836, mIoU: 0.287
2023-07-25 00:55:48,319 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.840, mIoU: 0.302
2023-07-25 00:55:48,334 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.840, mIoU: 0.307
2023-07-25 00:55:48,349 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.842, mIoU: 0.307
2023-07-25 00:55:48,361 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.844, mIoU: 0.302
2023-07-25 00:55:48,377 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.841, mIoU: 0.299
2023-07-25 00:55:48,393 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.846, mIoU: 0.299
2023-07-25 00:55:48,409 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.851, mIoU: 0.306
2023-07-25 00:55:48,427 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.854, mIoU: 0.308
2023-07-25 00:55:48,443 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.849, mIoU: 0.302
2023-07-25 00:55:48,460 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.843, mIoU: 0.298
2023-07-25 00:55:48,477 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.842, mIoU: 0.322
2023-07-25 00:55:48,494 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.845, mIoU: 0.323
2023-07-25 00:55:48,509 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.848, mIoU: 0.320
2023-07-25 00:55:48,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.852, mIoU: 0.342
2023-07-25 00:55:48,542 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.848, mIoU: 0.336
2023-07-25 00:55:48,556 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.848, mIoU: 0.335
2023-07-25 00:55:48,570 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.847, mIoU: 0.365
2023-07-25 00:55:48,586 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.851, mIoU: 0.365
2023-07-25 00:55:48,602 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.847, mIoU: 0.368
2023-07-25 00:55:48,616 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.849, mIoU: 0.368
2023-07-25 00:55:48,632 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.849, mIoU: 0.370
2023-07-25 00:55:48,648 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.848, mIoU: 0.374
2023-07-25 00:55:48,662 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.851, mIoU: 0.383
2023-07-25 00:55:48,675 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.852, mIoU: 0.384
2023-07-25 00:55:48,691 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.852, mIoU: 0.382
2023-07-25 00:55:48,707 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.851, mIoU: 0.379
2023-07-25 00:55:48,724 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.851, mIoU: 0.378
2023-07-25 00:55:48,739 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.850, mIoU: 0.372
2023-07-25 00:55:48,753 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.852, mIoU: 0.371
2023-07-25 00:55:48,770 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.852, mIoU: 0.369
2023-07-25 00:55:48,785 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.854, mIoU: 0.373
2023-07-25 00:55:48,799 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.853, mIoU: 0.371
2023-07-25 00:55:48,815 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.854, mIoU: 0.371
2023-07-25 00:55:48,834 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.857, mIoU: 0.370
2023-07-25 00:55:48,848 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.857, mIoU: 0.369
2023-07-25 00:55:48,865 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-25 00:55:48,879 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.852, mIoU: 0.403
2023-07-25 00:55:48,896 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.853, mIoU: 0.401
2023-07-25 00:55:48,910 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.855, mIoU: 0.401
2023-07-25 00:55:48,929 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.856, mIoU: 0.409
2023-07-25 00:55:48,944 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.858, mIoU: 0.423
2023-07-25 00:55:48,960 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.859, mIoU: 0.423
2023-07-25 00:55:48,976 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.861, mIoU: 0.423
2023-07-25 00:55:48,991 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 00:55:49,007 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 00:55:49,024 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:55:49,041 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.854, mIoU: 0.455
2023-07-25 00:55:49,056 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.855, mIoU: 0.455
2023-07-25 00:55:49,072 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.854, mIoU: 0.448
2023-07-25 00:55:49,088 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.856, mIoU: 0.448
2023-07-25 00:55:49,104 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-25 00:55:49,120 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 00:55:49,136 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.853, mIoU: 0.450
2023-07-25 00:55:49,145 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.850, mIoU: 0.448
2023-07-25 00:55:49,162 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.851, mIoU: 0.454
2023-07-25 00:55:49,179 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.852, mIoU: 0.454
2023-07-25 00:55:49,193 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.844, mIoU: 0.443
2023-07-25 00:55:49,209 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.843, mIoU: 0.441
2023-07-25 00:55:49,225 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.842, mIoU: 0.437
2023-07-25 00:55:49,241 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.839, mIoU: 0.424
2023-07-25 00:55:49,257 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.838, mIoU: 0.418
2023-07-25 00:55:49,274 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.839, mIoU: 0.420
2023-07-25 00:55:49,290 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.840, mIoU: 0.415
2023-07-25 00:55:49,306 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.833, mIoU: 0.409
2023-07-25 00:55:49,322 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.832, mIoU: 0.409
2023-07-25 00:55:49,336 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.832, mIoU: 0.408
2023-07-25 00:55:49,352 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.832, mIoU: 0.407
2023-07-25 00:55:49,368 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.834, mIoU: 0.408
2023-07-25 00:55:49,384 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.832, mIoU: 0.408
2023-07-25 00:55:49,400 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.833, mIoU: 0.422
2023-07-25 00:55:49,416 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.831, mIoU: 0.421
2023-07-25 00:55:49,432 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.829, mIoU: 0.420
2023-07-25 00:55:49,446 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.831, mIoU: 0.421
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2023-07-25 00:55:49,654 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.840, mIoU: 0.437
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2023-07-25 00:55:49,716 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.843, mIoU: 0.438
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2023-07-25 00:55:49,904 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.838, mIoU: 0.414
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2023-07-25 00:55:52,506 semantic_segmentation INFO: Sample: 296, Validation pixAcc: 0.838, mIoU: 0.419
2023-07-25 00:55:52,522 semantic_segmentation INFO: Sample: 297, Validation pixAcc: 0.838, mIoU: 0.419
2023-07-25 00:55:52,536 semantic_segmentation INFO: Sample: 298, Validation pixAcc: 0.839, mIoU: 0.418
2023-07-25 00:55:52,554 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.837, mIoU: 0.418
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2023-07-25 00:55:52,603 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.834, mIoU: 0.417
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2023-07-25 00:55:52,635 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.835, mIoU: 0.419
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2023-07-25 00:55:52,676 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.833, mIoU: 0.418
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2023-07-25 00:55:52,723 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.833, mIoU: 0.415
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2023-07-25 00:55:52,756 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.834, mIoU: 0.416
2023-07-25 00:55:52,773 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.834, mIoU: 0.417
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2023-07-25 00:55:52,837 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.835, mIoU: 0.417
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2023-07-25 00:55:52,884 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.836, mIoU: 0.417
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2023-07-25 00:55:52,932 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.837, mIoU: 0.419
2023-07-25 00:55:52,947 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.837, mIoU: 0.419
2023-07-25 00:55:52,963 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.837, mIoU: 0.419
2023-07-25 00:55:52,979 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.838, mIoU: 0.420
2023-07-25 00:55:52,997 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.837, mIoU: 0.420
2023-07-25 00:55:53,011 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.838, mIoU: 0.424
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2023-07-25 00:55:53,146 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.839, mIoU: 0.423
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2023-07-25 00:55:53,224 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.840, mIoU: 0.423
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2023-07-25 00:55:53,257 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.840, mIoU: 0.424
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2023-07-25 00:55:53,288 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.840, mIoU: 0.425
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2023-07-25 00:55:53,320 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.841, mIoU: 0.424
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2023-07-25 00:55:53,451 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.841, mIoU: 0.424
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2023-07-25 00:55:53,486 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.841, mIoU: 0.424
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2023-07-25 00:55:53,512 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.840, mIoU: 0.423
2023-07-25 00:55:53,529 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.838, mIoU: 0.421
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2023-07-25 00:55:53,561 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.837, mIoU: 0.419
2023-07-25 00:55:53,576 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.838, mIoU: 0.419
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2023-07-25 00:55:53,702 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.839, mIoU: 0.416
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2023-07-25 00:55:54,033 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.840, mIoU: 0.414
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2023-07-25 00:55:54,066 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.840, mIoU: 0.413
2023-07-25 00:55:54,082 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.840, mIoU: 0.413
2023-07-25 00:55:54,096 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.840, mIoU: 0.413
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2023-07-25 00:55:54,127 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.841, mIoU: 0.413
2023-07-25 00:55:54,141 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.841, mIoU: 0.413
2023-07-25 00:55:54,158 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.842, mIoU: 0.413
2023-07-25 00:55:54,174 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.840, mIoU: 0.412
2023-07-25 00:55:54,190 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.841, mIoU: 0.412
2023-07-25 00:55:54,206 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.841, mIoU: 0.412
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2023-07-25 00:55:54,496 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.840, mIoU: 0.417
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2023-07-25 00:55:54,573 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.841, mIoU: 0.421
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2023-07-25 00:55:54,619 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.841, mIoU: 0.420
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2023-07-25 00:55:54,710 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.841, mIoU: 0.420
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2023-07-25 00:55:54,774 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.841, mIoU: 0.419
2023-07-25 00:55:54,790 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.841, mIoU: 0.418
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2023-07-25 00:55:54,834 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.841, mIoU: 0.418
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2023-07-25 00:55:54,869 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.840, mIoU: 0.414
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2023-07-25 00:55:54,901 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.840, mIoU: 0.413
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2023-07-25 00:55:54,972 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.840, mIoU: 0.412
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2023-07-25 00:55:55,159 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.841, mIoU: 0.413
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2023-07-25 00:55:55,253 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.841, mIoU: 0.417
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2023-07-25 00:55:55,342 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.840, mIoU: 0.416
2023-07-25 00:55:55,358 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.841, mIoU: 0.417
2023-07-25 00:55:55,374 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.841, mIoU: 0.417
2023-07-25 00:55:55,390 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.841, mIoU: 0.419
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2023-07-25 00:55:55,415 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.842, mIoU: 0.420
2023-07-25 00:55:55,431 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.842, mIoU: 0.421
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2023-07-25 00:55:55,504 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:55,520 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:55,535 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:55,544 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:55,560 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:55,576 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:55,589 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:55,605 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:55,621 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:55,635 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:55,652 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.844, mIoU: 0.428
2023-07-25 00:55:55,666 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.845, mIoU: 0.428
2023-07-25 00:55:55,682 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,699 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,717 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,733 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,748 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,762 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:55,779 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:55,795 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:55,810 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:55,826 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:55,844 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.845, mIoU: 0.428
2023-07-25 00:55:55,861 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.845, mIoU: 0.427
2023-07-25 00:55:55,876 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:55,890 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:55,905 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.844, mIoU: 0.422
2023-07-25 00:55:55,921 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.844, mIoU: 0.423
2023-07-25 00:55:55,937 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.844, mIoU: 0.423
2023-07-25 00:55:55,952 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.843, mIoU: 0.422
2023-07-25 00:55:55,968 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.843, mIoU: 0.422
2023-07-25 00:55:55,982 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.843, mIoU: 0.421
2023-07-25 00:55:55,998 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.843, mIoU: 0.421
2023-07-25 00:55:56,014 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.843, mIoU: 0.421
2023-07-25 00:55:56,028 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.843, mIoU: 0.425
2023-07-25 00:55:56,043 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:56,056 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.843, mIoU: 0.425
2023-07-25 00:55:56,071 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.843, mIoU: 0.425
2023-07-25 00:55:56,085 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.843, mIoU: 0.425
2023-07-25 00:55:56,097 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.843, mIoU: 0.426
2023-07-25 00:55:56,110 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.843, mIoU: 0.426
2023-07-25 00:55:56,125 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.843, mIoU: 0.427
2023-07-25 00:55:56,141 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.843, mIoU: 0.427
2023-07-25 00:55:56,157 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.843, mIoU: 0.427
2023-07-25 00:55:56,172 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.843, mIoU: 0.427
2023-07-25 00:55:56,181 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.843, mIoU: 0.427
2023-07-25 00:55:56,197 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.844, mIoU: 0.428
2023-07-25 00:55:56,214 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.843, mIoU: 0.426
2023-07-25 00:55:56,230 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.843, mIoU: 0.426
2023-07-25 00:55:56,246 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:56,262 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:56,276 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:56,290 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.844, mIoU: 0.428
2023-07-25 00:55:56,306 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.843, mIoU: 0.425
2023-07-25 00:55:56,322 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,338 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,351 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,365 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,380 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,396 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,412 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,426 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,442 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.843, mIoU: 0.423
2023-07-25 00:55:56,459 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:56,476 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:56,490 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.843, mIoU: 0.424
2023-07-25 00:55:56,506 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.843, mIoU: 0.426
2023-07-25 00:55:56,522 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,536 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,552 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,568 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,583 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,599 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,613 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,630 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,646 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,664 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.845, mIoU: 0.427
2023-07-25 00:55:56,674 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,690 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.844, mIoU: 0.425
2023-07-25 00:55:56,707 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,720 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.844, mIoU: 0.426
2023-07-25 00:55:56,736 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:56,750 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.844, mIoU: 0.427
2023-07-25 00:55:56,765 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,781 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,797 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,811 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,825 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,839 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,855 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,871 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:56,888 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:56,903 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:56,919 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.844, mIoU: 0.424
2023-07-25 00:55:56,933 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:56,950 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:56,966 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.845, mIoU: 0.425
2023-07-25 00:55:56,980 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:56,996 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,012 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,028 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,044 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,060 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,072 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,088 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,104 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,119 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,135 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,150 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,163 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,179 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,195 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.846, mIoU: 0.424
2023-07-25 00:55:57,210 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,224 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,240 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,255 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,271 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,287 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.846, mIoU: 0.424
2023-07-25 00:55:57,303 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.846, mIoU: 0.424
2023-07-25 00:55:57,319 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.846, mIoU: 0.425
2023-07-25 00:55:57,334 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.846, mIoU: 0.425
2023-07-25 00:55:57,350 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.846, mIoU: 0.425
2023-07-25 00:55:57,365 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,379 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,394 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,410 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,426 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,440 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.845, mIoU: 0.424
2023-07-25 00:55:57,457 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,471 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,487 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.845, mIoU: 0.423
2023-07-25 00:55:57,503 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,520 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.846, mIoU: 0.423
2023-07-25 00:55:57,536 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.846, mIoU: 0.424
2023-07-25 00:55:57,552 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.846, mIoU: 0.424
2023-07-25 00:55:57,569 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.846, mIoU: 0.426
2023-07-25 00:55:57,584 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.846, mIoU: 0.426
2023-07-25 00:55:57,600 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,615 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,631 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,649 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,665 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.845, mIoU: 0.428
2023-07-25 00:55:57,681 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,691 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:57,705 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,721 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,734 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:57,749 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,763 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:57,776 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,792 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.847, mIoU: 0.428
2023-07-25 00:55:57,808 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,824 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,841 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:57,854 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:57,869 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:57,883 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:57,898 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:57,914 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,930 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:57,946 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,961 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,977 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:57,990 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,006 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,021 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.846, mIoU: 0.429
2023-07-25 00:55:58,035 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:58,049 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:58,064 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:58,081 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:58,098 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.846, mIoU: 0.430
2023-07-25 00:55:58,112 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.846, mIoU: 0.431
2023-07-25 00:55:58,128 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.847, mIoU: 0.431
2023-07-25 00:55:58,145 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.847, mIoU: 0.432
2023-07-25 00:55:58,161 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.847, mIoU: 0.432
2023-07-25 00:55:58,175 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.847, mIoU: 0.431
2023-07-25 00:55:58,189 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.847, mIoU: 0.432
2023-07-25 00:55:58,198 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.847, mIoU: 0.432
2023-07-25 00:55:58,214 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.847, mIoU: 0.432
2023-07-25 00:55:58,230 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,246 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:58,263 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,279 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,295 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,312 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,327 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:58,341 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:58,356 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:58,371 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.847, mIoU: 0.430
2023-07-25 00:55:58,386 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,402 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,415 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,429 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,443 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,458 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,472 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:58,486 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.845, mIoU: 0.426
2023-07-25 00:55:58,501 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:58,516 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,533 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,545 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,560 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:58,574 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:58,586 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.846, mIoU: 0.427
2023-07-25 00:55:58,602 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.846, mIoU: 0.428
2023-07-25 00:55:58,618 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.847, mIoU: 0.428
2023-07-25 00:55:58,634 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.847, mIoU: 0.428
2023-07-25 00:55:58,649 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.847, mIoU: 0.428
2023-07-25 00:55:58,665 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.847, mIoU: 0.428
2023-07-25 00:55:58,681 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,695 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,711 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,727 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:55:58,745 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,762 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:55:58,778 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:55:58,794 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:55:58,808 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,822 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,835 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,852 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.847, mIoU: 0.429
2023-07-25 00:55:58,869 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,884 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,898 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,914 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,930 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,946 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,962 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:55:58,978 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:58,992 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:55:59,008 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:55:59,022 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.848, mIoU: 0.428
2023-07-25 00:55:59,037 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.848, mIoU: 0.428
2023-07-25 00:55:59,053 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.848, mIoU: 0.428
2023-07-25 00:55:59,068 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:55:59,086 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,100 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,116 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,133 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,147 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,161 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,178 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:55:59,194 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.848, mIoU: 0.427
2023-07-25 00:55:59,210 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:55:59,226 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:55:59,239 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:55:59,254 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:55:59,270 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,284 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:55:59,300 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:55:59,318 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.848, mIoU: 0.425
2023-07-25 00:55:59,332 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.848, mIoU: 0.424
2023-07-25 00:55:59,349 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.848, mIoU: 0.424
2023-07-25 00:55:59,363 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,379 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,395 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,410 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,424 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,440 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,455 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,469 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,485 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,501 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,516 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,530 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,546 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:55:59,562 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:55:59,580 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-25 00:55:59,594 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,609 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,623 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:55:59,639 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:55:59,653 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:55:59,667 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,684 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,700 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,714 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:55:59,731 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-25 00:55:59,748 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-25 00:55:59,765 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.848, mIoU: 0.422
2023-07-25 00:55:59,781 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,796 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,809 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,824 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,838 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,852 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,866 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.848, mIoU: 0.423
2023-07-25 00:55:59,883 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,897 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,911 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,926 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,943 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,959 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,975 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:55:59,989 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,003 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:56:00,019 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:56:00,034 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,051 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,067 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,081 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,095 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,108 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,125 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,142 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,157 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,173 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,185 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,200 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,216 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,232 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:56:00,247 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.849, mIoU: 0.422
2023-07-25 00:56:00,263 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,277 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.850, mIoU: 0.423
2023-07-25 00:56:00,294 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,307 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,323 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,336 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,352 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,368 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,381 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.849, mIoU: 0.423
2023-07-25 00:56:00,398 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:56:00,413 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.850, mIoU: 0.424
2023-07-25 00:56:00,428 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.850, mIoU: 0.424
2023-07-25 00:56:00,444 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.850, mIoU: 0.424
2023-07-25 00:56:00,459 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,475 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.850, mIoU: 0.424
2023-07-25 00:56:00,491 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.850, mIoU: 0.424
2023-07-25 00:56:00,506 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,522 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,538 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,552 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,566 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,580 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,598 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,613 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,631 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.849, mIoU: 0.424
2023-07-25 00:56:00,647 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,660 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,676 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,693 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,709 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,723 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,739 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,755 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,768 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,783 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.850, mIoU: 0.425
2023-07-25 00:56:00,800 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,815 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:00,829 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.850, mIoU: 0.426
2023-07-25 00:56:00,841 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:00,859 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,874 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.848, mIoU: 0.425
2023-07-25 00:56:00,890 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,904 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,920 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.849, mIoU: 0.425
2023-07-25 00:56:00,937 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.849, mIoU: 0.426
2023-07-25 00:56:00,954 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:00,971 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:00,986 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,003 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:56:01,017 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:56:01,033 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.850, mIoU: 0.428
2023-07-25 00:56:01,049 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.850, mIoU: 0.428
2023-07-25 00:56:01,063 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,080 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.849, mIoU: 0.428
2023-07-25 00:56:01,095 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.850, mIoU: 0.428
2023-07-25 00:56:01,111 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,127 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,143 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,159 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,175 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,190 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,205 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.849, mIoU: 0.427
2023-07-25 00:56:01,222 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,238 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,254 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,270 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,280 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,295 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,309 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,325 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,341 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,358 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.850, mIoU: 0.428
2023-07-25 00:56:01,372 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,388 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,404 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,419 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,436 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.850, mIoU: 0.427
2023-07-25 00:56:01,453 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.851, mIoU: 0.427
2023-07-25 00:56:01,467 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-25 00:56:01,484 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-25 00:56:01,500 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:01,516 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:01,530 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:01,547 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:01,563 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:01,579 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:01,594 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:01,610 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:01,626 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:01,640 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:01,655 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,671 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,684 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,700 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,714 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:01,728 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:01,744 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:01,760 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,776 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,792 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,808 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,822 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,836 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,852 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,866 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,880 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,895 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,911 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,928 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:01,945 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,959 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,973 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:01,991 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,007 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,021 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,037 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,052 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,069 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,084 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,102 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,118 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,134 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,144 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,161 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,178 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,192 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,207 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,223 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,239 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,252 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,268 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,284 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,300 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,316 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,332 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,349 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,366 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,379 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,395 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,411 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.852, mIoU: 0.426
2023-07-25 00:56:02,426 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.852, mIoU: 0.427
2023-07-25 00:56:02,439 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:02,455 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:02,471 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:02,487 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:02,495 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:02,508 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,522 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,536 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:02,549 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,565 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,581 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,597 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:02,610 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,624 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,640 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,651 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,668 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,682 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,698 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,714 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,730 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,746 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,758 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,772 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,788 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,804 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,820 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,836 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,850 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,860 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,872 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,886 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:02,898 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,914 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,927 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,943 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:02,960 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:02,976 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:02,991 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:03,007 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:03,024 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,040 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,057 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,073 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,089 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,105 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,122 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,135 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,149 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,165 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:03,179 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,196 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,209 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:03,225 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,241 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,259 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,276 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,290 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,306 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,322 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,337 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,353 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,367 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,381 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,396 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,412 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.853, mIoU: 0.434
2023-07-25 00:56:03,428 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,444 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,460 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,476 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.853, mIoU: 0.433
2023-07-25 00:56:03,492 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,508 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,521 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,537 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,548 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,563 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,579 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.853, mIoU: 0.432
2023-07-25 00:56:03,592 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:03,608 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:03,624 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:03,641 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,658 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,675 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,691 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-25 00:56:03,708 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.851, mIoU: 0.428
2023-07-25 00:56:03,721 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,738 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,751 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,768 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,784 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.852, mIoU: 0.428
2023-07-25 00:56:03,798 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,813 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,827 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.852, mIoU: 0.429
2023-07-25 00:56:03,843 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,859 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,876 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,891 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,907 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,921 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,934 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,950 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:03,964 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:03,978 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:03,995 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:04,010 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.852, mIoU: 0.430
2023-07-25 00:56:04,026 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:04,040 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:04,054 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:04,070 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:04,086 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:04,103 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:04,117 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:04,131 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.851, mIoU: 0.429
2023-07-25 00:56:04,146 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:04,163 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:04,179 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:04,195 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:04,212 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.852, mIoU: 0.431
2023-07-25 00:56:04,228 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:04,243 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:04,259 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:04,276 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.852, mIoU: 0.432
2023-07-25 00:56:04,292 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:04,307 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:04,324 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,338 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,354 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,370 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,387 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.852, mIoU: 0.433
2023-07-25 00:56:04,400 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.852, mIoU: 0.433
2023-07-25 00:56:04,416 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,432 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,449 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,463 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,478 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,494 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,509 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:04,525 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:04,541 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:04,557 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,571 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,587 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,605 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:04,619 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,635 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:04,649 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:04,659 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,675 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:04,691 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:04,705 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,722 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,738 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,752 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:04,767 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:04,783 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:04,799 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,815 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,832 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,847 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,865 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,880 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,894 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,909 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,924 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,940 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,952 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,966 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,982 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:04,998 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,015 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,031 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,045 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:05,062 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,077 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:05,091 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:05,108 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.850, mIoU: 0.429
2023-07-25 00:56:05,125 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,141 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,157 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,172 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:05,188 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:05,203 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:05,219 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,235 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,249 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,265 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,278 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,292 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,304 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,319 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,335 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,350 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,365 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-25 00:56:05,376 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:05,390 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,406 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,423 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,436 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,452 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,469 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,485 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,499 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,514 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,530 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,544 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,559 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,573 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,586 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,602 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,617 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,633 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,649 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,662 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.851, mIoU: 0.430
2023-07-25 00:56:05,678 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.850, mIoU: 0.431
2023-07-25 00:56:05,693 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,706 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,722 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.851, mIoU: 0.431
2023-07-25 00:56:05,738 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,753 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,769 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,782 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,796 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,811 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-25 00:56:05,827 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.851, mIoU: 0.432
2023-07-25 00:56:05,842 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,856 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,871 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,889 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-25 00:56:05,903 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,914 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,930 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-25 00:56:05,946 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-25 00:56:05,962 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-25 00:56:05,977 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:05,991 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.851, mIoU: 0.433
2023-07-25 00:56:06,006 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,021 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,035 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-25 00:56:06,050 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,066 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,082 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,098 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,115 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,130 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,144 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,160 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,174 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,188 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-25 00:56:06,205 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,221 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,235 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,250 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,263 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,279 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,295 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,311 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,324 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,340 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,358 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,373 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-25 00:56:06,385 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,401 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.849, mIoU: 0.435
2023-07-25 00:56:06,417 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,428 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,444 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,460 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,476 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,490 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,503 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.850, mIoU: 0.434
2023-07-25 00:56:06,518 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,533 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,548 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,561 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,577 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,591 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.849, mIoU: 0.434
2023-07-25 00:56:06,604 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,620 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,636 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,652 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:06,668 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,685 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,699 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,715 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,730 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,746 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,762 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,776 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,790 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,807 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,823 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,839 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,853 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:06,867 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:06,883 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:06,899 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:06,913 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:06,927 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:06,943 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:06,959 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:06,975 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:06,990 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,006 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,022 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:07,036 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,051 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,066 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,080 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,096 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,111 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,127 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,142 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.849, mIoU: 0.429
2023-07-25 00:56:07,157 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.848, mIoU: 0.428
2023-07-25 00:56:07,173 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:07,188 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:07,203 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:07,218 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.848, mIoU: 0.429
2023-07-25 00:56:07,234 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,251 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,266 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,283 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,299 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,313 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,326 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,342 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,358 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,372 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,388 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,404 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:07,420 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,435 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,451 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,467 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,483 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,496 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,510 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,524 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:07,538 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:07,551 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,567 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,582 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,595 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,609 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,624 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,636 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,651 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,666 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,683 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,699 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,715 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,729 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,745 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:07,760 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,774 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,791 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,807 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,824 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,838 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,854 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.848, mIoU: 0.431
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2023-07-25 00:56:07,886 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:07,901 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,915 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,931 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,946 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,962 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:07,977 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:07,990 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,005 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.848, mIoU: 0.432
2023-07-25 00:56:08,021 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.848, mIoU: 0.432
2023-07-25 00:56:08,036 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.848, mIoU: 0.432
2023-07-25 00:56:08,052 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.848, mIoU: 0.432
2023-07-25 00:56:08,068 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,083 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,100 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,111 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,126 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,140 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,154 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.848, mIoU: 0.431
2023-07-25 00:56:08,171 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,202 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,215 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,228 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,243 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,258 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,273 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,289 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,305 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.849, mIoU: 0.431
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2023-07-25 00:56:08,352 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,397 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,411 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,427 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,439 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,487 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,503 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,530 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,545 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,560 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,575 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,588 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,601 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,617 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,677 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,712 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,729 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,746 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.849, mIoU: 0.432
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2023-07-25 00:56:08,785 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,799 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:08,815 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,831 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:08,847 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:08,864 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:08,880 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:08,895 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.849, mIoU: 0.430
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2023-07-25 00:56:08,941 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.848, mIoU: 0.430
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2023-07-25 00:56:08,974 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:08,989 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,005 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,022 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,035 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,050 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,065 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,080 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,094 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,108 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,124 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,141 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,157 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,172 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,188 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,204 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,220 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.848, mIoU: 0.430
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2023-07-25 00:56:09,250 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,264 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,280 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,297 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,313 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,330 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,344 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,361 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,377 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.848, mIoU: 0.430
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2023-07-25 00:56:09,409 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.848, mIoU: 0.430
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2023-07-25 00:56:09,471 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,487 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.848, mIoU: 0.430
2023-07-25 00:56:09,501 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,517 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,533 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,549 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,565 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,581 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,596 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.849, mIoU: 0.431
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2023-07-25 00:56:09,621 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,635 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,650 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,666 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,681 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,697 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,709 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,719 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,736 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,752 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,767 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.849, mIoU: 0.430
2023-07-25 00:56:09,781 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,797 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,812 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,826 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,842 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,857 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,872 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,887 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:09,901 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:09,917 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:09,933 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:09,949 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:09,963 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-25 00:56:09,978 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-25 00:56:09,994 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.850, mIoU: 0.432
2023-07-25 00:56:10,010 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:10,027 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:10,041 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:10,056 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.849, mIoU: 0.432
2023-07-25 00:56:10,071 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.849, mIoU: 0.431
2023-07-25 00:56:10,089 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.849, mIoU: 0.433
2023-07-25 00:56:27,971 semantic_segmentation INFO: Iters: 28810/150000 || Lr: 0.016507 || Task Loss: 0.8175 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:10 || Estimated Time: 2 days, 11:32:01
2023-07-25 00:56:46,187 semantic_segmentation INFO: Iters: 28820/150000 || Lr: 0.016506 || Task Loss: 0.6841 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:28 || Estimated Time: 2 days, 11:31:45
2023-07-25 00:57:04,120 semantic_segmentation INFO: Iters: 28830/150000 || Lr: 0.016505 || Task Loss: 0.7038 || KD Loss: 0.1855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:46 || Estimated Time: 2 days, 11:31:29
2023-07-25 00:57:23,299 semantic_segmentation INFO: Iters: 28840/150000 || Lr: 0.016503 || Task Loss: 0.5874 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:05 || Estimated Time: 2 days, 11:31:17
2023-07-25 00:57:41,778 semantic_segmentation INFO: Iters: 28850/150000 || Lr: 0.016502 || Task Loss: 0.7229 || KD Loss: 0.3085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:24 || Estimated Time: 2 days, 11:31:03
2023-07-25 00:58:00,217 semantic_segmentation INFO: Iters: 28860/150000 || Lr: 0.016501 || Task Loss: 0.8134 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:42 || Estimated Time: 2 days, 11:30:48
2023-07-25 00:58:18,649 semantic_segmentation INFO: Iters: 28870/150000 || Lr: 0.016500 || Task Loss: 1.0217 || KD Loss: 0.3801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:00 || Estimated Time: 2 days, 11:30:34
2023-07-25 00:58:36,740 semantic_segmentation INFO: Iters: 28880/150000 || Lr: 0.016499 || Task Loss: 0.6444 || KD Loss: 0.2101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:19 || Estimated Time: 2 days, 11:30:18
2023-07-25 00:58:55,255 semantic_segmentation INFO: Iters: 28890/150000 || Lr: 0.016497 || Task Loss: 1.0301 || KD Loss: 0.4636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:37 || Estimated Time: 2 days, 11:30:03
2023-07-25 00:59:13,649 semantic_segmentation INFO: Iters: 28900/150000 || Lr: 0.016496 || Task Loss: 0.5522 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:55 || Estimated Time: 2 days, 11:29:49
2023-07-25 00:59:31,774 semantic_segmentation INFO: Iters: 28910/150000 || Lr: 0.016495 || Task Loss: 0.7094 || KD Loss: 0.3145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:14 || Estimated Time: 2 days, 11:29:33
2023-07-25 00:59:50,204 semantic_segmentation INFO: Iters: 28920/150000 || Lr: 0.016494 || Task Loss: 0.8763 || KD Loss: 0.4071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:32 || Estimated Time: 2 days, 11:29:18
2023-07-25 01:00:08,416 semantic_segmentation INFO: Iters: 28930/150000 || Lr: 0.016492 || Task Loss: 0.6069 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:50 || Estimated Time: 2 days, 11:29:03
2023-07-25 01:00:26,678 semantic_segmentation INFO: Iters: 28940/150000 || Lr: 0.016491 || Task Loss: 0.7388 || KD Loss: 0.2550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:08 || Estimated Time: 2 days, 11:28:48
2023-07-25 01:00:45,240 semantic_segmentation INFO: Iters: 28950/150000 || Lr: 0.016490 || Task Loss: 0.5869 || KD Loss: 0.2083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:27 || Estimated Time: 2 days, 11:28:33
2023-07-25 01:01:03,717 semantic_segmentation INFO: Iters: 28960/150000 || Lr: 0.016489 || Task Loss: 0.6624 || KD Loss: 0.2460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:45 || Estimated Time: 2 days, 11:28:19
2023-07-25 01:01:22,149 semantic_segmentation INFO: Iters: 28970/150000 || Lr: 0.016488 || Task Loss: 0.9161 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:04 || Estimated Time: 2 days, 11:28:04
2023-07-25 01:01:40,827 semantic_segmentation INFO: Iters: 28980/150000 || Lr: 0.016486 || Task Loss: 0.8832 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:23 || Estimated Time: 2 days, 11:27:51
2023-07-25 01:01:59,272 semantic_segmentation INFO: Iters: 28990/150000 || Lr: 0.016485 || Task Loss: 0.6742 || KD Loss: 0.2347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:41 || Estimated Time: 2 days, 11:27:36
2023-07-25 01:02:17,829 semantic_segmentation INFO: Iters: 29000/150000 || Lr: 0.016484 || Task Loss: 1.1163 || KD Loss: 0.5457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:00 || Estimated Time: 2 days, 11:27:22
2023-07-25 01:02:36,195 semantic_segmentation INFO: Iters: 29010/150000 || Lr: 0.016483 || Task Loss: 1.1000 || KD Loss: 0.4213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:18 || Estimated Time: 2 days, 11:27:07
2023-07-25 01:02:54,812 semantic_segmentation INFO: Iters: 29020/150000 || Lr: 0.016481 || Task Loss: 0.7279 || KD Loss: 0.2358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:37 || Estimated Time: 2 days, 11:26:54
2023-07-25 01:03:13,309 semantic_segmentation INFO: Iters: 29030/150000 || Lr: 0.016480 || Task Loss: 1.0580 || KD Loss: 0.4499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:55 || Estimated Time: 2 days, 11:26:39
2023-07-25 01:03:31,779 semantic_segmentation INFO: Iters: 29040/150000 || Lr: 0.016479 || Task Loss: 1.0527 || KD Loss: 0.4240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:14 || Estimated Time: 2 days, 11:26:25
2023-07-25 01:03:49,912 semantic_segmentation INFO: Iters: 29050/150000 || Lr: 0.016478 || Task Loss: 0.6682 || KD Loss: 0.1805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:32 || Estimated Time: 2 days, 11:26:09
2023-07-25 01:04:08,450 semantic_segmentation INFO: Iters: 29060/150000 || Lr: 0.016476 || Task Loss: 0.7180 || KD Loss: 0.2966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:50 || Estimated Time: 2 days, 11:25:55
2023-07-25 01:04:26,706 semantic_segmentation INFO: Iters: 29070/150000 || Lr: 0.016475 || Task Loss: 0.5445 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:08 || Estimated Time: 2 days, 11:25:40
2023-07-25 01:04:45,163 semantic_segmentation INFO: Iters: 29080/150000 || Lr: 0.016474 || Task Loss: 0.5881 || KD Loss: 0.2140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:27 || Estimated Time: 2 days, 11:25:25
2023-07-25 01:05:03,754 semantic_segmentation INFO: Iters: 29090/150000 || Lr: 0.016473 || Task Loss: 0.8344 || KD Loss: 0.3311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:46 || Estimated Time: 2 days, 11:25:11
2023-07-25 01:05:22,410 semantic_segmentation INFO: Iters: 29100/150000 || Lr: 0.016472 || Task Loss: 1.1566 || KD Loss: 0.5096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:04 || Estimated Time: 2 days, 11:24:58
2023-07-25 01:05:41,082 semantic_segmentation INFO: Iters: 29110/150000 || Lr: 0.016470 || Task Loss: 0.9039 || KD Loss: 0.3140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:23 || Estimated Time: 2 days, 11:24:44
2023-07-25 01:05:59,722 semantic_segmentation INFO: Iters: 29120/150000 || Lr: 0.016469 || Task Loss: 1.1225 || KD Loss: 0.4991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:42 || Estimated Time: 2 days, 11:24:30
2023-07-25 01:06:17,870 semantic_segmentation INFO: Iters: 29130/150000 || Lr: 0.016468 || Task Loss: 0.7400 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:00 || Estimated Time: 2 days, 11:24:14
2023-07-25 01:06:36,260 semantic_segmentation INFO: Iters: 29140/150000 || Lr: 0.016467 || Task Loss: 0.8131 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:18 || Estimated Time: 2 days, 11:23:59
2023-07-25 01:06:54,858 semantic_segmentation INFO: Iters: 29150/150000 || Lr: 0.016465 || Task Loss: 0.8586 || KD Loss: 0.3206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:37 || Estimated Time: 2 days, 11:23:45
2023-07-25 01:07:12,860 semantic_segmentation INFO: Iters: 29160/150000 || Lr: 0.016464 || Task Loss: 0.7358 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:55 || Estimated Time: 2 days, 11:23:29
2023-07-25 01:07:31,560 semantic_segmentation INFO: Iters: 29170/150000 || Lr: 0.016463 || Task Loss: 0.8093 || KD Loss: 0.3174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:20:13 || Estimated Time: 2 days, 11:23:15
2023-07-25 01:07:49,971 semantic_segmentation INFO: Iters: 29180/150000 || Lr: 0.016462 || Task Loss: 0.9528 || KD Loss: 0.2864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:20:32 || Estimated Time: 2 days, 11:23:01
2023-07-25 01:08:08,782 semantic_segmentation INFO: Iters: 29190/150000 || Lr: 0.016461 || Task Loss: 0.7678 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:20:51 || Estimated Time: 2 days, 11:22:48
2023-07-25 01:08:26,937 semantic_segmentation INFO: Iters: 29200/150000 || Lr: 0.016459 || Task Loss: 0.8036 || KD Loss: 0.2994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:09 || Estimated Time: 2 days, 11:22:32
2023-07-25 01:08:45,345 semantic_segmentation INFO: Iters: 29210/150000 || Lr: 0.016458 || Task Loss: 0.8066 || KD Loss: 0.3033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:27 || Estimated Time: 2 days, 11:22:17
2023-07-25 01:09:03,752 semantic_segmentation INFO: Iters: 29220/150000 || Lr: 0.016457 || Task Loss: 0.9721 || KD Loss: 0.3500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:46 || Estimated Time: 2 days, 11:22:02
2023-07-25 01:09:22,169 semantic_segmentation INFO: Iters: 29230/150000 || Lr: 0.016456 || Task Loss: 0.7217 || KD Loss: 0.2511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:04 || Estimated Time: 2 days, 11:21:48
2023-07-25 01:09:40,586 semantic_segmentation INFO: Iters: 29240/150000 || Lr: 0.016454 || Task Loss: 0.8839 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:22 || Estimated Time: 2 days, 11:21:33
2023-07-25 01:09:58,860 semantic_segmentation INFO: Iters: 29250/150000 || Lr: 0.016453 || Task Loss: 0.7020 || KD Loss: 0.2123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:41 || Estimated Time: 2 days, 11:21:18
2023-07-25 01:10:17,519 semantic_segmentation INFO: Iters: 29260/150000 || Lr: 0.016452 || Task Loss: 0.8561 || KD Loss: 0.3584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:59 || Estimated Time: 2 days, 11:21:04
2023-07-25 01:10:35,687 semantic_segmentation INFO: Iters: 29270/150000 || Lr: 0.016451 || Task Loss: 0.7306 || KD Loss: 0.2099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:17 || Estimated Time: 2 days, 11:20:48
2023-07-25 01:10:54,408 semantic_segmentation INFO: Iters: 29280/150000 || Lr: 0.016449 || Task Loss: 0.7580 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:36 || Estimated Time: 2 days, 11:20:35
2023-07-25 01:11:13,007 semantic_segmentation INFO: Iters: 29290/150000 || Lr: 0.016448 || Task Loss: 0.6876 || KD Loss: 0.2560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:55 || Estimated Time: 2 days, 11:20:21
2023-07-25 01:11:31,667 semantic_segmentation INFO: Iters: 29300/150000 || Lr: 0.016447 || Task Loss: 0.8426 || KD Loss: 0.3250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:13 || Estimated Time: 2 days, 11:20:07
2023-07-25 01:11:49,660 semantic_segmentation INFO: Iters: 29310/150000 || Lr: 0.016446 || Task Loss: 0.6287 || KD Loss: 0.2546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:31 || Estimated Time: 2 days, 11:19:50
2023-07-25 01:12:07,955 semantic_segmentation INFO: Iters: 29320/150000 || Lr: 0.016445 || Task Loss: 0.5199 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:50 || Estimated Time: 2 days, 11:19:35
2023-07-25 01:12:26,630 semantic_segmentation INFO: Iters: 29330/150000 || Lr: 0.016443 || Task Loss: 1.3037 || KD Loss: 0.5134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:08 || Estimated Time: 2 days, 11:19:22
2023-07-25 01:12:45,195 semantic_segmentation INFO: Iters: 29340/150000 || Lr: 0.016442 || Task Loss: 0.9331 || KD Loss: 0.3515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:27 || Estimated Time: 2 days, 11:19:08
2023-07-25 01:13:04,165 semantic_segmentation INFO: Iters: 29350/150000 || Lr: 0.016441 || Task Loss: 0.6959 || KD Loss: 0.2125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:46 || Estimated Time: 2 days, 11:18:55
2023-07-25 01:13:22,838 semantic_segmentation INFO: Iters: 29360/150000 || Lr: 0.016440 || Task Loss: 0.7615 || KD Loss: 0.3020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:05 || Estimated Time: 2 days, 11:18:41
2023-07-25 01:13:41,181 semantic_segmentation INFO: Iters: 29370/150000 || Lr: 0.016438 || Task Loss: 0.9019 || KD Loss: 0.2942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:23 || Estimated Time: 2 days, 11:18:26
2023-07-25 01:13:59,576 semantic_segmentation INFO: Iters: 29380/150000 || Lr: 0.016437 || Task Loss: 0.5237 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:41 || Estimated Time: 2 days, 11:18:11
2023-07-25 01:14:17,856 semantic_segmentation INFO: Iters: 29390/150000 || Lr: 0.016436 || Task Loss: 1.0353 || KD Loss: 0.3695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:00 || Estimated Time: 2 days, 11:17:56
2023-07-25 01:14:36,338 semantic_segmentation INFO: Iters: 29400/150000 || Lr: 0.016435 || Task Loss: 0.6782 || KD Loss: 0.1743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:18 || Estimated Time: 2 days, 11:17:41
2023-07-25 01:14:55,095 semantic_segmentation INFO: Iters: 29410/150000 || Lr: 0.016434 || Task Loss: 0.9091 || KD Loss: 0.4284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:37 || Estimated Time: 2 days, 11:17:28
2023-07-25 01:15:13,220 semantic_segmentation INFO: Iters: 29420/150000 || Lr: 0.016432 || Task Loss: 0.7337 || KD Loss: 0.2857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:55 || Estimated Time: 2 days, 11:17:13
2023-07-25 01:15:31,958 semantic_segmentation INFO: Iters: 29430/150000 || Lr: 0.016431 || Task Loss: 1.0857 || KD Loss: 0.5701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:14 || Estimated Time: 2 days, 11:16:59
2023-07-25 01:15:50,060 semantic_segmentation INFO: Iters: 29440/150000 || Lr: 0.016430 || Task Loss: 1.0399 || KD Loss: 0.4573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:32 || Estimated Time: 2 days, 11:16:43
2023-07-25 01:16:08,921 semantic_segmentation INFO: Iters: 29450/150000 || Lr: 0.016429 || Task Loss: 1.1066 || KD Loss: 0.3286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:51 || Estimated Time: 2 days, 11:16:30
2023-07-25 01:16:27,536 semantic_segmentation INFO: Iters: 29460/150000 || Lr: 0.016427 || Task Loss: 0.9765 || KD Loss: 0.3756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:09 || Estimated Time: 2 days, 11:16:16
2023-07-25 01:16:45,976 semantic_segmentation INFO: Iters: 29470/150000 || Lr: 0.016426 || Task Loss: 0.7038 || KD Loss: 0.2902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:28 || Estimated Time: 2 days, 11:16:01
2023-07-25 01:17:04,538 semantic_segmentation INFO: Iters: 29480/150000 || Lr: 0.016425 || Task Loss: 1.0284 || KD Loss: 0.3716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:46 || Estimated Time: 2 days, 11:15:47
2023-07-25 01:17:22,986 semantic_segmentation INFO: Iters: 29490/150000 || Lr: 0.016424 || Task Loss: 0.8584 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:05 || Estimated Time: 2 days, 11:15:32
2023-07-25 01:17:41,141 semantic_segmentation INFO: Iters: 29500/150000 || Lr: 0.016423 || Task Loss: 0.6982 || KD Loss: 0.2658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:23 || Estimated Time: 2 days, 11:15:16
2023-07-25 01:17:59,544 semantic_segmentation INFO: Iters: 29510/150000 || Lr: 0.016421 || Task Loss: 0.8834 || KD Loss: 0.3429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:41 || Estimated Time: 2 days, 11:15:02
2023-07-25 01:18:17,978 semantic_segmentation INFO: Iters: 29520/150000 || Lr: 0.016420 || Task Loss: 0.9276 || KD Loss: 0.4182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:00 || Estimated Time: 2 days, 11:14:47
2023-07-25 01:18:36,409 semantic_segmentation INFO: Iters: 29530/150000 || Lr: 0.016419 || Task Loss: 0.9889 || KD Loss: 0.3150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:18 || Estimated Time: 2 days, 11:14:32
2023-07-25 01:18:54,727 semantic_segmentation INFO: Iters: 29540/150000 || Lr: 0.016418 || Task Loss: 0.7657 || KD Loss: 0.3072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:37 || Estimated Time: 2 days, 11:14:17
2023-07-25 01:19:12,942 semantic_segmentation INFO: Iters: 29550/150000 || Lr: 0.016416 || Task Loss: 0.7494 || KD Loss: 0.2562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:55 || Estimated Time: 2 days, 11:14:01
2023-07-25 01:19:31,832 semantic_segmentation INFO: Iters: 29560/150000 || Lr: 0.016415 || Task Loss: 1.0351 || KD Loss: 0.4114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:14 || Estimated Time: 2 days, 11:13:49
2023-07-25 01:19:50,160 semantic_segmentation INFO: Iters: 29570/150000 || Lr: 0.016414 || Task Loss: 0.6437 || KD Loss: 0.2503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:32 || Estimated Time: 2 days, 11:13:33
2023-07-25 01:20:08,579 semantic_segmentation INFO: Iters: 29580/150000 || Lr: 0.016413 || Task Loss: 0.7529 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:50 || Estimated Time: 2 days, 11:13:19
2023-07-25 01:20:27,019 semantic_segmentation INFO: Iters: 29590/150000 || Lr: 0.016411 || Task Loss: 0.5671 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:09 || Estimated Time: 2 days, 11:13:04
2023-07-25 01:20:45,451 semantic_segmentation INFO: Iters: 29600/150000 || Lr: 0.016410 || Task Loss: 0.6421 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:27 || Estimated Time: 2 days, 11:12:49
2023-07-25 01:20:45,576 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 01:20:45,969 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.087
2023-07-25 01:20:45,982 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.873, mIoU: 0.116
2023-07-25 01:20:45,996 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.893, mIoU: 0.118
2023-07-25 01:20:46,011 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.899, mIoU: 0.121
2023-07-25 01:20:46,026 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.894, mIoU: 0.189
2023-07-25 01:20:46,040 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.907, mIoU: 0.235
2023-07-25 01:20:46,056 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.909, mIoU: 0.270
2023-07-25 01:20:46,071 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.918, mIoU: 0.277
2023-07-25 01:20:46,085 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.907, mIoU: 0.272
2023-07-25 01:20:46,101 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.900, mIoU: 0.270
2023-07-25 01:20:46,117 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.896, mIoU: 0.300
2023-07-25 01:20:46,133 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.899, mIoU: 0.301
2023-07-25 01:20:46,147 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.863, mIoU: 0.294
2023-07-25 01:20:46,163 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.856, mIoU: 0.274
2023-07-25 01:20:46,179 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.861, mIoU: 0.279
2023-07-25 01:20:46,193 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.275
2023-07-25 01:20:46,205 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.856, mIoU: 0.268
2023-07-25 01:20:46,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.851, mIoU: 0.263
2023-07-25 01:20:46,234 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.851, mIoU: 0.252
2023-07-25 01:20:46,252 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.856, mIoU: 0.296
2023-07-25 01:20:46,268 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.860, mIoU: 0.293
2023-07-25 01:20:46,285 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.862, mIoU: 0.290
2023-07-25 01:20:46,302 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.859, mIoU: 0.322
2023-07-25 01:20:46,320 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.857, mIoU: 0.321
2023-07-25 01:20:46,337 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.855, mIoU: 0.326
2023-07-25 01:20:46,353 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.855, mIoU: 0.329
2023-07-25 01:20:46,370 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.856, mIoU: 0.324
2023-07-25 01:20:46,382 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.860, mIoU: 0.325
2023-07-25 01:20:46,399 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.857, mIoU: 0.315
2023-07-25 01:20:46,416 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.862, mIoU: 0.316
2023-07-25 01:20:46,432 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.865, mIoU: 0.316
2023-07-25 01:20:46,449 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.869, mIoU: 0.318
2023-07-25 01:20:46,466 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.869, mIoU: 0.315
2023-07-25 01:20:46,482 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.870, mIoU: 0.314
2023-07-25 01:20:46,498 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.868, mIoU: 0.339
2023-07-25 01:20:46,515 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.871, mIoU: 0.340
2023-07-25 01:20:46,529 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.874, mIoU: 0.341
2023-07-25 01:20:46,542 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.876, mIoU: 0.355
2023-07-25 01:20:46,560 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.873, mIoU: 0.354
2023-07-25 01:20:46,574 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.873, mIoU: 0.351
2023-07-25 01:20:46,588 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.869, mIoU: 0.371
2023-07-25 01:20:46,603 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.873, mIoU: 0.371
2023-07-25 01:20:46,618 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.870, mIoU: 0.371
2023-07-25 01:20:46,632 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.871, mIoU: 0.371
2023-07-25 01:20:46,648 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.870, mIoU: 0.373
2023-07-25 01:20:46,664 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.871, mIoU: 0.374
2023-07-25 01:20:46,678 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.872, mIoU: 0.378
2023-07-25 01:20:46,691 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.874, mIoU: 0.380
2023-07-25 01:20:46,707 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.875, mIoU: 0.382
2023-07-25 01:20:46,725 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.875, mIoU: 0.380
2023-07-25 01:20:46,742 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.873, mIoU: 0.378
2023-07-25 01:20:46,758 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.876, mIoU: 0.378
2023-07-25 01:20:46,772 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.877, mIoU: 0.376
2023-07-25 01:20:46,789 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.876, mIoU: 0.374
2023-07-25 01:20:46,805 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-25 01:20:46,820 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.875, mIoU: 0.376
2023-07-25 01:20:46,836 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.876, mIoU: 0.375
2023-07-25 01:20:46,854 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.878, mIoU: 0.372
2023-07-25 01:20:46,868 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.879, mIoU: 0.372
2023-07-25 01:20:46,884 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.869, mIoU: 0.393
2023-07-25 01:20:46,899 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.870, mIoU: 0.393
2023-07-25 01:20:46,916 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.871, mIoU: 0.390
2023-07-25 01:20:46,930 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.873, mIoU: 0.390
2023-07-25 01:20:46,950 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.875, mIoU: 0.403
2023-07-25 01:20:46,964 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.876, mIoU: 0.416
2023-07-25 01:20:46,982 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.877, mIoU: 0.416
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2023-07-25 01:20:47,013 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.877, mIoU: 0.428
2023-07-25 01:20:47,029 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.879, mIoU: 0.429
2023-07-25 01:20:47,046 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.876, mIoU: 0.427
2023-07-25 01:20:47,063 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.877, mIoU: 0.450
2023-07-25 01:20:47,077 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.878, mIoU: 0.450
2023-07-25 01:20:47,094 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.876, mIoU: 0.439
2023-07-25 01:20:47,110 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.878, mIoU: 0.439
2023-07-25 01:20:47,127 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.879, mIoU: 0.453
2023-07-25 01:20:47,143 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.452
2023-07-25 01:20:47,160 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.875, mIoU: 0.448
2023-07-25 01:20:47,169 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.874, mIoU: 0.447
2023-07-25 01:20:47,186 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.874, mIoU: 0.450
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2023-07-25 01:20:47,218 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.869, mIoU: 0.444
2023-07-25 01:20:47,234 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.867, mIoU: 0.441
2023-07-25 01:20:47,250 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.866, mIoU: 0.438
2023-07-25 01:20:47,266 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.862, mIoU: 0.422
2023-07-25 01:20:47,283 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.860, mIoU: 0.416
2023-07-25 01:20:47,299 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.860, mIoU: 0.415
2023-07-25 01:20:47,315 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.861, mIoU: 0.415
2023-07-25 01:20:47,331 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.856, mIoU: 0.409
2023-07-25 01:20:47,347 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.854, mIoU: 0.407
2023-07-25 01:20:47,361 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.855, mIoU: 0.407
2023-07-25 01:20:47,377 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.856, mIoU: 0.411
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2023-07-25 01:20:47,410 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.851, mIoU: 0.406
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2023-07-25 01:20:47,516 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.857, mIoU: 0.433
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2023-07-25 01:20:47,623 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.858, mIoU: 0.431
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2023-07-25 01:20:47,667 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.859, mIoU: 0.431
2023-07-25 01:20:47,681 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:47,696 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 01:20:47,712 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.862, mIoU: 0.436
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2023-07-25 01:20:47,746 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.863, mIoU: 0.441
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2023-07-25 01:20:47,775 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.861, mIoU: 0.433
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2023-07-25 01:20:47,806 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.861, mIoU: 0.429
2023-07-25 01:20:47,822 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.861, mIoU: 0.429
2023-07-25 01:20:47,839 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.862, mIoU: 0.428
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2023-07-25 01:20:47,868 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.863, mIoU: 0.427
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2023-07-25 01:20:47,939 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.859, mIoU: 0.417
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2023-07-25 01:20:47,962 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.859, mIoU: 0.423
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2023-07-25 01:20:48,144 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.861, mIoU: 0.426
2023-07-25 01:20:48,161 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.861, mIoU: 0.425
2023-07-25 01:20:48,178 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.861, mIoU: 0.426
2023-07-25 01:20:48,195 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.862, mIoU: 0.427
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2023-07-25 01:20:48,254 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 01:20:48,271 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.861, mIoU: 0.450
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2023-07-25 01:20:48,559 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.857, mIoU: 0.426
2023-07-25 01:20:48,576 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.857, mIoU: 0.423
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2023-07-25 01:20:52,820 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:52,836 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:52,850 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:52,864 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:52,882 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:52,899 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:52,915 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:52,931 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:52,945 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:52,961 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:52,974 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:52,985 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:53,000 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,015 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,031 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,047 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,063 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 01:20:53,079 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,095 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 01:20:53,105 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,115 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:20:53,130 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:20:53,143 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:53,160 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:53,173 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 01:20:53,189 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:53,207 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:20:53,223 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 01:20:53,239 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 01:20:53,255 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 01:20:53,270 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 01:20:53,286 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:53,302 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:20:53,317 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:20:53,333 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:20:53,345 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:20:53,361 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:20:53,376 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:20:53,392 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 01:20:53,407 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 01:20:53,423 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 01:20:53,433 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-25 01:20:53,447 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-25 01:20:53,463 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-25 01:20:53,480 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-25 01:20:53,493 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 01:20:53,508 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 01:20:53,522 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 01:20:53,538 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 01:20:53,555 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:20:53,571 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:20:53,580 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:20:53,597 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:20:53,613 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,627 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,643 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 01:20:53,659 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 01:20:53,673 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 01:20:53,689 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 01:20:53,703 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 01:20:53,720 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:20:53,736 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,753 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-25 01:20:53,769 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,783 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,796 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 01:20:53,812 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:20:53,828 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 01:20:53,842 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:20:53,858 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:20:53,875 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 01:20:53,892 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 01:20:53,908 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 01:20:53,922 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:20:53,938 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 01:20:53,954 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 01:20:53,970 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:20:53,986 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 01:20:54,003 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:20:54,017 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:20:54,033 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:20:54,049 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 01:20:54,063 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,079 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:20:54,091 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:54,107 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:54,121 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:20:54,133 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:20:54,146 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:20:54,162 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,178 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,193 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,209 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,218 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,233 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-25 01:20:54,249 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,265 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,282 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,298 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,312 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,326 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:20:54,343 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,359 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,375 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:20:54,389 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:54,403 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,419 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:54,435 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,451 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,465 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,481 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:20:54,497 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:20:54,514 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:20:54,527 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:20:54,544 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,559 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,573 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,588 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,604 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,619 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,634 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,648 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:20:54,664 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,679 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,697 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:20:54,708 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,724 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:20:54,740 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,754 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,770 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:54,784 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:54,800 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,816 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,832 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,846 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,859 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:54,873 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,889 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,905 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:20:54,922 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:20:54,938 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:20:54,954 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:20:54,968 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:20:54,984 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:20:55,001 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:20:55,014 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:20:55,030 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:20:55,046 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:20:55,062 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.865, mIoU: 0.458
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2023-07-25 01:20:55,093 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:20:55,106 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:20:55,121 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:20:55,137 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.865, mIoU: 0.457
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2023-07-25 01:20:55,168 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:20:55,184 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:20:55,196 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.866, mIoU: 0.456
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2023-07-25 01:20:55,227 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 01:20:55,243 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.866, mIoU: 0.456
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2023-07-25 01:20:55,336 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:20:55,353 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:20:55,368 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:20:55,384 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:55,400 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.866, mIoU: 0.459
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2023-07-25 01:20:55,430 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.865, mIoU: 0.457
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2023-07-25 01:20:55,492 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:20:55,506 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.864, mIoU: 0.455
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2023-07-25 01:20:55,646 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:20:55,662 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:20:55,681 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:55,696 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:20:55,712 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-25 01:20:55,737 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.863, mIoU: 0.457
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2023-07-25 01:20:55,768 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.863, mIoU: 0.456
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2023-07-25 01:20:55,798 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 01:20:55,812 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.864, mIoU: 0.456
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2023-07-25 01:20:55,846 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:20:55,862 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:20:55,879 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:55,894 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:55,909 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:55,923 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:55,938 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:55,954 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:55,970 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:55,986 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:56,002 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:20:56,018 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:20:56,032 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:56,047 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:20:56,063 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:56,076 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:20:56,090 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,104 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,121 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,138 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,152 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,168 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,185 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,202 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,216 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:20:56,230 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,238 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,255 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,272 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,288 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,305 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,321 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,336 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,353 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,368 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,381 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,396 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,411 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,426 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:20:56,441 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,454 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,467 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:20:56,480 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,494 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,508 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,522 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,536 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,552 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-25 01:20:56,569 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-25 01:20:56,582 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-25 01:20:56,597 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,611 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,623 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,639 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,655 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,671 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 01:20:56,687 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,703 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,719 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,732 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,749 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,764 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,782 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,799 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,815 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 01:20:56,831 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 01:20:56,844 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,858 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,871 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-25 01:20:56,887 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-25 01:20:56,904 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,917 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,931 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:56,948 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 01:20:56,963 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,980 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:56,996 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,013 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,027 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,043 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,057 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,073 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,089 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,104 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,121 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,135 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,152 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,169 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,182 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:20:57,197 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,213 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:57,230 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 01:20:57,246 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:57,262 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:57,275 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:57,289 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:57,304 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:57,318 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:57,335 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:57,353 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,368 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:20:57,384 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,399 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,415 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,432 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,446 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,460 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,476 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,493 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,507 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,523 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,540 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,554 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,568 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,584 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,600 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,618 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,632 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,647 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,660 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,677 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,690 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,704 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,719 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:20:57,735 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,748 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,765 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,782 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:20:57,799 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:20:57,816 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:20:57,830 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:20:57,843 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,859 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:20:57,874 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,888 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:20:57,902 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:20:57,919 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,933 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,948 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,963 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,980 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:57,996 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:58,014 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:58,030 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:20:58,045 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:20:58,061 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:20:58,077 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:20:58,093 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:20:58,109 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:20:58,122 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:20:58,136 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:20:58,148 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,165 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,182 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,198 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,213 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,225 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,240 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,256 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,273 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:20:58,287 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,303 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,318 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,335 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,349 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,365 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,378 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,394 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,410 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,424 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,440 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,456 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,471 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,487 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,503 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,518 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,534 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,548 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,565 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:58,581 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,595 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,609 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,623 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,641 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,656 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,674 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,690 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,703 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,718 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,735 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,752 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,766 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,783 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,798 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,812 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,826 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,843 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:20:58,858 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:58,872 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,884 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:58,901 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,916 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,932 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,945 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,961 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:20:58,976 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:58,992 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 01:20:59,009 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:59,023 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:59,039 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:59,053 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:59,069 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,085 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,099 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 01:20:59,116 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:20:59,130 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,147 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:20:59,163 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:20:59,179 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,195 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,210 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,225 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:59,240 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,257 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:59,272 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:59,288 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,304 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:59,314 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,329 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:20:59,343 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,359 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,375 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,391 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,405 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,421 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,437 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,453 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,470 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,486 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,500 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,517 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 01:20:59,533 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 01:20:59,549 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 01:20:59,563 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 01:20:59,579 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 01:20:59,595 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,612 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,626 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,642 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,658 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,673 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,688 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:20:59,704 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,717 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,732 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,746 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,761 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,778 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,794 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,809 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,826 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,842 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,856 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 01:20:59,870 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:20:59,885 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,900 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,914 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,930 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:20:59,946 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,962 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:20:59,978 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:20:59,992 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:21:00,006 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 01:21:00,024 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,039 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,054 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,070 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,084 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,100 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,115 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,132 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,148 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,163 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,173 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,190 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,206 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,220 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,235 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,251 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,266 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,280 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,296 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,311 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,328 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,343 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,359 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:21:00,377 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,393 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,407 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,423 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,439 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,455 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 01:21:00,469 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 01:21:00,485 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,502 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,518 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,525 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,539 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 01:21:00,553 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 01:21:00,567 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:21:00,579 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 01:21:00,596 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 01:21:00,612 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 01:21:00,627 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 01:21:00,640 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:00,654 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:00,669 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:00,681 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:00,697 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:00,711 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:00,726 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:00,742 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:00,758 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:00,773 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,785 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,799 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,814 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:00,831 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,848 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,864 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,879 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,890 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,902 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:00,917 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:00,929 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,946 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:00,960 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:00,976 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:00,993 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,009 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,024 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,040 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,056 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,072 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,088 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,103 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,118 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,134 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,150 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,163 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,177 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,192 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,205 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,222 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,236 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,252 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,268 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,288 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,304 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,319 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,335 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,352 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,368 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,384 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,398 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,412 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,428 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 01:21:01,444 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,460 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 01:21:01,476 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,492 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,508 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,524 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,539 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,553 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,569 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 01:21:01,579 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 01:21:01,593 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 01:21:01,609 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 01:21:01,621 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,636 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:01,652 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:01,668 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,684 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,701 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,717 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:01,733 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:01,747 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,763 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,777 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,793 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,809 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,823 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,839 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,853 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,869 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,885 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,901 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:01,916 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:01,932 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:01,946 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 01:21:01,959 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,975 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:01,988 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,002 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 01:21:02,018 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,033 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,049 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:02,063 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 01:21:02,077 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,094 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,112 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 01:21:02,129 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,143 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,157 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,173 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,189 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,206 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,222 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,238 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,254 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,269 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,284 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 01:21:02,300 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,316 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 01:21:02,330 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,346 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,359 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,374 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,390 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,405 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 01:21:02,418 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,433 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,448 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,465 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,479 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 01:21:02,495 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,511 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,527 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,543 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,559 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,575 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,589 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,605 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,622 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,636 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,652 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,665 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,675 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,691 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,707 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,720 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,737 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,753 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,766 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,780 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,796 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,811 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,827 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,845 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,860 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,878 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 01:21:02,893 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,907 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,923 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,939 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,955 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:02,968 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,982 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:02,998 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:03,014 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-25 01:21:03,059 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,075 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,090 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,104 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,120 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,136 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,152 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,168 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,182 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,198 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,213 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,229 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,244 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,258 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,274 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,288 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,302 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,315 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,331 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,347 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,363 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,380 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,391 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-25 01:21:03,422 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.868, mIoU: 0.475
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2023-07-25 01:21:03,502 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.868, mIoU: 0.476
2023-07-25 01:21:03,516 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.868, mIoU: 0.476
2023-07-25 01:21:03,531 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.868, mIoU: 0.475
2023-07-25 01:21:03,547 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.868, mIoU: 0.475
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2023-07-25 01:21:03,576 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-25 01:21:03,603 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,619 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:03,635 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,650 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,666 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,680 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.867, mIoU: 0.476
2023-07-25 01:21:03,695 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,711 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:03,724 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.867, mIoU: 0.473
2023-07-25 01:21:03,740 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.867, mIoU: 0.474
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2023-07-25 01:21:03,771 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.867, mIoU: 0.475
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2023-07-25 01:21:03,858 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.867, mIoU: 0.476
2023-07-25 01:21:03,872 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.867, mIoU: 0.475
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2023-07-25 01:21:03,997 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:04,011 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.867, mIoU: 0.474
2023-07-25 01:21:04,027 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 01:21:04,043 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.867, mIoU: 0.475
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2023-07-25 01:21:04,138 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.866, mIoU: 0.476
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2023-07-25 01:21:04,242 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.865, mIoU: 0.473
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2023-07-25 01:21:04,315 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.865, mIoU: 0.473
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2023-07-25 01:21:04,483 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.865, mIoU: 0.474
2023-07-25 01:21:04,498 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.865, mIoU: 0.473
2023-07-25 01:21:04,512 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.865, mIoU: 0.474
2023-07-25 01:21:04,525 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.865, mIoU: 0.473
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2023-07-25 01:21:04,555 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:04,571 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.865, mIoU: 0.472
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2023-07-25 01:21:04,614 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.865, mIoU: 0.472
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2023-07-25 01:21:04,642 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:04,658 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:04,673 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:04,688 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:04,705 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:04,719 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:04,736 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:04,751 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:04,767 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 01:21:04,783 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 01:21:04,797 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:04,811 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:04,828 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:04,843 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:04,859 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:04,873 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:04,887 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:04,903 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,918 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,933 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,947 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,963 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,979 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:04,996 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,012 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,028 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,045 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,059 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,075 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,091 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,105 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.865, mIoU: 0.469
2023-07-25 01:21:05,121 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,137 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,153 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,169 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.865, mIoU: 0.469
2023-07-25 01:21:05,184 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.864, mIoU: 0.466
2023-07-25 01:21:05,200 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.864, mIoU: 0.467
2023-07-25 01:21:05,215 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.864, mIoU: 0.467
2023-07-25 01:21:05,230 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.864, mIoU: 0.467
2023-07-25 01:21:05,245 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.864, mIoU: 0.467
2023-07-25 01:21:05,260 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,276 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.864, mIoU: 0.468
2023-07-25 01:21:05,291 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,307 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,323 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,337 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,352 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,368 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,385 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,399 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,416 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,433 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,449 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,466 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,483 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,499 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,516 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,530 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,543 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,557 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,571 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,585 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:05,601 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:05,616 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:05,630 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:05,643 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,658 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,670 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,684 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,700 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,716 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,731 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,747 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,760 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,776 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,791 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,805 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,820 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,837 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,853 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,867 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,882 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,899 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 01:21:05,914 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,929 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,942 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,959 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,975 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:05,992 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:06,008 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 01:21:06,022 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 01:21:06,038 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 01:21:06,054 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,070 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,087 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,103 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,119 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,136 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,147 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 01:21:06,162 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,175 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,189 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,206 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,221 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,236 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,248 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:06,262 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:06,275 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:06,290 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:06,305 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,320 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,335 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,348 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,365 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,382 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,397 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,413 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,430 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,444 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,461 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,474 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,491 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,507 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,524 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,540 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,555 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,568 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,582 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,598 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,612 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,626 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,639 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,654 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,669 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,684 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,697 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,712 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,730 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,746 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,761 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,777 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,785 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,801 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,814 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,827 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,843 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,859 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:06,874 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,890 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,906 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,922 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,938 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,952 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 01:21:06,968 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:06,985 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,001 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,018 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,034 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,052 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,066 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,082 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,098 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,113 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,127 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,141 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,157 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,173 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,188 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,204 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,220 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,235 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,251 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,265 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:07,280 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:07,294 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 01:21:07,310 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,326 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,342 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,358 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,372 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,388 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,404 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,420 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,436 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,452 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,468 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,483 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,497 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,512 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 01:21:07,527 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,542 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,558 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,574 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,590 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,607 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:07,622 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,633 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,649 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,663 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,679 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,696 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,711 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,728 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,740 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,750 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,768 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,784 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,800 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,813 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,829 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,845 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,859 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,875 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,891 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,905 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,921 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 01:21:07,934 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,949 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,965 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,980 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:07,993 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,009 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,025 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:08,041 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 01:21:08,058 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,071 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,086 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,102 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 01:21:08,119 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 01:21:26,062 semantic_segmentation INFO: Iters: 29610/150000 || Lr: 0.016409 || Task Loss: 0.5670 || KD Loss: 0.1665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:08 || Estimated Time: 2 days, 11:14:05
2023-07-25 01:21:44,692 semantic_segmentation INFO: Iters: 29620/150000 || Lr: 0.016408 || Task Loss: 0.8445 || KD Loss: 0.3755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:26 || Estimated Time: 2 days, 11:13:51
2023-07-25 01:22:03,183 semantic_segmentation INFO: Iters: 29630/150000 || Lr: 0.016407 || Task Loss: 0.6732 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:45 || Estimated Time: 2 days, 11:13:36
2023-07-25 01:22:21,269 semantic_segmentation INFO: Iters: 29640/150000 || Lr: 0.016405 || Task Loss: 0.7987 || KD Loss: 0.3073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:03 || Estimated Time: 2 days, 11:13:20
2023-07-25 01:22:40,025 semantic_segmentation INFO: Iters: 29650/150000 || Lr: 0.016404 || Task Loss: 1.1014 || KD Loss: 0.4984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:22 || Estimated Time: 2 days, 11:13:06
2023-07-25 01:22:58,979 semantic_segmentation INFO: Iters: 29660/150000 || Lr: 0.016403 || Task Loss: 0.8602 || KD Loss: 0.3408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:41 || Estimated Time: 2 days, 11:12:54
2023-07-25 01:23:16,852 semantic_segmentation INFO: Iters: 29670/150000 || Lr: 0.016402 || Task Loss: 1.0273 || KD Loss: 0.4340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:59 || Estimated Time: 2 days, 11:12:37
2023-07-25 01:23:35,880 semantic_segmentation INFO: Iters: 29680/150000 || Lr: 0.016400 || Task Loss: 0.9814 || KD Loss: 0.4445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:18 || Estimated Time: 2 days, 11:12:24
2023-07-25 01:23:54,214 semantic_segmentation INFO: Iters: 29690/150000 || Lr: 0.016399 || Task Loss: 0.6417 || KD Loss: 0.2094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:36 || Estimated Time: 2 days, 11:12:09
2023-07-25 01:24:12,638 semantic_segmentation INFO: Iters: 29700/150000 || Lr: 0.016398 || Task Loss: 0.7043 || KD Loss: 0.2103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:54 || Estimated Time: 2 days, 11:11:54
2023-07-25 01:24:31,091 semantic_segmentation INFO: Iters: 29710/150000 || Lr: 0.016397 || Task Loss: 0.9060 || KD Loss: 0.3395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:13 || Estimated Time: 2 days, 11:11:39
2023-07-25 01:24:49,511 semantic_segmentation INFO: Iters: 29720/150000 || Lr: 0.016396 || Task Loss: 0.7613 || KD Loss: 0.2472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:31 || Estimated Time: 2 days, 11:11:25
2023-07-25 01:25:07,951 semantic_segmentation INFO: Iters: 29730/150000 || Lr: 0.016394 || Task Loss: 0.7581 || KD Loss: 0.2165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2470|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:50 || Estimated Time: 2 days, 11:11:10
2023-07-25 01:25:26,386 semantic_segmentation INFO: Iters: 29740/150000 || Lr: 0.016393 || Task Loss: 1.1171 || KD Loss: 0.4637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:08 || Estimated Time: 2 days, 11:10:55
2023-07-25 01:25:44,815 semantic_segmentation INFO: Iters: 29750/150000 || Lr: 0.016392 || Task Loss: 1.3799 || KD Loss: 0.5945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:27 || Estimated Time: 2 days, 11:10:40
2023-07-25 01:26:03,246 semantic_segmentation INFO: Iters: 29760/150000 || Lr: 0.016391 || Task Loss: 0.8060 || KD Loss: 0.2930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:45 || Estimated Time: 2 days, 11:10:25
2023-07-25 01:26:21,656 semantic_segmentation INFO: Iters: 29770/150000 || Lr: 0.016389 || Task Loss: 0.7507 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:03 || Estimated Time: 2 days, 11:10:10
2023-07-25 01:26:40,054 semantic_segmentation INFO: Iters: 29780/150000 || Lr: 0.016388 || Task Loss: 1.0896 || KD Loss: 0.5344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:22 || Estimated Time: 2 days, 11:09:55
2023-07-25 01:26:58,524 semantic_segmentation INFO: Iters: 29790/150000 || Lr: 0.016387 || Task Loss: 0.7719 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:40 || Estimated Time: 2 days, 11:09:41
2023-07-25 01:27:16,675 semantic_segmentation INFO: Iters: 29800/150000 || Lr: 0.016386 || Task Loss: 0.9531 || KD Loss: 0.3884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:58 || Estimated Time: 2 days, 11:09:25
2023-07-25 01:27:35,552 semantic_segmentation INFO: Iters: 29810/150000 || Lr: 0.016384 || Task Loss: 0.7433 || KD Loss: 0.2672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:17 || Estimated Time: 2 days, 11:09:12
2023-07-25 01:27:53,714 semantic_segmentation INFO: Iters: 29820/150000 || Lr: 0.016383 || Task Loss: 1.0941 || KD Loss: 0.5710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:35 || Estimated Time: 2 days, 11:08:56
2023-07-25 01:28:12,360 semantic_segmentation INFO: Iters: 29830/150000 || Lr: 0.016382 || Task Loss: 0.6134 || KD Loss: 0.2621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:54 || Estimated Time: 2 days, 11:08:42
2023-07-25 01:28:30,465 semantic_segmentation INFO: Iters: 29840/150000 || Lr: 0.016381 || Task Loss: 0.8623 || KD Loss: 0.4042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:12 || Estimated Time: 2 days, 11:08:26
2023-07-25 01:28:48,941 semantic_segmentation INFO: Iters: 29850/150000 || Lr: 0.016380 || Task Loss: 1.0540 || KD Loss: 0.3955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:31 || Estimated Time: 2 days, 11:08:11
2023-07-25 01:29:07,529 semantic_segmentation INFO: Iters: 29860/150000 || Lr: 0.016378 || Task Loss: 0.7139 || KD Loss: 0.2311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:49 || Estimated Time: 2 days, 11:07:57
2023-07-25 01:29:25,845 semantic_segmentation INFO: Iters: 29870/150000 || Lr: 0.016377 || Task Loss: 0.7415 || KD Loss: 0.2958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:08 || Estimated Time: 2 days, 11:07:41
2023-07-25 01:29:44,078 semantic_segmentation INFO: Iters: 29880/150000 || Lr: 0.016376 || Task Loss: 0.8673 || KD Loss: 0.3035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:26 || Estimated Time: 2 days, 11:07:26
2023-07-25 01:30:02,511 semantic_segmentation INFO: Iters: 29890/150000 || Lr: 0.016375 || Task Loss: 0.4543 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:44 || Estimated Time: 2 days, 11:07:11
2023-07-25 01:30:20,950 semantic_segmentation INFO: Iters: 29900/150000 || Lr: 0.016373 || Task Loss: 0.8152 || KD Loss: 0.3211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:03 || Estimated Time: 2 days, 11:06:56
2023-07-25 01:30:39,387 semantic_segmentation INFO: Iters: 29910/150000 || Lr: 0.016372 || Task Loss: 0.8876 || KD Loss: 0.3429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:21 || Estimated Time: 2 days, 11:06:41
2023-07-25 01:30:57,808 semantic_segmentation INFO: Iters: 29920/150000 || Lr: 0.016371 || Task Loss: 0.8646 || KD Loss: 0.2761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:40 || Estimated Time: 2 days, 11:06:26
2023-07-25 01:31:16,240 semantic_segmentation INFO: Iters: 29930/150000 || Lr: 0.016370 || Task Loss: 0.6884 || KD Loss: 0.2076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:58 || Estimated Time: 2 days, 11:06:11
2023-07-25 01:31:34,672 semantic_segmentation INFO: Iters: 29940/150000 || Lr: 0.016369 || Task Loss: 1.1337 || KD Loss: 0.4371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:16 || Estimated Time: 2 days, 11:05:57
2023-07-25 01:31:53,103 semantic_segmentation INFO: Iters: 29950/150000 || Lr: 0.016367 || Task Loss: 0.7087 || KD Loss: 0.2500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:35 || Estimated Time: 2 days, 11:05:42
2023-07-25 01:32:11,546 semantic_segmentation INFO: Iters: 29960/150000 || Lr: 0.016366 || Task Loss: 0.7070 || KD Loss: 0.3571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:53 || Estimated Time: 2 days, 11:05:27
2023-07-25 01:32:29,984 semantic_segmentation INFO: Iters: 29970/150000 || Lr: 0.016365 || Task Loss: 0.8530 || KD Loss: 0.3870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:12 || Estimated Time: 2 days, 11:05:12
2023-07-25 01:32:48,416 semantic_segmentation INFO: Iters: 29980/150000 || Lr: 0.016364 || Task Loss: 0.7109 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:30 || Estimated Time: 2 days, 11:04:57
2023-07-25 01:33:06,844 semantic_segmentation INFO: Iters: 29990/150000 || Lr: 0.016362 || Task Loss: 1.0129 || KD Loss: 0.3772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:49 || Estimated Time: 2 days, 11:04:42
2023-07-25 01:33:25,275 semantic_segmentation INFO: Iters: 30000/150000 || Lr: 0.016361 || Task Loss: 0.9038 || KD Loss: 0.3256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:07 || Estimated Time: 2 days, 11:04:27
2023-07-25 01:33:43,711 semantic_segmentation INFO: Iters: 30010/150000 || Lr: 0.016360 || Task Loss: 0.9229 || KD Loss: 0.3292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:25 || Estimated Time: 2 days, 11:04:12
2023-07-25 01:34:02,127 semantic_segmentation INFO: Iters: 30020/150000 || Lr: 0.016359 || Task Loss: 0.5404 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:44 || Estimated Time: 2 days, 11:03:57
2023-07-25 01:34:20,564 semantic_segmentation INFO: Iters: 30030/150000 || Lr: 0.016357 || Task Loss: 1.2022 || KD Loss: 0.5082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:02 || Estimated Time: 2 days, 11:03:43
2023-07-25 01:34:39,004 semantic_segmentation INFO: Iters: 30040/150000 || Lr: 0.016356 || Task Loss: 0.8917 || KD Loss: 0.2857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:21 || Estimated Time: 2 days, 11:03:28
2023-07-25 01:34:57,435 semantic_segmentation INFO: Iters: 30050/150000 || Lr: 0.016355 || Task Loss: 0.5634 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:39 || Estimated Time: 2 days, 11:03:13
2023-07-25 01:35:15,872 semantic_segmentation INFO: Iters: 30060/150000 || Lr: 0.016354 || Task Loss: 0.7162 || KD Loss: 0.2602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:58 || Estimated Time: 2 days, 11:02:58
2023-07-25 01:35:34,300 semantic_segmentation INFO: Iters: 30070/150000 || Lr: 0.016353 || Task Loss: 0.9160 || KD Loss: 0.3846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:16 || Estimated Time: 2 days, 11:02:43
2023-07-25 01:35:52,730 semantic_segmentation INFO: Iters: 30080/150000 || Lr: 0.016351 || Task Loss: 1.0336 || KD Loss: 0.3843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:35 || Estimated Time: 2 days, 11:02:28
2023-07-25 01:36:11,168 semantic_segmentation INFO: Iters: 30090/150000 || Lr: 0.016350 || Task Loss: 0.5553 || KD Loss: 0.1892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:53 || Estimated Time: 2 days, 11:02:13
2023-07-25 01:36:29,601 semantic_segmentation INFO: Iters: 30100/150000 || Lr: 0.016349 || Task Loss: 1.0823 || KD Loss: 0.3813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:11 || Estimated Time: 2 days, 11:01:58
2023-07-25 01:36:48,017 semantic_segmentation INFO: Iters: 30110/150000 || Lr: 0.016348 || Task Loss: 0.7438 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:30 || Estimated Time: 2 days, 11:01:43
2023-07-25 01:37:06,451 semantic_segmentation INFO: Iters: 30120/150000 || Lr: 0.016346 || Task Loss: 0.7675 || KD Loss: 0.3234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:48 || Estimated Time: 2 days, 11:01:29
2023-07-25 01:37:24,880 semantic_segmentation INFO: Iters: 30130/150000 || Lr: 0.016345 || Task Loss: 1.1111 || KD Loss: 0.4395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:07 || Estimated Time: 2 days, 11:01:14
2023-07-25 01:37:43,319 semantic_segmentation INFO: Iters: 30140/150000 || Lr: 0.016344 || Task Loss: 0.5952 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:25 || Estimated Time: 2 days, 11:00:59
2023-07-25 01:38:01,747 semantic_segmentation INFO: Iters: 30150/150000 || Lr: 0.016343 || Task Loss: 0.9601 || KD Loss: 0.3300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:44 || Estimated Time: 2 days, 11:00:44
2023-07-25 01:38:20,192 semantic_segmentation INFO: Iters: 30160/150000 || Lr: 0.016342 || Task Loss: 0.9650 || KD Loss: 0.3244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:02 || Estimated Time: 2 days, 11:00:29
2023-07-25 01:38:38,614 semantic_segmentation INFO: Iters: 30170/150000 || Lr: 0.016340 || Task Loss: 0.9705 || KD Loss: 0.2786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:20 || Estimated Time: 2 days, 11:00:14
2023-07-25 01:38:57,045 semantic_segmentation INFO: Iters: 30180/150000 || Lr: 0.016339 || Task Loss: 0.5848 || KD Loss: 0.2034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:39 || Estimated Time: 2 days, 10:59:59
2023-07-25 01:39:15,475 semantic_segmentation INFO: Iters: 30190/150000 || Lr: 0.016338 || Task Loss: 0.8075 || KD Loss: 0.3543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:57 || Estimated Time: 2 days, 10:59:44
2023-07-25 01:39:33,905 semantic_segmentation INFO: Iters: 30200/150000 || Lr: 0.016337 || Task Loss: 0.7306 || KD Loss: 0.2256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:16 || Estimated Time: 2 days, 10:59:29
2023-07-25 01:39:52,335 semantic_segmentation INFO: Iters: 30210/150000 || Lr: 0.016335 || Task Loss: 0.7189 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:34 || Estimated Time: 2 days, 10:59:14
2023-07-25 01:40:10,770 semantic_segmentation INFO: Iters: 30220/150000 || Lr: 0.016334 || Task Loss: 0.9929 || KD Loss: 0.4693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:53 || Estimated Time: 2 days, 10:58:59
2023-07-25 01:40:29,199 semantic_segmentation INFO: Iters: 30230/150000 || Lr: 0.016333 || Task Loss: 0.7742 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:11 || Estimated Time: 2 days, 10:58:44
2023-07-25 01:40:47,633 semantic_segmentation INFO: Iters: 30240/150000 || Lr: 0.016332 || Task Loss: 0.9674 || KD Loss: 0.3869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:29 || Estimated Time: 2 days, 10:58:29
2023-07-25 01:41:06,059 semantic_segmentation INFO: Iters: 30250/150000 || Lr: 0.016330 || Task Loss: 0.9644 || KD Loss: 0.3489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:48 || Estimated Time: 2 days, 10:58:14
2023-07-25 01:41:24,092 semantic_segmentation INFO: Iters: 30260/150000 || Lr: 0.016329 || Task Loss: 1.0417 || KD Loss: 0.4815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:06 || Estimated Time: 2 days, 10:57:58
2023-07-25 01:41:42,652 semantic_segmentation INFO: Iters: 30270/150000 || Lr: 0.016328 || Task Loss: 0.6477 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:24 || Estimated Time: 2 days, 10:57:43
2023-07-25 01:42:01,322 semantic_segmentation INFO: Iters: 30280/150000 || Lr: 0.016327 || Task Loss: 0.8144 || KD Loss: 0.3042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:43 || Estimated Time: 2 days, 10:57:29
2023-07-25 01:42:20,131 semantic_segmentation INFO: Iters: 30290/150000 || Lr: 0.016326 || Task Loss: 0.6977 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:02 || Estimated Time: 2 days, 10:57:16
2023-07-25 01:42:38,111 semantic_segmentation INFO: Iters: 30300/150000 || Lr: 0.016324 || Task Loss: 1.0840 || KD Loss: 0.4335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:20 || Estimated Time: 2 days, 10:56:59
2023-07-25 01:42:56,375 semantic_segmentation INFO: Iters: 30310/150000 || Lr: 0.016323 || Task Loss: 0.6088 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:38 || Estimated Time: 2 days, 10:56:44
2023-07-25 01:43:14,826 semantic_segmentation INFO: Iters: 30320/150000 || Lr: 0.016322 || Task Loss: 1.1549 || KD Loss: 0.5369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:57 || Estimated Time: 2 days, 10:56:29
2023-07-25 01:43:33,317 semantic_segmentation INFO: Iters: 30330/150000 || Lr: 0.016321 || Task Loss: 1.0250 || KD Loss: 0.4805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:15 || Estimated Time: 2 days, 10:56:14
2023-07-25 01:43:51,784 semantic_segmentation INFO: Iters: 30340/150000 || Lr: 0.016319 || Task Loss: 0.6977 || KD Loss: 0.2547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:34 || Estimated Time: 2 days, 10:55:59
2023-07-25 01:44:10,236 semantic_segmentation INFO: Iters: 30350/150000 || Lr: 0.016318 || Task Loss: 0.8369 || KD Loss: 0.2833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:52 || Estimated Time: 2 days, 10:55:44
2023-07-25 01:44:28,820 semantic_segmentation INFO: Iters: 30360/150000 || Lr: 0.016317 || Task Loss: 0.8252 || KD Loss: 0.2513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:11 || Estimated Time: 2 days, 10:55:30
2023-07-25 01:44:47,270 semantic_segmentation INFO: Iters: 30370/150000 || Lr: 0.016316 || Task Loss: 0.8776 || KD Loss: 0.3030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:29 || Estimated Time: 2 days, 10:55:15
2023-07-25 01:45:05,713 semantic_segmentation INFO: Iters: 30380/150000 || Lr: 0.016315 || Task Loss: 0.9193 || KD Loss: 0.3597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:47 || Estimated Time: 2 days, 10:55:00
2023-07-25 01:45:24,148 semantic_segmentation INFO: Iters: 30390/150000 || Lr: 0.016313 || Task Loss: 0.9818 || KD Loss: 0.3854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:06 || Estimated Time: 2 days, 10:54:45
2023-07-25 01:45:42,583 semantic_segmentation INFO: Iters: 30400/150000 || Lr: 0.016312 || Task Loss: 0.8013 || KD Loss: 0.2377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:24 || Estimated Time: 2 days, 10:54:30
2023-07-25 01:45:42,708 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 01:45:43,103 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.082
2023-07-25 01:45:43,119 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.126
2023-07-25 01:45:43,140 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.147
2023-07-25 01:45:43,155 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.143
2023-07-25 01:45:43,169 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.893, mIoU: 0.186
2023-07-25 01:45:43,183 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.878, mIoU: 0.218
2023-07-25 01:45:43,199 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.880, mIoU: 0.251
2023-07-25 01:45:43,215 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.892, mIoU: 0.270
2023-07-25 01:45:43,230 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.881, mIoU: 0.270
2023-07-25 01:45:43,246 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.870, mIoU: 0.269
2023-07-25 01:45:43,262 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.860, mIoU: 0.274
2023-07-25 01:45:43,279 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.867, mIoU: 0.274
2023-07-25 01:45:43,293 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.833, mIoU: 0.271
2023-07-25 01:45:43,309 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.839, mIoU: 0.262
2023-07-25 01:45:43,324 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.830, mIoU: 0.254
2023-07-25 01:45:43,338 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.820, mIoU: 0.251
2023-07-25 01:45:43,350 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.816, mIoU: 0.240
2023-07-25 01:45:43,364 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.813, mIoU: 0.235
2023-07-25 01:45:43,380 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.819, mIoU: 0.238
2023-07-25 01:45:43,399 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.826, mIoU: 0.283
2023-07-25 01:45:43,415 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.823, mIoU: 0.269
2023-07-25 01:45:43,433 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.827, mIoU: 0.268
2023-07-25 01:45:43,449 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.825, mIoU: 0.286
2023-07-25 01:45:43,467 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.829, mIoU: 0.294
2023-07-25 01:45:43,485 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.833, mIoU: 0.307
2023-07-25 01:45:43,500 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.833, mIoU: 0.320
2023-07-25 01:45:43,516 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.836, mIoU: 0.321
2023-07-25 01:45:43,529 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.840, mIoU: 0.321
2023-07-25 01:45:43,546 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.838, mIoU: 0.315
2023-07-25 01:45:43,562 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.843, mIoU: 0.315
2023-07-25 01:45:43,577 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.848, mIoU: 0.324
2023-07-25 01:45:43,594 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.852, mIoU: 0.327
2023-07-25 01:45:43,611 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.854, mIoU: 0.329
2023-07-25 01:45:43,627 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.856, mIoU: 0.327
2023-07-25 01:45:43,643 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.855, mIoU: 0.338
2023-07-25 01:45:43,659 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.858, mIoU: 0.340
2023-07-25 01:45:43,674 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.861, mIoU: 0.339
2023-07-25 01:45:43,688 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.864, mIoU: 0.367
2023-07-25 01:45:43,705 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.861, mIoU: 0.362
2023-07-25 01:45:43,718 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.862, mIoU: 0.361
2023-07-25 01:45:43,732 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.861, mIoU: 0.379
2023-07-25 01:45:43,748 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.864, mIoU: 0.379
2023-07-25 01:45:43,763 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.863, mIoU: 0.380
2023-07-25 01:45:43,777 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.864, mIoU: 0.380
2023-07-25 01:45:43,793 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.865, mIoU: 0.383
2023-07-25 01:45:43,810 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.866, mIoU: 0.387
2023-07-25 01:45:43,825 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.868, mIoU: 0.393
2023-07-25 01:45:43,839 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.862, mIoU: 0.389
2023-07-25 01:45:43,855 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.864, mIoU: 0.391
2023-07-25 01:45:43,873 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.864, mIoU: 0.389
2023-07-25 01:45:43,890 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.863, mIoU: 0.389
2023-07-25 01:45:43,907 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.866, mIoU: 0.389
2023-07-25 01:45:43,921 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.867, mIoU: 0.388
2023-07-25 01:45:43,938 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.867, mIoU: 0.387
2023-07-25 01:45:43,954 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.869, mIoU: 0.393
2023-07-25 01:45:43,968 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.867, mIoU: 0.388
2023-07-25 01:45:43,985 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.867, mIoU: 0.384
2023-07-25 01:45:44,004 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.869, mIoU: 0.382
2023-07-25 01:45:44,018 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.867, mIoU: 0.376
2023-07-25 01:45:44,034 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.866, mIoU: 0.399
2023-07-25 01:45:44,049 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.865, mIoU: 0.403
2023-07-25 01:45:44,065 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.865, mIoU: 0.396
2023-07-25 01:45:44,079 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.865, mIoU: 0.395
2023-07-25 01:45:44,098 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.867, mIoU: 0.403
2023-07-25 01:45:44,112 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.869, mIoU: 0.412
2023-07-25 01:45:44,128 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.870, mIoU: 0.412
2023-07-25 01:45:44,144 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.871, mIoU: 0.412
2023-07-25 01:45:44,158 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.873, mIoU: 0.438
2023-07-25 01:45:44,174 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.874, mIoU: 0.440
2023-07-25 01:45:44,190 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.870, mIoU: 0.437
2023-07-25 01:45:44,207 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 01:45:44,221 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.871, mIoU: 0.457
2023-07-25 01:45:44,237 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.869, mIoU: 0.443
2023-07-25 01:45:44,254 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.870, mIoU: 0.442
2023-07-25 01:45:44,270 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.871, mIoU: 0.449
2023-07-25 01:45:44,286 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.872, mIoU: 0.444
2023-07-25 01:45:44,302 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.867, mIoU: 0.438
2023-07-25 01:45:44,312 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.863, mIoU: 0.433
2023-07-25 01:45:44,328 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 01:45:44,346 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 01:45:44,360 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 01:45:44,376 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 01:45:44,393 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 01:45:44,409 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.851, mIoU: 0.416
2023-07-25 01:45:44,426 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.849, mIoU: 0.410
2023-07-25 01:45:44,442 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 01:45:44,458 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 01:45:44,474 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.851, mIoU: 0.413
2023-07-25 01:45:44,490 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.850, mIoU: 0.415
2023-07-25 01:45:44,504 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.850, mIoU: 0.415
2023-07-25 01:45:44,520 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.851, mIoU: 0.417
2023-07-25 01:45:44,536 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 01:45:44,552 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.852, mIoU: 0.420
2023-07-25 01:45:44,568 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.853, mIoU: 0.437
2023-07-25 01:45:44,584 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-25 01:45:44,599 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.852, mIoU: 0.437
2023-07-25 01:45:44,614 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.853, mIoU: 0.438
2023-07-25 01:45:44,628 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.855, mIoU: 0.440
2023-07-25 01:45:44,644 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.855, mIoU: 0.440
2023-07-25 01:45:44,659 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.856, mIoU: 0.446
2023-07-25 01:45:44,675 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.857, mIoU: 0.445
2023-07-25 01:45:44,690 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.858, mIoU: 0.445
2023-07-25 01:45:44,704 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 01:45:44,720 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.858, mIoU: 0.444
2023-07-25 01:45:44,735 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.857, mIoU: 0.442
2023-07-25 01:45:44,749 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.858, mIoU: 0.446
2023-07-25 01:45:44,764 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.858, mIoU: 0.446
2023-07-25 01:45:44,780 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.858, mIoU: 0.446
2023-07-25 01:45:44,794 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.859, mIoU: 0.447
2023-07-25 01:45:44,808 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 01:45:44,822 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 01:45:44,836 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 01:45:44,853 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 01:45:44,869 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 01:45:44,886 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 01:45:44,900 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 01:45:44,915 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 01:45:44,931 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:45:44,946 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 01:45:44,962 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:45:44,979 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-25 01:45:44,994 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-25 01:45:45,008 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 01:45:45,026 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 01:45:45,042 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 01:45:45,051 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 01:45:45,064 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 01:45:45,081 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 01:45:45,091 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:45,105 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 01:45:45,121 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-25 01:45:45,137 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 01:45:45,151 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 01:45:45,167 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.863, mIoU: 0.436
2023-07-25 01:45:45,180 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 01:45:45,194 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 01:45:45,210 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:45,223 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:45,240 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.860, mIoU: 0.432
2023-07-25 01:45:45,254 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.861, mIoU: 0.431
2023-07-25 01:45:45,271 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.862, mIoU: 0.435
2023-07-25 01:45:45,287 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-25 01:45:45,304 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 01:45:45,321 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-25 01:45:45,337 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 01:45:45,352 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 01:45:45,368 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 01:45:45,383 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 01:45:45,394 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 01:45:45,410 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 01:45:45,427 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:45:45,441 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:45:45,456 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:45:45,470 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:45:45,485 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:45:45,501 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:45:45,517 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 01:45:45,533 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:45:45,549 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 01:45:45,565 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 01:45:45,581 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 01:45:45,597 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:45:45,611 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:45,627 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:45,641 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:45:45,655 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 01:45:45,668 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 01:45:45,684 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 01:45:45,700 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.859, mIoU: 0.443
2023-07-25 01:45:45,717 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,733 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,748 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-25 01:45:45,764 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 01:45:45,780 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 01:45:45,797 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 01:45:45,813 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.859, mIoU: 0.447
2023-07-25 01:45:45,827 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.858, mIoU: 0.443
2023-07-25 01:45:45,841 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,858 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,872 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,889 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 01:45:45,903 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 01:45:45,919 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 01:45:45,935 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 01:45:45,951 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 01:45:45,967 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-25 01:45:45,983 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 01:45:45,998 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-25 01:45:49,118 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,134 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,149 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.860, mIoU: 0.436
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2023-07-25 01:45:49,179 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:45:49,195 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 01:45:49,209 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,226 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,242 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 01:45:49,257 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,271 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,284 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,302 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,315 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 01:45:49,332 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 01:45:49,349 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,365 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 01:45:49,382 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 01:45:49,396 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,412 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 01:45:49,429 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 01:45:49,445 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 01:45:49,459 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,474 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,488 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,503 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,515 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,532 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,548 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,564 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,581 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 01:45:49,595 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,612 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 01:45:49,628 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 01:45:49,644 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 01:45:49,658 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 01:45:49,675 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 01:45:49,688 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 01:45:49,706 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 01:45:49,720 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 01:45:49,736 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 01:45:49,753 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 01:45:49,768 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 01:45:49,784 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:49,800 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:49,814 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:49,830 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,847 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,862 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:49,879 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,895 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:49,911 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,927 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,944 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,960 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:49,975 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:49,991 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:50,006 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:50,020 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 01:45:50,037 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:50,053 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 01:45:50,069 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:50,085 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:50,099 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:50,115 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:50,129 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,140 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,155 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.860, mIoU: 0.441
2023-07-25 01:45:50,171 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,187 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 01:45:50,204 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 01:45:50,221 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 01:45:50,237 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,253 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,262 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 01:45:50,273 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 01:45:50,287 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 01:45:50,301 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 01:45:50,318 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-25 01:45:50,331 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 01:45:50,347 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 01:45:50,364 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 01:45:50,380 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-25 01:45:50,396 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.862, mIoU: 0.446
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2023-07-25 01:45:50,443 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.862, mIoU: 0.448
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2023-07-25 01:45:50,473 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 01:45:50,490 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:45:50,502 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:45:50,518 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 01:45:50,533 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 01:45:50,549 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 01:45:50,564 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 01:45:50,580 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 01:45:50,591 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 01:45:50,605 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 01:45:50,621 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 01:45:50,637 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 01:45:50,650 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 01:45:50,665 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 01:45:50,679 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:50,695 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:50,711 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:50,727 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:50,736 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:50,752 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:50,768 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:50,782 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:45:50,798 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:50,814 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:50,829 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:50,845 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:50,859 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:50,876 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:50,892 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 01:45:50,909 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 01:45:50,925 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:50,940 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:50,954 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:50,970 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:50,986 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 01:45:51,002 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.864, mIoU: 0.453
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2023-07-25 01:45:51,035 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:51,052 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:51,068 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 01:45:51,082 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:45:51,097 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:45:51,113 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 01:45:51,129 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 01:45:51,146 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,161 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,175 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,191 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,207 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 01:45:51,221 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:51,237 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:45:51,250 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:51,266 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:51,280 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:51,293 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-25 01:45:51,306 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-25 01:45:51,322 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-25 01:45:51,337 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-25 01:45:51,353 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:51,369 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:51,379 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:51,395 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:51,412 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 01:45:51,429 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,445 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 01:45:51,462 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,476 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,490 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 01:45:51,506 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:45:51,522 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:45:51,538 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 01:45:51,551 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:51,565 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 01:45:51,581 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.863, mIoU: 0.455
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2023-07-25 01:45:51,707 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.864, mIoU: 0.457
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2023-07-25 01:45:51,892 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.864, mIoU: 0.455
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2023-07-25 01:45:51,966 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.864, mIoU: 0.456
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2023-07-25 01:45:52,012 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.864, mIoU: 0.455
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2023-07-25 01:45:52,121 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:45:52,135 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.865, mIoU: 0.456
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2023-07-25 01:45:52,199 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:45:52,215 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:45:52,231 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,247 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,263 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,275 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,291 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 01:45:52,307 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,322 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,337 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,353 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 01:45:52,366 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 01:45:52,382 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,397 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,413 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,427 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,443 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 01:45:52,458 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 01:45:52,475 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.866, mIoU: 0.454
2023-07-25 01:45:52,490 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 01:45:52,507 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:52,522 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:52,538 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:52,554 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:52,569 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:52,582 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:52,598 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:52,615 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:52,631 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 01:45:52,645 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:52,662 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:52,676 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 01:45:52,693 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 01:45:52,708 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:52,725 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:52,741 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:52,757 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 01:45:52,773 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:52,788 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 01:45:52,803 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,819 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,835 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:52,855 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:52,871 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:52,887 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:52,898 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,912 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,928 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,942 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:52,957 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:52,971 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:52,985 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:53,001 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:53,018 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:53,034 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 01:45:53,051 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,065 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,080 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,094 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,110 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,126 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,142 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:53,158 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:53,174 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:53,189 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:53,203 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:53,219 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:53,235 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,249 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:53,262 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,277 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,294 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:53,310 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:53,324 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,339 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,356 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,372 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,386 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,400 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,408 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,425 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,442 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,459 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,476 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,493 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,509 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,527 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,543 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,557 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,573 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,588 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,605 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,620 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,634 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,647 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,661 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:53,675 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,689 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,703 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,717 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,732 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,748 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,760 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:53,775 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:53,788 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:53,800 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:53,816 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,832 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,848 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,864 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:53,880 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:53,896 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,910 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,927 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:53,943 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:53,961 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:53,978 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:53,995 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:54,011 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:54,025 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,039 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,053 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,068 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,086 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,100 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,114 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:54,129 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,144 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,160 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,176 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:54,191 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,205 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,220 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,235 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,250 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,266 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,281 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,299 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,313 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,330 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,347 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,361 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,375 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,392 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,408 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,425 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,441 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,454 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,469 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,484 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:54,498 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:54,514 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 01:45:54,533 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,547 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:54,563 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,577 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,593 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,609 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,623 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:54,637 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:45:54,653 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:45:54,669 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:54,683 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:54,699 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:54,715 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:45:54,730 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 01:45:54,744 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 01:45:54,760 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:54,776 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:54,794 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,808 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,823 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,837 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,853 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,867 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,881 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:54,897 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,913 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,927 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,944 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:54,961 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:54,977 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:54,994 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,008 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,022 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:55,037 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,051 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,065 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,080 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,096 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:55,111 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:55,125 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:55,140 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:55,157 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:55,173 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,190 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,204 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,218 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,234 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,250 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 01:45:55,266 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,282 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,296 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,311 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,323 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,340 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,357 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,372 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,388 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,399 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,414 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,430 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,446 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,460 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,476 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,490 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,507 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,521 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,537 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,551 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,567 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,583 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,597 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,614 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,630 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,646 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,662 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,678 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,694 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,710 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 01:45:55,725 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,741 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 01:45:55,757 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,770 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,784 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,798 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,815 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,829 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,847 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,862 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,874 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:55,890 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:55,907 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,924 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:55,938 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,955 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:55,971 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:55,985 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,001 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,018 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,033 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,047 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,060 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,078 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:56,094 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:56,110 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:56,124 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:56,140 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 01:45:56,156 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,172 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,188 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,202 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,218 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:56,231 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:56,247 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:56,262 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,276 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,293 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,307 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:56,323 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,339 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,355 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,371 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,387 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,402 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,417 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,434 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,450 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,466 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,482 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,493 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:56,508 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,522 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,538 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,553 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,570 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,584 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,600 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,616 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,631 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,648 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,664 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:56,678 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,695 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,711 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,728 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,742 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,758 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:56,774 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:45:56,791 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:45:56,805 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:56,821 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:56,838 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:56,852 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:56,867 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:56,883 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,897 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:56,912 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,926 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,941 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,957 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,973 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:56,988 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,004 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,020 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,034 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,047 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:57,063 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,076 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,090 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,105 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,122 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:57,138 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:57,155 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,169 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:57,184 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:57,201 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:57,218 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:57,232 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:57,249 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:57,263 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:57,281 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:57,296 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,314 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,330 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,346 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,355 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,372 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,389 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,402 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,417 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,433 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,448 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,462 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,477 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,493 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,509 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,526 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,542 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,560 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,577 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,592 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,608 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 01:45:57,624 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,640 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,654 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 01:45:57,670 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,687 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,704 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,712 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,726 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 01:45:57,739 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:57,753 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:57,765 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:57,781 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,796 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:57,812 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 01:45:57,825 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,838 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,854 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:57,865 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:57,881 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:57,895 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:57,910 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:57,927 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:57,943 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:57,959 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:57,971 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:57,985 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,001 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,017 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,034 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,050 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,064 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:58,074 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,087 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,101 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 01:45:58,114 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,130 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,143 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,159 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,176 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,192 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,207 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,223 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,239 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,254 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,271 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,286 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,300 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,316 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,332 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,346 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,360 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,376 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,390 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 01:45:58,407 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,420 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,436 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,453 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:58,471 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,488 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,502 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,518 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 01:45:58,535 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,551 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,566 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,580 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,594 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,610 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:45:58,626 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:45:58,642 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:45:58,658 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 01:45:58,674 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:45:58,690 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 01:45:58,706 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,722 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,735 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,751 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,762 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,776 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,792 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 01:45:58,804 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,819 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 01:45:58,835 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:58,851 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,867 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,883 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,898 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,914 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,927 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,943 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,957 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,973 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:58,989 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,003 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,019 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,033 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,049 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,065 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,082 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:59,097 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,113 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,127 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,141 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,157 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 01:45:59,170 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,185 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,201 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,217 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,232 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,246 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 01:45:59,260 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-25 01:45:59,276 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,292 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,309 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,323 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,336 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,352 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,368 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,385 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,402 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-25 01:45:59,418 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,435 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,450 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,466 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,482 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,498 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:59,513 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,529 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,543 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,559 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,575 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,592 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,605 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 01:45:59,621 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,636 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,653 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 01:45:59,667 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,682 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,698 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,713 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,729 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,744 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,760 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,774 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:59,789 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,807 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,821 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,837 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,850 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,859 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,875 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,891 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:45:59,905 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:45:59,921 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:59,937 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:45:59,951 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:59,965 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:59,981 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:45:59,997 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,013 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,031 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,046 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,064 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,080 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,093 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,109 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,125 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,140 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,153 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,167 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,183 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:46:00,199 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:46:00,215 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:46:00,231 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 01:46:00,244 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,261 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,275 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,289 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,305 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,321 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:00,337 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,352 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:00,366 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,382 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,397 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,413 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,429 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,442 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,459 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,472 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,486 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,499 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,514 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,530 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,545 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,561 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,572 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:46:00,586 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:46:00,602 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,619 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,632 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,648 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,664 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,680 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,694 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,709 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,724 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,738 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,753 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,767 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:46:00,780 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:46:00,797 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 01:46:00,813 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,829 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,845 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-25 01:46:00,859 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,875 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-25 01:46:00,891 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-25 01:46:00,904 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,920 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,936 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,951 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,967 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,981 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:00,994 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:01,010 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:01,025 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:01,040 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,054 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,069 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 01:46:01,087 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,101 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,111 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,126 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,142 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,158 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,173 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 01:46:01,186 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 01:46:01,201 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,217 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,231 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,247 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,263 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,280 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,297 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,313 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,329 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-25 01:46:01,344 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,360 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,374 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,390 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,407 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 01:46:01,424 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,437 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,454 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,466 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,482 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,499 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,514 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,528 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,544 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,561 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,576 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,588 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,604 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,620 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,631 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,647 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,663 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,678 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,692 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 01:46:01,705 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,720 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,735 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:46:01,751 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,764 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,780 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,794 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:46:01,807 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 01:46:01,824 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:46:01,840 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:46:01,856 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 01:46:01,872 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.860, mIoU: 0.456
2023-07-25 01:46:01,890 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.860, mIoU: 0.456
2023-07-25 01:46:01,904 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.860, mIoU: 0.456
2023-07-25 01:46:01,920 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:01,935 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:01,951 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:01,967 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:01,980 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 01:46:01,994 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:02,011 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:02,027 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:02,043 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:02,057 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 01:46:02,071 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 01:46:02,087 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 01:46:02,102 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,116 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,129 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,145 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,160 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,176 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,191 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,207 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,224 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,238 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,253 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,269 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,283 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,299 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,315 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,331 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,346 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,362 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 01:46:02,378 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:02,393 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:02,409 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:02,424 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 01:46:02,440 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:02,457 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,472 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,489 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,505 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,519 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,533 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,549 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,565 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,579 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,596 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,612 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,628 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,644 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,660 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,676 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,692 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,706 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,720 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,734 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,747 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,761 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,777 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,792 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,806 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:02,819 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,835 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,848 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,863 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,879 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,896 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,913 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,929 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,943 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,959 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:02,975 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:02,989 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,006 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,023 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,040 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,054 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,070 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,086 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,101 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,117 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,130 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,146 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,161 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,176 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,192 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,205 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,220 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,236 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,251 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,267 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.859, mIoU: 0.453
2023-07-25 01:46:03,282 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,298 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,314 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,325 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,340 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,353 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,367 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,385 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,401 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,417 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,431 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,447 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,462 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,478 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,494 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,510 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,527 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,541 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,557 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,574 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,588 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,604 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,620 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,633 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,649 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,662 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,678 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,694 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,710 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,726 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,740 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,754 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,769 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 01:46:03,784 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,799 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 01:46:03,813 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,826 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,842 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,858 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,874 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,888 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,904 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,922 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,939 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,955 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:03,971 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,979 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:03,995 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,009 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,023 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,039 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,055 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,071 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,088 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,104 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,120 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,137 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,150 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,166 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,183 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,199 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,215 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,230 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,248 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,262 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,277 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,293 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,309 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,323 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,338 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 01:46:04,354 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 01:46:04,370 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 01:46:04,386 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 01:46:04,402 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,418 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,434 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,450 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,464 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,480 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,494 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,509 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,526 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,541 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,557 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,571 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,587 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,602 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,618 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,633 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,648 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,664 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,680 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,694 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,711 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,725 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 01:46:04,742 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:04,758 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:04,775 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:04,791 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:04,807 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:04,822 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,834 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,850 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,864 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,880 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,895 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,911 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,927 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,939 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 01:46:04,950 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:04,967 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 01:46:04,983 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 01:46:04,998 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 01:46:05,011 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 01:46:05,027 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 01:46:05,042 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 01:46:05,056 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 01:46:05,072 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 01:46:05,087 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 01:46:05,101 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,117 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 01:46:05,131 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,147 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,163 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,179 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,192 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,208 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,224 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 01:46:05,239 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:05,256 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:05,270 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:05,285 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 01:46:05,301 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 01:46:05,318 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 01:46:23,297 semantic_segmentation INFO: Iters: 30410/150000 || Lr: 0.016311 || Task Loss: 0.5867 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:05 || Estimated Time: 2 days, 10:55:43
2023-07-25 01:46:41,933 semantic_segmentation INFO: Iters: 30420/150000 || Lr: 0.016310 || Task Loss: 0.8500 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:24 || Estimated Time: 2 days, 10:55:29
2023-07-25 01:46:59,804 semantic_segmentation INFO: Iters: 30430/150000 || Lr: 0.016308 || Task Loss: 0.5874 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:42 || Estimated Time: 2 days, 10:55:12
2023-07-25 01:47:18,103 semantic_segmentation INFO: Iters: 30440/150000 || Lr: 0.016307 || Task Loss: 0.6645 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:00 || Estimated Time: 2 days, 10:54:56
2023-07-25 01:47:36,580 semantic_segmentation INFO: Iters: 30450/150000 || Lr: 0.016306 || Task Loss: 0.9588 || KD Loss: 0.3053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:18 || Estimated Time: 2 days, 10:54:41
2023-07-25 01:47:54,853 semantic_segmentation INFO: Iters: 30460/150000 || Lr: 0.016305 || Task Loss: 1.0603 || KD Loss: 0.3310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:37 || Estimated Time: 2 days, 10:54:26
2023-07-25 01:48:13,582 semantic_segmentation INFO: Iters: 30470/150000 || Lr: 0.016303 || Task Loss: 0.9949 || KD Loss: 0.3785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:55 || Estimated Time: 2 days, 10:54:12
2023-07-25 01:48:32,207 semantic_segmentation INFO: Iters: 30480/150000 || Lr: 0.016302 || Task Loss: 1.1250 || KD Loss: 0.3729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:14 || Estimated Time: 2 days, 10:53:57
2023-07-25 01:48:50,667 semantic_segmentation INFO: Iters: 30490/150000 || Lr: 0.016301 || Task Loss: 0.9548 || KD Loss: 0.4342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:32 || Estimated Time: 2 days, 10:53:42
2023-07-25 01:49:09,028 semantic_segmentation INFO: Iters: 30500/150000 || Lr: 0.016300 || Task Loss: 0.7954 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:51 || Estimated Time: 2 days, 10:53:27
2023-07-25 01:49:27,765 semantic_segmentation INFO: Iters: 30510/150000 || Lr: 0.016299 || Task Loss: 0.8066 || KD Loss: 0.3523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:10 || Estimated Time: 2 days, 10:53:13
2023-07-25 01:49:46,207 semantic_segmentation INFO: Iters: 30520/150000 || Lr: 0.016297 || Task Loss: 0.7720 || KD Loss: 0.2609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:28 || Estimated Time: 2 days, 10:52:58
2023-07-25 01:50:04,633 semantic_segmentation INFO: Iters: 30530/150000 || Lr: 0.016296 || Task Loss: 0.8764 || KD Loss: 0.2589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:46 || Estimated Time: 2 days, 10:52:43
2023-07-25 01:50:22,914 semantic_segmentation INFO: Iters: 30540/150000 || Lr: 0.016295 || Task Loss: 0.9614 || KD Loss: 0.4545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:05 || Estimated Time: 2 days, 10:52:27
2023-07-25 01:50:41,350 semantic_segmentation INFO: Iters: 30550/150000 || Lr: 0.016294 || Task Loss: 0.8270 || KD Loss: 0.2703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:23 || Estimated Time: 2 days, 10:52:12
2023-07-25 01:50:59,785 semantic_segmentation INFO: Iters: 30560/150000 || Lr: 0.016292 || Task Loss: 0.7544 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:42 || Estimated Time: 2 days, 10:51:57
2023-07-25 01:51:18,222 semantic_segmentation INFO: Iters: 30570/150000 || Lr: 0.016291 || Task Loss: 0.9601 || KD Loss: 0.4607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:00 || Estimated Time: 2 days, 10:51:42
2023-07-25 01:51:36,649 semantic_segmentation INFO: Iters: 30580/150000 || Lr: 0.016290 || Task Loss: 0.7135 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:18 || Estimated Time: 2 days, 10:51:27
2023-07-25 01:51:55,300 semantic_segmentation INFO: Iters: 30590/150000 || Lr: 0.016289 || Task Loss: 0.8941 || KD Loss: 0.2786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:37 || Estimated Time: 2 days, 10:51:13
2023-07-25 01:52:13,668 semantic_segmentation INFO: Iters: 30600/150000 || Lr: 0.016288 || Task Loss: 0.8036 || KD Loss: 0.2357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:55 || Estimated Time: 2 days, 10:50:58
2023-07-25 01:52:32,661 semantic_segmentation INFO: Iters: 30610/150000 || Lr: 0.016286 || Task Loss: 0.8206 || KD Loss: 0.3032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2401|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:14 || Estimated Time: 2 days, 10:50:45
2023-07-25 01:52:51,193 semantic_segmentation INFO: Iters: 30620/150000 || Lr: 0.016285 || Task Loss: 1.1368 || KD Loss: 0.4731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:33 || Estimated Time: 2 days, 10:50:30
2023-07-25 01:53:09,642 semantic_segmentation INFO: Iters: 30630/150000 || Lr: 0.016284 || Task Loss: 1.0015 || KD Loss: 0.3944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:51 || Estimated Time: 2 days, 10:50:15
2023-07-25 01:53:28,075 semantic_segmentation INFO: Iters: 30640/150000 || Lr: 0.016283 || Task Loss: 0.7868 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:10 || Estimated Time: 2 days, 10:50:00
2023-07-25 01:53:46,509 semantic_segmentation INFO: Iters: 30650/150000 || Lr: 0.016281 || Task Loss: 0.6908 || KD Loss: 0.2751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:28 || Estimated Time: 2 days, 10:49:45
2023-07-25 01:54:04,938 semantic_segmentation INFO: Iters: 30660/150000 || Lr: 0.016280 || Task Loss: 0.7406 || KD Loss: 0.2338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:47 || Estimated Time: 2 days, 10:49:30
2023-07-25 01:54:23,367 semantic_segmentation INFO: Iters: 30670/150000 || Lr: 0.016279 || Task Loss: 1.2230 || KD Loss: 0.6026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:05 || Estimated Time: 2 days, 10:49:15
2023-07-25 01:54:41,803 semantic_segmentation INFO: Iters: 30680/150000 || Lr: 0.016278 || Task Loss: 1.1457 || KD Loss: 0.3887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:24 || Estimated Time: 2 days, 10:49:00
2023-07-25 01:55:00,236 semantic_segmentation INFO: Iters: 30690/150000 || Lr: 0.016276 || Task Loss: 0.8849 || KD Loss: 0.2944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:42 || Estimated Time: 2 days, 10:48:45
2023-07-25 01:55:18,678 semantic_segmentation INFO: Iters: 30700/150000 || Lr: 0.016275 || Task Loss: 1.1894 || KD Loss: 0.5354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:08:00 || Estimated Time: 2 days, 10:48:30
2023-07-25 01:55:37,652 semantic_segmentation INFO: Iters: 30710/150000 || Lr: 0.016274 || Task Loss: 0.7744 || KD Loss: 0.2860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:08:19 || Estimated Time: 2 days, 10:48:17
2023-07-25 01:55:55,836 semantic_segmentation INFO: Iters: 30720/150000 || Lr: 0.016273 || Task Loss: 1.0082 || KD Loss: 0.3227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:08:38 || Estimated Time: 2 days, 10:48:01
2023-07-25 01:56:14,072 semantic_segmentation INFO: Iters: 30730/150000 || Lr: 0.016272 || Task Loss: 0.7345 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2410|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:08:56 || Estimated Time: 2 days, 10:47:45
2023-07-25 01:56:32,939 semantic_segmentation INFO: Iters: 30740/150000 || Lr: 0.016270 || Task Loss: 1.1180 || KD Loss: 0.4913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:09:15 || Estimated Time: 2 days, 10:47:32
2023-07-25 01:56:51,087 semantic_segmentation INFO: Iters: 30750/150000 || Lr: 0.016269 || Task Loss: 0.6162 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:09:33 || Estimated Time: 2 days, 10:47:15
2023-07-25 01:57:09,735 semantic_segmentation INFO: Iters: 30760/150000 || Lr: 0.016268 || Task Loss: 0.5998 || KD Loss: 0.2197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:09:52 || Estimated Time: 2 days, 10:47:01
2023-07-25 01:57:28,546 semantic_segmentation INFO: Iters: 30770/150000 || Lr: 0.016267 || Task Loss: 0.8150 || KD Loss: 0.2752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:10 || Estimated Time: 2 days, 10:46:47
2023-07-25 01:57:46,944 semantic_segmentation INFO: Iters: 30780/150000 || Lr: 0.016265 || Task Loss: 0.8744 || KD Loss: 0.2617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:29 || Estimated Time: 2 days, 10:46:32
2023-07-25 01:58:05,188 semantic_segmentation INFO: Iters: 30790/150000 || Lr: 0.016264 || Task Loss: 0.8194 || KD Loss: 0.2978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:47 || Estimated Time: 2 days, 10:46:16
2023-07-25 01:58:23,574 semantic_segmentation INFO: Iters: 30800/150000 || Lr: 0.016263 || Task Loss: 0.5387 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2468|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:05 || Estimated Time: 2 days, 10:46:01
2023-07-25 01:58:42,013 semantic_segmentation INFO: Iters: 30810/150000 || Lr: 0.016262 || Task Loss: 0.8929 || KD Loss: 0.2796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:24 || Estimated Time: 2 days, 10:45:46
2023-07-25 01:59:00,326 semantic_segmentation INFO: Iters: 30820/150000 || Lr: 0.016261 || Task Loss: 0.6178 || KD Loss: 0.1681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:42 || Estimated Time: 2 days, 10:45:31
2023-07-25 01:59:19,052 semantic_segmentation INFO: Iters: 30830/150000 || Lr: 0.016259 || Task Loss: 0.6046 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:01 || Estimated Time: 2 days, 10:45:17
2023-07-25 01:59:37,884 semantic_segmentation INFO: Iters: 30840/150000 || Lr: 0.016258 || Task Loss: 0.7024 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:20 || Estimated Time: 2 days, 10:45:03
2023-07-25 01:59:56,303 semantic_segmentation INFO: Iters: 30850/150000 || Lr: 0.016257 || Task Loss: 0.5179 || KD Loss: 0.1631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:38 || Estimated Time: 2 days, 10:44:48
2023-07-25 02:00:14,743 semantic_segmentation INFO: Iters: 30860/150000 || Lr: 0.016256 || Task Loss: 0.6339 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:57 || Estimated Time: 2 days, 10:44:33
2023-07-25 02:00:33,165 semantic_segmentation INFO: Iters: 30870/150000 || Lr: 0.016254 || Task Loss: 1.2754 || KD Loss: 0.6253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:15 || Estimated Time: 2 days, 10:44:18
2023-07-25 02:00:51,569 semantic_segmentation INFO: Iters: 30880/150000 || Lr: 0.016253 || Task Loss: 0.6665 || KD Loss: 0.2323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:33 || Estimated Time: 2 days, 10:44:02
2023-07-25 02:01:09,981 semantic_segmentation INFO: Iters: 30890/150000 || Lr: 0.016252 || Task Loss: 0.7690 || KD Loss: 0.2060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:52 || Estimated Time: 2 days, 10:43:47
2023-07-25 02:01:28,083 semantic_segmentation INFO: Iters: 30900/150000 || Lr: 0.016251 || Task Loss: 0.9084 || KD Loss: 0.3886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:10 || Estimated Time: 2 days, 10:43:31
2023-07-25 02:01:46,940 semantic_segmentation INFO: Iters: 30910/150000 || Lr: 0.016249 || Task Loss: 0.9116 || KD Loss: 0.2446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:29 || Estimated Time: 2 days, 10:43:18
2023-07-25 02:02:05,341 semantic_segmentation INFO: Iters: 30920/150000 || Lr: 0.016248 || Task Loss: 0.6463 || KD Loss: 0.2554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:47 || Estimated Time: 2 days, 10:43:02
2023-07-25 02:02:23,651 semantic_segmentation INFO: Iters: 30930/150000 || Lr: 0.016247 || Task Loss: 0.8201 || KD Loss: 0.2861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:05 || Estimated Time: 2 days, 10:42:46
2023-07-25 02:02:41,997 semantic_segmentation INFO: Iters: 30940/150000 || Lr: 0.016246 || Task Loss: 0.6699 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:24 || Estimated Time: 2 days, 10:42:31
2023-07-25 02:03:00,805 semantic_segmentation INFO: Iters: 30950/150000 || Lr: 0.016245 || Task Loss: 0.6187 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:43 || Estimated Time: 2 days, 10:42:17
2023-07-25 02:03:19,109 semantic_segmentation INFO: Iters: 30960/150000 || Lr: 0.016243 || Task Loss: 1.0822 || KD Loss: 0.5260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:01 || Estimated Time: 2 days, 10:42:02
2023-07-25 02:03:37,545 semantic_segmentation INFO: Iters: 30970/150000 || Lr: 0.016242 || Task Loss: 0.9432 || KD Loss: 0.3289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:19 || Estimated Time: 2 days, 10:41:46
2023-07-25 02:03:55,864 semantic_segmentation INFO: Iters: 30980/150000 || Lr: 0.016241 || Task Loss: 0.7404 || KD Loss: 0.2549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:38 || Estimated Time: 2 days, 10:41:31
2023-07-25 02:04:14,762 semantic_segmentation INFO: Iters: 30990/150000 || Lr: 0.016240 || Task Loss: 0.8350 || KD Loss: 0.2864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:57 || Estimated Time: 2 days, 10:41:18
2023-07-25 02:04:33,301 semantic_segmentation INFO: Iters: 31000/150000 || Lr: 0.016238 || Task Loss: 0.6554 || KD Loss: 0.2031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:15 || Estimated Time: 2 days, 10:41:03
2023-07-25 02:04:51,733 semantic_segmentation INFO: Iters: 31010/150000 || Lr: 0.016237 || Task Loss: 0.9208 || KD Loss: 0.3735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:34 || Estimated Time: 2 days, 10:40:48
2023-07-25 02:05:09,836 semantic_segmentation INFO: Iters: 31020/150000 || Lr: 0.016236 || Task Loss: 0.6677 || KD Loss: 0.2375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:52 || Estimated Time: 2 days, 10:40:31
2023-07-25 02:05:28,499 semantic_segmentation INFO: Iters: 31030/150000 || Lr: 0.016235 || Task Loss: 1.1295 || KD Loss: 0.3467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:10 || Estimated Time: 2 days, 10:40:17
2023-07-25 02:05:46,815 semantic_segmentation INFO: Iters: 31040/150000 || Lr: 0.016233 || Task Loss: 0.8530 || KD Loss: 0.3416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:29 || Estimated Time: 2 days, 10:40:01
2023-07-25 02:06:05,144 semantic_segmentation INFO: Iters: 31050/150000 || Lr: 0.016232 || Task Loss: 0.9179 || KD Loss: 0.3371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:47 || Estimated Time: 2 days, 10:39:46
2023-07-25 02:06:24,112 semantic_segmentation INFO: Iters: 31060/150000 || Lr: 0.016231 || Task Loss: 0.8276 || KD Loss: 0.2384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:06 || Estimated Time: 2 days, 10:39:33
2023-07-25 02:06:42,247 semantic_segmentation INFO: Iters: 31070/150000 || Lr: 0.016230 || Task Loss: 0.6348 || KD Loss: 0.2367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:24 || Estimated Time: 2 days, 10:39:17
2023-07-25 02:07:01,255 semantic_segmentation INFO: Iters: 31080/150000 || Lr: 0.016229 || Task Loss: 0.7069 || KD Loss: 0.2310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:43 || Estimated Time: 2 days, 10:39:04
2023-07-25 02:07:19,838 semantic_segmentation INFO: Iters: 31090/150000 || Lr: 0.016227 || Task Loss: 0.6029 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:02 || Estimated Time: 2 days, 10:38:49
2023-07-25 02:07:38,708 semantic_segmentation INFO: Iters: 31100/150000 || Lr: 0.016226 || Task Loss: 1.0813 || KD Loss: 0.4702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:20 || Estimated Time: 2 days, 10:38:35
2023-07-25 02:07:57,152 semantic_segmentation INFO: Iters: 31110/150000 || Lr: 0.016225 || Task Loss: 0.5915 || KD Loss: 0.2521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:39 || Estimated Time: 2 days, 10:38:20
2023-07-25 02:08:15,581 semantic_segmentation INFO: Iters: 31120/150000 || Lr: 0.016224 || Task Loss: 0.4562 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:57 || Estimated Time: 2 days, 10:38:05
2023-07-25 02:08:34,015 semantic_segmentation INFO: Iters: 31130/150000 || Lr: 0.016222 || Task Loss: 0.6892 || KD Loss: 0.2220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:16 || Estimated Time: 2 days, 10:37:50
2023-07-25 02:08:52,457 semantic_segmentation INFO: Iters: 31140/150000 || Lr: 0.016221 || Task Loss: 0.6801 || KD Loss: 0.1673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2413|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:34 || Estimated Time: 2 days, 10:37:35
2023-07-25 02:09:10,906 semantic_segmentation INFO: Iters: 31150/150000 || Lr: 0.016220 || Task Loss: 0.6759 || KD Loss: 0.2486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:53 || Estimated Time: 2 days, 10:37:20
2023-07-25 02:09:29,341 semantic_segmentation INFO: Iters: 31160/150000 || Lr: 0.016219 || Task Loss: 0.6035 || KD Loss: 0.1908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:11 || Estimated Time: 2 days, 10:37:05
2023-07-25 02:09:47,769 semantic_segmentation INFO: Iters: 31170/150000 || Lr: 0.016218 || Task Loss: 0.6778 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:30 || Estimated Time: 2 days, 10:36:49
2023-07-25 02:10:06,214 semantic_segmentation INFO: Iters: 31180/150000 || Lr: 0.016216 || Task Loss: 0.6878 || KD Loss: 0.2635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:48 || Estimated Time: 2 days, 10:36:34
2023-07-25 02:10:24,649 semantic_segmentation INFO: Iters: 31190/150000 || Lr: 0.016215 || Task Loss: 0.8473 || KD Loss: 0.3689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:06 || Estimated Time: 2 days, 10:36:19
2023-07-25 02:10:43,056 semantic_segmentation INFO: Iters: 31200/150000 || Lr: 0.016214 || Task Loss: 0.9996 || KD Loss: 0.3245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:25 || Estimated Time: 2 days, 10:36:04
2023-07-25 02:10:43,188 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 02:10:43,571 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.938, mIoU: 0.071
2023-07-25 02:10:43,599 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.920, mIoU: 0.110
2023-07-25 02:10:43,612 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.925, mIoU: 0.115
2023-07-25 02:10:43,627 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.938, mIoU: 0.117
2023-07-25 02:10:43,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.900, mIoU: 0.175
2023-07-25 02:10:43,654 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.863, mIoU: 0.179
2023-07-25 02:10:43,669 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.876, mIoU: 0.221
2023-07-25 02:10:43,684 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.887, mIoU: 0.229
2023-07-25 02:10:43,696 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.881, mIoU: 0.240
2023-07-25 02:10:43,711 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.870, mIoU: 0.239
2023-07-25 02:10:43,726 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.861, mIoU: 0.253
2023-07-25 02:10:43,741 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.870, mIoU: 0.270
2023-07-25 02:10:43,754 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.836, mIoU: 0.253
2023-07-25 02:10:43,769 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.839, mIoU: 0.246
2023-07-25 02:10:43,785 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.835, mIoU: 0.233
2023-07-25 02:10:43,799 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.841, mIoU: 0.230
2023-07-25 02:10:43,810 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.840, mIoU: 0.227
2023-07-25 02:10:43,824 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.839, mIoU: 0.224
2023-07-25 02:10:43,840 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.844, mIoU: 0.222
2023-07-25 02:10:43,857 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.849, mIoU: 0.264
2023-07-25 02:10:43,873 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.856, mIoU: 0.283
2023-07-25 02:10:43,889 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.858, mIoU: 0.283
2023-07-25 02:10:43,905 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.855, mIoU: 0.307
2023-07-25 02:10:43,922 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.860, mIoU: 0.323
2023-07-25 02:10:43,938 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.864, mIoU: 0.328
2023-07-25 02:10:43,953 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.865, mIoU: 0.339
2023-07-25 02:10:43,969 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.867, mIoU: 0.340
2023-07-25 02:10:43,982 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.870, mIoU: 0.340
2023-07-25 02:10:43,999 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.867, mIoU: 0.333
2023-07-25 02:10:44,015 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-25 02:10:44,030 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.870, mIoU: 0.334
2023-07-25 02:10:44,046 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.873, mIoU: 0.335
2023-07-25 02:10:44,062 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.876, mIoU: 0.340
2023-07-25 02:10:44,078 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.877, mIoU: 0.339
2023-07-25 02:10:44,094 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.349
2023-07-25 02:10:44,110 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.878, mIoU: 0.350
2023-07-25 02:10:44,124 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.353
2023-07-25 02:10:44,137 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.883, mIoU: 0.384
2023-07-25 02:10:44,154 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.883, mIoU: 0.386
2023-07-25 02:10:44,169 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.882, mIoU: 0.384
2023-07-25 02:10:44,183 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.880, mIoU: 0.403
2023-07-25 02:10:44,200 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.882, mIoU: 0.403
2023-07-25 02:10:44,216 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.880, mIoU: 0.406
2023-07-25 02:10:44,231 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.405
2023-07-25 02:10:44,249 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.880, mIoU: 0.408
2023-07-25 02:10:44,265 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.412
2023-07-25 02:10:44,280 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.417
2023-07-25 02:10:44,294 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.876, mIoU: 0.407
2023-07-25 02:10:44,310 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.409
2023-07-25 02:10:44,328 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.877, mIoU: 0.406
2023-07-25 02:10:44,345 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.878, mIoU: 0.407
2023-07-25 02:10:44,362 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.880, mIoU: 0.407
2023-07-25 02:10:44,376 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.881, mIoU: 0.406
2023-07-25 02:10:44,393 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.880, mIoU: 0.403
2023-07-25 02:10:44,409 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.879, mIoU: 0.405
2023-07-25 02:10:44,424 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.878, mIoU: 0.403
2023-07-25 02:10:44,440 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.878, mIoU: 0.401
2023-07-25 02:10:44,459 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.400
2023-07-25 02:10:44,473 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.881, mIoU: 0.403
2023-07-25 02:10:44,489 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.873, mIoU: 0.422
2023-07-25 02:10:44,503 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.873, mIoU: 0.425
2023-07-25 02:10:44,519 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.873, mIoU: 0.422
2023-07-25 02:10:44,532 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.875, mIoU: 0.422
2023-07-25 02:10:44,551 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.873, mIoU: 0.424
2023-07-25 02:10:44,565 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.875, mIoU: 0.430
2023-07-25 02:10:44,581 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.875, mIoU: 0.430
2023-07-25 02:10:44,598 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.877, mIoU: 0.430
2023-07-25 02:10:44,613 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.875, mIoU: 0.429
2023-07-25 02:10:44,629 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.876, mIoU: 0.430
2023-07-25 02:10:44,646 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.873, mIoU: 0.429
2023-07-25 02:10:44,663 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.873, mIoU: 0.447
2023-07-25 02:10:44,678 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.874, mIoU: 0.448
2023-07-25 02:10:44,695 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.872, mIoU: 0.439
2023-07-25 02:10:44,712 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.873, mIoU: 0.437
2023-07-25 02:10:44,728 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.874, mIoU: 0.444
2023-07-25 02:10:44,744 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.864, mIoU: 0.432
2023-07-25 02:10:44,761 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.861, mIoU: 0.430
2023-07-25 02:10:44,771 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.860, mIoU: 0.429
2023-07-25 02:10:44,788 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 02:10:44,805 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 02:10:44,819 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 02:10:44,835 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 02:10:44,852 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 02:10:44,868 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.857, mIoU: 0.429
2023-07-25 02:10:44,885 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 02:10:44,901 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 02:10:44,916 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.857, mIoU: 0.427
2023-07-25 02:10:44,932 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.854, mIoU: 0.421
2023-07-25 02:10:44,948 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 02:10:44,962 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-25 02:10:44,978 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.853, mIoU: 0.426
2023-07-25 02:10:44,995 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 02:10:45,012 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.853, mIoU: 0.429
2023-07-25 02:10:45,029 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.854, mIoU: 0.444
2023-07-25 02:10:45,045 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.852, mIoU: 0.442
2023-07-25 02:10:45,062 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.852, mIoU: 0.442
2023-07-25 02:10:45,077 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.853, mIoU: 0.442
2023-07-25 02:10:45,091 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.855, mIoU: 0.445
2023-07-25 02:10:45,108 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.856, mIoU: 0.445
2023-07-25 02:10:45,122 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.856, mIoU: 0.445
2023-07-25 02:10:45,139 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.857, mIoU: 0.445
2023-07-25 02:10:45,155 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.857, mIoU: 0.444
2023-07-25 02:10:45,169 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.858, mIoU: 0.444
2023-07-25 02:10:45,186 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.856, mIoU: 0.443
2023-07-25 02:10:45,202 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.856, mIoU: 0.440
2023-07-25 02:10:45,216 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.857, mIoU: 0.445
2023-07-25 02:10:45,232 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.857, mIoU: 0.446
2023-07-25 02:10:45,248 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.858, mIoU: 0.447
2023-07-25 02:10:45,263 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.857, mIoU: 0.446
2023-07-25 02:10:45,277 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.857, mIoU: 0.444
2023-07-25 02:10:45,291 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.858, mIoU: 0.448
2023-07-25 02:10:45,305 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.859, mIoU: 0.448
2023-07-25 02:10:45,321 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 02:10:45,337 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 02:10:45,353 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:10:45,367 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:10:45,381 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.858, mIoU: 0.443
2023-07-25 02:10:45,397 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.858, mIoU: 0.442
2023-07-25 02:10:45,412 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.858, mIoU: 0.441
2023-07-25 02:10:45,428 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 02:10:45,445 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 02:10:45,460 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 02:10:45,475 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 02:10:45,492 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 02:10:45,508 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-25 02:10:45,517 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 02:10:45,530 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 02:10:45,547 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.858, mIoU: 0.427
2023-07-25 02:10:45,557 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 02:10:45,571 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 02:10:45,587 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 02:10:45,604 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 02:10:45,618 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 02:10:45,635 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 02:10:45,649 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.860, mIoU: 0.442
2023-07-25 02:10:45,663 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 02:10:45,680 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 02:10:45,694 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 02:10:45,710 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 02:10:45,725 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 02:10:45,741 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 02:10:45,757 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 02:10:45,773 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.861, mIoU: 0.443
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2023-07-25 02:10:49,198 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.862, mIoU: 0.455
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2023-07-25 02:10:49,231 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.861, mIoU: 0.451
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2023-07-25 02:10:49,262 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.860, mIoU: 0.449
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2023-07-25 02:10:49,863 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.864, mIoU: 0.442
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2023-07-25 02:10:49,926 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.865, mIoU: 0.441
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2023-07-25 02:10:50,493 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.864, mIoU: 0.449
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2023-07-25 02:10:50,904 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.864, mIoU: 0.447
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2023-07-25 02:10:51,114 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.866, mIoU: 0.453
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2023-07-25 02:10:51,316 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.867, mIoU: 0.455
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2023-07-25 02:10:51,994 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 02:10:52,008 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 02:10:52,025 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 02:10:52,042 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:52,059 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:52,073 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 02:10:52,088 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,104 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,120 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,137 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,151 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 02:10:52,167 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:10:52,184 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:10:52,200 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:10:52,214 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:10:52,231 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,247 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,261 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,277 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,293 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,309 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,325 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,339 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,356 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,373 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,391 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-25 02:10:52,402 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,419 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 02:10:52,436 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,450 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 02:10:52,466 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,481 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,498 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,515 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,531 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-25 02:10:52,545 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 02:10:52,559 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-25 02:10:52,573 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-25 02:10:52,589 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-25 02:10:52,605 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,622 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 02:10:52,637 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 02:10:52,653 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,667 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:52,683 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.866, mIoU: 0.454
2023-07-25 02:10:52,699 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.866, mIoU: 0.454
2023-07-25 02:10:52,713 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:52,729 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:52,745 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:52,760 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,776 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,793 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,805 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:52,821 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,838 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:52,853 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,869 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,885 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,898 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,914 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,930 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,946 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,960 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 02:10:52,976 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:52,991 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 02:10:53,008 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 02:10:53,024 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 02:10:53,040 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 02:10:53,056 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-25 02:10:53,072 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-25 02:10:53,088 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-25 02:10:53,103 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 02:10:53,117 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 02:10:53,133 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:10:53,148 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:10:53,164 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 02:10:53,178 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 02:10:53,195 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,209 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,226 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:53,242 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,259 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,275 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,291 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-25 02:10:53,307 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:10:53,322 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:10:53,338 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,353 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:10:53,369 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,389 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,405 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,421 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,432 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,446 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,462 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,476 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:10:53,492 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:10:53,506 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:10:53,520 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,536 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,553 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,569 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:10:53,586 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:10:53,600 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,616 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:10:53,630 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,646 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,662 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,679 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,695 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 02:10:53,711 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,727 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,741 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,757 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:10:53,773 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,787 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,801 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,817 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:10:53,833 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,849 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:10:53,863 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:10:53,879 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.865, mIoU: 0.456
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2023-07-25 02:10:53,911 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.865, mIoU: 0.457
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2023-07-25 02:10:53,939 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,947 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,962 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 02:10:53,979 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 02:10:53,994 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.865, mIoU: 0.459
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2023-07-25 02:10:54,028 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.866, mIoU: 0.458
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2023-07-25 02:10:54,062 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 02:10:54,078 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:54,092 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:54,108 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:54,123 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:54,140 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 02:10:54,156 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 02:10:54,170 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 02:10:54,184 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 02:10:54,198 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 02:10:54,213 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 02:10:54,227 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 02:10:54,241 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 02:10:54,255 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 02:10:54,271 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 02:10:54,287 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 02:10:54,300 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 02:10:54,315 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 02:10:54,329 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:54,341 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:54,357 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 02:10:54,373 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 02:10:54,389 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.867, mIoU: 0.464
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2023-07-25 02:10:54,422 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.868, mIoU: 0.464
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2023-07-25 02:10:54,597 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.867, mIoU: 0.464
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2023-07-25 02:10:54,739 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.868, mIoU: 0.466
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2023-07-25 02:10:54,799 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 02:10:54,815 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:54,830 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:54,848 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.869, mIoU: 0.466
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2023-07-25 02:10:54,973 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:54,989 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:55,002 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.869, mIoU: 0.468
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2023-07-25 02:10:55,031 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:10:55,045 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 02:10:55,061 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:55,079 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,093 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,109 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,123 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,139 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,155 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,169 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,183 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,199 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,215 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,229 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,245 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,262 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,277 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,291 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,307 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:55,324 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:55,342 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,356 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,371 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,385 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,402 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,415 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,429 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,446 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,462 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,477 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,494 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:55,511 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,528 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,544 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:55,558 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,571 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:55,587 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,601 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,615 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:55,629 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:55,646 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:55,661 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,676 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,692 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,709 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,726 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,743 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,758 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,772 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.869, mIoU: 0.461
2023-07-25 02:10:55,789 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.869, mIoU: 0.461
2023-07-25 02:10:55,806 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,823 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,839 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,853 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:55,867 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:55,880 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,897 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,913 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,928 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,944 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,955 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,969 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:55,985 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:56,000 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:56,014 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 02:10:56,030 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:56,044 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 02:10:56,061 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,076 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,092 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,107 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,123 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,140 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,154 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,171 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,188 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,204 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,220 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,237 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:56,253 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,269 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,284 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,300 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,315 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,329 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,343 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,357 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,374 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,389 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,407 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,423 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,435 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,451 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,469 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,485 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,500 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,517 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,534 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,548 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,563 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,580 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,596 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,611 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,623 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,642 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:56,658 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:56,675 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:56,689 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:56,706 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 02:10:56,722 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-25 02:10:56,739 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,755 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,769 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,786 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,800 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,816 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 02:10:56,832 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 02:10:56,846 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:56,863 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,877 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,893 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,909 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,926 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,941 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,957 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:56,972 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:56,987 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,004 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,020 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,036 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:57,052 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:57,063 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:57,078 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:57,092 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,109 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,125 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,142 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,157 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,173 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,190 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,206 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 02:10:57,223 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,240 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,255 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,272 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,288 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,304 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,318 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,334 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,350 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,367 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,381 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,397 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,412 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,426 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,441 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,457 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:57,470 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:57,486 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:57,500 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:10:57,516 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,532 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,548 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,565 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,581 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,597 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,611 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,625 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:57,641 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,655 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,669 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,685 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,702 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,718 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:57,736 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,750 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,764 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:57,782 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,798 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,812 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,829 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,843 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,860 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,875 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,892 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,908 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,924 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:57,934 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,951 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,967 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,981 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:57,996 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,012 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,028 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,042 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,057 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,073 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,089 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.869, mIoU: 0.461
2023-07-25 02:10:58,105 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,122 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,140 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,157 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,171 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,187 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,203 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,219 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 02:10:58,232 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.869, mIoU: 0.461
2023-07-25 02:10:58,248 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,265 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,281 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,289 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,303 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,317 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,331 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.869, mIoU: 0.462
2023-07-25 02:10:58,343 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,360 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,375 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,392 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,404 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,419 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,435 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,446 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,464 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,478 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,495 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,511 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,528 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,544 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,556 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,571 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,587 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,604 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,619 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,635 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,649 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,660 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:58,672 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:58,686 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:58,698 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,714 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:58,729 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,745 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,762 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 02:10:58,779 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,794 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,811 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,827 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:58,843 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,860 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,875 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,891 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,907 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,924 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,938 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,952 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 02:10:58,968 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,982 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:58,999 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:59,013 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:59,029 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:59,045 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,064 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,080 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,094 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,111 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,127 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,144 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,161 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,175 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,189 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,206 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,222 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,238 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 02:10:59,254 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,271 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 02:10:59,288 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 02:10:59,304 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,320 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,334 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,350 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,361 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,375 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,391 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:10:59,403 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 02:10:59,419 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 02:10:59,435 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,450 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:59,467 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,483 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,499 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 02:10:59,514 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,527 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,544 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,558 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,574 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,590 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,604 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,620 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,634 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,650 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,666 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,682 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,698 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,714 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,728 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,741 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,758 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,772 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,786 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,802 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:59,818 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:59,834 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:59,848 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:10:59,861 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,878 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,894 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,911 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,925 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,939 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:10:59,955 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,971 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 02:10:59,987 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:11:00,003 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:11:00,019 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:11:00,035 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,050 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,067 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,083 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,099 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 02:11:00,115 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,131 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,145 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,161 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:11:00,177 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:11:00,194 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:11:00,207 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:11:00,223 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 02:11:00,239 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,255 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,269 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,285 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,300 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 02:11:00,315 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,331 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,348 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:11:00,364 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 02:11:00,378 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 02:11:00,395 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 02:11:00,412 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 02:11:00,427 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.868, mIoU: 0.468
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2023-07-25 02:11:00,512 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.868, mIoU: 0.468
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2023-07-25 02:11:00,574 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.868, mIoU: 0.468
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2023-07-25 02:11:00,607 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 02:11:00,623 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 02:11:00,642 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.869, mIoU: 0.469
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2023-07-25 02:11:00,690 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 02:11:00,704 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.869, mIoU: 0.469
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2023-07-25 02:11:00,751 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,764 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,778 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,794 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,810 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,825 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,841 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,855 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,871 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,885 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,899 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 02:11:00,915 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,932 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,947 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,963 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:00,978 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:00,994 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,010 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,027 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,043 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,057 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,074 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,088 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,102 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,115 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,131 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,147 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,163 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,179 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,190 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 02:11:01,204 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,221 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,238 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,252 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,268 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,284 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,300 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,314 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,328 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,344 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,358 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,374 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,387 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,401 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,417 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,433 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,449 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,465 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 02:11:01,479 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,495 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,511 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,524 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,540 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,556 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,572 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,588 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 02:11:01,601 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 02:11:01,615 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,631 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,647 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 02:11:01,662 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,676 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,691 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,709 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,723 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,734 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,750 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,766 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,782 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,799 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,813 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 02:11:01,829 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 02:11:01,844 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 02:11:01,858 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 02:11:01,875 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 02:11:01,891 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 02:11:01,907 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 02:11:01,924 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 02:11:01,941 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 02:11:01,956 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 02:11:01,971 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 02:11:01,987 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 02:11:02,001 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 02:11:02,016 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 02:11:02,032 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 02:11:02,049 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,062 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 02:11:02,078 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 02:11:02,090 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,105 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,122 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,137 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,150 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,166 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,183 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,199 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,211 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,228 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,244 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,255 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,271 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,287 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,303 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,317 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,330 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 02:11:02,346 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,361 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:02,376 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,390 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:02,407 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,421 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,435 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,451 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,466 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,482 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:02,498 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:02,515 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,529 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,545 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,560 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:02,575 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,591 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:02,605 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,619 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,636 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,652 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,668 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,682 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:02,696 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,712 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,728 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,741 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,755 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,771 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,786 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,802 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,818 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,834 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,851 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,866 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,881 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,897 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,911 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,927 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,943 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:02,959 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,974 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:02,990 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 02:11:03,006 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,021 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,037 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,052 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,068 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,085 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,100 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,116 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,132 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,146 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,159 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,175 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,191 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,205 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,221 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,238 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,254 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,270 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,286 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,302 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,318 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,333 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,347 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,361 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,375 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,389 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,406 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:03,422 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:03,436 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:03,450 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,466 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,478 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,493 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:03,510 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,526 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,542 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,558 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,571 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,587 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,603 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,616 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,633 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,649 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,666 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:03,680 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,696 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,712 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:03,728 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:03,743 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,757 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,772 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,788 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,804 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:03,819 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,833 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,849 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,865 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,881 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,897 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,913 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,929 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,946 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,956 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,971 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,985 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:03,999 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:04,017 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:04,033 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:04,049 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:04,063 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,077 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,093 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,109 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,125 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,142 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,158 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,173 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,189 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,206 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,221 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,237 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,253 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,266 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,282 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,294 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,310 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,326 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,341 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,357 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,370 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,384 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,398 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,414 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:04,428 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,443 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,457 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,473 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,489 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,505 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,519 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,535 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,553 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,570 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,586 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,602 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:04,610 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:04,626 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,640 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,654 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,670 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,687 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,702 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,719 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,735 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,751 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,768 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,782 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,798 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,815 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:04,831 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,847 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,863 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,881 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,895 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,910 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:04,926 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,943 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,957 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 02:11:04,970 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:04,986 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:05,002 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 02:11:05,018 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:05,033 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,049 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,065 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,081 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,094 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,110 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,124 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,140 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,157 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,173 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,188 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,202 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,218 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,234 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,250 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,265 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,282 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,299 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,315 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,329 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 02:11:05,345 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,360 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,376 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,392 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,408 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,424 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,440 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,456 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,466 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,481 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,495 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,511 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,526 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,542 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,558 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,569 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,579 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,597 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 02:11:05,612 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,628 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,641 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,656 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,672 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,687 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,703 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 02:11:05,719 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 02:11:05,734 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:05,750 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 02:11:05,764 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:05,779 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 02:11:05,795 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:05,811 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 02:11:05,825 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,841 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,856 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 02:11:05,872 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 02:11:05,889 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 02:11:05,902 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 02:11:05,917 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 02:11:05,933 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-25 02:11:05,951 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-25 02:11:23,712 semantic_segmentation INFO: Iters: 31210/150000 || Lr: 0.016213 || Task Loss: 0.7801 || KD Loss: 0.2873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:05 || Estimated Time: 2 days, 10:37:13
2023-07-25 02:11:42,576 semantic_segmentation INFO: Iters: 31220/150000 || Lr: 0.016211 || Task Loss: 0.5750 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:24 || Estimated Time: 2 days, 10:36:59
2023-07-25 02:12:01,569 semantic_segmentation INFO: Iters: 31230/150000 || Lr: 0.016210 || Task Loss: 0.7499 || KD Loss: 0.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:43 || Estimated Time: 2 days, 10:36:46
2023-07-25 02:12:19,469 semantic_segmentation INFO: Iters: 31240/150000 || Lr: 0.016209 || Task Loss: 0.8324 || KD Loss: 0.3540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:01 || Estimated Time: 2 days, 10:36:29
2023-07-25 02:12:38,134 semantic_segmentation INFO: Iters: 31250/150000 || Lr: 0.016208 || Task Loss: 0.6767 || KD Loss: 0.2232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:20 || Estimated Time: 2 days, 10:36:15
2023-07-25 02:12:56,414 semantic_segmentation INFO: Iters: 31260/150000 || Lr: 0.016206 || Task Loss: 0.8093 || KD Loss: 0.2727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:38 || Estimated Time: 2 days, 10:35:59
2023-07-25 02:13:15,143 semantic_segmentation INFO: Iters: 31270/150000 || Lr: 0.016205 || Task Loss: 1.2887 || KD Loss: 0.5461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:57 || Estimated Time: 2 days, 10:35:45
2023-07-25 02:13:33,868 semantic_segmentation INFO: Iters: 31280/150000 || Lr: 0.016204 || Task Loss: 0.7884 || KD Loss: 0.2323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:16 || Estimated Time: 2 days, 10:35:31
2023-07-25 02:13:52,290 semantic_segmentation INFO: Iters: 31290/150000 || Lr: 0.016203 || Task Loss: 0.8641 || KD Loss: 0.3552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:34 || Estimated Time: 2 days, 10:35:15
2023-07-25 02:14:10,486 semantic_segmentation INFO: Iters: 31300/150000 || Lr: 0.016202 || Task Loss: 0.6469 || KD Loss: 0.1826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:52 || Estimated Time: 2 days, 10:34:59
2023-07-25 02:14:29,548 semantic_segmentation INFO: Iters: 31310/150000 || Lr: 0.016200 || Task Loss: 0.7674 || KD Loss: 0.2020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:11 || Estimated Time: 2 days, 10:34:46
2023-07-25 02:14:48,092 semantic_segmentation INFO: Iters: 31320/150000 || Lr: 0.016199 || Task Loss: 1.0808 || KD Loss: 0.4010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:30 || Estimated Time: 2 days, 10:34:32
2023-07-25 02:15:06,539 semantic_segmentation INFO: Iters: 31330/150000 || Lr: 0.016198 || Task Loss: 0.7388 || KD Loss: 0.2481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:48 || Estimated Time: 2 days, 10:34:16
2023-07-25 02:15:24,866 semantic_segmentation INFO: Iters: 31340/150000 || Lr: 0.016197 || Task Loss: 0.7699 || KD Loss: 0.2395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:07 || Estimated Time: 2 days, 10:34:01
2023-07-25 02:15:43,487 semantic_segmentation INFO: Iters: 31350/150000 || Lr: 0.016195 || Task Loss: 0.8020 || KD Loss: 0.2326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:25 || Estimated Time: 2 days, 10:33:46
2023-07-25 02:16:02,165 semantic_segmentation INFO: Iters: 31360/150000 || Lr: 0.016194 || Task Loss: 0.9129 || KD Loss: 0.2741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:44 || Estimated Time: 2 days, 10:33:32
2023-07-25 02:16:20,403 semantic_segmentation INFO: Iters: 31370/150000 || Lr: 0.016193 || Task Loss: 0.6491 || KD Loss: 0.2358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:02 || Estimated Time: 2 days, 10:33:16
2023-07-25 02:16:38,846 semantic_segmentation INFO: Iters: 31380/150000 || Lr: 0.016192 || Task Loss: 0.6756 || KD Loss: 0.2247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:21 || Estimated Time: 2 days, 10:33:01
2023-07-25 02:16:57,686 semantic_segmentation INFO: Iters: 31390/150000 || Lr: 0.016191 || Task Loss: 1.1233 || KD Loss: 0.4632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:39 || Estimated Time: 2 days, 10:32:47
2023-07-25 02:17:16,616 semantic_segmentation INFO: Iters: 31400/150000 || Lr: 0.016189 || Task Loss: 0.8777 || KD Loss: 0.3299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:58 || Estimated Time: 2 days, 10:32:34
2023-07-25 02:17:34,778 semantic_segmentation INFO: Iters: 31410/150000 || Lr: 0.016188 || Task Loss: 0.8451 || KD Loss: 0.3346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:30:17 || Estimated Time: 2 days, 10:32:17
2023-07-25 02:17:53,234 semantic_segmentation INFO: Iters: 31420/150000 || Lr: 0.016187 || Task Loss: 0.9025 || KD Loss: 0.3321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:30:35 || Estimated Time: 2 days, 10:32:02
2023-07-25 02:18:11,731 semantic_segmentation INFO: Iters: 31430/150000 || Lr: 0.016186 || Task Loss: 0.8944 || KD Loss: 0.3246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:30:54 || Estimated Time: 2 days, 10:31:47
2023-07-25 02:18:30,543 semantic_segmentation INFO: Iters: 31440/150000 || Lr: 0.016184 || Task Loss: 0.6461 || KD Loss: 0.2387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:12 || Estimated Time: 2 days, 10:31:33
2023-07-25 02:18:49,183 semantic_segmentation INFO: Iters: 31450/150000 || Lr: 0.016183 || Task Loss: 0.9438 || KD Loss: 0.3646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:31 || Estimated Time: 2 days, 10:31:19
2023-07-25 02:19:07,868 semantic_segmentation INFO: Iters: 31460/150000 || Lr: 0.016182 || Task Loss: 0.6849 || KD Loss: 0.2009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:50 || Estimated Time: 2 days, 10:31:04
2023-07-25 02:19:26,456 semantic_segmentation INFO: Iters: 31470/150000 || Lr: 0.016181 || Task Loss: 0.6985 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:08 || Estimated Time: 2 days, 10:30:50
2023-07-25 02:19:45,075 semantic_segmentation INFO: Iters: 31480/150000 || Lr: 0.016179 || Task Loss: 0.4942 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:27 || Estimated Time: 2 days, 10:30:35
2023-07-25 02:20:03,654 semantic_segmentation INFO: Iters: 31490/150000 || Lr: 0.016178 || Task Loss: 1.0239 || KD Loss: 0.3831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:45 || Estimated Time: 2 days, 10:30:20
2023-07-25 02:20:21,811 semantic_segmentation INFO: Iters: 31500/150000 || Lr: 0.016177 || Task Loss: 0.6872 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:04 || Estimated Time: 2 days, 10:30:04
2023-07-25 02:20:40,129 semantic_segmentation INFO: Iters: 31510/150000 || Lr: 0.016176 || Task Loss: 0.5543 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:22 || Estimated Time: 2 days, 10:29:48
2023-07-25 02:20:58,564 semantic_segmentation INFO: Iters: 31520/150000 || Lr: 0.016175 || Task Loss: 0.8118 || KD Loss: 0.2795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:40 || Estimated Time: 2 days, 10:29:33
2023-07-25 02:21:16,999 semantic_segmentation INFO: Iters: 31530/150000 || Lr: 0.016173 || Task Loss: 0.9754 || KD Loss: 0.3854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:59 || Estimated Time: 2 days, 10:29:18
2023-07-25 02:21:35,426 semantic_segmentation INFO: Iters: 31540/150000 || Lr: 0.016172 || Task Loss: 0.6979 || KD Loss: 0.2630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:17 || Estimated Time: 2 days, 10:29:02
2023-07-25 02:21:53,864 semantic_segmentation INFO: Iters: 31550/150000 || Lr: 0.016171 || Task Loss: 1.0265 || KD Loss: 0.3668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:36 || Estimated Time: 2 days, 10:28:47
2023-07-25 02:22:12,295 semantic_segmentation INFO: Iters: 31560/150000 || Lr: 0.016170 || Task Loss: 0.8456 || KD Loss: 0.2230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:54 || Estimated Time: 2 days, 10:28:32
2023-07-25 02:22:30,728 semantic_segmentation INFO: Iters: 31570/150000 || Lr: 0.016168 || Task Loss: 0.8682 || KD Loss: 0.2780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:13 || Estimated Time: 2 days, 10:28:17
2023-07-25 02:22:49,150 semantic_segmentation INFO: Iters: 31580/150000 || Lr: 0.016167 || Task Loss: 0.9566 || KD Loss: 0.3628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:31 || Estimated Time: 2 days, 10:28:01
2023-07-25 02:23:07,578 semantic_segmentation INFO: Iters: 31590/150000 || Lr: 0.016166 || Task Loss: 0.9528 || KD Loss: 0.4064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:49 || Estimated Time: 2 days, 10:27:46
2023-07-25 02:23:26,019 semantic_segmentation INFO: Iters: 31600/150000 || Lr: 0.016165 || Task Loss: 0.6739 || KD Loss: 0.3240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:08 || Estimated Time: 2 days, 10:27:31
2023-07-25 02:23:44,452 semantic_segmentation INFO: Iters: 31610/150000 || Lr: 0.016163 || Task Loss: 0.6585 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:26 || Estimated Time: 2 days, 10:27:15
2023-07-25 02:24:02,888 semantic_segmentation INFO: Iters: 31620/150000 || Lr: 0.016162 || Task Loss: 0.8685 || KD Loss: 0.3585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:45 || Estimated Time: 2 days, 10:27:00
2023-07-25 02:24:21,304 semantic_segmentation INFO: Iters: 31630/150000 || Lr: 0.016161 || Task Loss: 0.4849 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:03 || Estimated Time: 2 days, 10:26:45
2023-07-25 02:24:39,737 semantic_segmentation INFO: Iters: 31640/150000 || Lr: 0.016160 || Task Loss: 0.6869 || KD Loss: 0.2222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:22 || Estimated Time: 2 days, 10:26:29
2023-07-25 02:24:58,171 semantic_segmentation INFO: Iters: 31650/150000 || Lr: 0.016159 || Task Loss: 0.7065 || KD Loss: 0.1892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:40 || Estimated Time: 2 days, 10:26:14
2023-07-25 02:25:16,604 semantic_segmentation INFO: Iters: 31660/150000 || Lr: 0.016157 || Task Loss: 0.8212 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:58 || Estimated Time: 2 days, 10:25:59
2023-07-25 02:25:35,046 semantic_segmentation INFO: Iters: 31670/150000 || Lr: 0.016156 || Task Loss: 0.7090 || KD Loss: 0.2588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:17 || Estimated Time: 2 days, 10:25:43
2023-07-25 02:25:53,472 semantic_segmentation INFO: Iters: 31680/150000 || Lr: 0.016155 || Task Loss: 0.9309 || KD Loss: 0.3600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:35 || Estimated Time: 2 days, 10:25:28
2023-07-25 02:26:11,897 semantic_segmentation INFO: Iters: 31690/150000 || Lr: 0.016154 || Task Loss: 0.8370 || KD Loss: 0.3531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:54 || Estimated Time: 2 days, 10:25:13
2023-07-25 02:26:30,019 semantic_segmentation INFO: Iters: 31700/150000 || Lr: 0.016152 || Task Loss: 0.6050 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:12 || Estimated Time: 2 days, 10:24:56
2023-07-25 02:26:48,619 semantic_segmentation INFO: Iters: 31710/150000 || Lr: 0.016151 || Task Loss: 0.7386 || KD Loss: 0.2509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:30 || Estimated Time: 2 days, 10:24:42
2023-07-25 02:27:06,993 semantic_segmentation INFO: Iters: 31720/150000 || Lr: 0.016150 || Task Loss: 1.0374 || KD Loss: 0.3369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2428|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:49 || Estimated Time: 2 days, 10:24:26
2023-07-25 02:27:25,267 semantic_segmentation INFO: Iters: 31730/150000 || Lr: 0.016149 || Task Loss: 0.7484 || KD Loss: 0.2008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:07 || Estimated Time: 2 days, 10:24:10
2023-07-25 02:27:43,759 semantic_segmentation INFO: Iters: 31740/150000 || Lr: 0.016147 || Task Loss: 0.5804 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:26 || Estimated Time: 2 days, 10:23:55
2023-07-25 02:28:02,076 semantic_segmentation INFO: Iters: 31750/150000 || Lr: 0.016146 || Task Loss: 0.5312 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:44 || Estimated Time: 2 days, 10:23:39
2023-07-25 02:28:20,298 semantic_segmentation INFO: Iters: 31760/150000 || Lr: 0.016145 || Task Loss: 0.6024 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:02 || Estimated Time: 2 days, 10:23:23
2023-07-25 02:28:38,741 semantic_segmentation INFO: Iters: 31770/150000 || Lr: 0.016144 || Task Loss: 1.0976 || KD Loss: 0.4635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:21 || Estimated Time: 2 days, 10:23:08
2023-07-25 02:28:57,168 semantic_segmentation INFO: Iters: 31780/150000 || Lr: 0.016143 || Task Loss: 0.7632 || KD Loss: 0.2584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:39 || Estimated Time: 2 days, 10:22:52
2023-07-25 02:29:15,602 semantic_segmentation INFO: Iters: 31790/150000 || Lr: 0.016141 || Task Loss: 0.8738 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:57 || Estimated Time: 2 days, 10:22:37
2023-07-25 02:29:34,023 semantic_segmentation INFO: Iters: 31800/150000 || Lr: 0.016140 || Task Loss: 1.0569 || KD Loss: 0.3187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:16 || Estimated Time: 2 days, 10:22:22
2023-07-25 02:29:52,457 semantic_segmentation INFO: Iters: 31810/150000 || Lr: 0.016139 || Task Loss: 0.9288 || KD Loss: 0.3600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:34 || Estimated Time: 2 days, 10:22:06
2023-07-25 02:30:10,894 semantic_segmentation INFO: Iters: 31820/150000 || Lr: 0.016138 || Task Loss: 1.1492 || KD Loss: 0.4063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:53 || Estimated Time: 2 days, 10:21:51
2023-07-25 02:30:29,322 semantic_segmentation INFO: Iters: 31830/150000 || Lr: 0.016136 || Task Loss: 0.8592 || KD Loss: 0.3108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:11 || Estimated Time: 2 days, 10:21:36
2023-07-25 02:30:47,292 semantic_segmentation INFO: Iters: 31840/150000 || Lr: 0.016135 || Task Loss: 0.6886 || KD Loss: 0.2149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:29 || Estimated Time: 2 days, 10:21:19
2023-07-25 02:31:05,765 semantic_segmentation INFO: Iters: 31850/150000 || Lr: 0.016134 || Task Loss: 0.6875 || KD Loss: 0.2908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:48 || Estimated Time: 2 days, 10:21:03
2023-07-25 02:31:24,195 semantic_segmentation INFO: Iters: 31860/150000 || Lr: 0.016133 || Task Loss: 0.7390 || KD Loss: 0.2587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:06 || Estimated Time: 2 days, 10:20:48
2023-07-25 02:31:42,625 semantic_segmentation INFO: Iters: 31870/150000 || Lr: 0.016132 || Task Loss: 0.8458 || KD Loss: 0.3216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:24 || Estimated Time: 2 days, 10:20:33
2023-07-25 02:32:00,787 semantic_segmentation INFO: Iters: 31880/150000 || Lr: 0.016130 || Task Loss: 0.6453 || KD Loss: 0.2405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:43 || Estimated Time: 2 days, 10:20:16
2023-07-25 02:32:19,602 semantic_segmentation INFO: Iters: 31890/150000 || Lr: 0.016129 || Task Loss: 0.8623 || KD Loss: 0.4237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:01 || Estimated Time: 2 days, 10:20:02
2023-07-25 02:32:38,036 semantic_segmentation INFO: Iters: 31900/150000 || Lr: 0.016128 || Task Loss: 0.6870 || KD Loss: 0.2498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:20 || Estimated Time: 2 days, 10:19:47
2023-07-25 02:32:56,251 semantic_segmentation INFO: Iters: 31910/150000 || Lr: 0.016127 || Task Loss: 0.8630 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:38 || Estimated Time: 2 days, 10:19:31
2023-07-25 02:33:14,869 semantic_segmentation INFO: Iters: 31920/150000 || Lr: 0.016125 || Task Loss: 0.7131 || KD Loss: 0.2163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:57 || Estimated Time: 2 days, 10:19:16
2023-07-25 02:33:33,275 semantic_segmentation INFO: Iters: 31930/150000 || Lr: 0.016124 || Task Loss: 0.5499 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:15 || Estimated Time: 2 days, 10:19:01
2023-07-25 02:33:51,412 semantic_segmentation INFO: Iters: 31940/150000 || Lr: 0.016123 || Task Loss: 0.8535 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:33 || Estimated Time: 2 days, 10:18:44
2023-07-25 02:34:10,021 semantic_segmentation INFO: Iters: 31950/150000 || Lr: 0.016122 || Task Loss: 0.7236 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:52 || Estimated Time: 2 days, 10:18:29
2023-07-25 02:34:28,376 semantic_segmentation INFO: Iters: 31960/150000 || Lr: 0.016120 || Task Loss: 0.5196 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:10 || Estimated Time: 2 days, 10:18:14
2023-07-25 02:34:47,131 semantic_segmentation INFO: Iters: 31970/150000 || Lr: 0.016119 || Task Loss: 0.7120 || KD Loss: 0.2350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:29 || Estimated Time: 2 days, 10:17:59
2023-07-25 02:35:05,248 semantic_segmentation INFO: Iters: 31980/150000 || Lr: 0.016118 || Task Loss: 0.9860 || KD Loss: 0.3063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:47 || Estimated Time: 2 days, 10:17:43
2023-07-25 02:35:23,490 semantic_segmentation INFO: Iters: 31990/150000 || Lr: 0.016117 || Task Loss: 1.2260 || KD Loss: 0.4868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:05 || Estimated Time: 2 days, 10:17:27
2023-07-25 02:35:41,965 semantic_segmentation INFO: Iters: 32000/150000 || Lr: 0.016116 || Task Loss: 1.6106 || KD Loss: 0.6556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:24 || Estimated Time: 2 days, 10:17:12
2023-07-25 02:35:42,092 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 02:35:42,472 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.083
2023-07-25 02:35:42,496 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.125
2023-07-25 02:35:42,509 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.125
2023-07-25 02:35:42,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.122
2023-07-25 02:35:42,538 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.185
2023-07-25 02:35:42,552 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.906, mIoU: 0.222
2023-07-25 02:35:42,567 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.252
2023-07-25 02:35:42,582 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.906, mIoU: 0.260
2023-07-25 02:35:42,595 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.893, mIoU: 0.258
2023-07-25 02:35:42,610 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.274
2023-07-25 02:35:42,625 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.879, mIoU: 0.273
2023-07-25 02:35:42,641 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.889, mIoU: 0.308
2023-07-25 02:35:42,654 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.854, mIoU: 0.272
2023-07-25 02:35:42,669 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.856, mIoU: 0.270
2023-07-25 02:35:42,685 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.861, mIoU: 0.270
2023-07-25 02:35:42,699 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.267
2023-07-25 02:35:42,711 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.858, mIoU: 0.262
2023-07-25 02:35:42,725 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.859, mIoU: 0.261
2023-07-25 02:35:42,741 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.861, mIoU: 0.261
2023-07-25 02:35:42,758 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.865, mIoU: 0.304
2023-07-25 02:35:42,774 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.871, mIoU: 0.309
2023-07-25 02:35:42,791 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.872, mIoU: 0.307
2023-07-25 02:35:42,807 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.327
2023-07-25 02:35:42,824 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.866, mIoU: 0.323
2023-07-25 02:35:42,841 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.866, mIoU: 0.334
2023-07-25 02:35:42,856 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.865, mIoU: 0.338
2023-07-25 02:35:42,873 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.866, mIoU: 0.336
2023-07-25 02:35:42,886 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.869, mIoU: 0.337
2023-07-25 02:35:42,903 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.865, mIoU: 0.331
2023-07-25 02:35:42,920 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.870, mIoU: 0.331
2023-07-25 02:35:42,936 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.332
2023-07-25 02:35:42,954 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.877, mIoU: 0.334
2023-07-25 02:35:42,971 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.877, mIoU: 0.333
2023-07-25 02:35:42,987 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.879, mIoU: 0.332
2023-07-25 02:35:43,004 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.881, mIoU: 0.366
2023-07-25 02:35:43,020 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.883, mIoU: 0.368
2023-07-25 02:35:43,035 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.885, mIoU: 0.366
2023-07-25 02:35:43,049 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.888, mIoU: 0.390
2023-07-25 02:35:43,067 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.884, mIoU: 0.386
2023-07-25 02:35:43,080 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-25 02:35:43,094 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.884, mIoU: 0.411
2023-07-25 02:35:43,110 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.887, mIoU: 0.411
2023-07-25 02:35:43,126 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.886, mIoU: 0.415
2023-07-25 02:35:43,140 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.883, mIoU: 0.414
2023-07-25 02:35:43,156 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.883, mIoU: 0.416
2023-07-25 02:35:43,172 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.417
2023-07-25 02:35:43,186 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.428
2023-07-25 02:35:43,199 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.429
2023-07-25 02:35:43,214 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.429
2023-07-25 02:35:43,231 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.884, mIoU: 0.427
2023-07-25 02:35:43,248 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.882, mIoU: 0.422
2023-07-25 02:35:43,264 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.885, mIoU: 0.422
2023-07-25 02:35:43,279 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.886, mIoU: 0.420
2023-07-25 02:35:43,297 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.885, mIoU: 0.418
2023-07-25 02:35:43,314 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.887, mIoU: 0.424
2023-07-25 02:35:43,329 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.885, mIoU: 0.420
2023-07-25 02:35:43,347 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.419
2023-07-25 02:35:43,366 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.418
2023-07-25 02:35:43,381 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.888, mIoU: 0.418
2023-07-25 02:35:43,398 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.880, mIoU: 0.442
2023-07-25 02:35:43,413 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.877, mIoU: 0.415
2023-07-25 02:35:43,430 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.876, mIoU: 0.413
2023-07-25 02:35:43,444 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.878, mIoU: 0.413
2023-07-25 02:35:43,463 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.880, mIoU: 0.425
2023-07-25 02:35:43,478 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.881, mIoU: 0.436
2023-07-25 02:35:43,494 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.882, mIoU: 0.436
2023-07-25 02:35:43,511 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.883, mIoU: 0.434
2023-07-25 02:35:43,525 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.884, mIoU: 0.457
2023-07-25 02:35:43,542 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.885, mIoU: 0.458
2023-07-25 02:35:43,558 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.881, mIoU: 0.456
2023-07-25 02:35:43,575 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.882, mIoU: 0.477
2023-07-25 02:35:43,589 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.883, mIoU: 0.477
2023-07-25 02:35:43,605 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.880, mIoU: 0.462
2023-07-25 02:35:43,621 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.881, mIoU: 0.461
2023-07-25 02:35:43,637 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.882, mIoU: 0.469
2023-07-25 02:35:43,653 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.459
2023-07-25 02:35:43,668 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.455
2023-07-25 02:35:43,678 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.875, mIoU: 0.455
2023-07-25 02:35:43,695 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.875, mIoU: 0.469
2023-07-25 02:35:43,712 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.875, mIoU: 0.471
2023-07-25 02:35:43,726 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.876, mIoU: 0.474
2023-07-25 02:35:43,742 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.876, mIoU: 0.475
2023-07-25 02:35:43,758 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.874, mIoU: 0.470
2023-07-25 02:35:43,775 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.870, mIoU: 0.455
2023-07-25 02:35:43,791 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 02:35:43,808 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 02:35:43,824 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.870, mIoU: 0.453
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2023-07-25 02:35:43,870 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 02:35:43,886 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 02:35:43,903 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.870, mIoU: 0.454
2023-07-25 02:35:43,919 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 02:35:43,935 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 02:35:43,951 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.866, mIoU: 0.464
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2023-07-25 02:35:43,981 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 02:35:43,995 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 02:35:44,011 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:35:44,026 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 02:35:44,042 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.871, mIoU: 0.467
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2023-07-25 02:35:44,103 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.871, mIoU: 0.465
2023-07-25 02:35:44,117 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.872, mIoU: 0.468
2023-07-25 02:35:44,134 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.871, mIoU: 0.464
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2023-07-25 02:35:44,259 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.874, mIoU: 0.464
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2023-07-25 02:35:44,448 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.871, mIoU: 0.445
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2023-07-25 02:35:44,471 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.870, mIoU: 0.447
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2023-07-25 02:35:44,811 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 02:35:44,826 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.871, mIoU: 0.470
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2023-07-25 02:35:44,870 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 02:35:44,886 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.871, mIoU: 0.468
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2023-07-25 02:35:44,935 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.869, mIoU: 0.470
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2023-07-25 02:35:49,987 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 02:35:50,003 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 02:35:50,019 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 02:35:50,032 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 02:35:50,046 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 02:35:50,060 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,076 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,093 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 02:35:50,108 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,117 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,132 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,148 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,162 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 02:35:50,177 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-25 02:35:50,193 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-25 02:35:50,207 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-25 02:35:50,224 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 02:35:50,238 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-25 02:35:50,255 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 02:35:50,273 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 02:35:50,290 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-25 02:35:50,307 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 02:35:50,322 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 02:35:50,336 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 02:35:50,352 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 02:35:50,368 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 02:35:50,384 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 02:35:50,399 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 02:35:50,417 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 02:35:50,434 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 02:35:50,450 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 02:35:50,464 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 02:35:50,479 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 02:35:50,495 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 02:35:50,511 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 02:35:50,528 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-25 02:35:50,544 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 02:35:50,558 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 02:35:50,574 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 02:35:50,590 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-25 02:35:50,604 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,620 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-25 02:35:50,632 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:50,648 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,662 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,674 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,687 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,703 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,719 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,735 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,751 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,760 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,776 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:50,792 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,809 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,824 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,840 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,854 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,869 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,885 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:50,901 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:50,918 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:50,931 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:50,945 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,961 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,977 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:50,993 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:51,007 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:51,023 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,040 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,057 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,071 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:51,087 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:51,103 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:51,117 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:51,133 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:51,149 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,164 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,180 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,194 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,210 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,225 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,243 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:51,254 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,270 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,287 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,301 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:51,317 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:51,331 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,347 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,364 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,380 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,394 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,407 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,422 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,438 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,454 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,471 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,486 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,502 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:51,516 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:51,532 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,548 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,562 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,578 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:51,593 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:51,609 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:51,624 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:51,640 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:51,652 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:51,668 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:51,684 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:51,700 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:51,716 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:51,732 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:51,744 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 02:35:51,760 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 02:35:51,776 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,792 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,806 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 02:35:51,822 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,837 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,854 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,870 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 02:35:51,887 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:51,903 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,919 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,935 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:51,951 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:51,965 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:51,981 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:51,998 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:52,014 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:52,028 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:52,045 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:52,059 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:52,075 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:52,092 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:52,109 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:52,125 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.861, mIoU: 0.448
2023-07-25 02:35:52,141 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:52,157 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:52,172 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:52,187 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 02:35:52,202 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,218 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,237 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,253 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:35:52,269 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:35:52,280 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:35:52,294 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 02:35:52,310 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-25 02:35:52,324 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:52,340 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:52,354 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:52,368 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:52,384 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:52,401 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:52,417 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:52,433 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,447 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,462 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,476 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,492 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,508 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,525 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,541 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:52,557 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,574 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:52,588 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:52,604 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:52,619 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 02:35:52,633 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.862, mIoU: 0.457
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2023-07-25 02:35:52,709 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.862, mIoU: 0.457
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2023-07-25 02:35:52,742 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:52,758 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-25 02:35:52,809 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:52,826 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 02:35:52,842 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 02:35:52,858 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.863, mIoU: 0.459
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2023-07-25 02:35:52,890 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-25 02:35:52,968 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:52,984 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 02:35:53,000 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:53,013 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:53,027 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:53,040 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 02:35:53,055 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:53,069 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,083 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,097 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,113 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 02:35:53,130 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:53,143 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:35:53,158 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,173 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,185 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,201 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,217 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,233 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:35:53,250 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 02:35:53,266 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:53,282 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,296 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,313 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,329 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,347 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,363 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,379 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 02:35:53,396 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 02:35:53,410 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,424 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,438 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,454 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,471 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,485 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,499 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,515 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,531 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,548 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,565 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 02:35:53,581 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,595 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,611 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,625 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,641 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,657 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:53,672 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,690 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,704 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,721 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,738 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,752 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,766 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,783 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,799 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,816 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,832 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:53,844 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,858 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,873 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,887 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:53,903 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 02:35:53,921 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:53,935 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:53,952 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:53,966 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:53,983 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:53,999 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:54,013 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:35:54,026 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 02:35:54,043 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:54,059 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:35:54,073 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:54,089 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:35:54,106 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:35:54,121 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 02:35:54,135 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:35:54,151 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,168 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,186 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,200 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,215 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,229 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,245 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,259 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,272 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,288 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:54,304 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,317 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,334 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,351 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,368 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,384 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,398 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,412 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,427 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,441 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,454 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,468 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 02:35:54,485 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:54,499 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,512 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:54,528 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,546 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,562 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,580 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,595 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,609 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,626 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,643 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,659 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,676 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,690 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,704 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,717 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:54,734 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:54,751 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 02:35:54,766 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,782 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,794 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,807 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 02:35:54,823 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:54,839 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,853 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,868 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,882 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,898 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:54,912 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:54,927 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:54,941 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:54,958 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:54,974 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 02:35:54,988 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:55,005 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:55,022 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:55,038 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,054 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,071 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,087 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,103 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,119 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,135 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,151 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:55,165 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:55,179 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:55,192 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:55,209 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:55,224 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,241 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,256 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,268 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,282 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,299 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,314 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,328 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,344 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,360 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,375 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,391 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,408 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,424 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,439 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,451 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,470 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:55,487 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:55,504 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:55,518 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 02:35:55,535 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 02:35:55,551 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:55,567 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:55,584 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,598 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,614 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,628 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,645 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,660 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,673 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,689 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,703 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,718 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,734 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,749 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,765 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:55,782 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,798 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,813 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,831 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,847 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,864 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,880 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,890 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:55,906 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:55,920 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,936 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,952 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,969 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:55,983 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:55,999 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,015 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,030 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,047 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,064 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,077 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,093 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,109 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,125 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,139 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,154 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,171 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,188 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,202 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,219 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,235 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,250 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,265 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,281 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,295 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,310 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,324 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,339 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,356 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,372 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,388 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,404 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,421 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,435 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,449 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:56,465 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,479 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,493 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,509 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,525 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,541 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,557 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,571 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:56,585 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,602 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:56,618 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,632 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,648 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 02:35:56,661 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,678 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,693 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,710 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,726 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,741 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,751 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,768 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,784 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,798 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,813 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,829 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,845 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,859 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,875 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,891 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,907 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:56,923 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,939 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,956 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,973 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:56,987 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:57,003 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 02:35:57,019 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 02:35:57,034 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:57,047 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:57,063 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,079 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,095 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,102 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,116 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:57,130 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:57,143 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:57,155 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,171 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,186 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,202 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:57,214 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:57,228 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:57,244 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:57,255 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:57,272 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,286 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,301 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,317 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,332 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,348 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,360 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,374 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,390 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,406 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,422 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:57,438 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,452 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,463 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,475 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,488 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,500 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,516 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,531 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,547 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 02:35:57,564 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 02:35:57,580 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,596 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,612 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,628 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:57,644 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:57,661 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:57,676 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:57,691 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,706 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 02:35:57,722 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,735 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,749 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,764 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,777 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,793 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 02:35:57,807 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,823 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,840 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,859 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,876 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,891 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:35:57,908 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,925 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:57,941 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:57,957 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:57,971 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:35:57,986 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:35:58,002 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:35:58,018 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:58,034 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:58,050 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 02:35:58,066 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:58,082 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 02:35:58,098 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:58,113 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:58,126 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:58,142 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:58,153 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:58,166 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 02:35:58,182 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 02:35:58,194 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:35:58,209 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 02:35:58,225 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:58,242 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,258 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,275 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,291 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:58,307 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:58,321 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,337 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,351 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,366 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,382 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,396 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,412 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,426 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,442 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:58,457 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 02:35:58,474 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,490 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,506 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,519 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,532 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,548 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,562 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,576 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-25 02:35:58,592 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:58,608 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:58,623 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 02:35:58,637 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:58,651 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,668 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,684 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,701 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,715 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,729 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,745 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,761 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,778 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,794 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,810 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:58,826 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:58,841 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,856 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,873 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,888 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,903 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-25 02:35:58,919 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,932 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,948 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,963 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:35:58,979 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:58,992 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:35:59,007 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,023 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,039 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,053 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,070 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,086 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,101 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,118 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,134 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,150 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,164 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,180 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,198 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,212 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,228 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,241 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,251 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,266 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,282 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,296 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,312 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,328 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,341 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,355 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,370 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,385 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,401 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,418 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,433 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,451 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,467 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,481 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,497 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,514 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,530 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,543 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,557 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,573 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,589 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,606 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,622 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,636 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 02:35:59,652 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,667 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,681 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,697 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,714 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,729 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,745 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,758 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,774 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,789 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,804 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,819 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,833 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,849 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,863 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,877 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,891 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,907 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,924 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,940 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,957 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:35:59,968 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:35:59,982 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:36:00,000 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:36:00,017 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,031 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,048 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,064 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 02:36:00,080 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,094 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,109 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,124 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,138 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,153 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,166 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 02:36:00,180 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 02:36:00,195 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,210 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,225 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,241 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,254 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 02:36:00,270 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 02:36:00,287 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 02:36:00,300 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 02:36:00,316 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 02:36:00,332 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,349 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,365 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,378 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,392 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,407 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,423 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,438 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,452 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,468 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,486 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,501 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,512 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 02:36:00,528 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,544 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,560 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,576 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,590 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 02:36:00,605 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:36:00,620 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:36:00,633 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,649 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,664 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,680 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,696 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,713 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,728 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,743 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,758 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,772 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,786 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-25 02:36:00,803 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-25 02:36:00,819 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:00,832 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:00,847 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,859 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,875 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,892 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,908 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,922 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,939 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:00,957 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:00,973 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:00,986 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,001 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,017 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,029 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,045 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 02:36:01,062 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 02:36:01,078 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 02:36:01,092 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.860, mIoU: 0.455
2023-07-25 02:36:01,105 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,121 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,135 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,151 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,165 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,182 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,195 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,208 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,224 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,239 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,255 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:01,270 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,287 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,302 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,319 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,334 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,350 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,367 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,381 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,395 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,412 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,428 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,444 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,458 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,472 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,488 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,504 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:01,518 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:01,533 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,549 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:01,565 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:01,581 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:01,597 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,613 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,630 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,644 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,660 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,676 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,690 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,706 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,722 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,738 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,754 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,771 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:01,787 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:01,802 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,817 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:01,833 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:01,848 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,865 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,879 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,896 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,911 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,925 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:01,940 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,956 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,973 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:01,987 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,003 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,020 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,035 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,051 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,067 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,083 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,099 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,113 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,126 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,140 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,154 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,168 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,184 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,200 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,213 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,227 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,243 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.860, mIoU: 0.454
2023-07-25 02:36:02,255 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,269 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,285 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,301 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,316 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,332 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,346 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,362 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:02,378 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,391 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,408 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,424 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,441 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,455 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,471 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,488 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,503 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,519 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:02,533 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,549 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,565 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,581 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,597 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.859, mIoU: 0.452
2023-07-25 02:36:02,611 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,626 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,642 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,658 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,674 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,689 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,705 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,721 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,732 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,747 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,761 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,775 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.859, mIoU: 0.451
2023-07-25 02:36:02,793 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,809 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:02,824 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:02,837 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,851 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,865 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,881 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,896 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:02,911 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,927 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,942 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,958 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,974 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:02,988 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,005 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,021 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,035 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,051 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,063 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,080 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,096 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,111 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,127 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,141 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,155 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,170 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,185 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,201 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,214 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,228 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,244 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,259 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,275 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,288 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,304 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,321 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,337 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,354 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,371 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,379 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,395 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,409 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,423 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.860, mIoU: 0.453
2023-07-25 02:36:03,439 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,456 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,471 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,488 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,505 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,521 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,538 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,551 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,567 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,584 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,600 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,616 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,632 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,650 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,663 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,678 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,694 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,709 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,723 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:03,737 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,753 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,770 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,787 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-25 02:36:03,803 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,819 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,836 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,852 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,865 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,881 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,896 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,912 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,929 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,945 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,961 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,975 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:03,991 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,007 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,023 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,039 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,055 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,071 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,087 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,100 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,116 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,130 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,145 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,161 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,178 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,194 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,210 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,226 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,236 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,252 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,266 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,283 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,299 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,315 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,331 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,344 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,354 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,371 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.859, mIoU: 0.449
2023-07-25 02:36:04,387 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.859, mIoU: 0.448
2023-07-25 02:36:04,403 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 02:36:04,417 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,433 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,448 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,462 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,478 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,493 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,508 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,523 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 02:36:04,537 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,552 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,568 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,584 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,598 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,614 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,630 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,646 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,663 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,676 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,691 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.860, mIoU: 0.451
2023-07-25 02:36:04,707 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 02:36:04,724 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-25 02:36:22,462 semantic_segmentation INFO: Iters: 32010/150000 || Lr: 0.016114 || Task Loss: 0.7545 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:04 || Estimated Time: 2 days, 10:18:18
2023-07-25 02:36:40,928 semantic_segmentation INFO: Iters: 32020/150000 || Lr: 0.016113 || Task Loss: 0.8742 || KD Loss: 0.2719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:23 || Estimated Time: 2 days, 10:18:02
2023-07-25 02:36:58,961 semantic_segmentation INFO: Iters: 32030/150000 || Lr: 0.016112 || Task Loss: 1.0026 || KD Loss: 0.3526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:41 || Estimated Time: 2 days, 10:17:45
2023-07-25 02:37:17,576 semantic_segmentation INFO: Iters: 32040/150000 || Lr: 0.016111 || Task Loss: 0.5590 || KD Loss: 0.1918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:59 || Estimated Time: 2 days, 10:17:31
2023-07-25 02:37:35,854 semantic_segmentation INFO: Iters: 32050/150000 || Lr: 0.016109 || Task Loss: 0.6193 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:18 || Estimated Time: 2 days, 10:17:15
2023-07-25 02:37:54,230 semantic_segmentation INFO: Iters: 32060/150000 || Lr: 0.016108 || Task Loss: 0.6989 || KD Loss: 0.2406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:36 || Estimated Time: 2 days, 10:16:59
2023-07-25 02:38:13,144 semantic_segmentation INFO: Iters: 32070/150000 || Lr: 0.016107 || Task Loss: 0.9148 || KD Loss: 0.3210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:55 || Estimated Time: 2 days, 10:16:45
2023-07-25 02:38:31,342 semantic_segmentation INFO: Iters: 32080/150000 || Lr: 0.016106 || Task Loss: 0.7400 || KD Loss: 0.2616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:13 || Estimated Time: 2 days, 10:16:29
2023-07-25 02:38:49,985 semantic_segmentation INFO: Iters: 32090/150000 || Lr: 0.016104 || Task Loss: 0.7289 || KD Loss: 0.2011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:32 || Estimated Time: 2 days, 10:16:14
2023-07-25 02:39:08,177 semantic_segmentation INFO: Iters: 32100/150000 || Lr: 0.016103 || Task Loss: 0.6677 || KD Loss: 0.2187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:50 || Estimated Time: 2 days, 10:15:58
2023-07-25 02:39:26,615 semantic_segmentation INFO: Iters: 32110/150000 || Lr: 0.016102 || Task Loss: 0.6519 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2495|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:52:08 || Estimated Time: 2 days, 10:15:43
2023-07-25 02:39:45,049 semantic_segmentation INFO: Iters: 32120/150000 || Lr: 0.016101 || Task Loss: 0.7236 || KD Loss: 0.2109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:52:27 || Estimated Time: 2 days, 10:15:27
2023-07-25 02:40:03,482 semantic_segmentation INFO: Iters: 32130/150000 || Lr: 0.016100 || Task Loss: 0.6506 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:52:45 || Estimated Time: 2 days, 10:15:12
2023-07-25 02:40:21,911 semantic_segmentation INFO: Iters: 32140/150000 || Lr: 0.016098 || Task Loss: 0.9565 || KD Loss: 0.4536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:04 || Estimated Time: 2 days, 10:14:56
2023-07-25 02:40:40,343 semantic_segmentation INFO: Iters: 32150/150000 || Lr: 0.016097 || Task Loss: 0.7290 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:22 || Estimated Time: 2 days, 10:14:41
2023-07-25 02:40:58,485 semantic_segmentation INFO: Iters: 32160/150000 || Lr: 0.016096 || Task Loss: 0.6215 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:40 || Estimated Time: 2 days, 10:14:24
2023-07-25 02:41:16,826 semantic_segmentation INFO: Iters: 32170/150000 || Lr: 0.016095 || Task Loss: 0.9542 || KD Loss: 0.3193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:59 || Estimated Time: 2 days, 10:14:09
2023-07-25 02:41:34,898 semantic_segmentation INFO: Iters: 32180/150000 || Lr: 0.016093 || Task Loss: 1.3043 || KD Loss: 0.4994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:17 || Estimated Time: 2 days, 10:13:52
2023-07-25 02:41:53,677 semantic_segmentation INFO: Iters: 32190/150000 || Lr: 0.016092 || Task Loss: 0.9024 || KD Loss: 0.4177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:35 || Estimated Time: 2 days, 10:13:38
2023-07-25 02:42:12,197 semantic_segmentation INFO: Iters: 32200/150000 || Lr: 0.016091 || Task Loss: 0.8389 || KD Loss: 0.2808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:54 || Estimated Time: 2 days, 10:13:23
2023-07-25 02:42:30,390 semantic_segmentation INFO: Iters: 32210/150000 || Lr: 0.016090 || Task Loss: 0.9114 || KD Loss: 0.2713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:12 || Estimated Time: 2 days, 10:13:06
2023-07-25 02:42:48,572 semantic_segmentation INFO: Iters: 32220/150000 || Lr: 0.016089 || Task Loss: 0.8254 || KD Loss: 0.2829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:30 || Estimated Time: 2 days, 10:12:50
2023-07-25 02:43:07,511 semantic_segmentation INFO: Iters: 32230/150000 || Lr: 0.016087 || Task Loss: 1.0390 || KD Loss: 0.3851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:49 || Estimated Time: 2 days, 10:12:36
2023-07-25 02:43:25,958 semantic_segmentation INFO: Iters: 32240/150000 || Lr: 0.016086 || Task Loss: 0.8182 || KD Loss: 0.3262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:08 || Estimated Time: 2 days, 10:12:21
2023-07-25 02:43:44,276 semantic_segmentation INFO: Iters: 32250/150000 || Lr: 0.016085 || Task Loss: 0.7997 || KD Loss: 0.2394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:26 || Estimated Time: 2 days, 10:12:05
2023-07-25 02:44:02,274 semantic_segmentation INFO: Iters: 32260/150000 || Lr: 0.016084 || Task Loss: 0.8244 || KD Loss: 0.2606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:44 || Estimated Time: 2 days, 10:11:48
2023-07-25 02:44:20,555 semantic_segmentation INFO: Iters: 32270/150000 || Lr: 0.016082 || Task Loss: 1.0045 || KD Loss: 0.3817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:02 || Estimated Time: 2 days, 10:11:32
2023-07-25 02:44:38,974 semantic_segmentation INFO: Iters: 32280/150000 || Lr: 0.016081 || Task Loss: 0.7740 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:21 || Estimated Time: 2 days, 10:11:16
2023-07-25 02:44:57,438 semantic_segmentation INFO: Iters: 32290/150000 || Lr: 0.016080 || Task Loss: 1.2187 || KD Loss: 0.4927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:39 || Estimated Time: 2 days, 10:11:01
2023-07-25 02:45:15,876 semantic_segmentation INFO: Iters: 32300/150000 || Lr: 0.016079 || Task Loss: 0.7979 || KD Loss: 0.3208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:58 || Estimated Time: 2 days, 10:10:46
2023-07-25 02:45:34,308 semantic_segmentation INFO: Iters: 32310/150000 || Lr: 0.016077 || Task Loss: 0.6266 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:16 || Estimated Time: 2 days, 10:10:30
2023-07-25 02:45:52,736 semantic_segmentation INFO: Iters: 32320/150000 || Lr: 0.016076 || Task Loss: 0.9701 || KD Loss: 0.3153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:35 || Estimated Time: 2 days, 10:10:15
2023-07-25 02:46:11,162 semantic_segmentation INFO: Iters: 32330/150000 || Lr: 0.016075 || Task Loss: 0.6206 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:53 || Estimated Time: 2 days, 10:09:59
2023-07-25 02:46:29,579 semantic_segmentation INFO: Iters: 32340/150000 || Lr: 0.016074 || Task Loss: 0.7048 || KD Loss: 0.2115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2416|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:11 || Estimated Time: 2 days, 10:09:44
2023-07-25 02:46:47,983 semantic_segmentation INFO: Iters: 32350/150000 || Lr: 0.016073 || Task Loss: 1.2056 || KD Loss: 0.4245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:30 || Estimated Time: 2 days, 10:09:28
2023-07-25 02:47:06,513 semantic_segmentation INFO: Iters: 32360/150000 || Lr: 0.016071 || Task Loss: 0.8985 || KD Loss: 0.3375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:48 || Estimated Time: 2 days, 10:09:13
2023-07-25 02:47:25,001 semantic_segmentation INFO: Iters: 32370/150000 || Lr: 0.016070 || Task Loss: 1.2208 || KD Loss: 0.4454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:07 || Estimated Time: 2 days, 10:08:58
2023-07-25 02:47:43,385 semantic_segmentation INFO: Iters: 32380/150000 || Lr: 0.016069 || Task Loss: 0.7394 || KD Loss: 0.3182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:25 || Estimated Time: 2 days, 10:08:42
2023-07-25 02:48:01,756 semantic_segmentation INFO: Iters: 32390/150000 || Lr: 0.016068 || Task Loss: 0.8536 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2518|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:44 || Estimated Time: 2 days, 10:08:26
2023-07-25 02:48:19,738 semantic_segmentation INFO: Iters: 32400/150000 || Lr: 0.016066 || Task Loss: 0.7037 || KD Loss: 0.2479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:02 || Estimated Time: 2 days, 10:08:09
2023-07-25 02:48:38,143 semantic_segmentation INFO: Iters: 32410/150000 || Lr: 0.016065 || Task Loss: 0.9513 || KD Loss: 0.3743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:20 || Estimated Time: 2 days, 10:07:54
2023-07-25 02:48:56,740 semantic_segmentation INFO: Iters: 32420/150000 || Lr: 0.016064 || Task Loss: 0.7338 || KD Loss: 0.2785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:39 || Estimated Time: 2 days, 10:07:39
2023-07-25 02:49:14,882 semantic_segmentation INFO: Iters: 32430/150000 || Lr: 0.016063 || Task Loss: 0.8111 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:57 || Estimated Time: 2 days, 10:07:22
2023-07-25 02:49:33,167 semantic_segmentation INFO: Iters: 32440/150000 || Lr: 0.016061 || Task Loss: 0.5532 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:15 || Estimated Time: 2 days, 10:07:06
2023-07-25 02:49:52,083 semantic_segmentation INFO: Iters: 32450/150000 || Lr: 0.016060 || Task Loss: 1.1014 || KD Loss: 0.4833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:34 || Estimated Time: 2 days, 10:06:52
2023-07-25 02:50:10,071 semantic_segmentation INFO: Iters: 32460/150000 || Lr: 0.016059 || Task Loss: 1.1178 || KD Loss: 0.4673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:52 || Estimated Time: 2 days, 10:06:35
2023-07-25 02:50:28,395 semantic_segmentation INFO: Iters: 32470/150000 || Lr: 0.016058 || Task Loss: 0.7003 || KD Loss: 0.2024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:10 || Estimated Time: 2 days, 10:06:19
2023-07-25 02:50:46,768 semantic_segmentation INFO: Iters: 32480/150000 || Lr: 0.016057 || Task Loss: 0.7837 || KD Loss: 0.2642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:29 || Estimated Time: 2 days, 10:06:04
2023-07-25 02:51:04,822 semantic_segmentation INFO: Iters: 32490/150000 || Lr: 0.016055 || Task Loss: 0.8298 || KD Loss: 0.2667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:47 || Estimated Time: 2 days, 10:05:47
2023-07-25 02:51:23,255 semantic_segmentation INFO: Iters: 32500/150000 || Lr: 0.016054 || Task Loss: 0.5840 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:05 || Estimated Time: 2 days, 10:05:31
2023-07-25 02:51:41,688 semantic_segmentation INFO: Iters: 32510/150000 || Lr: 0.016053 || Task Loss: 1.1003 || KD Loss: 0.3585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:23 || Estimated Time: 2 days, 10:05:16
2023-07-25 02:52:00,126 semantic_segmentation INFO: Iters: 32520/150000 || Lr: 0.016052 || Task Loss: 0.7816 || KD Loss: 0.2148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:42 || Estimated Time: 2 days, 10:05:00
2023-07-25 02:52:18,552 semantic_segmentation INFO: Iters: 32530/150000 || Lr: 0.016050 || Task Loss: 0.5375 || KD Loss: 0.2281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:00 || Estimated Time: 2 days, 10:04:45
2023-07-25 02:52:36,989 semantic_segmentation INFO: Iters: 32540/150000 || Lr: 0.016049 || Task Loss: 0.6176 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:19 || Estimated Time: 2 days, 10:04:29
2023-07-25 02:52:54,978 semantic_segmentation INFO: Iters: 32550/150000 || Lr: 0.016048 || Task Loss: 0.6227 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:37 || Estimated Time: 2 days, 10:04:12
2023-07-25 02:53:13,385 semantic_segmentation INFO: Iters: 32560/150000 || Lr: 0.016047 || Task Loss: 0.8302 || KD Loss: 0.2699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2473|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:55 || Estimated Time: 2 days, 10:03:56
2023-07-25 02:53:31,787 semantic_segmentation INFO: Iters: 32570/150000 || Lr: 0.016045 || Task Loss: 0.7747 || KD Loss: 0.3262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:14 || Estimated Time: 2 days, 10:03:41
2023-07-25 02:53:49,888 semantic_segmentation INFO: Iters: 32580/150000 || Lr: 0.016044 || Task Loss: 0.6870 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:32 || Estimated Time: 2 days, 10:03:24
2023-07-25 02:54:08,766 semantic_segmentation INFO: Iters: 32590/150000 || Lr: 0.016043 || Task Loss: 0.5113 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:51 || Estimated Time: 2 days, 10:03:10
2023-07-25 02:54:27,161 semantic_segmentation INFO: Iters: 32600/150000 || Lr: 0.016042 || Task Loss: 0.7311 || KD Loss: 0.1970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:09 || Estimated Time: 2 days, 10:02:55
2023-07-25 02:54:45,593 semantic_segmentation INFO: Iters: 32610/150000 || Lr: 0.016041 || Task Loss: 0.8522 || KD Loss: 0.3178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:27 || Estimated Time: 2 days, 10:02:39
2023-07-25 02:55:03,648 semantic_segmentation INFO: Iters: 32620/150000 || Lr: 0.016039 || Task Loss: 0.5628 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:45 || Estimated Time: 2 days, 10:02:22
2023-07-25 02:55:22,185 semantic_segmentation INFO: Iters: 32630/150000 || Lr: 0.016038 || Task Loss: 0.9244 || KD Loss: 0.3774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:04 || Estimated Time: 2 days, 10:02:07
2023-07-25 02:55:40,740 semantic_segmentation INFO: Iters: 32640/150000 || Lr: 0.016037 || Task Loss: 0.7576 || KD Loss: 0.2797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:23 || Estimated Time: 2 days, 10:01:52
2023-07-25 02:55:59,807 semantic_segmentation INFO: Iters: 32650/150000 || Lr: 0.016036 || Task Loss: 0.8952 || KD Loss: 0.2586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:42 || Estimated Time: 2 days, 10:01:39
2023-07-25 02:56:18,362 semantic_segmentation INFO: Iters: 32660/150000 || Lr: 0.016034 || Task Loss: 0.8036 || KD Loss: 0.3488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:00 || Estimated Time: 2 days, 10:01:24
2023-07-25 02:56:36,344 semantic_segmentation INFO: Iters: 32670/150000 || Lr: 0.016033 || Task Loss: 0.6581 || KD Loss: 0.1995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:18 || Estimated Time: 2 days, 10:01:07
2023-07-25 02:56:55,140 semantic_segmentation INFO: Iters: 32680/150000 || Lr: 0.016032 || Task Loss: 1.3541 || KD Loss: 0.6292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:37 || Estimated Time: 2 days, 10:00:52
2023-07-25 02:57:13,575 semantic_segmentation INFO: Iters: 32690/150000 || Lr: 0.016031 || Task Loss: 1.0485 || KD Loss: 0.4390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:55 || Estimated Time: 2 days, 10:00:37
2023-07-25 02:57:31,738 semantic_segmentation INFO: Iters: 32700/150000 || Lr: 0.016029 || Task Loss: 0.5498 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:14 || Estimated Time: 2 days, 10:00:20
2023-07-25 02:57:50,013 semantic_segmentation INFO: Iters: 32710/150000 || Lr: 0.016028 || Task Loss: 0.7792 || KD Loss: 0.2948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:32 || Estimated Time: 2 days, 10:00:04
2023-07-25 02:58:08,643 semantic_segmentation INFO: Iters: 32720/150000 || Lr: 0.016027 || Task Loss: 0.6527 || KD Loss: 0.2324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:50 || Estimated Time: 2 days, 9:59:49
2023-07-25 02:58:27,446 semantic_segmentation INFO: Iters: 32730/150000 || Lr: 0.016026 || Task Loss: 0.9105 || KD Loss: 0.3171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:09 || Estimated Time: 2 days, 9:59:35
2023-07-25 02:58:45,716 semantic_segmentation INFO: Iters: 32740/150000 || Lr: 0.016025 || Task Loss: 0.6363 || KD Loss: 0.2705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:27 || Estimated Time: 2 days, 9:59:19
2023-07-25 02:59:04,396 semantic_segmentation INFO: Iters: 32750/150000 || Lr: 0.016023 || Task Loss: 0.9301 || KD Loss: 0.3203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:46 || Estimated Time: 2 days, 9:59:04
2023-07-25 02:59:22,836 semantic_segmentation INFO: Iters: 32760/150000 || Lr: 0.016022 || Task Loss: 0.9887 || KD Loss: 0.3846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:05 || Estimated Time: 2 days, 9:58:49
2023-07-25 02:59:41,272 semantic_segmentation INFO: Iters: 32770/150000 || Lr: 0.016021 || Task Loss: 0.8027 || KD Loss: 0.3702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:23 || Estimated Time: 2 days, 9:58:33
2023-07-25 02:59:59,679 semantic_segmentation INFO: Iters: 32780/150000 || Lr: 0.016020 || Task Loss: 0.9818 || KD Loss: 0.4521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:41 || Estimated Time: 2 days, 9:58:17
2023-07-25 03:00:17,538 semantic_segmentation INFO: Iters: 32790/150000 || Lr: 0.016018 || Task Loss: 0.9971 || KD Loss: 0.3777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:59 || Estimated Time: 2 days, 9:58:00
2023-07-25 03:00:35,721 semantic_segmentation INFO: Iters: 32800/150000 || Lr: 0.016017 || Task Loss: 0.7211 || KD Loss: 0.2754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:13:18 || Estimated Time: 2 days, 9:57:43
2023-07-25 03:00:35,850 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 03:00:36,241 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.085
2023-07-25 03:00:36,268 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.127
2023-07-25 03:00:36,281 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.146
2023-07-25 03:00:36,296 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.144
2023-07-25 03:00:36,310 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.208
2023-07-25 03:00:36,323 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.939, mIoU: 0.247
2023-07-25 03:00:36,338 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.281
2023-07-25 03:00:36,353 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.286
2023-07-25 03:00:36,366 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.929, mIoU: 0.285
2023-07-25 03:00:36,381 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.915, mIoU: 0.285
2023-07-25 03:00:36,396 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.900, mIoU: 0.287
2023-07-25 03:00:36,412 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.903, mIoU: 0.288
2023-07-25 03:00:36,425 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.867, mIoU: 0.275
2023-07-25 03:00:36,442 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.857, mIoU: 0.246
2023-07-25 03:00:36,459 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.863, mIoU: 0.249
2023-07-25 03:00:36,473 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.856, mIoU: 0.244
2023-07-25 03:00:36,485 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.851, mIoU: 0.235
2023-07-25 03:00:36,499 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.854, mIoU: 0.235
2023-07-25 03:00:36,515 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.858, mIoU: 0.236
2023-07-25 03:00:36,534 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.863, mIoU: 0.281
2023-07-25 03:00:36,550 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.869, mIoU: 0.287
2023-07-25 03:00:36,567 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.862, mIoU: 0.279
2023-07-25 03:00:36,584 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.860, mIoU: 0.306
2023-07-25 03:00:36,601 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.858, mIoU: 0.304
2023-07-25 03:00:36,618 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.852, mIoU: 0.303
2023-07-25 03:00:36,634 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.853, mIoU: 0.314
2023-07-25 03:00:36,651 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-25 03:00:36,664 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.859, mIoU: 0.312
2023-07-25 03:00:36,681 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.856, mIoU: 0.306
2023-07-25 03:00:36,698 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.861, mIoU: 0.306
2023-07-25 03:00:36,713 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.864, mIoU: 0.308
2023-07-25 03:00:36,731 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.867, mIoU: 0.309
2023-07-25 03:00:36,748 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.868, mIoU: 0.308
2023-07-25 03:00:36,765 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.870, mIoU: 0.306
2023-07-25 03:00:36,781 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.873, mIoU: 0.329
2023-07-25 03:00:36,798 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.875, mIoU: 0.330
2023-07-25 03:00:36,812 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.877, mIoU: 0.334
2023-07-25 03:00:36,826 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.880, mIoU: 0.339
2023-07-25 03:00:36,845 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.882, mIoU: 0.351
2023-07-25 03:00:36,859 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.882, mIoU: 0.350
2023-07-25 03:00:36,873 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.883, mIoU: 0.375
2023-07-25 03:00:36,889 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.886, mIoU: 0.375
2023-07-25 03:00:36,905 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.885, mIoU: 0.379
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2023-07-25 03:00:36,966 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.887, mIoU: 0.391
2023-07-25 03:00:36,979 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.392
2023-07-25 03:00:36,994 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.889, mIoU: 0.396
2023-07-25 03:00:37,012 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.888, mIoU: 0.392
2023-07-25 03:00:37,028 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.886, mIoU: 0.390
2023-07-25 03:00:37,045 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.887, mIoU: 0.387
2023-07-25 03:00:37,059 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.888, mIoU: 0.385
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2023-07-25 03:00:37,108 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.886, mIoU: 0.383
2023-07-25 03:00:37,126 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.380
2023-07-25 03:00:37,145 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.380
2023-07-25 03:00:37,159 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.889, mIoU: 0.384
2023-07-25 03:00:37,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.882, mIoU: 0.416
2023-07-25 03:00:37,190 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.878, mIoU: 0.390
2023-07-25 03:00:37,206 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.878, mIoU: 0.387
2023-07-25 03:00:37,220 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.879, mIoU: 0.387
2023-07-25 03:00:37,240 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.877, mIoU: 0.395
2023-07-25 03:00:37,254 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.878, mIoU: 0.415
2023-07-25 03:00:37,270 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.879, mIoU: 0.414
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2023-07-25 03:00:37,301 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.882, mIoU: 0.442
2023-07-25 03:00:37,317 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.883, mIoU: 0.444
2023-07-25 03:00:37,334 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.880, mIoU: 0.440
2023-07-25 03:00:37,351 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-25 03:00:37,365 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.881, mIoU: 0.464
2023-07-25 03:00:37,381 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.880, mIoU: 0.453
2023-07-25 03:00:37,398 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.881, mIoU: 0.451
2023-07-25 03:00:37,414 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.882, mIoU: 0.468
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2023-07-25 03:00:37,446 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.879, mIoU: 0.459
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2023-07-25 03:00:37,473 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.878, mIoU: 0.474
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2023-07-25 03:00:37,505 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.877, mIoU: 0.477
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2023-07-25 03:00:37,554 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.875, mIoU: 0.472
2023-07-25 03:00:37,571 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.873, mIoU: 0.468
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2023-07-25 03:00:37,604 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.875, mIoU: 0.469
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2023-07-25 03:00:37,669 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.876, mIoU: 0.474
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2023-07-25 03:00:37,720 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-25 03:00:37,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.463
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2023-07-25 03:00:37,769 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.871, mIoU: 0.462
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2023-07-25 03:00:37,893 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.873, mIoU: 0.457
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2023-07-25 03:00:37,981 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.874, mIoU: 0.457
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2023-07-25 03:00:38,011 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.875, mIoU: 0.456
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2023-07-25 03:00:38,043 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.876, mIoU: 0.459
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2023-07-25 03:00:38,072 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.873, mIoU: 0.447
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2023-07-25 03:00:38,120 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.871, mIoU: 0.443
2023-07-25 03:00:38,137 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.869, mIoU: 0.442
2023-07-25 03:00:38,152 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.870, mIoU: 0.441
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2023-07-25 03:00:38,239 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.866, mIoU: 0.431
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2023-07-25 03:00:38,263 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.866, mIoU: 0.433
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2023-07-25 03:00:38,432 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.868, mIoU: 0.436
2023-07-25 03:00:38,448 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.868, mIoU: 0.433
2023-07-25 03:00:38,464 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.868, mIoU: 0.437
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2023-07-25 03:00:38,498 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.869, mIoU: 0.438
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2023-07-25 03:00:38,869 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:00:38,886 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.864, mIoU: 0.445
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2023-07-25 03:00:39,161 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.866, mIoU: 0.452
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2023-07-25 03:00:39,253 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.867, mIoU: 0.455
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2023-07-25 03:00:43,163 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.864, mIoU: 0.452
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2023-07-25 03:00:43,257 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.862, mIoU: 0.449
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2023-07-25 03:00:43,406 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:00:43,424 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.863, mIoU: 0.446
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2023-07-25 03:00:43,458 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.862, mIoU: 0.447
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2023-07-25 03:00:43,493 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:00:43,507 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:00:43,524 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:00:43,538 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:00:43,554 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:00:43,571 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:00:43,588 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.864, mIoU: 0.450
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2023-07-25 03:00:43,634 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:00:43,650 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.864, mIoU: 0.453
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2023-07-25 03:00:43,680 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.864, mIoU: 0.453
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2023-07-25 03:00:43,709 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:00:43,725 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:00:43,740 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:00:43,756 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.864, mIoU: 0.451
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2023-07-25 03:00:43,788 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:00:43,799 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:00:43,813 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 03:00:43,830 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.864, mIoU: 0.453
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2023-07-25 03:00:43,860 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-25 03:00:43,874 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 03:00:43,889 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:00:43,905 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:00:43,922 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:00:43,937 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:00:43,946 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:00:43,962 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 03:00:43,978 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:00:43,992 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:00:44,008 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:00:44,024 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.866, mIoU: 0.458
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2023-07-25 03:00:44,068 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 03:00:44,085 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.867, mIoU: 0.460
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2023-07-25 03:00:44,118 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 03:00:44,134 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.867, mIoU: 0.460
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2023-07-25 03:00:44,208 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 03:00:44,223 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 03:00:44,241 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.867, mIoU: 0.463
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2023-07-25 03:00:44,274 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-25 03:00:44,288 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.867, mIoU: 0.462
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2023-07-25 03:00:44,444 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 03:00:44,456 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.868, mIoU: 0.470
2023-07-25 03:00:44,473 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.868, mIoU: 0.470
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2023-07-25 03:00:44,499 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:44,512 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:44,528 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 03:00:44,543 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 03:00:44,559 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.868, mIoU: 0.473
2023-07-25 03:00:44,575 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.868, mIoU: 0.473
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2023-07-25 03:00:44,634 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 03:00:44,650 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,666 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,680 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,695 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,711 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,727 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,743 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,756 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 03:00:44,771 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 03:00:44,787 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 03:00:44,802 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 03:00:44,818 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.868, mIoU: 0.469
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2023-07-25 03:00:44,864 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 03:00:44,881 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.868, mIoU: 0.469
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2023-07-25 03:00:44,911 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.868, mIoU: 0.471
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2023-07-25 03:00:44,989 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.869, mIoU: 0.471
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2023-07-25 03:00:45,081 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 03:00:45,097 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 03:00:45,114 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 03:00:45,127 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 03:00:45,143 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.869, mIoU: 0.472
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2023-07-25 03:00:45,173 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.869, mIoU: 0.473
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2023-07-25 03:00:45,374 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.870, mIoU: 0.470
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2023-07-25 03:00:45,404 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.870, mIoU: 0.469
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2023-07-25 03:00:45,435 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.869, mIoU: 0.468
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2023-07-25 03:00:45,542 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.869, mIoU: 0.466
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2023-07-25 03:00:46,201 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 03:00:46,217 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 03:00:46,234 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 03:00:46,250 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 03:00:46,267 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,281 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,297 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,311 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,327 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 03:00:46,344 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 03:00:46,360 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 03:00:46,377 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 03:00:46,393 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,409 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,423 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,439 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,455 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,469 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:00:46,483 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 03:00:46,499 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,515 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.868, mIoU: 0.464
2023-07-25 03:00:46,532 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,546 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:46,561 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,578 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,594 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,608 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,621 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,630 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,646 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,662 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,678 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,696 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,712 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,728 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,745 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,762 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,775 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,791 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,806 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,822 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,838 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,852 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,866 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:46,880 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,895 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:46,909 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,923 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,937 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:46,952 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:46,969 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:46,981 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:46,996 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:47,010 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:47,022 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:47,038 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 03:00:47,054 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 03:00:47,070 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,087 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,103 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,120 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,134 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,151 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,167 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:47,186 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:47,202 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,218 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:47,235 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:47,249 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,263 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,277 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.868, mIoU: 0.465
2023-07-25 03:00:47,293 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,311 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,325 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,339 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,355 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,370 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,387 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,403 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,419 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,433 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,449 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,463 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,478 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,494 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,510 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,527 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,541 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,558 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,575 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,588 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,602 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:47,619 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:47,635 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,651 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:47,667 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:47,680 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:47,694 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:47,709 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:47,723 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:47,738 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,757 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,771 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,787 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,801 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,817 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,833 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:47,847 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 03:00:47,861 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 03:00:47,877 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:47,894 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:47,908 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:47,925 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:47,942 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:47,957 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:47,971 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:47,988 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:48,004 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:48,022 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,036 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,052 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,066 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:48,083 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:48,097 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:48,111 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:48,127 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,143 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,157 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,173 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,190 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,207 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,223 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,237 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,251 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,266 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,280 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,294 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,308 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,325 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,339 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:48,353 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,368 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,385 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,401 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,418 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,432 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,446 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,463 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,479 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,495 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,511 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,525 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,539 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,552 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,569 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,586 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,601 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,617 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.870, mIoU: 0.465
2023-07-25 03:00:48,628 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,642 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,658 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.870, mIoU: 0.464
2023-07-25 03:00:48,674 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 03:00:48,688 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,704 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,718 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,735 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,749 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 03:00:48,765 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:00:48,779 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:48,795 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:48,811 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:48,824 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:48,841 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 03:00:48,857 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:00:48,873 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:48,889 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:48,905 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:48,921 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:48,937 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:48,952 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:48,968 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:48,984 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:48,998 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,013 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,026 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:49,044 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:49,058 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:49,075 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:49,091 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,103 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,118 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,136 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,153 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,168 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,185 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,201 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,216 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,232 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,249 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,265 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:00:49,280 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,293 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,311 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 03:00:49,327 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 03:00:49,343 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 03:00:49,357 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 03:00:49,374 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 03:00:49,390 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 03:00:49,406 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.868, mIoU: 0.469
2023-07-25 03:00:49,422 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,436 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,452 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:00:49,466 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:00:49,482 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:00:49,497 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:00:49,511 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,527 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,542 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:49,558 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,574 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,591 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,606 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,623 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,638 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,653 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,670 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,686 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,702 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,718 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,728 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,744 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,757 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,773 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,789 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,806 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:49,820 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,836 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:49,852 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,867 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:49,884 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:49,901 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:49,915 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:49,932 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:49,948 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:49,965 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:49,979 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:49,996 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,012 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,028 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,042 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,057 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,073 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,087 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,102 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,117 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,131 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,146 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,160 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 03:00:50,175 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,192 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,208 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,224 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-25 03:00:50,240 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,256 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-25 03:00:50,270 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-25 03:00:50,284 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-25 03:00:50,300 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,314 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,327 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,343 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,359 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,375 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,392 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:50,406 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 03:00:50,420 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:50,437 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,453 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,467 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,483 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:50,496 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:50,513 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 03:00:50,527 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,544 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,560 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,576 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,586 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,603 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,620 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,634 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,649 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,666 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,682 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,696 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,712 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,728 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,744 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,760 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,776 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,793 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,810 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,824 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,840 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 03:00:50,855 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,870 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 03:00:50,884 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 03:00:50,899 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,915 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,931 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,938 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 03:00:50,952 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 03:00:50,966 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 03:00:50,979 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 03:00:50,991 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 03:00:51,006 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 03:00:51,022 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 03:00:51,037 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 03:00:51,049 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,063 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,079 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,090 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,106 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,119 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,135 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,150 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,166 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,182 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,195 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,209 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,225 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,241 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,257 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,273 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,287 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,297 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,309 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,323 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,335 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,351 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,365 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,381 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,397 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,413 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:51,427 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,443 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,459 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,475 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,491 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,505 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,520 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,535 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,551 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:51,564 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,578 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:51,594 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,608 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,625 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,639 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,655 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,671 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,690 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,707 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,721 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,737 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,754 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,770 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,786 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,799 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,813 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,829 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 03:00:51,844 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 03:00:51,860 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 03:00:51,876 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 03:00:51,892 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 03:00:51,908 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 03:00:51,923 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,939 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,952 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,967 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:51,978 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:51,991 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:52,007 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:52,019 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 03:00:52,035 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 03:00:52,050 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,066 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,082 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,098 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,114 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,129 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,142 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,158 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,171 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,187 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,203 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,217 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,233 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,247 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,264 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,280 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,296 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,312 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,328 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,342 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,356 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 03:00:52,372 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,386 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,400 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,417 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,432 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,448 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,462 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,476 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,492 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,508 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,524 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,538 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,551 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,567 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,584 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,600 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 03:00:52,616 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,633 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 03:00:52,649 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,665 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,681 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,698 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 03:00:52,714 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 03:00:52,729 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 03:00:52,745 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,759 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,775 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,790 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,807 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 03:00:52,820 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,835 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,851 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,868 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,882 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:52,898 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 03:00:52,914 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:52,929 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:52,945 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:52,961 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:52,978 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:52,992 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,008 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,025 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,039 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,055 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,068 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,077 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,094 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,110 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,123 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,139 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,155 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,168 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,182 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,198 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,213 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 03:00:53,229 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,247 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,262 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,280 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,296 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,310 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,326 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,342 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,358 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,371 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,384 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:00:53,400 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.869, mIoU: 0.473
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2023-07-25 03:00:53,478 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,492 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:00:53,506 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:53,522 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:53,539 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:53,554 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,570 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,583 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:53,599 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.870, mIoU: 0.476
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2023-07-25 03:00:53,630 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,646 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,660 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,677 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,691 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,705 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,719 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,735 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.869, mIoU: 0.475
2023-07-25 03:00:53,751 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,767 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,783 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,794 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,808 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,825 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.870, mIoU: 0.475
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2023-07-25 03:00:53,855 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,871 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,889 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,905 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,919 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:53,934 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,950 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,964 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,979 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:53,993 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.870, mIoU: 0.474
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2023-07-25 03:00:54,056 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,072 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,086 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,102 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:54,118 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:54,131 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:54,147 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:00:54,163 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,179 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.870, mIoU: 0.476
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2023-07-25 03:00:54,208 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:54,222 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:54,238 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,254 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 03:00:54,270 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 03:00:54,284 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.869, mIoU: 0.474
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2023-07-25 03:00:54,318 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.869, mIoU: 0.474
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2023-07-25 03:00:54,345 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.870, mIoU: 0.475
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2023-07-25 03:00:54,440 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.869, mIoU: 0.475
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2023-07-25 03:00:54,550 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.868, mIoU: 0.475
2023-07-25 03:00:54,565 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.868, mIoU: 0.474
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2023-07-25 03:00:54,656 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-25 03:00:54,732 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-25 03:00:54,918 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 03:00:54,932 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.867, mIoU: 0.473
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2023-07-25 03:00:54,991 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.867, mIoU: 0.472
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2023-07-25 03:00:55,033 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.867, mIoU: 0.471
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2023-07-25 03:00:55,111 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:55,128 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:55,142 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:55,159 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:55,174 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.867, mIoU: 0.471
2023-07-25 03:00:55,191 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,207 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,221 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,235 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,252 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,268 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,284 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,298 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,313 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,329 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,345 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,359 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,373 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,389 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,405 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,421 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,436 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,452 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,469 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,483 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,498 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,514 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 03:00:55,528 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 03:00:55,544 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,560 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,575 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 03:00:55,591 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.867, mIoU: 0.469
2023-07-25 03:00:55,606 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:55,622 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,637 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,652 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,668 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:55,684 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,700 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,715 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,732 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,748 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,762 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,776 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,792 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,808 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,822 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,838 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,854 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,870 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,885 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,901 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,917 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,933 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,946 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,960 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:55,974 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:55,988 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:56,002 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:56,017 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 03:00:56,033 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 03:00:56,047 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 03:00:56,061 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,076 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,089 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,104 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 03:00:56,121 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,138 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,154 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,171 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,185 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,201 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,217 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,231 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,248 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,265 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,281 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,296 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,311 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.866, mIoU: 0.469
2023-07-25 03:00:56,328 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,343 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 03:00:56,359 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 03:00:56,372 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 03:00:56,388 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.865, mIoU: 0.467
2023-07-25 03:00:56,403 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,419 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,434 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,448 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,463 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.865, mIoU: 0.468
2023-07-25 03:00:56,479 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,494 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,510 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,527 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,543 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,560 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,571 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,586 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,600 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,615 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,633 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,649 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,664 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,677 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,691 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,706 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,722 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:56,737 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,753 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,769 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,783 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,799 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,816 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,829 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,845 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,861 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,874 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,890 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,902 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,919 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,934 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,950 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,966 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,980 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:56,993 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,008 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,024 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,039 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,053 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,067 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,082 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,098 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,114 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,127 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,143 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,161 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,177 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,193 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,209 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,217 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,233 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,247 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,261 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,276 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,292 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,307 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,324 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,340 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,356 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,372 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,386 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-25 03:00:57,401 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,419 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,435 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,451 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,467 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,484 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,498 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,513 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,530 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,546 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,560 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,574 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,591 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,607 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,623 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,639 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,655 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,671 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,687 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,700 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,716 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,730 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,746 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,762 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,778 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,794 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,807 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,824 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,839 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,855 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,870 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,886 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,902 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,917 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,931 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:57,947 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,961 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,977 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:57,993 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:58,009 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:58,025 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:00:58,041 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,056 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,066 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,082 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,096 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,111 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,127 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,143 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,158 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,170 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,180 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,198 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,214 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,230 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,244 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,259 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,275 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,289 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,305 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 03:00:58,320 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 03:00:58,334 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 03:00:58,349 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 03:00:58,363 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,378 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-25 03:00:58,394 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 03:00:58,409 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-25 03:00:58,423 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,438 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,453 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,468 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,485 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,498 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,513 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,528 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-25 03:00:58,546 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 03:01:16,121 semantic_segmentation INFO: Iters: 32810/150000 || Lr: 0.016016 || Task Loss: 1.0227 || KD Loss: 0.3903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:13:58 || Estimated Time: 2 days, 9:58:46
2023-07-25 03:01:34,409 semantic_segmentation INFO: Iters: 32820/150000 || Lr: 0.016015 || Task Loss: 1.0663 || KD Loss: 0.4409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:14:16 || Estimated Time: 2 days, 9:58:30
2023-07-25 03:01:52,709 semantic_segmentation INFO: Iters: 32830/150000 || Lr: 0.016013 || Task Loss: 0.7183 || KD Loss: 0.3151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:14:34 || Estimated Time: 2 days, 9:58:14
2023-07-25 03:02:11,279 semantic_segmentation INFO: Iters: 32840/150000 || Lr: 0.016012 || Task Loss: 0.9314 || KD Loss: 0.3528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:14:53 || Estimated Time: 2 days, 9:57:59
2023-07-25 03:02:29,307 semantic_segmentation INFO: Iters: 32850/150000 || Lr: 0.016011 || Task Loss: 0.6053 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:11 || Estimated Time: 2 days, 9:57:42
2023-07-25 03:02:47,624 semantic_segmentation INFO: Iters: 32860/150000 || Lr: 0.016010 || Task Loss: 0.9593 || KD Loss: 0.4372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:29 || Estimated Time: 2 days, 9:57:26
2023-07-25 03:03:06,075 semantic_segmentation INFO: Iters: 32870/150000 || Lr: 0.016009 || Task Loss: 0.6115 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:48 || Estimated Time: 2 days, 9:57:10
2023-07-25 03:03:24,315 semantic_segmentation INFO: Iters: 32880/150000 || Lr: 0.016007 || Task Loss: 1.0720 || KD Loss: 0.3940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:06 || Estimated Time: 2 days, 9:56:54
2023-07-25 03:03:43,216 semantic_segmentation INFO: Iters: 32890/150000 || Lr: 0.016006 || Task Loss: 0.9990 || KD Loss: 0.3477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:25 || Estimated Time: 2 days, 9:56:40
2023-07-25 03:04:01,912 semantic_segmentation INFO: Iters: 32900/150000 || Lr: 0.016005 || Task Loss: 0.7337 || KD Loss: 0.2339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:44 || Estimated Time: 2 days, 9:56:26
2023-07-25 03:04:19,816 semantic_segmentation INFO: Iters: 32910/150000 || Lr: 0.016004 || Task Loss: 1.0543 || KD Loss: 0.4484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:02 || Estimated Time: 2 days, 9:56:08
2023-07-25 03:04:38,152 semantic_segmentation INFO: Iters: 32920/150000 || Lr: 0.016002 || Task Loss: 0.6280 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:20 || Estimated Time: 2 days, 9:55:52
2023-07-25 03:04:56,446 semantic_segmentation INFO: Iters: 32930/150000 || Lr: 0.016001 || Task Loss: 0.7260 || KD Loss: 0.2421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:38 || Estimated Time: 2 days, 9:55:36
2023-07-25 03:05:14,886 semantic_segmentation INFO: Iters: 32940/150000 || Lr: 0.016000 || Task Loss: 0.9279 || KD Loss: 0.3561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:57 || Estimated Time: 2 days, 9:55:20
2023-07-25 03:05:33,316 semantic_segmentation INFO: Iters: 32950/150000 || Lr: 0.015999 || Task Loss: 0.7427 || KD Loss: 0.1915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:15 || Estimated Time: 2 days, 9:55:05
2023-07-25 03:05:51,745 semantic_segmentation INFO: Iters: 32960/150000 || Lr: 0.015997 || Task Loss: 1.0700 || KD Loss: 0.4277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:34 || Estimated Time: 2 days, 9:54:49
2023-07-25 03:06:10,182 semantic_segmentation INFO: Iters: 32970/150000 || Lr: 0.015996 || Task Loss: 0.8472 || KD Loss: 0.3319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:52 || Estimated Time: 2 days, 9:54:34
2023-07-25 03:06:28,425 semantic_segmentation INFO: Iters: 32980/150000 || Lr: 0.015995 || Task Loss: 0.8416 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:10 || Estimated Time: 2 days, 9:54:17
2023-07-25 03:06:46,542 semantic_segmentation INFO: Iters: 32990/150000 || Lr: 0.015994 || Task Loss: 0.5311 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:28 || Estimated Time: 2 days, 9:54:01
2023-07-25 03:07:04,813 semantic_segmentation INFO: Iters: 33000/150000 || Lr: 0.015993 || Task Loss: 0.6160 || KD Loss: 0.1990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:47 || Estimated Time: 2 days, 9:53:44
2023-07-25 03:07:23,320 semantic_segmentation INFO: Iters: 33010/150000 || Lr: 0.015991 || Task Loss: 0.9314 || KD Loss: 0.3296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:05 || Estimated Time: 2 days, 9:53:29
2023-07-25 03:07:41,628 semantic_segmentation INFO: Iters: 33020/150000 || Lr: 0.015990 || Task Loss: 0.7711 || KD Loss: 0.2152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:23 || Estimated Time: 2 days, 9:53:13
2023-07-25 03:07:59,949 semantic_segmentation INFO: Iters: 33030/150000 || Lr: 0.015989 || Task Loss: 0.7259 || KD Loss: 0.2036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:42 || Estimated Time: 2 days, 9:52:57
2023-07-25 03:08:18,279 semantic_segmentation INFO: Iters: 33040/150000 || Lr: 0.015988 || Task Loss: 0.6551 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:00 || Estimated Time: 2 days, 9:52:41
2023-07-25 03:08:36,502 semantic_segmentation INFO: Iters: 33050/150000 || Lr: 0.015986 || Task Loss: 0.6548 || KD Loss: 0.2238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:18 || Estimated Time: 2 days, 9:52:24
2023-07-25 03:08:55,319 semantic_segmentation INFO: Iters: 33060/150000 || Lr: 0.015985 || Task Loss: 0.7279 || KD Loss: 0.2976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:37 || Estimated Time: 2 days, 9:52:10
2023-07-25 03:09:13,771 semantic_segmentation INFO: Iters: 33070/150000 || Lr: 0.015984 || Task Loss: 0.6846 || KD Loss: 0.2386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:56 || Estimated Time: 2 days, 9:51:55
2023-07-25 03:09:32,201 semantic_segmentation INFO: Iters: 33080/150000 || Lr: 0.015983 || Task Loss: 0.7850 || KD Loss: 0.3666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:14 || Estimated Time: 2 days, 9:51:39
2023-07-25 03:09:50,634 semantic_segmentation INFO: Iters: 33090/150000 || Lr: 0.015982 || Task Loss: 0.8002 || KD Loss: 0.2307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:32 || Estimated Time: 2 days, 9:51:23
2023-07-25 03:10:08,544 semantic_segmentation INFO: Iters: 33100/150000 || Lr: 0.015980 || Task Loss: 0.7481 || KD Loss: 0.2369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:50 || Estimated Time: 2 days, 9:51:06
2023-07-25 03:10:27,146 semantic_segmentation INFO: Iters: 33110/150000 || Lr: 0.015979 || Task Loss: 0.9459 || KD Loss: 0.3728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:09 || Estimated Time: 2 days, 9:50:51
2023-07-25 03:10:45,608 semantic_segmentation INFO: Iters: 33120/150000 || Lr: 0.015978 || Task Loss: 0.9940 || KD Loss: 0.4433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:27 || Estimated Time: 2 days, 9:50:35
2023-07-25 03:11:03,756 semantic_segmentation INFO: Iters: 33130/150000 || Lr: 0.015977 || Task Loss: 0.6983 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:46 || Estimated Time: 2 days, 9:50:19
2023-07-25 03:11:22,240 semantic_segmentation INFO: Iters: 33140/150000 || Lr: 0.015975 || Task Loss: 0.5954 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:04 || Estimated Time: 2 days, 9:50:03
2023-07-25 03:11:40,779 semantic_segmentation INFO: Iters: 33150/150000 || Lr: 0.015974 || Task Loss: 0.5598 || KD Loss: 0.2228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:23 || Estimated Time: 2 days, 9:49:48
2023-07-25 03:11:59,202 semantic_segmentation INFO: Iters: 33160/150000 || Lr: 0.015973 || Task Loss: 0.6739 || KD Loss: 0.2878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:41 || Estimated Time: 2 days, 9:49:32
2023-07-25 03:12:17,243 semantic_segmentation INFO: Iters: 33170/150000 || Lr: 0.015972 || Task Loss: 0.7033 || KD Loss: 0.2427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:59 || Estimated Time: 2 days, 9:49:15
2023-07-25 03:12:35,885 semantic_segmentation INFO: Iters: 33180/150000 || Lr: 0.015970 || Task Loss: 0.8550 || KD Loss: 0.3398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:18 || Estimated Time: 2 days, 9:49:00
2023-07-25 03:12:54,095 semantic_segmentation INFO: Iters: 33190/150000 || Lr: 0.015969 || Task Loss: 0.6675 || KD Loss: 0.1830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:36 || Estimated Time: 2 days, 9:48:44
2023-07-25 03:13:12,946 semantic_segmentation INFO: Iters: 33200/150000 || Lr: 0.015968 || Task Loss: 0.6942 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:55 || Estimated Time: 2 days, 9:48:30
2023-07-25 03:13:31,392 semantic_segmentation INFO: Iters: 33210/150000 || Lr: 0.015967 || Task Loss: 0.7499 || KD Loss: 0.3403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:13 || Estimated Time: 2 days, 9:48:14
2023-07-25 03:13:49,823 semantic_segmentation INFO: Iters: 33220/150000 || Lr: 0.015966 || Task Loss: 0.6653 || KD Loss: 0.2554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:32 || Estimated Time: 2 days, 9:47:58
2023-07-25 03:14:08,258 semantic_segmentation INFO: Iters: 33230/150000 || Lr: 0.015964 || Task Loss: 1.0150 || KD Loss: 0.3448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:50 || Estimated Time: 2 days, 9:47:43
2023-07-25 03:14:26,603 semantic_segmentation INFO: Iters: 33240/150000 || Lr: 0.015963 || Task Loss: 0.4858 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:08 || Estimated Time: 2 days, 9:47:27
2023-07-25 03:14:45,037 semantic_segmentation INFO: Iters: 33250/150000 || Lr: 0.015962 || Task Loss: 0.9792 || KD Loss: 0.3966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:27 || Estimated Time: 2 days, 9:47:11
2023-07-25 03:15:03,481 semantic_segmentation INFO: Iters: 33260/150000 || Lr: 0.015961 || Task Loss: 1.0840 || KD Loss: 0.5346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:45 || Estimated Time: 2 days, 9:46:56
2023-07-25 03:15:21,760 semantic_segmentation INFO: Iters: 33270/150000 || Lr: 0.015959 || Task Loss: 1.0561 || KD Loss: 0.3530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:04 || Estimated Time: 2 days, 9:46:39
2023-07-25 03:15:39,795 semantic_segmentation INFO: Iters: 33280/150000 || Lr: 0.015958 || Task Loss: 0.5421 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:22 || Estimated Time: 2 days, 9:46:22
2023-07-25 03:15:58,535 semantic_segmentation INFO: Iters: 33290/150000 || Lr: 0.015957 || Task Loss: 0.6180 || KD Loss: 0.2243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:40 || Estimated Time: 2 days, 9:46:08
2023-07-25 03:16:17,102 semantic_segmentation INFO: Iters: 33300/150000 || Lr: 0.015956 || Task Loss: 0.9574 || KD Loss: 0.3922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:59 || Estimated Time: 2 days, 9:45:53
2023-07-25 03:16:35,126 semantic_segmentation INFO: Iters: 33310/150000 || Lr: 0.015954 || Task Loss: 1.4253 || KD Loss: 0.6435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:17 || Estimated Time: 2 days, 9:45:35
2023-07-25 03:16:53,767 semantic_segmentation INFO: Iters: 33320/150000 || Lr: 0.015953 || Task Loss: 0.8474 || KD Loss: 0.3377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:36 || Estimated Time: 2 days, 9:45:21
2023-07-25 03:17:12,044 semantic_segmentation INFO: Iters: 33330/150000 || Lr: 0.015952 || Task Loss: 0.7977 || KD Loss: 0.2878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:54 || Estimated Time: 2 days, 9:45:04
2023-07-25 03:17:30,597 semantic_segmentation INFO: Iters: 33340/150000 || Lr: 0.015951 || Task Loss: 0.6372 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:12 || Estimated Time: 2 days, 9:44:49
2023-07-25 03:17:49,329 semantic_segmentation INFO: Iters: 33350/150000 || Lr: 0.015950 || Task Loss: 0.9168 || KD Loss: 0.3294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:31 || Estimated Time: 2 days, 9:44:34
2023-07-25 03:18:07,606 semantic_segmentation INFO: Iters: 33360/150000 || Lr: 0.015948 || Task Loss: 0.8810 || KD Loss: 0.3460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:49 || Estimated Time: 2 days, 9:44:18
2023-07-25 03:18:26,136 semantic_segmentation INFO: Iters: 33370/150000 || Lr: 0.015947 || Task Loss: 0.5933 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:08 || Estimated Time: 2 days, 9:44:03
2023-07-25 03:18:44,445 semantic_segmentation INFO: Iters: 33380/150000 || Lr: 0.015946 || Task Loss: 0.8393 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:26 || Estimated Time: 2 days, 9:43:47
2023-07-25 03:19:02,881 semantic_segmentation INFO: Iters: 33390/150000 || Lr: 0.015945 || Task Loss: 0.8987 || KD Loss: 0.2726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:45 || Estimated Time: 2 days, 9:43:31
2023-07-25 03:19:21,130 semantic_segmentation INFO: Iters: 33400/150000 || Lr: 0.015943 || Task Loss: 0.6183 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:03 || Estimated Time: 2 days, 9:43:15
2023-07-25 03:19:39,677 semantic_segmentation INFO: Iters: 33410/150000 || Lr: 0.015942 || Task Loss: 0.5453 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:21 || Estimated Time: 2 days, 9:42:59
2023-07-25 03:19:58,010 semantic_segmentation INFO: Iters: 33420/150000 || Lr: 0.015941 || Task Loss: 0.6701 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:40 || Estimated Time: 2 days, 9:42:43
2023-07-25 03:20:16,292 semantic_segmentation INFO: Iters: 33430/150000 || Lr: 0.015940 || Task Loss: 1.0123 || KD Loss: 0.3041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:58 || Estimated Time: 2 days, 9:42:27
2023-07-25 03:20:34,731 semantic_segmentation INFO: Iters: 33440/150000 || Lr: 0.015938 || Task Loss: 0.8105 || KD Loss: 0.3041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:17 || Estimated Time: 2 days, 9:42:11
2023-07-25 03:20:53,160 semantic_segmentation INFO: Iters: 33450/150000 || Lr: 0.015937 || Task Loss: 0.7747 || KD Loss: 0.2726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:35 || Estimated Time: 2 days, 9:41:56
2023-07-25 03:21:11,400 semantic_segmentation INFO: Iters: 33460/150000 || Lr: 0.015936 || Task Loss: 0.7274 || KD Loss: 0.2268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:53 || Estimated Time: 2 days, 9:41:39
2023-07-25 03:21:29,513 semantic_segmentation INFO: Iters: 33470/150000 || Lr: 0.015935 || Task Loss: 0.8348 || KD Loss: 0.2612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:11 || Estimated Time: 2 days, 9:41:23
2023-07-25 03:21:47,836 semantic_segmentation INFO: Iters: 33480/150000 || Lr: 0.015934 || Task Loss: 0.6654 || KD Loss: 0.2145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:30 || Estimated Time: 2 days, 9:41:07
2023-07-25 03:22:06,561 semantic_segmentation INFO: Iters: 33490/150000 || Lr: 0.015932 || Task Loss: 0.9148 || KD Loss: 0.4142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:48 || Estimated Time: 2 days, 9:40:52
2023-07-25 03:22:24,841 semantic_segmentation INFO: Iters: 33500/150000 || Lr: 0.015931 || Task Loss: 0.6366 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:07 || Estimated Time: 2 days, 9:40:36
2023-07-25 03:22:43,459 semantic_segmentation INFO: Iters: 33510/150000 || Lr: 0.015930 || Task Loss: 1.2666 || KD Loss: 0.4422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:25 || Estimated Time: 2 days, 9:40:21
2023-07-25 03:23:01,363 semantic_segmentation INFO: Iters: 33520/150000 || Lr: 0.015929 || Task Loss: 0.9092 || KD Loss: 0.3235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:43 || Estimated Time: 2 days, 9:40:03
2023-07-25 03:23:19,466 semantic_segmentation INFO: Iters: 33530/150000 || Lr: 0.015927 || Task Loss: 1.0797 || KD Loss: 0.5166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:01 || Estimated Time: 2 days, 9:39:46
2023-07-25 03:23:37,697 semantic_segmentation INFO: Iters: 33540/150000 || Lr: 0.015926 || Task Loss: 0.7296 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:19 || Estimated Time: 2 days, 9:39:30
2023-07-25 03:23:56,004 semantic_segmentation INFO: Iters: 33550/150000 || Lr: 0.015925 || Task Loss: 0.7034 || KD Loss: 0.2809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:38 || Estimated Time: 2 days, 9:39:14
2023-07-25 03:24:14,399 semantic_segmentation INFO: Iters: 33560/150000 || Lr: 0.015924 || Task Loss: 1.1108 || KD Loss: 0.5069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:56 || Estimated Time: 2 days, 9:38:58
2023-07-25 03:24:32,701 semantic_segmentation INFO: Iters: 33570/150000 || Lr: 0.015922 || Task Loss: 0.7052 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:14 || Estimated Time: 2 days, 9:38:42
2023-07-25 03:24:51,523 semantic_segmentation INFO: Iters: 33580/150000 || Lr: 0.015921 || Task Loss: 0.6543 || KD Loss: 0.2177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:33 || Estimated Time: 2 days, 9:38:27
2023-07-25 03:25:10,175 semantic_segmentation INFO: Iters: 33590/150000 || Lr: 0.015920 || Task Loss: 0.9003 || KD Loss: 0.3404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:52 || Estimated Time: 2 days, 9:38:13
2023-07-25 03:25:28,483 semantic_segmentation INFO: Iters: 33600/150000 || Lr: 0.015919 || Task Loss: 0.8935 || KD Loss: 0.3473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:38:10 || Estimated Time: 2 days, 9:37:56
2023-07-25 03:25:28,608 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 03:25:28,994 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-25 03:25:29,007 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.788, mIoU: 0.105
2023-07-25 03:25:29,036 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.841, mIoU: 0.132
2023-07-25 03:25:29,051 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.871, mIoU: 0.141
2023-07-25 03:25:29,066 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.828, mIoU: 0.177
2023-07-25 03:25:29,080 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.851, mIoU: 0.222
2023-07-25 03:25:29,095 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.857, mIoU: 0.259
2023-07-25 03:25:29,111 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.873, mIoU: 0.282
2023-07-25 03:25:29,125 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.869, mIoU: 0.284
2023-07-25 03:25:29,140 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.871, mIoU: 0.292
2023-07-25 03:25:29,156 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.862, mIoU: 0.292
2023-07-25 03:25:29,172 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.869, mIoU: 0.293
2023-07-25 03:25:29,185 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.835, mIoU: 0.280
2023-07-25 03:25:29,200 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.840, mIoU: 0.268
2023-07-25 03:25:29,215 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.828, mIoU: 0.250
2023-07-25 03:25:29,229 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.835, mIoU: 0.248
2023-07-25 03:25:29,240 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.830, mIoU: 0.237
2023-07-25 03:25:29,253 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.823, mIoU: 0.233
2023-07-25 03:25:29,269 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.829, mIoU: 0.233
2023-07-25 03:25:29,288 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.835, mIoU: 0.264
2023-07-25 03:25:29,305 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.842, mIoU: 0.269
2023-07-25 03:25:29,322 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.845, mIoU: 0.272
2023-07-25 03:25:29,338 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.838, mIoU: 0.295
2023-07-25 03:25:29,356 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.839, mIoU: 0.297
2023-07-25 03:25:29,374 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.840, mIoU: 0.309
2023-07-25 03:25:29,390 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.840, mIoU: 0.313
2023-07-25 03:25:29,406 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.842, mIoU: 0.311
2023-07-25 03:25:29,419 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.846, mIoU: 0.311
2023-07-25 03:25:29,437 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.843, mIoU: 0.302
2023-07-25 03:25:29,453 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.848, mIoU: 0.302
2023-07-25 03:25:29,469 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.852, mIoU: 0.304
2023-07-25 03:25:29,485 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.856, mIoU: 0.305
2023-07-25 03:25:29,502 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.857, mIoU: 0.305
2023-07-25 03:25:29,518 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.858, mIoU: 0.305
2023-07-25 03:25:29,534 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.861, mIoU: 0.334
2023-07-25 03:25:29,550 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.863, mIoU: 0.335
2023-07-25 03:25:29,564 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.864, mIoU: 0.327
2023-07-25 03:25:29,577 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.866, mIoU: 0.335
2023-07-25 03:25:29,594 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.864, mIoU: 0.331
2023-07-25 03:25:29,607 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.864, mIoU: 0.331
2023-07-25 03:25:29,621 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.848, mIoU: 0.316
2023-07-25 03:25:29,637 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.851, mIoU: 0.316
2023-07-25 03:25:29,652 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.851, mIoU: 0.320
2023-07-25 03:25:29,666 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-25 03:25:29,681 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.853, mIoU: 0.324
2023-07-25 03:25:29,697 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.852, mIoU: 0.324
2023-07-25 03:25:29,712 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.853, mIoU: 0.331
2023-07-25 03:25:29,726 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.852, mIoU: 0.332
2023-07-25 03:25:29,741 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.853, mIoU: 0.334
2023-07-25 03:25:29,759 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.853, mIoU: 0.333
2023-07-25 03:25:29,776 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.853, mIoU: 0.329
2023-07-25 03:25:29,792 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.856, mIoU: 0.329
2023-07-25 03:25:29,807 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.857, mIoU: 0.327
2023-07-25 03:25:29,824 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.857, mIoU: 0.326
2023-07-25 03:25:29,840 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.857, mIoU: 0.327
2023-07-25 03:25:29,854 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.857, mIoU: 0.325
2023-07-25 03:25:29,871 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.858, mIoU: 0.325
2023-07-25 03:25:29,889 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.860, mIoU: 0.324
2023-07-25 03:25:29,904 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.860, mIoU: 0.323
2023-07-25 03:25:29,920 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.851, mIoU: 0.324
2023-07-25 03:25:29,934 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.849, mIoU: 0.320
2023-07-25 03:25:29,950 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.850, mIoU: 0.316
2023-07-25 03:25:29,964 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.851, mIoU: 0.315
2023-07-25 03:25:29,983 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.851, mIoU: 0.323
2023-07-25 03:25:29,997 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.851, mIoU: 0.317
2023-07-25 03:25:30,013 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-25 03:25:30,029 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.854, mIoU: 0.316
2023-07-25 03:25:30,043 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.852, mIoU: 0.316
2023-07-25 03:25:30,059 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.854, mIoU: 0.317
2023-07-25 03:25:30,075 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.851, mIoU: 0.318
2023-07-25 03:25:30,091 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.851, mIoU: 0.332
2023-07-25 03:25:30,105 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.853, mIoU: 0.333
2023-07-25 03:25:30,121 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.852, mIoU: 0.328
2023-07-25 03:25:30,137 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.854, mIoU: 0.328
2023-07-25 03:25:30,153 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.855, mIoU: 0.363
2023-07-25 03:25:30,169 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.857, mIoU: 0.362
2023-07-25 03:25:30,184 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.853, mIoU: 0.361
2023-07-25 03:25:30,194 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.853, mIoU: 0.360
2023-07-25 03:25:30,210 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.853, mIoU: 0.370
2023-07-25 03:25:30,228 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.854, mIoU: 0.374
2023-07-25 03:25:30,242 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.855, mIoU: 0.381
2023-07-25 03:25:30,258 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.853, mIoU: 0.380
2023-07-25 03:25:30,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.852, mIoU: 0.379
2023-07-25 03:25:30,290 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.849, mIoU: 0.370
2023-07-25 03:25:30,307 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.848, mIoU: 0.363
2023-07-25 03:25:30,323 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.849, mIoU: 0.366
2023-07-25 03:25:30,340 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.850, mIoU: 0.365
2023-07-25 03:25:30,356 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.849, mIoU: 0.363
2023-07-25 03:25:30,373 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.849, mIoU: 0.370
2023-07-25 03:25:30,387 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.849, mIoU: 0.370
2023-07-25 03:25:30,403 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.849, mIoU: 0.370
2023-07-25 03:25:30,421 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.850, mIoU: 0.371
2023-07-25 03:25:30,437 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.848, mIoU: 0.370
2023-07-25 03:25:30,454 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.849, mIoU: 0.384
2023-07-25 03:25:30,470 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.847, mIoU: 0.383
2023-07-25 03:25:30,486 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.847, mIoU: 0.382
2023-07-25 03:25:30,500 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.848, mIoU: 0.383
2023-07-25 03:25:30,514 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.850, mIoU: 0.387
2023-07-25 03:25:30,530 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.851, mIoU: 0.387
2023-07-25 03:25:30,544 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.852, mIoU: 0.390
2023-07-25 03:25:30,560 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.852, mIoU: 0.390
2023-07-25 03:25:30,575 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.853, mIoU: 0.389
2023-07-25 03:25:30,589 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.854, mIoU: 0.389
2023-07-25 03:25:30,604 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.853, mIoU: 0.388
2023-07-25 03:25:30,619 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.854, mIoU: 0.390
2023-07-25 03:25:30,632 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.855, mIoU: 0.397
2023-07-25 03:25:30,647 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.854, mIoU: 0.397
2023-07-25 03:25:30,663 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.855, mIoU: 0.397
2023-07-25 03:25:30,677 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.855, mIoU: 0.394
2023-07-25 03:25:30,691 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.855, mIoU: 0.393
2023-07-25 03:25:30,705 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.855, mIoU: 0.398
2023-07-25 03:25:30,720 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.857, mIoU: 0.399
2023-07-25 03:25:30,737 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.857, mIoU: 0.399
2023-07-25 03:25:30,753 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.857, mIoU: 0.397
2023-07-25 03:25:30,769 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.858, mIoU: 0.402
2023-07-25 03:25:30,783 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.859, mIoU: 0.402
2023-07-25 03:25:30,798 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.855, mIoU: 0.395
2023-07-25 03:25:30,814 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.856, mIoU: 0.395
2023-07-25 03:25:30,828 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.856, mIoU: 0.394
2023-07-25 03:25:30,844 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.855, mIoU: 0.392
2023-07-25 03:25:30,861 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.857, mIoU: 0.392
2023-07-25 03:25:30,876 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.857, mIoU: 0.392
2023-07-25 03:25:30,890 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.858, mIoU: 0.391
2023-07-25 03:25:30,907 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.858, mIoU: 0.391
2023-07-25 03:25:30,923 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.859, mIoU: 0.391
2023-07-25 03:25:30,932 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.858, mIoU: 0.388
2023-07-25 03:25:30,944 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.859, mIoU: 0.387
2023-07-25 03:25:30,961 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.854, mIoU: 0.380
2023-07-25 03:25:30,970 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.853, mIoU: 0.378
2023-07-25 03:25:30,984 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.853, mIoU: 0.382
2023-07-25 03:25:31,000 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.855, mIoU: 0.382
2023-07-25 03:25:31,016 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.855, mIoU: 0.387
2023-07-25 03:25:31,030 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.856, mIoU: 0.388
2023-07-25 03:25:31,046 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.855, mIoU: 0.385
2023-07-25 03:25:31,059 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.854, mIoU: 0.383
2023-07-25 03:25:31,072 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.855, mIoU: 0.384
2023-07-25 03:25:31,088 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.853, mIoU: 0.383
2023-07-25 03:25:31,102 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.854, mIoU: 0.383
2023-07-25 03:25:31,118 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.855, mIoU: 0.384
2023-07-25 03:25:31,133 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.855, mIoU: 0.384
2023-07-25 03:25:31,149 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.856, mIoU: 0.386
2023-07-25 03:25:31,166 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.857, mIoU: 0.386
2023-07-25 03:25:31,182 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.857, mIoU: 0.390
2023-07-25 03:25:31,199 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.857, mIoU: 0.396
2023-07-25 03:25:31,215 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.858, mIoU: 0.398
2023-07-25 03:25:31,230 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.856, mIoU: 0.394
2023-07-25 03:25:31,247 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.856, mIoU: 0.394
2023-07-25 03:25:31,262 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.855, mIoU: 0.395
2023-07-25 03:25:31,273 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-25 03:25:31,290 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.856, mIoU: 0.415
2023-07-25 03:25:31,306 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.855, mIoU: 0.416
2023-07-25 03:25:31,320 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.855, mIoU: 0.414
2023-07-25 03:25:31,336 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-25 03:25:31,350 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.855, mIoU: 0.412
2023-07-25 03:25:31,364 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.856, mIoU: 0.412
2023-07-25 03:25:31,380 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,396 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,412 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.855, mIoU: 0.414
2023-07-25 03:25:31,428 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.856, mIoU: 0.415
2023-07-25 03:25:31,444 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-25 03:25:31,460 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-25 03:25:31,476 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-25 03:25:31,490 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.858, mIoU: 0.419
2023-07-25 03:25:31,505 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.859, mIoU: 0.419
2023-07-25 03:25:31,519 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.859, mIoU: 0.419
2023-07-25 03:25:31,533 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.857, mIoU: 0.415
2023-07-25 03:25:31,547 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.856, mIoU: 0.415
2023-07-25 03:25:31,563 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-25 03:25:31,579 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.854, mIoU: 0.413
2023-07-25 03:25:31,596 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,613 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,628 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-25 03:25:31,644 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.854, mIoU: 0.410
2023-07-25 03:25:31,660 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.855, mIoU: 0.410
2023-07-25 03:25:31,677 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.853, mIoU: 0.410
2023-07-25 03:25:31,694 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,709 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.853, mIoU: 0.411
2023-07-25 03:25:31,723 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.853, mIoU: 0.408
2023-07-25 03:25:31,739 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-25 03:25:31,753 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.854, mIoU: 0.409
2023-07-25 03:25:31,770 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:31,785 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-25 03:25:31,801 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.855, mIoU: 0.415
2023-07-25 03:25:31,817 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-25 03:25:31,833 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.855, mIoU: 0.417
2023-07-25 03:25:31,849 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-25 03:25:31,866 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-25 03:25:31,881 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-25 03:25:31,894 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-25 03:25:31,911 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.857, mIoU: 0.417
2023-07-25 03:25:31,925 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-25 03:25:31,942 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-25 03:25:31,959 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.858, mIoU: 0.418
2023-07-25 03:25:31,976 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.858, mIoU: 0.417
2023-07-25 03:25:31,989 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.858, mIoU: 0.415
2023-07-25 03:25:32,005 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.859, mIoU: 0.415
2023-07-25 03:25:32,017 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.859, mIoU: 0.415
2023-07-25 03:25:32,032 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.860, mIoU: 0.415
2023-07-25 03:25:32,049 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.860, mIoU: 0.415
2023-07-25 03:25:32,067 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.857, mIoU: 0.411
2023-07-25 03:25:32,084 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.858, mIoU: 0.412
2023-07-25 03:25:32,100 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.856, mIoU: 0.412
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2023-07-25 03:25:33,663 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.845, mIoU: 0.414
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2023-07-25 03:25:33,695 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.846, mIoU: 0.415
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2023-07-25 03:25:35,187 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.854, mIoU: 0.412
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2023-07-25 03:25:35,218 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.855, mIoU: 0.412
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2023-07-25 03:25:35,267 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-25 03:25:35,281 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-25 03:25:35,297 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-25 03:25:35,313 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-25 03:25:35,329 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.856, mIoU: 0.412
2023-07-25 03:25:35,343 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:35,358 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.854, mIoU: 0.410
2023-07-25 03:25:35,372 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.854, mIoU: 0.410
2023-07-25 03:25:35,386 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.854, mIoU: 0.409
2023-07-25 03:25:35,399 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-25 03:25:35,416 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-25 03:25:35,432 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.854, mIoU: 0.409
2023-07-25 03:25:35,448 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.854, mIoU: 0.411
2023-07-25 03:25:35,464 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.855, mIoU: 0.412
2023-07-25 03:25:35,478 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.854, mIoU: 0.411
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2023-07-25 03:25:35,510 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.853, mIoU: 0.411
2023-07-25 03:25:35,526 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,539 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,555 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-25 03:25:35,568 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-25 03:25:35,586 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-25 03:25:35,599 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.852, mIoU: 0.412
2023-07-25 03:25:35,615 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.851, mIoU: 0.411
2023-07-25 03:25:35,632 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-25 03:25:35,647 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-25 03:25:35,663 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,680 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 03:25:35,693 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 03:25:35,710 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 03:25:35,726 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,741 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,758 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,775 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,791 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,808 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 03:25:35,824 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,840 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.852, mIoU: 0.409
2023-07-25 03:25:35,855 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 03:25:35,870 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 03:25:35,884 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 03:25:35,898 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.852, mIoU: 0.408
2023-07-25 03:25:35,915 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-25 03:25:35,931 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.850, mIoU: 0.404
2023-07-25 03:25:35,947 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:35,963 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:35,976 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:35,992 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,006 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,017 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,033 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 03:25:36,049 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 03:25:36,066 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 03:25:36,083 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.850, mIoU: 0.402
2023-07-25 03:25:36,101 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.851, mIoU: 0.402
2023-07-25 03:25:36,118 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.851, mIoU: 0.403
2023-07-25 03:25:36,134 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,143 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,154 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.850, mIoU: 0.403
2023-07-25 03:25:36,168 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-25 03:25:36,182 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-25 03:25:36,199 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.851, mIoU: 0.405
2023-07-25 03:25:36,213 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-25 03:25:36,229 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.850, mIoU: 0.406
2023-07-25 03:25:36,246 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.851, mIoU: 0.406
2023-07-25 03:25:36,262 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-25 03:25:36,278 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-25 03:25:36,294 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-25 03:25:36,308 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.851, mIoU: 0.407
2023-07-25 03:25:36,324 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-25 03:25:36,340 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-25 03:25:36,353 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-25 03:25:36,370 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.851, mIoU: 0.409
2023-07-25 03:25:36,381 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-25 03:25:36,397 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.851, mIoU: 0.410
2023-07-25 03:25:36,412 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.852, mIoU: 0.410
2023-07-25 03:25:36,428 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-25 03:25:36,444 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-25 03:25:36,460 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 03:25:36,471 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.852, mIoU: 0.413
2023-07-25 03:25:36,485 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.853, mIoU: 0.414
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2023-07-25 03:25:36,518 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-25 03:25:36,531 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-25 03:25:36,545 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.853, mIoU: 0.414
2023-07-25 03:25:36,559 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-25 03:25:36,575 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.854, mIoU: 0.416
2023-07-25 03:25:36,592 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,607 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,616 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,632 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,648 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,662 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.854, mIoU: 0.417
2023-07-25 03:25:36,678 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-25 03:25:36,694 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.854, mIoU: 0.419
2023-07-25 03:25:36,708 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.854, mIoU: 0.420
2023-07-25 03:25:36,725 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-25 03:25:36,739 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.855, mIoU: 0.421
2023-07-25 03:25:36,755 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,772 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,788 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,805 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,819 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,833 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,849 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 03:25:36,865 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,880 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,896 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.856, mIoU: 0.423
2023-07-25 03:25:36,913 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 03:25:36,929 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 03:25:36,945 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 03:25:36,959 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 03:25:36,974 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 03:25:36,989 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 03:25:37,005 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 03:25:37,021 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 03:25:37,036 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 03:25:37,050 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 03:25:37,066 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 03:25:37,082 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.856, mIoU: 0.427
2023-07-25 03:25:37,095 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:37,111 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 03:25:37,123 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 03:25:37,139 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 03:25:37,153 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 03:25:37,165 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 03:25:37,178 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 03:25:37,193 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,209 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,225 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,240 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 03:25:37,249 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 03:25:37,265 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.857, mIoU: 0.438
2023-07-25 03:25:37,282 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,298 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,314 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 03:25:37,330 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.856, mIoU: 0.437
2023-07-25 03:25:37,343 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.857, mIoU: 0.437
2023-07-25 03:25:37,357 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 03:25:37,373 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.856, mIoU: 0.436
2023-07-25 03:25:37,388 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 03:25:37,404 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 03:25:37,417 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 03:25:37,431 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 03:25:37,447 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 03:25:37,462 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.856, mIoU: 0.435
2023-07-25 03:25:37,479 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 03:25:37,493 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,509 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 03:25:37,526 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 03:25:37,543 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 03:25:37,557 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 03:25:37,574 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,590 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,604 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,620 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,636 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,652 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,668 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,681 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,698 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,714 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,731 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 03:25:37,742 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 03:25:37,758 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,774 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.856, mIoU: 0.434
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2023-07-25 03:25:37,802 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.856, mIoU: 0.433
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2023-07-25 03:25:37,831 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.856, mIoU: 0.433
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2023-07-25 03:25:37,876 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.856, mIoU: 0.433
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2023-07-25 03:25:37,903 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.856, mIoU: 0.433
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2023-07-25 03:25:37,983 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:37,997 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.856, mIoU: 0.434
2023-07-25 03:25:38,013 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 03:25:38,030 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 03:25:38,044 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:38,060 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:38,076 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.857, mIoU: 0.433
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2023-07-25 03:25:38,153 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,169 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.857, mIoU: 0.432
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2023-07-25 03:25:38,200 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,216 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,228 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,243 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,259 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,275 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,289 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,305 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 03:25:38,320 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 03:25:38,337 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 03:25:38,352 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 03:25:38,369 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 03:25:38,384 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:38,400 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:38,416 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:38,431 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 03:25:38,444 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 03:25:38,459 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:38,475 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,491 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,504 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,520 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 03:25:38,535 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 03:25:38,551 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 03:25:38,567 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,584 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,600 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,616 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,632 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 03:25:38,647 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 03:25:38,662 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,677 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,693 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,712 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:38,728 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 03:25:38,744 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:38,755 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:38,769 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,785 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,798 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,814 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,827 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 03:25:38,841 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,856 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:38,873 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:38,889 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.857, mIoU: 0.430
2023-07-25 03:25:38,906 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,921 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,936 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,951 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,966 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:38,983 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:38,999 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:39,015 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:39,031 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 03:25:39,047 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 03:25:39,061 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:39,077 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 03:25:39,094 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:39,107 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:39,121 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 03:25:39,136 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:39,153 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:39,169 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:39,183 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:39,199 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 03:25:39,215 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 03:25:39,231 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:39,245 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 03:25:39,258 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:39,267 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:39,282 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 03:25:39,299 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 03:25:39,316 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 03:25:39,333 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 03:25:39,349 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 03:25:39,366 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 03:25:39,383 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 03:25:39,400 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,413 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,429 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,444 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,461 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,477 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 03:25:39,490 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 03:25:39,504 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 03:25:39,518 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 03:25:39,532 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 03:25:39,547 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 03:25:39,560 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 03:25:39,575 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 03:25:39,590 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 03:25:39,607 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 03:25:39,619 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 03:25:39,634 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 03:25:39,648 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,659 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,675 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,691 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,706 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,722 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,738 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:39,755 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 03:25:39,769 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:39,786 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:39,802 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 03:25:39,820 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 03:25:39,837 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:39,853 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,870 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,884 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,898 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,912 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,928 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,946 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:39,960 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 03:25:39,974 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:39,990 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:40,005 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 03:25:40,021 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,037 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 03:25:40,053 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,067 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,083 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,097 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 03:25:40,112 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 03:25:40,128 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 03:25:40,144 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 03:25:40,161 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,176 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,193 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,211 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,225 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,239 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.862, mIoU: 0.440
2023-07-25 03:25:40,256 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 03:25:40,272 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 03:25:40,289 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.862, mIoU: 0.440
2023-07-25 03:25:40,305 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 03:25:40,317 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 03:25:40,331 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 03:25:40,347 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,361 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,377 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,395 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 03:25:40,409 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 03:25:40,425 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,439 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,454 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,470 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,484 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,498 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,513 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:40,529 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,544 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,560 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 03:25:40,576 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,591 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,605 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-25 03:25:40,621 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,638 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,656 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,670 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,686 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,700 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,717 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,731 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,745 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-25 03:25:40,761 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,777 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,791 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,807 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,824 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-25 03:25:40,840 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,857 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,870 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,883 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,898 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,912 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-25 03:25:40,925 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 03:25:40,939 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 03:25:40,956 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 03:25:40,970 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:40,984 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 03:25:41,000 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 03:25:41,017 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 03:25:41,033 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-25 03:25:41,049 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,063 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,077 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,093 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,109 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,125 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,141 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,155 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,169 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-25 03:25:41,181 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-25 03:25:41,198 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,215 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,231 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,246 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,258 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,272 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,288 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,305 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,319 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,335 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,349 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,366 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,379 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,395 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,409 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,425 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,441 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-25 03:25:41,455 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,471 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-25 03:25:41,487 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,503 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,518 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,534 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,549 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,565 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,581 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:41,596 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-25 03:25:41,613 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:41,627 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:41,641 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:41,655 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:41,672 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:41,686 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,704 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,719 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,731 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,747 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,764 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,780 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,794 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,811 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,827 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,841 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,856 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,873 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,888 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:41,902 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,914 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:41,932 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,948 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.861, mIoU: 0.447
2023-07-25 03:25:41,964 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,978 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:41,994 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-25 03:25:42,010 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,027 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,043 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,057 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,073 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,087 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,103 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.862, mIoU: 0.450
2023-07-25 03:25:42,119 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,133 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,150 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,165 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-25 03:25:42,181 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,197 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,214 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,230 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,246 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,262 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,277 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,294 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-25 03:25:42,309 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,326 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,342 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,352 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:42,367 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:42,381 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:42,397 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:42,413 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,429 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,444 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,460 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,475 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,490 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,507 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,523 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,537 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,553 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,569 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,584 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,598 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,614 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:42,631 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,647 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,661 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,677 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:25:42,694 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:25:42,708 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:25:42,723 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,739 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,753 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,768 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 03:25:42,782 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-25 03:25:42,797 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,813 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,829 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,845 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,861 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,877 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,890 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:42,904 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:42,920 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:42,934 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:42,947 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 03:25:42,963 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-25 03:25:42,978 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:42,994 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,011 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,024 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,038 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,056 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,072 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,085 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,101 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,115 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,132 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,147 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,164 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,180 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,195 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,205 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:43,222 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-25 03:25:43,238 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,252 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-25 03:25:43,267 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,283 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,299 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,313 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,328 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,344 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,361 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,377 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,392 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,410 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,426 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,440 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,456 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-25 03:25:43,471 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,486 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-25 03:25:43,500 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-25 03:25:43,515 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,531 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,547 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,554 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,568 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,581 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,594 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-25 03:25:43,607 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,623 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,639 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,655 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-25 03:25:43,668 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 03:25:43,682 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 03:25:43,698 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 03:25:43,710 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 03:25:43,726 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:43,740 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,756 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,772 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,788 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,804 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,816 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,830 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:43,846 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,861 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 03:25:43,877 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-25 03:25:43,892 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,906 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,917 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,928 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,941 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:43,953 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,968 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:43,982 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:43,997 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,013 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,030 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,045 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:44,062 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:44,078 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,094 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,112 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,127 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,143 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,160 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,177 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,191 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,206 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,222 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,235 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,251 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,265 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,280 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,295 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,314 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,330 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,343 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,358 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,373 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,389 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,404 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,417 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 03:25:44,431 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 03:25:44,448 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 03:25:44,464 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,480 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,496 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,513 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,530 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,546 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 03:25:44,562 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,576 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 03:25:44,593 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 03:25:44,604 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 03:25:44,618 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 03:25:44,634 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-25 03:25:44,646 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,661 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 03:25:44,676 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:44,692 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,708 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,724 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 03:25:44,739 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,753 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,766 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,782 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,795 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,810 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:44,825 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,838 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,853 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,867 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,883 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,898 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,914 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,929 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,945 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,958 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,971 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:44,987 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 03:25:45,000 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:45,014 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 03:25:45,031 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 03:25:45,047 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,063 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,077 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,091 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,107 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,124 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,140 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,155 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,169 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,184 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,201 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,217 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,233 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,249 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,264 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,279 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,295 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,311 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.864, mIoU: 0.456
2023-07-25 03:25:45,326 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:45,341 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,357 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,370 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,386 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,401 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,417 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,430 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:45,445 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,461 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,479 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,493 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,508 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,524 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,540 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,556 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,572 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,588 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,602 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,618 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,635 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,648 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,664 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,678 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,687 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,703 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:45,719 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,733 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:45,749 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 03:25:45,765 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 03:25:45,778 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,792 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,808 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,823 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,839 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,856 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,871 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,889 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,904 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,918 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,933 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,949 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:45,965 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,978 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:45,992 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,008 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,024 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,040 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,056 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,069 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,085 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,100 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:46,114 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-25 03:25:46,129 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,146 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,161 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,177 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,191 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,206 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,222 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,237 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,253 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,267 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,283 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,297 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,310 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-25 03:25:46,323 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,339 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,354 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,370 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,385 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,396 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,410 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,427 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,443 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,456 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,473 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,490 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,506 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,520 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,535 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,551 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,565 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,581 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,595 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,609 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-25 03:25:46,625 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,640 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:46,656 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:46,672 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:46,686 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:46,701 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:46,717 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:46,730 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:46,746 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:46,761 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,777 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,792 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,805 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,818 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,834 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 03:25:46,849 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 03:25:46,864 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:46,877 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:46,893 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:46,912 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:46,926 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:46,938 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:46,954 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:46,970 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:46,986 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:47,002 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:47,016 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-25 03:25:47,032 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,047 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,060 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,076 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,092 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,108 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,125 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,141 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-25 03:25:47,157 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,171 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,187 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,201 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.863, mIoU: 0.456
2023-07-25 03:25:47,215 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 03:25:47,232 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-25 03:25:47,248 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,261 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,277 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,289 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 03:25:47,305 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,322 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,338 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,352 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,368 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,386 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,402 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,414 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 03:25:47,430 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,446 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,458 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,474 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-25 03:25:47,490 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,506 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.861, mIoU: 0.452
2023-07-25 03:25:47,519 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.862, mIoU: 0.453
2023-07-25 03:25:47,533 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.862, mIoU: 0.452
2023-07-25 03:25:47,548 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 03:25:47,563 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.861, mIoU: 0.451
2023-07-25 03:25:47,579 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,592 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,608 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,621 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,635 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,650 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,666 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,681 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,697 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,715 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,729 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.861, mIoU: 0.450
2023-07-25 03:25:47,746 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 03:25:47,761 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.861, mIoU: 0.449
2023-07-25 03:25:47,777 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,793 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-25 03:25:47,807 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,821 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,838 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,854 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,871 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,885 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,899 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,915 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.860, mIoU: 0.449
2023-07-25 03:25:47,931 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:47,944 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:47,958 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:47,974 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:47,990 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,006 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,021 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,037 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,053 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,067 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,083 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,098 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,112 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,127 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,144 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,160 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,175 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,191 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:48,206 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,222 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,237 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,252 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,268 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,285 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,300 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,317 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,333 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,346 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,360 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,376 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,392 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,406 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,422 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,438 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,453 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,469 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,484 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,500 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,516 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,529 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,543 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,557 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,571 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,584 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,600 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:48,615 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,629 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:48,643 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,658 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:48,670 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,685 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,701 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,717 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,734 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,750 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,764 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,781 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,797 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,811 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:48,828 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:48,844 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:48,861 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,875 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,891 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,907 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:48,923 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,939 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,952 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,968 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:48,984 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,000 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,016 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,029 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,045 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,060 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,076 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,092 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,107 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,123 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,139 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,150 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,165 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,178 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,192 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,210 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,225 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,240 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,253 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,266 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,280 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,296 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,310 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,326 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,342 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,356 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,372 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,388 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,403 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,419 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,435 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,449 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,464 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,477 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,493 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,509 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,525 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,541 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,555 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,569 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,584 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,600 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,615 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,629 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,642 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,658 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,674 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,689 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,703 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,719 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,736 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,753 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,768 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,784 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,793 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,809 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.860, mIoU: 0.447
2023-07-25 03:25:49,822 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,836 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.860, mIoU: 0.448
2023-07-25 03:25:49,851 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,867 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,882 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,898 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,914 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,930 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-25 03:25:49,946 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.859, mIoU: 0.446
2023-07-25 03:25:49,960 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:49,976 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:49,994 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,010 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,027 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,043 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,061 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,075 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,090 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,106 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 03:25:50,122 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,136 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,150 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,166 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,182 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 03:25:50,198 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 03:25:50,213 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,229 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,245 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.859, mIoU: 0.445
2023-07-25 03:25:50,261 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-25 03:25:50,274 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.859, mIoU: 0.443
2023-07-25 03:25:50,290 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,304 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,319 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,336 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,352 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,367 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,381 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,398 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,413 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,429 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,445 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,461 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,477 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,492 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,506 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,521 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,535 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.859, mIoU: 0.444
2023-07-25 03:25:50,550 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,566 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,582 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,598 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,614 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,629 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.859, mIoU: 0.443
2023-07-25 03:25:50,640 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.859, mIoU: 0.443
2023-07-25 03:25:50,656 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.859, mIoU: 0.443
2023-07-25 03:25:50,670 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,686 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,702 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,718 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,734 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,746 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,756 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,774 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,790 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,805 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,819 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,834 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,850 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,863 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,879 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,894 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,908 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,923 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,936 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-25 03:25:50,951 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,966 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,981 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:50,994 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:51,009 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:51,025 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:51,040 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 03:25:51,056 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 03:25:51,069 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 03:25:51,084 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 03:25:51,099 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 03:25:51,116 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.859, mIoU: 0.442
2023-07-25 03:26:09,191 semantic_segmentation INFO: Iters: 33610/150000 || Lr: 0.015918 || Task Loss: 0.7052 || KD Loss: 0.2757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:38:51 || Estimated Time: 2 days, 9:38:58
2023-07-25 03:26:27,384 semantic_segmentation INFO: Iters: 33620/150000 || Lr: 0.015916 || Task Loss: 0.5978 || KD Loss: 0.2251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:09 || Estimated Time: 2 days, 9:38:41
2023-07-25 03:26:45,223 semantic_segmentation INFO: Iters: 33630/150000 || Lr: 0.015915 || Task Loss: 0.6381 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:27 || Estimated Time: 2 days, 9:38:23
2023-07-25 03:27:03,607 semantic_segmentation INFO: Iters: 33640/150000 || Lr: 0.015914 || Task Loss: 0.7038 || KD Loss: 0.2384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:45 || Estimated Time: 2 days, 9:38:07
2023-07-25 03:27:22,003 semantic_segmentation INFO: Iters: 33650/150000 || Lr: 0.015913 || Task Loss: 0.7224 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:04 || Estimated Time: 2 days, 9:37:51
2023-07-25 03:27:39,987 semantic_segmentation INFO: Iters: 33660/150000 || Lr: 0.015911 || Task Loss: 0.7586 || KD Loss: 0.3239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:22 || Estimated Time: 2 days, 9:37:34
2023-07-25 03:27:58,286 semantic_segmentation INFO: Iters: 33670/150000 || Lr: 0.015910 || Task Loss: 0.6320 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:40 || Estimated Time: 2 days, 9:37:18
2023-07-25 03:28:16,644 semantic_segmentation INFO: Iters: 33680/150000 || Lr: 0.015909 || Task Loss: 0.6279 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:58 || Estimated Time: 2 days, 9:37:02
2023-07-25 03:28:34,883 semantic_segmentation INFO: Iters: 33690/150000 || Lr: 0.015908 || Task Loss: 0.5990 || KD Loss: 0.2046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:17 || Estimated Time: 2 days, 9:36:45
2023-07-25 03:28:53,215 semantic_segmentation INFO: Iters: 33700/150000 || Lr: 0.015906 || Task Loss: 1.0113 || KD Loss: 0.3525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:35 || Estimated Time: 2 days, 9:36:29
2023-07-25 03:29:11,788 semantic_segmentation INFO: Iters: 33710/150000 || Lr: 0.015905 || Task Loss: 0.8770 || KD Loss: 0.3549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:54 || Estimated Time: 2 days, 9:36:14
2023-07-25 03:29:30,045 semantic_segmentation INFO: Iters: 33720/150000 || Lr: 0.015904 || Task Loss: 0.6228 || KD Loss: 0.1709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:12 || Estimated Time: 2 days, 9:35:58
2023-07-25 03:29:48,443 semantic_segmentation INFO: Iters: 33730/150000 || Lr: 0.015903 || Task Loss: 0.6672 || KD Loss: 0.2395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:30 || Estimated Time: 2 days, 9:35:42
2023-07-25 03:30:06,925 semantic_segmentation INFO: Iters: 33740/150000 || Lr: 0.015902 || Task Loss: 0.6943 || KD Loss: 0.1888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:49 || Estimated Time: 2 days, 9:35:26
2023-07-25 03:30:25,164 semantic_segmentation INFO: Iters: 33750/150000 || Lr: 0.015900 || Task Loss: 0.6665 || KD Loss: 0.1842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:07 || Estimated Time: 2 days, 9:35:10
2023-07-25 03:30:43,719 semantic_segmentation INFO: Iters: 33760/150000 || Lr: 0.015899 || Task Loss: 0.7606 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:26 || Estimated Time: 2 days, 9:34:54
2023-07-25 03:31:02,541 semantic_segmentation INFO: Iters: 33770/150000 || Lr: 0.015898 || Task Loss: 0.6752 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:44 || Estimated Time: 2 days, 9:34:40
2023-07-25 03:31:21,207 semantic_segmentation INFO: Iters: 33780/150000 || Lr: 0.015897 || Task Loss: 0.8073 || KD Loss: 0.2771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:03 || Estimated Time: 2 days, 9:34:25
2023-07-25 03:31:39,401 semantic_segmentation INFO: Iters: 33790/150000 || Lr: 0.015895 || Task Loss: 1.1117 || KD Loss: 0.4651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:21 || Estimated Time: 2 days, 9:34:08
2023-07-25 03:31:57,863 semantic_segmentation INFO: Iters: 33800/150000 || Lr: 0.015894 || Task Loss: 0.8722 || KD Loss: 0.3612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:40 || Estimated Time: 2 days, 9:33:53
2023-07-25 03:32:16,137 semantic_segmentation INFO: Iters: 33810/150000 || Lr: 0.015893 || Task Loss: 0.7897 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:58 || Estimated Time: 2 days, 9:33:36
2023-07-25 03:32:34,897 semantic_segmentation INFO: Iters: 33820/150000 || Lr: 0.015892 || Task Loss: 0.6063 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:17 || Estimated Time: 2 days, 9:33:22
2023-07-25 03:32:53,357 semantic_segmentation INFO: Iters: 33830/150000 || Lr: 0.015890 || Task Loss: 0.6129 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:35 || Estimated Time: 2 days, 9:33:06
2023-07-25 03:33:11,497 semantic_segmentation INFO: Iters: 33840/150000 || Lr: 0.015889 || Task Loss: 0.4265 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:53 || Estimated Time: 2 days, 9:32:49
2023-07-25 03:33:29,839 semantic_segmentation INFO: Iters: 33850/150000 || Lr: 0.015888 || Task Loss: 0.6211 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:12 || Estimated Time: 2 days, 9:32:33
2023-07-25 03:33:47,969 semantic_segmentation INFO: Iters: 33860/150000 || Lr: 0.015887 || Task Loss: 0.6882 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:30 || Estimated Time: 2 days, 9:32:16
2023-07-25 03:34:06,282 semantic_segmentation INFO: Iters: 33870/150000 || Lr: 0.015886 || Task Loss: 1.0715 || KD Loss: 0.3423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:48 || Estimated Time: 2 days, 9:32:00
2023-07-25 03:34:24,845 semantic_segmentation INFO: Iters: 33880/150000 || Lr: 0.015884 || Task Loss: 0.9065 || KD Loss: 0.2906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:07 || Estimated Time: 2 days, 9:31:45
2023-07-25 03:34:43,058 semantic_segmentation INFO: Iters: 33890/150000 || Lr: 0.015883 || Task Loss: 0.8494 || KD Loss: 0.4190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:25 || Estimated Time: 2 days, 9:31:28
2023-07-25 03:35:01,491 semantic_segmentation INFO: Iters: 33900/150000 || Lr: 0.015882 || Task Loss: 0.6416 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:43 || Estimated Time: 2 days, 9:31:12
2023-07-25 03:35:19,894 semantic_segmentation INFO: Iters: 33910/150000 || Lr: 0.015881 || Task Loss: 0.8408 || KD Loss: 0.2691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:02 || Estimated Time: 2 days, 9:30:57
2023-07-25 03:35:37,800 semantic_segmentation INFO: Iters: 33920/150000 || Lr: 0.015879 || Task Loss: 0.6743 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:20 || Estimated Time: 2 days, 9:30:39
2023-07-25 03:35:56,635 semantic_segmentation INFO: Iters: 33930/150000 || Lr: 0.015878 || Task Loss: 0.8406 || KD Loss: 0.2564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:38 || Estimated Time: 2 days, 9:30:24
2023-07-25 03:36:14,834 semantic_segmentation INFO: Iters: 33940/150000 || Lr: 0.015877 || Task Loss: 0.4071 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:57 || Estimated Time: 2 days, 9:30:08
2023-07-25 03:36:33,266 semantic_segmentation INFO: Iters: 33950/150000 || Lr: 0.015876 || Task Loss: 0.5848 || KD Loss: 0.1956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:15 || Estimated Time: 2 days, 9:29:52
2023-07-25 03:36:51,937 semantic_segmentation INFO: Iters: 33960/150000 || Lr: 0.015874 || Task Loss: 0.8150 || KD Loss: 0.2609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:34 || Estimated Time: 2 days, 9:29:37
2023-07-25 03:37:10,423 semantic_segmentation INFO: Iters: 33970/150000 || Lr: 0.015873 || Task Loss: 0.6881 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:52 || Estimated Time: 2 days, 9:29:22
2023-07-25 03:37:28,858 semantic_segmentation INFO: Iters: 33980/150000 || Lr: 0.015872 || Task Loss: 0.8124 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:11 || Estimated Time: 2 days, 9:29:06
2023-07-25 03:37:47,291 semantic_segmentation INFO: Iters: 33990/150000 || Lr: 0.015871 || Task Loss: 0.9415 || KD Loss: 0.4291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:29 || Estimated Time: 2 days, 9:28:50
2023-07-25 03:38:05,720 semantic_segmentation INFO: Iters: 34000/150000 || Lr: 0.015870 || Task Loss: 0.9676 || KD Loss: 0.3120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:48 || Estimated Time: 2 days, 9:28:34
2023-07-25 03:38:24,164 semantic_segmentation INFO: Iters: 34010/150000 || Lr: 0.015868 || Task Loss: 0.7433 || KD Loss: 0.2879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2497|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:06 || Estimated Time: 2 days, 9:28:18
2023-07-25 03:38:42,059 semantic_segmentation INFO: Iters: 34020/150000 || Lr: 0.015867 || Task Loss: 0.5685 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:24 || Estimated Time: 2 days, 9:28:01
2023-07-25 03:39:00,799 semantic_segmentation INFO: Iters: 34030/150000 || Lr: 0.015866 || Task Loss: 0.9086 || KD Loss: 0.2763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:43 || Estimated Time: 2 days, 9:27:46
2023-07-25 03:39:18,869 semantic_segmentation INFO: Iters: 34040/150000 || Lr: 0.015865 || Task Loss: 0.8574 || KD Loss: 0.2904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:01 || Estimated Time: 2 days, 9:27:29
2023-07-25 03:39:37,165 semantic_segmentation INFO: Iters: 34050/150000 || Lr: 0.015863 || Task Loss: 0.6756 || KD Loss: 0.2498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:19 || Estimated Time: 2 days, 9:27:13
2023-07-25 03:39:56,277 semantic_segmentation INFO: Iters: 34060/150000 || Lr: 0.015862 || Task Loss: 0.6641 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:38 || Estimated Time: 2 days, 9:26:59
2023-07-25 03:40:14,790 semantic_segmentation INFO: Iters: 34070/150000 || Lr: 0.015861 || Task Loss: 0.6942 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:57 || Estimated Time: 2 days, 9:26:44
2023-07-25 03:40:33,128 semantic_segmentation INFO: Iters: 34080/150000 || Lr: 0.015860 || Task Loss: 0.7178 || KD Loss: 0.2311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:15 || Estimated Time: 2 days, 9:26:27
2023-07-25 03:40:51,224 semantic_segmentation INFO: Iters: 34090/150000 || Lr: 0.015858 || Task Loss: 1.0820 || KD Loss: 0.3690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:33 || Estimated Time: 2 days, 9:26:11
2023-07-25 03:41:09,719 semantic_segmentation INFO: Iters: 34100/150000 || Lr: 0.015857 || Task Loss: 0.8910 || KD Loss: 0.3159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:52 || Estimated Time: 2 days, 9:25:55
2023-07-25 03:41:28,415 semantic_segmentation INFO: Iters: 34110/150000 || Lr: 0.015856 || Task Loss: 1.0741 || KD Loss: 0.4648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:10 || Estimated Time: 2 days, 9:25:40
2023-07-25 03:41:47,037 semantic_segmentation INFO: Iters: 34120/150000 || Lr: 0.015855 || Task Loss: 0.7316 || KD Loss: 0.1969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:29 || Estimated Time: 2 days, 9:25:25
2023-07-25 03:42:05,490 semantic_segmentation INFO: Iters: 34130/150000 || Lr: 0.015853 || Task Loss: 0.7885 || KD Loss: 0.1919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:47 || Estimated Time: 2 days, 9:25:09
2023-07-25 03:42:23,845 semantic_segmentation INFO: Iters: 34140/150000 || Lr: 0.015852 || Task Loss: 0.8603 || KD Loss: 0.3359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:06 || Estimated Time: 2 days, 9:24:53
2023-07-25 03:42:42,282 semantic_segmentation INFO: Iters: 34150/150000 || Lr: 0.015851 || Task Loss: 0.9226 || KD Loss: 0.3047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:24 || Estimated Time: 2 days, 9:24:37
2023-07-25 03:43:00,716 semantic_segmentation INFO: Iters: 34160/150000 || Lr: 0.015850 || Task Loss: 0.6931 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:42 || Estimated Time: 2 days, 9:24:21
2023-07-25 03:43:19,140 semantic_segmentation INFO: Iters: 34170/150000 || Lr: 0.015849 || Task Loss: 0.8168 || KD Loss: 0.4049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:01 || Estimated Time: 2 days, 9:24:05
2023-07-25 03:43:37,579 semantic_segmentation INFO: Iters: 34180/150000 || Lr: 0.015847 || Task Loss: 0.7370 || KD Loss: 0.2656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:19 || Estimated Time: 2 days, 9:23:50
2023-07-25 03:43:56,009 semantic_segmentation INFO: Iters: 34190/150000 || Lr: 0.015846 || Task Loss: 0.8854 || KD Loss: 0.3363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:38 || Estimated Time: 2 days, 9:23:34
2023-07-25 03:44:14,511 semantic_segmentation INFO: Iters: 34200/150000 || Lr: 0.015845 || Task Loss: 0.5337 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:56 || Estimated Time: 2 days, 9:23:17
2023-07-25 03:44:32,738 semantic_segmentation INFO: Iters: 34210/150000 || Lr: 0.015844 || Task Loss: 0.7725 || KD Loss: 0.2781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:15 || Estimated Time: 2 days, 9:23:02
2023-07-25 03:44:51,051 semantic_segmentation INFO: Iters: 34220/150000 || Lr: 0.015842 || Task Loss: 0.8160 || KD Loss: 0.3142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:33 || Estimated Time: 2 days, 9:22:45
2023-07-25 03:45:09,525 semantic_segmentation INFO: Iters: 34230/150000 || Lr: 0.015841 || Task Loss: 0.7026 || KD Loss: 0.2365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:51 || Estimated Time: 2 days, 9:22:30
2023-07-25 03:45:27,975 semantic_segmentation INFO: Iters: 34240/150000 || Lr: 0.015840 || Task Loss: 0.6907 || KD Loss: 0.3066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:58:10 || Estimated Time: 2 days, 9:22:14
2023-07-25 03:45:46,271 semantic_segmentation INFO: Iters: 34250/150000 || Lr: 0.015839 || Task Loss: 0.7127 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:58:28 || Estimated Time: 2 days, 9:21:58
2023-07-25 03:46:04,423 semantic_segmentation INFO: Iters: 34260/150000 || Lr: 0.015837 || Task Loss: 0.6727 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:58:46 || Estimated Time: 2 days, 9:21:41
2023-07-25 03:46:22,534 semantic_segmentation INFO: Iters: 34270/150000 || Lr: 0.015836 || Task Loss: 0.6132 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:04 || Estimated Time: 2 days, 9:21:24
2023-07-25 03:46:41,337 semantic_segmentation INFO: Iters: 34280/150000 || Lr: 0.015835 || Task Loss: 0.8090 || KD Loss: 0.2956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:23 || Estimated Time: 2 days, 9:21:09
2023-07-25 03:46:59,845 semantic_segmentation INFO: Iters: 34290/150000 || Lr: 0.015834 || Task Loss: 0.5902 || KD Loss: 0.2223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:42 || Estimated Time: 2 days, 9:20:54
2023-07-25 03:47:18,308 semantic_segmentation INFO: Iters: 34300/150000 || Lr: 0.015833 || Task Loss: 0.6131 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:00 || Estimated Time: 2 days, 9:20:38
2023-07-25 03:47:36,754 semantic_segmentation INFO: Iters: 34310/150000 || Lr: 0.015831 || Task Loss: 0.6040 || KD Loss: 0.1989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:19 || Estimated Time: 2 days, 9:20:22
2023-07-25 03:47:55,186 semantic_segmentation INFO: Iters: 34320/150000 || Lr: 0.015830 || Task Loss: 0.8438 || KD Loss: 0.3514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:37 || Estimated Time: 2 days, 9:20:06
2023-07-25 03:48:13,625 semantic_segmentation INFO: Iters: 34330/150000 || Lr: 0.015829 || Task Loss: 0.9025 || KD Loss: 0.3940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:55 || Estimated Time: 2 days, 9:19:50
2023-07-25 03:48:32,258 semantic_segmentation INFO: Iters: 34340/150000 || Lr: 0.015828 || Task Loss: 0.8769 || KD Loss: 0.3600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:14 || Estimated Time: 2 days, 9:19:35
2023-07-25 03:48:50,365 semantic_segmentation INFO: Iters: 34350/150000 || Lr: 0.015826 || Task Loss: 1.0942 || KD Loss: 0.3571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:32 || Estimated Time: 2 days, 9:19:18
2023-07-25 03:49:08,767 semantic_segmentation INFO: Iters: 34360/150000 || Lr: 0.015825 || Task Loss: 0.7445 || KD Loss: 0.2511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:51 || Estimated Time: 2 days, 9:19:02
2023-07-25 03:49:27,013 semantic_segmentation INFO: Iters: 34370/150000 || Lr: 0.015824 || Task Loss: 1.3244 || KD Loss: 0.5349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:09 || Estimated Time: 2 days, 9:18:46
2023-07-25 03:49:45,459 semantic_segmentation INFO: Iters: 34380/150000 || Lr: 0.015823 || Task Loss: 0.5567 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:27 || Estimated Time: 2 days, 9:18:30
2023-07-25 03:50:03,616 semantic_segmentation INFO: Iters: 34390/150000 || Lr: 0.015821 || Task Loss: 0.6941 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:45 || Estimated Time: 2 days, 9:18:13
2023-07-25 03:50:22,553 semantic_segmentation INFO: Iters: 34400/150000 || Lr: 0.015820 || Task Loss: 0.6432 || KD Loss: 0.2050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:04 || Estimated Time: 2 days, 9:17:59
2023-07-25 03:50:22,679 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 03:50:23,070 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.087
2023-07-25 03:50:23,091 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.132
2023-07-25 03:50:23,104 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.133
2023-07-25 03:50:23,119 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.131
2023-07-25 03:50:23,133 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.880, mIoU: 0.161
2023-07-25 03:50:23,146 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.888, mIoU: 0.205
2023-07-25 03:50:23,161 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.874, mIoU: 0.232
2023-07-25 03:50:23,176 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.884, mIoU: 0.261
2023-07-25 03:50:23,190 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.885, mIoU: 0.265
2023-07-25 03:50:23,205 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.877, mIoU: 0.276
2023-07-25 03:50:23,219 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.865, mIoU: 0.278
2023-07-25 03:50:23,235 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.877, mIoU: 0.316
2023-07-25 03:50:23,249 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.843, mIoU: 0.280
2023-07-25 03:50:23,266 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.846, mIoU: 0.273
2023-07-25 03:50:23,283 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.853, mIoU: 0.277
2023-07-25 03:50:23,297 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.857, mIoU: 0.275
2023-07-25 03:50:23,309 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.851, mIoU: 0.269
2023-07-25 03:50:23,323 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.852, mIoU: 0.268
2023-07-25 03:50:23,340 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.854, mIoU: 0.268
2023-07-25 03:50:23,358 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.859, mIoU: 0.312
2023-07-25 03:50:23,375 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.854, mIoU: 0.291
2023-07-25 03:50:23,392 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.856, mIoU: 0.299
2023-07-25 03:50:23,408 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.853, mIoU: 0.318
2023-07-25 03:50:23,426 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.855, mIoU: 0.325
2023-07-25 03:50:23,443 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.858, mIoU: 0.332
2023-07-25 03:50:23,458 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.859, mIoU: 0.343
2023-07-25 03:50:23,474 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.860, mIoU: 0.343
2023-07-25 03:50:23,487 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.864, mIoU: 0.343
2023-07-25 03:50:23,503 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.860, mIoU: 0.338
2023-07-25 03:50:23,519 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.865, mIoU: 0.338
2023-07-25 03:50:23,535 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.868, mIoU: 0.345
2023-07-25 03:50:23,551 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.872, mIoU: 0.347
2023-07-25 03:50:23,567 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.873, mIoU: 0.353
2023-07-25 03:50:23,582 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.874, mIoU: 0.351
2023-07-25 03:50:23,598 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.386
2023-07-25 03:50:23,614 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.879, mIoU: 0.388
2023-07-25 03:50:23,628 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.383
2023-07-25 03:50:23,641 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.883, mIoU: 0.419
2023-07-25 03:50:23,659 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.879, mIoU: 0.413
2023-07-25 03:50:23,673 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.877, mIoU: 0.411
2023-07-25 03:50:23,687 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.876, mIoU: 0.433
2023-07-25 03:50:23,703 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.879, mIoU: 0.433
2023-07-25 03:50:23,718 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.877, mIoU: 0.436
2023-07-25 03:50:23,733 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.878, mIoU: 0.436
2023-07-25 03:50:23,749 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.877, mIoU: 0.438
2023-07-25 03:50:23,765 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.876, mIoU: 0.434
2023-07-25 03:50:23,779 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.877, mIoU: 0.443
2023-07-25 03:50:23,793 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.869, mIoU: 0.434
2023-07-25 03:50:23,808 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.870, mIoU: 0.440
2023-07-25 03:50:23,825 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.870, mIoU: 0.436
2023-07-25 03:50:23,842 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.870, mIoU: 0.435
2023-07-25 03:50:23,858 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.872, mIoU: 0.435
2023-07-25 03:50:23,872 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.874, mIoU: 0.433
2023-07-25 03:50:23,889 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.873, mIoU: 0.433
2023-07-25 03:50:23,905 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.872, mIoU: 0.433
2023-07-25 03:50:23,919 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.871, mIoU: 0.419
2023-07-25 03:50:23,936 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.872, mIoU: 0.418
2023-07-25 03:50:23,954 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.874, mIoU: 0.417
2023-07-25 03:50:23,968 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.875, mIoU: 0.418
2023-07-25 03:50:23,984 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 03:50:23,998 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.865, mIoU: 0.418
2023-07-25 03:50:24,014 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.863, mIoU: 0.415
2023-07-25 03:50:24,028 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.865, mIoU: 0.415
2023-07-25 03:50:24,048 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.867, mIoU: 0.421
2023-07-25 03:50:24,062 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.869, mIoU: 0.432
2023-07-25 03:50:24,078 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.870, mIoU: 0.432
2023-07-25 03:50:24,094 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.871, mIoU: 0.431
2023-07-25 03:50:24,108 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.871, mIoU: 0.466
2023-07-25 03:50:24,124 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.873, mIoU: 0.468
2023-07-25 03:50:24,140 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 03:50:24,157 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 03:50:24,171 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.869, mIoU: 0.479
2023-07-25 03:50:24,187 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 03:50:24,203 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 03:50:24,219 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 03:50:24,235 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 03:50:24,251 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 03:50:24,261 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:24,277 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.862, mIoU: 0.484
2023-07-25 03:50:24,295 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.862, mIoU: 0.487
2023-07-25 03:50:24,309 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.861, mIoU: 0.487
2023-07-25 03:50:24,325 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.861, mIoU: 0.486
2023-07-25 03:50:24,342 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.860, mIoU: 0.482
2023-07-25 03:50:24,358 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.856, mIoU: 0.471
2023-07-25 03:50:24,374 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.855, mIoU: 0.465
2023-07-25 03:50:24,390 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-25 03:50:24,406 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 03:50:24,422 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.855, mIoU: 0.460
2023-07-25 03:50:24,438 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.852, mIoU: 0.458
2023-07-25 03:50:24,452 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.851, mIoU: 0.458
2023-07-25 03:50:24,468 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.852, mIoU: 0.457
2023-07-25 03:50:24,485 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.853, mIoU: 0.458
2023-07-25 03:50:24,500 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.850, mIoU: 0.453
2023-07-25 03:50:24,516 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.851, mIoU: 0.464
2023-07-25 03:50:24,532 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.849, mIoU: 0.463
2023-07-25 03:50:24,548 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.850, mIoU: 0.463
2023-07-25 03:50:24,562 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.851, mIoU: 0.464
2023-07-25 03:50:24,576 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.852, mIoU: 0.465
2023-07-25 03:50:24,592 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.853, mIoU: 0.465
2023-07-25 03:50:24,606 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.854, mIoU: 0.466
2023-07-25 03:50:24,622 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.854, mIoU: 0.466
2023-07-25 03:50:24,637 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.855, mIoU: 0.465
2023-07-25 03:50:24,651 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.856, mIoU: 0.465
2023-07-25 03:50:24,667 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.856, mIoU: 0.465
2023-07-25 03:50:24,683 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 03:50:24,697 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.857, mIoU: 0.465
2023-07-25 03:50:24,714 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.857, mIoU: 0.465
2023-07-25 03:50:24,731 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 03:50:24,745 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.859, mIoU: 0.468
2023-07-25 03:50:24,760 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 03:50:24,774 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.859, mIoU: 0.470
2023-07-25 03:50:24,788 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:24,805 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:24,821 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.862, mIoU: 0.469
2023-07-25 03:50:24,837 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:24,851 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:24,866 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.863, mIoU: 0.467
2023-07-25 03:50:24,882 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.863, mIoU: 0.467
2023-07-25 03:50:24,896 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.863, mIoU: 0.467
2023-07-25 03:50:24,912 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.862, mIoU: 0.464
2023-07-25 03:50:24,929 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-25 03:50:24,943 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.864, mIoU: 0.464
2023-07-25 03:50:24,957 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-25 03:50:24,974 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 03:50:24,990 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-25 03:50:24,999 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 03:50:25,012 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 03:50:25,029 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-25 03:50:25,039 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-25 03:50:25,053 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 03:50:25,069 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.867, mIoU: 0.470
2023-07-25 03:50:25,085 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 03:50:25,099 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.869, mIoU: 0.473
2023-07-25 03:50:25,115 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.868, mIoU: 0.468
2023-07-25 03:50:25,129 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 03:50:25,143 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 03:50:25,159 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-25 03:50:25,173 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 03:50:25,189 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-25 03:50:25,203 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 03:50:25,219 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 03:50:25,235 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 03:50:25,251 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 03:50:25,268 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 03:50:25,284 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.869, mIoU: 0.470
2023-07-25 03:50:25,299 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 03:50:25,315 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.868, mIoU: 0.462
2023-07-25 03:50:25,331 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 03:50:25,342 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 03:50:25,359 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:25,375 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 03:50:25,390 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 03:50:25,406 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 03:50:25,421 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:25,435 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:25,452 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.864, mIoU: 0.479
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2023-07-25 03:50:28,547 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.856, mIoU: 0.470
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2023-07-25 03:50:28,641 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.854, mIoU: 0.466
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2023-07-25 03:50:28,673 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.853, mIoU: 0.463
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2023-07-25 03:50:28,828 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.853, mIoU: 0.459
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2023-07-25 03:50:28,892 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.855, mIoU: 0.461
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2023-07-25 03:50:29,000 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.856, mIoU: 0.459
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2023-07-25 03:50:29,211 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.857, mIoU: 0.461
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2023-07-25 03:50:29,551 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.858, mIoU: 0.460
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2023-07-25 03:50:29,629 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.855, mIoU: 0.460
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2023-07-25 03:50:29,973 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.856, mIoU: 0.456
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2023-07-25 03:50:30,005 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.856, mIoU: 0.454
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2023-07-25 03:50:30,108 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.856, mIoU: 0.454
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2023-07-25 03:50:30,209 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.856, mIoU: 0.455
2023-07-25 03:50:30,222 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.856, mIoU: 0.456
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2023-07-25 03:50:30,267 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.857, mIoU: 0.458
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2023-07-25 03:50:30,300 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.857, mIoU: 0.459
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2023-07-25 03:50:30,498 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.858, mIoU: 0.464
2023-07-25 03:50:30,509 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:30,523 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.859, mIoU: 0.465
2023-07-25 03:50:30,539 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.859, mIoU: 0.465
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2023-07-25 03:50:30,645 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.860, mIoU: 0.469
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2023-07-25 03:50:30,716 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.861, mIoU: 0.471
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2023-07-25 03:50:30,792 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.860, mIoU: 0.468
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2023-07-25 03:50:30,919 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.861, mIoU: 0.466
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2023-07-25 03:50:31,626 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-25 03:50:31,642 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-25 03:50:31,655 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-25 03:50:31,671 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,687 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,703 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,719 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,732 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,749 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:31,764 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:31,781 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:31,792 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:31,807 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 03:50:31,824 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:31,837 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:31,854 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:31,868 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:31,884 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.859, mIoU: 0.465
2023-07-25 03:50:31,901 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:31,917 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:31,931 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:31,945 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:31,959 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:31,975 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:31,992 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,009 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,024 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,040 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,054 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,070 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.860, mIoU: 0.465
2023-07-25 03:50:32,087 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.860, mIoU: 0.465
2023-07-25 03:50:32,100 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.860, mIoU: 0.464
2023-07-25 03:50:32,116 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.860, mIoU: 0.464
2023-07-25 03:50:32,132 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.860, mIoU: 0.464
2023-07-25 03:50:32,148 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,163 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,179 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,191 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,206 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,222 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,237 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,253 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,270 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.860, mIoU: 0.462
2023-07-25 03:50:32,282 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.860, mIoU: 0.462
2023-07-25 03:50:32,298 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,314 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,330 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,344 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,361 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,376 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.860, mIoU: 0.463
2023-07-25 03:50:32,393 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.860, mIoU: 0.461
2023-07-25 03:50:32,408 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.860, mIoU: 0.461
2023-07-25 03:50:32,425 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.860, mIoU: 0.464
2023-07-25 03:50:32,441 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.860, mIoU: 0.465
2023-07-25 03:50:32,457 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.860, mIoU: 0.465
2023-07-25 03:50:32,473 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.861, mIoU: 0.465
2023-07-25 03:50:32,489 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.861, mIoU: 0.465
2023-07-25 03:50:32,503 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.860, mIoU: 0.464
2023-07-25 03:50:32,518 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,535 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.858, mIoU: 0.463
2023-07-25 03:50:32,551 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:32,564 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 03:50:32,580 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,594 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,610 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,626 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,642 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,658 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,674 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,691 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 03:50:32,706 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 03:50:32,721 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,737 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,754 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 03:50:32,773 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 03:50:32,789 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 03:50:32,805 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 03:50:32,816 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 03:50:32,830 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.857, mIoU: 0.461
2023-07-25 03:50:32,846 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,860 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,876 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,890 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-25 03:50:32,904 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,920 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,938 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,954 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.858, mIoU: 0.461
2023-07-25 03:50:32,970 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:32,984 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:33,000 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.858, mIoU: 0.463
2023-07-25 03:50:33,013 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.859, mIoU: 0.463
2023-07-25 03:50:33,029 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,044 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,061 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,077 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.859, mIoU: 0.465
2023-07-25 03:50:33,093 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,110 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,124 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,140 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.859, mIoU: 0.464
2023-07-25 03:50:33,157 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:33,170 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:33,184 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:33,199 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 03:50:33,216 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:33,232 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 03:50:33,246 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 03:50:33,261 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,278 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,295 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,309 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,323 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,331 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,348 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,365 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,381 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,398 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,414 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,430 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,447 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,464 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-25 03:50:33,477 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-25 03:50:33,494 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-25 03:50:33,509 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-25 03:50:33,525 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,541 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,554 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:33,568 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:33,582 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:33,596 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,610 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,624 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,638 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-25 03:50:33,653 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:33,669 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:33,682 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,697 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,712 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,724 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,741 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,757 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,774 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,790 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:33,806 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.862, mIoU: 0.469
2023-07-25 03:50:33,822 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:33,836 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.862, mIoU: 0.469
2023-07-25 03:50:33,853 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.862, mIoU: 0.469
2023-07-25 03:50:33,869 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:33,887 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:33,904 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:33,920 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.862, mIoU: 0.472
2023-07-25 03:50:33,937 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:33,951 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:33,964 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:33,978 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:33,994 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:34,011 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:34,025 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,039 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,055 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:34,069 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:34,085 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:34,102 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:34,118 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:34,133 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,149 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 03:50:34,163 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 03:50:34,179 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,195 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,210 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,227 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,241 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,258 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,275 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,289 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,303 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 03:50:34,320 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,336 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,353 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,369 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,382 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,396 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,411 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:34,425 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:34,440 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:34,458 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,472 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,488 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 03:50:34,502 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,519 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,535 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,549 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,563 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,580 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,596 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,610 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,626 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,643 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,658 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,672 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,688 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,705 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,722 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,736 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,751 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,765 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,782 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,795 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,809 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,825 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,840 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,853 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 03:50:34,870 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:34,886 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,902 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,919 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,933 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,946 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:34,962 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,977 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:34,990 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 03:50:35,005 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,022 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,036 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:35,050 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:35,066 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,083 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:35,099 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 03:50:35,116 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,130 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,144 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,160 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,176 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,192 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,208 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,221 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,235 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,247 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,263 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,279 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,294 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,308 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,320 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,334 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,349 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,365 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,379 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,395 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,409 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,425 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,439 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,455 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,470 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,486 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,502 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 03:50:35,516 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,533 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,549 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,566 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,582 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,599 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,615 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,631 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,646 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,662 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 03:50:35,678 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,692 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,706 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,719 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,737 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,752 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,769 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,786 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,798 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,814 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,831 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,847 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,861 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,877 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,892 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,906 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,921 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 03:50:35,938 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 03:50:35,954 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:35,968 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:35,980 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:35,998 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 03:50:36,014 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 03:50:36,030 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 03:50:36,044 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 03:50:36,059 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 03:50:36,075 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 03:50:36,091 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 03:50:36,107 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 03:50:36,121 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 03:50:36,136 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:36,150 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:36,166 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:36,181 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 03:50:36,195 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,212 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,226 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,241 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,257 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:36,272 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:36,288 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,303 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,318 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,333 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:36,350 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:36,365 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:36,381 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:36,397 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:36,407 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:36,422 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:36,435 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,451 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,467 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,483 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,497 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,512 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,528 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,543 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,560 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,577 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,591 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,608 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,624 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,640 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,654 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,670 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,686 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,703 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,717 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,733 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,749 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:36,763 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,778 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:36,793 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:36,806 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:36,821 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:36,835 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:36,850 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:36,865 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,881 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,896 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:36,911 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:36,927 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,940 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,954 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,970 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,984 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:36,998 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,014 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,030 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,046 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,063 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,076 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,090 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,107 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,123 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,136 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,152 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:37,166 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:37,183 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,198 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,215 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,231 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,247 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,256 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,273 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,290 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,303 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,318 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 03:50:37,334 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,350 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,363 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,379 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 03:50:37,395 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 03:50:37,412 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 03:50:37,428 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 03:50:37,443 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,461 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,477 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,491 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,507 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,523 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,538 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 03:50:37,551 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:37,567 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:37,584 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,599 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,607 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,621 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:37,635 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,648 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,660 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,676 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,691 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,706 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,718 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,732 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,748 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,759 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,775 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,789 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:37,805 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:37,821 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,837 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,853 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:37,866 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,880 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,896 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,912 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,928 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:37,944 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,957 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,968 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,980 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:37,994 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,006 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,021 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,035 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:38,051 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:38,068 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:38,084 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:38,099 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:38,114 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:38,130 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 03:50:38,146 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,162 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,178 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,193 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,209 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,226 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,240 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,255 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,271 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,284 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,301 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,315 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,331 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,346 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,365 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,381 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:38,396 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,412 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,428 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,444 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,461 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,475 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 03:50:38,489 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 03:50:38,505 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 03:50:38,520 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 03:50:38,536 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 03:50:38,552 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,568 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 03:50:38,585 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 03:50:38,600 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:38,616 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 03:50:38,629 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:38,645 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,656 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,670 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:38,685 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 03:50:38,698 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 03:50:38,713 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 03:50:38,728 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 03:50:38,744 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:38,760 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:38,776 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:38,791 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:38,807 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,820 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,837 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:38,851 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:38,867 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:38,883 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,897 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 03:50:38,913 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,927 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 03:50:38,943 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,959 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,976 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:38,991 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:39,007 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:39,020 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:39,033 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 03:50:39,049 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:39,063 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:39,077 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 03:50:39,093 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:39,108 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:39,123 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:39,137 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:39,150 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,166 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,182 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 03:50:39,197 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,211 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,225 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,242 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,258 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,275 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,291 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,307 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:39,324 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:39,339 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,355 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,372 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:39,388 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,404 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,420 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,433 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,449 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,464 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 03:50:39,480 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:39,493 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 03:50:39,508 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,523 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,539 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,552 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,567 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,582 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:39,597 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,613 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,630 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,647 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:39,661 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:39,677 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:39,695 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,709 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:39,726 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,740 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,749 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,765 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,781 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,795 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:39,812 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:39,828 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:39,841 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,855 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,871 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,887 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,903 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,921 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,936 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,954 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:39,969 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:39,983 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:39,998 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,014 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,029 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,042 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,056 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,072 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 03:50:40,088 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 03:50:40,104 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 03:50:40,120 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 03:50:40,134 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,150 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,165 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,179 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,195 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,212 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:40,228 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,244 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,258 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,274 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,290 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,305 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,321 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,337 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,355 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,370 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,385 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,400 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,415 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:40,431 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,447 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 03:50:40,463 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,474 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,488 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,505 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,522 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,535 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,551 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,569 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,585 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,599 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,614 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,630 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,644 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,659 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,673 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:40,687 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 03:50:40,703 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,718 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,734 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,750 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,764 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 03:50:40,779 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,795 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,808 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,823 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:40,839 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:40,854 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:40,870 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:40,883 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:40,897 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:40,913 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:40,929 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 03:50:40,945 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:40,959 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,975 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:40,992 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:41,007 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:41,018 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:41,034 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:41,050 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:41,066 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 03:50:41,082 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:41,096 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 03:50:41,112 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:41,127 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,141 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,157 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,173 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,189 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,206 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,222 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,238 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,252 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,268 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,282 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,297 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-25 03:50:41,314 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 03:50:41,330 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,344 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,359 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,371 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,387 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,403 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,419 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,432 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,448 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,466 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 03:50:41,482 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,495 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,511 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,527 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,539 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,555 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,572 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,588 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 03:50:41,602 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 03:50:41,616 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 03:50:41,632 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,647 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,663 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,677 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,693 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,707 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,721 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,737 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,752 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,768 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,783 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,801 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,814 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 03:50:41,830 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,844 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,860 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,876 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,890 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,905 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,922 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,938 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,955 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,969 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 03:50:41,983 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:41,999 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,016 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,030 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,044 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,060 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,077 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,093 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,108 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,124 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,141 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,155 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,170 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,186 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,200 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,215 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,231 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,246 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,262 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,277 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:42,293 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,308 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,323 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,339 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,354 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,370 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,385 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,402 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,417 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,431 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,445 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,460 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,477 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,490 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,506 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,522 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,538 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,553 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,569 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,584 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,600 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,614 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,627 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,641 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,655 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,668 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:42,684 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,700 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,715 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,729 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,745 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,758 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:42,773 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,790 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,807 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,823 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,840 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,854 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,870 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:42,887 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,900 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,916 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,931 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,947 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,960 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,976 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:42,991 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:43,006 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:43,021 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:43,033 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:43,048 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 03:50:43,063 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 03:50:43,079 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,094 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,107 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,123 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,139 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,155 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,170 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,186 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,202 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,218 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,228 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,244 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,257 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,271 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,289 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,305 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,321 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,334 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,348 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,363 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,379 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,395 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,411 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,427 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,441 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,457 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,474 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,488 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.862, mIoU: 0.472
2023-07-25 03:50:43,504 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,520 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,534 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,549 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,562 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,578 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,594 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,609 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,625 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,639 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,653 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,668 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,683 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,698 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,712 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,726 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,743 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,759 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,775 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,789 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,805 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,822 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,839 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,854 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,870 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,878 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,894 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,908 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,921 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 03:50:43,937 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,953 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:43,967 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:43,984 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:44,000 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-25 03:50:44,015 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-25 03:50:44,031 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:44,044 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 03:50:44,059 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,076 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,091 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,107 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,123 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,141 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,155 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,171 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,187 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,204 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,218 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-25 03:50:44,232 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,248 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,264 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,280 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-25 03:50:44,296 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,312 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,327 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,343 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,356 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,371 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,385 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,400 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,416 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,431 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,447 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,460 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,475 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,490 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,506 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,521 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,537 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,554 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,570 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,584 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,600 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,614 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,630 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,646 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,662 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,679 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 03:50:44,695 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,710 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,720 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,736 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,749 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,765 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,780 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,795 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,811 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,822 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,832 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,849 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,864 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,879 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,892 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:44,907 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,923 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,936 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,952 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,968 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,983 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:44,998 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,012 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,028 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,043 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,059 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,073 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.861, mIoU: 0.466
2023-07-25 03:50:45,089 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:45,104 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:45,120 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.861, mIoU: 0.467
2023-07-25 03:50:45,137 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:45,150 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:45,165 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:45,180 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.860, mIoU: 0.466
2023-07-25 03:50:45,197 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.860, mIoU: 0.465
2023-07-25 03:51:02,996 semantic_segmentation INFO: Iters: 34410/150000 || Lr: 0.015819 || Task Loss: 0.6751 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:45 || Estimated Time: 2 days, 9:18:57
2023-07-25 03:51:21,226 semantic_segmentation INFO: Iters: 34420/150000 || Lr: 0.015818 || Task Loss: 0.9079 || KD Loss: 0.3204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:03 || Estimated Time: 2 days, 9:18:41
2023-07-25 03:51:39,612 semantic_segmentation INFO: Iters: 34430/150000 || Lr: 0.015817 || Task Loss: 0.7141 || KD Loss: 0.2566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:21 || Estimated Time: 2 days, 9:18:25
2023-07-25 03:51:57,964 semantic_segmentation INFO: Iters: 34440/150000 || Lr: 0.015815 || Task Loss: 1.0831 || KD Loss: 0.4140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:40 || Estimated Time: 2 days, 9:18:08
2023-07-25 03:52:16,459 semantic_segmentation INFO: Iters: 34450/150000 || Lr: 0.015814 || Task Loss: 0.6403 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:58 || Estimated Time: 2 days, 9:17:53
2023-07-25 03:52:34,922 semantic_segmentation INFO: Iters: 34460/150000 || Lr: 0.015813 || Task Loss: 0.6555 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:17 || Estimated Time: 2 days, 9:17:37
2023-07-25 03:52:53,361 semantic_segmentation INFO: Iters: 34470/150000 || Lr: 0.015812 || Task Loss: 0.7112 || KD Loss: 0.2400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:35 || Estimated Time: 2 days, 9:17:21
2023-07-25 03:53:11,559 semantic_segmentation INFO: Iters: 34480/150000 || Lr: 0.015810 || Task Loss: 0.8291 || KD Loss: 0.3852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:53 || Estimated Time: 2 days, 9:17:04
2023-07-25 03:53:29,747 semantic_segmentation INFO: Iters: 34490/150000 || Lr: 0.015809 || Task Loss: 0.6590 || KD Loss: 0.2438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:12 || Estimated Time: 2 days, 9:16:48
2023-07-25 03:53:47,922 semantic_segmentation INFO: Iters: 34500/150000 || Lr: 0.015808 || Task Loss: 1.1966 || KD Loss: 0.3975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:30 || Estimated Time: 2 days, 9:16:31
2023-07-25 03:54:06,406 semantic_segmentation INFO: Iters: 34510/150000 || Lr: 0.015807 || Task Loss: 0.7034 || KD Loss: 0.2351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:48 || Estimated Time: 2 days, 9:16:15
2023-07-25 03:54:24,835 semantic_segmentation INFO: Iters: 34520/150000 || Lr: 0.015805 || Task Loss: 0.9111 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:07 || Estimated Time: 2 days, 9:15:59
2023-07-25 03:54:43,267 semantic_segmentation INFO: Iters: 34530/150000 || Lr: 0.015804 || Task Loss: 0.6235 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:25 || Estimated Time: 2 days, 9:15:43
2023-07-25 03:55:01,878 semantic_segmentation INFO: Iters: 34540/150000 || Lr: 0.015803 || Task Loss: 0.8775 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:44 || Estimated Time: 2 days, 9:15:28
2023-07-25 03:55:20,202 semantic_segmentation INFO: Iters: 34550/150000 || Lr: 0.015802 || Task Loss: 0.7626 || KD Loss: 0.2370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:02 || Estimated Time: 2 days, 9:15:12
2023-07-25 03:55:38,439 semantic_segmentation INFO: Iters: 34560/150000 || Lr: 0.015801 || Task Loss: 0.7101 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:20 || Estimated Time: 2 days, 9:14:55
2023-07-25 03:55:56,988 semantic_segmentation INFO: Iters: 34570/150000 || Lr: 0.015799 || Task Loss: 1.0121 || KD Loss: 0.4413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:39 || Estimated Time: 2 days, 9:14:40
2023-07-25 03:56:14,829 semantic_segmentation INFO: Iters: 34580/150000 || Lr: 0.015798 || Task Loss: 0.8222 || KD Loss: 0.3141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:57 || Estimated Time: 2 days, 9:14:22
2023-07-25 03:56:33,565 semantic_segmentation INFO: Iters: 34590/150000 || Lr: 0.015797 || Task Loss: 0.9408 || KD Loss: 0.2810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:15 || Estimated Time: 2 days, 9:14:07
2023-07-25 03:56:51,661 semantic_segmentation INFO: Iters: 34600/150000 || Lr: 0.015796 || Task Loss: 0.5209 || KD Loss: 0.1543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2387|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:33 || Estimated Time: 2 days, 9:13:50
2023-07-25 03:57:10,050 semantic_segmentation INFO: Iters: 34610/150000 || Lr: 0.015794 || Task Loss: 0.7580 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:52 || Estimated Time: 2 days, 9:13:34
2023-07-25 03:57:28,073 semantic_segmentation INFO: Iters: 34620/150000 || Lr: 0.015793 || Task Loss: 0.6340 || KD Loss: 0.2331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:10 || Estimated Time: 2 days, 9:13:16
2023-07-25 03:57:46,885 semantic_segmentation INFO: Iters: 34630/150000 || Lr: 0.015792 || Task Loss: 0.9345 || KD Loss: 0.3395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:29 || Estimated Time: 2 days, 9:13:02
2023-07-25 03:58:05,304 semantic_segmentation INFO: Iters: 34640/150000 || Lr: 0.015791 || Task Loss: 0.4742 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:47 || Estimated Time: 2 days, 9:12:46
2023-07-25 03:58:24,173 semantic_segmentation INFO: Iters: 34650/150000 || Lr: 0.015789 || Task Loss: 0.7742 || KD Loss: 0.2751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:06 || Estimated Time: 2 days, 9:12:31
2023-07-25 03:58:42,301 semantic_segmentation INFO: Iters: 34660/150000 || Lr: 0.015788 || Task Loss: 0.7662 || KD Loss: 0.3321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:24 || Estimated Time: 2 days, 9:12:14
2023-07-25 03:59:00,710 semantic_segmentation INFO: Iters: 34670/150000 || Lr: 0.015787 || Task Loss: 0.7311 || KD Loss: 0.2832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:42 || Estimated Time: 2 days, 9:11:58
2023-07-25 03:59:19,353 semantic_segmentation INFO: Iters: 34680/150000 || Lr: 0.015786 || Task Loss: 0.9664 || KD Loss: 0.4261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:01 || Estimated Time: 2 days, 9:11:43
2023-07-25 03:59:37,362 semantic_segmentation INFO: Iters: 34690/150000 || Lr: 0.015785 || Task Loss: 0.9728 || KD Loss: 0.3576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:19 || Estimated Time: 2 days, 9:11:26
2023-07-25 03:59:56,024 semantic_segmentation INFO: Iters: 34700/150000 || Lr: 0.015783 || Task Loss: 0.7146 || KD Loss: 0.3015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:38 || Estimated Time: 2 days, 9:11:10
2023-07-25 04:00:14,221 semantic_segmentation INFO: Iters: 34710/150000 || Lr: 0.015782 || Task Loss: 0.8519 || KD Loss: 0.3319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:56 || Estimated Time: 2 days, 9:10:54
2023-07-25 04:00:32,413 semantic_segmentation INFO: Iters: 34720/150000 || Lr: 0.015781 || Task Loss: 1.2161 || KD Loss: 0.3797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:14 || Estimated Time: 2 days, 9:10:37
2023-07-25 04:00:50,685 semantic_segmentation INFO: Iters: 34730/150000 || Lr: 0.015780 || Task Loss: 0.7698 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:32 || Estimated Time: 2 days, 9:10:21
2023-07-25 04:01:09,314 semantic_segmentation INFO: Iters: 34740/150000 || Lr: 0.015778 || Task Loss: 0.7369 || KD Loss: 0.2743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:51 || Estimated Time: 2 days, 9:10:05
2023-07-25 04:01:27,944 semantic_segmentation INFO: Iters: 34750/150000 || Lr: 0.015777 || Task Loss: 0.8797 || KD Loss: 0.2733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:10 || Estimated Time: 2 days, 9:09:50
2023-07-25 04:01:46,197 semantic_segmentation INFO: Iters: 34760/150000 || Lr: 0.015776 || Task Loss: 0.8495 || KD Loss: 0.2876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:28 || Estimated Time: 2 days, 9:09:33
2023-07-25 04:02:04,429 semantic_segmentation INFO: Iters: 34770/150000 || Lr: 0.015775 || Task Loss: 0.7832 || KD Loss: 0.2651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:46 || Estimated Time: 2 days, 9:09:17
2023-07-25 04:02:22,707 semantic_segmentation INFO: Iters: 34780/150000 || Lr: 0.015773 || Task Loss: 0.8994 || KD Loss: 0.2918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:04 || Estimated Time: 2 days, 9:09:00
2023-07-25 04:02:41,163 semantic_segmentation INFO: Iters: 34790/150000 || Lr: 0.015772 || Task Loss: 0.7100 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:23 || Estimated Time: 2 days, 9:08:45
2023-07-25 04:02:59,317 semantic_segmentation INFO: Iters: 34800/150000 || Lr: 0.015771 || Task Loss: 0.5148 || KD Loss: 0.1467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:41 || Estimated Time: 2 days, 9:08:28
2023-07-25 04:03:18,152 semantic_segmentation INFO: Iters: 34810/150000 || Lr: 0.015770 || Task Loss: 1.0387 || KD Loss: 0.4584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:00 || Estimated Time: 2 days, 9:08:13
2023-07-25 04:03:36,331 semantic_segmentation INFO: Iters: 34820/150000 || Lr: 0.015769 || Task Loss: 0.8031 || KD Loss: 0.2941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:18 || Estimated Time: 2 days, 9:07:56
2023-07-25 04:03:54,935 semantic_segmentation INFO: Iters: 34830/150000 || Lr: 0.015767 || Task Loss: 0.8088 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:37 || Estimated Time: 2 days, 9:07:41
2023-07-25 04:04:13,431 semantic_segmentation INFO: Iters: 34840/150000 || Lr: 0.015766 || Task Loss: 0.8320 || KD Loss: 0.2514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:55 || Estimated Time: 2 days, 9:07:25
2023-07-25 04:04:31,598 semantic_segmentation INFO: Iters: 34850/150000 || Lr: 0.015765 || Task Loss: 0.6406 || KD Loss: 0.2145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:13 || Estimated Time: 2 days, 9:07:08
2023-07-25 04:04:49,927 semantic_segmentation INFO: Iters: 34860/150000 || Lr: 0.015764 || Task Loss: 0.7361 || KD Loss: 0.2171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2476|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:32 || Estimated Time: 2 days, 9:06:52
2023-07-25 04:05:08,531 semantic_segmentation INFO: Iters: 34870/150000 || Lr: 0.015762 || Task Loss: 0.6833 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:50 || Estimated Time: 2 days, 9:06:37
2023-07-25 04:05:27,271 semantic_segmentation INFO: Iters: 34880/150000 || Lr: 0.015761 || Task Loss: 0.8810 || KD Loss: 0.3111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:09 || Estimated Time: 2 days, 9:06:22
2023-07-25 04:05:45,306 semantic_segmentation INFO: Iters: 34890/150000 || Lr: 0.015760 || Task Loss: 0.8407 || KD Loss: 0.2542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:27 || Estimated Time: 2 days, 9:06:04
2023-07-25 04:06:03,382 semantic_segmentation INFO: Iters: 34900/150000 || Lr: 0.015759 || Task Loss: 0.6512 || KD Loss: 0.2454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:45 || Estimated Time: 2 days, 9:05:47
2023-07-25 04:06:21,715 semantic_segmentation INFO: Iters: 34910/150000 || Lr: 0.015757 || Task Loss: 0.6811 || KD Loss: 0.2655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:03 || Estimated Time: 2 days, 9:05:31
2023-07-25 04:06:40,134 semantic_segmentation INFO: Iters: 34920/150000 || Lr: 0.015756 || Task Loss: 0.7615 || KD Loss: 0.2048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:22 || Estimated Time: 2 days, 9:05:15
2023-07-25 04:06:58,759 semantic_segmentation INFO: Iters: 34930/150000 || Lr: 0.015755 || Task Loss: 0.6155 || KD Loss: 0.2122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:41 || Estimated Time: 2 days, 9:05:00
2023-07-25 04:07:17,255 semantic_segmentation INFO: Iters: 34940/150000 || Lr: 0.015754 || Task Loss: 0.7016 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:59 || Estimated Time: 2 days, 9:04:44
2023-07-25 04:07:35,688 semantic_segmentation INFO: Iters: 34950/150000 || Lr: 0.015752 || Task Loss: 0.5421 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:17 || Estimated Time: 2 days, 9:04:28
2023-07-25 04:07:54,113 semantic_segmentation INFO: Iters: 34960/150000 || Lr: 0.015751 || Task Loss: 0.6706 || KD Loss: 0.2060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:36 || Estimated Time: 2 days, 9:04:12
2023-07-25 04:08:12,555 semantic_segmentation INFO: Iters: 34970/150000 || Lr: 0.015750 || Task Loss: 0.6877 || KD Loss: 0.2509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:54 || Estimated Time: 2 days, 9:03:56
2023-07-25 04:08:31,207 semantic_segmentation INFO: Iters: 34980/150000 || Lr: 0.015749 || Task Loss: 0.8737 || KD Loss: 0.3752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:13 || Estimated Time: 2 days, 9:03:41
2023-07-25 04:08:49,256 semantic_segmentation INFO: Iters: 34990/150000 || Lr: 0.015748 || Task Loss: 0.6892 || KD Loss: 0.2382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:31 || Estimated Time: 2 days, 9:03:23
2023-07-25 04:09:07,423 semantic_segmentation INFO: Iters: 35000/150000 || Lr: 0.015746 || Task Loss: 0.6066 || KD Loss: 0.1687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:49 || Estimated Time: 2 days, 9:03:07
2023-07-25 04:09:25,764 semantic_segmentation INFO: Iters: 35010/150000 || Lr: 0.015745 || Task Loss: 0.6032 || KD Loss: 0.2264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:08 || Estimated Time: 2 days, 9:02:50
2023-07-25 04:09:43,976 semantic_segmentation INFO: Iters: 35020/150000 || Lr: 0.015744 || Task Loss: 0.7712 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:26 || Estimated Time: 2 days, 9:02:34
2023-07-25 04:10:02,727 semantic_segmentation INFO: Iters: 35030/150000 || Lr: 0.015743 || Task Loss: 0.6789 || KD Loss: 0.2577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:45 || Estimated Time: 2 days, 9:02:19
2023-07-25 04:10:21,110 semantic_segmentation INFO: Iters: 35040/150000 || Lr: 0.015741 || Task Loss: 0.8402 || KD Loss: 0.3123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:03 || Estimated Time: 2 days, 9:02:03
2023-07-25 04:10:39,378 semantic_segmentation INFO: Iters: 35050/150000 || Lr: 0.015740 || Task Loss: 0.7067 || KD Loss: 0.2049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:21 || Estimated Time: 2 days, 9:01:46
2023-07-25 04:10:57,654 semantic_segmentation INFO: Iters: 35060/150000 || Lr: 0.015739 || Task Loss: 0.8974 || KD Loss: 0.3108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:39 || Estimated Time: 2 days, 9:01:29
2023-07-25 04:11:16,123 semantic_segmentation INFO: Iters: 35070/150000 || Lr: 0.015738 || Task Loss: 0.9128 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:58 || Estimated Time: 2 days, 9:01:14
2023-07-25 04:11:34,507 semantic_segmentation INFO: Iters: 35080/150000 || Lr: 0.015736 || Task Loss: 0.5691 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:16 || Estimated Time: 2 days, 9:00:58
2023-07-25 04:11:52,932 semantic_segmentation INFO: Iters: 35090/150000 || Lr: 0.015735 || Task Loss: 0.5578 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:35 || Estimated Time: 2 days, 9:00:41
2023-07-25 04:12:11,534 semantic_segmentation INFO: Iters: 35100/150000 || Lr: 0.015734 || Task Loss: 0.6761 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:53 || Estimated Time: 2 days, 9:00:26
2023-07-25 04:12:29,699 semantic_segmentation INFO: Iters: 35110/150000 || Lr: 0.015733 || Task Loss: 0.8098 || KD Loss: 0.3310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:11 || Estimated Time: 2 days, 9:00:09
2023-07-25 04:12:48,411 semantic_segmentation INFO: Iters: 35120/150000 || Lr: 0.015732 || Task Loss: 0.5996 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:30 || Estimated Time: 2 days, 8:59:54
2023-07-25 04:13:06,512 semantic_segmentation INFO: Iters: 35130/150000 || Lr: 0.015730 || Task Loss: 0.5794 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:48 || Estimated Time: 2 days, 8:59:37
2023-07-25 04:13:25,116 semantic_segmentation INFO: Iters: 35140/150000 || Lr: 0.015729 || Task Loss: 0.8141 || KD Loss: 0.3262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:07 || Estimated Time: 2 days, 8:59:22
2023-07-25 04:13:43,081 semantic_segmentation INFO: Iters: 35150/150000 || Lr: 0.015728 || Task Loss: 0.6716 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:25 || Estimated Time: 2 days, 8:59:04
2023-07-25 04:14:01,576 semantic_segmentation INFO: Iters: 35160/150000 || Lr: 0.015727 || Task Loss: 0.6653 || KD Loss: 0.2789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:43 || Estimated Time: 2 days, 8:58:48
2023-07-25 04:14:19,723 semantic_segmentation INFO: Iters: 35170/150000 || Lr: 0.015725 || Task Loss: 0.8640 || KD Loss: 0.3043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:02 || Estimated Time: 2 days, 8:58:31
2023-07-25 04:14:38,274 semantic_segmentation INFO: Iters: 35180/150000 || Lr: 0.015724 || Task Loss: 1.0994 || KD Loss: 0.4962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:20 || Estimated Time: 2 days, 8:58:16
2023-07-25 04:14:56,977 semantic_segmentation INFO: Iters: 35190/150000 || Lr: 0.015723 || Task Loss: 0.9281 || KD Loss: 0.2398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:39 || Estimated Time: 2 days, 8:58:01
2023-07-25 04:15:15,411 semantic_segmentation INFO: Iters: 35200/150000 || Lr: 0.015722 || Task Loss: 0.4779 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:57 || Estimated Time: 2 days, 8:57:45
2023-07-25 04:15:15,535 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 04:15:15,932 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.086
2023-07-25 04:15:15,952 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.935, mIoU: 0.121
2023-07-25 04:15:15,966 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.122
2023-07-25 04:15:15,981 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.919, mIoU: 0.118
2023-07-25 04:15:15,996 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.883, mIoU: 0.173
2023-07-25 04:15:16,010 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.889, mIoU: 0.218
2023-07-25 04:15:16,025 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.887, mIoU: 0.245
2023-07-25 04:15:16,042 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.899, mIoU: 0.252
2023-07-25 04:15:16,056 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.897, mIoU: 0.267
2023-07-25 04:15:16,073 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.890, mIoU: 0.266
2023-07-25 04:15:16,089 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.878, mIoU: 0.269
2023-07-25 04:15:16,106 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.883, mIoU: 0.269
2023-07-25 04:15:16,120 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.848, mIoU: 0.266
2023-07-25 04:15:16,136 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.843, mIoU: 0.262
2023-07-25 04:15:16,152 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.840, mIoU: 0.259
2023-07-25 04:15:16,166 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.845, mIoU: 0.255
2023-07-25 04:15:16,178 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.846, mIoU: 0.254
2023-07-25 04:15:16,192 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.848, mIoU: 0.254
2023-07-25 04:15:16,208 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.852, mIoU: 0.254
2023-07-25 04:15:16,226 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.858, mIoU: 0.298
2023-07-25 04:15:16,242 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.854, mIoU: 0.284
2023-07-25 04:15:16,259 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.856, mIoU: 0.292
2023-07-25 04:15:16,275 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-25 04:15:16,293 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.857, mIoU: 0.326
2023-07-25 04:15:16,310 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.861, mIoU: 0.333
2023-07-25 04:15:16,326 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.861, mIoU: 0.345
2023-07-25 04:15:16,342 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.863, mIoU: 0.344
2023-07-25 04:15:16,354 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.867, mIoU: 0.344
2023-07-25 04:15:16,371 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.863, mIoU: 0.335
2023-07-25 04:15:16,387 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.868, mIoU: 0.335
2023-07-25 04:15:16,402 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.871, mIoU: 0.341
2023-07-25 04:15:16,418 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.874, mIoU: 0.342
2023-07-25 04:15:16,434 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.876, mIoU: 0.345
2023-07-25 04:15:16,450 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.877, mIoU: 0.343
2023-07-25 04:15:16,466 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.379
2023-07-25 04:15:16,482 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.879, mIoU: 0.380
2023-07-25 04:15:16,496 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.881, mIoU: 0.382
2023-07-25 04:15:16,510 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.884, mIoU: 0.397
2023-07-25 04:15:16,527 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.880, mIoU: 0.388
2023-07-25 04:15:16,541 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.880, mIoU: 0.389
2023-07-25 04:15:16,555 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.876, mIoU: 0.405
2023-07-25 04:15:16,570 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.879, mIoU: 0.405
2023-07-25 04:15:16,585 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.878, mIoU: 0.412
2023-07-25 04:15:16,599 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.879, mIoU: 0.411
2023-07-25 04:15:16,615 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.878, mIoU: 0.413
2023-07-25 04:15:16,631 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.880, mIoU: 0.417
2023-07-25 04:15:16,645 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.882, mIoU: 0.423
2023-07-25 04:15:16,659 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.882, mIoU: 0.424
2023-07-25 04:15:16,675 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.883, mIoU: 0.427
2023-07-25 04:15:16,693 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.883, mIoU: 0.427
2023-07-25 04:15:16,710 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.883, mIoU: 0.426
2023-07-25 04:15:16,726 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.885, mIoU: 0.426
2023-07-25 04:15:16,741 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.886, mIoU: 0.423
2023-07-25 04:15:16,758 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.886, mIoU: 0.420
2023-07-25 04:15:16,774 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.885, mIoU: 0.420
2023-07-25 04:15:16,788 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.883, mIoU: 0.417
2023-07-25 04:15:16,805 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.884, mIoU: 0.417
2023-07-25 04:15:16,823 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.886, mIoU: 0.416
2023-07-25 04:15:16,838 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.416
2023-07-25 04:15:16,854 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.879, mIoU: 0.449
2023-07-25 04:15:16,868 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.875, mIoU: 0.415
2023-07-25 04:15:16,884 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.872, mIoU: 0.408
2023-07-25 04:15:16,898 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.874, mIoU: 0.408
2023-07-25 04:15:16,918 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.876, mIoU: 0.415
2023-07-25 04:15:16,932 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.878, mIoU: 0.429
2023-07-25 04:15:16,949 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.878, mIoU: 0.429
2023-07-25 04:15:16,965 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.879, mIoU: 0.428
2023-07-25 04:15:16,979 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.880, mIoU: 0.465
2023-07-25 04:15:16,995 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.881, mIoU: 0.465
2023-07-25 04:15:17,011 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.878, mIoU: 0.464
2023-07-25 04:15:17,028 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.879, mIoU: 0.487
2023-07-25 04:15:17,042 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.880, mIoU: 0.487
2023-07-25 04:15:17,058 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.879, mIoU: 0.480
2023-07-25 04:15:17,075 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.880, mIoU: 0.479
2023-07-25 04:15:17,091 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.882, mIoU: 0.493
2023-07-25 04:15:17,107 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.882, mIoU: 0.489
2023-07-25 04:15:17,123 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 04:15:17,133 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 04:15:17,150 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 04:15:17,168 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:17,182 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.871, mIoU: 0.494
2023-07-25 04:15:17,198 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:17,214 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:17,230 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 04:15:17,247 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.865, mIoU: 0.475
2023-07-25 04:15:17,263 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 04:15:17,279 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.866, mIoU: 0.474
2023-07-25 04:15:17,295 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 04:15:17,311 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 04:15:17,326 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 04:15:17,342 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 04:15:17,358 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 04:15:17,374 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.863, mIoU: 0.469
2023-07-25 04:15:17,391 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.864, mIoU: 0.483
2023-07-25 04:15:17,407 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.862, mIoU: 0.482
2023-07-25 04:15:17,423 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.863, mIoU: 0.482
2023-07-25 04:15:17,437 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 04:15:17,451 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 04:15:17,467 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 04:15:17,481 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.867, mIoU: 0.486
2023-07-25 04:15:17,497 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.867, mIoU: 0.486
2023-07-25 04:15:17,513 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 04:15:17,527 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 04:15:17,542 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 04:15:17,558 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 04:15:17,572 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 04:15:17,588 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.869, mIoU: 0.490
2023-07-25 04:15:17,604 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.869, mIoU: 0.490
2023-07-25 04:15:17,618 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:17,632 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:17,646 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.871, mIoU: 0.495
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2023-07-25 04:15:21,010 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.866, mIoU: 0.493
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2023-07-25 04:15:21,214 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.868, mIoU: 0.491
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2023-07-25 04:15:21,335 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.869, mIoU: 0.491
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2023-07-25 04:15:21,520 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.866, mIoU: 0.488
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2023-07-25 04:15:21,553 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.864, mIoU: 0.484
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2023-07-25 04:15:21,782 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.866, mIoU: 0.480
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2023-07-25 04:15:22,109 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.868, mIoU: 0.480
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2023-07-25 04:15:22,277 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.868, mIoU: 0.477
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2023-07-25 04:15:22,442 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.866, mIoU: 0.474
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2023-07-25 04:15:23,469 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.870, mIoU: 0.488
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2023-07-25 04:15:23,730 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 04:15:23,743 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 04:15:23,759 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 04:15:23,775 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 04:15:23,789 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 04:15:23,804 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 04:15:23,822 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 04:15:23,839 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 04:15:23,855 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.869, mIoU: 0.486
2023-07-25 04:15:23,869 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.869, mIoU: 0.486
2023-07-25 04:15:23,885 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 04:15:23,901 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 04:15:23,918 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.869, mIoU: 0.486
2023-07-25 04:15:23,934 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 04:15:23,951 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 04:15:23,965 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 04:15:23,981 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 04:15:23,998 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 04:15:24,012 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,028 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:24,040 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 04:15:24,055 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:24,069 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,081 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.869, mIoU: 0.493
2023-07-25 04:15:24,094 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.869, mIoU: 0.493
2023-07-25 04:15:24,110 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,125 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,141 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,156 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,165 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,180 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 04:15:24,196 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,212 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,229 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,245 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,259 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,273 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 04:15:24,290 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 04:15:24,306 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 04:15:24,322 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 04:15:24,336 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 04:15:24,350 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,366 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,381 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,398 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.870, mIoU: 0.491
2023-07-25 04:15:24,412 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.870, mIoU: 0.489
2023-07-25 04:15:24,427 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.870, mIoU: 0.489
2023-07-25 04:15:24,444 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:24,460 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:24,474 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.870, mIoU: 0.490
2023-07-25 04:15:24,490 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:24,506 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:24,520 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:24,535 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.870, mIoU: 0.492
2023-07-25 04:15:24,551 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,566 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,582 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,595 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,611 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,627 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,644 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.871, mIoU: 0.493
2023-07-25 04:15:24,655 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,671 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,688 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.871, mIoU: 0.493
2023-07-25 04:15:24,701 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.871, mIoU: 0.494
2023-07-25 04:15:24,718 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.871, mIoU: 0.494
2023-07-25 04:15:24,732 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.871, mIoU: 0.494
2023-07-25 04:15:24,748 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.871, mIoU: 0.493
2023-07-25 04:15:24,764 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,780 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,794 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,808 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.871, mIoU: 0.493
2023-07-25 04:15:24,822 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.871, mIoU: 0.493
2023-07-25 04:15:24,838 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:24,854 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,871 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,886 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 04:15:24,903 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:24,917 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:24,933 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.872, mIoU: 0.494
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2023-07-25 04:15:24,979 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.872, mIoU: 0.493
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2023-07-25 04:15:25,042 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.872, mIoU: 0.492
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2023-07-25 04:15:25,071 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,087 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.872, mIoU: 0.493
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2023-07-25 04:15:25,118 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:25,134 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,147 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,163 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,179 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,194 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,208 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,224 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,239 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,255 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,271 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,287 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,303 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,319 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,334 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,350 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,364 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,380 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:25,396 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:25,412 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,425 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,442 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,456 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,472 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,489 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,505 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,521 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,538 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:25,554 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,569 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,585 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:25,600 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:25,616 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:25,636 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:25,652 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,669 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,681 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 04:15:25,695 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,711 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,726 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,741 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,756 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 04:15:25,770 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,786 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:25,803 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 04:15:25,819 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 04:15:25,835 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,849 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,864 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,878 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,894 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,910 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:25,927 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,943 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:25,959 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,975 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:25,989 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:26,004 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:26,020 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:26,034 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:26,048 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:26,063 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,079 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 04:15:26,096 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 04:15:26,110 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,125 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,142 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,159 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,173 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:26,187 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.873, mIoU: 0.493
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2023-07-25 04:15:26,228 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.873, mIoU: 0.494
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2023-07-25 04:15:26,667 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.874, mIoU: 0.496
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2023-07-25 04:15:26,780 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:26,796 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:26,810 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,823 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,837 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 04:15:26,853 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 04:15:26,869 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,884 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,898 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,914 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 04:15:26,930 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:26,946 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:26,962 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:26,978 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:26,992 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,008 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,022 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,037 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,054 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,069 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,086 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,099 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,116 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,132 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,146 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,160 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,176 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,192 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,208 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,223 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,236 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,250 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,265 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:27,278 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 04:15:27,293 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:27,311 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,325 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,341 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,355 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,371 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,387 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,400 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,414 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,430 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,446 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,459 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,475 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:27,491 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,505 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,520 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,536 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,552 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 04:15:27,570 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,585 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,600 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,614 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,631 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,645 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,659 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 04:15:27,675 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,691 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,705 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,722 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:27,739 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:27,756 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,772 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,787 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,800 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,815 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,829 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,843 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,857 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,873 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,887 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,900 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,916 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,933 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:27,949 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,966 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,981 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:27,995 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,011 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:28,027 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:28,043 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,060 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:28,073 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 04:15:28,087 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,101 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,118 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,134 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,150 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,165 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,177 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,191 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,207 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,223 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,237 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 04:15:28,253 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,267 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,283 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,297 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,313 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,327 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,343 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,359 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,373 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,389 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,405 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,421 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,437 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,452 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,468 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,484 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,499 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,514 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 04:15:28,530 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,544 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,558 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,572 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,590 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 04:15:28,604 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 04:15:28,622 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 04:15:28,638 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,650 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,666 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,683 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,699 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,713 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,730 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,745 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,759 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,775 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,791 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,806 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:28,820 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,833 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,851 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,866 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 04:15:28,882 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 04:15:28,896 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 04:15:28,912 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 04:15:28,927 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,943 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,959 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,973 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 04:15:28,989 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:29,002 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:29,018 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:29,033 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:29,047 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:29,063 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:29,077 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:29,093 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:29,108 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:29,124 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,139 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:29,155 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:29,170 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:29,186 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,203 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,218 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,235 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,251 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,261 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,276 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,290 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,306 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,321 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,338 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:29,352 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,367 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,383 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,398 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,415 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,431 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,445 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,461 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:29,477 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:29,492 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:29,506 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:29,522 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:29,537 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,553 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,567 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,583 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,599 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,612 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:29,627 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,643 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:29,657 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:29,672 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:29,686 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:29,701 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,717 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,733 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,749 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,765 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,781 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,795 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,809 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,825 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,839 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,853 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,868 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,883 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,899 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,915 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,929 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,942 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,959 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:29,976 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:29,990 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,006 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,020 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,036 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,051 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,068 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,085 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,100 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,110 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,127 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,143 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,157 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,172 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,188 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,204 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,217 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,233 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,248 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,264 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,280 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,295 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,312 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,328 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,342 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,357 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,373 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,388 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:30,402 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:30,418 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,435 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,451 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,459 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,473 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 04:15:30,487 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:30,500 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 04:15:30,513 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,529 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,545 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,561 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,573 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,587 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,602 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,613 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:30,629 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 04:15:30,643 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,658 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,674 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,689 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,705 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,716 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,730 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,745 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,760 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,776 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,792 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,806 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,817 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,829 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,843 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,855 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,872 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,886 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,902 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,919 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,935 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,951 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:30,967 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,983 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:30,998 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:31,015 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:31,029 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:31,044 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,059 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,075 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,088 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,102 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,117 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,130 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,146 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,159 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 04:15:31,174 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,190 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,208 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,225 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,239 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 04:15:31,255 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,271 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 04:15:31,286 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 04:15:31,302 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 04:15:31,315 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 04:15:31,329 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 04:15:31,344 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 04:15:31,360 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 04:15:31,376 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 04:15:31,391 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,408 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,424 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 04:15:31,440 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 04:15:31,456 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 04:15:31,469 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 04:15:31,486 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,496 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,510 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,526 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 04:15:31,538 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 04:15:31,553 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:31,569 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 04:15:31,585 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,601 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:31,617 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 04:15:31,633 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,648 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,661 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,677 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,691 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,706 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,722 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:31,736 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:31,753 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,767 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 04:15:31,783 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,799 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,816 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,832 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,848 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,861 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,875 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,891 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 04:15:31,905 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,919 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,935 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:31,951 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,966 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,980 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:31,994 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:32,010 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,026 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,043 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,057 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,071 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,087 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:32,103 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,119 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:32,135 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:32,151 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:32,167 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,182 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,197 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 04:15:32,214 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 04:15:32,230 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 04:15:32,245 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,260 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,274 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,290 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,306 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,322 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,335 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,351 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,366 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,383 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,396 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,412 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,429 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,444 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,461 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,478 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,495 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,509 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:32,525 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,542 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,556 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,572 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,586 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:32,596 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:32,612 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,627 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:32,641 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:32,657 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,673 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,686 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,700 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,716 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,731 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,746 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,764 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,779 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,796 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,811 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,825 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,840 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,856 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 04:15:32,872 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,885 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,898 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,914 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,930 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,946 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,961 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,974 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:32,991 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:33,005 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:33,019 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 04:15:33,035 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,052 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,068 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,084 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,099 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,115 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,130 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,146 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,162 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,176 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,193 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,207 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:33,221 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,234 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,250 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,265 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,281 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:33,297 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,308 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,322 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,339 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,355 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,369 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,385 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,402 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,418 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,432 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,447 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,463 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,477 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,493 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,506 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,520 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,536 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,552 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,567 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,583 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,596 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,612 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,628 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,641 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,657 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 04:15:33,673 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,689 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,706 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,719 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,734 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,750 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,766 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,781 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,795 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,812 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,830 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,844 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,855 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,871 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,888 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,904 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,919 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 04:15:33,933 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 04:15:33,949 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:33,964 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 04:15:33,978 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:33,993 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,009 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,025 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,042 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,058 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,074 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,089 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,105 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,119 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,134 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,150 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 04:15:34,166 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,179 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,195 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,207 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,223 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,239 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,255 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,269 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,285 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,303 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,319 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,331 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,347 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,363 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,374 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,390 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,406 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,422 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,436 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,449 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 04:15:34,465 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 04:15:34,480 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,496 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,510 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 04:15:34,527 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,541 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,555 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,571 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,587 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,603 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,619 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 04:15:34,636 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,650 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,667 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,682 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 04:15:34,698 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,714 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 04:15:34,727 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 04:15:34,741 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,758 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,773 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,789 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,803 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 04:15:34,816 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:34,832 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:34,847 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,861 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,874 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,891 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,907 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,923 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,939 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,955 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,972 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:34,985 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,000 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,016 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,030 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,045 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,061 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,077 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,093 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,108 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:35,124 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:35,139 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:35,155 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:35,170 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:35,186 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:35,202 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:35,217 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,233 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 04:15:35,248 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,262 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,275 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,292 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,308 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,323 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,339 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,355 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,371 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,387 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,403 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,419 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,435 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,449 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,463 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,477 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,491 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,505 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,521 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,537 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,551 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,565 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,581 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,593 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,607 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,623 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,640 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,655 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,671 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,685 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,701 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,716 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,730 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,747 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,763 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,780 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,794 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,810 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,826 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,841 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,857 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,870 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,886 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:35,902 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,918 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,934 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,948 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,964 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,980 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:35,996 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:36,012 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:36,027 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:36,043 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:36,059 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 04:15:36,070 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:36,085 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:36,099 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:36,113 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:36,130 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 04:15:36,146 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,161 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,174 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,188 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:36,202 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:36,218 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:36,233 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,249 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,264 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,278 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,294 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,310 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,324 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,340 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,355 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,369 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,385 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,397 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,413 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,429 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,445 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:36,461 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,474 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,488 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:36,503 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,519 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:36,534 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,548 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,562 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,578 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,593 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,609 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,623 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,638 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:36,656 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,672 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,688 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,704 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,712 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,729 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,742 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.872, mIoU: 0.496
2023-07-25 04:15:36,756 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,772 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,789 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,804 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,821 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,837 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,853 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:36,869 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:36,883 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:36,899 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,916 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,932 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,949 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,965 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,983 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:36,997 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,012 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,027 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,043 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,056 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 04:15:37,070 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:37,086 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:37,101 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:37,116 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-25 04:15:37,132 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,147 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,163 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,178 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,192 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,207 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,221 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,236 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,252 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,268 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,283 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,297 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,313 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,328 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,344 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,360 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,376 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,392 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,408 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,422 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,438 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,451 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,467 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,483 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,498 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 04:15:37,515 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 04:15:37,530 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,545 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,555 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,571 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,585 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,600 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,615 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,631 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,646 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,658 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,667 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,684 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,699 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,715 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,728 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,744 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,759 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,774 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,790 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,806 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,821 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,836 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 04:15:37,850 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,866 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,881 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,897 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,911 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,926 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,942 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 04:15:37,957 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,973 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:37,987 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:38,001 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:38,016 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 04:15:38,034 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 04:15:55,803 semantic_segmentation INFO: Iters: 35210/150000 || Lr: 0.015720 || Task Loss: 0.7682 || KD Loss: 0.2215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:38 || Estimated Time: 2 days, 8:58:40
2023-07-25 04:16:14,150 semantic_segmentation INFO: Iters: 35220/150000 || Lr: 0.015719 || Task Loss: 0.7608 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:56 || Estimated Time: 2 days, 8:58:24
2023-07-25 04:16:32,879 semantic_segmentation INFO: Iters: 35230/150000 || Lr: 0.015718 || Task Loss: 1.0257 || KD Loss: 0.4350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:15 || Estimated Time: 2 days, 8:58:09
2023-07-25 04:16:51,389 semantic_segmentation INFO: Iters: 35240/150000 || Lr: 0.015717 || Task Loss: 0.9098 || KD Loss: 0.4403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:33 || Estimated Time: 2 days, 8:57:53
2023-07-25 04:17:09,528 semantic_segmentation INFO: Iters: 35250/150000 || Lr: 0.015716 || Task Loss: 0.7804 || KD Loss: 0.3344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:51 || Estimated Time: 2 days, 8:57:36
2023-07-25 04:17:28,270 semantic_segmentation INFO: Iters: 35260/150000 || Lr: 0.015714 || Task Loss: 0.8046 || KD Loss: 0.2298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:30:10 || Estimated Time: 2 days, 8:57:21
2023-07-25 04:17:46,835 semantic_segmentation INFO: Iters: 35270/150000 || Lr: 0.015713 || Task Loss: 0.6272 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2367|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:30:29 || Estimated Time: 2 days, 8:57:05
2023-07-25 04:18:05,316 semantic_segmentation INFO: Iters: 35280/150000 || Lr: 0.015712 || Task Loss: 0.7917 || KD Loss: 0.3356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:30:47 || Estimated Time: 2 days, 8:56:49
2023-07-25 04:18:23,467 semantic_segmentation INFO: Iters: 35290/150000 || Lr: 0.015711 || Task Loss: 1.0006 || KD Loss: 0.4491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:05 || Estimated Time: 2 days, 8:56:33
2023-07-25 04:18:41,506 semantic_segmentation INFO: Iters: 35300/150000 || Lr: 0.015709 || Task Loss: 0.6823 || KD Loss: 0.2756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:23 || Estimated Time: 2 days, 8:56:15
2023-07-25 04:18:59,971 semantic_segmentation INFO: Iters: 35310/150000 || Lr: 0.015708 || Task Loss: 0.5195 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:42 || Estimated Time: 2 days, 8:55:59
2023-07-25 04:19:18,438 semantic_segmentation INFO: Iters: 35320/150000 || Lr: 0.015707 || Task Loss: 0.7599 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:00 || Estimated Time: 2 days, 8:55:43
2023-07-25 04:19:36,884 semantic_segmentation INFO: Iters: 35330/150000 || Lr: 0.015706 || Task Loss: 0.8726 || KD Loss: 0.3207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:19 || Estimated Time: 2 days, 8:55:27
2023-07-25 04:19:55,313 semantic_segmentation INFO: Iters: 35340/150000 || Lr: 0.015704 || Task Loss: 0.9945 || KD Loss: 0.3485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:37 || Estimated Time: 2 days, 8:55:11
2023-07-25 04:20:13,739 semantic_segmentation INFO: Iters: 35350/150000 || Lr: 0.015703 || Task Loss: 1.1899 || KD Loss: 0.3977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:56 || Estimated Time: 2 days, 8:54:55
2023-07-25 04:20:32,176 semantic_segmentation INFO: Iters: 35360/150000 || Lr: 0.015702 || Task Loss: 1.1813 || KD Loss: 0.4098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:14 || Estimated Time: 2 days, 8:54:39
2023-07-25 04:20:50,592 semantic_segmentation INFO: Iters: 35370/150000 || Lr: 0.015701 || Task Loss: 0.6186 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:32 || Estimated Time: 2 days, 8:54:23
2023-07-25 04:21:08,710 semantic_segmentation INFO: Iters: 35380/150000 || Lr: 0.015699 || Task Loss: 0.7601 || KD Loss: 0.2365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:50 || Estimated Time: 2 days, 8:54:06
2023-07-25 04:21:26,930 semantic_segmentation INFO: Iters: 35390/150000 || Lr: 0.015698 || Task Loss: 1.1554 || KD Loss: 0.4095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:34:09 || Estimated Time: 2 days, 8:53:49
2023-07-25 04:21:45,070 semantic_segmentation INFO: Iters: 35400/150000 || Lr: 0.015697 || Task Loss: 0.7174 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:34:27 || Estimated Time: 2 days, 8:53:32
2023-07-25 04:22:03,816 semantic_segmentation INFO: Iters: 35410/150000 || Lr: 0.015696 || Task Loss: 0.7661 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:34:46 || Estimated Time: 2 days, 8:53:17
2023-07-25 04:22:22,162 semantic_segmentation INFO: Iters: 35420/150000 || Lr: 0.015695 || Task Loss: 0.4866 || KD Loss: 0.1766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:04 || Estimated Time: 2 days, 8:53:01
2023-07-25 04:22:40,401 semantic_segmentation INFO: Iters: 35430/150000 || Lr: 0.015693 || Task Loss: 0.9234 || KD Loss: 0.2881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:22 || Estimated Time: 2 days, 8:52:44
2023-07-25 04:22:59,013 semantic_segmentation INFO: Iters: 35440/150000 || Lr: 0.015692 || Task Loss: 0.7763 || KD Loss: 0.2618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:41 || Estimated Time: 2 days, 8:52:29
2023-07-25 04:23:17,267 semantic_segmentation INFO: Iters: 35450/150000 || Lr: 0.015691 || Task Loss: 0.9084 || KD Loss: 0.3608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:59 || Estimated Time: 2 days, 8:52:12
2023-07-25 04:23:35,852 semantic_segmentation INFO: Iters: 35460/150000 || Lr: 0.015690 || Task Loss: 0.6507 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:18 || Estimated Time: 2 days, 8:51:56
2023-07-25 04:23:54,649 semantic_segmentation INFO: Iters: 35470/150000 || Lr: 0.015688 || Task Loss: 1.0081 || KD Loss: 0.4109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:36 || Estimated Time: 2 days, 8:51:41
2023-07-25 04:24:12,847 semantic_segmentation INFO: Iters: 35480/150000 || Lr: 0.015687 || Task Loss: 1.0122 || KD Loss: 0.3696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:55 || Estimated Time: 2 days, 8:51:25
2023-07-25 04:24:31,411 semantic_segmentation INFO: Iters: 35490/150000 || Lr: 0.015686 || Task Loss: 1.0126 || KD Loss: 0.4016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:13 || Estimated Time: 2 days, 8:51:09
2023-07-25 04:24:49,391 semantic_segmentation INFO: Iters: 35500/150000 || Lr: 0.015685 || Task Loss: 0.8427 || KD Loss: 0.2483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:31 || Estimated Time: 2 days, 8:50:52
2023-07-25 04:25:07,832 semantic_segmentation INFO: Iters: 35510/150000 || Lr: 0.015683 || Task Loss: 0.8619 || KD Loss: 0.3037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:50 || Estimated Time: 2 days, 8:50:36
2023-07-25 04:25:26,226 semantic_segmentation INFO: Iters: 35520/150000 || Lr: 0.015682 || Task Loss: 0.8438 || KD Loss: 0.3643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:08 || Estimated Time: 2 days, 8:50:19
2023-07-25 04:25:45,057 semantic_segmentation INFO: Iters: 35530/150000 || Lr: 0.015681 || Task Loss: 0.8673 || KD Loss: 0.3836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:27 || Estimated Time: 2 days, 8:50:04
2023-07-25 04:26:03,638 semantic_segmentation INFO: Iters: 35540/150000 || Lr: 0.015680 || Task Loss: 0.8655 || KD Loss: 0.3311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:45 || Estimated Time: 2 days, 8:49:49
2023-07-25 04:26:21,954 semantic_segmentation INFO: Iters: 35550/150000 || Lr: 0.015679 || Task Loss: 1.0302 || KD Loss: 0.5282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:04 || Estimated Time: 2 days, 8:49:33
2023-07-25 04:26:40,802 semantic_segmentation INFO: Iters: 35560/150000 || Lr: 0.015677 || Task Loss: 0.7827 || KD Loss: 0.2133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:23 || Estimated Time: 2 days, 8:49:18
2023-07-25 04:26:59,141 semantic_segmentation INFO: Iters: 35570/150000 || Lr: 0.015676 || Task Loss: 0.8113 || KD Loss: 0.2839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:41 || Estimated Time: 2 days, 8:49:01
2023-07-25 04:27:17,764 semantic_segmentation INFO: Iters: 35580/150000 || Lr: 0.015675 || Task Loss: 1.0117 || KD Loss: 0.2623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:00 || Estimated Time: 2 days, 8:48:46
2023-07-25 04:27:36,144 semantic_segmentation INFO: Iters: 35590/150000 || Lr: 0.015674 || Task Loss: 0.7832 || KD Loss: 0.2674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:18 || Estimated Time: 2 days, 8:48:30
2023-07-25 04:27:54,117 semantic_segmentation INFO: Iters: 35600/150000 || Lr: 0.015672 || Task Loss: 0.7136 || KD Loss: 0.2737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:36 || Estimated Time: 2 days, 8:48:12
2023-07-25 04:28:12,742 semantic_segmentation INFO: Iters: 35610/150000 || Lr: 0.015671 || Task Loss: 0.6880 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:55 || Estimated Time: 2 days, 8:47:57
2023-07-25 04:28:30,892 semantic_segmentation INFO: Iters: 35620/150000 || Lr: 0.015670 || Task Loss: 0.8683 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:13 || Estimated Time: 2 days, 8:47:40
2023-07-25 04:28:49,017 semantic_segmentation INFO: Iters: 35630/150000 || Lr: 0.015669 || Task Loss: 0.7770 || KD Loss: 0.2861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:31 || Estimated Time: 2 days, 8:47:23
2023-07-25 04:29:07,363 semantic_segmentation INFO: Iters: 35640/150000 || Lr: 0.015667 || Task Loss: 0.4042 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:49 || Estimated Time: 2 days, 8:47:06
2023-07-25 04:29:25,976 semantic_segmentation INFO: Iters: 35650/150000 || Lr: 0.015666 || Task Loss: 0.6889 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:08 || Estimated Time: 2 days, 8:46:51
2023-07-25 04:29:44,473 semantic_segmentation INFO: Iters: 35660/150000 || Lr: 0.015665 || Task Loss: 0.8468 || KD Loss: 0.2613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:26 || Estimated Time: 2 days, 8:46:35
2023-07-25 04:30:03,103 semantic_segmentation INFO: Iters: 35670/150000 || Lr: 0.015664 || Task Loss: 0.8024 || KD Loss: 0.3172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:45 || Estimated Time: 2 days, 8:46:19
2023-07-25 04:30:20,974 semantic_segmentation INFO: Iters: 35680/150000 || Lr: 0.015663 || Task Loss: 0.5896 || KD Loss: 0.2034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:03 || Estimated Time: 2 days, 8:46:02
2023-07-25 04:30:39,769 semantic_segmentation INFO: Iters: 35690/150000 || Lr: 0.015661 || Task Loss: 0.7876 || KD Loss: 0.3306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:22 || Estimated Time: 2 days, 8:45:47
2023-07-25 04:30:58,431 semantic_segmentation INFO: Iters: 35700/150000 || Lr: 0.015660 || Task Loss: 0.8505 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:40 || Estimated Time: 2 days, 8:45:31
2023-07-25 04:31:17,077 semantic_segmentation INFO: Iters: 35710/150000 || Lr: 0.015659 || Task Loss: 0.9022 || KD Loss: 0.3121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:59 || Estimated Time: 2 days, 8:45:16
2023-07-25 04:31:35,804 semantic_segmentation INFO: Iters: 35720/150000 || Lr: 0.015658 || Task Loss: 0.5663 || KD Loss: 0.2007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:18 || Estimated Time: 2 days, 8:45:01
2023-07-25 04:31:54,174 semantic_segmentation INFO: Iters: 35730/150000 || Lr: 0.015656 || Task Loss: 0.6442 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:36 || Estimated Time: 2 days, 8:44:44
2023-07-25 04:32:12,093 semantic_segmentation INFO: Iters: 35740/150000 || Lr: 0.015655 || Task Loss: 0.7751 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:54 || Estimated Time: 2 days, 8:44:27
2023-07-25 04:32:30,126 semantic_segmentation INFO: Iters: 35750/150000 || Lr: 0.015654 || Task Loss: 1.0191 || KD Loss: 0.4063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:12 || Estimated Time: 2 days, 8:44:09
2023-07-25 04:32:48,886 semantic_segmentation INFO: Iters: 35760/150000 || Lr: 0.015653 || Task Loss: 0.6889 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:31 || Estimated Time: 2 days, 8:43:54
2023-07-25 04:33:07,049 semantic_segmentation INFO: Iters: 35770/150000 || Lr: 0.015651 || Task Loss: 0.4260 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:49 || Estimated Time: 2 days, 8:43:37
2023-07-25 04:33:25,444 semantic_segmentation INFO: Iters: 35780/150000 || Lr: 0.015650 || Task Loss: 1.0328 || KD Loss: 0.2946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:07 || Estimated Time: 2 days, 8:43:21
2023-07-25 04:33:43,723 semantic_segmentation INFO: Iters: 35790/150000 || Lr: 0.015649 || Task Loss: 0.9796 || KD Loss: 0.3363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:26 || Estimated Time: 2 days, 8:43:04
2023-07-25 04:34:02,397 semantic_segmentation INFO: Iters: 35800/150000 || Lr: 0.015648 || Task Loss: 0.9026 || KD Loss: 0.3101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:44 || Estimated Time: 2 days, 8:42:49
2023-07-25 04:34:21,149 semantic_segmentation INFO: Iters: 35810/150000 || Lr: 0.015646 || Task Loss: 0.5913 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:03 || Estimated Time: 2 days, 8:42:34
2023-07-25 04:34:39,210 semantic_segmentation INFO: Iters: 35820/150000 || Lr: 0.015645 || Task Loss: 0.6671 || KD Loss: 0.3114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:21 || Estimated Time: 2 days, 8:42:17
2023-07-25 04:34:58,064 semantic_segmentation INFO: Iters: 35830/150000 || Lr: 0.015644 || Task Loss: 0.9160 || KD Loss: 0.3654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:40 || Estimated Time: 2 days, 8:42:02
2023-07-25 04:35:15,962 semantic_segmentation INFO: Iters: 35840/150000 || Lr: 0.015643 || Task Loss: 0.6768 || KD Loss: 0.2238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:58 || Estimated Time: 2 days, 8:41:44
2023-07-25 04:35:34,492 semantic_segmentation INFO: Iters: 35850/150000 || Lr: 0.015642 || Task Loss: 0.7135 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:16 || Estimated Time: 2 days, 8:41:28
2023-07-25 04:35:52,757 semantic_segmentation INFO: Iters: 35860/150000 || Lr: 0.015640 || Task Loss: 0.7556 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:35 || Estimated Time: 2 days, 8:41:12
2023-07-25 04:36:10,904 semantic_segmentation INFO: Iters: 35870/150000 || Lr: 0.015639 || Task Loss: 0.7053 || KD Loss: 0.2546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:53 || Estimated Time: 2 days, 8:40:54
2023-07-25 04:36:29,154 semantic_segmentation INFO: Iters: 35880/150000 || Lr: 0.015638 || Task Loss: 0.7008 || KD Loss: 0.2334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:11 || Estimated Time: 2 days, 8:40:38
2023-07-25 04:36:47,555 semantic_segmentation INFO: Iters: 35890/150000 || Lr: 0.015637 || Task Loss: 0.5768 || KD Loss: 0.1876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:29 || Estimated Time: 2 days, 8:40:22
2023-07-25 04:37:05,793 semantic_segmentation INFO: Iters: 35900/150000 || Lr: 0.015635 || Task Loss: 0.6872 || KD Loss: 0.2542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:48 || Estimated Time: 2 days, 8:40:05
2023-07-25 04:37:24,431 semantic_segmentation INFO: Iters: 35910/150000 || Lr: 0.015634 || Task Loss: 0.8499 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:06 || Estimated Time: 2 days, 8:39:49
2023-07-25 04:37:42,558 semantic_segmentation INFO: Iters: 35920/150000 || Lr: 0.015633 || Task Loss: 1.0184 || KD Loss: 0.3547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:24 || Estimated Time: 2 days, 8:39:32
2023-07-25 04:38:00,960 semantic_segmentation INFO: Iters: 35930/150000 || Lr: 0.015632 || Task Loss: 0.7269 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:43 || Estimated Time: 2 days, 8:39:16
2023-07-25 04:38:19,063 semantic_segmentation INFO: Iters: 35940/150000 || Lr: 0.015630 || Task Loss: 1.0280 || KD Loss: 0.3738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:01 || Estimated Time: 2 days, 8:38:59
2023-07-25 04:38:37,430 semantic_segmentation INFO: Iters: 35950/150000 || Lr: 0.015629 || Task Loss: 0.5985 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:19 || Estimated Time: 2 days, 8:38:43
2023-07-25 04:38:55,868 semantic_segmentation INFO: Iters: 35960/150000 || Lr: 0.015628 || Task Loss: 0.6182 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:38 || Estimated Time: 2 days, 8:38:26
2023-07-25 04:39:14,305 semantic_segmentation INFO: Iters: 35970/150000 || Lr: 0.015627 || Task Loss: 0.6518 || KD Loss: 0.2781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:56 || Estimated Time: 2 days, 8:38:10
2023-07-25 04:39:32,737 semantic_segmentation INFO: Iters: 35980/150000 || Lr: 0.015626 || Task Loss: 0.6452 || KD Loss: 0.1819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:15 || Estimated Time: 2 days, 8:37:54
2023-07-25 04:39:51,022 semantic_segmentation INFO: Iters: 35990/150000 || Lr: 0.015624 || Task Loss: 0.6266 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:33 || Estimated Time: 2 days, 8:37:37
2023-07-25 04:40:09,557 semantic_segmentation INFO: Iters: 36000/150000 || Lr: 0.015623 || Task Loss: 0.7912 || KD Loss: 0.3117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:51 || Estimated Time: 2 days, 8:37:22
2023-07-25 04:40:09,682 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 04:40:10,073 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.082
2023-07-25 04:40:10,087 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.124
2023-07-25 04:40:10,100 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.124
2023-07-25 04:40:10,115 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.942, mIoU: 0.121
2023-07-25 04:40:10,129 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.852, mIoU: 0.133
2023-07-25 04:40:10,142 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.822, mIoU: 0.134
2023-07-25 04:40:10,157 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.835, mIoU: 0.165
2023-07-25 04:40:10,172 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.853, mIoU: 0.186
2023-07-25 04:40:10,185 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.842, mIoU: 0.192
2023-07-25 04:40:10,200 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.844, mIoU: 0.192
2023-07-25 04:40:10,214 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.837, mIoU: 0.194
2023-07-25 04:40:10,230 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.850, mIoU: 0.228
2023-07-25 04:40:10,243 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.821, mIoU: 0.201
2023-07-25 04:40:10,259 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.827, mIoU: 0.201
2023-07-25 04:40:10,274 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.827, mIoU: 0.198
2023-07-25 04:40:10,288 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.819, mIoU: 0.197
2023-07-25 04:40:10,300 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.822, mIoU: 0.196
2023-07-25 04:40:10,313 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.817, mIoU: 0.191
2023-07-25 04:40:10,329 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.823, mIoU: 0.199
2023-07-25 04:40:10,346 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.829, mIoU: 0.236
2023-07-25 04:40:10,362 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.826, mIoU: 0.236
2023-07-25 04:40:10,378 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.830, mIoU: 0.235
2023-07-25 04:40:10,394 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.820, mIoU: 0.236
2023-07-25 04:40:10,411 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.825, mIoU: 0.251
2023-07-25 04:40:10,429 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.817, mIoU: 0.241
2023-07-25 04:40:10,445 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.818, mIoU: 0.244
2023-07-25 04:40:10,462 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.822, mIoU: 0.244
2023-07-25 04:40:10,475 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.819, mIoU: 0.236
2023-07-25 04:40:10,492 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.817, mIoU: 0.234
2023-07-25 04:40:10,509 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.823, mIoU: 0.235
2023-07-25 04:40:10,525 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.828, mIoU: 0.247
2023-07-25 04:40:10,542 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.833, mIoU: 0.249
2023-07-25 04:40:10,559 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.819, mIoU: 0.239
2023-07-25 04:40:10,575 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.821, mIoU: 0.239
2023-07-25 04:40:10,591 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.820, mIoU: 0.247
2023-07-25 04:40:10,608 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.824, mIoU: 0.248
2023-07-25 04:40:10,622 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.828, mIoU: 0.248
2023-07-25 04:40:10,635 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.831, mIoU: 0.254
2023-07-25 04:40:10,653 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.835, mIoU: 0.265
2023-07-25 04:40:10,667 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.835, mIoU: 0.265
2023-07-25 04:40:10,681 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.835, mIoU: 0.281
2023-07-25 04:40:10,697 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.839, mIoU: 0.281
2023-07-25 04:40:10,712 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.839, mIoU: 0.285
2023-07-25 04:40:10,726 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.840, mIoU: 0.284
2023-07-25 04:40:10,742 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.840, mIoU: 0.291
2023-07-25 04:40:10,758 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.843, mIoU: 0.295
2023-07-25 04:40:10,772 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.846, mIoU: 0.302
2023-07-25 04:40:10,785 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.840, mIoU: 0.298
2023-07-25 04:40:10,800 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.840, mIoU: 0.291
2023-07-25 04:40:10,817 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.840, mIoU: 0.288
2023-07-25 04:40:10,834 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.842, mIoU: 0.292
2023-07-25 04:40:10,851 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.845, mIoU: 0.292
2023-07-25 04:40:10,865 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.846, mIoU: 0.291
2023-07-25 04:40:10,882 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.846, mIoU: 0.291
2023-07-25 04:40:10,899 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.848, mIoU: 0.301
2023-07-25 04:40:10,913 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.847, mIoU: 0.300
2023-07-25 04:40:10,930 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.847, mIoU: 0.299
2023-07-25 04:40:10,949 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.850, mIoU: 0.298
2023-07-25 04:40:10,963 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.851, mIoU: 0.300
2023-07-25 04:40:10,979 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.844, mIoU: 0.302
2023-07-25 04:40:10,994 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-25 04:40:11,010 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.842, mIoU: 0.299
2023-07-25 04:40:11,024 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.844, mIoU: 0.299
2023-07-25 04:40:11,043 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.839, mIoU: 0.289
2023-07-25 04:40:11,058 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.841, mIoU: 0.300
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2023-07-25 04:40:11,090 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.845, mIoU: 0.301
2023-07-25 04:40:11,104 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.843, mIoU: 0.298
2023-07-25 04:40:11,120 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.845, mIoU: 0.299
2023-07-25 04:40:11,136 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.842, mIoU: 0.298
2023-07-25 04:40:11,153 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.843, mIoU: 0.319
2023-07-25 04:40:11,167 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.845, mIoU: 0.320
2023-07-25 04:40:11,182 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.844, mIoU: 0.313
2023-07-25 04:40:11,198 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.845, mIoU: 0.312
2023-07-25 04:40:11,213 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.847, mIoU: 0.331
2023-07-25 04:40:11,229 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.849, mIoU: 0.330
2023-07-25 04:40:11,246 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.845, mIoU: 0.327
2023-07-25 04:40:11,256 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.840, mIoU: 0.323
2023-07-25 04:40:11,273 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.840, mIoU: 0.342
2023-07-25 04:40:11,291 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.840, mIoU: 0.342
2023-07-25 04:40:11,305 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.841, mIoU: 0.347
2023-07-25 04:40:11,322 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.839, mIoU: 0.343
2023-07-25 04:40:11,338 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.837, mIoU: 0.342
2023-07-25 04:40:11,354 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.835, mIoU: 0.338
2023-07-25 04:40:11,371 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.834, mIoU: 0.333
2023-07-25 04:40:11,388 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.834, mIoU: 0.334
2023-07-25 04:40:11,404 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.833, mIoU: 0.333
2023-07-25 04:40:11,420 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.833, mIoU: 0.333
2023-07-25 04:40:11,436 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.833, mIoU: 0.353
2023-07-25 04:40:11,450 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.831, mIoU: 0.350
2023-07-25 04:40:11,466 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.831, mIoU: 0.355
2023-07-25 04:40:11,483 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.833, mIoU: 0.357
2023-07-25 04:40:11,499 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.833, mIoU: 0.359
2023-07-25 04:40:11,515 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.834, mIoU: 0.369
2023-07-25 04:40:11,530 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.832, mIoU: 0.368
2023-07-25 04:40:11,546 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.833, mIoU: 0.368
2023-07-25 04:40:11,560 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.834, mIoU: 0.370
2023-07-25 04:40:11,574 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.836, mIoU: 0.372
2023-07-25 04:40:11,590 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.836, mIoU: 0.371
2023-07-25 04:40:11,603 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.837, mIoU: 0.373
2023-07-25 04:40:11,619 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.838, mIoU: 0.372
2023-07-25 04:40:11,634 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.838, mIoU: 0.370
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2023-07-25 04:40:11,663 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.836, mIoU: 0.368
2023-07-25 04:40:11,680 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.834, mIoU: 0.363
2023-07-25 04:40:11,693 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.835, mIoU: 0.365
2023-07-25 04:40:11,710 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.836, mIoU: 0.368
2023-07-25 04:40:11,726 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.836, mIoU: 0.372
2023-07-25 04:40:11,741 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.837, mIoU: 0.373
2023-07-25 04:40:11,755 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.838, mIoU: 0.372
2023-07-25 04:40:11,769 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.838, mIoU: 0.375
2023-07-25 04:40:11,783 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.839, mIoU: 0.375
2023-07-25 04:40:11,799 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.840, mIoU: 0.374
2023-07-25 04:40:11,816 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.841, mIoU: 0.375
2023-07-25 04:40:11,832 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.842, mIoU: 0.378
2023-07-25 04:40:11,846 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.843, mIoU: 0.378
2023-07-25 04:40:11,860 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.838, mIoU: 0.370
2023-07-25 04:40:11,876 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.838, mIoU: 0.370
2023-07-25 04:40:11,890 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.838, mIoU: 0.368
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2023-07-25 04:40:11,922 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.840, mIoU: 0.368
2023-07-25 04:40:11,937 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.841, mIoU: 0.369
2023-07-25 04:40:11,951 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.841, mIoU: 0.364
2023-07-25 04:40:11,967 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.842, mIoU: 0.365
2023-07-25 04:40:11,983 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.843, mIoU: 0.365
2023-07-25 04:40:11,992 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.842, mIoU: 0.363
2023-07-25 04:40:12,004 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.843, mIoU: 0.363
2023-07-25 04:40:12,021 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.839, mIoU: 0.357
2023-07-25 04:40:12,030 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.838, mIoU: 0.357
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2023-07-25 04:40:12,091 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.843, mIoU: 0.364
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2023-07-25 04:40:12,122 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.842, mIoU: 0.367
2023-07-25 04:40:12,135 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.843, mIoU: 0.368
2023-07-25 04:40:12,152 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.840, mIoU: 0.367
2023-07-25 04:40:12,166 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.841, mIoU: 0.366
2023-07-25 04:40:12,182 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.842, mIoU: 0.368
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2023-07-25 04:40:12,212 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.844, mIoU: 0.369
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2023-07-25 04:40:12,261 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.844, mIoU: 0.371
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2023-07-25 04:40:12,293 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.845, mIoU: 0.375
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2023-07-25 04:40:12,412 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.846, mIoU: 0.396
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2023-07-25 04:40:12,443 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.845, mIoU: 0.394
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2023-07-25 04:40:12,573 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.848, mIoU: 0.401
2023-07-25 04:40:12,587 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.849, mIoU: 0.401
2023-07-25 04:40:12,601 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.849, mIoU: 0.402
2023-07-25 04:40:12,615 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.848, mIoU: 0.403
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2023-07-25 04:40:12,646 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-25 04:40:12,662 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.844, mIoU: 0.388
2023-07-25 04:40:12,679 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.844, mIoU: 0.387
2023-07-25 04:40:12,694 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.845, mIoU: 0.389
2023-07-25 04:40:12,710 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.845, mIoU: 0.392
2023-07-25 04:40:12,727 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.846, mIoU: 0.392
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2023-07-25 04:40:12,761 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.844, mIoU: 0.386
2023-07-25 04:40:12,775 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.843, mIoU: 0.384
2023-07-25 04:40:12,789 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.843, mIoU: 0.383
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2023-07-25 04:40:12,820 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.844, mIoU: 0.384
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2023-07-25 04:40:12,851 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.845, mIoU: 0.385
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2023-07-25 04:40:12,883 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.846, mIoU: 0.388
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2023-07-25 04:40:12,916 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.846, mIoU: 0.385
2023-07-25 04:40:12,932 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.847, mIoU: 0.384
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2023-07-25 04:40:12,977 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.847, mIoU: 0.389
2023-07-25 04:40:12,992 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.846, mIoU: 0.388
2023-07-25 04:40:13,009 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.847, mIoU: 0.388
2023-07-25 04:40:13,025 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.848, mIoU: 0.390
2023-07-25 04:40:13,041 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.848, mIoU: 0.389
2023-07-25 04:40:13,054 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.847, mIoU: 0.385
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2023-07-25 04:40:13,096 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.849, mIoU: 0.385
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2023-07-25 04:40:13,131 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.846, mIoU: 0.381
2023-07-25 04:40:13,149 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.847, mIoU: 0.382
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2023-07-25 04:40:13,198 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.845, mIoU: 0.386
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2023-07-25 04:40:13,244 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.845, mIoU: 0.387
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2023-07-25 04:40:13,293 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.845, mIoU: 0.393
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2023-07-25 04:40:13,327 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.846, mIoU: 0.395
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2023-07-25 04:40:13,360 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.846, mIoU: 0.397
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2023-07-25 04:40:14,127 semantic_segmentation INFO: Sample: 263, Validation pixAcc: 0.839, mIoU: 0.395
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2023-07-25 04:40:17,197 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.849, mIoU: 0.406
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2023-07-25 04:40:17,217 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.849, mIoU: 0.407
2023-07-25 04:40:17,231 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-25 04:40:17,245 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-25 04:40:17,261 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-25 04:40:17,274 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.849, mIoU: 0.407
2023-07-25 04:40:17,290 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-25 04:40:17,307 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.849, mIoU: 0.408
2023-07-25 04:40:17,323 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.849, mIoU: 0.409
2023-07-25 04:40:17,338 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.849, mIoU: 0.410
2023-07-25 04:40:17,354 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.850, mIoU: 0.410
2023-07-25 04:40:17,368 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.850, mIoU: 0.410
2023-07-25 04:40:17,384 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,400 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,414 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,431 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,443 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.850, mIoU: 0.413
2023-07-25 04:40:17,459 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,475 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.850, mIoU: 0.412
2023-07-25 04:40:17,491 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-25 04:40:17,506 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.851, mIoU: 0.412
2023-07-25 04:40:17,522 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-25 04:40:17,533 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-25 04:40:17,547 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-25 04:40:17,563 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.851, mIoU: 0.416
2023-07-25 04:40:17,579 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.851, mIoU: 0.416
2023-07-25 04:40:17,592 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 04:40:17,606 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-25 04:40:17,621 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-25 04:40:17,636 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.852, mIoU: 0.417
2023-07-25 04:40:17,653 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-25 04:40:17,668 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-25 04:40:17,677 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-25 04:40:17,693 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.852, mIoU: 0.418
2023-07-25 04:40:17,708 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,722 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,738 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,753 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,767 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,783 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 04:40:17,798 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 04:40:17,815 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,832 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,849 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,866 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,881 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,895 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:17,911 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-25 04:40:17,927 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.853, mIoU: 0.420
2023-07-25 04:40:17,942 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,958 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:17,975 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-25 04:40:17,992 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.853, mIoU: 0.417
2023-07-25 04:40:18,008 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:18,022 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:18,037 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:18,054 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:18,070 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:18,086 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 04:40:18,102 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 04:40:18,116 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.852, mIoU: 0.416
2023-07-25 04:40:18,132 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.853, mIoU: 0.416
2023-07-25 04:40:18,148 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.852, mIoU: 0.415
2023-07-25 04:40:18,162 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.853, mIoU: 0.418
2023-07-25 04:40:18,178 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.853, mIoU: 0.419
2023-07-25 04:40:18,190 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:18,206 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:18,220 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.853, mIoU: 0.421
2023-07-25 04:40:18,232 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,245 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,261 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,276 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,292 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,308 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,317 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,332 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,348 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,364 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,380 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,395 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,409 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,423 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,439 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:18,455 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,472 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,485 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:18,499 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:18,515 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,531 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,546 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:18,560 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:18,576 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,592 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,609 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,623 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,640 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,656 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,670 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,687 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,703 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,719 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,735 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,750 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:18,767 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:18,783 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,801 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:18,812 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:18,827 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:18,844 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.853, mIoU: 0.425
2023-07-25 04:40:18,857 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,873 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,887 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:18,903 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,919 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:18,934 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:18,948 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:18,961 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.852, mIoU: 0.422
2023-07-25 04:40:18,974 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:18,990 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.853, mIoU: 0.422
2023-07-25 04:40:19,006 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:19,022 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:19,037 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.853, mIoU: 0.423
2023-07-25 04:40:19,053 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:19,067 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:19,083 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.853, mIoU: 0.424
2023-07-25 04:40:19,100 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:19,114 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:19,130 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:19,146 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:19,162 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,177 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,193 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,206 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.854, mIoU: 0.424
2023-07-25 04:40:19,221 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,237 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,252 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,268 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-25 04:40:19,284 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-25 04:40:19,297 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.854, mIoU: 0.422
2023-07-25 04:40:19,313 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,328 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,344 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,358 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,374 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,389 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,405 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-25 04:40:19,421 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.855, mIoU: 0.423
2023-07-25 04:40:19,437 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:19,454 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 04:40:19,470 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 04:40:19,486 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.856, mIoU: 0.428
2023-07-25 04:40:19,501 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 04:40:19,516 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 04:40:19,531 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,547 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,563 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,576 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,593 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,607 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:19,623 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-25 04:40:19,704 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.854, mIoU: 0.428
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2023-07-25 04:40:19,734 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:19,749 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:19,765 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.854, mIoU: 0.429
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2023-07-25 04:40:19,799 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.853, mIoU: 0.429
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2023-07-25 04:40:19,840 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.853, mIoU: 0.428
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2023-07-25 04:40:19,899 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.854, mIoU: 0.427
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2023-07-25 04:40:19,978 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:19,991 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:20,006 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:20,020 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:20,035 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,051 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,067 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.854, mIoU: 0.430
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2023-07-25 04:40:20,099 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.854, mIoU: 0.430
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2023-07-25 04:40:20,129 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,145 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,161 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.854, mIoU: 0.429
2023-07-25 04:40:20,175 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:20,189 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.854, mIoU: 0.430
2023-07-25 04:40:20,204 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-25 04:40:20,221 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.854, mIoU: 0.431
2023-07-25 04:40:20,237 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,251 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,267 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,283 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,299 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,313 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,326 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,334 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.855, mIoU: 0.431
2023-07-25 04:40:20,350 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.855, mIoU: 0.430
2023-07-25 04:40:20,366 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,381 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:20,397 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:20,413 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:20,429 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:20,445 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,461 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,475 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,491 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,506 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,522 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:20,538 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:20,551 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:20,565 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:20,579 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:20,593 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 04:40:20,608 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 04:40:20,621 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.857, mIoU: 0.434
2023-07-25 04:40:20,636 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 04:40:20,651 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 04:40:20,668 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 04:40:20,681 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.857, mIoU: 0.436
2023-07-25 04:40:20,696 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 04:40:20,711 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.857, mIoU: 0.435
2023-07-25 04:40:20,723 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.858, mIoU: 0.435
2023-07-25 04:40:20,739 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 04:40:20,756 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 04:40:20,772 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 04:40:20,788 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 04:40:20,804 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 04:40:20,820 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:20,834 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:20,851 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:20,867 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:20,885 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:20,902 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:20,918 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 04:40:20,935 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:20,949 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 04:40:20,963 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:20,976 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.858, mIoU: 0.437
2023-07-25 04:40:20,992 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.858, mIoU: 0.437
2023-07-25 04:40:21,010 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,024 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,038 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,053 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 04:40:21,069 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.858, mIoU: 0.438
2023-07-25 04:40:21,085 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,101 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,118 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,132 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.859, mIoU: 0.440
2023-07-25 04:40:21,148 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,162 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,178 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,194 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,209 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,227 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,241 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,258 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,275 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 04:40:21,289 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:21,303 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:21,320 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,336 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:21,353 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,369 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,382 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:21,395 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:21,410 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:21,424 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:21,440 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:21,457 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,471 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,488 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,503 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:21,520 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,536 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,550 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,565 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,581 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,597 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,612 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,628 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,644 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,659 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,674 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,690 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:21,706 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:21,724 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,738 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,753 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,767 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,783 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,796 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,810 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,826 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,841 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,855 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:21,871 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:21,888 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,904 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,922 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,936 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,949 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:21,965 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,979 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:21,993 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:22,008 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:22,025 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:22,039 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,054 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:22,069 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,086 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:22,102 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:22,118 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:22,132 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:22,146 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:22,162 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:22,178 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,194 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,209 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,222 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,236 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,248 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,264 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,280 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,296 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,312 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,324 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,339 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,355 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,372 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:22,386 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,402 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,417 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,434 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,449 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:22,465 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:22,480 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,497 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,513 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,526 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,543 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,558 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,574 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,589 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,605 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,620 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,635 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,650 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,665 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,680 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,694 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,707 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:22,722 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,740 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,755 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:22,773 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:22,790 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:22,803 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:22,819 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:22,836 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,852 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,866 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:22,883 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:22,898 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:22,912 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,928 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,944 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:22,960 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:22,974 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:22,987 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.860, mIoU: 0.440
2023-07-25 04:40:23,005 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:23,020 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:23,036 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:23,050 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:23,066 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:23,081 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.859, mIoU: 0.438
2023-07-25 04:40:23,097 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:23,113 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,127 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,143 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:23,157 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:23,172 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.860, mIoU: 0.439
2023-07-25 04:40:23,187 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,201 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,217 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.859, mIoU: 0.437
2023-07-25 04:40:23,231 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,247 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,263 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,278 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,294 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,309 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,325 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,340 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,358 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,374 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,390 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,407 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,417 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,432 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,446 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,462 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,478 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,495 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:23,508 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,524 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:23,540 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,556 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,573 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,590 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:23,604 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:23,620 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:23,636 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:23,652 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,666 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:23,682 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:23,698 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,714 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,728 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,743 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,759 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,773 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,788 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,804 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,817 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,833 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,846 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,861 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:23,877 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 04:40:23,893 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 04:40:23,908 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:23,924 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:23,940 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 04:40:23,954 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 04:40:23,968 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-25 04:40:23,983 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:23,997 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,011 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,027 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,043 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,059 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,075 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,089 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,103 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,120 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,135 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:24,149 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,165 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,179 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,196 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,211 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,229 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,245 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,261 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,271 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,288 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,304 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,318 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:24,334 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,350 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,366 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,380 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:24,396 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,412 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,429 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,445 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 04:40:24,461 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.860, mIoU: 0.434
2023-07-25 04:40:24,478 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 04:40:24,495 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 04:40:24,509 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 04:40:24,525 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-25 04:40:24,541 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,556 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,570 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:24,586 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:24,602 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:24,618 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:24,626 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:24,640 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:24,654 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:24,667 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:24,679 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:24,695 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,710 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,725 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:24,737 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,751 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,767 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,779 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.862, mIoU: 0.440
2023-07-25 04:40:24,796 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.862, mIoU: 0.440
2023-07-25 04:40:24,810 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:24,826 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:24,843 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:24,859 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-25 04:40:24,875 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,887 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,901 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,917 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:24,933 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,949 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,965 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,978 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:24,989 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:25,000 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.862, mIoU: 0.439
2023-07-25 04:40:25,014 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:25,026 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:25,041 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.861, mIoU: 0.440
2023-07-25 04:40:25,055 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:25,070 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-25 04:40:25,086 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,102 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,116 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:25,131 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,146 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,162 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,178 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,193 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,208 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,224 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,241 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,255 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,269 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,285 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,298 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:25,316 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,329 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,345 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,361 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,380 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,397 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,411 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,427 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,442 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,458 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,474 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,487 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.862, mIoU: 0.439
2023-07-25 04:40:25,500 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 04:40:25,516 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 04:40:25,531 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 04:40:25,546 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 04:40:25,562 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,578 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.862, mIoU: 0.439
2023-07-25 04:40:25,594 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 04:40:25,610 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,626 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.862, mIoU: 0.438
2023-07-25 04:40:25,639 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-25 04:40:25,656 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,667 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,681 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,696 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-25 04:40:25,709 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:25,725 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,741 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,757 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:25,773 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,789 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,805 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:25,820 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:25,833 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:25,849 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:25,862 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:25,878 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,893 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,906 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,922 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,935 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,950 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,965 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:25,981 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:25,997 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:26,013 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:26,027 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:26,041 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.861, mIoU: 0.435
2023-07-25 04:40:26,057 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:26,072 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,086 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,103 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:26,119 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,135 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:26,149 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:26,163 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,180 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,196 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,212 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,226 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,239 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,255 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,271 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:26,287 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-25 04:40:26,302 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,318 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,333 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,348 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,363 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,379 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 04:40:26,395 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,410 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,426 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,440 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,457 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,473 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,489 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.861, mIoU: 0.438
2023-07-25 04:40:26,503 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,519 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,535 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,552 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,566 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,582 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,597 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,613 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,629 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,644 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,660 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,674 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,690 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,706 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,720 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,735 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,748 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,757 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,772 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-25 04:40:26,788 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,801 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.860, mIoU: 0.438
2023-07-25 04:40:26,818 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:26,835 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-25 04:40:26,849 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:26,863 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:26,880 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:26,896 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:26,912 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,931 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,947 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,965 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,981 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:26,995 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:27,011 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:27,026 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.860, mIoU: 0.436
2023-07-25 04:40:27,042 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,055 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,069 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,084 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,100 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,116 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,131 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,144 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,160 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,174 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,188 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,203 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,220 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,235 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,251 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,265 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:27,281 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.860, mIoU: 0.435
2023-07-25 04:40:27,296 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.859, mIoU: 0.435
2023-07-25 04:40:27,312 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,327 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,341 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,357 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,370 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,384 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,397 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,413 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,429 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,445 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,461 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,472 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,486 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,504 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,520 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,534 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,550 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,568 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,584 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,598 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,613 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,629 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.859, mIoU: 0.434
2023-07-25 04:40:27,642 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,658 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,671 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.859, mIoU: 0.432
2023-07-25 04:40:27,685 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.859, mIoU: 0.432
2023-07-25 04:40:27,700 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,716 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.859, mIoU: 0.433
2023-07-25 04:40:27,731 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.859, mIoU: 0.432
2023-07-25 04:40:27,747 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.859, mIoU: 0.432
2023-07-25 04:40:27,760 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:27,775 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:27,791 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.859, mIoU: 0.432
2023-07-25 04:40:27,803 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 04:40:27,819 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.858, mIoU: 0.431
2023-07-25 04:40:27,835 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:27,851 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,867 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,881 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,894 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,911 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,927 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 04:40:27,942 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:27,956 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:27,972 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:27,990 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:28,005 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,017 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,032 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 04:40:28,049 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 04:40:28,064 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.858, mIoU: 0.434
2023-07-25 04:40:28,080 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,094 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,109 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.858, mIoU: 0.432
2023-07-25 04:40:28,124 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,138 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,153 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,169 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,184 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,200 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-25 04:40:28,216 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,232 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,246 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 04:40:28,262 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 04:40:28,276 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.857, mIoU: 0.432
2023-07-25 04:40:28,291 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 04:40:28,307 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.857, mIoU: 0.433
2023-07-25 04:40:28,324 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 04:40:28,337 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.857, mIoU: 0.431
2023-07-25 04:40:28,353 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 04:40:28,365 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 04:40:28,381 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,398 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,414 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,427 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,443 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,460 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,476 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:28,488 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,504 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,520 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,531 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,547 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:28,563 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.856, mIoU: 0.432
2023-07-25 04:40:28,578 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,592 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,605 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,620 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.856, mIoU: 0.431
2023-07-25 04:40:28,635 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,650 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 04:40:28,664 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,681 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,694 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,708 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,724 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.856, mIoU: 0.430
2023-07-25 04:40:28,740 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,755 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:28,771 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:28,788 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:28,802 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:28,818 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:28,833 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,849 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:28,879 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,894 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,911 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,927 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,944 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,958 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:28,972 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:28,988 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,004 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,018 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,032 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,048 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:29,064 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,080 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:29,095 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,111 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,128 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,142 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,157 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,173 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,186 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,202 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,218 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,233 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,249 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,264 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:29,280 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,295 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,310 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,326 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,341 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,357 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,372 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:29,388 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,403 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,417 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,430 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,446 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,462 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,476 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,492 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,509 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:29,541 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,557 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,573 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,589 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,603 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,616 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,630 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,644 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,658 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:29,674 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:29,690 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:29,704 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.855, mIoU: 0.429
2023-07-25 04:40:29,717 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,733 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:29,760 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:29,792 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:29,808 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,823 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:29,852 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,868 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,881 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,898 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,914 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:29,930 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:29,944 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:29,960 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:29,976 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:29,991 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:30,007 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:30,020 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:30,036 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:30,052 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:30,067 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:30,083 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,097 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,113 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.854, mIoU: 0.427
2023-07-25 04:40:30,128 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,144 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,160 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,176 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,192 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,208 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,218 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,233 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,247 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,261 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,278 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,294 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,309 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,322 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,336 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,350 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,366 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,380 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,396 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,411 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.856, mIoU: 0.428
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2023-07-25 04:40:30,516 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:30,532 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.856, mIoU: 0.429
2023-07-25 04:40:30,545 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.856, mIoU: 0.429
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2023-07-25 04:40:30,610 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.856, mIoU: 0.428
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2023-07-25 04:40:30,669 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,685 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,698 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,712 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,727 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,742 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,758 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,771 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,787 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,804 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,819 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,835 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,850 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.855, mIoU: 0.428
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2023-07-25 04:40:30,887 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,901 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-25 04:40:30,917 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,933 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.855, mIoU: 0.427
2023-07-25 04:40:30,948 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:30,965 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:30,982 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:30,998 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:31,015 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:31,028 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.854, mIoU: 0.426
2023-07-25 04:40:31,044 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.854, mIoU: 0.425
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2023-07-25 04:40:31,094 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.854, mIoU: 0.425
2023-07-25 04:40:31,110 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,128 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,141 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,156 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,172 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,188 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,201 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,215 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:31,230 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-25 04:40:31,261 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,276 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,292 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-25 04:40:31,323 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-25 04:40:31,353 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,367 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,383 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,399 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,415 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,431 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,445 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,462 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,478 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.854, mIoU: 0.424
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2023-07-25 04:40:31,510 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.855, mIoU: 0.424
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2023-07-25 04:40:31,542 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.855, mIoU: 0.424
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2023-07-25 04:40:31,571 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,586 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,600 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,616 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,631 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.855, mIoU: 0.424
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2023-07-25 04:40:31,677 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-25 04:40:31,691 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.855, mIoU: 0.424
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2023-07-25 04:40:31,716 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,730 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,746 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.855, mIoU: 0.424
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2023-07-25 04:40:31,804 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,814 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,831 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,847 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,863 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:31,877 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.855, mIoU: 0.425
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2023-07-25 04:40:31,922 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.856, mIoU: 0.424
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2023-07-25 04:40:31,953 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.856, mIoU: 0.424
2023-07-25 04:40:31,968 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:31,984 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.856, mIoU: 0.425
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2023-07-25 04:40:32,013 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,029 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,044 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,058 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,074 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,090 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.856, mIoU: 0.425
2023-07-25 04:40:32,105 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:32,122 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:32,135 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.856, mIoU: 0.426
2023-07-25 04:40:32,150 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:32,165 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.855, mIoU: 0.426
2023-07-25 04:40:32,182 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-25 04:40:50,052 semantic_segmentation INFO: Iters: 36010/150000 || Lr: 0.015622 || Task Loss: 0.5431 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:32 || Estimated Time: 2 days, 8:38:16
2023-07-25 04:41:08,434 semantic_segmentation INFO: Iters: 36020/150000 || Lr: 0.015621 || Task Loss: 0.6958 || KD Loss: 0.2031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:50 || Estimated Time: 2 days, 8:37:59
2023-07-25 04:41:26,513 semantic_segmentation INFO: Iters: 36030/150000 || Lr: 0.015619 || Task Loss: 0.8957 || KD Loss: 0.3443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:08 || Estimated Time: 2 days, 8:37:42
2023-07-25 04:41:44,924 semantic_segmentation INFO: Iters: 36040/150000 || Lr: 0.015618 || Task Loss: 0.8340 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:27 || Estimated Time: 2 days, 8:37:26
2023-07-25 04:42:03,008 semantic_segmentation INFO: Iters: 36050/150000 || Lr: 0.015617 || Task Loss: 0.5458 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:45 || Estimated Time: 2 days, 8:37:08
2023-07-25 04:42:21,623 semantic_segmentation INFO: Iters: 36060/150000 || Lr: 0.015616 || Task Loss: 0.6768 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:03 || Estimated Time: 2 days, 8:36:53
2023-07-25 04:42:40,043 semantic_segmentation INFO: Iters: 36070/150000 || Lr: 0.015614 || Task Loss: 0.5945 || KD Loss: 0.1912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:22 || Estimated Time: 2 days, 8:36:37
2023-07-25 04:42:58,137 semantic_segmentation INFO: Iters: 36080/150000 || Lr: 0.015613 || Task Loss: 0.8635 || KD Loss: 0.3339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:40 || Estimated Time: 2 days, 8:36:19
2023-07-25 04:43:16,739 semantic_segmentation INFO: Iters: 36090/150000 || Lr: 0.015612 || Task Loss: 0.7559 || KD Loss: 0.2168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:59 || Estimated Time: 2 days, 8:36:04
2023-07-25 04:43:35,316 semantic_segmentation INFO: Iters: 36100/150000 || Lr: 0.015611 || Task Loss: 0.7016 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:17 || Estimated Time: 2 days, 8:35:48
2023-07-25 04:43:53,957 semantic_segmentation INFO: Iters: 36110/150000 || Lr: 0.015609 || Task Loss: 0.7330 || KD Loss: 0.2372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:36 || Estimated Time: 2 days, 8:35:33
2023-07-25 04:44:12,259 semantic_segmentation INFO: Iters: 36120/150000 || Lr: 0.015608 || Task Loss: 0.8143 || KD Loss: 0.2756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:54 || Estimated Time: 2 days, 8:35:16
2023-07-25 04:44:30,697 semantic_segmentation INFO: Iters: 36130/150000 || Lr: 0.015607 || Task Loss: 0.9709 || KD Loss: 0.3973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:12 || Estimated Time: 2 days, 8:35:00
2023-07-25 04:44:48,705 semantic_segmentation INFO: Iters: 36140/150000 || Lr: 0.015606 || Task Loss: 0.7638 || KD Loss: 0.2416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:30 || Estimated Time: 2 days, 8:34:42
2023-07-25 04:45:07,090 semantic_segmentation INFO: Iters: 36150/150000 || Lr: 0.015605 || Task Loss: 0.8313 || KD Loss: 0.4116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:49 || Estimated Time: 2 days, 8:34:26
2023-07-25 04:45:25,709 semantic_segmentation INFO: Iters: 36160/150000 || Lr: 0.015603 || Task Loss: 0.6492 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:07 || Estimated Time: 2 days, 8:34:10
2023-07-25 04:45:43,923 semantic_segmentation INFO: Iters: 36170/150000 || Lr: 0.015602 || Task Loss: 0.6906 || KD Loss: 0.1995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:26 || Estimated Time: 2 days, 8:33:54
2023-07-25 04:46:02,169 semantic_segmentation INFO: Iters: 36180/150000 || Lr: 0.015601 || Task Loss: 0.6432 || KD Loss: 0.1989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:44 || Estimated Time: 2 days, 8:33:37
2023-07-25 04:46:20,939 semantic_segmentation INFO: Iters: 36190/150000 || Lr: 0.015600 || Task Loss: 0.5555 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:03 || Estimated Time: 2 days, 8:33:22
2023-07-25 04:46:39,165 semantic_segmentation INFO: Iters: 36200/150000 || Lr: 0.015598 || Task Loss: 0.7860 || KD Loss: 0.2094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:21 || Estimated Time: 2 days, 8:33:05
2023-07-25 04:46:57,620 semantic_segmentation INFO: Iters: 36210/150000 || Lr: 0.015597 || Task Loss: 0.7377 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:39 || Estimated Time: 2 days, 8:32:49
2023-07-25 04:47:16,239 semantic_segmentation INFO: Iters: 36220/150000 || Lr: 0.015596 || Task Loss: 0.9711 || KD Loss: 0.4115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:58 || Estimated Time: 2 days, 8:32:33
2023-07-25 04:47:34,658 semantic_segmentation INFO: Iters: 36230/150000 || Lr: 0.015595 || Task Loss: 0.6943 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:16 || Estimated Time: 2 days, 8:32:17
2023-07-25 04:47:52,889 semantic_segmentation INFO: Iters: 36240/150000 || Lr: 0.015593 || Task Loss: 0.6107 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:35 || Estimated Time: 2 days, 8:32:00
2023-07-25 04:48:11,220 semantic_segmentation INFO: Iters: 36250/150000 || Lr: 0.015592 || Task Loss: 0.7147 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:53 || Estimated Time: 2 days, 8:31:43
2023-07-25 04:48:29,756 semantic_segmentation INFO: Iters: 36260/150000 || Lr: 0.015591 || Task Loss: 0.8860 || KD Loss: 0.3209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:12 || Estimated Time: 2 days, 8:31:28
2023-07-25 04:48:48,281 semantic_segmentation INFO: Iters: 36270/150000 || Lr: 0.015590 || Task Loss: 0.6932 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:30 || Estimated Time: 2 days, 8:31:12
2023-07-25 04:49:06,550 semantic_segmentation INFO: Iters: 36280/150000 || Lr: 0.015589 || Task Loss: 0.9509 || KD Loss: 0.3640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:48 || Estimated Time: 2 days, 8:30:55
2023-07-25 04:49:25,000 semantic_segmentation INFO: Iters: 36290/150000 || Lr: 0.015587 || Task Loss: 0.8329 || KD Loss: 0.2577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:07 || Estimated Time: 2 days, 8:30:39
2023-07-25 04:49:43,365 semantic_segmentation INFO: Iters: 36300/150000 || Lr: 0.015586 || Task Loss: 0.6667 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:25 || Estimated Time: 2 days, 8:30:22
2023-07-25 04:50:01,866 semantic_segmentation INFO: Iters: 36310/150000 || Lr: 0.015585 || Task Loss: 0.8159 || KD Loss: 0.2751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:44 || Estimated Time: 2 days, 8:30:06
2023-07-25 04:50:20,354 semantic_segmentation INFO: Iters: 36320/150000 || Lr: 0.015584 || Task Loss: 0.5252 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:02 || Estimated Time: 2 days, 8:29:50
2023-07-25 04:50:39,288 semantic_segmentation INFO: Iters: 36330/150000 || Lr: 0.015582 || Task Loss: 0.5443 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:21 || Estimated Time: 2 days, 8:29:36
2023-07-25 04:50:57,598 semantic_segmentation INFO: Iters: 36340/150000 || Lr: 0.015581 || Task Loss: 0.6230 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:39 || Estimated Time: 2 days, 8:29:19
2023-07-25 04:51:15,790 semantic_segmentation INFO: Iters: 36350/150000 || Lr: 0.015580 || Task Loss: 0.9053 || KD Loss: 0.3019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:58 || Estimated Time: 2 days, 8:29:02
2023-07-25 04:51:34,171 semantic_segmentation INFO: Iters: 36360/150000 || Lr: 0.015579 || Task Loss: 0.5728 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:16 || Estimated Time: 2 days, 8:28:46
2023-07-25 04:51:52,240 semantic_segmentation INFO: Iters: 36370/150000 || Lr: 0.015577 || Task Loss: 0.7741 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:34 || Estimated Time: 2 days, 8:28:29
2023-07-25 04:52:10,918 semantic_segmentation INFO: Iters: 36380/150000 || Lr: 0.015576 || Task Loss: 0.6794 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:53 || Estimated Time: 2 days, 8:28:13
2023-07-25 04:52:29,480 semantic_segmentation INFO: Iters: 36390/150000 || Lr: 0.015575 || Task Loss: 0.6723 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:11 || Estimated Time: 2 days, 8:27:57
2023-07-25 04:52:48,292 semantic_segmentation INFO: Iters: 36400/150000 || Lr: 0.015574 || Task Loss: 0.4820 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:30 || Estimated Time: 2 days, 8:27:42
2023-07-25 04:53:07,008 semantic_segmentation INFO: Iters: 36410/150000 || Lr: 0.015572 || Task Loss: 0.5116 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:49 || Estimated Time: 2 days, 8:27:27
2023-07-25 04:53:24,759 semantic_segmentation INFO: Iters: 36420/150000 || Lr: 0.015571 || Task Loss: 0.6033 || KD Loss: 0.1899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:07 || Estimated Time: 2 days, 8:27:09
2023-07-25 04:53:43,929 semantic_segmentation INFO: Iters: 36430/150000 || Lr: 0.015570 || Task Loss: 0.7410 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:26 || Estimated Time: 2 days, 8:26:54
2023-07-25 04:54:02,675 semantic_segmentation INFO: Iters: 36440/150000 || Lr: 0.015569 || Task Loss: 0.4469 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:44 || Estimated Time: 2 days, 8:26:39
2023-07-25 04:54:20,937 semantic_segmentation INFO: Iters: 36450/150000 || Lr: 0.015568 || Task Loss: 0.8781 || KD Loss: 0.3082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:03 || Estimated Time: 2 days, 8:26:23
2023-07-25 04:54:39,464 semantic_segmentation INFO: Iters: 36460/150000 || Lr: 0.015566 || Task Loss: 0.7345 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:21 || Estimated Time: 2 days, 8:26:07
2023-07-25 04:54:57,408 semantic_segmentation INFO: Iters: 36470/150000 || Lr: 0.015565 || Task Loss: 0.8985 || KD Loss: 0.2632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:39 || Estimated Time: 2 days, 8:25:49
2023-07-25 04:55:15,534 semantic_segmentation INFO: Iters: 36480/150000 || Lr: 0.015564 || Task Loss: 0.6098 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:57 || Estimated Time: 2 days, 8:25:32
2023-07-25 04:55:34,511 semantic_segmentation INFO: Iters: 36490/150000 || Lr: 0.015563 || Task Loss: 0.8355 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:16 || Estimated Time: 2 days, 8:25:17
2023-07-25 04:55:53,201 semantic_segmentation INFO: Iters: 36500/150000 || Lr: 0.015561 || Task Loss: 1.5838 || KD Loss: 0.6392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:35 || Estimated Time: 2 days, 8:25:02
2023-07-25 04:56:11,240 semantic_segmentation INFO: Iters: 36510/150000 || Lr: 0.015560 || Task Loss: 0.9002 || KD Loss: 0.3696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:53 || Estimated Time: 2 days, 8:24:45
2023-07-25 04:56:29,922 semantic_segmentation INFO: Iters: 36520/150000 || Lr: 0.015559 || Task Loss: 0.7788 || KD Loss: 0.3092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:12 || Estimated Time: 2 days, 8:24:29
2023-07-25 04:56:48,421 semantic_segmentation INFO: Iters: 36530/150000 || Lr: 0.015558 || Task Loss: 0.5398 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:30 || Estimated Time: 2 days, 8:24:13
2023-07-25 04:57:06,543 semantic_segmentation INFO: Iters: 36540/150000 || Lr: 0.015556 || Task Loss: 0.5810 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2416|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:48 || Estimated Time: 2 days, 8:23:56
2023-07-25 04:57:24,733 semantic_segmentation INFO: Iters: 36550/150000 || Lr: 0.015555 || Task Loss: 1.0035 || KD Loss: 0.3409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:07 || Estimated Time: 2 days, 8:23:39
2023-07-25 04:57:43,274 semantic_segmentation INFO: Iters: 36560/150000 || Lr: 0.015554 || Task Loss: 0.5744 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:25 || Estimated Time: 2 days, 8:23:23
2023-07-25 04:58:01,806 semantic_segmentation INFO: Iters: 36570/150000 || Lr: 0.015553 || Task Loss: 0.6407 || KD Loss: 0.1802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:44 || Estimated Time: 2 days, 8:23:07
2023-07-25 04:58:19,704 semantic_segmentation INFO: Iters: 36580/150000 || Lr: 0.015551 || Task Loss: 0.5542 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:01 || Estimated Time: 2 days, 8:22:49
2023-07-25 04:58:38,576 semantic_segmentation INFO: Iters: 36590/150000 || Lr: 0.015550 || Task Loss: 0.7600 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:20 || Estimated Time: 2 days, 8:22:34
2023-07-25 04:58:57,295 semantic_segmentation INFO: Iters: 36600/150000 || Lr: 0.015549 || Task Loss: 0.8420 || KD Loss: 0.2641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:39 || Estimated Time: 2 days, 8:22:19
2023-07-25 04:59:15,498 semantic_segmentation INFO: Iters: 36610/150000 || Lr: 0.015548 || Task Loss: 0.5344 || KD Loss: 0.1599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:57 || Estimated Time: 2 days, 8:22:02
2023-07-25 04:59:33,934 semantic_segmentation INFO: Iters: 36620/150000 || Lr: 0.015547 || Task Loss: 0.6760 || KD Loss: 0.2008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:16 || Estimated Time: 2 days, 8:21:46
2023-07-25 04:59:52,688 semantic_segmentation INFO: Iters: 36630/150000 || Lr: 0.015545 || Task Loss: 0.8092 || KD Loss: 0.4063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:34 || Estimated Time: 2 days, 8:21:31
2023-07-25 05:00:10,611 semantic_segmentation INFO: Iters: 36640/150000 || Lr: 0.015544 || Task Loss: 0.5735 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:52 || Estimated Time: 2 days, 8:21:13
2023-07-25 05:00:29,015 semantic_segmentation INFO: Iters: 36650/150000 || Lr: 0.015543 || Task Loss: 0.7260 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:11 || Estimated Time: 2 days, 8:20:56
2023-07-25 05:00:47,867 semantic_segmentation INFO: Iters: 36660/150000 || Lr: 0.015542 || Task Loss: 0.5888 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:30 || Estimated Time: 2 days, 8:20:41
2023-07-25 05:01:06,382 semantic_segmentation INFO: Iters: 36670/150000 || Lr: 0.015540 || Task Loss: 0.6142 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:48 || Estimated Time: 2 days, 8:20:25
2023-07-25 05:01:24,425 semantic_segmentation INFO: Iters: 36680/150000 || Lr: 0.015539 || Task Loss: 0.6098 || KD Loss: 0.2364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:06 || Estimated Time: 2 days, 8:20:08
2023-07-25 05:01:42,546 semantic_segmentation INFO: Iters: 36690/150000 || Lr: 0.015538 || Task Loss: 0.7039 || KD Loss: 0.2470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:24 || Estimated Time: 2 days, 8:19:51
2023-07-25 05:02:00,898 semantic_segmentation INFO: Iters: 36700/150000 || Lr: 0.015537 || Task Loss: 0.5376 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:43 || Estimated Time: 2 days, 8:19:34
2023-07-25 05:02:19,341 semantic_segmentation INFO: Iters: 36710/150000 || Lr: 0.015535 || Task Loss: 0.7456 || KD Loss: 0.2473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:01 || Estimated Time: 2 days, 8:19:18
2023-07-25 05:02:37,760 semantic_segmentation INFO: Iters: 36720/150000 || Lr: 0.015534 || Task Loss: 0.7429 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:20 || Estimated Time: 2 days, 8:19:02
2023-07-25 05:02:56,196 semantic_segmentation INFO: Iters: 36730/150000 || Lr: 0.015533 || Task Loss: 0.8778 || KD Loss: 0.3459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:38 || Estimated Time: 2 days, 8:18:46
2023-07-25 05:03:14,640 semantic_segmentation INFO: Iters: 36740/150000 || Lr: 0.015532 || Task Loss: 0.6970 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:56 || Estimated Time: 2 days, 8:18:29
2023-07-25 05:03:32,922 semantic_segmentation INFO: Iters: 36750/150000 || Lr: 0.015531 || Task Loss: 0.9486 || KD Loss: 0.4146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:15 || Estimated Time: 2 days, 8:18:13
2023-07-25 05:03:50,854 semantic_segmentation INFO: Iters: 36760/150000 || Lr: 0.015529 || Task Loss: 0.8031 || KD Loss: 0.2411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:33 || Estimated Time: 2 days, 8:17:55
2023-07-25 05:04:09,208 semantic_segmentation INFO: Iters: 36770/150000 || Lr: 0.015528 || Task Loss: 0.8151 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:51 || Estimated Time: 2 days, 8:17:38
2023-07-25 05:04:27,833 semantic_segmentation INFO: Iters: 36780/150000 || Lr: 0.015527 || Task Loss: 0.8604 || KD Loss: 0.2844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:10 || Estimated Time: 2 days, 8:17:23
2023-07-25 05:04:46,300 semantic_segmentation INFO: Iters: 36790/150000 || Lr: 0.015526 || Task Loss: 0.8401 || KD Loss: 0.3254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:28 || Estimated Time: 2 days, 8:17:07
2023-07-25 05:05:05,119 semantic_segmentation INFO: Iters: 36800/150000 || Lr: 0.015524 || Task Loss: 0.7688 || KD Loss: 0.2103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:47 || Estimated Time: 2 days, 8:16:51
2023-07-25 05:05:05,248 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:05:05,654 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.086
2023-07-25 05:05:05,668 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.129
2023-07-25 05:05:05,680 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.946, mIoU: 0.136
2023-07-25 05:05:05,695 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.943, mIoU: 0.132
2023-07-25 05:05:05,710 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.895, mIoU: 0.177
2023-07-25 05:05:05,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.908, mIoU: 0.223
2023-07-25 05:05:05,738 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.259
2023-07-25 05:05:05,753 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.921, mIoU: 0.266
2023-07-25 05:05:05,766 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.917, mIoU: 0.277
2023-07-25 05:05:05,781 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.905, mIoU: 0.284
2023-07-25 05:05:05,796 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.893, mIoU: 0.285
2023-07-25 05:05:05,811 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.897, mIoU: 0.286
2023-07-25 05:05:05,824 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.861, mIoU: 0.276
2023-07-25 05:05:05,839 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.864, mIoU: 0.272
2023-07-25 05:05:05,854 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.865, mIoU: 0.266
2023-07-25 05:05:05,867 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.870, mIoU: 0.264
2023-07-25 05:05:05,878 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.869, mIoU: 0.262
2023-07-25 05:05:05,891 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.256
2023-07-25 05:05:05,907 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.867, mIoU: 0.264
2023-07-25 05:05:05,924 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.870, mIoU: 0.307
2023-07-25 05:05:05,939 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.875, mIoU: 0.309
2023-07-25 05:05:05,955 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.876, mIoU: 0.306
2023-07-25 05:05:05,970 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.870, mIoU: 0.343
2023-07-25 05:05:05,986 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.872, mIoU: 0.351
2023-07-25 05:05:06,003 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.867, mIoU: 0.349
2023-07-25 05:05:06,017 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.867, mIoU: 0.355
2023-07-25 05:05:06,032 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.868, mIoU: 0.350
2023-07-25 05:05:06,044 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.872, mIoU: 0.350
2023-07-25 05:05:06,061 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.867, mIoU: 0.338
2023-07-25 05:05:06,077 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.872, mIoU: 0.338
2023-07-25 05:05:06,093 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.875, mIoU: 0.339
2023-07-25 05:05:06,110 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.879, mIoU: 0.341
2023-07-25 05:05:06,127 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.879, mIoU: 0.340
2023-07-25 05:05:06,144 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.881, mIoU: 0.339
2023-07-25 05:05:06,160 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.883, mIoU: 0.369
2023-07-25 05:05:06,177 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.885, mIoU: 0.370
2023-07-25 05:05:06,191 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.887, mIoU: 0.367
2023-07-25 05:05:06,205 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.889, mIoU: 0.394
2023-07-25 05:05:06,223 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.888, mIoU: 0.396
2023-07-25 05:05:06,237 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.394
2023-07-25 05:05:06,252 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.878, mIoU: 0.393
2023-07-25 05:05:06,267 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.881, mIoU: 0.393
2023-07-25 05:05:06,282 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.880, mIoU: 0.397
2023-07-25 05:05:06,296 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.881, mIoU: 0.397
2023-07-25 05:05:06,312 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.880, mIoU: 0.399
2023-07-25 05:05:06,328 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.881, mIoU: 0.401
2023-07-25 05:05:06,342 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.881, mIoU: 0.404
2023-07-25 05:05:06,355 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.880, mIoU: 0.404
2023-07-25 05:05:06,370 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.881, mIoU: 0.405
2023-07-25 05:05:06,387 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.880, mIoU: 0.402
2023-07-25 05:05:06,403 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.880, mIoU: 0.399
2023-07-25 05:05:06,418 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.882, mIoU: 0.399
2023-07-25 05:05:06,432 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.883, mIoU: 0.397
2023-07-25 05:05:06,448 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.883, mIoU: 0.396
2023-07-25 05:05:06,464 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.881, mIoU: 0.392
2023-07-25 05:05:06,477 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.879, mIoU: 0.386
2023-07-25 05:05:06,493 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.880, mIoU: 0.385
2023-07-25 05:05:06,512 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.882, mIoU: 0.384
2023-07-25 05:05:06,526 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.882, mIoU: 0.383
2023-07-25 05:05:06,542 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.872, mIoU: 0.382
2023-07-25 05:05:06,556 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.869, mIoU: 0.376
2023-07-25 05:05:06,572 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.870, mIoU: 0.373
2023-07-25 05:05:06,586 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.872, mIoU: 0.373
2023-07-25 05:05:06,605 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.871, mIoU: 0.380
2023-07-25 05:05:06,619 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.873, mIoU: 0.391
2023-07-25 05:05:06,635 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.874, mIoU: 0.391
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2023-07-25 05:05:06,681 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.876, mIoU: 0.419
2023-07-25 05:05:06,697 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.873, mIoU: 0.421
2023-07-25 05:05:06,714 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.874, mIoU: 0.441
2023-07-25 05:05:06,728 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.875, mIoU: 0.442
2023-07-25 05:05:06,744 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.874, mIoU: 0.435
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2023-07-25 05:05:06,775 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.876, mIoU: 0.440
2023-07-25 05:05:06,791 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.877, mIoU: 0.436
2023-07-25 05:05:06,806 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.874, mIoU: 0.434
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2023-07-25 05:05:06,832 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.874, mIoU: 0.446
2023-07-25 05:05:06,849 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.875, mIoU: 0.449
2023-07-25 05:05:06,863 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.866, mIoU: 0.441
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2023-07-25 05:05:06,895 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:06,911 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.861, mIoU: 0.426
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2023-07-25 05:05:07,025 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.861, mIoU: 0.418
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2023-07-25 05:05:07,074 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 05:05:07,090 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.861, mIoU: 0.437
2023-07-25 05:05:07,105 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-25 05:05:07,119 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.863, mIoU: 0.438
2023-07-25 05:05:07,133 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.863, mIoU: 0.437
2023-07-25 05:05:07,148 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.864, mIoU: 0.436
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2023-07-25 05:05:07,178 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-25 05:05:07,192 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.866, mIoU: 0.441
2023-07-25 05:05:07,206 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.867, mIoU: 0.440
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2023-07-25 05:05:07,399 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:07,413 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.868, mIoU: 0.447
2023-07-25 05:05:07,429 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.868, mIoU: 0.446
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2023-07-25 05:05:07,536 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.870, mIoU: 0.440
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2023-07-25 05:05:07,558 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.870, mIoU: 0.439
2023-07-25 05:05:07,575 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.865, mIoU: 0.430
2023-07-25 05:05:07,585 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.864, mIoU: 0.428
2023-07-25 05:05:07,598 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.865, mIoU: 0.432
2023-07-25 05:05:07,614 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.866, mIoU: 0.431
2023-07-25 05:05:07,630 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.866, mIoU: 0.437
2023-07-25 05:05:07,644 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.867, mIoU: 0.438
2023-07-25 05:05:07,660 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.866, mIoU: 0.433
2023-07-25 05:05:07,674 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.865, mIoU: 0.429
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2023-07-25 05:05:07,703 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.863, mIoU: 0.428
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2023-07-25 05:05:07,734 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.864, mIoU: 0.428
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2023-07-25 05:05:07,990 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.862, mIoU: 0.441
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2023-07-25 05:05:08,281 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.861, mIoU: 0.430
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2023-07-25 05:05:12,170 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.861, mIoU: 0.427
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2023-07-25 05:05:12,200 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.862, mIoU: 0.427
2023-07-25 05:05:12,216 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.861, mIoU: 0.426
2023-07-25 05:05:12,232 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.862, mIoU: 0.426
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2023-07-25 05:05:12,262 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 05:05:12,279 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.862, mIoU: 0.425
2023-07-25 05:05:12,294 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 05:05:12,311 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 05:05:12,327 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.862, mIoU: 0.428
2023-07-25 05:05:12,344 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.862, mIoU: 0.427
2023-07-25 05:05:12,361 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.862, mIoU: 0.427
2023-07-25 05:05:12,377 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.863, mIoU: 0.427
2023-07-25 05:05:12,393 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.862, mIoU: 0.428
2023-07-25 05:05:12,408 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 05:05:12,424 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.862, mIoU: 0.427
2023-07-25 05:05:12,438 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.863, mIoU: 0.427
2023-07-25 05:05:12,452 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.863, mIoU: 0.426
2023-07-25 05:05:12,469 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.862, mIoU: 0.426
2023-07-25 05:05:12,486 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.861, mIoU: 0.423
2023-07-25 05:05:12,502 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.861, mIoU: 0.422
2023-07-25 05:05:12,518 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.861, mIoU: 0.421
2023-07-25 05:05:12,532 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.861, mIoU: 0.422
2023-07-25 05:05:12,547 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.861, mIoU: 0.422
2023-07-25 05:05:12,561 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.862, mIoU: 0.422
2023-07-25 05:05:12,572 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.862, mIoU: 0.422
2023-07-25 05:05:12,587 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.861, mIoU: 0.420
2023-07-25 05:05:12,602 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.862, mIoU: 0.420
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2023-07-25 05:05:12,635 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.862, mIoU: 0.420
2023-07-25 05:05:12,652 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.862, mIoU: 0.421
2023-07-25 05:05:12,669 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.862, mIoU: 0.420
2023-07-25 05:05:12,685 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.861, mIoU: 0.421
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2023-07-25 05:05:12,706 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.862, mIoU: 0.421
2023-07-25 05:05:12,720 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.862, mIoU: 0.422
2023-07-25 05:05:12,734 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.862, mIoU: 0.423
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2023-07-25 05:05:12,764 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.862, mIoU: 0.422
2023-07-25 05:05:12,780 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.861, mIoU: 0.423
2023-07-25 05:05:12,797 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.862, mIoU: 0.423
2023-07-25 05:05:12,814 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.862, mIoU: 0.424
2023-07-25 05:05:12,830 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.862, mIoU: 0.424
2023-07-25 05:05:12,846 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.862, mIoU: 0.424
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2023-07-25 05:05:12,876 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,892 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,906 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,923 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,935 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.863, mIoU: 0.429
2023-07-25 05:05:12,950 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,966 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.863, mIoU: 0.428
2023-07-25 05:05:12,981 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.863, mIoU: 0.429
2023-07-25 05:05:12,997 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.863, mIoU: 0.429
2023-07-25 05:05:13,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.863, mIoU: 0.431
2023-07-25 05:05:13,024 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.863, mIoU: 0.431
2023-07-25 05:05:13,038 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.864, mIoU: 0.432
2023-07-25 05:05:13,054 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.864, mIoU: 0.433
2023-07-25 05:05:13,070 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.864, mIoU: 0.432
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2023-07-25 05:05:13,098 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.864, mIoU: 0.432
2023-07-25 05:05:13,112 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.864, mIoU: 0.434
2023-07-25 05:05:13,128 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.864, mIoU: 0.434
2023-07-25 05:05:13,144 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.864, mIoU: 0.434
2023-07-25 05:05:13,159 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.864, mIoU: 0.435
2023-07-25 05:05:13,169 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.864, mIoU: 0.435
2023-07-25 05:05:13,185 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.865, mIoU: 0.435
2023-07-25 05:05:13,200 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.865, mIoU: 0.436
2023-07-25 05:05:13,214 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.865, mIoU: 0.436
2023-07-25 05:05:13,230 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.865, mIoU: 0.438
2023-07-25 05:05:13,247 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.866, mIoU: 0.439
2023-07-25 05:05:13,261 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,278 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,292 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,308 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.865, mIoU: 0.440
2023-07-25 05:05:13,325 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.866, mIoU: 0.440
2023-07-25 05:05:13,342 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,358 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,373 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.865, mIoU: 0.438
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2023-07-25 05:05:13,433 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.866, mIoU: 0.438
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2023-07-25 05:05:13,466 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.866, mIoU: 0.442
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2023-07-25 05:05:13,499 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.865, mIoU: 0.438
2023-07-25 05:05:13,513 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,529 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.865, mIoU: 0.438
2023-07-25 05:05:13,545 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.865, mIoU: 0.438
2023-07-25 05:05:13,561 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.865, mIoU: 0.438
2023-07-25 05:05:13,577 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.865, mIoU: 0.440
2023-07-25 05:05:13,593 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.865, mIoU: 0.440
2023-07-25 05:05:13,607 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.865, mIoU: 0.440
2023-07-25 05:05:13,623 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,639 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.865, mIoU: 0.439
2023-07-25 05:05:13,653 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.866, mIoU: 0.443
2023-07-25 05:05:13,669 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 05:05:13,682 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:13,699 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:13,713 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:13,726 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:13,739 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:13,755 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,771 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:13,787 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,803 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,812 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,828 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 05:05:13,844 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,861 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,878 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,894 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:13,908 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,923 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,939 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:13,955 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 05:05:13,971 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:13,984 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:13,998 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:14,015 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 05:05:14,030 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.867, mIoU: 0.448
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2023-07-25 05:05:14,060 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.866, mIoU: 0.447
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2023-07-25 05:05:14,092 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,109 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,123 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,139 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:14,155 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:14,168 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:14,184 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:14,200 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:14,215 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:14,231 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:14,245 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.867, mIoU: 0.450
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2023-07-25 05:05:14,277 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.867, mIoU: 0.450
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2023-07-25 05:05:14,306 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:14,322 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 05:05:14,339 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:14,352 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,367 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 05:05:14,381 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:14,397 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:14,413 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,429 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,442 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.866, mIoU: 0.447
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2023-07-25 05:05:14,469 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.866, mIoU: 0.446
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2023-07-25 05:05:14,533 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,549 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:14,562 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 05:05:14,578 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 05:05:14,594 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.867, mIoU: 0.448
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2023-07-25 05:05:14,624 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.867, mIoU: 0.449
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2023-07-25 05:05:14,896 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.866, mIoU: 0.442
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2023-07-25 05:05:14,992 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.866, mIoU: 0.442
2023-07-25 05:05:15,006 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.866, mIoU: 0.441
2023-07-25 05:05:15,022 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.865, mIoU: 0.440
2023-07-25 05:05:15,038 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.864, mIoU: 0.440
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2023-07-25 05:05:15,068 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.864, mIoU: 0.440
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2023-07-25 05:05:15,098 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,114 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,130 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.864, mIoU: 0.438
2023-07-25 05:05:15,146 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.864, mIoU: 0.438
2023-07-25 05:05:15,162 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,177 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,193 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 05:05:15,208 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 05:05:15,222 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.863, mIoU: 0.439
2023-07-25 05:05:15,237 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 05:05:15,253 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 05:05:15,271 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.864, mIoU: 0.441
2023-07-25 05:05:15,288 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 05:05:15,304 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 05:05:15,315 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-25 05:05:15,329 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 05:05:15,345 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-25 05:05:15,359 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,375 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:15,389 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-25 05:05:15,403 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:15,418 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:15,436 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:15,451 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.864, mIoU: 0.440
2023-07-25 05:05:15,468 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 05:05:15,482 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 05:05:15,497 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 05:05:15,511 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 05:05:15,526 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 05:05:15,542 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 05:05:15,558 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 05:05:15,574 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-25 05:05:15,590 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.864, mIoU: 0.443
2023-07-25 05:05:15,605 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.865, mIoU: 0.442
2023-07-25 05:05:15,619 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 05:05:15,635 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.865, mIoU: 0.443
2023-07-25 05:05:15,651 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 05:05:15,665 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-25 05:05:15,680 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 05:05:15,696 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 05:05:15,713 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 05:05:15,730 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 05:05:15,744 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 05:05:15,760 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-25 05:05:15,778 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 05:05:15,794 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,808 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 05:05:15,822 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,830 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,847 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,863 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:15,880 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:15,897 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:15,912 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:15,928 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,944 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,960 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,973 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:15,988 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:16,003 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:16,018 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 05:05:16,033 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:16,046 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-25 05:05:16,059 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:16,073 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-25 05:05:16,087 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-25 05:05:16,100 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:16,114 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:16,128 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-25 05:05:16,143 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 05:05:16,159 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-25 05:05:16,172 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 05:05:16,186 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-25 05:05:16,200 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:16,212 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:16,227 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:16,243 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-25 05:05:16,258 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-25 05:05:16,274 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:16,289 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:16,305 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:16,319 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:16,335 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:16,351 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:16,369 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:16,386 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,402 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-25 05:05:16,419 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 05:05:16,433 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:16,447 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:16,461 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:16,477 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:16,494 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,508 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,522 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 05:05:16,538 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-25 05:05:16,553 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,569 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,585 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,601 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,615 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 05:05:16,630 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,644 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,659 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,674 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,689 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,706 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 05:05:16,720 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,737 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 05:05:16,754 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,767 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:16,781 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:16,798 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:16,815 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:16,831 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:16,846 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:16,859 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:16,873 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:16,888 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:16,902 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:16,918 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:16,936 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,950 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:16,966 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:16,980 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:16,995 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,011 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,025 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,038 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,054 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,069 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,083 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,099 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,115 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,130 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,144 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,160 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,176 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,194 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,208 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,223 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,237 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,253 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,267 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,280 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,296 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,312 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,325 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,342 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,358 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,375 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,391 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,405 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,418 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,433 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:17,447 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,460 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:17,473 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:17,490 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,503 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,517 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,532 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,549 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,565 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,582 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,596 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,610 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:17,627 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:17,643 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:17,660 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,676 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,690 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,704 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,717 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:17,735 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:17,751 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,766 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,781 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,793 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,807 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,822 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,838 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,851 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:17,867 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:17,880 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,896 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,909 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,925 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:17,938 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,953 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,969 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:17,983 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,000 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:18,016 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,032 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,047 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,063 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,078 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,094 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:18,109 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:18,124 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:18,140 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,154 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,169 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,183 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,201 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:18,215 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,233 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,249 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,261 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,277 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,294 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,310 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,324 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,340 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,356 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,370 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,385 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,401 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,417 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:18,431 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,443 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:18,460 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,476 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,492 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:18,506 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:18,522 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:18,538 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,554 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,570 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,584 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,600 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,614 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,630 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-25 05:05:18,645 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,659 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,676 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,690 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,706 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,722 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,737 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,753 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,769 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,784 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,799 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-25 05:05:18,816 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:18,831 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:18,848 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:18,863 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:18,874 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:18,889 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:18,902 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,918 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,934 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,951 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,964 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:18,981 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:18,997 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,012 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,029 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,046 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,060 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,077 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,093 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:19,108 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,122 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,138 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,154 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,171 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,185 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,201 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,217 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,231 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,246 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,262 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:19,275 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:19,290 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 05:05:19,304 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:19,319 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 05:05:19,335 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,351 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,366 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,382 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,398 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-25 05:05:19,412 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,426 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,442 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,455 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,469 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,485 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,501 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,516 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,533 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,547 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,560 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,578 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 05:05:19,594 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,608 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,624 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,639 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-25 05:05:19,655 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,671 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 05:05:19,688 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,705 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,720 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,730 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,747 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,764 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,778 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,793 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,809 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,825 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,839 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:19,855 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,870 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,887 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:19,902 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,918 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,935 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,951 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,965 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,981 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:19,997 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:20,013 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 05:05:20,027 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:20,043 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-25 05:05:20,059 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,075 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,082 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,096 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,110 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,123 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,136 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,152 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,168 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,184 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 05:05:20,196 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,210 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,226 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,237 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,253 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,267 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,282 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,298 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,313 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,329 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,341 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,354 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,370 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,386 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:20,402 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:20,418 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,433 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,444 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,456 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,470 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,483 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,499 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,513 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,529 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,545 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 05:05:20,562 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:20,576 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 05:05:20,593 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,609 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:20,624 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,641 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,656 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,671 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,687 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:20,703 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,717 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:20,730 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:20,746 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,759 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,775 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,789 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,805 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,821 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:20,840 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,857 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,871 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,888 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,904 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,920 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:20,936 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.871, mIoU: 0.457
2023-07-25 05:05:20,950 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.871, mIoU: 0.458
2023-07-25 05:05:20,963 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.871, mIoU: 0.458
2023-07-25 05:05:20,979 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.871, mIoU: 0.458
2023-07-25 05:05:20,996 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.871, mIoU: 0.459
2023-07-25 05:05:21,012 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.871, mIoU: 0.460
2023-07-25 05:05:21,028 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.871, mIoU: 0.458
2023-07-25 05:05:21,044 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.871, mIoU: 0.459
2023-07-25 05:05:21,061 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.871, mIoU: 0.459
2023-07-25 05:05:21,076 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,092 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,106 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,122 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,133 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,147 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,162 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,175 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:21,190 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:21,206 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.870, mIoU: 0.455
2023-07-25 05:05:21,222 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,238 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,254 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,270 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,285 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,298 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,315 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,328 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,344 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,359 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-25 05:05:21,373 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,388 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,402 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,418 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,435 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 05:05:21,451 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:21,467 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:21,484 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-25 05:05:21,498 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:21,511 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:21,527 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.870, mIoU: 0.456
2023-07-25 05:05:21,542 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,556 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 05:05:21,573 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,589 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,605 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,619 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,633 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,649 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,666 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,682 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,696 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.870, mIoU: 0.459
2023-07-25 05:05:21,710 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.870, mIoU: 0.459
2023-07-25 05:05:21,725 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,741 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,757 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.869, mIoU: 0.457
2023-07-25 05:05:21,772 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.869, mIoU: 0.457
2023-07-25 05:05:21,788 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,803 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,818 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 05:05:21,834 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.870, mIoU: 0.459
2023-07-25 05:05:21,851 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,867 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.869, mIoU: 0.457
2023-07-25 05:05:21,883 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.869, mIoU: 0.457
2023-07-25 05:05:21,899 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,914 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,930 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,946 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,963 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,976 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.869, mIoU: 0.458
2023-07-25 05:05:21,991 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,007 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,024 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,037 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,053 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,068 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,084 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,100 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,115 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,131 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,145 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,161 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,177 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,191 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,207 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.868, mIoU: 0.458
2023-07-25 05:05:22,220 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,229 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 05:05:22,245 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.868, mIoU: 0.456
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2023-07-25 05:05:22,291 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 05:05:22,307 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 05:05:22,321 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,367 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,401 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,537 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,569 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:22,585 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:22,600 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.867, mIoU: 0.453
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2023-07-25 05:05:22,630 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-25 05:05:22,645 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:22,659 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 05:05:22,675 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-25 05:05:22,691 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,737 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.867, mIoU: 0.455
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2023-07-25 05:05:22,768 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-25 05:05:22,783 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-25 05:05:22,799 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,828 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 05:05:22,842 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.867, mIoU: 0.454
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2023-07-25 05:05:22,971 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 05:05:22,987 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.867, mIoU: 0.455
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2023-07-25 05:05:23,123 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.868, mIoU: 0.455
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2023-07-25 05:05:24,014 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:24,030 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:24,046 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:24,060 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:24,074 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:24,089 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,104 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,119 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,133 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,149 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,163 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,177 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,192 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,207 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,223 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,238 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,255 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,268 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,285 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,300 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,316 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,332 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,346 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,359 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,376 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,392 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,409 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,423 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,436 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,452 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,469 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,482 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,496 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,511 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,527 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,542 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,557 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,573 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,589 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,602 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,617 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,632 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,645 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,660 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,675 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,690 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,706 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,721 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.866, mIoU: 0.455
2023-07-25 05:05:24,737 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,752 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,768 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,784 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:24,800 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:24,816 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,832 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,848 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,864 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,878 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,892 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,908 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,924 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,937 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,953 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,969 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:24,985 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,000 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,015 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,031 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,046 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,059 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,073 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,086 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,099 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,113 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,130 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,146 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,160 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,174 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,190 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,202 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,217 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,234 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,251 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,267 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,283 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,297 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,313 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,328 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 05:05:25,341 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,357 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,373 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,389 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,402 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,417 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,433 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-25 05:05:25,447 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,463 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,475 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,490 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,505 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.865, mIoU: 0.456
2023-07-25 05:05:25,521 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.866, mIoU: 0.456
2023-07-25 05:05:25,537 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,551 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,566 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,582 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,598 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,614 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,630 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,646 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,662 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,672 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-25 05:05:25,687 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,701 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,715 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,733 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,748 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,763 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,776 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,790 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,804 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 05:05:25,820 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,834 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,850 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,866 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,880 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,895 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,911 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,926 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,942 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,958 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:25,972 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:25,988 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,001 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,018 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,034 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,049 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:26,065 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:26,079 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:26,093 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-25 05:05:26,108 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,124 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,139 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,153 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,167 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,182 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,198 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,214 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,227 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,243 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,260 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,276 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,292 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,308 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,316 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,331 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 05:05:26,345 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,359 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,376 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 05:05:26,392 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,407 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,424 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,441 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.867, mIoU: 0.460
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2023-07-25 05:05:26,473 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,487 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:26,503 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.867, mIoU: 0.459
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2023-07-25 05:05:26,537 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.867, mIoU: 0.459
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2023-07-25 05:05:26,569 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,587 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,601 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,616 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,632 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.867, mIoU: 0.460
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2023-07-25 05:05:26,662 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.867, mIoU: 0.460
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2023-07-25 05:05:26,738 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.867, mIoU: 0.458
2023-07-25 05:05:26,754 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,770 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,785 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,799 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.867, mIoU: 0.458
2023-07-25 05:05:26,815 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,829 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,844 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,861 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,876 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,892 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,905 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,921 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,937 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,953 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,968 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:26,984 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,000 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,016 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,029 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,045 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,059 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,074 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,090 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,106 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,122 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:27,137 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,152 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,162 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,178 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,192 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,208 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.867, mIoU: 0.458
2023-07-25 05:05:27,224 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,239 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,255 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,268 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,278 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 05:05:27,295 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,311 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,326 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,340 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,356 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,371 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,385 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,401 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,416 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,431 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,446 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,460 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 05:05:27,475 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,491 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,506 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,520 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,535 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,551 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,566 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 05:05:27,583 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 05:05:27,596 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 05:05:27,611 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.868, mIoU: 0.461
2023-07-25 05:05:27,626 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:27,643 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-25 05:05:45,153 semantic_segmentation INFO: Iters: 36810/150000 || Lr: 0.015523 || Task Loss: 0.6818 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:27 || Estimated Time: 2 days, 8:17:42
2023-07-25 05:06:03,378 semantic_segmentation INFO: Iters: 36820/150000 || Lr: 0.015522 || Task Loss: 0.7679 || KD Loss: 0.2763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:45 || Estimated Time: 2 days, 8:17:25
2023-07-25 05:06:21,711 semantic_segmentation INFO: Iters: 36830/150000 || Lr: 0.015521 || Task Loss: 0.8389 || KD Loss: 0.3265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:03 || Estimated Time: 2 days, 8:17:08
2023-07-25 05:06:39,854 semantic_segmentation INFO: Iters: 36840/150000 || Lr: 0.015519 || Task Loss: 0.6028 || KD Loss: 0.1853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:22 || Estimated Time: 2 days, 8:16:51
2023-07-25 05:06:57,935 semantic_segmentation INFO: Iters: 36850/150000 || Lr: 0.015518 || Task Loss: 0.6040 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:40 || Estimated Time: 2 days, 8:16:34
2023-07-25 05:07:16,457 semantic_segmentation INFO: Iters: 36860/150000 || Lr: 0.015517 || Task Loss: 0.8744 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:58 || Estimated Time: 2 days, 8:16:18
2023-07-25 05:07:35,788 semantic_segmentation INFO: Iters: 36870/150000 || Lr: 0.015516 || Task Loss: 0.6500 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:18 || Estimated Time: 2 days, 8:16:04
2023-07-25 05:07:53,835 semantic_segmentation INFO: Iters: 36880/150000 || Lr: 0.015514 || Task Loss: 1.2101 || KD Loss: 0.5517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:36 || Estimated Time: 2 days, 8:15:47
2023-07-25 05:08:12,439 semantic_segmentation INFO: Iters: 36890/150000 || Lr: 0.015513 || Task Loss: 0.6294 || KD Loss: 0.2577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:54 || Estimated Time: 2 days, 8:15:31
2023-07-25 05:08:30,932 semantic_segmentation INFO: Iters: 36900/150000 || Lr: 0.015512 || Task Loss: 0.6971 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:13 || Estimated Time: 2 days, 8:15:15
2023-07-25 05:08:49,310 semantic_segmentation INFO: Iters: 36910/150000 || Lr: 0.015511 || Task Loss: 0.6431 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:31 || Estimated Time: 2 days, 8:14:58
2023-07-25 05:09:07,863 semantic_segmentation INFO: Iters: 36920/150000 || Lr: 0.015510 || Task Loss: 0.6415 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:50 || Estimated Time: 2 days, 8:14:42
2023-07-25 05:09:26,091 semantic_segmentation INFO: Iters: 36930/150000 || Lr: 0.015508 || Task Loss: 1.0763 || KD Loss: 0.4804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:08 || Estimated Time: 2 days, 8:14:25
2023-07-25 05:09:44,524 semantic_segmentation INFO: Iters: 36940/150000 || Lr: 0.015507 || Task Loss: 0.5368 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:26 || Estimated Time: 2 days, 8:14:09
2023-07-25 05:10:02,893 semantic_segmentation INFO: Iters: 36950/150000 || Lr: 0.015506 || Task Loss: 0.8096 || KD Loss: 0.3322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:45 || Estimated Time: 2 days, 8:13:53
2023-07-25 05:10:21,227 semantic_segmentation INFO: Iters: 36960/150000 || Lr: 0.015505 || Task Loss: 0.6987 || KD Loss: 0.2362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:03 || Estimated Time: 2 days, 8:13:36
2023-07-25 05:10:39,681 semantic_segmentation INFO: Iters: 36970/150000 || Lr: 0.015503 || Task Loss: 0.7961 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:21 || Estimated Time: 2 days, 8:13:20
2023-07-25 05:10:58,115 semantic_segmentation INFO: Iters: 36980/150000 || Lr: 0.015502 || Task Loss: 0.9098 || KD Loss: 0.3102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:40 || Estimated Time: 2 days, 8:13:04
2023-07-25 05:11:16,544 semantic_segmentation INFO: Iters: 36990/150000 || Lr: 0.015501 || Task Loss: 0.7999 || KD Loss: 0.2537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:58 || Estimated Time: 2 days, 8:12:47
2023-07-25 05:11:34,976 semantic_segmentation INFO: Iters: 37000/150000 || Lr: 0.015500 || Task Loss: 1.0353 || KD Loss: 0.3926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:24:17 || Estimated Time: 2 days, 8:12:31
2023-07-25 05:11:53,405 semantic_segmentation INFO: Iters: 37010/150000 || Lr: 0.015498 || Task Loss: 1.0278 || KD Loss: 0.3617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:24:35 || Estimated Time: 2 days, 8:12:15
2023-07-25 05:12:11,839 semantic_segmentation INFO: Iters: 37020/150000 || Lr: 0.015497 || Task Loss: 1.0277 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:24:54 || Estimated Time: 2 days, 8:11:58
2023-07-25 05:12:30,254 semantic_segmentation INFO: Iters: 37030/150000 || Lr: 0.015496 || Task Loss: 0.5611 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:12 || Estimated Time: 2 days, 8:11:42
2023-07-25 05:12:48,043 semantic_segmentation INFO: Iters: 37040/150000 || Lr: 0.015495 || Task Loss: 0.7069 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:30 || Estimated Time: 2 days, 8:11:24
2023-07-25 05:13:06,905 semantic_segmentation INFO: Iters: 37050/150000 || Lr: 0.015493 || Task Loss: 0.6521 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:49 || Estimated Time: 2 days, 8:11:09
2023-07-25 05:13:25,292 semantic_segmentation INFO: Iters: 37060/150000 || Lr: 0.015492 || Task Loss: 0.9539 || KD Loss: 0.3222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:07 || Estimated Time: 2 days, 8:10:52
2023-07-25 05:13:43,767 semantic_segmentation INFO: Iters: 37070/150000 || Lr: 0.015491 || Task Loss: 0.6705 || KD Loss: 0.2310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:26 || Estimated Time: 2 days, 8:10:36
2023-07-25 05:14:02,153 semantic_segmentation INFO: Iters: 37080/150000 || Lr: 0.015490 || Task Loss: 1.0518 || KD Loss: 0.2672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:44 || Estimated Time: 2 days, 8:10:20
2023-07-25 05:14:20,596 semantic_segmentation INFO: Iters: 37090/150000 || Lr: 0.015489 || Task Loss: 0.7582 || KD Loss: 0.2318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:02 || Estimated Time: 2 days, 8:10:03
2023-07-25 05:14:39,031 semantic_segmentation INFO: Iters: 37100/150000 || Lr: 0.015487 || Task Loss: 0.8924 || KD Loss: 0.2772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:21 || Estimated Time: 2 days, 8:09:47
2023-07-25 05:14:57,468 semantic_segmentation INFO: Iters: 37110/150000 || Lr: 0.015486 || Task Loss: 0.6593 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:39 || Estimated Time: 2 days, 8:09:31
2023-07-25 05:15:15,856 semantic_segmentation INFO: Iters: 37120/150000 || Lr: 0.015485 || Task Loss: 0.5868 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:58 || Estimated Time: 2 days, 8:09:14
2023-07-25 05:15:33,825 semantic_segmentation INFO: Iters: 37130/150000 || Lr: 0.015484 || Task Loss: 0.9277 || KD Loss: 0.3453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:16 || Estimated Time: 2 days, 8:08:57
2023-07-25 05:15:52,283 semantic_segmentation INFO: Iters: 37140/150000 || Lr: 0.015482 || Task Loss: 1.0273 || KD Loss: 0.4193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:34 || Estimated Time: 2 days, 8:08:40
2023-07-25 05:16:10,944 semantic_segmentation INFO: Iters: 37150/150000 || Lr: 0.015481 || Task Loss: 0.6311 || KD Loss: 0.2544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:53 || Estimated Time: 2 days, 8:08:25
2023-07-25 05:16:29,114 semantic_segmentation INFO: Iters: 37160/150000 || Lr: 0.015480 || Task Loss: 0.4913 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:11 || Estimated Time: 2 days, 8:08:08
2023-07-25 05:16:47,201 semantic_segmentation INFO: Iters: 37170/150000 || Lr: 0.015479 || Task Loss: 0.4960 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:29 || Estimated Time: 2 days, 8:07:50
2023-07-25 05:17:05,854 semantic_segmentation INFO: Iters: 37180/150000 || Lr: 0.015477 || Task Loss: 1.1216 || KD Loss: 0.5062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:48 || Estimated Time: 2 days, 8:07:35
2023-07-25 05:17:24,256 semantic_segmentation INFO: Iters: 37190/150000 || Lr: 0.015476 || Task Loss: 1.0143 || KD Loss: 0.3369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:06 || Estimated Time: 2 days, 8:07:18
2023-07-25 05:17:42,814 semantic_segmentation INFO: Iters: 37200/150000 || Lr: 0.015475 || Task Loss: 0.7062 || KD Loss: 0.2201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:25 || Estimated Time: 2 days, 8:07:02
2023-07-25 05:18:01,271 semantic_segmentation INFO: Iters: 37210/150000 || Lr: 0.015474 || Task Loss: 0.7273 || KD Loss: 0.2532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:43 || Estimated Time: 2 days, 8:06:46
2023-07-25 05:18:19,516 semantic_segmentation INFO: Iters: 37220/150000 || Lr: 0.015472 || Task Loss: 0.9524 || KD Loss: 0.3336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:01 || Estimated Time: 2 days, 8:06:29
2023-07-25 05:18:38,161 semantic_segmentation INFO: Iters: 37230/150000 || Lr: 0.015471 || Task Loss: 0.7695 || KD Loss: 0.2435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:20 || Estimated Time: 2 days, 8:06:13
2023-07-25 05:18:56,337 semantic_segmentation INFO: Iters: 37240/150000 || Lr: 0.015470 || Task Loss: 0.4961 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:38 || Estimated Time: 2 days, 8:05:56
2023-07-25 05:19:14,860 semantic_segmentation INFO: Iters: 37250/150000 || Lr: 0.015469 || Task Loss: 0.7605 || KD Loss: 0.3147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:57 || Estimated Time: 2 days, 8:05:40
2023-07-25 05:19:33,339 semantic_segmentation INFO: Iters: 37260/150000 || Lr: 0.015468 || Task Loss: 0.5571 || KD Loss: 0.1879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:15 || Estimated Time: 2 days, 8:05:24
2023-07-25 05:19:51,477 semantic_segmentation INFO: Iters: 37270/150000 || Lr: 0.015466 || Task Loss: 0.8169 || KD Loss: 0.2811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:33 || Estimated Time: 2 days, 8:05:07
2023-07-25 05:20:10,224 semantic_segmentation INFO: Iters: 37280/150000 || Lr: 0.015465 || Task Loss: 0.8091 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:52 || Estimated Time: 2 days, 8:04:52
2023-07-25 05:20:28,465 semantic_segmentation INFO: Iters: 37290/150000 || Lr: 0.015464 || Task Loss: 0.9898 || KD Loss: 0.4226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:10 || Estimated Time: 2 days, 8:04:35
2023-07-25 05:20:46,771 semantic_segmentation INFO: Iters: 37300/150000 || Lr: 0.015463 || Task Loss: 0.8880 || KD Loss: 0.3026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:29 || Estimated Time: 2 days, 8:04:18
2023-07-25 05:21:05,411 semantic_segmentation INFO: Iters: 37310/150000 || Lr: 0.015461 || Task Loss: 0.6203 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:47 || Estimated Time: 2 days, 8:04:02
2023-07-25 05:21:24,498 semantic_segmentation INFO: Iters: 37320/150000 || Lr: 0.015460 || Task Loss: 0.7855 || KD Loss: 0.2612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:06 || Estimated Time: 2 days, 8:03:48
2023-07-25 05:21:42,914 semantic_segmentation INFO: Iters: 37330/150000 || Lr: 0.015459 || Task Loss: 0.5887 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:25 || Estimated Time: 2 days, 8:03:31
2023-07-25 05:22:01,257 semantic_segmentation INFO: Iters: 37340/150000 || Lr: 0.015458 || Task Loss: 0.6649 || KD Loss: 0.2480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:43 || Estimated Time: 2 days, 8:03:15
2023-07-25 05:22:19,728 semantic_segmentation INFO: Iters: 37350/150000 || Lr: 0.015456 || Task Loss: 0.8169 || KD Loss: 0.2749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:02 || Estimated Time: 2 days, 8:02:58
2023-07-25 05:22:38,160 semantic_segmentation INFO: Iters: 37360/150000 || Lr: 0.015455 || Task Loss: 0.8513 || KD Loss: 0.2933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:20 || Estimated Time: 2 days, 8:02:42
2023-07-25 05:22:56,589 semantic_segmentation INFO: Iters: 37370/150000 || Lr: 0.015454 || Task Loss: 0.9044 || KD Loss: 0.3307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:38 || Estimated Time: 2 days, 8:02:26
2023-07-25 05:23:15,016 semantic_segmentation INFO: Iters: 37380/150000 || Lr: 0.015453 || Task Loss: 0.5755 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:57 || Estimated Time: 2 days, 8:02:09
2023-07-25 05:23:33,059 semantic_segmentation INFO: Iters: 37390/150000 || Lr: 0.015451 || Task Loss: 0.5712 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:15 || Estimated Time: 2 days, 8:01:52
2023-07-25 05:23:51,619 semantic_segmentation INFO: Iters: 37400/150000 || Lr: 0.015450 || Task Loss: 0.6658 || KD Loss: 0.2272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:33 || Estimated Time: 2 days, 8:01:36
2023-07-25 05:24:10,061 semantic_segmentation INFO: Iters: 37410/150000 || Lr: 0.015449 || Task Loss: 0.9406 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:52 || Estimated Time: 2 days, 8:01:20
2023-07-25 05:24:28,484 semantic_segmentation INFO: Iters: 37420/150000 || Lr: 0.015448 || Task Loss: 0.9445 || KD Loss: 0.3151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:10 || Estimated Time: 2 days, 8:01:03
2023-07-25 05:24:46,532 semantic_segmentation INFO: Iters: 37430/150000 || Lr: 0.015447 || Task Loss: 0.6335 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:28 || Estimated Time: 2 days, 8:00:46
2023-07-25 05:25:04,741 semantic_segmentation INFO: Iters: 37440/150000 || Lr: 0.015445 || Task Loss: 1.0982 || KD Loss: 0.3993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:47 || Estimated Time: 2 days, 8:00:29
2023-07-25 05:25:22,996 semantic_segmentation INFO: Iters: 37450/150000 || Lr: 0.015444 || Task Loss: 0.8324 || KD Loss: 0.3012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:05 || Estimated Time: 2 days, 8:00:12
2023-07-25 05:25:41,414 semantic_segmentation INFO: Iters: 37460/150000 || Lr: 0.015443 || Task Loss: 0.4114 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:23 || Estimated Time: 2 days, 7:59:55
2023-07-25 05:25:59,854 semantic_segmentation INFO: Iters: 37470/150000 || Lr: 0.015442 || Task Loss: 0.9942 || KD Loss: 0.3825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:42 || Estimated Time: 2 days, 7:59:39
2023-07-25 05:26:18,289 semantic_segmentation INFO: Iters: 37480/150000 || Lr: 0.015440 || Task Loss: 0.7898 || KD Loss: 0.2861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:00 || Estimated Time: 2 days, 7:59:23
2023-07-25 05:26:36,728 semantic_segmentation INFO: Iters: 37490/150000 || Lr: 0.015439 || Task Loss: 0.5972 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:19 || Estimated Time: 2 days, 7:59:06
2023-07-25 05:26:55,159 semantic_segmentation INFO: Iters: 37500/150000 || Lr: 0.015438 || Task Loss: 0.8486 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:37 || Estimated Time: 2 days, 7:58:50
2023-07-25 05:27:13,792 semantic_segmentation INFO: Iters: 37510/150000 || Lr: 0.015437 || Task Loss: 0.6709 || KD Loss: 0.1715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:56 || Estimated Time: 2 days, 7:58:34
2023-07-25 05:27:32,001 semantic_segmentation INFO: Iters: 37520/150000 || Lr: 0.015435 || Task Loss: 0.6686 || KD Loss: 0.2321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:14 || Estimated Time: 2 days, 7:58:17
2023-07-25 05:27:50,093 semantic_segmentation INFO: Iters: 37530/150000 || Lr: 0.015434 || Task Loss: 0.7918 || KD Loss: 0.2743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:32 || Estimated Time: 2 days, 7:58:00
2023-07-25 05:28:08,837 semantic_segmentation INFO: Iters: 37540/150000 || Lr: 0.015433 || Task Loss: 0.5541 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:51 || Estimated Time: 2 days, 7:57:45
2023-07-25 05:28:27,308 semantic_segmentation INFO: Iters: 37550/150000 || Lr: 0.015432 || Task Loss: 0.6986 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:09 || Estimated Time: 2 days, 7:57:28
2023-07-25 05:28:45,750 semantic_segmentation INFO: Iters: 37560/150000 || Lr: 0.015431 || Task Loss: 0.5354 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:28 || Estimated Time: 2 days, 7:57:12
2023-07-25 05:29:04,186 semantic_segmentation INFO: Iters: 37570/150000 || Lr: 0.015429 || Task Loss: 0.7529 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:46 || Estimated Time: 2 days, 7:56:55
2023-07-25 05:29:22,443 semantic_segmentation INFO: Iters: 37580/150000 || Lr: 0.015428 || Task Loss: 0.5469 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:04 || Estimated Time: 2 days, 7:56:39
2023-07-25 05:29:40,556 semantic_segmentation INFO: Iters: 37590/150000 || Lr: 0.015427 || Task Loss: 0.8804 || KD Loss: 0.3751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:22 || Estimated Time: 2 days, 7:56:21
2023-07-25 05:29:59,155 semantic_segmentation INFO: Iters: 37600/150000 || Lr: 0.015426 || Task Loss: 1.0917 || KD Loss: 0.3901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:41 || Estimated Time: 2 days, 7:56:05
2023-07-25 05:29:59,285 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:29:59,675 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.087
2023-07-25 05:29:59,701 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.124
2023-07-25 05:29:59,713 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.125
2023-07-25 05:29:59,728 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.930, mIoU: 0.120
2023-07-25 05:29:59,742 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.870, mIoU: 0.149
2023-07-25 05:29:59,756 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.887, mIoU: 0.193
2023-07-25 05:29:59,771 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.893, mIoU: 0.229
2023-07-25 05:29:59,786 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.903, mIoU: 0.253
2023-07-25 05:29:59,799 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.898, mIoU: 0.256
2023-07-25 05:29:59,815 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.896, mIoU: 0.265
2023-07-25 05:29:59,830 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.885, mIoU: 0.265
2023-07-25 05:29:59,846 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.889, mIoU: 0.266
2023-07-25 05:29:59,859 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.854, mIoU: 0.256
2023-07-25 05:29:59,874 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.855, mIoU: 0.257
2023-07-25 05:29:59,890 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.861, mIoU: 0.256
2023-07-25 05:29:59,904 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.864, mIoU: 0.256
2023-07-25 05:29:59,915 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.858, mIoU: 0.251
2023-07-25 05:29:59,929 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.860, mIoU: 0.251
2023-07-25 05:29:59,945 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.864, mIoU: 0.254
2023-07-25 05:29:59,962 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.868, mIoU: 0.298
2023-07-25 05:29:59,978 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.874, mIoU: 0.302
2023-07-25 05:29:59,994 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.875, mIoU: 0.305
2023-07-25 05:30:00,009 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.330
2023-07-25 05:30:00,026 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.872, mIoU: 0.345
2023-07-25 05:30:00,043 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.874, mIoU: 0.355
2023-07-25 05:30:00,058 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.873, mIoU: 0.361
2023-07-25 05:30:00,074 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.874, mIoU: 0.361
2023-07-25 05:30:00,087 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.877, mIoU: 0.358
2023-07-25 05:30:00,104 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.872, mIoU: 0.348
2023-07-25 05:30:00,121 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.877, mIoU: 0.348
2023-07-25 05:30:00,137 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.880, mIoU: 0.349
2023-07-25 05:30:00,154 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.882, mIoU: 0.351
2023-07-25 05:30:00,171 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.883, mIoU: 0.354
2023-07-25 05:30:00,188 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.884, mIoU: 0.353
2023-07-25 05:30:00,205 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.887, mIoU: 0.387
2023-07-25 05:30:00,221 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.889, mIoU: 0.388
2023-07-25 05:30:00,236 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.891, mIoU: 0.387
2023-07-25 05:30:00,250 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.408
2023-07-25 05:30:00,269 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.888, mIoU: 0.399
2023-07-25 05:30:00,282 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.400
2023-07-25 05:30:00,296 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.882, mIoU: 0.412
2023-07-25 05:30:00,312 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.885, mIoU: 0.412
2023-07-25 05:30:00,327 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.883, mIoU: 0.413
2023-07-25 05:30:00,342 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.884, mIoU: 0.413
2023-07-25 05:30:00,358 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.884, mIoU: 0.415
2023-07-25 05:30:00,374 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.885, mIoU: 0.421
2023-07-25 05:30:00,388 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.887, mIoU: 0.430
2023-07-25 05:30:00,401 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-25 05:30:00,416 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.887, mIoU: 0.424
2023-07-25 05:30:00,433 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.886, mIoU: 0.420
2023-07-25 05:30:00,450 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.886, mIoU: 0.416
2023-07-25 05:30:00,465 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.888, mIoU: 0.416
2023-07-25 05:30:00,479 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.889, mIoU: 0.414
2023-07-25 05:30:00,496 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.888, mIoU: 0.413
2023-07-25 05:30:00,512 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.887, mIoU: 0.412
2023-07-25 05:30:00,527 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.886, mIoU: 0.406
2023-07-25 05:30:00,544 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.405
2023-07-25 05:30:00,563 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.403
2023-07-25 05:30:00,577 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.889, mIoU: 0.406
2023-07-25 05:30:00,594 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.879, mIoU: 0.412
2023-07-25 05:30:00,609 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.879, mIoU: 0.420
2023-07-25 05:30:00,626 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.879, mIoU: 0.417
2023-07-25 05:30:00,640 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.880, mIoU: 0.416
2023-07-25 05:30:00,659 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.881, mIoU: 0.424
2023-07-25 05:30:00,674 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.882, mIoU: 0.433
2023-07-25 05:30:00,691 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.883, mIoU: 0.433
2023-07-25 05:30:00,707 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-25 05:30:00,721 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.882, mIoU: 0.443
2023-07-25 05:30:00,738 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.883, mIoU: 0.445
2023-07-25 05:30:00,754 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.880, mIoU: 0.443
2023-07-25 05:30:00,771 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.880, mIoU: 0.465
2023-07-25 05:30:00,786 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.881, mIoU: 0.465
2023-07-25 05:30:00,802 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.881, mIoU: 0.458
2023-07-25 05:30:00,818 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.882, mIoU: 0.458
2023-07-25 05:30:00,834 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.883, mIoU: 0.471
2023-07-25 05:30:00,850 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.883, mIoU: 0.466
2023-07-25 05:30:00,866 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.881, mIoU: 0.463
2023-07-25 05:30:00,876 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-25 05:30:00,892 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.879, mIoU: 0.465
2023-07-25 05:30:00,910 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.880, mIoU: 0.467
2023-07-25 05:30:00,924 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.881, mIoU: 0.472
2023-07-25 05:30:00,940 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.881, mIoU: 0.473
2023-07-25 05:30:00,956 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.880, mIoU: 0.470
2023-07-25 05:30:00,972 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.877, mIoU: 0.459
2023-07-25 05:30:00,989 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.875, mIoU: 0.453
2023-07-25 05:30:01,005 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.875, mIoU: 0.456
2023-07-25 05:30:01,021 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.876, mIoU: 0.454
2023-07-25 05:30:01,037 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.875, mIoU: 0.450
2023-07-25 05:30:01,053 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.874, mIoU: 0.460
2023-07-25 05:30:01,067 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.461
2023-07-25 05:30:01,083 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.461
2023-07-25 05:30:01,099 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.876, mIoU: 0.462
2023-07-25 05:30:01,116 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.873, mIoU: 0.454
2023-07-25 05:30:01,132 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.874, mIoU: 0.468
2023-07-25 05:30:01,149 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-25 05:30:01,165 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.873, mIoU: 0.466
2023-07-25 05:30:01,180 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.873, mIoU: 0.467
2023-07-25 05:30:01,195 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.875, mIoU: 0.471
2023-07-25 05:30:01,212 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.876, mIoU: 0.471
2023-07-25 05:30:01,226 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.876, mIoU: 0.471
2023-07-25 05:30:01,243 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.876, mIoU: 0.471
2023-07-25 05:30:01,258 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-25 05:30:01,273 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-25 05:30:01,289 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-25 05:30:01,306 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.877, mIoU: 0.467
2023-07-25 05:30:01,319 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.878, mIoU: 0.472
2023-07-25 05:30:01,335 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.878, mIoU: 0.473
2023-07-25 05:30:01,351 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.878, mIoU: 0.474
2023-07-25 05:30:01,366 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.877, mIoU: 0.464
2023-07-25 05:30:01,380 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.877, mIoU: 0.463
2023-07-25 05:30:01,394 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.878, mIoU: 0.467
2023-07-25 05:30:01,408 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.879, mIoU: 0.469
2023-07-25 05:30:01,424 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.879, mIoU: 0.467
2023-07-25 05:30:01,439 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.880, mIoU: 0.469
2023-07-25 05:30:01,455 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.881, mIoU: 0.471
2023-07-25 05:30:01,469 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.881, mIoU: 0.472
2023-07-25 05:30:01,483 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.876, mIoU: 0.459
2023-07-25 05:30:01,499 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.876, mIoU: 0.458
2023-07-25 05:30:01,513 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.876, mIoU: 0.456
2023-07-25 05:30:01,529 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.875, mIoU: 0.453
2023-07-25 05:30:01,546 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.876, mIoU: 0.453
2023-07-25 05:30:01,561 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.876, mIoU: 0.453
2023-07-25 05:30:01,575 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.877, mIoU: 0.451
2023-07-25 05:30:01,592 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.877, mIoU: 0.451
2023-07-25 05:30:01,608 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.878, mIoU: 0.451
2023-07-25 05:30:01,618 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.877, mIoU: 0.452
2023-07-25 05:30:01,630 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.878, mIoU: 0.451
2023-07-25 05:30:01,647 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.873, mIoU: 0.443
2023-07-25 05:30:01,657 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.872, mIoU: 0.442
2023-07-25 05:30:01,671 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.872, mIoU: 0.446
2023-07-25 05:30:01,687 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.873, mIoU: 0.445
2023-07-25 05:30:01,704 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.874, mIoU: 0.448
2023-07-25 05:30:01,718 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.874, mIoU: 0.449
2023-07-25 05:30:01,734 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.873, mIoU: 0.445
2023-07-25 05:30:01,748 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.873, mIoU: 0.451
2023-07-25 05:30:01,761 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.874, mIoU: 0.452
2023-07-25 05:30:01,777 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.872, mIoU: 0.451
2023-07-25 05:30:01,791 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.873, mIoU: 0.451
2023-07-25 05:30:01,807 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.873, mIoU: 0.451
2023-07-25 05:30:01,821 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.874, mIoU: 0.451
2023-07-25 05:30:01,837 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.874, mIoU: 0.454
2023-07-25 05:30:01,853 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.875, mIoU: 0.453
2023-07-25 05:30:01,868 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.875, mIoU: 0.457
2023-07-25 05:30:01,885 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.875, mIoU: 0.459
2023-07-25 05:30:01,900 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.876, mIoU: 0.460
2023-07-25 05:30:01,916 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.876, mIoU: 0.462
2023-07-25 05:30:01,932 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.876, mIoU: 0.461
2023-07-25 05:30:01,947 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.874, mIoU: 0.462
2023-07-25 05:30:01,958 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 05:30:01,975 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-25 05:30:01,991 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 05:30:02,005 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:02,021 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 05:30:02,035 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 05:30:02,050 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 05:30:02,066 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 05:30:02,083 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 05:30:02,100 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 05:30:02,116 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 05:30:02,132 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 05:30:02,148 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 05:30:02,164 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 05:30:02,178 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 05:30:02,194 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 05:30:02,208 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 05:30:02,222 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-25 05:30:02,235 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 05:30:02,250 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-25 05:30:02,266 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 05:30:02,281 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:30:02,297 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 05:30:02,312 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 05:30:02,328 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:30:02,344 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-25 05:30:02,360 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.874, mIoU: 0.478
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2023-07-25 05:30:05,448 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.870, mIoU: 0.479
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2023-07-25 05:30:05,496 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 05:30:05,513 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 05:30:05,529 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-25 05:30:05,545 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:05,561 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:05,577 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:05,593 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:05,607 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:30:05,622 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:30:05,638 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:05,654 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:05,670 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:05,686 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:05,701 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:05,717 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:30:05,729 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:05,745 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:05,759 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:05,775 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:30:05,791 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 05:30:05,807 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:05,821 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:05,834 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:05,852 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:05,867 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:05,883 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 05:30:05,899 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:05,915 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:05,932 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 05:30:05,946 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:30:05,962 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:30:05,979 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:30:05,995 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 05:30:06,009 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,024 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,039 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,053 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:30:06,065 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,081 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,098 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,114 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,129 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:30:06,143 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,159 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,175 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,190 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:30:06,204 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:30:06,221 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 05:30:06,235 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:30:06,253 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,268 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:06,284 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,301 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,315 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,332 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.872, mIoU: 0.477
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2023-07-25 05:30:06,379 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,396 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:30:06,411 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:30:06,428 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:30:06,444 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,460 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 05:30:06,477 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 05:30:06,492 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 05:30:06,508 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,523 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,539 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,553 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,567 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:06,583 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 05:30:06,600 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 05:30:06,615 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.870, mIoU: 0.473
2023-07-25 05:30:06,631 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:30:06,645 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:06,661 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:30:06,675 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:30:06,686 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:30:06,701 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.869, mIoU: 0.467
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2023-07-25 05:30:06,733 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,749 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.869, mIoU: 0.466
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2023-07-25 05:30:06,782 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 05:30:06,798 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 05:30:06,807 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.868, mIoU: 0.466
2023-07-25 05:30:06,818 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.869, mIoU: 0.466
2023-07-25 05:30:06,832 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 05:30:06,846 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,863 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,876 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,892 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,910 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.869, mIoU: 0.468
2023-07-25 05:30:06,926 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 05:30:06,942 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 05:30:06,957 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 05:30:06,971 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.869, mIoU: 0.469
2023-07-25 05:30:06,987 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 05:30:07,003 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:07,017 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:07,033 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:07,045 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.869, mIoU: 0.472
2023-07-25 05:30:07,060 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:07,076 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 05:30:07,091 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 05:30:07,107 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 05:30:07,123 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 05:30:07,133 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 05:30:07,147 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.870, mIoU: 0.475
2023-07-25 05:30:07,163 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 05:30:07,179 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 05:30:07,192 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 05:30:07,206 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 05:30:07,220 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-25 05:30:07,236 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-25 05:30:07,253 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,269 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,279 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,295 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 05:30:07,312 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 05:30:07,326 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,343 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 05:30:07,359 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,374 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,391 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 05:30:07,406 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 05:30:07,423 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,440 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,457 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,473 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:07,488 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:30:07,502 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:07,517 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,533 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:07,548 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:07,563 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 05:30:07,580 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 05:30:07,596 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,611 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,625 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:30:07,640 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,656 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,673 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 05:30:07,689 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.871, mIoU: 0.482
2023-07-25 05:30:07,706 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,720 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,737 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,753 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 05:30:07,768 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:07,784 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:07,797 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:07,814 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:07,828 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 05:30:07,841 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:07,854 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:07,869 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:07,885 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:07,900 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:07,916 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:07,925 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:07,940 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 05:30:07,956 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:07,972 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.872, mIoU: 0.489
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2023-07-25 05:30:08,002 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:08,016 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:08,030 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.872, mIoU: 0.488
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2023-07-25 05:30:08,077 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.873, mIoU: 0.488
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2023-07-25 05:30:08,120 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 05:30:08,135 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,151 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,164 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,180 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,196 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,213 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,226 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,243 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,259 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,272 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 05:30:08,289 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,305 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,321 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,337 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,351 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,368 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,384 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,401 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:08,412 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,428 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 05:30:08,444 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:08,458 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,473 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.872, mIoU: 0.486
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2023-07-25 05:30:08,503 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,519 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,536 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,550 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,563 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,577 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,593 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,609 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,626 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,641 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,657 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:08,671 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:08,687 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,703 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,717 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,733 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,750 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:08,765 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,781 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,797 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,809 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,825 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,841 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,856 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,871 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:08,888 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:30:08,900 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:30:08,916 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:30:08,932 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:30:08,948 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:08,962 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:08,978 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:08,994 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:09,011 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:30:09,027 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 05:30:09,043 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,060 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,076 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,092 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:09,107 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:09,121 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:09,137 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,153 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,169 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,183 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,199 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,213 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,229 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,245 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,261 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,277 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,294 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,310 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:09,325 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:09,341 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,357 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,373 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,393 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,409 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,425 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,436 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,451 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:09,467 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:09,481 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:09,497 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:30:09,511 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 05:30:09,525 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 05:30:09,541 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 05:30:09,558 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 05:30:09,574 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 05:30:09,591 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,605 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,620 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,634 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,649 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,665 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,681 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,697 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,713 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,729 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:30:09,743 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,759 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:09,776 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,789 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,804 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,819 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:09,836 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,852 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,867 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,882 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:09,899 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,916 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,929 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:09,943 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,952 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,968 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:09,985 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,001 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:10,018 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,034 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,050 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,067 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:10,083 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:10,097 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:10,113 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:10,128 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:10,145 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,161 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,175 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,189 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,203 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:30:10,218 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 05:30:10,232 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:10,246 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:10,260 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,275 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,292 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:10,305 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,320 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,334 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,346 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,362 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,379 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,395 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,411 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,427 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,443 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,457 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,474 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,490 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,509 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,525 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:10,541 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:10,558 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:10,572 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:10,586 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,599 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,615 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,633 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,647 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,661 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,676 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:30:10,691 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:10,707 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,723 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,739 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,754 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,770 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,784 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,799 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,815 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,830 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,847 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,861 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,877 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,894 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,907 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,921 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:10,938 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,954 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,970 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,986 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:10,999 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:11,013 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:11,028 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:11,041 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:11,057 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,075 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,089 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,105 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,119 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,135 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,151 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,165 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,180 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,196 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,212 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,227 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,243 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,259 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:30:11,274 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,288 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:11,304 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,320 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,338 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,352 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,367 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,381 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,398 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,412 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,426 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:11,442 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,458 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,471 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,488 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,504 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,520 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,536 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,551 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,564 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,579 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,594 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,608 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,622 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:11,639 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,653 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,667 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,683 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,700 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,716 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,733 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:11,747 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:11,761 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:11,777 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:11,794 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:11,810 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,826 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,840 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,853 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,865 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,882 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,898 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 05:30:11,913 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:11,928 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:11,940 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:11,954 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:11,970 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:11,987 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,001 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:12,017 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:12,032 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:12,048 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,062 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,078 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,092 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,108 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,125 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,139 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,156 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,172 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,188 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,205 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,221 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,237 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,253 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,268 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,284 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:12,300 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,313 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,327 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,341 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,358 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:12,373 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:12,391 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:12,407 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:12,419 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,435 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,452 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:12,468 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,482 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,499 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,515 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,529 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,544 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,561 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,576 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:12,590 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,602 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,620 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,635 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,651 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,665 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:12,680 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:12,696 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,711 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,727 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,741 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,756 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,770 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,786 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,801 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,815 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,832 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,846 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,862 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,878 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,893 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:30:12,909 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,924 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,939 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,954 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,971 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:12,987 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:13,003 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:13,019 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:13,029 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:13,044 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:13,058 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,073 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,089 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,105 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,119 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,135 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,151 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,166 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,182 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,199 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,213 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,229 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,245 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,261 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,275 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,291 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,306 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:13,322 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:13,336 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:13,352 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:13,367 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:13,381 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:13,396 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,411 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,425 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,440 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,453 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,468 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,484 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,499 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,515 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,530 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:13,546 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:13,560 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:13,573 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:13,589 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,602 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,616 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,633 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,649 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,665 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,681 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,695 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,709 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,726 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:13,742 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,756 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,772 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,786 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,802 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,817 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,834 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,850 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,865 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,875 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:13,892 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:13,908 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,921 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,936 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:13,951 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:13,967 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:13,980 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:13,996 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:14,012 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:14,028 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:14,044 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,060 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,078 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,095 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,109 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,124 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,140 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,156 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 05:30:14,170 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:30:14,186 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:14,203 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:30:14,219 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:14,226 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:14,240 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:30:14,254 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:30:14,268 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,280 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,296 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,311 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,327 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,339 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,352 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,368 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:14,379 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,395 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,409 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,425 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,442 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,458 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,474 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,486 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,500 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,517 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,533 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,549 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:14,565 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,579 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,589 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:14,601 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:14,615 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,627 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,644 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,658 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:14,674 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:14,691 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:14,707 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:14,722 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,738 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,754 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,769 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,786 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,801 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,816 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,831 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,848 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,861 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,875 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,890 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:30:14,904 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,920 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:14,934 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 05:30:14,949 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:14,965 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:14,983 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:15,000 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:15,013 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:15,029 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:15,046 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,062 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,078 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,092 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,106 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.878, mIoU: 0.496
2023-07-25 05:30:15,122 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.878, mIoU: 0.496
2023-07-25 05:30:15,139 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 05:30:15,155 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.878, mIoU: 0.496
2023-07-25 05:30:15,171 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 05:30:15,188 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,205 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:30:15,220 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:15,236 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:15,250 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:30:15,266 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,276 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,290 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,305 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,318 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,333 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,348 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,364 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:15,380 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,395 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,411 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:15,426 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,438 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,455 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,469 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,485 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,501 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,515 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,531 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,545 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,561 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:15,577 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:15,594 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,610 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:30:15,626 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,640 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:30:15,653 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:15,669 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:15,682 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:15,696 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:30:15,713 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,728 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,744 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,757 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,771 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,787 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:15,803 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:15,819 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:15,832 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,846 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 05:30:15,861 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:15,878 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,894 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:15,910 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:15,926 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:15,941 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:30:15,956 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,972 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:30:15,988 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:16,003 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:30:16,018 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,034 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:16,048 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,064 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,080 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,097 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,110 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:16,126 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,141 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,158 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,172 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,187 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,203 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,218 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,234 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,250 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,267 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,281 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,297 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,315 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,329 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,345 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,359 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,368 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,384 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,400 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,414 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:16,430 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,446 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,459 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,473 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,489 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,505 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 05:30:16,521 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,539 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,555 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,573 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,588 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,602 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,617 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,633 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,649 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,662 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,676 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,692 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 05:30:16,708 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 05:30:16,724 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 05:30:16,741 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,755 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,771 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,786 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 05:30:16,800 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,816 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,833 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,848 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,864 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,878 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,895 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,910 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,926 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,942 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,956 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:16,973 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:16,987 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 05:30:17,000 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:17,013 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:17,029 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:17,044 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,060 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:30:17,076 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,087 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,101 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,118 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,135 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,149 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,165 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,182 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,197 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,211 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,226 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,242 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,256 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,272 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,285 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,300 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,316 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,332 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,348 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,364 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,378 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:30:17,394 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:17,410 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:17,423 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,439 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,455 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,471 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,486 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:30:17,500 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,513 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,529 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,545 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,560 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,574 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,589 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 05:30:17,607 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,621 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,632 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,647 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,663 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,679 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,694 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,708 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,725 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 05:30:17,740 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,754 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:30:17,770 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:30:17,786 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:30:17,802 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,819 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:30:17,835 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,851 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,866 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 05:30:17,882 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,896 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,911 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:30:17,928 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 05:30:17,944 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:17,958 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:17,974 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:17,986 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 05:30:18,002 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,018 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,034 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,047 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,063 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,080 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 05:30:18,095 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,108 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,124 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,140 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,151 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,167 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 05:30:18,183 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 05:30:18,199 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,213 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,227 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 05:30:18,242 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 05:30:18,257 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,273 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,287 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,304 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,317 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,332 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,348 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,364 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,381 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,397 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,415 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,429 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,445 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,460 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,476 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,492 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,506 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,520 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,536 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,552 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,568 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,582 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,596 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,612 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,628 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,641 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,655 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,671 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,687 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,703 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,718 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,734 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,750 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,765 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,780 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,795 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,809 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,825 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,841 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,856 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,872 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:18,888 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:18,903 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:18,918 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:18,934 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:18,949 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:18,965 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,982 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:18,997 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 05:30:19,013 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,029 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,043 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,056 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,072 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,089 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,102 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,118 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,134 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,150 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,166 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,181 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,197 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,213 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,227 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,240 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,254 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,268 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,282 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 05:30:19,298 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 05:30:19,313 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 05:30:19,327 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 05:30:19,341 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,357 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,369 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,385 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,401 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 05:30:19,418 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,434 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,450 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,464 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,480 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,495 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,509 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,526 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,542 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,559 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,573 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,589 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,606 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,621 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,637 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,651 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,666 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,682 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,698 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,714 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,727 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,743 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,759 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,775 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,791 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,806 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,822 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,839 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,850 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,864 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,878 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,892 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,909 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:19,925 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,940 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,953 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,967 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,982 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:19,998 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,013 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,029 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,045 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.872, mIoU: 0.489
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2023-07-25 05:30:20,075 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,092 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,106 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.872, mIoU: 0.490
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2023-07-25 05:30:20,138 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,151 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:20,167 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:20,179 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:20,195 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 05:30:20,210 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,226 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,242 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,255 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:20,268 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:20,283 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,298 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,312 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,326 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 05:30:20,339 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,355 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,372 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,388 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 05:30:20,402 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,419 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,437 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,455 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,471 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,488 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,496 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,513 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,526 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,541 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 05:30:20,557 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 05:30:20,573 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 05:30:20,588 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,605 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,621 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,637 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 05:30:20,653 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,667 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,682 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,700 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,716 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,732 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,748 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,765 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,779 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,794 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,810 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,826 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,840 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,854 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,870 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,885 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,901 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:20,917 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 05:30:20,932 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,948 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,963 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,977 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:20,992 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,006 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,022 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,038 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,054 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,070 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,083 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,099 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,114 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,130 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,145 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,161 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,177 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,192 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,206 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,222 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,236 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,252 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,268 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,284 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,300 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:21,316 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:21,331 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,341 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,357 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,370 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,385 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 05:30:21,401 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,416 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,432 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,443 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,453 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,470 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,485 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,501 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,514 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,529 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,544 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,558 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,573 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:21,589 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:21,604 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:21,620 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:21,634 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:21,650 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 05:30:21,666 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:21,682 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 05:30:21,695 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,711 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,727 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 05:30:21,743 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,760 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,774 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,789 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,804 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 05:30:21,821 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 05:30:39,375 semantic_segmentation INFO: Iters: 37610/150000 || Lr: 0.015424 || Task Loss: 0.8145 || KD Loss: 0.2342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:21 || Estimated Time: 2 days, 7:56:54
2023-07-25 05:30:57,318 semantic_segmentation INFO: Iters: 37620/150000 || Lr: 0.015423 || Task Loss: 0.6554 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:39 || Estimated Time: 2 days, 7:56:36
2023-07-25 05:31:15,558 semantic_segmentation INFO: Iters: 37630/150000 || Lr: 0.015422 || Task Loss: 0.6338 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:57 || Estimated Time: 2 days, 7:56:19
2023-07-25 05:31:33,881 semantic_segmentation INFO: Iters: 37640/150000 || Lr: 0.015421 || Task Loss: 0.6175 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:16 || Estimated Time: 2 days, 7:56:03
2023-07-25 05:31:52,120 semantic_segmentation INFO: Iters: 37650/150000 || Lr: 0.015419 || Task Loss: 0.9288 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:34 || Estimated Time: 2 days, 7:55:46
2023-07-25 05:32:10,713 semantic_segmentation INFO: Iters: 37660/150000 || Lr: 0.015418 || Task Loss: 0.8098 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:52 || Estimated Time: 2 days, 7:55:30
2023-07-25 05:32:28,855 semantic_segmentation INFO: Iters: 37670/150000 || Lr: 0.015417 || Task Loss: 0.8104 || KD Loss: 0.2489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:11 || Estimated Time: 2 days, 7:55:12
2023-07-25 05:32:47,219 semantic_segmentation INFO: Iters: 37680/150000 || Lr: 0.015416 || Task Loss: 0.6498 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:29 || Estimated Time: 2 days, 7:54:56
2023-07-25 05:33:05,537 semantic_segmentation INFO: Iters: 37690/150000 || Lr: 0.015414 || Task Loss: 0.6980 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:47 || Estimated Time: 2 days, 7:54:39
2023-07-25 05:33:24,335 semantic_segmentation INFO: Iters: 37700/150000 || Lr: 0.015413 || Task Loss: 0.7546 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:06 || Estimated Time: 2 days, 7:54:24
2023-07-25 05:33:42,917 semantic_segmentation INFO: Iters: 37710/150000 || Lr: 0.015412 || Task Loss: 0.6709 || KD Loss: 0.2463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:25 || Estimated Time: 2 days, 7:54:08
2023-07-25 05:34:01,354 semantic_segmentation INFO: Iters: 37720/150000 || Lr: 0.015411 || Task Loss: 0.6781 || KD Loss: 0.2640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:43 || Estimated Time: 2 days, 7:53:51
2023-07-25 05:34:19,850 semantic_segmentation INFO: Iters: 37730/150000 || Lr: 0.015410 || Task Loss: 0.6853 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:02 || Estimated Time: 2 days, 7:53:35
2023-07-25 05:34:38,451 semantic_segmentation INFO: Iters: 37740/150000 || Lr: 0.015408 || Task Loss: 0.5974 || KD Loss: 0.1890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:20 || Estimated Time: 2 days, 7:53:19
2023-07-25 05:34:56,899 semantic_segmentation INFO: Iters: 37750/150000 || Lr: 0.015407 || Task Loss: 0.9788 || KD Loss: 0.3439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:39 || Estimated Time: 2 days, 7:53:03
2023-07-25 05:35:15,101 semantic_segmentation INFO: Iters: 37760/150000 || Lr: 0.015406 || Task Loss: 0.6404 || KD Loss: 0.2118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:57 || Estimated Time: 2 days, 7:52:46
2023-07-25 05:35:33,578 semantic_segmentation INFO: Iters: 37770/150000 || Lr: 0.015405 || Task Loss: 0.8512 || KD Loss: 0.3083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:15 || Estimated Time: 2 days, 7:52:30
2023-07-25 05:35:52,218 semantic_segmentation INFO: Iters: 37780/150000 || Lr: 0.015403 || Task Loss: 0.7091 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:34 || Estimated Time: 2 days, 7:52:14
2023-07-25 05:36:10,724 semantic_segmentation INFO: Iters: 37790/150000 || Lr: 0.015402 || Task Loss: 0.5401 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:53 || Estimated Time: 2 days, 7:51:58
2023-07-25 05:36:29,023 semantic_segmentation INFO: Iters: 37800/150000 || Lr: 0.015401 || Task Loss: 0.8677 || KD Loss: 0.4083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:11 || Estimated Time: 2 days, 7:51:41
2023-07-25 05:36:47,688 semantic_segmentation INFO: Iters: 37810/150000 || Lr: 0.015400 || Task Loss: 0.5144 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:29 || Estimated Time: 2 days, 7:51:25
2023-07-25 05:37:05,940 semantic_segmentation INFO: Iters: 37820/150000 || Lr: 0.015398 || Task Loss: 0.7241 || KD Loss: 0.2465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:48 || Estimated Time: 2 days, 7:51:08
2023-07-25 05:37:24,458 semantic_segmentation INFO: Iters: 37830/150000 || Lr: 0.015397 || Task Loss: 0.7580 || KD Loss: 0.2499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:06 || Estimated Time: 2 days, 7:50:52
2023-07-25 05:37:42,830 semantic_segmentation INFO: Iters: 37840/150000 || Lr: 0.015396 || Task Loss: 0.5893 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:25 || Estimated Time: 2 days, 7:50:35
2023-07-25 05:38:01,128 semantic_segmentation INFO: Iters: 37850/150000 || Lr: 0.015395 || Task Loss: 0.6978 || KD Loss: 0.2205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:43 || Estimated Time: 2 days, 7:50:19
2023-07-25 05:38:19,653 semantic_segmentation INFO: Iters: 37860/150000 || Lr: 0.015393 || Task Loss: 0.7455 || KD Loss: 0.2364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:01 || Estimated Time: 2 days, 7:50:02
2023-07-25 05:38:38,165 semantic_segmentation INFO: Iters: 37870/150000 || Lr: 0.015392 || Task Loss: 0.7932 || KD Loss: 0.2260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:20 || Estimated Time: 2 days, 7:49:46
2023-07-25 05:38:56,396 semantic_segmentation INFO: Iters: 37880/150000 || Lr: 0.015391 || Task Loss: 0.5978 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:38 || Estimated Time: 2 days, 7:49:29
2023-07-25 05:39:15,520 semantic_segmentation INFO: Iters: 37890/150000 || Lr: 0.015390 || Task Loss: 0.7809 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:57 || Estimated Time: 2 days, 7:49:15
2023-07-25 05:39:33,965 semantic_segmentation INFO: Iters: 37900/150000 || Lr: 0.015389 || Task Loss: 0.6160 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:16 || Estimated Time: 2 days, 7:48:58
2023-07-25 05:39:52,150 semantic_segmentation INFO: Iters: 37910/150000 || Lr: 0.015387 || Task Loss: 0.5392 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:34 || Estimated Time: 2 days, 7:48:41
2023-07-25 05:40:10,764 semantic_segmentation INFO: Iters: 37920/150000 || Lr: 0.015386 || Task Loss: 0.7977 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:53 || Estimated Time: 2 days, 7:48:25
2023-07-25 05:40:29,533 semantic_segmentation INFO: Iters: 37930/150000 || Lr: 0.015385 || Task Loss: 0.5457 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:11 || Estimated Time: 2 days, 7:48:10
2023-07-25 05:40:47,879 semantic_segmentation INFO: Iters: 37940/150000 || Lr: 0.015384 || Task Loss: 0.9502 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:30 || Estimated Time: 2 days, 7:47:53
2023-07-25 05:41:06,154 semantic_segmentation INFO: Iters: 37950/150000 || Lr: 0.015382 || Task Loss: 0.8311 || KD Loss: 0.3049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:48 || Estimated Time: 2 days, 7:47:36
2023-07-25 05:41:24,761 semantic_segmentation INFO: Iters: 37960/150000 || Lr: 0.015381 || Task Loss: 1.1702 || KD Loss: 0.4991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:07 || Estimated Time: 2 days, 7:47:20
2023-07-25 05:41:43,200 semantic_segmentation INFO: Iters: 37970/150000 || Lr: 0.015380 || Task Loss: 0.5115 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:25 || Estimated Time: 2 days, 7:47:04
2023-07-25 05:42:01,433 semantic_segmentation INFO: Iters: 37980/150000 || Lr: 0.015379 || Task Loss: 0.6581 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:43 || Estimated Time: 2 days, 7:46:47
2023-07-25 05:42:19,521 semantic_segmentation INFO: Iters: 37990/150000 || Lr: 0.015377 || Task Loss: 0.6114 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:01 || Estimated Time: 2 days, 7:46:30
2023-07-25 05:42:37,978 semantic_segmentation INFO: Iters: 38000/150000 || Lr: 0.015376 || Task Loss: 0.8881 || KD Loss: 0.3156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:20 || Estimated Time: 2 days, 7:46:13
2023-07-25 05:42:56,414 semantic_segmentation INFO: Iters: 38010/150000 || Lr: 0.015375 || Task Loss: 0.6943 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:38 || Estimated Time: 2 days, 7:45:57
2023-07-25 05:43:14,839 semantic_segmentation INFO: Iters: 38020/150000 || Lr: 0.015374 || Task Loss: 0.9383 || KD Loss: 0.3172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:57 || Estimated Time: 2 days, 7:45:40
2023-07-25 05:43:33,229 semantic_segmentation INFO: Iters: 38030/150000 || Lr: 0.015372 || Task Loss: 0.8568 || KD Loss: 0.3400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:15 || Estimated Time: 2 days, 7:45:24
2023-07-25 05:43:51,321 semantic_segmentation INFO: Iters: 38040/150000 || Lr: 0.015371 || Task Loss: 0.4856 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:33 || Estimated Time: 2 days, 7:45:07
2023-07-25 05:44:09,970 semantic_segmentation INFO: Iters: 38050/150000 || Lr: 0.015370 || Task Loss: 0.9146 || KD Loss: 0.3603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:52 || Estimated Time: 2 days, 7:44:51
2023-07-25 05:44:28,706 semantic_segmentation INFO: Iters: 38060/150000 || Lr: 0.015369 || Task Loss: 0.5655 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:10 || Estimated Time: 2 days, 7:44:35
2023-07-25 05:44:47,426 semantic_segmentation INFO: Iters: 38070/150000 || Lr: 0.015367 || Task Loss: 0.6105 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:29 || Estimated Time: 2 days, 7:44:19
2023-07-25 05:45:05,524 semantic_segmentation INFO: Iters: 38080/150000 || Lr: 0.015366 || Task Loss: 0.7129 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2523|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:47 || Estimated Time: 2 days, 7:44:02
2023-07-25 05:45:23,760 semantic_segmentation INFO: Iters: 38090/150000 || Lr: 0.015365 || Task Loss: 0.6745 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:06 || Estimated Time: 2 days, 7:43:45
2023-07-25 05:45:42,254 semantic_segmentation INFO: Iters: 38100/150000 || Lr: 0.015364 || Task Loss: 1.1174 || KD Loss: 0.4087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:24 || Estimated Time: 2 days, 7:43:29
2023-07-25 05:46:00,748 semantic_segmentation INFO: Iters: 38110/150000 || Lr: 0.015363 || Task Loss: 0.5597 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:43 || Estimated Time: 2 days, 7:43:12
2023-07-25 05:46:19,142 semantic_segmentation INFO: Iters: 38120/150000 || Lr: 0.015361 || Task Loss: 0.6535 || KD Loss: 0.1995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:01 || Estimated Time: 2 days, 7:42:56
2023-07-25 05:46:37,358 semantic_segmentation INFO: Iters: 38130/150000 || Lr: 0.015360 || Task Loss: 0.4629 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:19 || Estimated Time: 2 days, 7:42:39
2023-07-25 05:46:55,805 semantic_segmentation INFO: Iters: 38140/150000 || Lr: 0.015359 || Task Loss: 0.7071 || KD Loss: 0.3100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:38 || Estimated Time: 2 days, 7:42:22
2023-07-25 05:47:14,394 semantic_segmentation INFO: Iters: 38150/150000 || Lr: 0.015358 || Task Loss: 0.7019 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2470|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:56 || Estimated Time: 2 days, 7:42:06
2023-07-25 05:47:32,568 semantic_segmentation INFO: Iters: 38160/150000 || Lr: 0.015356 || Task Loss: 0.8749 || KD Loss: 0.3976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:14 || Estimated Time: 2 days, 7:41:49
2023-07-25 05:47:51,133 semantic_segmentation INFO: Iters: 38170/150000 || Lr: 0.015355 || Task Loss: 0.8928 || KD Loss: 0.2784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:33 || Estimated Time: 2 days, 7:41:33
2023-07-25 05:48:09,526 semantic_segmentation INFO: Iters: 38180/150000 || Lr: 0.015354 || Task Loss: 0.5523 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:51 || Estimated Time: 2 days, 7:41:17
2023-07-25 05:48:27,715 semantic_segmentation INFO: Iters: 38190/150000 || Lr: 0.015353 || Task Loss: 0.5249 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:09 || Estimated Time: 2 days, 7:40:59
2023-07-25 05:48:46,307 semantic_segmentation INFO: Iters: 38200/150000 || Lr: 0.015351 || Task Loss: 0.5905 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:28 || Estimated Time: 2 days, 7:40:43
2023-07-25 05:49:04,737 semantic_segmentation INFO: Iters: 38210/150000 || Lr: 0.015350 || Task Loss: 0.9532 || KD Loss: 0.4299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:47 || Estimated Time: 2 days, 7:40:27
2023-07-25 05:49:22,727 semantic_segmentation INFO: Iters: 38220/150000 || Lr: 0.015349 || Task Loss: 0.8914 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:05 || Estimated Time: 2 days, 7:40:09
2023-07-25 05:49:41,109 semantic_segmentation INFO: Iters: 38230/150000 || Lr: 0.015348 || Task Loss: 0.5604 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:23 || Estimated Time: 2 days, 7:39:53
2023-07-25 05:49:59,552 semantic_segmentation INFO: Iters: 38240/150000 || Lr: 0.015346 || Task Loss: 0.8700 || KD Loss: 0.2734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:41 || Estimated Time: 2 days, 7:39:36
2023-07-25 05:50:17,728 semantic_segmentation INFO: Iters: 38250/150000 || Lr: 0.015345 || Task Loss: 1.0762 || KD Loss: 0.4211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:00 || Estimated Time: 2 days, 7:39:19
2023-07-25 05:50:36,212 semantic_segmentation INFO: Iters: 38260/150000 || Lr: 0.015344 || Task Loss: 0.7315 || KD Loss: 0.3154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:18 || Estimated Time: 2 days, 7:39:03
2023-07-25 05:50:54,434 semantic_segmentation INFO: Iters: 38270/150000 || Lr: 0.015343 || Task Loss: 0.7920 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:36 || Estimated Time: 2 days, 7:38:46
2023-07-25 05:51:12,977 semantic_segmentation INFO: Iters: 38280/150000 || Lr: 0.015342 || Task Loss: 0.6220 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:55 || Estimated Time: 2 days, 7:38:29
2023-07-25 05:51:31,692 semantic_segmentation INFO: Iters: 38290/150000 || Lr: 0.015340 || Task Loss: 0.6511 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:13 || Estimated Time: 2 days, 7:38:14
2023-07-25 05:51:50,128 semantic_segmentation INFO: Iters: 38300/150000 || Lr: 0.015339 || Task Loss: 0.7842 || KD Loss: 0.3340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:32 || Estimated Time: 2 days, 7:37:57
2023-07-25 05:52:08,572 semantic_segmentation INFO: Iters: 38310/150000 || Lr: 0.015338 || Task Loss: 0.5466 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:50 || Estimated Time: 2 days, 7:37:41
2023-07-25 05:52:27,011 semantic_segmentation INFO: Iters: 38320/150000 || Lr: 0.015337 || Task Loss: 0.7051 || KD Loss: 0.2240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:09 || Estimated Time: 2 days, 7:37:24
2023-07-25 05:52:45,481 semantic_segmentation INFO: Iters: 38330/150000 || Lr: 0.015335 || Task Loss: 0.5297 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:27 || Estimated Time: 2 days, 7:37:08
2023-07-25 05:53:03,931 semantic_segmentation INFO: Iters: 38340/150000 || Lr: 0.015334 || Task Loss: 0.8495 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:46 || Estimated Time: 2 days, 7:36:52
2023-07-25 05:53:22,465 semantic_segmentation INFO: Iters: 38350/150000 || Lr: 0.015333 || Task Loss: 0.6064 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:04 || Estimated Time: 2 days, 7:36:35
2023-07-25 05:53:41,044 semantic_segmentation INFO: Iters: 38360/150000 || Lr: 0.015332 || Task Loss: 0.4196 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:23 || Estimated Time: 2 days, 7:36:19
2023-07-25 05:53:59,146 semantic_segmentation INFO: Iters: 38370/150000 || Lr: 0.015330 || Task Loss: 0.5577 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:41 || Estimated Time: 2 days, 7:36:02
2023-07-25 05:54:18,020 semantic_segmentation INFO: Iters: 38380/150000 || Lr: 0.015329 || Task Loss: 0.6676 || KD Loss: 0.2462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:00 || Estimated Time: 2 days, 7:35:47
2023-07-25 05:54:36,193 semantic_segmentation INFO: Iters: 38390/150000 || Lr: 0.015328 || Task Loss: 0.5278 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:18 || Estimated Time: 2 days, 7:35:30
2023-07-25 05:54:54,313 semantic_segmentation INFO: Iters: 38400/150000 || Lr: 0.015327 || Task Loss: 0.7961 || KD Loss: 0.2892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:36 || Estimated Time: 2 days, 7:35:12
2023-07-25 05:54:54,437 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:54:54,819 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.088
2023-07-25 05:54:54,844 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.130
2023-07-25 05:54:54,858 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.154
2023-07-25 05:54:54,874 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.150
2023-07-25 05:54:54,889 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.916, mIoU: 0.211
2023-07-25 05:54:54,902 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.926, mIoU: 0.257
2023-07-25 05:54:54,918 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.921, mIoU: 0.286
2023-07-25 05:54:54,934 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.928, mIoU: 0.294
2023-07-25 05:54:54,947 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.920, mIoU: 0.292
2023-07-25 05:54:54,963 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.916, mIoU: 0.313
2023-07-25 05:54:54,980 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.902, mIoU: 0.331
2023-07-25 05:54:54,997 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.906, mIoU: 0.334
2023-07-25 05:54:55,011 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.870, mIoU: 0.326
2023-07-25 05:54:55,028 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.872, mIoU: 0.308
2023-07-25 05:54:55,045 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.863, mIoU: 0.297
2023-07-25 05:54:55,059 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.864, mIoU: 0.293
2023-07-25 05:54:55,071 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.859, mIoU: 0.283
2023-07-25 05:54:55,086 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.284
2023-07-25 05:54:55,102 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.868, mIoU: 0.288
2023-07-25 05:54:55,120 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-25 05:54:55,137 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.871, mIoU: 0.326
2023-07-25 05:54:55,155 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.873, mIoU: 0.333
2023-07-25 05:54:55,172 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.868, mIoU: 0.358
2023-07-25 05:54:55,190 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.869, mIoU: 0.366
2023-07-25 05:54:55,209 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.871, mIoU: 0.381
2023-07-25 05:54:55,225 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.871, mIoU: 0.383
2023-07-25 05:54:55,241 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.872, mIoU: 0.380
2023-07-25 05:54:55,254 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.872, mIoU: 0.376
2023-07-25 05:54:55,271 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.869, mIoU: 0.370
2023-07-25 05:54:55,287 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.873, mIoU: 0.370
2023-07-25 05:54:55,303 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.877, mIoU: 0.372
2023-07-25 05:54:55,320 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.880, mIoU: 0.373
2023-07-25 05:54:55,336 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.878, mIoU: 0.372
2023-07-25 05:54:55,352 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.879, mIoU: 0.370
2023-07-25 05:54:55,369 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.874, mIoU: 0.388
2023-07-25 05:54:55,385 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.875, mIoU: 0.388
2023-07-25 05:54:55,400 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.877, mIoU: 0.388
2023-07-25 05:54:55,413 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.880, mIoU: 0.430
2023-07-25 05:54:55,431 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.878, mIoU: 0.425
2023-07-25 05:54:55,445 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.878, mIoU: 0.424
2023-07-25 05:54:55,460 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.878, mIoU: 0.450
2023-07-25 05:54:55,475 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.881, mIoU: 0.449
2023-07-25 05:54:55,491 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.880, mIoU: 0.452
2023-07-25 05:54:55,505 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.881, mIoU: 0.452
2023-07-25 05:54:55,521 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.882, mIoU: 0.456
2023-07-25 05:54:55,537 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.459
2023-07-25 05:54:55,551 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.885, mIoU: 0.464
2023-07-25 05:54:55,565 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.464
2023-07-25 05:54:55,581 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.884, mIoU: 0.462
2023-07-25 05:54:55,599 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.884, mIoU: 0.462
2023-07-25 05:54:55,616 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.883, mIoU: 0.459
2023-07-25 05:54:55,633 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.886, mIoU: 0.459
2023-07-25 05:54:55,648 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.887, mIoU: 0.457
2023-07-25 05:54:55,665 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.886, mIoU: 0.454
2023-07-25 05:54:55,681 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.885, mIoU: 0.452
2023-07-25 05:54:55,696 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.883, mIoU: 0.449
2023-07-25 05:54:55,713 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.883, mIoU: 0.448
2023-07-25 05:54:55,731 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.885, mIoU: 0.434
2023-07-25 05:54:55,746 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.438
2023-07-25 05:54:55,762 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.884, mIoU: 0.462
2023-07-25 05:54:55,777 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.883, mIoU: 0.462
2023-07-25 05:54:55,793 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.884, mIoU: 0.459
2023-07-25 05:54:55,807 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.884, mIoU: 0.457
2023-07-25 05:54:55,826 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.883, mIoU: 0.464
2023-07-25 05:54:55,841 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.884, mIoU: 0.472
2023-07-25 05:54:55,857 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.885, mIoU: 0.472
2023-07-25 05:54:55,873 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.886, mIoU: 0.473
2023-07-25 05:54:55,888 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.888, mIoU: 0.502
2023-07-25 05:54:55,904 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.889, mIoU: 0.503
2023-07-25 05:54:55,920 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.887, mIoU: 0.504
2023-07-25 05:54:55,937 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 05:54:55,952 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 05:54:55,968 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.886, mIoU: 0.518
2023-07-25 05:54:55,984 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.887, mIoU: 0.516
2023-07-25 05:54:56,000 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 05:54:56,017 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.889, mIoU: 0.518
2023-07-25 05:54:56,033 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.885, mIoU: 0.515
2023-07-25 05:54:56,043 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 05:54:56,060 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 05:54:56,077 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 05:54:56,091 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 05:54:56,107 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 05:54:56,123 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 05:54:56,140 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:54:56,156 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 05:54:56,173 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:54:56,190 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:54:56,207 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:54:56,223 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 05:54:56,238 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 05:54:56,255 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:54:56,272 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 05:54:56,289 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.874, mIoU: 0.504
2023-07-25 05:54:56,306 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 05:54:56,323 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-25 05:54:56,339 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-25 05:54:56,354 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-25 05:54:56,368 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-25 05:54:56,385 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 05:54:56,399 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 05:54:56,416 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-25 05:54:56,431 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 05:54:56,446 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 05:54:56,462 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 05:54:56,478 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 05:54:56,491 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 05:54:56,507 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 05:54:56,524 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 05:54:56,538 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 05:54:56,552 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:54:56,566 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 05:54:56,580 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:54:56,597 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:54:56,613 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:54:56,630 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:54:56,645 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:54:56,659 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 05:54:56,676 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 05:54:56,690 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 05:54:56,706 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 05:54:56,723 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:54:56,737 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 05:54:56,752 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:54:56,768 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 05:54:56,785 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.878, mIoU: 0.496
2023-07-25 05:54:56,794 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:54:56,806 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 05:54:56,823 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:54:56,832 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:54:56,847 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 05:54:56,863 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 05:54:56,879 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:54:56,894 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-25 05:54:56,910 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.875, mIoU: 0.486
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2023-07-25 05:55:00,079 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.875, mIoU: 0.489
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2023-07-25 05:55:00,111 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:55:00,127 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-25 05:55:00,142 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:55:00,159 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-25 05:55:00,173 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:55:00,190 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:55:00,206 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:55:00,223 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 05:55:00,239 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 05:55:00,254 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:55:00,270 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:55:00,286 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,300 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,315 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,328 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,342 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,357 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:55:00,369 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:55:00,385 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 05:55:00,400 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 05:55:00,414 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:55:00,423 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 05:55:00,433 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,448 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,462 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 05:55:00,475 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 05:55:00,491 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:55:00,508 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 05:55:00,524 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:55:00,538 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:55:00,555 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:55:00,569 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 05:55:00,586 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:55:00,601 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:55:00,617 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:55:00,634 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 05:55:00,650 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:00,665 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 05:55:00,682 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:00,698 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:00,715 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:55:00,731 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 05:55:00,748 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 05:55:00,764 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:00,781 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:00,797 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:00,813 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:00,829 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:00,844 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:00,859 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:00,875 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-25 05:55:00,891 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-25 05:55:00,907 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:00,924 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 05:55:00,939 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 05:55:00,955 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.874, mIoU: 0.476
2023-07-25 05:55:00,968 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.874, mIoU: 0.478
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2023-07-25 05:55:00,998 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:55:01,014 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 05:55:01,030 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:55:01,047 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,061 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,074 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:01,093 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:01,108 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:01,125 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 05:55:01,141 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,158 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,174 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,189 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,205 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 05:55:01,222 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,238 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-25 05:55:01,252 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:01,268 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,282 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,297 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 05:55:01,310 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 05:55:01,327 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,343 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,360 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.872, mIoU: 0.472
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2023-07-25 05:55:01,390 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.872, mIoU: 0.473
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2023-07-25 05:55:01,439 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 05:55:01,453 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,469 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,483 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,501 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,516 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 05:55:01,532 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 05:55:01,549 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 05:55:01,563 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 05:55:01,580 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,596 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,610 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,626 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,642 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,657 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,674 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,690 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,706 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,723 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,740 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,756 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,772 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:01,788 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,802 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,816 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,833 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 05:55:01,850 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,866 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:01,882 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,896 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 05:55:01,912 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,926 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,938 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:01,953 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:55:01,968 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 05:55:01,985 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 05:55:02,001 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:02,018 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:02,034 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 05:55:02,050 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:55:02,059 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-25 05:55:02,070 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 05:55:02,084 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:02,098 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 05:55:02,115 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:02,129 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 05:55:02,145 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 05:55:02,163 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 05:55:02,179 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,196 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,212 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,226 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,242 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:02,258 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:02,272 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:02,289 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:02,301 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:55:02,317 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,332 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 05:55:02,349 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:55:02,365 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 05:55:02,381 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 05:55:02,391 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 05:55:02,405 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 05:55:02,421 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 05:55:02,438 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 05:55:02,451 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 05:55:02,465 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 05:55:02,480 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 05:55:02,496 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 05:55:02,513 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:55:02,528 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:55:02,538 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 05:55:02,554 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 05:55:02,570 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:55:02,584 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 05:55:02,600 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 05:55:02,616 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 05:55:02,630 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 05:55:02,646 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 05:55:02,660 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 05:55:02,677 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,693 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,710 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,727 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,742 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,756 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,772 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 05:55:02,789 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 05:55:02,804 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 05:55:02,819 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 05:55:02,837 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.875, mIoU: 0.492
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2023-07-25 05:55:02,870 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:55:02,884 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:55:02,899 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 05:55:02,916 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:55:02,932 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 05:55:02,948 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:55:02,964 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:55:02,978 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:55:02,994 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 05:55:03,010 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 05:55:03,024 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:03,040 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:03,052 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:03,067 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:03,081 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:03,093 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:03,106 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:03,122 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 05:55:03,138 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 05:55:03,154 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,171 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,180 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,196 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,213 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 05:55:03,230 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,246 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,262 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,276 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,291 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,307 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,323 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,340 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,354 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:03,368 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,385 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,400 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,416 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:03,430 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 05:55:03,446 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:03,463 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:03,479 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:03,493 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:03,510 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,525 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,539 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,556 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,572 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,588 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,605 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,619 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,636 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,652 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:03,669 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:03,680 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:03,696 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 05:55:03,712 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 05:55:03,726 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 05:55:03,742 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 05:55:03,756 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:03,772 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,788 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,804 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,818 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,831 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.875, mIoU: 0.500
2023-07-25 05:55:03,845 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 05:55:03,861 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,877 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,894 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,909 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 05:55:03,925 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 05:55:03,939 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 05:55:03,955 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:03,972 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:03,986 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:04,002 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:04,018 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,033 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,049 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,065 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,077 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,092 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,108 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,123 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,138 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,155 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:04,167 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:04,183 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:04,199 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:04,216 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:04,230 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:04,246 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:04,261 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:04,278 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:04,294 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:04,311 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:04,327 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:04,344 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:04,360 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:04,376 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:04,390 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:04,406 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:04,422 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 05:55:04,438 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:04,452 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:04,468 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:04,482 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:04,498 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 05:55:04,513 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 05:55:04,530 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:04,545 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:04,561 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:04,577 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:04,592 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:04,608 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:04,623 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:04,640 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,659 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,675 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:04,692 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:04,703 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:04,717 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:04,733 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:04,747 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,763 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,777 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,791 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,807 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,825 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,841 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 05:55:04,857 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,871 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,886 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,900 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,915 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:04,931 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 05:55:04,947 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:04,962 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:04,978 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:04,994 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,009 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:05,025 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 05:55:05,042 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,056 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,070 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,086 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,103 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,119 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 05:55:05,133 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:05,148 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 05:55:05,166 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,182 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,196 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,210 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,218 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,234 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,251 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,267 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,284 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,300 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,316 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,332 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,348 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,361 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,377 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,393 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:05,409 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:05,425 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:05,439 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:05,453 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 05:55:05,467 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,482 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,496 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,510 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 05:55:05,524 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 05:55:05,540 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:05,556 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 05:55:05,569 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:05,584 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 05:55:05,598 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,610 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,626 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,642 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,658 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,674 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,690 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,706 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,720 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,736 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,752 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:05,770 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:05,787 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:05,803 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:05,819 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:05,833 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 05:55:05,847 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,861 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:05,877 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:05,895 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,909 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,923 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:05,939 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 05:55:05,955 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:05,971 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 05:55:05,987 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,004 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,018 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:06,034 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,049 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,064 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,081 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,096 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,114 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,128 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,145 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,162 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,176 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,190 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 05:55:06,206 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,223 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,239 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,255 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 05:55:06,268 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:06,282 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:06,297 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:06,311 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,327 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:06,345 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,359 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,375 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:06,389 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,405 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,422 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:06,436 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:06,451 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,467 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:06,484 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,499 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,515 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,531 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,547 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,561 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:06,577 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,594 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,612 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,626 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 05:55:06,641 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,655 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,672 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,686 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,700 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,715 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,731 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,745 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:06,761 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,777 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:06,793 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,810 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,824 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,838 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:06,853 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,868 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,882 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,896 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:06,913 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:06,927 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:06,941 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:06,957 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:06,973 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:06,989 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,006 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,021 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,035 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,051 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,067 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,084 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,100 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,114 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,128 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,141 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,158 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,175 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,191 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,206 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,218 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,232 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,248 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,264 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,278 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,294 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,308 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,324 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,338 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,354 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,367 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,383 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,399 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,413 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,430 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,446 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:07,463 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,479 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:07,496 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,513 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,530 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:07,546 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:07,562 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:07,578 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,593 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:07,607 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,622 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,640 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,654 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:07,671 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:07,687 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:07,699 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,715 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,732 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,747 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,761 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,777 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,792 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,806 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:07,820 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,837 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:07,853 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:07,867 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,880 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:07,899 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,916 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,932 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,947 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,963 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:07,980 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:07,996 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:08,013 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:08,027 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:08,043 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,057 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,073 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,088 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,102 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,118 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,132 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,148 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,164 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,179 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,195 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,210 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,225 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,240 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,258 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,274 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,292 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,308 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,319 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,335 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,350 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,366 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,383 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,400 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,414 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,430 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,446 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,461 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,478 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,494 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:08,508 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:08,524 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:08,540 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,555 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,569 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,585 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:08,600 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:08,616 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,629 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,645 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,660 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:08,674 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:08,689 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,705 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:08,718 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:08,733 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:08,747 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,762 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,779 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,794 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,810 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:08,826 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:08,842 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,855 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:08,869 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:08,885 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,900 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,914 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,930 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,946 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:08,962 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:08,979 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:08,993 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,007 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,024 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,040 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,053 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,069 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,083 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,100 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,115 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:09,132 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,148 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,163 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,173 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,190 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,206 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,220 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,236 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,251 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,267 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,281 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,297 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,313 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,330 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,346 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,362 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,380 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,396 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,410 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,426 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,443 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,458 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:09,472 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:09,489 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,505 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,522 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,529 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,544 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,558 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:09,571 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:09,584 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:09,600 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:09,615 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:09,631 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:09,644 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:09,657 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:09,673 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:09,685 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:09,701 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,715 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:09,731 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:09,748 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,764 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,780 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,792 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,806 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,822 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:09,838 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,854 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:09,870 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:09,884 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,894 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,906 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 05:55:09,920 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:09,932 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,947 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,961 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,977 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:09,993 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:10,009 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:10,023 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:10,039 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:10,054 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:10,070 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,086 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,101 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,116 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,132 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,149 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,163 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 05:55:10,177 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 05:55:10,193 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 05:55:10,206 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 05:55:10,223 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 05:55:10,237 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,253 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,269 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:10,287 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,304 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,318 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,334 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,351 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,367 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,383 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 05:55:10,397 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 05:55:10,411 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 05:55:10,427 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 05:55:10,443 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 05:55:10,458 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 05:55:10,474 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 05:55:10,490 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 05:55:10,507 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 05:55:10,523 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,539 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,552 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,568 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,579 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,593 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 05:55:10,609 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 05:55:10,621 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:10,637 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:10,652 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:10,668 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:10,684 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,701 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,716 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,732 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:10,745 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:10,761 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:10,774 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 05:55:10,790 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,806 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,819 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,835 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,848 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 05:55:10,864 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,879 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,896 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 05:55:10,911 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,928 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,942 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,955 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,972 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 05:55:10,986 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:11,000 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:11,017 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,033 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:11,049 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,062 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,076 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,093 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,109 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,126 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,140 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,153 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,169 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:11,185 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 05:55:11,201 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,217 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,233 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,249 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,264 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,280 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 05:55:11,296 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,311 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,326 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,342 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,355 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,371 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,387 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,403 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,417 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 05:55:11,432 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,448 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,464 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,478 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,494 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,509 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,525 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,542 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,558 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,575 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,589 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,605 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,623 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,637 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,654 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,667 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,677 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,693 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,709 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,723 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:11,739 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:11,754 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 05:55:11,768 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 05:55:11,782 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 05:55:11,798 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,813 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,829 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,846 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,861 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,878 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,893 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,907 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,922 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,937 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 05:55:11,953 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,966 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,979 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:11,995 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:12,011 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:12,027 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:12,042 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 05:55:12,055 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,071 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,086 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,100 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,116 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,132 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,149 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,165 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,179 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,195 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,211 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,227 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,243 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,258 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,274 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,289 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,303 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,316 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,332 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,348 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,364 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,380 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,391 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,404 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,421 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,438 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,452 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,467 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,484 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,500 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,514 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,528 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,544 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,558 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,574 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,588 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,602 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,617 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 05:55:12,633 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,649 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,665 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,679 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,695 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 05:55:12,711 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:12,724 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 05:55:12,740 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 05:55:12,756 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 05:55:12,772 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,787 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,800 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,814 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,830 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:12,845 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,860 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:12,874 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:12,889 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:12,906 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:12,921 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:12,931 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 05:55:12,946 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:12,962 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,979 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 05:55:12,995 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:13,009 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:13,025 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:13,041 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 05:55:13,055 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,072 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,088 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,105 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,122 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,139 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,154 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,169 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,185 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,198 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,213 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,229 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,245 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,258 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,274 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,286 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,302 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 05:55:13,318 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 05:55:13,333 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,346 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 05:55:13,362 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 05:55:13,379 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,396 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,408 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,424 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,440 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,452 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,468 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,484 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,500 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,513 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,527 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 05:55:13,543 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 05:55:13,558 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,574 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,588 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,605 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,619 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,634 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,650 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:13,666 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:13,681 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:13,697 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,714 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,727 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,743 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,758 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,774 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,790 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,804 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,818 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,836 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,852 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,868 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,882 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,896 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,912 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,928 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,942 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,956 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,972 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:13,988 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,004 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,020 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,036 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,052 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,066 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,081 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,097 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,111 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,126 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,142 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,158 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,173 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,189 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 05:55:14,205 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,220 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,236 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,252 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,268 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,284 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,300 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 05:55:14,316 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,332 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,346 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 05:55:14,360 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 05:55:14,376 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,392 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,406 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,422 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,438 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,454 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,469 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,485 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,501 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,517 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,531 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,545 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,559 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,573 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,587 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,603 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,619 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,633 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:14,647 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,662 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,674 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,689 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:14,705 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,721 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,737 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,753 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,767 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,782 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:14,798 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,812 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,828 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,844 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,861 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,875 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,890 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,907 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,922 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,938 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,951 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,967 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,983 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:14,998 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 05:55:15,014 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,028 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,043 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,059 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,075 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,090 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,106 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,122 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,138 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,149 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,164 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,178 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,192 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,210 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,226 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,241 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,255 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,269 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,283 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,300 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,315 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,331 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,347 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,361 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,377 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,394 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,408 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,424 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,440 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,454 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,470 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,483 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,499 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,515 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,531 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,547 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,561 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,575 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,590 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,606 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,620 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,634 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,649 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,665 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,681 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,697 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,711 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,727 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,745 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,762 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,778 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,795 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,803 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,819 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,833 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,847 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,862 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,878 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,893 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,910 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,926 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,941 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:15,957 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,971 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:15,986 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:16,003 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 05:55:16,018 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 05:55:16,035 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 05:55:16,052 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 05:55:16,070 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,084 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,100 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,117 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,133 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,147 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,161 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,177 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,194 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,210 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,226 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,242 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,258 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,274 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,287 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,303 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,318 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,334 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,350 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,366 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,381 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,395 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,411 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,427 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,443 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,459 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,474 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,490 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,506 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,520 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,535 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,549 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,565 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,581 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,597 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,613 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:16,629 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,644 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,654 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,670 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,684 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,699 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,715 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,731 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,747 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,759 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,769 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,786 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,802 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,817 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,831 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,847 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,863 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,878 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,894 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,910 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,925 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,941 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:16,954 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,970 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:16,985 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,001 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,014 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,030 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,046 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,061 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,078 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:17,092 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:17,107 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 05:55:17,122 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 05:55:17,140 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 05:55:35,492 semantic_segmentation INFO: Iters: 38410/150000 || Lr: 0.015325 || Task Loss: 0.8483 || KD Loss: 0.2628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:17 || Estimated Time: 2 days, 7:36:02
2023-07-25 05:55:53,976 semantic_segmentation INFO: Iters: 38420/150000 || Lr: 0.015324 || Task Loss: 1.0865 || KD Loss: 0.4476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:36 || Estimated Time: 2 days, 7:35:45
2023-07-25 05:56:12,224 semantic_segmentation INFO: Iters: 38430/150000 || Lr: 0.015323 || Task Loss: 0.6762 || KD Loss: 0.1766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:54 || Estimated Time: 2 days, 7:35:29
2023-07-25 05:56:30,580 semantic_segmentation INFO: Iters: 38440/150000 || Lr: 0.015322 || Task Loss: 0.5169 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:12 || Estimated Time: 2 days, 7:35:12
2023-07-25 05:56:48,821 semantic_segmentation INFO: Iters: 38450/150000 || Lr: 0.015321 || Task Loss: 0.6930 || KD Loss: 0.1682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:31 || Estimated Time: 2 days, 7:34:55
2023-07-25 05:57:07,067 semantic_segmentation INFO: Iters: 38460/150000 || Lr: 0.015319 || Task Loss: 0.7156 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:49 || Estimated Time: 2 days, 7:34:38
2023-07-25 05:57:25,335 semantic_segmentation INFO: Iters: 38470/150000 || Lr: 0.015318 || Task Loss: 0.6267 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2413|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:07 || Estimated Time: 2 days, 7:34:21
2023-07-25 05:57:44,417 semantic_segmentation INFO: Iters: 38480/150000 || Lr: 0.015317 || Task Loss: 0.7476 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:26 || Estimated Time: 2 days, 7:34:06
2023-07-25 05:58:02,523 semantic_segmentation INFO: Iters: 38490/150000 || Lr: 0.015316 || Task Loss: 0.6370 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:44 || Estimated Time: 2 days, 7:33:49
2023-07-25 05:58:21,349 semantic_segmentation INFO: Iters: 38500/150000 || Lr: 0.015314 || Task Loss: 0.8669 || KD Loss: 0.3195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:03 || Estimated Time: 2 days, 7:33:33
2023-07-25 05:58:39,625 semantic_segmentation INFO: Iters: 38510/150000 || Lr: 0.015313 || Task Loss: 0.5875 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:21 || Estimated Time: 2 days, 7:33:16
2023-07-25 05:58:58,144 semantic_segmentation INFO: Iters: 38520/150000 || Lr: 0.015312 || Task Loss: 0.7741 || KD Loss: 0.2589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:40 || Estimated Time: 2 days, 7:33:00
2023-07-25 05:59:16,703 semantic_segmentation INFO: Iters: 38530/150000 || Lr: 0.015311 || Task Loss: 0.9202 || KD Loss: 0.3456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:58 || Estimated Time: 2 days, 7:32:44
2023-07-25 05:59:35,140 semantic_segmentation INFO: Iters: 38540/150000 || Lr: 0.015309 || Task Loss: 0.6384 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:17 || Estimated Time: 2 days, 7:32:27
2023-07-25 05:59:53,399 semantic_segmentation INFO: Iters: 38550/150000 || Lr: 0.015308 || Task Loss: 0.5713 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:35 || Estimated Time: 2 days, 7:32:10
2023-07-25 06:00:12,469 semantic_segmentation INFO: Iters: 38560/150000 || Lr: 0.015307 || Task Loss: 0.5245 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:54 || Estimated Time: 2 days, 7:31:56
2023-07-25 06:00:30,707 semantic_segmentation INFO: Iters: 38570/150000 || Lr: 0.015306 || Task Loss: 0.7896 || KD Loss: 0.2420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:12 || Estimated Time: 2 days, 7:31:39
2023-07-25 06:00:49,153 semantic_segmentation INFO: Iters: 38580/150000 || Lr: 0.015304 || Task Loss: 1.0256 || KD Loss: 0.3933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:31 || Estimated Time: 2 days, 7:31:22
2023-07-25 06:01:07,604 semantic_segmentation INFO: Iters: 38590/150000 || Lr: 0.015303 || Task Loss: 0.8800 || KD Loss: 0.3726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:49 || Estimated Time: 2 days, 7:31:06
2023-07-25 06:01:26,034 semantic_segmentation INFO: Iters: 38600/150000 || Lr: 0.015302 || Task Loss: 0.7836 || KD Loss: 0.2877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:08 || Estimated Time: 2 days, 7:30:49
2023-07-25 06:01:44,470 semantic_segmentation INFO: Iters: 38610/150000 || Lr: 0.015301 || Task Loss: 0.7259 || KD Loss: 0.2498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:26 || Estimated Time: 2 days, 7:30:33
2023-07-25 06:02:02,906 semantic_segmentation INFO: Iters: 38620/150000 || Lr: 0.015300 || Task Loss: 0.5983 || KD Loss: 0.1519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:45 || Estimated Time: 2 days, 7:30:16
2023-07-25 06:02:21,339 semantic_segmentation INFO: Iters: 38630/150000 || Lr: 0.015298 || Task Loss: 0.5739 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:03 || Estimated Time: 2 days, 7:30:00
2023-07-25 06:02:39,537 semantic_segmentation INFO: Iters: 38640/150000 || Lr: 0.015297 || Task Loss: 0.6303 || KD Loss: 0.1750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:21 || Estimated Time: 2 days, 7:29:42
2023-07-25 06:02:58,371 semantic_segmentation INFO: Iters: 38650/150000 || Lr: 0.015296 || Task Loss: 0.5613 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:40 || Estimated Time: 2 days, 7:29:27
2023-07-25 06:03:16,438 semantic_segmentation INFO: Iters: 38660/150000 || Lr: 0.015295 || Task Loss: 0.5977 || KD Loss: 0.2072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:58 || Estimated Time: 2 days, 7:29:10
2023-07-25 06:03:35,278 semantic_segmentation INFO: Iters: 38670/150000 || Lr: 0.015293 || Task Loss: 0.8326 || KD Loss: 0.3636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:17 || Estimated Time: 2 days, 7:28:54
2023-07-25 06:03:53,327 semantic_segmentation INFO: Iters: 38680/150000 || Lr: 0.015292 || Task Loss: 0.9032 || KD Loss: 0.2833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:35 || Estimated Time: 2 days, 7:28:37
2023-07-25 06:04:11,791 semantic_segmentation INFO: Iters: 38690/150000 || Lr: 0.015291 || Task Loss: 0.6519 || KD Loss: 0.2731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:54 || Estimated Time: 2 days, 7:28:20
2023-07-25 06:04:30,458 semantic_segmentation INFO: Iters: 38700/150000 || Lr: 0.015290 || Task Loss: 0.9861 || KD Loss: 0.4345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2432|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:12 || Estimated Time: 2 days, 7:28:04
2023-07-25 06:04:48,704 semantic_segmentation INFO: Iters: 38710/150000 || Lr: 0.015288 || Task Loss: 0.8090 || KD Loss: 0.2715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:30 || Estimated Time: 2 days, 7:27:47
2023-07-25 06:05:07,273 semantic_segmentation INFO: Iters: 38720/150000 || Lr: 0.015287 || Task Loss: 0.8966 || KD Loss: 0.3165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:49 || Estimated Time: 2 days, 7:27:31
2023-07-25 06:05:25,661 semantic_segmentation INFO: Iters: 38730/150000 || Lr: 0.015286 || Task Loss: 0.9616 || KD Loss: 0.3200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:07 || Estimated Time: 2 days, 7:27:14
2023-07-25 06:05:44,268 semantic_segmentation INFO: Iters: 38740/150000 || Lr: 0.015285 || Task Loss: 1.0096 || KD Loss: 0.4147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:26 || Estimated Time: 2 days, 7:26:58
2023-07-25 06:06:02,577 semantic_segmentation INFO: Iters: 38750/150000 || Lr: 0.015283 || Task Loss: 0.6262 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:44 || Estimated Time: 2 days, 7:26:41
2023-07-25 06:06:20,927 semantic_segmentation INFO: Iters: 38760/150000 || Lr: 0.015282 || Task Loss: 0.8606 || KD Loss: 0.3204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:03 || Estimated Time: 2 days, 7:26:25
2023-07-25 06:06:39,567 semantic_segmentation INFO: Iters: 38770/150000 || Lr: 0.015281 || Task Loss: 0.5285 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:21 || Estimated Time: 2 days, 7:26:09
2023-07-25 06:06:57,879 semantic_segmentation INFO: Iters: 38780/150000 || Lr: 0.015280 || Task Loss: 0.7241 || KD Loss: 0.2631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:40 || Estimated Time: 2 days, 7:25:52
2023-07-25 06:07:16,295 semantic_segmentation INFO: Iters: 38790/150000 || Lr: 0.015279 || Task Loss: 0.7964 || KD Loss: 0.2412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:58 || Estimated Time: 2 days, 7:25:35
2023-07-25 06:07:34,592 semantic_segmentation INFO: Iters: 38800/150000 || Lr: 0.015277 || Task Loss: 1.0062 || KD Loss: 0.3099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:16 || Estimated Time: 2 days, 7:25:18
2023-07-25 06:07:53,214 semantic_segmentation INFO: Iters: 38810/150000 || Lr: 0.015276 || Task Loss: 0.9655 || KD Loss: 0.4923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:35 || Estimated Time: 2 days, 7:25:02
2023-07-25 06:08:11,785 semantic_segmentation INFO: Iters: 38820/150000 || Lr: 0.015275 || Task Loss: 0.5973 || KD Loss: 0.1845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:54 || Estimated Time: 2 days, 7:24:46
2023-07-25 06:08:30,685 semantic_segmentation INFO: Iters: 38830/150000 || Lr: 0.015274 || Task Loss: 0.6279 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:12 || Estimated Time: 2 days, 7:24:31
2023-07-25 06:08:48,589 semantic_segmentation INFO: Iters: 38840/150000 || Lr: 0.015272 || Task Loss: 0.6995 || KD Loss: 0.2978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:30 || Estimated Time: 2 days, 7:24:13
2023-07-25 06:09:06,611 semantic_segmentation INFO: Iters: 38850/150000 || Lr: 0.015271 || Task Loss: 0.5613 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:48 || Estimated Time: 2 days, 7:23:55
2023-07-25 06:09:24,734 semantic_segmentation INFO: Iters: 38860/150000 || Lr: 0.015270 || Task Loss: 0.6543 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:07 || Estimated Time: 2 days, 7:23:38
2023-07-25 06:09:43,053 semantic_segmentation INFO: Iters: 38870/150000 || Lr: 0.015269 || Task Loss: 0.6324 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2381|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:25 || Estimated Time: 2 days, 7:23:21
2023-07-25 06:10:01,555 semantic_segmentation INFO: Iters: 38880/150000 || Lr: 0.015267 || Task Loss: 0.4690 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:43 || Estimated Time: 2 days, 7:23:05
2023-07-25 06:10:19,504 semantic_segmentation INFO: Iters: 38890/150000 || Lr: 0.015266 || Task Loss: 0.8706 || KD Loss: 0.3827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:01 || Estimated Time: 2 days, 7:22:47
2023-07-25 06:10:38,344 semantic_segmentation INFO: Iters: 38900/150000 || Lr: 0.015265 || Task Loss: 0.5881 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:20 || Estimated Time: 2 days, 7:22:31
2023-07-25 06:10:56,370 semantic_segmentation INFO: Iters: 38910/150000 || Lr: 0.015264 || Task Loss: 0.7090 || KD Loss: 0.2449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:38 || Estimated Time: 2 days, 7:22:14
2023-07-25 06:11:14,839 semantic_segmentation INFO: Iters: 38920/150000 || Lr: 0.015262 || Task Loss: 0.6902 || KD Loss: 0.2177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:57 || Estimated Time: 2 days, 7:21:57
2023-07-25 06:11:33,258 semantic_segmentation INFO: Iters: 38930/150000 || Lr: 0.015261 || Task Loss: 0.6264 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:15 || Estimated Time: 2 days, 7:21:40
2023-07-25 06:11:51,781 semantic_segmentation INFO: Iters: 38940/150000 || Lr: 0.015260 || Task Loss: 1.1513 || KD Loss: 0.4884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:34 || Estimated Time: 2 days, 7:21:24
2023-07-25 06:12:10,102 semantic_segmentation INFO: Iters: 38950/150000 || Lr: 0.015259 || Task Loss: 0.9319 || KD Loss: 0.3921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:52 || Estimated Time: 2 days, 7:21:07
2023-07-25 06:12:28,045 semantic_segmentation INFO: Iters: 38960/150000 || Lr: 0.015257 || Task Loss: 0.5794 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:10 || Estimated Time: 2 days, 7:20:49
2023-07-25 06:12:46,655 semantic_segmentation INFO: Iters: 38970/150000 || Lr: 0.015256 || Task Loss: 0.6760 || KD Loss: 0.2463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:28 || Estimated Time: 2 days, 7:20:33
2023-07-25 06:13:05,089 semantic_segmentation INFO: Iters: 38980/150000 || Lr: 0.015255 || Task Loss: 0.7454 || KD Loss: 0.2599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:47 || Estimated Time: 2 days, 7:20:17
2023-07-25 06:13:23,007 semantic_segmentation INFO: Iters: 38990/150000 || Lr: 0.015254 || Task Loss: 0.7559 || KD Loss: 0.2562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:05 || Estimated Time: 2 days, 7:19:59
2023-07-25 06:13:42,005 semantic_segmentation INFO: Iters: 39000/150000 || Lr: 0.015253 || Task Loss: 0.5261 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:24 || Estimated Time: 2 days, 7:19:44
2023-07-25 06:14:00,370 semantic_segmentation INFO: Iters: 39010/150000 || Lr: 0.015251 || Task Loss: 0.6677 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:42 || Estimated Time: 2 days, 7:19:27
2023-07-25 06:14:18,602 semantic_segmentation INFO: Iters: 39020/150000 || Lr: 0.015250 || Task Loss: 0.6826 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:00 || Estimated Time: 2 days, 7:19:10
2023-07-25 06:14:36,984 semantic_segmentation INFO: Iters: 39030/150000 || Lr: 0.015249 || Task Loss: 0.5829 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:19 || Estimated Time: 2 days, 7:18:54
2023-07-25 06:14:55,664 semantic_segmentation INFO: Iters: 39040/150000 || Lr: 0.015248 || Task Loss: 0.8680 || KD Loss: 0.2846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:37 || Estimated Time: 2 days, 7:18:37
2023-07-25 06:15:14,365 semantic_segmentation INFO: Iters: 39050/150000 || Lr: 0.015246 || Task Loss: 0.7312 || KD Loss: 0.2680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:56 || Estimated Time: 2 days, 7:18:22
2023-07-25 06:15:32,734 semantic_segmentation INFO: Iters: 39060/150000 || Lr: 0.015245 || Task Loss: 0.6938 || KD Loss: 0.2047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:15 || Estimated Time: 2 days, 7:18:05
2023-07-25 06:15:50,736 semantic_segmentation INFO: Iters: 39070/150000 || Lr: 0.015244 || Task Loss: 0.9412 || KD Loss: 0.3720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:33 || Estimated Time: 2 days, 7:17:47
2023-07-25 06:16:09,156 semantic_segmentation INFO: Iters: 39080/150000 || Lr: 0.015243 || Task Loss: 0.5096 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:51 || Estimated Time: 2 days, 7:17:31
2023-07-25 06:16:27,566 semantic_segmentation INFO: Iters: 39090/150000 || Lr: 0.015241 || Task Loss: 0.5780 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:09 || Estimated Time: 2 days, 7:17:14
2023-07-25 06:16:45,765 semantic_segmentation INFO: Iters: 39100/150000 || Lr: 0.015240 || Task Loss: 0.7102 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:28 || Estimated Time: 2 days, 7:16:57
2023-07-25 06:17:04,230 semantic_segmentation INFO: Iters: 39110/150000 || Lr: 0.015239 || Task Loss: 0.5642 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:46 || Estimated Time: 2 days, 7:16:40
2023-07-25 06:17:22,540 semantic_segmentation INFO: Iters: 39120/150000 || Lr: 0.015238 || Task Loss: 0.8589 || KD Loss: 0.3676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:04 || Estimated Time: 2 days, 7:16:23
2023-07-25 06:17:40,994 semantic_segmentation INFO: Iters: 39130/150000 || Lr: 0.015236 || Task Loss: 0.6777 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:23 || Estimated Time: 2 days, 7:16:07
2023-07-25 06:17:59,585 semantic_segmentation INFO: Iters: 39140/150000 || Lr: 0.015235 || Task Loss: 0.6597 || KD Loss: 0.2821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:41 || Estimated Time: 2 days, 7:15:51
2023-07-25 06:18:17,864 semantic_segmentation INFO: Iters: 39150/150000 || Lr: 0.015234 || Task Loss: 0.6511 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:00 || Estimated Time: 2 days, 7:15:34
2023-07-25 06:18:36,332 semantic_segmentation INFO: Iters: 39160/150000 || Lr: 0.015233 || Task Loss: 0.6385 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:18 || Estimated Time: 2 days, 7:15:17
2023-07-25 06:18:54,794 semantic_segmentation INFO: Iters: 39170/150000 || Lr: 0.015232 || Task Loss: 0.9144 || KD Loss: 0.2655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:37 || Estimated Time: 2 days, 7:15:01
2023-07-25 06:19:12,927 semantic_segmentation INFO: Iters: 39180/150000 || Lr: 0.015230 || Task Loss: 0.6195 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:55 || Estimated Time: 2 days, 7:14:43
2023-07-25 06:19:31,635 semantic_segmentation INFO: Iters: 39190/150000 || Lr: 0.015229 || Task Loss: 0.9173 || KD Loss: 0.2725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:13 || Estimated Time: 2 days, 7:14:27
2023-07-25 06:19:49,750 semantic_segmentation INFO: Iters: 39200/150000 || Lr: 0.015228 || Task Loss: 0.5181 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:32 || Estimated Time: 2 days, 7:14:10
2023-07-25 06:19:49,875 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 06:19:50,256 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.089
2023-07-25 06:19:50,284 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.132
2023-07-25 06:19:50,298 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.140
2023-07-25 06:19:50,314 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.141
2023-07-25 06:19:50,328 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.900, mIoU: 0.183
2023-07-25 06:19:50,342 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.912, mIoU: 0.229
2023-07-25 06:19:50,357 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.906, mIoU: 0.257
2023-07-25 06:19:50,373 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.915, mIoU: 0.268
2023-07-25 06:19:50,386 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.914, mIoU: 0.285
2023-07-25 06:19:50,401 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.907, mIoU: 0.283
2023-07-25 06:19:50,418 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.892, mIoU: 0.284
2023-07-25 06:19:50,436 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.901, mIoU: 0.329
2023-07-25 06:19:50,450 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.865, mIoU: 0.285
2023-07-25 06:19:50,466 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.868, mIoU: 0.280
2023-07-25 06:19:50,482 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.871, mIoU: 0.284
2023-07-25 06:19:50,497 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.874, mIoU: 0.284
2023-07-25 06:19:50,508 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.867, mIoU: 0.277
2023-07-25 06:19:50,523 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.866, mIoU: 0.275
2023-07-25 06:19:50,539 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.871, mIoU: 0.284
2023-07-25 06:19:50,557 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.873, mIoU: 0.323
2023-07-25 06:19:50,573 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.873, mIoU: 0.316
2023-07-25 06:19:50,591 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.875, mIoU: 0.325
2023-07-25 06:19:50,608 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.868, mIoU: 0.349
2023-07-25 06:19:50,626 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.868, mIoU: 0.345
2023-07-25 06:19:50,645 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.870, mIoU: 0.358
2023-07-25 06:19:50,661 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.873, mIoU: 0.371
2023-07-25 06:19:50,678 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.874, mIoU: 0.367
2023-07-25 06:19:50,692 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.877, mIoU: 0.367
2023-07-25 06:19:50,709 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.873, mIoU: 0.359
2023-07-25 06:19:50,725 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.877, mIoU: 0.359
2023-07-25 06:19:50,741 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.880, mIoU: 0.362
2023-07-25 06:19:50,758 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.884, mIoU: 0.363
2023-07-25 06:19:50,774 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.886, mIoU: 0.369
2023-07-25 06:19:50,790 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.887, mIoU: 0.366
2023-07-25 06:19:50,807 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.889, mIoU: 0.404
2023-07-25 06:19:50,824 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.891, mIoU: 0.405
2023-07-25 06:19:50,839 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.893, mIoU: 0.403
2023-07-25 06:19:50,852 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.895, mIoU: 0.443
2023-07-25 06:19:50,871 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.891, mIoU: 0.435
2023-07-25 06:19:50,885 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.891, mIoU: 0.437
2023-07-25 06:19:50,899 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.891, mIoU: 0.460
2023-07-25 06:19:50,915 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.894, mIoU: 0.459
2023-07-25 06:19:50,930 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.892, mIoU: 0.461
2023-07-25 06:19:50,945 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.893, mIoU: 0.461
2023-07-25 06:19:50,961 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.893, mIoU: 0.464
2023-07-25 06:19:50,977 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.894, mIoU: 0.467
2023-07-25 06:19:50,991 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.895, mIoU: 0.472
2023-07-25 06:19:51,005 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.895, mIoU: 0.472
2023-07-25 06:19:51,021 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-25 06:19:51,039 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.895, mIoU: 0.469
2023-07-25 06:19:51,056 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.895, mIoU: 0.468
2023-07-25 06:19:51,073 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.897, mIoU: 0.468
2023-07-25 06:19:51,088 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.898, mIoU: 0.465
2023-07-25 06:19:51,105 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-25 06:19:51,122 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-25 06:19:51,136 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.894, mIoU: 0.457
2023-07-25 06:19:51,153 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.895, mIoU: 0.456
2023-07-25 06:19:51,171 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.897, mIoU: 0.454
2023-07-25 06:19:51,186 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.897, mIoU: 0.453
2023-07-25 06:19:51,202 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.890, mIoU: 0.484
2023-07-25 06:19:51,216 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.889, mIoU: 0.468
2023-07-25 06:19:51,233 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.890, mIoU: 0.465
2023-07-25 06:19:51,247 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.891, mIoU: 0.465
2023-07-25 06:19:51,267 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.893, mIoU: 0.473
2023-07-25 06:19:51,281 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.894, mIoU: 0.480
2023-07-25 06:19:51,297 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.895, mIoU: 0.480
2023-07-25 06:19:51,314 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.896, mIoU: 0.481
2023-07-25 06:19:51,328 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.895, mIoU: 0.508
2023-07-25 06:19:51,344 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.896, mIoU: 0.508
2023-07-25 06:19:51,361 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.894, mIoU: 0.510
2023-07-25 06:19:51,378 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.895, mIoU: 0.535
2023-07-25 06:19:51,392 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.896, mIoU: 0.535
2023-07-25 06:19:51,408 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.895, mIoU: 0.527
2023-07-25 06:19:51,425 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.895, mIoU: 0.526
2023-07-25 06:19:51,441 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.896, mIoU: 0.532
2023-07-25 06:19:51,457 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.897, mIoU: 0.531
2023-07-25 06:19:51,473 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.892, mIoU: 0.526
2023-07-25 06:19:51,483 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.891, mIoU: 0.525
2023-07-25 06:19:51,500 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 06:19:51,518 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 06:19:51,533 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 06:19:51,550 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 06:19:51,567 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:19:51,584 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:19:51,601 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:19:51,618 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 06:19:51,635 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:19:51,651 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-25 06:19:51,668 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:19:51,682 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:19:51,699 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:19:51,716 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-25 06:19:51,732 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 06:19:51,748 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 06:19:51,764 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 06:19:51,781 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 06:19:51,795 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.871, mIoU: 0.476
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2023-07-25 06:19:55,341 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.868, mIoU: 0.469
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2023-07-25 06:19:58,013 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-25 06:19:58,028 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.875, mIoU: 0.474
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2023-07-25 06:19:58,061 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.875, mIoU: 0.476
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2023-07-25 06:19:58,093 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.875, mIoU: 0.477
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2023-07-25 06:19:58,124 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-25 06:19:58,141 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-25 06:19:58,158 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.876, mIoU: 0.478
2023-07-25 06:19:58,175 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.875, mIoU: 0.477
2023-07-25 06:19:58,190 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.875, mIoU: 0.477
2023-07-25 06:19:58,204 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.875, mIoU: 0.477
2023-07-25 06:19:58,220 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-25 06:19:58,237 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.875, mIoU: 0.476
2023-07-25 06:19:58,252 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.875, mIoU: 0.476
2023-07-25 06:19:58,267 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.875, mIoU: 0.476
2023-07-25 06:19:58,285 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.876, mIoU: 0.481
2023-07-25 06:19:58,301 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.876, mIoU: 0.480
2023-07-25 06:19:58,317 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-25 06:19:58,331 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.875, mIoU: 0.479
2023-07-25 06:19:58,346 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.875, mIoU: 0.479
2023-07-25 06:19:58,362 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 06:19:58,378 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 06:19:58,394 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-25 06:19:58,410 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-25 06:19:58,424 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.876, mIoU: 0.482
2023-07-25 06:19:58,440 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-25 06:19:58,456 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.876, mIoU: 0.482
2023-07-25 06:19:58,470 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:19:58,485 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:19:58,498 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:19:58,514 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:19:58,528 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:19:58,540 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 06:19:58,553 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 06:19:58,569 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-25 06:19:58,585 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-25 06:19:58,601 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 06:19:58,618 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 06:19:58,627 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 06:19:58,643 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 06:19:58,660 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 06:19:58,677 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:19:58,693 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:19:58,710 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,724 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,738 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:19:58,755 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,771 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,787 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,800 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:19:58,815 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:19:58,831 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:19:58,846 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.877, mIoU: 0.491
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2023-07-25 06:19:58,876 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:19:58,892 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:19:58,909 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:19:58,926 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:19:58,940 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:19:58,957 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:58,973 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:19:58,987 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:19:59,003 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,019 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,034 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,050 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.877, mIoU: 0.489
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2023-07-25 06:19:59,081 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,096 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,114 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,125 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,140 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,157 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,170 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,186 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,200 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,216 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,232 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,247 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.877, mIoU: 0.487
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2023-07-25 06:19:59,368 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:19:59,382 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,398 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:19:59,415 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-25 06:19:59,429 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-25 06:19:59,446 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-25 06:19:59,462 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,479 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,495 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,511 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.878, mIoU: 0.490
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2023-07-25 06:19:59,539 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,556 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,571 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,587 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,603 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,615 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,631 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-25 06:19:59,647 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-25 06:19:59,663 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-25 06:19:59,677 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-25 06:19:59,693 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-25 06:19:59,708 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-25 06:19:59,724 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-25 06:19:59,739 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.879, mIoU: 0.492
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2023-07-25 06:19:59,771 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-25 06:19:59,786 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.879, mIoU: 0.493
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2023-07-25 06:19:59,818 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.880, mIoU: 0.494
2023-07-25 06:19:59,832 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.880, mIoU: 0.494
2023-07-25 06:19:59,848 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.878, mIoU: 0.493
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2023-07-25 06:19:59,880 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-25 06:19:59,893 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-25 06:19:59,910 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:19:59,924 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:19:59,940 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:19:59,955 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,972 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:19:59,987 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,003 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,019 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,034 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:20:00,049 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:20:00,064 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:20:00,079 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:20:00,099 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,114 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:20:00,130 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:20:00,141 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:20:00,154 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:20:00,170 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:20:00,184 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:20:00,199 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,213 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:20:00,228 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:20:00,245 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:20:00,263 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,280 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,297 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:20:00,311 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:20:00,327 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:20:00,341 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:20:00,357 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,374 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,390 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.878, mIoU: 0.491
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2023-07-25 06:20:00,423 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,439 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 06:20:00,453 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,469 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:20:00,485 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:20:00,499 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.878, mIoU: 0.494
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2023-07-25 06:20:01,083 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 06:20:01,099 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,116 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,132 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,148 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,162 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:01,179 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:01,195 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,214 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,231 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:01,247 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:01,263 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:01,277 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 06:20:01,291 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 06:20:01,305 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,321 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,338 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 06:20:01,352 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 06:20:01,365 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,381 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:01,396 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:01,412 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,427 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,443 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,457 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:01,474 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,488 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,503 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,520 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,535 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,552 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,566 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,583 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,600 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,613 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.881, mIoU: 0.498
2023-07-25 06:20:01,627 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.881, mIoU: 0.498
2023-07-25 06:20:01,644 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,660 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:01,676 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.881, mIoU: 0.498
2023-07-25 06:20:01,692 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,705 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,719 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,734 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,748 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,764 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:01,782 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,796 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,812 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,826 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,842 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,858 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,872 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:01,886 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,902 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,918 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,932 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,948 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,964 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,979 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:01,993 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,009 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:02,026 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,043 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,057 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,073 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,087 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,104 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,118 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,133 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,149 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,166 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,179 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,196 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,213 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,230 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,246 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,260 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,274 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,289 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:02,304 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,317 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:02,332 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:02,349 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,363 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,377 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:02,392 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,409 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:02,425 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:02,441 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,455 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,469 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,485 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,501 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,518 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,534 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,548 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,562 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,574 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,591 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,607 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:02,623 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:02,638 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:02,650 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:02,664 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:02,680 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:02,696 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,710 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,726 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,740 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:02,757 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,771 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,786 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,800 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.880, mIoU: 0.496
2023-07-25 06:20:02,816 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.880, mIoU: 0.496
2023-07-25 06:20:02,832 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.880, mIoU: 0.496
2023-07-25 06:20:02,846 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:02,863 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:02,879 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:02,896 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,912 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,929 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,946 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,962 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:02,978 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:02,994 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 06:20:03,011 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,025 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,040 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,054 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,072 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,087 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,105 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,122 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,134 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,150 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,168 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,184 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,198 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,215 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,231 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,245 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,260 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,277 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,293 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,307 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,320 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,338 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,354 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 06:20:03,370 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 06:20:03,384 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.880, mIoU: 0.498
2023-07-25 06:20:03,400 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:03,416 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,432 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,448 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,462 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,478 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,492 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,508 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:03,523 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:03,537 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,554 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:03,568 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:03,584 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,600 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,616 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,631 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,647 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,663 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,678 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,694 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,710 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,726 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:03,742 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,752 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,767 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:03,781 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,797 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,813 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,829 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,843 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,859 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,874 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,889 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,907 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,924 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,938 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,955 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,972 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:03,988 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,002 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,019 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,035 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,053 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,067 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:04,083 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:04,100 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:04,113 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:04,128 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,144 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,158 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,172 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,186 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,201 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,217 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,232 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:04,248 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,263 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,279 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,292 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,306 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:04,321 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,336 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,350 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,367 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,383 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,400 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,417 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,432 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,446 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,464 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,480 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,495 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,511 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,526 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,542 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,557 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,574 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,590 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,606 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:04,616 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,632 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,649 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,663 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,678 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,693 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,709 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,722 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 06:20:04,739 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,755 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 06:20:04,772 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,788 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,805 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,823 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,840 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,854 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,871 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,887 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 06:20:04,904 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 06:20:04,918 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,934 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,951 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,967 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,974 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:04,989 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:05,003 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 06:20:05,017 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:05,029 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:05,045 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:05,060 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 06:20:05,075 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 06:20:05,088 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,101 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 06:20:05,117 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,129 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 06:20:05,146 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,160 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,177 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,193 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,210 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,227 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,239 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,254 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,270 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,287 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,303 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,320 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,334 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,344 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,356 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,370 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,382 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,397 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,411 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:05,426 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:05,442 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,458 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,472 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:05,488 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,504 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,519 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:05,535 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:05,551 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,566 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:05,583 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,600 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,614 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,629 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,645 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,659 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,676 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,690 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,707 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:05,723 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,742 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,759 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,772 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,789 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:05,804 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 06:20:05,820 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,836 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,849 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,863 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,879 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,894 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.883, mIoU: 0.506
2023-07-25 06:20:05,910 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.883, mIoU: 0.506
2023-07-25 06:20:05,925 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 06:20:05,941 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.883, mIoU: 0.506
2023-07-25 06:20:05,957 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.883, mIoU: 0.506
2023-07-25 06:20:05,974 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 06:20:05,990 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 06:20:06,004 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 06:20:06,021 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:06,032 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:06,046 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:06,062 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:06,075 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 06:20:06,092 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 06:20:06,108 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,124 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,141 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,158 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,174 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,190 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 06:20:06,203 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,219 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,233 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,249 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,265 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,278 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,294 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,307 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.880, mIoU: 0.499
2023-07-25 06:20:06,323 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,338 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,354 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,370 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,386 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,400 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,414 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,430 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 06:20:06,444 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 06:20:06,458 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 06:20:06,475 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,491 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,506 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,520 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,534 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:06,550 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:06,566 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:06,583 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:06,598 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,612 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,628 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 06:20:06,645 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:06,661 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:06,678 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:06,694 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 06:20:06,710 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:06,725 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:06,741 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:06,758 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 06:20:06,773 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,789 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 06:20:06,804 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,818 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,835 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,851 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,867 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 06:20:06,880 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,896 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,911 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,928 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,942 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:06,958 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:06,974 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 06:20:06,990 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,006 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,023 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:07,039 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,053 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 06:20:07,069 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,086 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,100 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:07,116 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:07,129 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:07,138 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 06:20:07,154 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.879, mIoU: 0.503
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2023-07-25 06:20:07,276 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.879, mIoU: 0.501
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2023-07-25 06:20:07,310 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.879, mIoU: 0.502
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2023-07-25 06:20:07,403 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.879, mIoU: 0.501
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2023-07-25 06:20:08,055 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.880, mIoU: 0.503
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2023-07-25 06:20:08,176 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 06:20:08,189 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 06:20:08,204 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.880, mIoU: 0.503
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2023-07-25 06:20:08,633 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:08,648 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:08,662 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:08,677 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 06:20:08,693 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.879, mIoU: 0.504
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2023-07-25 06:20:08,722 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 06:20:08,738 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.878, mIoU: 0.503
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2023-07-25 06:20:08,781 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 06:20:08,796 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 06:20:08,810 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.878, mIoU: 0.503
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2023-07-25 06:20:08,871 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.878, mIoU: 0.503
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2023-07-25 06:20:08,931 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 06:20:08,948 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 06:20:08,963 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 06:20:08,977 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.878, mIoU: 0.503
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2023-07-25 06:20:09,006 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 06:20:09,021 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 06:20:09,037 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 06:20:09,050 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 06:20:09,067 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 06:20:09,080 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 06:20:09,094 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 06:20:09,110 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 06:20:09,125 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 06:20:09,141 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 06:20:09,156 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 06:20:09,173 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 06:20:09,187 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 06:20:09,203 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:09,217 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:09,233 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.877, mIoU: 0.500
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2023-07-25 06:20:09,263 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:09,277 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.877, mIoU: 0.500
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2023-07-25 06:20:09,326 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:09,341 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:09,355 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.877, mIoU: 0.498
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2023-07-25 06:20:09,401 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.877, mIoU: 0.498
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2023-07-25 06:20:09,430 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.877, mIoU: 0.497
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2023-07-25 06:20:09,555 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.877, mIoU: 0.498
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2023-07-25 06:20:10,132 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:10,147 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,163 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,179 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,194 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,210 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,223 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,239 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:10,255 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,269 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,285 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,302 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,319 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,333 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,349 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,366 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,381 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,397 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,411 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,427 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,443 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,459 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,475 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,488 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,504 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,520 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,536 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,551 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,567 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,583 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,599 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,609 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,625 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,638 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,652 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,669 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 06:20:10,685 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,701 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,714 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,728 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,742 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,759 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:10,774 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,789 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,805 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:10,819 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.877, mIoU: 0.500
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2023-07-25 06:20:10,851 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,865 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,881 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,897 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,911 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,927 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,940 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,957 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,973 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 06:20:10,989 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:11,005 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:11,019 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:11,034 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:11,049 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 06:20:11,065 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,080 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,095 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,109 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,125 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,141 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,157 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,171 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,187 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,205 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,222 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,238 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,255 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,263 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,279 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,292 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.876, mIoU: 0.499
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2023-07-25 06:20:11,338 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 06:20:11,353 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,369 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 06:20:11,386 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.876, mIoU: 0.498
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2023-07-25 06:20:11,431 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.876, mIoU: 0.497
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2023-07-25 06:20:11,463 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 06:20:11,479 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,496 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,512 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,530 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,544 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,560 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,576 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,592 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,606 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 06:20:11,620 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 06:20:11,636 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 06:20:11,652 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 06:20:11,668 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 06:20:11,684 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:11,700 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:20:11,715 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:11,731 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:11,744 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,760 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,773 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,789 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,805 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,820 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,836 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,849 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,865 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,880 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,896 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,913 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 06:20:11,976 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:11,992 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,007 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,023 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,039 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,056 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,073 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:20:12,089 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:20:12,104 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,114 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,129 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:20:12,143 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,159 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 06:20:12,174 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,189 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,205 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,218 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,228 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,245 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,260 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,275 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 06:20:12,289 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 06:20:12,304 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 06:20:12,320 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,335 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,351 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,367 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,382 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,398 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,412 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,428 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,444 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,460 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,474 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,490 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,506 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,521 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 06:20:12,537 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 06:20:12,551 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 06:20:12,565 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 06:20:12,581 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 06:20:12,598 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:20:30,170 semantic_segmentation INFO: Iters: 39210/150000 || Lr: 0.015227 || Task Loss: 0.5072 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:12 || Estimated Time: 2 days, 7:14:56
2023-07-25 06:20:48,402 semantic_segmentation INFO: Iters: 39220/150000 || Lr: 0.015225 || Task Loss: 0.7514 || KD Loss: 0.2472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:30 || Estimated Time: 2 days, 7:14:38
2023-07-25 06:21:06,785 semantic_segmentation INFO: Iters: 39230/150000 || Lr: 0.015224 || Task Loss: 0.5716 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:49 || Estimated Time: 2 days, 7:14:22
2023-07-25 06:21:25,103 semantic_segmentation INFO: Iters: 39240/150000 || Lr: 0.015223 || Task Loss: 0.5859 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:07 || Estimated Time: 2 days, 7:14:05
2023-07-25 06:21:43,529 semantic_segmentation INFO: Iters: 39250/150000 || Lr: 0.015222 || Task Loss: 0.5388 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:25 || Estimated Time: 2 days, 7:13:48
2023-07-25 06:22:01,641 semantic_segmentation INFO: Iters: 39260/150000 || Lr: 0.015220 || Task Loss: 0.9849 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2357|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:43 || Estimated Time: 2 days, 7:13:31
2023-07-25 06:22:20,262 semantic_segmentation INFO: Iters: 39270/150000 || Lr: 0.015219 || Task Loss: 0.4691 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:02 || Estimated Time: 2 days, 7:13:15
2023-07-25 06:22:38,572 semantic_segmentation INFO: Iters: 39280/150000 || Lr: 0.015218 || Task Loss: 0.9600 || KD Loss: 0.3749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:20 || Estimated Time: 2 days, 7:12:58
2023-07-25 06:22:57,303 semantic_segmentation INFO: Iters: 39290/150000 || Lr: 0.015217 || Task Loss: 0.8371 || KD Loss: 0.3065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:39 || Estimated Time: 2 days, 7:12:42
2023-07-25 06:23:15,740 semantic_segmentation INFO: Iters: 39300/150000 || Lr: 0.015215 || Task Loss: 0.5708 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:58 || Estimated Time: 2 days, 7:12:25
2023-07-25 06:23:34,099 semantic_segmentation INFO: Iters: 39310/150000 || Lr: 0.015214 || Task Loss: 0.7413 || KD Loss: 0.2726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:16 || Estimated Time: 2 days, 7:12:08
2023-07-25 06:23:52,706 semantic_segmentation INFO: Iters: 39320/150000 || Lr: 0.015213 || Task Loss: 0.4075 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:34 || Estimated Time: 2 days, 7:11:52
2023-07-25 06:24:11,077 semantic_segmentation INFO: Iters: 39330/150000 || Lr: 0.015212 || Task Loss: 1.0251 || KD Loss: 0.3925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:53 || Estimated Time: 2 days, 7:11:36
2023-07-25 06:24:29,378 semantic_segmentation INFO: Iters: 39340/150000 || Lr: 0.015210 || Task Loss: 0.8142 || KD Loss: 0.2785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:11 || Estimated Time: 2 days, 7:11:19
2023-07-25 06:24:47,550 semantic_segmentation INFO: Iters: 39350/150000 || Lr: 0.015209 || Task Loss: 0.5401 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:29 || Estimated Time: 2 days, 7:11:01
2023-07-25 06:25:05,885 semantic_segmentation INFO: Iters: 39360/150000 || Lr: 0.015208 || Task Loss: 0.9095 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:48 || Estimated Time: 2 days, 7:10:44
2023-07-25 06:25:24,310 semantic_segmentation INFO: Iters: 39370/150000 || Lr: 0.015207 || Task Loss: 0.7810 || KD Loss: 0.2545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:06 || Estimated Time: 2 days, 7:10:28
2023-07-25 06:25:42,743 semantic_segmentation INFO: Iters: 39380/150000 || Lr: 0.015206 || Task Loss: 1.0741 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:25 || Estimated Time: 2 days, 7:10:11
2023-07-25 06:26:01,173 semantic_segmentation INFO: Iters: 39390/150000 || Lr: 0.015204 || Task Loss: 0.5637 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:43 || Estimated Time: 2 days, 7:09:54
2023-07-25 06:26:19,606 semantic_segmentation INFO: Iters: 39400/150000 || Lr: 0.015203 || Task Loss: 0.6492 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:01 || Estimated Time: 2 days, 7:09:38
2023-07-25 06:26:38,040 semantic_segmentation INFO: Iters: 39410/150000 || Lr: 0.015202 || Task Loss: 1.0130 || KD Loss: 0.3569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:20 || Estimated Time: 2 days, 7:09:21
2023-07-25 06:26:56,441 semantic_segmentation INFO: Iters: 39420/150000 || Lr: 0.015201 || Task Loss: 0.5196 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:38 || Estimated Time: 2 days, 7:09:05
2023-07-25 06:27:15,205 semantic_segmentation INFO: Iters: 39430/150000 || Lr: 0.015199 || Task Loss: 0.6660 || KD Loss: 0.2217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:57 || Estimated Time: 2 days, 7:08:49
2023-07-25 06:27:33,700 semantic_segmentation INFO: Iters: 39440/150000 || Lr: 0.015198 || Task Loss: 0.4553 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:15 || Estimated Time: 2 days, 7:08:32
2023-07-25 06:27:52,023 semantic_segmentation INFO: Iters: 39450/150000 || Lr: 0.015197 || Task Loss: 0.5952 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:34 || Estimated Time: 2 days, 7:08:15
2023-07-25 06:28:10,547 semantic_segmentation INFO: Iters: 39460/150000 || Lr: 0.015196 || Task Loss: 0.6859 || KD Loss: 0.1709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:52 || Estimated Time: 2 days, 7:07:59
2023-07-25 06:28:28,930 semantic_segmentation INFO: Iters: 39470/150000 || Lr: 0.015194 || Task Loss: 0.8043 || KD Loss: 0.2467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:11 || Estimated Time: 2 days, 7:07:42
2023-07-25 06:28:46,972 semantic_segmentation INFO: Iters: 39480/150000 || Lr: 0.015193 || Task Loss: 0.6547 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:29 || Estimated Time: 2 days, 7:07:25
2023-07-25 06:29:05,174 semantic_segmentation INFO: Iters: 39490/150000 || Lr: 0.015192 || Task Loss: 0.4826 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:47 || Estimated Time: 2 days, 7:07:07
2023-07-25 06:29:23,618 semantic_segmentation INFO: Iters: 39500/150000 || Lr: 0.015191 || Task Loss: 0.9148 || KD Loss: 0.3376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:05 || Estimated Time: 2 days, 7:06:51
2023-07-25 06:29:42,047 semantic_segmentation INFO: Iters: 39510/150000 || Lr: 0.015189 || Task Loss: 0.7448 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:24 || Estimated Time: 2 days, 7:06:34
2023-07-25 06:30:00,479 semantic_segmentation INFO: Iters: 39520/150000 || Lr: 0.015188 || Task Loss: 0.7600 || KD Loss: 0.2589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:42 || Estimated Time: 2 days, 7:06:18
2023-07-25 06:30:18,922 semantic_segmentation INFO: Iters: 39530/150000 || Lr: 0.015187 || Task Loss: 0.6954 || KD Loss: 0.2266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:01 || Estimated Time: 2 days, 7:06:01
2023-07-25 06:30:37,345 semantic_segmentation INFO: Iters: 39540/150000 || Lr: 0.015186 || Task Loss: 0.7083 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:19 || Estimated Time: 2 days, 7:05:44
2023-07-25 06:30:55,557 semantic_segmentation INFO: Iters: 39550/150000 || Lr: 0.015185 || Task Loss: 0.8705 || KD Loss: 0.3341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:37 || Estimated Time: 2 days, 7:05:27
2023-07-25 06:31:14,195 semantic_segmentation INFO: Iters: 39560/150000 || Lr: 0.015183 || Task Loss: 0.4391 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:56 || Estimated Time: 2 days, 7:05:11
2023-07-25 06:31:32,757 semantic_segmentation INFO: Iters: 39570/150000 || Lr: 0.015182 || Task Loss: 0.4648 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:15 || Estimated Time: 2 days, 7:04:55
2023-07-25 06:31:50,788 semantic_segmentation INFO: Iters: 39580/150000 || Lr: 0.015181 || Task Loss: 0.6908 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:33 || Estimated Time: 2 days, 7:04:37
2023-07-25 06:32:09,526 semantic_segmentation INFO: Iters: 39590/150000 || Lr: 0.015180 || Task Loss: 0.5704 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:51 || Estimated Time: 2 days, 7:04:21
2023-07-25 06:32:27,585 semantic_segmentation INFO: Iters: 39600/150000 || Lr: 0.015178 || Task Loss: 0.6278 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:09 || Estimated Time: 2 days, 7:04:04
2023-07-25 06:32:46,460 semantic_segmentation INFO: Iters: 39610/150000 || Lr: 0.015177 || Task Loss: 0.7228 || KD Loss: 0.2124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:28 || Estimated Time: 2 days, 7:03:48
2023-07-25 06:33:05,104 semantic_segmentation INFO: Iters: 39620/150000 || Lr: 0.015176 || Task Loss: 0.9709 || KD Loss: 0.4374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:47 || Estimated Time: 2 days, 7:03:32
2023-07-25 06:33:23,130 semantic_segmentation INFO: Iters: 39630/150000 || Lr: 0.015175 || Task Loss: 0.9453 || KD Loss: 0.3679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2486|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:05 || Estimated Time: 2 days, 7:03:14
2023-07-25 06:33:41,557 semantic_segmentation INFO: Iters: 39640/150000 || Lr: 0.015173 || Task Loss: 0.8325 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:23 || Estimated Time: 2 days, 7:02:58
2023-07-25 06:33:59,988 semantic_segmentation INFO: Iters: 39650/150000 || Lr: 0.015172 || Task Loss: 0.5018 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:42 || Estimated Time: 2 days, 7:02:41
2023-07-25 06:34:18,090 semantic_segmentation INFO: Iters: 39660/150000 || Lr: 0.015171 || Task Loss: 0.7516 || KD Loss: 0.3220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:00 || Estimated Time: 2 days, 7:02:23
2023-07-25 06:34:36,450 semantic_segmentation INFO: Iters: 39670/150000 || Lr: 0.015170 || Task Loss: 0.5963 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:18 || Estimated Time: 2 days, 7:02:07
2023-07-25 06:34:55,222 semantic_segmentation INFO: Iters: 39680/150000 || Lr: 0.015168 || Task Loss: 0.6531 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:37 || Estimated Time: 2 days, 7:01:51
2023-07-25 06:35:13,928 semantic_segmentation INFO: Iters: 39690/150000 || Lr: 0.015167 || Task Loss: 1.0546 || KD Loss: 0.4919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:56 || Estimated Time: 2 days, 7:01:35
2023-07-25 06:35:31,793 semantic_segmentation INFO: Iters: 39700/150000 || Lr: 0.015166 || Task Loss: 0.5003 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:14 || Estimated Time: 2 days, 7:01:17
2023-07-25 06:35:51,031 semantic_segmentation INFO: Iters: 39710/150000 || Lr: 0.015165 || Task Loss: 0.6897 || KD Loss: 0.2389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:33 || Estimated Time: 2 days, 7:01:02
2023-07-25 06:36:09,319 semantic_segmentation INFO: Iters: 39720/150000 || Lr: 0.015163 || Task Loss: 0.7291 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:51 || Estimated Time: 2 days, 7:00:45
2023-07-25 06:36:27,895 semantic_segmentation INFO: Iters: 39730/150000 || Lr: 0.015162 || Task Loss: 0.8679 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:10 || Estimated Time: 2 days, 7:00:29
2023-07-25 06:36:46,252 semantic_segmentation INFO: Iters: 39740/150000 || Lr: 0.015161 || Task Loss: 0.6538 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:28 || Estimated Time: 2 days, 7:00:12
2023-07-25 06:37:04,600 semantic_segmentation INFO: Iters: 39750/150000 || Lr: 0.015160 || Task Loss: 0.5716 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:46 || Estimated Time: 2 days, 6:59:55
2023-07-25 06:37:23,334 semantic_segmentation INFO: Iters: 39760/150000 || Lr: 0.015159 || Task Loss: 0.4795 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:05 || Estimated Time: 2 days, 6:59:40
2023-07-25 06:37:41,570 semantic_segmentation INFO: Iters: 39770/150000 || Lr: 0.015157 || Task Loss: 0.6184 || KD Loss: 0.2600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:23 || Estimated Time: 2 days, 6:59:22
2023-07-25 06:38:00,185 semantic_segmentation INFO: Iters: 39780/150000 || Lr: 0.015156 || Task Loss: 1.0791 || KD Loss: 0.3485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:42 || Estimated Time: 2 days, 6:59:06
2023-07-25 06:38:18,516 semantic_segmentation INFO: Iters: 39790/150000 || Lr: 0.015155 || Task Loss: 0.7442 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:00 || Estimated Time: 2 days, 6:58:49
2023-07-25 06:38:36,669 semantic_segmentation INFO: Iters: 39800/150000 || Lr: 0.015154 || Task Loss: 0.9837 || KD Loss: 0.2821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:18 || Estimated Time: 2 days, 6:58:32
2023-07-25 06:38:55,024 semantic_segmentation INFO: Iters: 39810/150000 || Lr: 0.015152 || Task Loss: 0.5636 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:37 || Estimated Time: 2 days, 6:58:15
2023-07-25 06:39:13,580 semantic_segmentation INFO: Iters: 39820/150000 || Lr: 0.015151 || Task Loss: 0.5244 || KD Loss: 0.1623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:55 || Estimated Time: 2 days, 6:57:59
2023-07-25 06:39:31,881 semantic_segmentation INFO: Iters: 39830/150000 || Lr: 0.015150 || Task Loss: 0.6189 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:14 || Estimated Time: 2 days, 6:57:42
2023-07-25 06:39:50,318 semantic_segmentation INFO: Iters: 39840/150000 || Lr: 0.015149 || Task Loss: 0.5537 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:32 || Estimated Time: 2 days, 6:57:25
2023-07-25 06:40:08,742 semantic_segmentation INFO: Iters: 39850/150000 || Lr: 0.015147 || Task Loss: 1.3872 || KD Loss: 0.5486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:51 || Estimated Time: 2 days, 6:57:08
2023-07-25 06:40:27,180 semantic_segmentation INFO: Iters: 39860/150000 || Lr: 0.015146 || Task Loss: 1.1103 || KD Loss: 0.4821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:09 || Estimated Time: 2 days, 6:56:52
2023-07-25 06:40:45,597 semantic_segmentation INFO: Iters: 39870/150000 || Lr: 0.015145 || Task Loss: 0.7362 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:27 || Estimated Time: 2 days, 6:56:35
2023-07-25 06:41:04,027 semantic_segmentation INFO: Iters: 39880/150000 || Lr: 0.015144 || Task Loss: 0.9796 || KD Loss: 0.3255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:46 || Estimated Time: 2 days, 6:56:18
2023-07-25 06:41:22,322 semantic_segmentation INFO: Iters: 39890/150000 || Lr: 0.015142 || Task Loss: 1.0160 || KD Loss: 0.3646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:04 || Estimated Time: 2 days, 6:56:01
2023-07-25 06:41:40,634 semantic_segmentation INFO: Iters: 39900/150000 || Lr: 0.015141 || Task Loss: 0.8037 || KD Loss: 0.2759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:22 || Estimated Time: 2 days, 6:55:44
2023-07-25 06:41:59,117 semantic_segmentation INFO: Iters: 39910/150000 || Lr: 0.015140 || Task Loss: 0.6218 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:41 || Estimated Time: 2 days, 6:55:28
2023-07-25 06:42:17,750 semantic_segmentation INFO: Iters: 39920/150000 || Lr: 0.015139 || Task Loss: 0.5341 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:00 || Estimated Time: 2 days, 6:55:12
2023-07-25 06:42:35,660 semantic_segmentation INFO: Iters: 39930/150000 || Lr: 0.015137 || Task Loss: 0.6557 || KD Loss: 0.2322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:17 || Estimated Time: 2 days, 6:54:54
2023-07-25 06:42:54,693 semantic_segmentation INFO: Iters: 39940/150000 || Lr: 0.015136 || Task Loss: 0.8202 || KD Loss: 0.3441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:36 || Estimated Time: 2 days, 6:54:39
2023-07-25 06:43:13,396 semantic_segmentation INFO: Iters: 39950/150000 || Lr: 0.015135 || Task Loss: 0.5157 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:55 || Estimated Time: 2 days, 6:54:23
2023-07-25 06:43:31,832 semantic_segmentation INFO: Iters: 39960/150000 || Lr: 0.015134 || Task Loss: 0.6368 || KD Loss: 0.2231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:14 || Estimated Time: 2 days, 6:54:06
2023-07-25 06:43:50,269 semantic_segmentation INFO: Iters: 39970/150000 || Lr: 0.015133 || Task Loss: 0.6450 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:32 || Estimated Time: 2 days, 6:53:49
2023-07-25 06:44:08,701 semantic_segmentation INFO: Iters: 39980/150000 || Lr: 0.015131 || Task Loss: 0.7638 || KD Loss: 0.2479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:50 || Estimated Time: 2 days, 6:53:33
2023-07-25 06:44:26,900 semantic_segmentation INFO: Iters: 39990/150000 || Lr: 0.015130 || Task Loss: 0.6929 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:09 || Estimated Time: 2 days, 6:53:15
2023-07-25 06:44:45,344 semantic_segmentation INFO: Iters: 40000/150000 || Lr: 0.015129 || Task Loss: 0.8719 || KD Loss: 0.2975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:27 || Estimated Time: 2 days, 6:52:59
2023-07-25 06:44:45,468 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 06:44:45,858 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 06:44:45,883 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.134
2023-07-25 06:44:45,896 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.147
2023-07-25 06:44:45,911 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.147
2023-07-25 06:44:45,925 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.933, mIoU: 0.209
2023-07-25 06:44:45,938 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.936, mIoU: 0.250
2023-07-25 06:44:45,953 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.935, mIoU: 0.285
2023-07-25 06:44:45,968 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.292
2023-07-25 06:44:45,981 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.334
2023-07-25 06:44:45,996 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.928, mIoU: 0.342
2023-07-25 06:44:46,011 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.342
2023-07-25 06:44:46,026 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.915, mIoU: 0.342
2023-07-25 06:44:46,039 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.877, mIoU: 0.338
2023-07-25 06:44:46,055 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.879, mIoU: 0.326
2023-07-25 06:44:46,072 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.880, mIoU: 0.323
2023-07-25 06:44:46,086 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.319
2023-07-25 06:44:46,098 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.876, mIoU: 0.309
2023-07-25 06:44:46,112 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.869, mIoU: 0.303
2023-07-25 06:44:46,128 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.871, mIoU: 0.306
2023-07-25 06:44:46,146 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.874, mIoU: 0.349
2023-07-25 06:44:46,162 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.880, mIoU: 0.351
2023-07-25 06:44:46,179 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.881, mIoU: 0.361
2023-07-25 06:44:46,195 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.879, mIoU: 0.392
2023-07-25 06:44:46,212 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.879, mIoU: 0.373
2023-07-25 06:44:46,230 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.871, mIoU: 0.362
2023-07-25 06:44:46,245 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.870, mIoU: 0.370
2023-07-25 06:44:46,262 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.871, mIoU: 0.367
2023-07-25 06:44:46,275 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.367
2023-07-25 06:44:46,292 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.871, mIoU: 0.359
2023-07-25 06:44:46,309 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.876, mIoU: 0.359
2023-07-25 06:44:46,325 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.879, mIoU: 0.360
2023-07-25 06:44:46,343 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.882, mIoU: 0.361
2023-07-25 06:44:46,359 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.882, mIoU: 0.359
2023-07-25 06:44:46,376 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.882, mIoU: 0.357
2023-07-25 06:44:46,392 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.884, mIoU: 0.373
2023-07-25 06:44:46,409 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.375
2023-07-25 06:44:46,424 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.889, mIoU: 0.375
2023-07-25 06:44:46,438 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.891, mIoU: 0.412
2023-07-25 06:44:46,455 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.889, mIoU: 0.412
2023-07-25 06:44:46,469 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.889, mIoU: 0.411
2023-07-25 06:44:46,483 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.889, mIoU: 0.432
2023-07-25 06:44:46,499 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.892, mIoU: 0.432
2023-07-25 06:44:46,515 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.435
2023-07-25 06:44:46,529 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.891, mIoU: 0.435
2023-07-25 06:44:46,545 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.891, mIoU: 0.437
2023-07-25 06:44:46,561 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.892, mIoU: 0.443
2023-07-25 06:44:46,575 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.893, mIoU: 0.451
2023-07-25 06:44:46,588 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.894, mIoU: 0.452
2023-07-25 06:44:46,603 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.895, mIoU: 0.454
2023-07-25 06:44:46,620 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.894, mIoU: 0.450
2023-07-25 06:44:46,637 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.892, mIoU: 0.449
2023-07-25 06:44:46,652 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.895, mIoU: 0.448
2023-07-25 06:44:46,667 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.447
2023-07-25 06:44:46,684 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.895, mIoU: 0.444
2023-07-25 06:44:46,700 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.895, mIoU: 0.447
2023-07-25 06:44:46,714 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.892, mIoU: 0.441
2023-07-25 06:44:46,731 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.891, mIoU: 0.438
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2023-07-25 06:44:52,936 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 06:44:52,953 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.871, mIoU: 0.462
2023-07-25 06:44:52,970 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 06:44:52,986 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 06:44:52,995 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 06:44:53,006 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 06:44:53,020 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.870, mIoU: 0.463
2023-07-25 06:44:53,034 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.870, mIoU: 0.463
2023-07-25 06:44:53,050 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.870, mIoU: 0.463
2023-07-25 06:44:53,063 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.871, mIoU: 0.464
2023-07-25 06:44:53,079 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.871, mIoU: 0.466
2023-07-25 06:44:53,096 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.871, mIoU: 0.466
2023-07-25 06:44:53,111 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 06:44:53,127 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 06:44:53,142 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 06:44:53,156 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 06:44:53,171 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 06:44:53,187 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 06:44:53,201 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 06:44:53,218 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 06:44:53,230 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 06:44:53,246 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 06:44:53,261 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 06:44:53,277 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.872, mIoU: 0.471
2023-07-25 06:44:53,293 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.872, mIoU: 0.471
2023-07-25 06:44:53,309 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 06:44:53,319 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 06:44:53,333 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 06:44:53,349 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 06:44:53,365 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 06:44:53,378 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 06:44:53,392 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-25 06:44:53,406 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 06:44:53,423 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 06:44:53,440 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 06:44:53,455 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 06:44:53,465 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 06:44:53,481 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 06:44:53,497 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-25 06:44:53,511 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-25 06:44:53,527 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-25 06:44:53,543 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-25 06:44:53,557 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-25 06:44:53,574 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-25 06:44:53,588 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 06:44:53,605 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,621 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,638 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-25 06:44:53,655 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,670 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,684 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,700 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:44:53,716 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,731 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 06:44:53,746 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.875, mIoU: 0.481
2023-07-25 06:44:53,763 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-25 06:44:53,779 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:44:53,795 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:53,808 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 06:44:53,823 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:53,839 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:53,855 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:53,871 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 06:44:53,887 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 06:44:53,901 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:44:53,917 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 06:44:53,932 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 06:44:53,946 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:53,962 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:53,974 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:44:53,989 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:44:54,003 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,015 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:44:54,028 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:44:54,045 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:44:54,061 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:44:54,078 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:44:54,094 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:44:54,103 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:44:54,120 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:44:54,136 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,153 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,169 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:44:54,185 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,199 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,213 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,229 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,245 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:54,261 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:54,275 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,289 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,305 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,320 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,335 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,349 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,364 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,380 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,397 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,410 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,427 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:54,444 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:54,458 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:54,475 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,491 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,507 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,523 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,538 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,554 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,571 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:54,589 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:54,600 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:54,616 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:54,633 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:54,646 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,662 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,676 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,692 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,708 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:54,724 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,738 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,751 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 06:44:54,764 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 06:44:54,780 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 06:44:54,795 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,811 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 06:44:54,826 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 06:44:54,841 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:54,855 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,871 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,887 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,901 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,917 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,933 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 06:44:54,948 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:54,964 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:54,979 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:54,991 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,007 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,023 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,038 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,054 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,070 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,082 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,098 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,114 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,130 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,144 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,160 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,175 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 06:44:55,191 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-25 06:44:55,207 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-25 06:44:55,223 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:55,239 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:55,255 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:55,271 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 06:44:55,287 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 06:44:55,301 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-25 06:44:55,317 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 06:44:55,334 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 06:44:55,350 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 06:44:55,364 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 06:44:55,380 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 06:44:55,394 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 06:44:55,410 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 06:44:55,426 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 06:44:55,443 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 06:44:55,459 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 06:44:55,474 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-25 06:44:55,490 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 06:44:55,506 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 06:44:55,521 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 06:44:55,536 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 06:44:55,552 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.871, mIoU: 0.481
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2023-07-25 06:44:55,587 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 06:44:55,603 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 06:44:55,614 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.871, mIoU: 0.480
2023-07-25 06:44:55,627 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 06:44:55,643 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 06:44:55,657 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.871, mIoU: 0.479
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2023-07-25 06:44:55,687 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 06:44:55,701 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.872, mIoU: 0.478
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2023-07-25 06:44:55,767 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,781 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,796 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,810 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,826 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,842 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 06:44:55,858 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 06:44:55,874 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 06:44:55,890 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.872, mIoU: 0.481
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2023-07-25 06:44:55,920 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 06:44:55,936 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 06:44:55,952 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 06:44:55,966 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 06:44:55,980 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:55,994 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,011 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,026 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,040 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,056 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,073 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,090 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,104 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,118 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,127 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,143 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,161 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:56,177 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:56,194 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,211 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:56,227 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 06:44:56,245 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,261 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,275 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,291 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,306 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-25 06:44:56,322 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,338 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,351 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,365 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 06:44:56,378 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 06:44:56,393 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 06:44:56,406 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,420 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,434 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 06:44:56,448 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 06:44:56,464 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 06:44:56,476 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:56,491 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:56,506 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:56,518 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 06:44:56,534 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,550 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,566 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,581 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,597 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,613 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:56,626 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 06:44:56,642 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:56,659 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 06:44:56,677 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,694 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,711 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 06:44:56,728 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 06:44:56,743 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,757 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,771 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,788 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,806 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,820 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,835 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:56,851 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:56,866 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:56,882 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,899 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,915 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,929 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,945 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,959 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,974 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:56,990 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,005 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,022 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,036 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,052 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,068 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,082 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,096 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,113 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:57,129 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,146 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,162 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,175 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:57,189 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:57,204 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:57,219 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:57,235 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:57,253 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,268 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,284 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,298 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,314 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,330 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,344 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:57,358 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:57,375 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:57,391 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,404 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:57,420 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,436 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,451 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,464 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,480 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,496 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,514 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,528 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,543 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,556 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,573 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,586 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,600 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,616 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,632 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,645 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,661 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,678 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,694 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,710 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,724 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,738 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,753 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:57,768 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:57,782 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,796 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,813 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,827 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,842 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,857 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:57,874 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,891 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,908 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,922 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:57,936 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,952 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:57,968 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:57,984 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:57,999 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:58,013 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-25 06:44:58,027 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,038 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,055 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,071 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,085 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,100 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,112 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,125 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,141 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,157 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-25 06:44:58,171 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,187 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,201 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,218 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,232 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,249 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,262 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,279 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,295 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,309 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,325 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,341 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,357 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,373 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,390 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,406 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,422 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:58,437 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,452 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,468 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:58,482 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,496 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,509 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,527 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,542 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,560 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,577 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,589 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,605 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,623 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,639 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,654 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,671 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,687 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:58,701 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,717 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:58,734 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,750 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:58,764 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:58,776 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 06:44:58,795 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,811 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,827 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,841 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 06:44:58,857 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:58,873 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,889 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,905 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,919 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:58,936 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:58,950 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:58,967 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:58,982 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:58,996 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:59,014 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:59,028 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 06:44:59,044 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,060 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,076 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,092 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,108 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:59,124 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,139 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,156 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,172 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,188 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,205 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,215 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:59,231 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 06:44:59,244 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,260 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,276 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,292 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,306 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,322 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,338 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,353 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,370 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,387 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,401 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,418 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,434 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,450 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,464 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 06:44:59,480 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,496 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,512 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,526 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,542 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,558 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,571 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,587 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,603 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,617 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,632 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,646 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,661 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,677 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,693 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,709 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 06:44:59,726 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:44:59,742 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:44:59,756 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:44:59,769 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:44:59,785 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,799 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,813 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,829 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:44:59,844 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,860 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,877 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,890 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,904 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:44:59,920 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:44:59,936 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:44:59,949 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:44:59,965 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,979 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:44:59,996 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-25 06:45:00,011 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 06:45:00,028 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,044 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,060 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,070 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,087 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,103 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,117 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,133 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,149 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,165 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,178 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,194 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,210 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,226 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,242 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,257 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,274 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,290 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 06:45:00,303 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 06:45:00,319 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 06:45:00,334 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,349 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,362 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-25 06:45:00,378 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,395 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,411 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,418 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,433 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 06:45:00,447 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:45:00,460 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-25 06:45:00,473 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:45:00,489 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:45:00,505 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 06:45:00,521 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-25 06:45:00,533 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:00,547 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:00,563 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:00,574 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:00,590 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:45:00,604 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:00,620 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,636 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,652 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,667 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,679 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,693 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,708 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,724 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,740 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:00,755 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,768 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,779 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,791 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,805 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,817 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,833 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:00,847 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:00,863 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:00,880 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:00,896 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:00,911 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:00,927 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:00,942 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:00,958 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:00,974 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:00,990 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,005 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,021 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,037 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,051 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,065 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,081 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,094 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,111 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,124 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,140 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,156 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,174 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,191 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,205 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-25 06:45:01,222 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-25 06:45:01,238 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-25 06:45:01,254 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 06:45:01,270 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 06:45:01,285 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 06:45:01,299 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 06:45:01,315 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 06:45:01,331 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 06:45:01,347 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 06:45:01,363 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 06:45:01,379 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 06:45:01,395 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 06:45:01,411 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,427 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,440 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,456 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,467 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,481 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,497 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,510 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,526 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,541 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,557 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:01,573 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:01,590 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.877, mIoU: 0.491
2023-07-25 06:45:01,606 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,622 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,636 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,653 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:01,666 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.877, mIoU: 0.493
2023-07-25 06:45:01,682 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,698 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,712 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,728 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,742 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,758 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,774 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,790 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,806 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,822 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:01,835 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:45:01,849 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-25 06:45:01,865 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 06:45:01,879 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,893 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,909 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,924 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,940 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,953 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:01,967 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:01,983 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:01,999 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:02,015 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.878, mIoU: 0.494
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2023-07-25 06:45:02,077 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:02,094 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.878, mIoU: 0.494
2023-07-25 06:45:02,110 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:02,127 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:02,143 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:02,158 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 06:45:02,174 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.878, mIoU: 0.496
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2023-07-25 06:45:02,208 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:02,223 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 06:45:02,238 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:02,251 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 06:45:02,267 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.877, mIoU: 0.492
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2023-07-25 06:45:02,299 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.877, mIoU: 0.493
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2023-07-25 06:45:02,327 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.876, mIoU: 0.492
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2023-07-25 06:45:02,401 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 06:45:02,416 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.876, mIoU: 0.492
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2023-07-25 06:45:02,514 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 06:45:02,529 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.876, mIoU: 0.493
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2023-07-25 06:45:02,631 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.876, mIoU: 0.492
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2023-07-25 06:45:02,660 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.876, mIoU: 0.491
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2023-07-25 06:45:02,704 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 06:45:02,720 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 06:45:02,737 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.876, mIoU: 0.491
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2023-07-25 06:45:02,899 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.876, mIoU: 0.493
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2023-07-25 06:45:02,959 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 06:45:02,988 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.877, mIoU: 0.493
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2023-07-25 06:45:03,020 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 06:45:03,066 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.877, mIoU: 0.495
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2023-07-25 06:45:03,473 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.877, mIoU: 0.495
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2023-07-25 06:45:03,611 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 06:45:03,761 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 06:45:03,912 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 06:45:03,928 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.876, mIoU: 0.495
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2023-07-25 06:45:04,132 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.875, mIoU: 0.493
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2023-07-25 06:45:04,205 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 06:45:04,220 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.875, mIoU: 0.493
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2023-07-25 06:45:04,830 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.874, mIoU: 0.489
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2023-07-25 06:45:04,985 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:45:04,999 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.874, mIoU: 0.489
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2023-07-25 06:45:05,062 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:45:05,077 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 06:45:05,093 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:45:05,109 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:45:05,124 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 06:45:05,141 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 06:45:05,157 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,174 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,189 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 06:45:05,206 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 06:45:05,222 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,235 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,249 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,265 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,282 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,295 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,311 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,328 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,344 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,359 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 06:45:05,375 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 06:45:05,391 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.874, mIoU: 0.491
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2023-07-25 06:45:05,448 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.874, mIoU: 0.491
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2023-07-25 06:45:05,476 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:45:05,492 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:45:05,508 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:45:05,522 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:45:05,536 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.874, mIoU: 0.493
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2023-07-25 06:45:05,612 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 06:45:05,628 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.874, mIoU: 0.493
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2023-07-25 06:45:05,674 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.874, mIoU: 0.493
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2023-07-25 06:45:05,752 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 06:45:05,767 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 06:45:05,782 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.874, mIoU: 0.494
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2023-07-25 06:45:05,890 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:05,905 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:05,919 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:05,934 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 06:45:05,950 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 06:45:05,966 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:05,981 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:05,997 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 06:45:06,012 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,029 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,039 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,054 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,068 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:06,116 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,131 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:06,343 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 06:45:06,359 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.875, mIoU: 0.497
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2023-07-25 06:45:06,478 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,493 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,508 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,522 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,536 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 06:45:06,568 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,583 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 06:45:06,597 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,613 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,631 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:06,663 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 06:45:06,716 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 06:45:06,809 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 06:45:06,903 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,919 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:06,966 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 06:45:06,981 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:07,105 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:45:07,121 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:07,258 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:45:07,272 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 06:45:07,287 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 06:45:07,442 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 06:45:07,520 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 06:45:07,749 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.875, mIoU: 0.493
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2023-07-25 06:45:07,780 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.875, mIoU: 0.493
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2023-07-25 06:45:07,871 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 06:45:07,946 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.874, mIoU: 0.493
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2023-07-25 06:45:07,974 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 06:45:07,989 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 06:45:08,006 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 06:45:25,635 semantic_segmentation INFO: Iters: 40010/150000 || Lr: 0.015128 || Task Loss: 0.6490 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:07 || Estimated Time: 2 days, 6:53:42
2023-07-25 06:45:43,751 semantic_segmentation INFO: Iters: 40020/150000 || Lr: 0.015126 || Task Loss: 0.7943 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:26 || Estimated Time: 2 days, 6:53:25
2023-07-25 06:46:02,261 semantic_segmentation INFO: Iters: 40030/150000 || Lr: 0.015125 || Task Loss: 0.4912 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:44 || Estimated Time: 2 days, 6:53:08
2023-07-25 06:46:20,443 semantic_segmentation INFO: Iters: 40040/150000 || Lr: 0.015124 || Task Loss: 0.7580 || KD Loss: 0.3323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:02 || Estimated Time: 2 days, 6:52:51
2023-07-25 06:46:38,685 semantic_segmentation INFO: Iters: 40050/150000 || Lr: 0.015123 || Task Loss: 0.9447 || KD Loss: 0.3606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:20 || Estimated Time: 2 days, 6:52:34
2023-07-25 06:46:57,557 semantic_segmentation INFO: Iters: 40060/150000 || Lr: 0.015121 || Task Loss: 0.8002 || KD Loss: 0.2616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:39 || Estimated Time: 2 days, 6:52:18
2023-07-25 06:47:15,521 semantic_segmentation INFO: Iters: 40070/150000 || Lr: 0.015120 || Task Loss: 0.5291 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:57 || Estimated Time: 2 days, 6:52:00
2023-07-25 06:47:34,317 semantic_segmentation INFO: Iters: 40080/150000 || Lr: 0.015119 || Task Loss: 0.8048 || KD Loss: 0.3039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:16 || Estimated Time: 2 days, 6:51:44
2023-07-25 06:47:52,805 semantic_segmentation INFO: Iters: 40090/150000 || Lr: 0.015118 || Task Loss: 0.6196 || KD Loss: 0.2167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:35 || Estimated Time: 2 days, 6:51:28
2023-07-25 06:48:11,225 semantic_segmentation INFO: Iters: 40100/150000 || Lr: 0.015116 || Task Loss: 0.7782 || KD Loss: 0.2526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:53 || Estimated Time: 2 days, 6:51:11
2023-07-25 06:48:29,655 semantic_segmentation INFO: Iters: 40110/150000 || Lr: 0.015115 || Task Loss: 0.7050 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:11 || Estimated Time: 2 days, 6:50:54
2023-07-25 06:48:48,086 semantic_segmentation INFO: Iters: 40120/150000 || Lr: 0.015114 || Task Loss: 0.5124 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:30 || Estimated Time: 2 days, 6:50:38
2023-07-25 06:49:06,526 semantic_segmentation INFO: Iters: 40130/150000 || Lr: 0.015113 || Task Loss: 1.2196 || KD Loss: 0.4707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:48 || Estimated Time: 2 days, 6:50:21
2023-07-25 06:49:24,673 semantic_segmentation INFO: Iters: 40140/150000 || Lr: 0.015111 || Task Loss: 0.7629 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:06 || Estimated Time: 2 days, 6:50:04
2023-07-25 06:49:42,939 semantic_segmentation INFO: Iters: 40150/150000 || Lr: 0.015110 || Task Loss: 0.5989 || KD Loss: 0.2065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:25 || Estimated Time: 2 days, 6:49:47
2023-07-25 06:50:01,652 semantic_segmentation INFO: Iters: 40160/150000 || Lr: 0.015109 || Task Loss: 0.9498 || KD Loss: 0.4903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:43 || Estimated Time: 2 days, 6:49:31
2023-07-25 06:50:19,940 semantic_segmentation INFO: Iters: 40170/150000 || Lr: 0.015108 || Task Loss: 0.6867 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:02 || Estimated Time: 2 days, 6:49:13
2023-07-25 06:50:38,029 semantic_segmentation INFO: Iters: 40180/150000 || Lr: 0.015107 || Task Loss: 0.7630 || KD Loss: 0.2588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:20 || Estimated Time: 2 days, 6:48:56
2023-07-25 06:50:56,807 semantic_segmentation INFO: Iters: 40190/150000 || Lr: 0.015105 || Task Loss: 0.5588 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:39 || Estimated Time: 2 days, 6:48:40
2023-07-25 06:51:15,243 semantic_segmentation INFO: Iters: 40200/150000 || Lr: 0.015104 || Task Loss: 0.6926 || KD Loss: 0.2557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:57 || Estimated Time: 2 days, 6:48:23
2023-07-25 06:51:33,677 semantic_segmentation INFO: Iters: 40210/150000 || Lr: 0.015103 || Task Loss: 0.5034 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:15 || Estimated Time: 2 days, 6:48:07
2023-07-25 06:51:52,047 semantic_segmentation INFO: Iters: 40220/150000 || Lr: 0.015102 || Task Loss: 0.6312 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:34 || Estimated Time: 2 days, 6:47:50
2023-07-25 06:52:10,490 semantic_segmentation INFO: Iters: 40230/150000 || Lr: 0.015100 || Task Loss: 1.1783 || KD Loss: 0.4641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:52 || Estimated Time: 2 days, 6:47:33
2023-07-25 06:52:28,581 semantic_segmentation INFO: Iters: 40240/150000 || Lr: 0.015099 || Task Loss: 0.7562 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:10 || Estimated Time: 2 days, 6:47:15
2023-07-25 06:52:47,238 semantic_segmentation INFO: Iters: 40250/150000 || Lr: 0.015098 || Task Loss: 0.3884 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:29 || Estimated Time: 2 days, 6:46:59
2023-07-25 06:53:05,776 semantic_segmentation INFO: Iters: 40260/150000 || Lr: 0.015097 || Task Loss: 0.7487 || KD Loss: 0.2421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:48 || Estimated Time: 2 days, 6:46:43
2023-07-25 06:53:23,832 semantic_segmentation INFO: Iters: 40270/150000 || Lr: 0.015095 || Task Loss: 0.7085 || KD Loss: 0.2527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:06 || Estimated Time: 2 days, 6:46:25
2023-07-25 06:53:42,166 semantic_segmentation INFO: Iters: 40280/150000 || Lr: 0.015094 || Task Loss: 0.7281 || KD Loss: 0.2442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:24 || Estimated Time: 2 days, 6:46:08
2023-07-25 06:54:00,585 semantic_segmentation INFO: Iters: 40290/150000 || Lr: 0.015093 || Task Loss: 0.9706 || KD Loss: 0.3006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:42 || Estimated Time: 2 days, 6:45:52
2023-07-25 06:54:18,868 semantic_segmentation INFO: Iters: 40300/150000 || Lr: 0.015092 || Task Loss: 0.5271 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:01 || Estimated Time: 2 days, 6:45:34
2023-07-25 06:54:37,752 semantic_segmentation INFO: Iters: 40310/150000 || Lr: 0.015090 || Task Loss: 0.8001 || KD Loss: 0.2652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:20 || Estimated Time: 2 days, 6:45:19
2023-07-25 06:54:55,954 semantic_segmentation INFO: Iters: 40320/150000 || Lr: 0.015089 || Task Loss: 0.5998 || KD Loss: 0.2428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:38 || Estimated Time: 2 days, 6:45:02
2023-07-25 06:55:14,413 semantic_segmentation INFO: Iters: 40330/150000 || Lr: 0.015088 || Task Loss: 0.9156 || KD Loss: 0.3048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:56 || Estimated Time: 2 days, 6:44:45
2023-07-25 06:55:32,964 semantic_segmentation INFO: Iters: 40340/150000 || Lr: 0.015087 || Task Loss: 0.7501 || KD Loss: 0.2287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:15 || Estimated Time: 2 days, 6:44:28
2023-07-25 06:55:51,512 semantic_segmentation INFO: Iters: 40350/150000 || Lr: 0.015085 || Task Loss: 0.7846 || KD Loss: 0.3454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:33 || Estimated Time: 2 days, 6:44:12
2023-07-25 06:56:09,593 semantic_segmentation INFO: Iters: 40360/150000 || Lr: 0.015084 || Task Loss: 0.7246 || KD Loss: 0.2262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:51 || Estimated Time: 2 days, 6:43:55
2023-07-25 06:56:28,373 semantic_segmentation INFO: Iters: 40370/150000 || Lr: 0.015083 || Task Loss: 0.7480 || KD Loss: 0.2394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:10 || Estimated Time: 2 days, 6:43:39
2023-07-25 06:56:46,699 semantic_segmentation INFO: Iters: 40380/150000 || Lr: 0.015082 || Task Loss: 1.2354 || KD Loss: 0.4897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:28 || Estimated Time: 2 days, 6:43:22
2023-07-25 06:57:05,132 semantic_segmentation INFO: Iters: 40390/150000 || Lr: 0.015081 || Task Loss: 0.9918 || KD Loss: 0.4272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:47 || Estimated Time: 2 days, 6:43:05
2023-07-25 06:57:23,547 semantic_segmentation INFO: Iters: 40400/150000 || Lr: 0.015079 || Task Loss: 0.8127 || KD Loss: 0.2751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:05 || Estimated Time: 2 days, 6:42:48
2023-07-25 06:57:41,979 semantic_segmentation INFO: Iters: 40410/150000 || Lr: 0.015078 || Task Loss: 0.6253 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:24 || Estimated Time: 2 days, 6:42:31
2023-07-25 06:58:00,417 semantic_segmentation INFO: Iters: 40420/150000 || Lr: 0.015077 || Task Loss: 0.8690 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:42 || Estimated Time: 2 days, 6:42:15
2023-07-25 06:58:18,853 semantic_segmentation INFO: Iters: 40430/150000 || Lr: 0.015076 || Task Loss: 0.8643 || KD Loss: 0.2784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:01 || Estimated Time: 2 days, 6:41:58
2023-07-25 06:58:37,288 semantic_segmentation INFO: Iters: 40440/150000 || Lr: 0.015074 || Task Loss: 0.8654 || KD Loss: 0.2739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:19 || Estimated Time: 2 days, 6:41:41
2023-07-25 06:58:55,719 semantic_segmentation INFO: Iters: 40450/150000 || Lr: 0.015073 || Task Loss: 0.6238 || KD Loss: 0.3045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:38 || Estimated Time: 2 days, 6:41:25
2023-07-25 06:59:14,139 semantic_segmentation INFO: Iters: 40460/150000 || Lr: 0.015072 || Task Loss: 0.7973 || KD Loss: 0.2555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:56 || Estimated Time: 2 days, 6:41:08
2023-07-25 06:59:32,569 semantic_segmentation INFO: Iters: 40470/150000 || Lr: 0.015071 || Task Loss: 0.7742 || KD Loss: 0.2291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:14 || Estimated Time: 2 days, 6:40:51
2023-07-25 06:59:50,999 semantic_segmentation INFO: Iters: 40480/150000 || Lr: 0.015069 || Task Loss: 0.7389 || KD Loss: 0.2943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2452|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:33 || Estimated Time: 2 days, 6:40:34
2023-07-25 07:00:09,446 semantic_segmentation INFO: Iters: 40490/150000 || Lr: 0.015068 || Task Loss: 0.7559 || KD Loss: 0.2469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:51 || Estimated Time: 2 days, 6:40:18
2023-07-25 07:00:27,865 semantic_segmentation INFO: Iters: 40500/150000 || Lr: 0.015067 || Task Loss: 0.7817 || KD Loss: 0.1860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:10 || Estimated Time: 2 days, 6:40:01
2023-07-25 07:00:46,297 semantic_segmentation INFO: Iters: 40510/150000 || Lr: 0.015066 || Task Loss: 0.7037 || KD Loss: 0.2337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:28 || Estimated Time: 2 days, 6:39:44
2023-07-25 07:01:04,733 semantic_segmentation INFO: Iters: 40520/150000 || Lr: 0.015064 || Task Loss: 0.4890 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:47 || Estimated Time: 2 days, 6:39:27
2023-07-25 07:01:23,168 semantic_segmentation INFO: Iters: 40530/150000 || Lr: 0.015063 || Task Loss: 0.6591 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:05 || Estimated Time: 2 days, 6:39:11
2023-07-25 07:01:41,606 semantic_segmentation INFO: Iters: 40540/150000 || Lr: 0.015062 || Task Loss: 0.8407 || KD Loss: 0.2919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:23 || Estimated Time: 2 days, 6:38:54
2023-07-25 07:02:00,024 semantic_segmentation INFO: Iters: 40550/150000 || Lr: 0.015061 || Task Loss: 0.6962 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:42 || Estimated Time: 2 days, 6:38:37
2023-07-25 07:02:18,463 semantic_segmentation INFO: Iters: 40560/150000 || Lr: 0.015059 || Task Loss: 0.7836 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:00 || Estimated Time: 2 days, 6:38:20
2023-07-25 07:02:36,824 semantic_segmentation INFO: Iters: 40570/150000 || Lr: 0.015058 || Task Loss: 0.8762 || KD Loss: 0.2865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:19 || Estimated Time: 2 days, 6:38:04
2023-07-25 07:02:55,071 semantic_segmentation INFO: Iters: 40580/150000 || Lr: 0.015057 || Task Loss: 0.8858 || KD Loss: 0.3238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:37 || Estimated Time: 2 days, 6:37:47
2023-07-25 07:03:14,166 semantic_segmentation INFO: Iters: 40590/150000 || Lr: 0.015056 || Task Loss: 0.8049 || KD Loss: 0.2050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:56 || Estimated Time: 2 days, 6:37:31
2023-07-25 07:03:32,747 semantic_segmentation INFO: Iters: 40600/150000 || Lr: 0.015055 || Task Loss: 0.5963 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:15 || Estimated Time: 2 days, 6:37:15
2023-07-25 07:03:51,103 semantic_segmentation INFO: Iters: 40610/150000 || Lr: 0.015053 || Task Loss: 0.4797 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:33 || Estimated Time: 2 days, 6:36:58
2023-07-25 07:04:09,631 semantic_segmentation INFO: Iters: 40620/150000 || Lr: 0.015052 || Task Loss: 0.8097 || KD Loss: 0.2678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:51 || Estimated Time: 2 days, 6:36:42
2023-07-25 07:04:28,364 semantic_segmentation INFO: Iters: 40630/150000 || Lr: 0.015051 || Task Loss: 0.7092 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:17:10 || Estimated Time: 2 days, 6:36:26
2023-07-25 07:04:46,442 semantic_segmentation INFO: Iters: 40640/150000 || Lr: 0.015050 || Task Loss: 0.6926 || KD Loss: 0.1763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:17:28 || Estimated Time: 2 days, 6:36:08
2023-07-25 07:05:05,244 semantic_segmentation INFO: Iters: 40650/150000 || Lr: 0.015048 || Task Loss: 0.8005 || KD Loss: 0.3786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:17:47 || Estimated Time: 2 days, 6:35:52
2023-07-25 07:05:23,787 semantic_segmentation INFO: Iters: 40660/150000 || Lr: 0.015047 || Task Loss: 1.2018 || KD Loss: 0.6917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:06 || Estimated Time: 2 days, 6:35:36
2023-07-25 07:05:42,079 semantic_segmentation INFO: Iters: 40670/150000 || Lr: 0.015046 || Task Loss: 0.6995 || KD Loss: 0.2525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:24 || Estimated Time: 2 days, 6:35:19
2023-07-25 07:06:00,804 semantic_segmentation INFO: Iters: 40680/150000 || Lr: 0.015045 || Task Loss: 0.5234 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:43 || Estimated Time: 2 days, 6:35:03
2023-07-25 07:06:18,956 semantic_segmentation INFO: Iters: 40690/150000 || Lr: 0.015043 || Task Loss: 0.5085 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:01 || Estimated Time: 2 days, 6:34:45
2023-07-25 07:06:37,298 semantic_segmentation INFO: Iters: 40700/150000 || Lr: 0.015042 || Task Loss: 0.9669 || KD Loss: 0.3518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:19 || Estimated Time: 2 days, 6:34:28
2023-07-25 07:06:55,747 semantic_segmentation INFO: Iters: 40710/150000 || Lr: 0.015041 || Task Loss: 0.6996 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:38 || Estimated Time: 2 days, 6:34:11
2023-07-25 07:07:14,191 semantic_segmentation INFO: Iters: 40720/150000 || Lr: 0.015040 || Task Loss: 0.7991 || KD Loss: 0.2697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2434|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:56 || Estimated Time: 2 days, 6:33:55
2023-07-25 07:07:32,623 semantic_segmentation INFO: Iters: 40730/150000 || Lr: 0.015038 || Task Loss: 0.8514 || KD Loss: 0.2629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:14 || Estimated Time: 2 days, 6:33:38
2023-07-25 07:07:51,046 semantic_segmentation INFO: Iters: 40740/150000 || Lr: 0.015037 || Task Loss: 1.0651 || KD Loss: 0.4099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:33 || Estimated Time: 2 days, 6:33:21
2023-07-25 07:08:09,485 semantic_segmentation INFO: Iters: 40750/150000 || Lr: 0.015036 || Task Loss: 0.7201 || KD Loss: 0.2354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:51 || Estimated Time: 2 days, 6:33:05
2023-07-25 07:08:27,917 semantic_segmentation INFO: Iters: 40760/150000 || Lr: 0.015035 || Task Loss: 0.8368 || KD Loss: 0.2431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:10 || Estimated Time: 2 days, 6:32:48
2023-07-25 07:08:46,346 semantic_segmentation INFO: Iters: 40770/150000 || Lr: 0.015033 || Task Loss: 0.7278 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:28 || Estimated Time: 2 days, 6:32:31
2023-07-25 07:09:04,780 semantic_segmentation INFO: Iters: 40780/150000 || Lr: 0.015032 || Task Loss: 0.5875 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:47 || Estimated Time: 2 days, 6:32:14
2023-07-25 07:09:23,219 semantic_segmentation INFO: Iters: 40790/150000 || Lr: 0.015031 || Task Loss: 0.6552 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:05 || Estimated Time: 2 days, 6:31:58
2023-07-25 07:09:41,634 semantic_segmentation INFO: Iters: 40800/150000 || Lr: 0.015030 || Task Loss: 0.8480 || KD Loss: 0.3351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:23 || Estimated Time: 2 days, 6:31:41
2023-07-25 07:09:41,758 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 07:09:42,141 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-25 07:09:42,157 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.134
2023-07-25 07:09:42,170 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.152
2023-07-25 07:09:42,186 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.150
2023-07-25 07:09:42,201 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.880, mIoU: 0.183
2023-07-25 07:09:42,215 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.848, mIoU: 0.197
2023-07-25 07:09:42,231 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.852, mIoU: 0.226
2023-07-25 07:09:42,247 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.867, mIoU: 0.250
2023-07-25 07:09:42,260 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.877, mIoU: 0.266
2023-07-25 07:09:42,277 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.880, mIoU: 0.304
2023-07-25 07:09:42,294 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.867, mIoU: 0.305
2023-07-25 07:09:42,312 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.873, mIoU: 0.305
2023-07-25 07:09:42,326 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.839, mIoU: 0.303
2023-07-25 07:09:42,343 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.843, mIoU: 0.288
2023-07-25 07:09:42,360 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.850, mIoU: 0.285
2023-07-25 07:09:42,375 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.853, mIoU: 0.281
2023-07-25 07:09:42,387 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.848, mIoU: 0.272
2023-07-25 07:09:42,402 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.842, mIoU: 0.266
2023-07-25 07:09:42,418 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.846, mIoU: 0.266
2023-07-25 07:09:42,437 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.853, mIoU: 0.302
2023-07-25 07:09:42,455 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-25 07:09:42,472 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.857, mIoU: 0.320
2023-07-25 07:09:42,488 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.854, mIoU: 0.342
2023-07-25 07:09:42,506 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.855, mIoU: 0.342
2023-07-25 07:09:42,523 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.859, mIoU: 0.351
2023-07-25 07:09:42,539 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.857, mIoU: 0.355
2023-07-25 07:09:42,555 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.860, mIoU: 0.355
2023-07-25 07:09:42,568 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.863, mIoU: 0.354
2023-07-25 07:09:42,585 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.859, mIoU: 0.346
2023-07-25 07:09:42,602 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.864, mIoU: 0.347
2023-07-25 07:09:42,617 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.868, mIoU: 0.354
2023-07-25 07:09:42,634 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.869, mIoU: 0.353
2023-07-25 07:09:42,651 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.873, mIoU: 0.364
2023-07-25 07:09:42,667 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.873, mIoU: 0.362
2023-07-25 07:09:42,684 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.876, mIoU: 0.382
2023-07-25 07:09:42,701 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.878, mIoU: 0.383
2023-07-25 07:09:42,716 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.383
2023-07-25 07:09:42,730 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.882, mIoU: 0.393
2023-07-25 07:09:42,748 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.878, mIoU: 0.388
2023-07-25 07:09:42,762 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.878, mIoU: 0.388
2023-07-25 07:09:42,777 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.878, mIoU: 0.414
2023-07-25 07:09:42,792 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.881, mIoU: 0.413
2023-07-25 07:09:42,808 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.880, mIoU: 0.414
2023-07-25 07:09:42,822 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.414
2023-07-25 07:09:42,839 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.880, mIoU: 0.418
2023-07-25 07:09:42,855 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.880, mIoU: 0.418
2023-07-25 07:09:42,869 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.881, mIoU: 0.426
2023-07-25 07:09:42,883 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.876, mIoU: 0.423
2023-07-25 07:09:42,899 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.423
2023-07-25 07:09:42,917 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.876, mIoU: 0.420
2023-07-25 07:09:42,934 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.876, mIoU: 0.421
2023-07-25 07:09:42,951 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.879, mIoU: 0.420
2023-07-25 07:09:42,966 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.880, mIoU: 0.419
2023-07-25 07:09:42,984 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.880, mIoU: 0.418
2023-07-25 07:09:43,000 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.882, mIoU: 0.423
2023-07-25 07:09:43,015 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.880, mIoU: 0.418
2023-07-25 07:09:43,032 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.880, mIoU: 0.417
2023-07-25 07:09:43,050 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.882, mIoU: 0.417
2023-07-25 07:09:43,065 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.883, mIoU: 0.419
2023-07-25 07:09:43,081 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.874, mIoU: 0.420
2023-07-25 07:09:43,096 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.874, mIoU: 0.427
2023-07-25 07:09:43,112 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.875, mIoU: 0.425
2023-07-25 07:09:43,126 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.876, mIoU: 0.424
2023-07-25 07:09:43,146 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.878, mIoU: 0.431
2023-07-25 07:09:43,161 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.879, mIoU: 0.449
2023-07-25 07:09:43,177 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.880, mIoU: 0.449
2023-07-25 07:09:43,194 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.881, mIoU: 0.449
2023-07-25 07:09:43,208 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.882, mIoU: 0.489
2023-07-25 07:09:43,225 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.883, mIoU: 0.489
2023-07-25 07:09:43,241 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.880, mIoU: 0.488
2023-07-25 07:09:43,259 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 07:09:43,273 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 07:09:43,290 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 07:09:43,306 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 07:09:43,323 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 07:09:43,339 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 07:09:43,356 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 07:09:43,366 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.864, mIoU: 0.490
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2023-07-25 07:09:43,415 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.866, mIoU: 0.505
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2023-07-25 07:09:43,448 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.862, mIoU: 0.498
2023-07-25 07:09:43,464 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.858, mIoU: 0.488
2023-07-25 07:09:43,481 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.856, mIoU: 0.480
2023-07-25 07:09:43,498 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.857, mIoU: 0.482
2023-07-25 07:09:43,514 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.858, mIoU: 0.478
2023-07-25 07:09:43,531 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.859, mIoU: 0.481
2023-07-25 07:09:43,548 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.860, mIoU: 0.491
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2023-07-25 07:09:43,579 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.861, mIoU: 0.491
2023-07-25 07:09:43,596 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.862, mIoU: 0.492
2023-07-25 07:09:43,612 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.859, mIoU: 0.491
2023-07-25 07:09:43,628 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.861, mIoU: 0.508
2023-07-25 07:09:43,644 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.859, mIoU: 0.508
2023-07-25 07:09:43,661 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.860, mIoU: 0.508
2023-07-25 07:09:43,675 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.861, mIoU: 0.509
2023-07-25 07:09:43,689 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.862, mIoU: 0.510
2023-07-25 07:09:43,706 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-25 07:09:43,721 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.864, mIoU: 0.511
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2023-07-25 07:09:43,889 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-25 07:09:43,904 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-25 07:09:43,921 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.867, mIoU: 0.511
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2023-07-25 07:09:43,954 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.866, mIoU: 0.502
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2023-07-25 07:09:43,984 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.864, mIoU: 0.498
2023-07-25 07:09:44,000 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.865, mIoU: 0.498
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2023-07-25 07:09:44,094 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.866, mIoU: 0.489
2023-07-25 07:09:44,110 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.866, mIoU: 0.488
2023-07-25 07:09:44,119 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.866, mIoU: 0.489
2023-07-25 07:09:44,132 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.867, mIoU: 0.489
2023-07-25 07:09:44,150 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:44,159 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.861, mIoU: 0.474
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2023-07-25 07:09:44,207 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.863, mIoU: 0.478
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2023-07-25 07:09:44,412 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.866, mIoU: 0.487
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2023-07-25 07:09:44,460 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.865, mIoU: 0.491
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2023-07-25 07:09:44,488 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.866, mIoU: 0.502
2023-07-25 07:09:44,505 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.865, mIoU: 0.501
2023-07-25 07:09:44,519 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.865, mIoU: 0.501
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2023-07-25 07:09:44,646 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.866, mIoU: 0.504
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2023-07-25 07:09:44,679 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.867, mIoU: 0.504
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2023-07-25 07:09:44,709 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.868, mIoU: 0.505
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2023-07-25 07:09:44,784 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.862, mIoU: 0.480
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2023-07-25 07:09:45,655 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.856, mIoU: 0.478
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2023-07-25 07:09:48,787 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.856, mIoU: 0.464
2023-07-25 07:09:48,805 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.857, mIoU: 0.466
2023-07-25 07:09:48,819 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.857, mIoU: 0.468
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2023-07-25 07:09:48,883 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.857, mIoU: 0.464
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2023-07-25 07:09:48,928 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 07:09:48,945 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 07:09:48,960 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.857, mIoU: 0.465
2023-07-25 07:09:48,976 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-25 07:09:48,992 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 07:09:49,008 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.858, mIoU: 0.466
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2023-07-25 07:09:49,073 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 07:09:49,089 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.857, mIoU: 0.463
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2023-07-25 07:09:49,117 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.857, mIoU: 0.463
2023-07-25 07:09:49,135 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.857, mIoU: 0.463
2023-07-25 07:09:49,151 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.856, mIoU: 0.462
2023-07-25 07:09:49,167 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.856, mIoU: 0.462
2023-07-25 07:09:49,183 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.856, mIoU: 0.461
2023-07-25 07:09:49,197 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.856, mIoU: 0.461
2023-07-25 07:09:49,212 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.856, mIoU: 0.461
2023-07-25 07:09:49,227 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.856, mIoU: 0.461
2023-07-25 07:09:49,238 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.856, mIoU: 0.461
2023-07-25 07:09:49,253 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,269 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,285 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,302 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,319 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.857, mIoU: 0.460
2023-07-25 07:09:49,335 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,351 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,360 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.856, mIoU: 0.460
2023-07-25 07:09:49,371 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.856, mIoU: 0.461
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2023-07-25 07:09:49,399 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 07:09:49,415 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.857, mIoU: 0.462
2023-07-25 07:09:49,429 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.857, mIoU: 0.463
2023-07-25 07:09:49,445 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 07:09:49,462 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.857, mIoU: 0.464
2023-07-25 07:09:49,479 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.858, mIoU: 0.465
2023-07-25 07:09:49,495 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.858, mIoU: 0.465
2023-07-25 07:09:49,511 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.858, mIoU: 0.465
2023-07-25 07:09:49,525 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.858, mIoU: 0.465
2023-07-25 07:09:49,542 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 07:09:49,558 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 07:09:49,573 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 07:09:49,590 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-25 07:09:49,602 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-25 07:09:49,618 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-25 07:09:49,634 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-25 07:09:49,650 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-25 07:09:49,665 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-25 07:09:49,681 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.859, mIoU: 0.470
2023-07-25 07:09:49,692 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.859, mIoU: 0.471
2023-07-25 07:09:49,706 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.859, mIoU: 0.471
2023-07-25 07:09:49,722 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.859, mIoU: 0.472
2023-07-25 07:09:49,738 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.859, mIoU: 0.472
2023-07-25 07:09:49,751 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.859, mIoU: 0.472
2023-07-25 07:09:49,765 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-25 07:09:49,778 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-25 07:09:49,794 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-25 07:09:49,810 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-25 07:09:49,825 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-25 07:09:49,834 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-25 07:09:49,851 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-25 07:09:49,868 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:49,882 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:49,899 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 07:09:49,916 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 07:09:49,931 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-25 07:09:49,948 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:49,962 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-25 07:09:49,980 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.861, mIoU: 0.474
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2023-07-25 07:09:50,015 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:50,032 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.861, mIoU: 0.472
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2023-07-25 07:09:50,061 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.861, mIoU: 0.472
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2023-07-25 07:09:50,108 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:50,123 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.862, mIoU: 0.472
2023-07-25 07:09:50,140 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:50,156 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-25 07:09:50,171 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:50,185 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 07:09:50,199 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,215 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:50,231 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,247 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:50,263 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:50,278 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:50,294 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:50,311 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:50,325 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-25 07:09:50,342 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-25 07:09:50,354 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-25 07:09:50,371 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-25 07:09:50,385 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-25 07:09:50,397 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-25 07:09:50,411 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-25 07:09:50,427 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.860, mIoU: 0.479
2023-07-25 07:09:50,443 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.860, mIoU: 0.478
2023-07-25 07:09:50,460 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.860, mIoU: 0.479
2023-07-25 07:09:50,476 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,485 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,502 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.861, mIoU: 0.480
2023-07-25 07:09:50,518 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.860, mIoU: 0.479
2023-07-25 07:09:50,535 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,552 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.861, mIoU: 0.480
2023-07-25 07:09:50,568 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,582 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,596 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.861, mIoU: 0.480
2023-07-25 07:09:50,612 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,629 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,645 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.861, mIoU: 0.479
2023-07-25 07:09:50,659 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:50,673 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:50,689 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:50,705 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:50,721 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 07:09:50,735 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-25 07:09:50,751 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-25 07:09:50,768 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-25 07:09:50,785 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-25 07:09:50,799 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-25 07:09:50,815 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,831 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,845 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,861 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,877 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,894 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,910 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.860, mIoU: 0.472
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2023-07-25 07:09:50,942 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:50,958 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-25 07:09:50,976 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:50,987 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-25 07:09:51,003 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.860, mIoU: 0.470
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2023-07-25 07:09:51,050 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.859, mIoU: 0.467
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2023-07-25 07:09:51,080 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 07:09:51,097 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 07:09:51,113 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.860, mIoU: 0.467
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2023-07-25 07:09:51,155 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.859, mIoU: 0.467
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2023-07-25 07:09:51,204 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-25 07:09:51,219 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-25 07:09:51,235 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 07:09:51,249 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-25 07:09:51,266 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.860, mIoU: 0.468
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2023-07-25 07:09:51,622 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.861, mIoU: 0.470
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2023-07-25 07:09:51,669 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.862, mIoU: 0.470
2023-07-25 07:09:51,685 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.862, mIoU: 0.471
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2023-07-25 07:09:51,762 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.861, mIoU: 0.471
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2023-07-25 07:09:51,875 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-25 07:09:51,891 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-25 07:09:51,906 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:51,921 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:51,937 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:51,952 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:51,971 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:51,987 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,003 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,013 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,027 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:52,042 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:52,056 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 07:09:52,071 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:52,085 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 07:09:52,098 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-25 07:09:52,115 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-25 07:09:52,133 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-25 07:09:52,150 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-25 07:09:52,167 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,181 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,197 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,211 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,227 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,244 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,261 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:52,277 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,293 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,309 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-25 07:09:52,323 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,339 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,355 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,368 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,382 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,397 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 07:09:52,413 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 07:09:52,429 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 07:09:52,442 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,457 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,473 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,489 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,503 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,517 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,526 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,543 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,560 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-25 07:09:52,577 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,594 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,610 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,627 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,644 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,661 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,675 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,692 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,708 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,724 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,740 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,754 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,768 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:52,782 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:52,797 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,811 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,824 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-25 07:09:52,838 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-25 07:09:52,853 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,869 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,881 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 07:09:52,896 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,909 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 07:09:52,922 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:52,939 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,956 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,973 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:52,990 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,006 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,022 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,037 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,053 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,070 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 07:09:53,089 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 07:09:53,107 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 07:09:53,123 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,139 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 07:09:53,153 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,167 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,181 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,197 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,215 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,228 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,242 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,258 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,273 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,289 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,304 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,320 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,335 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 07:09:53,351 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.863, mIoU: 0.476
2023-07-25 07:09:53,365 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,381 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,398 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,413 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,430 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 07:09:53,444 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,461 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,478 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.863, mIoU: 0.475
2023-07-25 07:09:53,492 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 07:09:53,506 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 07:09:53,523 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:53,539 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:53,556 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:53,572 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:53,585 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:53,599 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:53,614 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:53,628 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 07:09:53,644 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 07:09:53,662 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:53,676 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:53,692 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:53,706 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:53,722 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,738 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,752 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,767 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,783 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,799 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,814 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,830 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,847 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,862 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,876 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,892 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-25 07:09:53,908 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,926 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,941 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:53,956 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,970 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:53,987 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,001 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,015 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,031 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,047 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,060 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,077 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,093 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,110 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,126 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,140 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,154 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,170 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:54,184 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:54,198 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,213 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,230 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:54,244 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:54,258 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:54,273 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:54,290 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:54,306 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,323 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,337 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,351 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,367 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,384 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,400 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:54,416 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:54,430 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,444 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,456 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,472 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,489 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:54,504 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,519 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,531 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,545 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,560 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,577 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,591 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,607 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,621 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,638 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,652 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,669 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,683 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,699 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,715 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 07:09:54,730 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,747 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,763 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,779 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,795 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,812 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,827 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,843 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,858 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:54,874 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,889 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,903 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:54,917 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,930 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,947 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:54,962 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,980 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:54,996 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,008 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:55,023 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,040 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:55,056 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:55,070 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,086 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,102 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,116 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,131 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,148 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:55,164 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,178 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:55,190 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,208 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,224 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 07:09:55,240 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 07:09:55,254 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.862, mIoU: 0.471
2023-07-25 07:09:55,271 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 07:09:55,287 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.863, mIoU: 0.472
2023-07-25 07:09:55,303 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,319 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,333 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,349 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,364 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,380 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,395 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,408 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,425 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,439 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,455 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,471 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,486 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,501 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,517 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,532 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,547 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.863, mIoU: 0.474
2023-07-25 07:09:55,564 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,579 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,596 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,613 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.863, mIoU: 0.473
2023-07-25 07:09:55,623 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,639 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,653 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,669 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,686 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:55,703 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:55,717 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,733 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,750 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 07:09:55,765 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,782 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,799 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,813 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,829 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,845 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:55,861 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:55,875 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:55,890 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:55,906 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,922 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,935 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,951 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,966 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,980 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.864, mIoU: 0.473
2023-07-25 07:09:55,995 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,011 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,025 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:56,041 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:56,055 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,071 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,087 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,103 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,118 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 07:09:56,135 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,151 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,165 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,179 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.865, mIoU: 0.473
2023-07-25 07:09:56,195 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,209 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,223 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,239 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,255 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,271 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,288 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:56,301 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:56,315 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 07:09:56,332 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,347 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,361 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,377 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,391 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,408 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,423 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,441 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,457 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,473 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,483 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,500 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,516 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,530 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,546 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,561 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,577 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,591 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,607 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.865, mIoU: 0.472
2023-07-25 07:09:56,623 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 07:09:56,640 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,655 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,671 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,688 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 07:09:56,705 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,719 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,734 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,750 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,765 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 07:09:56,779 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 07:09:56,795 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,811 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,827 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,835 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,849 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,863 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,877 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.865, mIoU: 0.473
2023-07-25 07:09:56,889 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 07:09:56,905 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.474
2023-07-25 07:09:56,921 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.866, mIoU: 0.474
2023-07-25 07:09:56,937 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.866, mIoU: 0.474
2023-07-25 07:09:56,949 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.475
2023-07-25 07:09:56,963 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.475
2023-07-25 07:09:56,979 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.475
2023-07-25 07:09:56,991 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.475
2023-07-25 07:09:57,007 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.476
2023-07-25 07:09:57,021 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,037 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,053 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,069 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,085 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,097 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,111 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,126 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,142 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,157 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,173 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,187 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,197 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,209 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,223 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,235 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,251 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,265 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.866, mIoU: 0.476
2023-07-25 07:09:57,281 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 07:09:57,298 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 07:09:57,314 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,329 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 07:09:57,346 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,362 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 07:09:57,378 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 07:09:57,395 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 07:09:57,411 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 07:09:57,426 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 07:09:57,441 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 07:09:57,458 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 07:09:57,471 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 07:09:57,485 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 07:09:57,501 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 07:09:57,514 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,530 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 07:09:57,544 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,559 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,574 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,593 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,608 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,623 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 07:09:57,639 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:57,655 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 07:09:57,672 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 07:09:57,688 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 07:09:57,701 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 07:09:57,715 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 07:09:57,731 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 07:09:57,747 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 07:09:57,763 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 07:09:57,779 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 07:09:57,795 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 07:09:57,812 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 07:09:57,828 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 07:09:57,844 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 07:09:57,858 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 07:09:57,874 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:57,885 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 07:09:57,899 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 07:09:57,915 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 07:09:57,928 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:57,944 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:57,960 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 07:09:57,977 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:57,993 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,010 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 07:09:58,026 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 07:09:58,042 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 07:09:58,055 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,071 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,084 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,099 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,115 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,128 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,144 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,157 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,172 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,188 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,203 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,219 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,234 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,248 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,261 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,277 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,291 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,306 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,322 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:58,338 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:58,354 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 07:09:58,368 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,382 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,398 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,415 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,432 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,446 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,460 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,476 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,493 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,509 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 07:09:58,525 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,542 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,558 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,573 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,589 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,605 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,621 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,636 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:58,652 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,666 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,683 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,699 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,715 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,729 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,745 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,761 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,777 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,791 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,807 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,823 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:58,838 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,855 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,872 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,889 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,903 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:58,921 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:58,939 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,954 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,971 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,985 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:58,995 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,011 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,028 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,042 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,059 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:59,075 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:59,088 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:59,102 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:59,118 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:09:59,134 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,150 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,167 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,182 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,200 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,215 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,228 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:59,244 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:59,260 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,276 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:59,289 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:09:59,303 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,319 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,335 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,351 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:09:59,366 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:59,380 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:59,396 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 07:09:59,411 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:59,425 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:59,441 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 07:09:59,458 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.866, mIoU: 0.483
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2023-07-25 07:09:59,490 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,505 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,521 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,537 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,554 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,570 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,584 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.866, mIoU: 0.484
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2023-07-25 07:09:59,615 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 07:09:59,629 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.866, mIoU: 0.484
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2023-07-25 07:09:59,674 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.866, mIoU: 0.484
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2023-07-25 07:09:59,706 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.866, mIoU: 0.485
2023-07-25 07:09:59,717 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,731 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,748 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,765 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,779 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.867, mIoU: 0.485
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2023-07-25 07:09:59,812 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,828 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,842 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.867, mIoU: 0.485
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2023-07-25 07:09:59,873 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,887 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,904 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:09:59,917 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.867, mIoU: 0.485
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2023-07-25 07:10:00,072 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.867, mIoU: 0.485
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2023-07-25 07:10:00,193 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.867, mIoU: 0.485
2023-07-25 07:10:00,207 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.867, mIoU: 0.484
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2023-07-25 07:10:00,360 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 07:10:00,376 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.866, mIoU: 0.485
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2023-07-25 07:10:00,653 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.866, mIoU: 0.485
2023-07-25 07:10:00,669 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.866, mIoU: 0.485
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2023-07-25 07:10:00,839 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.866, mIoU: 0.486
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2023-07-25 07:10:00,866 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 07:10:00,882 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 07:10:00,897 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:00,913 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:00,926 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:00,943 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:00,957 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:00,971 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:00,988 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:01,004 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,020 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,035 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,053 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,067 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,083 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,098 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,114 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,129 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,143 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,158 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:01,175 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:01,191 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:01,207 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:01,221 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,235 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,251 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,267 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,281 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,295 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,311 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,327 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,344 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,360 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,376 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,394 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,408 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,424 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,440 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,454 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,470 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,486 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,502 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,518 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,533 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:01,549 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,565 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,580 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,595 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:01,611 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,628 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,643 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,659 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,674 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,688 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,701 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,717 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,734 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,748 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,765 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,781 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,797 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,814 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:01,830 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,846 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,862 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,876 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,890 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,904 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,918 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,932 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,949 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,965 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,979 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:01,992 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,008 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,021 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,036 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,052 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,069 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,085 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,101 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,115 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,131 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,147 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.864, mIoU: 0.483
2023-07-25 07:10:02,161 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,177 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,193 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,210 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,224 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,239 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,256 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,270 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,286 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,299 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,315 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,330 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,346 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,361 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,375 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,391 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,406 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,422 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,439 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,455 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,471 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,487 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,497 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,513 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,527 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,541 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,558 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 07:10:02,574 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,589 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,602 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,616 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,630 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,646 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,660 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,676 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,691 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.865, mIoU: 0.483
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2023-07-25 07:10:02,736 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,750 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,765 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,781 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,795 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,811 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,823 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,840 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,856 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 07:10:02,871 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,887 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,901 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.865, mIoU: 0.483
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2023-07-25 07:10:02,930 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:02,945 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.864, mIoU: 0.483
2023-07-25 07:10:02,961 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.865, mIoU: 0.483
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2023-07-25 07:10:02,989 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,004 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,021 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,037 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,051 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,067 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,085 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,101 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,117 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,134 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,142 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,158 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,172 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,186 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,202 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 07:10:03,218 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,233 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,249 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,266 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 07:10:03,281 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.864, mIoU: 0.482
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2023-07-25 07:10:03,411 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 07:10:03,425 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.865, mIoU: 0.482
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2023-07-25 07:10:03,564 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 07:10:03,579 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.864, mIoU: 0.481
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2023-07-25 07:10:03,639 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,653 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.864, mIoU: 0.480
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2023-07-25 07:10:03,685 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.864, mIoU: 0.480
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2023-07-25 07:10:03,716 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,729 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.864, mIoU: 0.480
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2023-07-25 07:10:03,760 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.864, mIoU: 0.480
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2023-07-25 07:10:03,808 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.864, mIoU: 0.480
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2023-07-25 07:10:03,841 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,855 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,871 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,885 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,901 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,917 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,934 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,950 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.864, mIoU: 0.481
2023-07-25 07:10:03,966 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,981 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:03,991 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,006 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,020 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,035 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 07:10:04,051 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,066 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,082 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,093 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,103 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,120 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,135 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,150 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 07:10:04,164 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 07:10:04,179 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 07:10:04,195 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 07:10:04,210 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:04,226 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:04,242 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:04,257 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:04,273 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 07:10:04,287 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,303 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,319 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,335 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,349 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,365 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,381 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 07:10:04,396 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 07:10:04,412 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 07:10:04,425 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 07:10:04,440 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 07:10:04,455 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 07:10:04,472 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 07:10:22,068 semantic_segmentation INFO: Iters: 40810/150000 || Lr: 0.015029 || Task Loss: 0.6911 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:04 || Estimated Time: 2 days, 6:32:23
2023-07-25 07:10:40,481 semantic_segmentation INFO: Iters: 40820/150000 || Lr: 0.015027 || Task Loss: 0.5824 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:22 || Estimated Time: 2 days, 6:32:06
2023-07-25 07:10:59,352 semantic_segmentation INFO: Iters: 40830/150000 || Lr: 0.015026 || Task Loss: 0.9242 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:41 || Estimated Time: 2 days, 6:31:50
2023-07-25 07:11:18,165 semantic_segmentation INFO: Iters: 40840/150000 || Lr: 0.015025 || Task Loss: 0.8389 || KD Loss: 0.2109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:00 || Estimated Time: 2 days, 6:31:35
2023-07-25 07:11:36,783 semantic_segmentation INFO: Iters: 40850/150000 || Lr: 0.015024 || Task Loss: 0.4960 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:19 || Estimated Time: 2 days, 6:31:18
2023-07-25 07:11:55,123 semantic_segmentation INFO: Iters: 40860/150000 || Lr: 0.015022 || Task Loss: 0.6449 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:37 || Estimated Time: 2 days, 6:31:01
2023-07-25 07:12:13,621 semantic_segmentation INFO: Iters: 40870/150000 || Lr: 0.015021 || Task Loss: 1.0683 || KD Loss: 0.4348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:55 || Estimated Time: 2 days, 6:30:45
2023-07-25 07:12:31,903 semantic_segmentation INFO: Iters: 40880/150000 || Lr: 0.015020 || Task Loss: 0.4691 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:14 || Estimated Time: 2 days, 6:30:28
2023-07-25 07:12:50,796 semantic_segmentation INFO: Iters: 40890/150000 || Lr: 0.015019 || Task Loss: 0.6136 || KD Loss: 0.1990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:33 || Estimated Time: 2 days, 6:30:12
2023-07-25 07:13:09,207 semantic_segmentation INFO: Iters: 40900/150000 || Lr: 0.015017 || Task Loss: 0.6955 || KD Loss: 0.2659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:51 || Estimated Time: 2 days, 6:29:55
2023-07-25 07:13:28,028 semantic_segmentation INFO: Iters: 40910/150000 || Lr: 0.015016 || Task Loss: 0.7967 || KD Loss: 0.1973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:10 || Estimated Time: 2 days, 6:29:39
2023-07-25 07:13:46,784 semantic_segmentation INFO: Iters: 40920/150000 || Lr: 0.015015 || Task Loss: 0.9680 || KD Loss: 0.2765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:29 || Estimated Time: 2 days, 6:29:23
2023-07-25 07:14:05,223 semantic_segmentation INFO: Iters: 40930/150000 || Lr: 0.015014 || Task Loss: 0.4732 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:47 || Estimated Time: 2 days, 6:29:07
2023-07-25 07:14:23,656 semantic_segmentation INFO: Iters: 40940/150000 || Lr: 0.015012 || Task Loss: 0.5442 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:05 || Estimated Time: 2 days, 6:28:50
2023-07-25 07:14:42,093 semantic_segmentation INFO: Iters: 40950/150000 || Lr: 0.015011 || Task Loss: 0.5904 || KD Loss: 0.1953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:24 || Estimated Time: 2 days, 6:28:33
2023-07-25 07:15:00,531 semantic_segmentation INFO: Iters: 40960/150000 || Lr: 0.015010 || Task Loss: 0.5050 || KD Loss: 0.1623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:42 || Estimated Time: 2 days, 6:28:16
2023-07-25 07:15:18,858 semantic_segmentation INFO: Iters: 40970/150000 || Lr: 0.015009 || Task Loss: 0.7467 || KD Loss: 0.3707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:01 || Estimated Time: 2 days, 6:27:59
2023-07-25 07:15:37,113 semantic_segmentation INFO: Iters: 40980/150000 || Lr: 0.015007 || Task Loss: 0.6253 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:19 || Estimated Time: 2 days, 6:27:42
2023-07-25 07:15:55,425 semantic_segmentation INFO: Iters: 40990/150000 || Lr: 0.015006 || Task Loss: 1.1420 || KD Loss: 0.4641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:37 || Estimated Time: 2 days, 6:27:25
2023-07-25 07:16:14,513 semantic_segmentation INFO: Iters: 41000/150000 || Lr: 0.015005 || Task Loss: 0.5717 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:56 || Estimated Time: 2 days, 6:27:10
2023-07-25 07:16:33,005 semantic_segmentation INFO: Iters: 41010/150000 || Lr: 0.015004 || Task Loss: 0.7644 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:15 || Estimated Time: 2 days, 6:26:53
2023-07-25 07:16:51,585 semantic_segmentation INFO: Iters: 41020/150000 || Lr: 0.015002 || Task Loss: 0.8169 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:33 || Estimated Time: 2 days, 6:26:37
2023-07-25 07:17:10,006 semantic_segmentation INFO: Iters: 41030/150000 || Lr: 0.015001 || Task Loss: 0.9223 || KD Loss: 0.2710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:52 || Estimated Time: 2 days, 6:26:20
2023-07-25 07:17:29,069 semantic_segmentation INFO: Iters: 41040/150000 || Lr: 0.015000 || Task Loss: 0.6989 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:11 || Estimated Time: 2 days, 6:26:05
2023-07-25 07:17:47,824 semantic_segmentation INFO: Iters: 41050/150000 || Lr: 0.014999 || Task Loss: 0.4929 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:30 || Estimated Time: 2 days, 6:25:49
2023-07-25 07:18:06,313 semantic_segmentation INFO: Iters: 41060/150000 || Lr: 0.014998 || Task Loss: 0.5484 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:48 || Estimated Time: 2 days, 6:25:32
2023-07-25 07:18:24,832 semantic_segmentation INFO: Iters: 41070/150000 || Lr: 0.014996 || Task Loss: 0.7464 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:07 || Estimated Time: 2 days, 6:25:16
2023-07-25 07:18:43,339 semantic_segmentation INFO: Iters: 41080/150000 || Lr: 0.014995 || Task Loss: 0.5947 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:25 || Estimated Time: 2 days, 6:24:59
2023-07-25 07:19:01,662 semantic_segmentation INFO: Iters: 41090/150000 || Lr: 0.014994 || Task Loss: 0.8168 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:43 || Estimated Time: 2 days, 6:24:42
2023-07-25 07:19:20,055 semantic_segmentation INFO: Iters: 41100/150000 || Lr: 0.014993 || Task Loss: 0.7829 || KD Loss: 0.2570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:02 || Estimated Time: 2 days, 6:24:25
2023-07-25 07:19:38,754 semantic_segmentation INFO: Iters: 41110/150000 || Lr: 0.014991 || Task Loss: 0.7591 || KD Loss: 0.3179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:21 || Estimated Time: 2 days, 6:24:09
2023-07-25 07:19:57,163 semantic_segmentation INFO: Iters: 41120/150000 || Lr: 0.014990 || Task Loss: 0.9827 || KD Loss: 0.3228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:39 || Estimated Time: 2 days, 6:23:52
2023-07-25 07:20:15,483 semantic_segmentation INFO: Iters: 41130/150000 || Lr: 0.014989 || Task Loss: 0.6472 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:57 || Estimated Time: 2 days, 6:23:35
2023-07-25 07:20:33,938 semantic_segmentation INFO: Iters: 41140/150000 || Lr: 0.014988 || Task Loss: 1.0250 || KD Loss: 0.4123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:16 || Estimated Time: 2 days, 6:23:18
2023-07-25 07:20:52,373 semantic_segmentation INFO: Iters: 41150/150000 || Lr: 0.014986 || Task Loss: 0.6690 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:34 || Estimated Time: 2 days, 6:23:02
2023-07-25 07:21:10,809 semantic_segmentation INFO: Iters: 41160/150000 || Lr: 0.014985 || Task Loss: 0.7468 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:53 || Estimated Time: 2 days, 6:22:45
2023-07-25 07:21:29,244 semantic_segmentation INFO: Iters: 41170/150000 || Lr: 0.014984 || Task Loss: 0.7142 || KD Loss: 0.2820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:11 || Estimated Time: 2 days, 6:22:28
2023-07-25 07:21:47,663 semantic_segmentation INFO: Iters: 41180/150000 || Lr: 0.014983 || Task Loss: 0.6639 || KD Loss: 0.2563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:29 || Estimated Time: 2 days, 6:22:11
2023-07-25 07:22:06,101 semantic_segmentation INFO: Iters: 41190/150000 || Lr: 0.014981 || Task Loss: 0.6993 || KD Loss: 0.2533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:48 || Estimated Time: 2 days, 6:21:54
2023-07-25 07:22:24,536 semantic_segmentation INFO: Iters: 41200/150000 || Lr: 0.014980 || Task Loss: 0.6496 || KD Loss: 0.2634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:06 || Estimated Time: 2 days, 6:21:37
2023-07-25 07:22:42,971 semantic_segmentation INFO: Iters: 41210/150000 || Lr: 0.014979 || Task Loss: 0.6631 || KD Loss: 0.2281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:25 || Estimated Time: 2 days, 6:21:21
2023-07-25 07:23:01,396 semantic_segmentation INFO: Iters: 41220/150000 || Lr: 0.014978 || Task Loss: 0.5413 || KD Loss: 0.1681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:43 || Estimated Time: 2 days, 6:21:04
2023-07-25 07:23:19,832 semantic_segmentation INFO: Iters: 41230/150000 || Lr: 0.014976 || Task Loss: 0.8899 || KD Loss: 0.3078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:02 || Estimated Time: 2 days, 6:20:47
2023-07-25 07:23:38,273 semantic_segmentation INFO: Iters: 41240/150000 || Lr: 0.014975 || Task Loss: 0.7659 || KD Loss: 0.1830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:20 || Estimated Time: 2 days, 6:20:30
2023-07-25 07:23:56,703 semantic_segmentation INFO: Iters: 41250/150000 || Lr: 0.014974 || Task Loss: 0.7080 || KD Loss: 0.2042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2357|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:38 || Estimated Time: 2 days, 6:20:13
2023-07-25 07:24:15,132 semantic_segmentation INFO: Iters: 41260/150000 || Lr: 0.014973 || Task Loss: 0.5836 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:57 || Estimated Time: 2 days, 6:19:57
2023-07-25 07:24:33,567 semantic_segmentation INFO: Iters: 41270/150000 || Lr: 0.014972 || Task Loss: 0.7713 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:15 || Estimated Time: 2 days, 6:19:40
2023-07-25 07:24:51,999 semantic_segmentation INFO: Iters: 41280/150000 || Lr: 0.014970 || Task Loss: 0.5462 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:34 || Estimated Time: 2 days, 6:19:23
2023-07-25 07:25:10,423 semantic_segmentation INFO: Iters: 41290/150000 || Lr: 0.014969 || Task Loss: 0.8128 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:52 || Estimated Time: 2 days, 6:19:06
2023-07-25 07:25:28,861 semantic_segmentation INFO: Iters: 41300/150000 || Lr: 0.014968 || Task Loss: 1.0478 || KD Loss: 0.3757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:11 || Estimated Time: 2 days, 6:18:49
2023-07-25 07:25:47,403 semantic_segmentation INFO: Iters: 41310/150000 || Lr: 0.014967 || Task Loss: 0.6989 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:29 || Estimated Time: 2 days, 6:18:33
2023-07-25 07:26:05,857 semantic_segmentation INFO: Iters: 41320/150000 || Lr: 0.014965 || Task Loss: 1.0440 || KD Loss: 0.5796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:48 || Estimated Time: 2 days, 6:18:16
2023-07-25 07:26:24,648 semantic_segmentation INFO: Iters: 41330/150000 || Lr: 0.014964 || Task Loss: 0.4448 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:06 || Estimated Time: 2 days, 6:18:00
2023-07-25 07:26:43,165 semantic_segmentation INFO: Iters: 41340/150000 || Lr: 0.014963 || Task Loss: 0.3558 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:25 || Estimated Time: 2 days, 6:17:44
2023-07-25 07:27:02,096 semantic_segmentation INFO: Iters: 41350/150000 || Lr: 0.014962 || Task Loss: 0.7234 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:44 || Estimated Time: 2 days, 6:17:28
2023-07-25 07:27:20,431 semantic_segmentation INFO: Iters: 41360/150000 || Lr: 0.014960 || Task Loss: 0.8169 || KD Loss: 0.2725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:02 || Estimated Time: 2 days, 6:17:11
2023-07-25 07:27:38,872 semantic_segmentation INFO: Iters: 41370/150000 || Lr: 0.014959 || Task Loss: 0.7388 || KD Loss: 0.2332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:21 || Estimated Time: 2 days, 6:16:54
2023-07-25 07:27:57,762 semantic_segmentation INFO: Iters: 41380/150000 || Lr: 0.014958 || Task Loss: 0.5901 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:40 || Estimated Time: 2 days, 6:16:39
2023-07-25 07:28:16,570 semantic_segmentation INFO: Iters: 41390/150000 || Lr: 0.014957 || Task Loss: 0.5952 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:58 || Estimated Time: 2 days, 6:16:23
2023-07-25 07:28:35,070 semantic_segmentation INFO: Iters: 41400/150000 || Lr: 0.014955 || Task Loss: 0.9905 || KD Loss: 0.3254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:17 || Estimated Time: 2 days, 6:16:06
2023-07-25 07:28:53,452 semantic_segmentation INFO: Iters: 41410/150000 || Lr: 0.014954 || Task Loss: 0.7756 || KD Loss: 0.3759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:35 || Estimated Time: 2 days, 6:15:49
2023-07-25 07:29:12,088 semantic_segmentation INFO: Iters: 41420/150000 || Lr: 0.014953 || Task Loss: 0.8254 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:54 || Estimated Time: 2 days, 6:15:33
2023-07-25 07:29:30,533 semantic_segmentation INFO: Iters: 41430/150000 || Lr: 0.014952 || Task Loss: 0.5956 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:12 || Estimated Time: 2 days, 6:15:16
2023-07-25 07:29:48,971 semantic_segmentation INFO: Iters: 41440/150000 || Lr: 0.014950 || Task Loss: 0.6501 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:31 || Estimated Time: 2 days, 6:14:59
2023-07-25 07:30:07,401 semantic_segmentation INFO: Iters: 41450/150000 || Lr: 0.014949 || Task Loss: 0.6082 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:49 || Estimated Time: 2 days, 6:14:42
2023-07-25 07:30:25,760 semantic_segmentation INFO: Iters: 41460/150000 || Lr: 0.014948 || Task Loss: 0.5598 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:08 || Estimated Time: 2 days, 6:14:25
2023-07-25 07:30:44,345 semantic_segmentation INFO: Iters: 41470/150000 || Lr: 0.014947 || Task Loss: 0.5648 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:26 || Estimated Time: 2 days, 6:14:09
2023-07-25 07:31:02,901 semantic_segmentation INFO: Iters: 41480/150000 || Lr: 0.014945 || Task Loss: 0.9819 || KD Loss: 0.3997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:45 || Estimated Time: 2 days, 6:13:52
2023-07-25 07:31:21,339 semantic_segmentation INFO: Iters: 41490/150000 || Lr: 0.014944 || Task Loss: 0.9484 || KD Loss: 0.4270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:03 || Estimated Time: 2 days, 6:13:36
2023-07-25 07:31:40,017 semantic_segmentation INFO: Iters: 41500/150000 || Lr: 0.014943 || Task Loss: 1.2334 || KD Loss: 0.4587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:22 || Estimated Time: 2 days, 6:13:19
2023-07-25 07:31:58,487 semantic_segmentation INFO: Iters: 41510/150000 || Lr: 0.014942 || Task Loss: 0.6093 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:40 || Estimated Time: 2 days, 6:13:03
2023-07-25 07:32:17,497 semantic_segmentation INFO: Iters: 41520/150000 || Lr: 0.014941 || Task Loss: 0.8890 || KD Loss: 0.2738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:59 || Estimated Time: 2 days, 6:12:47
2023-07-25 07:32:36,057 semantic_segmentation INFO: Iters: 41530/150000 || Lr: 0.014939 || Task Loss: 0.6968 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:18 || Estimated Time: 2 days, 6:12:31
2023-07-25 07:32:54,500 semantic_segmentation INFO: Iters: 41540/150000 || Lr: 0.014938 || Task Loss: 0.6746 || KD Loss: 0.1975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:36 || Estimated Time: 2 days, 6:12:14
2023-07-25 07:33:12,936 semantic_segmentation INFO: Iters: 41550/150000 || Lr: 0.014937 || Task Loss: 0.7289 || KD Loss: 0.1997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:55 || Estimated Time: 2 days, 6:11:57
2023-07-25 07:33:31,364 semantic_segmentation INFO: Iters: 41560/150000 || Lr: 0.014936 || Task Loss: 0.7131 || KD Loss: 0.2296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:13 || Estimated Time: 2 days, 6:11:40
2023-07-25 07:33:49,809 semantic_segmentation INFO: Iters: 41570/150000 || Lr: 0.014934 || Task Loss: 0.6117 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2504|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:32 || Estimated Time: 2 days, 6:11:23
2023-07-25 07:34:08,237 semantic_segmentation INFO: Iters: 41580/150000 || Lr: 0.014933 || Task Loss: 0.8446 || KD Loss: 0.3421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:50 || Estimated Time: 2 days, 6:11:07
2023-07-25 07:34:27,190 semantic_segmentation INFO: Iters: 41590/150000 || Lr: 0.014932 || Task Loss: 0.5758 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:09 || Estimated Time: 2 days, 6:10:51
2023-07-25 07:34:45,680 semantic_segmentation INFO: Iters: 41600/150000 || Lr: 0.014931 || Task Loss: 0.6261 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:27 || Estimated Time: 2 days, 6:10:34
2023-07-25 07:34:45,807 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 07:34:46,202 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 07:34:46,216 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.131
2023-07-25 07:34:46,230 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.131
2023-07-25 07:34:46,245 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.131
2023-07-25 07:34:46,259 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.908, mIoU: 0.174
2023-07-25 07:34:46,273 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.919, mIoU: 0.219
2023-07-25 07:34:46,288 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.909, mIoU: 0.252
2023-07-25 07:34:46,303 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.919, mIoU: 0.271
2023-07-25 07:34:46,316 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.915, mIoU: 0.283
2023-07-25 07:34:46,331 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.914, mIoU: 0.306
2023-07-25 07:34:46,347 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.903, mIoU: 0.325
2023-07-25 07:34:46,364 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.368
2023-07-25 07:34:46,378 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.874, mIoU: 0.323
2023-07-25 07:34:46,395 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.875, mIoU: 0.321
2023-07-25 07:34:46,411 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.871, mIoU: 0.310
2023-07-25 07:34:46,425 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.875, mIoU: 0.308
2023-07-25 07:34:46,437 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.875, mIoU: 0.306
2023-07-25 07:34:46,451 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.871, mIoU: 0.302
2023-07-25 07:34:46,467 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.875, mIoU: 0.306
2023-07-25 07:34:46,485 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.879, mIoU: 0.351
2023-07-25 07:34:46,501 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.885, mIoU: 0.352
2023-07-25 07:34:46,518 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.885, mIoU: 0.354
2023-07-25 07:34:46,534 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.878, mIoU: 0.381
2023-07-25 07:34:46,552 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.879, mIoU: 0.382
2023-07-25 07:34:46,570 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.881, mIoU: 0.394
2023-07-25 07:34:46,586 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.881, mIoU: 0.397
2023-07-25 07:34:46,603 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.882, mIoU: 0.395
2023-07-25 07:34:46,616 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.885, mIoU: 0.395
2023-07-25 07:34:46,633 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.881, mIoU: 0.387
2023-07-25 07:34:46,650 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.885, mIoU: 0.387
2023-07-25 07:34:46,665 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.888, mIoU: 0.388
2023-07-25 07:34:46,682 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.891, mIoU: 0.389
2023-07-25 07:34:46,699 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.396
2023-07-25 07:34:46,715 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.895, mIoU: 0.393
2023-07-25 07:34:46,732 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.433
2023-07-25 07:34:46,748 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.434
2023-07-25 07:34:46,763 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.433
2023-07-25 07:34:46,777 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.472
2023-07-25 07:34:46,795 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.482
2023-07-25 07:34:46,809 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.904, mIoU: 0.483
2023-07-25 07:34:46,824 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.507
2023-07-25 07:34:46,840 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-25 07:34:46,855 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.509
2023-07-25 07:34:46,869 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.509
2023-07-25 07:34:46,886 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.899, mIoU: 0.507
2023-07-25 07:34:46,902 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.901, mIoU: 0.512
2023-07-25 07:34:46,916 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.902, mIoU: 0.517
2023-07-25 07:34:46,930 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.902, mIoU: 0.518
2023-07-25 07:34:46,945 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.901, mIoU: 0.514
2023-07-25 07:34:46,963 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.900, mIoU: 0.509
2023-07-25 07:34:46,981 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.899, mIoU: 0.503
2023-07-25 07:34:46,998 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-25 07:34:47,012 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.500
2023-07-25 07:34:47,030 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.901, mIoU: 0.498
2023-07-25 07:34:47,046 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.901, mIoU: 0.502
2023-07-25 07:34:47,060 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.898, mIoU: 0.497
2023-07-25 07:34:47,077 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.898, mIoU: 0.494
2023-07-25 07:34:47,096 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.899, mIoU: 0.493
2023-07-25 07:34:47,110 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.493
2023-07-25 07:34:47,126 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.890, mIoU: 0.483
2023-07-25 07:34:47,141 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.889, mIoU: 0.489
2023-07-25 07:34:47,157 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.890, mIoU: 0.485
2023-07-25 07:34:47,171 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.891, mIoU: 0.485
2023-07-25 07:34:47,191 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.890, mIoU: 0.488
2023-07-25 07:34:47,205 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-25 07:34:47,221 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.891, mIoU: 0.475
2023-07-25 07:34:47,237 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.892, mIoU: 0.473
2023-07-25 07:34:47,252 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.892, mIoU: 0.503
2023-07-25 07:34:47,268 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.893, mIoU: 0.505
2023-07-25 07:34:47,284 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.890, mIoU: 0.505
2023-07-25 07:34:47,302 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 07:34:47,316 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.891, mIoU: 0.528
2023-07-25 07:34:47,332 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.891, mIoU: 0.521
2023-07-25 07:34:47,349 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.520
2023-07-25 07:34:47,365 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.893, mIoU: 0.536
2023-07-25 07:34:47,381 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.891, mIoU: 0.527
2023-07-25 07:34:47,397 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 07:34:47,408 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 07:34:47,424 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 07:34:47,443 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.532
2023-07-25 07:34:47,457 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.888, mIoU: 0.533
2023-07-25 07:34:47,473 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.887, mIoU: 0.532
2023-07-25 07:34:47,489 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 07:34:47,506 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-25 07:34:47,523 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 07:34:47,539 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:47,555 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 07:34:47,571 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 07:34:47,588 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 07:34:47,602 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 07:34:47,618 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 07:34:47,635 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 07:34:47,652 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 07:34:47,668 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:47,684 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 07:34:47,700 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:47,714 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:47,728 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:47,744 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:47,759 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 07:34:47,775 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 07:34:47,791 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:47,805 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 07:34:47,821 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 07:34:47,838 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.881, mIoU: 0.505
2023-07-25 07:34:47,851 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 07:34:47,868 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 07:34:47,884 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 07:34:47,898 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 07:34:47,912 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.883, mIoU: 0.512
2023-07-25 07:34:47,926 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 07:34:47,940 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 07:34:47,956 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 07:34:47,972 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 07:34:47,989 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 07:34:48,003 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 07:34:48,017 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 07:34:48,034 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 07:34:48,049 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.885, mIoU: 0.507
2023-07-25 07:34:48,064 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 07:34:48,081 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.884, mIoU: 0.503
2023-07-25 07:34:48,096 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.884, mIoU: 0.502
2023-07-25 07:34:48,111 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.885, mIoU: 0.499
2023-07-25 07:34:48,128 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.885, mIoU: 0.498
2023-07-25 07:34:48,145 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.885, mIoU: 0.498
2023-07-25 07:34:48,154 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.886, mIoU: 0.501
2023-07-25 07:34:48,167 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.886, mIoU: 0.500
2023-07-25 07:34:48,184 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.881, mIoU: 0.491
2023-07-25 07:34:48,193 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.881, mIoU: 0.491
2023-07-25 07:34:48,208 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.881, mIoU: 0.498
2023-07-25 07:34:48,224 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 07:34:48,241 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 07:34:48,255 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.883, mIoU: 0.500
2023-07-25 07:34:48,272 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.883, mIoU: 0.496
2023-07-25 07:34:48,286 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.882, mIoU: 0.492
2023-07-25 07:34:48,299 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.883, mIoU: 0.493
2023-07-25 07:34:48,315 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-25 07:34:48,330 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-25 07:34:48,346 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.882, mIoU: 0.493
2023-07-25 07:34:48,360 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.882, mIoU: 0.492
2023-07-25 07:34:48,376 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.883, mIoU: 0.495
2023-07-25 07:34:48,392 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.883, mIoU: 0.494
2023-07-25 07:34:48,408 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.883, mIoU: 0.496
2023-07-25 07:34:48,426 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.883, mIoU: 0.500
2023-07-25 07:34:48,443 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.884, mIoU: 0.501
2023-07-25 07:34:48,459 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.882, mIoU: 0.492
2023-07-25 07:34:48,476 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.882, mIoU: 0.491
2023-07-25 07:34:48,491 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.881, mIoU: 0.496
2023-07-25 07:34:48,503 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 07:34:48,520 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 07:34:48,536 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 07:34:48,551 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 07:34:48,566 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 07:34:48,581 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 07:34:48,595 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.882, mIoU: 0.507
2023-07-25 07:34:48,612 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 07:34:48,628 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.881, mIoU: 0.505
2023-07-25 07:34:48,645 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 07:34:48,662 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 07:34:48,678 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 07:34:48,695 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 07:34:48,711 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 07:34:48,725 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 07:34:48,742 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 07:34:48,756 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 07:34:48,770 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 07:34:48,784 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.881, mIoU: 0.505
2023-07-25 07:34:48,800 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.881, mIoU: 0.505
2023-07-25 07:34:48,816 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-25 07:34:48,833 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-25 07:34:48,850 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-25 07:34:48,865 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-25 07:34:48,882 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-25 07:34:48,898 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-25 07:34:48,915 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 07:34:48,931 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.879, mIoU: 0.496
2023-07-25 07:34:48,945 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 07:34:48,960 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 07:34:48,976 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.878, mIoU: 0.493
2023-07-25 07:34:48,990 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.879, mIoU: 0.493
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2023-07-25 07:34:52,142 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 07:34:52,159 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 07:34:52,175 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,190 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,206 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.873, mIoU: 0.486
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2023-07-25 07:34:52,235 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 07:34:52,251 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 07:34:52,267 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 07:34:52,283 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 07:34:52,300 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 07:34:52,316 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 07:34:52,333 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,346 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 07:34:52,362 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 07:34:52,377 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 07:34:52,394 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 07:34:52,410 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 07:34:52,427 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,442 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,456 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.873, mIoU: 0.486
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2023-07-25 07:34:52,489 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 07:34:52,506 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 07:34:52,522 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,539 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,555 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:52,569 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:52,586 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 07:34:52,602 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 07:34:52,618 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 07:34:52,632 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,647 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:52,661 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:52,676 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,688 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 07:34:52,705 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 07:34:52,721 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 07:34:52,738 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 07:34:52,754 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 07:34:52,768 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 07:34:52,786 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 07:34:52,802 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 07:34:52,818 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 07:34:52,833 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:52,850 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 07:34:52,863 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 07:34:52,882 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:52,896 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 07:34:52,913 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 07:34:52,929 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 07:34:52,944 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.873, mIoU: 0.492
2023-07-25 07:34:52,960 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:52,976 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:52,990 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:53,006 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:53,023 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:53,038 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.874, mIoU: 0.492
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2023-07-25 07:34:53,071 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 07:34:53,087 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 07:34:53,104 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 07:34:53,120 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 07:34:53,137 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 07:34:53,152 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 07:34:53,169 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 07:34:53,183 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 07:34:53,197 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 07:34:53,215 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 07:34:53,232 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.873, mIoU: 0.491
2023-07-25 07:34:53,248 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 07:34:53,265 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:53,279 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:53,295 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:53,310 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:53,321 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 07:34:53,337 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 07:34:53,353 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:53,369 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 07:34:53,386 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:53,403 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:53,420 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 07:34:53,436 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.873, mIoU: 0.486
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2023-07-25 07:34:53,515 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 07:34:53,532 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.873, mIoU: 0.490
2023-07-25 07:34:53,550 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 07:34:53,567 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 07:34:53,584 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.874, mIoU: 0.491
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2023-07-25 07:34:53,614 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 07:34:53,631 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 07:34:53,678 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 07:34:53,691 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 07:34:53,707 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 07:34:53,722 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 07:34:53,739 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 07:34:53,755 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 07:34:53,771 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 07:34:53,782 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 07:34:53,796 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 07:34:53,812 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 07:34:53,828 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 07:34:53,842 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 07:34:53,856 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 07:34:53,870 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 07:34:53,886 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 07:34:53,903 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 07:34:53,918 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 07:34:53,928 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 07:34:53,944 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 07:34:53,961 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.877, mIoU: 0.505
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2023-07-25 07:34:53,991 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 07:34:54,008 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 07:34:54,022 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 07:34:54,039 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,053 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,070 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,087 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,103 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,120 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,136 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,150 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 07:34:54,167 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 07:34:54,183 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 07:34:54,199 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 07:34:54,214 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 07:34:54,232 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 07:34:54,249 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 07:34:54,265 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 07:34:54,279 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 07:34:54,294 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 07:34:54,310 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 07:34:54,326 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 07:34:54,343 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 07:34:54,359 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 07:34:54,373 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 07:34:54,389 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 07:34:54,405 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 07:34:54,419 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 07:34:54,435 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 07:34:54,447 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,463 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,477 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,489 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:54,502 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:54,518 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:54,535 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:54,551 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:54,567 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:54,576 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:54,593 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:54,609 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:54,626 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:54,642 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 07:34:54,658 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.878, mIoU: 0.507
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2023-07-25 07:34:54,686 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.879, mIoU: 0.508
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2023-07-25 07:34:54,718 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.879, mIoU: 0.509
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2023-07-25 07:34:54,748 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.879, mIoU: 0.507
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2023-07-25 07:34:54,778 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.879, mIoU: 0.508
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2023-07-25 07:34:54,810 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 07:34:54,824 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.878, mIoU: 0.507
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2023-07-25 07:34:54,857 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,874 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,888 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 07:34:54,905 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:54,922 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 07:34:54,936 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.878, mIoU: 0.509
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2023-07-25 07:34:55,000 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.879, mIoU: 0.509
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2023-07-25 07:34:55,031 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:55,047 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:55,064 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,075 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,091 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:55,108 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.879, mIoU: 0.510
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2023-07-25 07:34:55,137 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,151 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,167 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,184 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,201 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,216 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,229 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:55,244 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,261 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 07:34:55,277 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,294 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,310 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,326 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,341 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:55,357 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,374 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,388 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,404 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,420 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,436 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,452 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,468 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,480 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,495 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,511 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,526 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,542 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 07:34:55,558 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 07:34:55,570 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 07:34:55,586 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 07:34:55,603 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 07:34:55,619 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 07:34:55,633 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 07:34:55,650 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:55,666 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:55,683 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:55,699 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 07:34:55,716 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 07:34:55,732 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 07:34:55,749 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 07:34:55,765 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 07:34:55,780 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 07:34:55,793 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,809 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,825 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,841 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,855 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 07:34:55,871 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:55,885 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,900 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 07:34:55,916 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,932 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,948 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,964 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 07:34:55,980 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:55,995 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:56,010 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,026 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,042 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,062 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,078 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,095 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,106 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,120 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,137 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,151 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:56,167 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:56,181 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:56,195 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:56,210 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 07:34:56,228 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:56,244 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 07:34:56,260 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,274 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 07:34:56,289 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 07:34:56,302 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 07:34:56,317 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,333 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 07:34:56,349 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,365 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,381 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,398 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,413 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,430 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 07:34:56,446 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 07:34:56,461 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,475 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,491 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,509 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,526 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,540 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,557 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 07:34:56,574 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,590 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,604 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,618 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,627 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,643 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,660 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,676 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,692 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,708 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,723 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,740 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,756 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,769 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,784 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,800 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,816 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,833 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,847 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:56,861 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:56,875 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,890 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,904 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,918 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 07:34:56,933 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:56,948 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,965 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,977 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:56,992 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:57,007 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:57,019 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,035 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,052 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,068 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,084 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,101 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,117 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,131 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,148 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,164 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,183 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,199 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,215 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,232 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,246 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 07:34:57,259 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,273 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:57,289 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 07:34:57,306 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 07:34:57,320 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,334 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,349 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 07:34:57,364 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,380 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,395 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,411 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,425 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,442 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,456 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,472 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,488 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,503 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,521 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:57,535 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,552 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 07:34:57,569 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,583 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,597 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,614 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,630 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,646 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,663 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,676 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,690 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,705 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:57,719 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:57,735 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:57,752 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,766 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,782 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,796 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,812 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,829 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,843 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,857 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,873 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,890 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,904 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:57,921 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,937 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,952 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,966 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 07:34:57,982 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:57,999 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,017 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,031 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,047 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,061 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,078 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,092 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,106 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 07:34:58,122 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,138 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,152 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,168 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,185 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 07:34:58,201 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:58,218 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 07:34:58,232 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 07:34:58,246 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 07:34:58,262 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:58,277 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:58,291 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,306 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,323 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,338 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,352 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,368 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,385 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,402 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,419 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,433 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,447 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,463 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,479 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,496 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,512 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,526 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,540 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,552 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 07:34:58,568 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,585 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,600 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,615 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,627 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,642 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,658 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,675 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 07:34:58,689 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 07:34:58,706 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,720 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 07:34:58,737 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 07:34:58,752 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 07:34:58,768 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 07:34:58,783 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,799 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,815 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,829 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 07:34:58,846 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:58,862 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:58,878 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:58,894 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:58,910 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:34:58,926 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:34:58,942 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:34:58,957 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:34:58,973 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:34:58,989 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,002 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,016 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,030 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,049 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:34:59,064 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,082 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,099 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,111 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,127 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,145 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,161 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,176 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,193 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,208 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,223 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,238 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,255 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,271 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,285 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,297 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,315 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,332 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,347 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,361 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,377 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,393 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,409 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,425 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,439 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,455 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,469 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,485 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:34:59,501 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:34:59,515 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,532 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,546 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:34:59,562 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,578 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,594 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,610 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,626 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,641 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,656 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,673 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,689 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,706 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,722 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,732 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,747 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,762 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,778 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,794 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,810 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:34:59,824 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,840 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,856 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,872 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,889 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,907 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,921 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:34:59,938 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:34:59,954 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:34:59,971 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:34:59,985 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:00,001 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:00,017 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:00,034 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,048 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,064 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,080 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,094 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,109 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,125 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:35:00,139 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:35:00,154 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:35:00,168 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:00,183 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:00,198 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,214 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,230 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,246 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,262 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,276 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:00,291 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:00,307 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:00,322 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,336 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,353 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,369 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,386 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 07:35:00,403 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,418 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,432 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,450 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,466 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,480 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,496 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,510 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,527 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,542 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,559 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,575 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,591 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,601 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:35:00,617 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 07:35:00,634 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 07:35:00,648 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,663 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,680 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,696 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,711 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,727 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,744 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,762 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,778 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,795 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,813 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,831 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,845 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,862 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,879 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,894 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 07:35:00,908 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,924 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:00,941 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:00,957 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:00,964 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:00,979 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:00,993 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:01,006 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:01,018 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:01,034 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,049 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,065 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:01,077 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,091 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,106 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,118 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,135 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:01,149 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,166 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,182 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,198 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,215 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,227 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,241 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,257 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,274 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,290 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,306 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 07:35:01,320 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,330 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,342 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,356 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,369 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,385 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,399 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,415 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,431 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,448 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:01,463 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:01,479 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,495 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,512 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:01,529 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,544 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,560 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,577 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,594 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,609 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,624 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,641 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,656 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,674 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 07:35:01,688 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,704 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,720 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,738 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,755 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,769 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,785 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,800 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 07:35:01,816 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,831 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,845 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,859 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,874 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,890 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 07:35:01,906 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 07:35:01,923 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,939 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,956 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 07:35:01,972 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:01,988 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,002 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,019 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,030 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,044 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,061 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 07:35:02,073 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 07:35:02,090 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 07:35:02,105 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:02,121 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:02,137 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,154 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,169 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,185 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 07:35:02,198 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,214 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,227 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,243 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,258 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,271 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,287 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,300 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,316 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,333 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,349 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,365 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,381 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,395 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,409 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,425 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 07:35:02,439 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:02,454 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:02,471 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,487 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 07:35:02,503 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,517 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,531 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,547 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,563 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,580 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,594 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,608 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,624 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,639 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,655 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,671 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 07:35:02,687 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,702 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,717 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,734 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,751 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,767 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,783 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,799 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,813 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 07:35:02,830 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,846 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,864 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,878 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 07:35:02,894 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,910 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,928 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,942 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,957 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,973 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:02,988 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,004 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,020 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,035 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,049 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,064 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,081 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,094 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:03,109 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,122 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:03,132 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,148 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,165 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,179 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,196 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,212 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,226 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 07:35:03,241 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 07:35:03,257 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 07:35:03,274 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 07:35:03,290 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 07:35:03,308 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,324 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,342 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 07:35:03,357 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,371 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,386 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,402 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,418 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,431 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,444 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,460 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,476 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,491 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,507 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,520 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,536 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,551 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,565 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,582 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,599 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:03,615 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,631 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,646 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,662 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,678 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,694 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,710 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,725 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,741 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,755 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,768 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,781 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,797 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:03,812 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,828 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 07:35:03,843 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,854 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,867 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,884 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,900 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,913 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,929 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,945 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,961 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:03,975 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:03,990 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,006 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,020 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,036 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,050 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:04,064 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:04,079 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 07:35:04,095 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,111 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,127 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,140 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,156 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,172 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,185 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,201 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,216 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,232 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,248 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 07:35:04,261 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 07:35:04,275 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,291 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,306 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,321 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,335 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:04,350 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,368 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,383 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,394 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,410 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,427 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,443 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 07:35:04,459 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,472 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 07:35:04,488 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:04,503 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 07:35:04,517 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,533 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,549 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,565 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,581 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,598 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,613 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,628 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,644 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,658 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,673 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 07:35:04,689 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,705 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,718 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,734 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,746 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,762 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,778 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,794 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,808 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,824 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,842 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,858 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,870 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,886 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,902 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:04,913 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 07:35:04,930 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,946 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,963 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,977 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 07:35:04,991 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:05,007 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 07:35:05,021 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,037 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,051 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,067 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,080 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,094 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,110 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,125 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,140 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,156 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,173 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,187 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,204 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,219 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:05,234 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,250 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:05,264 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,278 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,294 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,310 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,326 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,340 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:05,353 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,369 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,384 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,399 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,413 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,429 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,445 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,462 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,478 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,494 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,512 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,526 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,541 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,558 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,572 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,588 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,604 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,619 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,635 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,650 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 07:35:05,666 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,681 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,696 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,711 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,726 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,743 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 07:35:05,757 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,773 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,789 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,803 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,817 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,834 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,851 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,865 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,881 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,898 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,915 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,931 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:05,947 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,964 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,980 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:05,994 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:06,007 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:06,021 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:06,034 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 07:35:06,048 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,063 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,078 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,092 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,105 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,120 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,132 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,146 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,161 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,177 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,192 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,209 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,223 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,239 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,255 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-25 07:35:06,269 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,286 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 07:35:06,303 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,320 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,334 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,350 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,367 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,383 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,399 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,412 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,428 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:06,444 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,459 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,475 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,489 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,504 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:06,519 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:06,535 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:06,550 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:06,566 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,581 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,598 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,608 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,623 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,636 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,651 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,669 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,686 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,701 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,715 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,729 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,744 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,761 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:06,777 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:06,793 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,810 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,824 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,840 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,856 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,871 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,886 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,902 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,916 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,931 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,943 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,959 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,975 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:06,990 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:07,006 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,020 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,034 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,049 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,065 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:07,081 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 07:35:07,095 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 07:35:07,109 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,125 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,141 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,157 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,170 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 07:35:07,186 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,204 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,221 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,237 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,254 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,263 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,279 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,293 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,308 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,324 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,341 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,357 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,374 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,391 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,407 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,424 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 07:35:07,438 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,453 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:07,471 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 07:35:07,486 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,502 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,518 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,535 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,549 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,563 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,579 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,594 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,607 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,621 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,637 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,654 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:07,670 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:07,686 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,702 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,719 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,735 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,749 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,765 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,779 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,796 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,813 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,829 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,845 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,859 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:07,875 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,890 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:07,906 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:07,922 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,937 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,953 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 07:35:07,969 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,982 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:07,997 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,011 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,026 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,043 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,059 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,076 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,092 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,107 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,118 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,134 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,147 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,164 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:08,179 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,195 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,211 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,224 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,234 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,251 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,267 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,283 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,297 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,313 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,329 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,343 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,359 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,375 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,389 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,405 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,418 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,433 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,449 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,464 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,478 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:08,494 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:08,510 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 07:35:08,525 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,542 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:08,556 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:08,571 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 07:35:08,587 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 07:35:08,605 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 07:35:27,016 semantic_segmentation INFO: Iters: 41610/150000 || Lr: 0.014929 || Task Loss: 0.4679 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:09 || Estimated Time: 2 days, 6:11:17
2023-07-25 07:35:45,439 semantic_segmentation INFO: Iters: 41620/150000 || Lr: 0.014928 || Task Loss: 0.9154 || KD Loss: 0.3990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:27 || Estimated Time: 2 days, 6:11:00
2023-07-25 07:36:04,300 semantic_segmentation INFO: Iters: 41630/150000 || Lr: 0.014927 || Task Loss: 0.6905 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:46 || Estimated Time: 2 days, 6:10:45
2023-07-25 07:36:22,786 semantic_segmentation INFO: Iters: 41640/150000 || Lr: 0.014926 || Task Loss: 0.6269 || KD Loss: 0.2337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:05 || Estimated Time: 2 days, 6:10:28
2023-07-25 07:36:41,366 semantic_segmentation INFO: Iters: 41650/150000 || Lr: 0.014924 || Task Loss: 0.8605 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:23 || Estimated Time: 2 days, 6:10:11
2023-07-25 07:36:59,728 semantic_segmentation INFO: Iters: 41660/150000 || Lr: 0.014923 || Task Loss: 0.8751 || KD Loss: 0.2504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:42 || Estimated Time: 2 days, 6:09:54
2023-07-25 07:37:18,292 semantic_segmentation INFO: Iters: 41670/150000 || Lr: 0.014922 || Task Loss: 0.5094 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:00 || Estimated Time: 2 days, 6:09:38
2023-07-25 07:37:36,987 semantic_segmentation INFO: Iters: 41680/150000 || Lr: 0.014921 || Task Loss: 0.6794 || KD Loss: 0.2335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:19 || Estimated Time: 2 days, 6:09:22
2023-07-25 07:37:55,452 semantic_segmentation INFO: Iters: 41690/150000 || Lr: 0.014919 || Task Loss: 0.7645 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:37 || Estimated Time: 2 days, 6:09:05
2023-07-25 07:38:14,248 semantic_segmentation INFO: Iters: 41700/150000 || Lr: 0.014918 || Task Loss: 1.1909 || KD Loss: 0.4269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:56 || Estimated Time: 2 days, 6:08:49
2023-07-25 07:38:33,085 semantic_segmentation INFO: Iters: 41710/150000 || Lr: 0.014917 || Task Loss: 0.6415 || KD Loss: 0.1993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:15 || Estimated Time: 2 days, 6:08:33
2023-07-25 07:38:52,029 semantic_segmentation INFO: Iters: 41720/150000 || Lr: 0.014916 || Task Loss: 0.6355 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:34 || Estimated Time: 2 days, 6:08:18
2023-07-25 07:39:10,391 semantic_segmentation INFO: Iters: 41730/150000 || Lr: 0.014915 || Task Loss: 0.7167 || KD Loss: 0.2571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:52 || Estimated Time: 2 days, 6:08:01
2023-07-25 07:39:29,280 semantic_segmentation INFO: Iters: 41740/150000 || Lr: 0.014913 || Task Loss: 1.0186 || KD Loss: 0.3380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:11 || Estimated Time: 2 days, 6:07:45
2023-07-25 07:39:47,731 semantic_segmentation INFO: Iters: 41750/150000 || Lr: 0.014912 || Task Loss: 0.6973 || KD Loss: 0.2188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:30 || Estimated Time: 2 days, 6:07:28
2023-07-25 07:40:06,170 semantic_segmentation INFO: Iters: 41760/150000 || Lr: 0.014911 || Task Loss: 0.8483 || KD Loss: 0.3010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:48 || Estimated Time: 2 days, 6:07:11
2023-07-25 07:40:24,540 semantic_segmentation INFO: Iters: 41770/150000 || Lr: 0.014910 || Task Loss: 1.0199 || KD Loss: 0.5025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:06 || Estimated Time: 2 days, 6:06:54
2023-07-25 07:40:43,358 semantic_segmentation INFO: Iters: 41780/150000 || Lr: 0.014908 || Task Loss: 0.7355 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:25 || Estimated Time: 2 days, 6:06:38
2023-07-25 07:41:02,058 semantic_segmentation INFO: Iters: 41790/150000 || Lr: 0.014907 || Task Loss: 1.1434 || KD Loss: 0.4598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:44 || Estimated Time: 2 days, 6:06:22
2023-07-25 07:41:20,533 semantic_segmentation INFO: Iters: 41800/150000 || Lr: 0.014906 || Task Loss: 0.6466 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:02 || Estimated Time: 2 days, 6:06:05
2023-07-25 07:41:39,331 semantic_segmentation INFO: Iters: 41810/150000 || Lr: 0.014905 || Task Loss: 0.4850 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:21 || Estimated Time: 2 days, 6:05:49
2023-07-25 07:41:57,749 semantic_segmentation INFO: Iters: 41820/150000 || Lr: 0.014903 || Task Loss: 0.9576 || KD Loss: 0.2711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:40 || Estimated Time: 2 days, 6:05:32
2023-07-25 07:42:16,525 semantic_segmentation INFO: Iters: 41830/150000 || Lr: 0.014902 || Task Loss: 0.7528 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:58 || Estimated Time: 2 days, 6:05:16
2023-07-25 07:42:35,023 semantic_segmentation INFO: Iters: 41840/150000 || Lr: 0.014901 || Task Loss: 1.0061 || KD Loss: 0.4134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:17 || Estimated Time: 2 days, 6:05:00
2023-07-25 07:42:53,863 semantic_segmentation INFO: Iters: 41850/150000 || Lr: 0.014900 || Task Loss: 0.6264 || KD Loss: 0.2008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:36 || Estimated Time: 2 days, 6:04:44
2023-07-25 07:43:12,253 semantic_segmentation INFO: Iters: 41860/150000 || Lr: 0.014898 || Task Loss: 0.7447 || KD Loss: 0.2468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:54 || Estimated Time: 2 days, 6:04:27
2023-07-25 07:43:31,438 semantic_segmentation INFO: Iters: 41870/150000 || Lr: 0.014897 || Task Loss: 0.7812 || KD Loss: 0.3139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:13 || Estimated Time: 2 days, 6:04:12
2023-07-25 07:43:49,892 semantic_segmentation INFO: Iters: 41880/150000 || Lr: 0.014896 || Task Loss: 0.7128 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2456|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:32 || Estimated Time: 2 days, 6:03:55
2023-07-25 07:44:08,219 semantic_segmentation INFO: Iters: 41890/150000 || Lr: 0.014895 || Task Loss: 0.6207 || KD Loss: 0.2238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:50 || Estimated Time: 2 days, 6:03:38
2023-07-25 07:44:27,005 semantic_segmentation INFO: Iters: 41900/150000 || Lr: 0.014893 || Task Loss: 0.6273 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:09 || Estimated Time: 2 days, 6:03:22
2023-07-25 07:44:45,508 semantic_segmentation INFO: Iters: 41910/150000 || Lr: 0.014892 || Task Loss: 0.6894 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:27 || Estimated Time: 2 days, 6:03:05
2023-07-25 07:45:04,297 semantic_segmentation INFO: Iters: 41920/150000 || Lr: 0.014891 || Task Loss: 0.5121 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:46 || Estimated Time: 2 days, 6:02:49
2023-07-25 07:45:22,543 semantic_segmentation INFO: Iters: 41930/150000 || Lr: 0.014890 || Task Loss: 0.7393 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:04 || Estimated Time: 2 days, 6:02:32
2023-07-25 07:45:41,070 semantic_segmentation INFO: Iters: 41940/150000 || Lr: 0.014888 || Task Loss: 0.6116 || KD Loss: 0.2403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:23 || Estimated Time: 2 days, 6:02:15
2023-07-25 07:46:00,067 semantic_segmentation INFO: Iters: 41950/150000 || Lr: 0.014887 || Task Loss: 0.8210 || KD Loss: 0.2942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:42 || Estimated Time: 2 days, 6:02:00
2023-07-25 07:46:18,428 semantic_segmentation INFO: Iters: 41960/150000 || Lr: 0.014886 || Task Loss: 0.5972 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:00 || Estimated Time: 2 days, 6:01:43
2023-07-25 07:46:37,484 semantic_segmentation INFO: Iters: 41970/150000 || Lr: 0.014885 || Task Loss: 0.6870 || KD Loss: 0.2127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:19 || Estimated Time: 2 days, 6:01:27
2023-07-25 07:46:56,079 semantic_segmentation INFO: Iters: 41980/150000 || Lr: 0.014884 || Task Loss: 0.7293 || KD Loss: 0.2602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:38 || Estimated Time: 2 days, 6:01:10
2023-07-25 07:47:15,081 semantic_segmentation INFO: Iters: 41990/150000 || Lr: 0.014882 || Task Loss: 0.8539 || KD Loss: 0.2285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:57 || Estimated Time: 2 days, 6:00:55
2023-07-25 07:47:33,933 semantic_segmentation INFO: Iters: 42000/150000 || Lr: 0.014881 || Task Loss: 0.6536 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:16 || Estimated Time: 2 days, 6:00:40
2023-07-25 07:47:52,316 semantic_segmentation INFO: Iters: 42010/150000 || Lr: 0.014880 || Task Loss: 0.5441 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:34 || Estimated Time: 2 days, 6:00:23
2023-07-25 07:48:10,920 semantic_segmentation INFO: Iters: 42020/150000 || Lr: 0.014879 || Task Loss: 0.8286 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:53 || Estimated Time: 2 days, 6:00:06
2023-07-25 07:48:29,353 semantic_segmentation INFO: Iters: 42030/150000 || Lr: 0.014877 || Task Loss: 0.5335 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:11 || Estimated Time: 2 days, 5:59:49
2023-07-25 07:48:47,832 semantic_segmentation INFO: Iters: 42040/150000 || Lr: 0.014876 || Task Loss: 0.7687 || KD Loss: 0.1998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:30 || Estimated Time: 2 days, 5:59:32
2023-07-25 07:49:07,087 semantic_segmentation INFO: Iters: 42050/150000 || Lr: 0.014875 || Task Loss: 0.6580 || KD Loss: 0.3152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:49 || Estimated Time: 2 days, 5:59:18
2023-07-25 07:49:25,542 semantic_segmentation INFO: Iters: 42060/150000 || Lr: 0.014874 || Task Loss: 0.5047 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:02:07 || Estimated Time: 2 days, 5:59:01
2023-07-25 07:49:43,971 semantic_segmentation INFO: Iters: 42070/150000 || Lr: 0.014872 || Task Loss: 0.6119 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:02:26 || Estimated Time: 2 days, 5:58:44
2023-07-25 07:50:02,403 semantic_segmentation INFO: Iters: 42080/150000 || Lr: 0.014871 || Task Loss: 0.5375 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:02:44 || Estimated Time: 2 days, 5:58:27
2023-07-25 07:50:21,460 semantic_segmentation INFO: Iters: 42090/150000 || Lr: 0.014870 || Task Loss: 0.4901 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:03 || Estimated Time: 2 days, 5:58:12
2023-07-25 07:50:40,218 semantic_segmentation INFO: Iters: 42100/150000 || Lr: 0.014869 || Task Loss: 0.6165 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:22 || Estimated Time: 2 days, 5:57:56
2023-07-25 07:50:58,466 semantic_segmentation INFO: Iters: 42110/150000 || Lr: 0.014867 || Task Loss: 0.5613 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:40 || Estimated Time: 2 days, 5:57:38
2023-07-25 07:51:17,284 semantic_segmentation INFO: Iters: 42120/150000 || Lr: 0.014866 || Task Loss: 0.5491 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:59 || Estimated Time: 2 days, 5:57:22
2023-07-25 07:51:35,631 semantic_segmentation INFO: Iters: 42130/150000 || Lr: 0.014865 || Task Loss: 0.5512 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:17 || Estimated Time: 2 days, 5:57:05
2023-07-25 07:51:54,392 semantic_segmentation INFO: Iters: 42140/150000 || Lr: 0.014864 || Task Loss: 0.5057 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:36 || Estimated Time: 2 days, 5:56:49
2023-07-25 07:52:13,148 semantic_segmentation INFO: Iters: 42150/150000 || Lr: 0.014862 || Task Loss: 0.6625 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:55 || Estimated Time: 2 days, 5:56:33
2023-07-25 07:52:31,904 semantic_segmentation INFO: Iters: 42160/150000 || Lr: 0.014861 || Task Loss: 0.7921 || KD Loss: 0.3042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:14 || Estimated Time: 2 days, 5:56:17
2023-07-25 07:52:50,287 semantic_segmentation INFO: Iters: 42170/150000 || Lr: 0.014860 || Task Loss: 0.6599 || KD Loss: 0.2412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:32 || Estimated Time: 2 days, 5:56:00
2023-07-25 07:53:09,274 semantic_segmentation INFO: Iters: 42180/150000 || Lr: 0.014859 || Task Loss: 0.5317 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:51 || Estimated Time: 2 days, 5:55:44
2023-07-25 07:53:27,605 semantic_segmentation INFO: Iters: 42190/150000 || Lr: 0.014857 || Task Loss: 0.5999 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:09 || Estimated Time: 2 days, 5:55:27
2023-07-25 07:53:46,733 semantic_segmentation INFO: Iters: 42200/150000 || Lr: 0.014856 || Task Loss: 0.7495 || KD Loss: 0.2447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:29 || Estimated Time: 2 days, 5:55:12
2023-07-25 07:54:04,972 semantic_segmentation INFO: Iters: 42210/150000 || Lr: 0.014855 || Task Loss: 0.6146 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:47 || Estimated Time: 2 days, 5:54:55
2023-07-25 07:54:23,891 semantic_segmentation INFO: Iters: 42220/150000 || Lr: 0.014854 || Task Loss: 0.8414 || KD Loss: 0.2940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:06 || Estimated Time: 2 days, 5:54:39
2023-07-25 07:54:42,323 semantic_segmentation INFO: Iters: 42230/150000 || Lr: 0.014853 || Task Loss: 0.9778 || KD Loss: 0.4384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:24 || Estimated Time: 2 days, 5:54:22
2023-07-25 07:55:01,148 semantic_segmentation INFO: Iters: 42240/150000 || Lr: 0.014851 || Task Loss: 0.8596 || KD Loss: 0.3255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:43 || Estimated Time: 2 days, 5:54:06
2023-07-25 07:55:19,479 semantic_segmentation INFO: Iters: 42250/150000 || Lr: 0.014850 || Task Loss: 0.6003 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:01 || Estimated Time: 2 days, 5:53:49
2023-07-25 07:55:38,770 semantic_segmentation INFO: Iters: 42260/150000 || Lr: 0.014849 || Task Loss: 0.7555 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:21 || Estimated Time: 2 days, 5:53:34
2023-07-25 07:55:57,006 semantic_segmentation INFO: Iters: 42270/150000 || Lr: 0.014848 || Task Loss: 0.6181 || KD Loss: 0.2199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:39 || Estimated Time: 2 days, 5:53:17
2023-07-25 07:56:15,508 semantic_segmentation INFO: Iters: 42280/150000 || Lr: 0.014846 || Task Loss: 0.6487 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:57 || Estimated Time: 2 days, 5:53:00
2023-07-25 07:56:34,871 semantic_segmentation INFO: Iters: 42290/150000 || Lr: 0.014845 || Task Loss: 0.9176 || KD Loss: 0.2560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:17 || Estimated Time: 2 days, 5:52:45
2023-07-25 07:56:53,401 semantic_segmentation INFO: Iters: 42300/150000 || Lr: 0.014844 || Task Loss: 0.7915 || KD Loss: 0.2526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:35 || Estimated Time: 2 days, 5:52:29
2023-07-25 07:57:11,843 semantic_segmentation INFO: Iters: 42310/150000 || Lr: 0.014843 || Task Loss: 0.6597 || KD Loss: 0.2187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:54 || Estimated Time: 2 days, 5:52:12
2023-07-25 07:57:30,662 semantic_segmentation INFO: Iters: 42320/150000 || Lr: 0.014841 || Task Loss: 0.6719 || KD Loss: 0.1649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2461|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:12 || Estimated Time: 2 days, 5:51:55
2023-07-25 07:57:49,521 semantic_segmentation INFO: Iters: 42330/150000 || Lr: 0.014840 || Task Loss: 0.8237 || KD Loss: 0.2159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:31 || Estimated Time: 2 days, 5:51:40
2023-07-25 07:58:07,874 semantic_segmentation INFO: Iters: 42340/150000 || Lr: 0.014839 || Task Loss: 0.7693 || KD Loss: 0.1953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:50 || Estimated Time: 2 days, 5:51:23
2023-07-25 07:58:26,323 semantic_segmentation INFO: Iters: 42350/150000 || Lr: 0.014838 || Task Loss: 0.5952 || KD Loss: 0.2099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:08 || Estimated Time: 2 days, 5:51:06
2023-07-25 07:58:44,829 semantic_segmentation INFO: Iters: 42360/150000 || Lr: 0.014836 || Task Loss: 0.5977 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:27 || Estimated Time: 2 days, 5:50:49
2023-07-25 07:59:03,943 semantic_segmentation INFO: Iters: 42370/150000 || Lr: 0.014835 || Task Loss: 0.5894 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:46 || Estimated Time: 2 days, 5:50:34
2023-07-25 07:59:22,418 semantic_segmentation INFO: Iters: 42380/150000 || Lr: 0.014834 || Task Loss: 0.7092 || KD Loss: 0.3090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:04 || Estimated Time: 2 days, 5:50:17
2023-07-25 07:59:40,827 semantic_segmentation INFO: Iters: 42390/150000 || Lr: 0.014833 || Task Loss: 0.8771 || KD Loss: 0.3700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:23 || Estimated Time: 2 days, 5:50:00
2023-07-25 07:59:59,672 semantic_segmentation INFO: Iters: 42400/150000 || Lr: 0.014831 || Task Loss: 0.7977 || KD Loss: 0.2329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:41 || Estimated Time: 2 days, 5:49:44
2023-07-25 07:59:59,796 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 08:00:00,187 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.081
2023-07-25 08:00:00,204 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.121
2023-07-25 08:00:00,217 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.122
2023-07-25 08:00:00,232 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.125
2023-07-25 08:00:00,247 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.937, mIoU: 0.193
2023-07-25 08:00:00,260 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.237
2023-07-25 08:00:00,275 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.937, mIoU: 0.269
2023-07-25 08:00:00,291 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.274
2023-07-25 08:00:00,304 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.940, mIoU: 0.304
2023-07-25 08:00:00,319 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.933, mIoU: 0.337
2023-07-25 08:00:00,334 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.918, mIoU: 0.335
2023-07-25 08:00:00,350 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.925, mIoU: 0.379
2023-07-25 08:00:00,363 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.887, mIoU: 0.323
2023-07-25 08:00:00,378 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.889, mIoU: 0.321
2023-07-25 08:00:00,393 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.891, mIoU: 0.316
2023-07-25 08:00:00,407 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.895, mIoU: 0.312
2023-07-25 08:00:00,418 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.887, mIoU: 0.304
2023-07-25 08:00:00,432 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.880, mIoU: 0.298
2023-07-25 08:00:00,449 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.882, mIoU: 0.305
2023-07-25 08:00:00,467 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.886, mIoU: 0.345
2023-07-25 08:00:00,483 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.891, mIoU: 0.351
2023-07-25 08:00:00,500 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.892, mIoU: 0.358
2023-07-25 08:00:00,516 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.890, mIoU: 0.386
2023-07-25 08:00:00,534 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.888, mIoU: 0.372
2023-07-25 08:00:00,551 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.890, mIoU: 0.382
2023-07-25 08:00:00,567 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.391
2023-07-25 08:00:00,583 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.890, mIoU: 0.389
2023-07-25 08:00:00,596 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.388
2023-07-25 08:00:00,613 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.888, mIoU: 0.378
2023-07-25 08:00:00,630 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.892, mIoU: 0.378
2023-07-25 08:00:00,646 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.381
2023-07-25 08:00:00,663 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.381
2023-07-25 08:00:00,680 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.389
2023-07-25 08:00:00,697 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.387
2023-07-25 08:00:00,714 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.902, mIoU: 0.426
2023-07-25 08:00:00,730 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.904, mIoU: 0.427
2023-07-25 08:00:00,744 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.428
2023-07-25 08:00:00,758 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.470
2023-07-25 08:00:00,776 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-25 08:00:00,790 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.479
2023-07-25 08:00:00,804 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.908, mIoU: 0.506
2023-07-25 08:00:00,820 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-25 08:00:00,836 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.507
2023-07-25 08:00:00,850 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.507
2023-07-25 08:00:00,867 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.909, mIoU: 0.509
2023-07-25 08:00:00,883 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.512
2023-07-25 08:00:00,897 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.517
2023-07-25 08:00:00,911 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.911, mIoU: 0.518
2023-07-25 08:00:00,927 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.911, mIoU: 0.518
2023-07-25 08:00:00,944 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.515
2023-07-25 08:00:00,961 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.508
2023-07-25 08:00:00,978 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.508
2023-07-25 08:00:00,992 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-25 08:00:01,009 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.503
2023-07-25 08:00:01,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.508
2023-07-25 08:00:01,040 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.506
2023-07-25 08:00:01,057 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.505
2023-07-25 08:00:01,076 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-25 08:00:01,090 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-25 08:00:01,107 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.538
2023-07-25 08:00:01,121 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.534
2023-07-25 08:00:01,137 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.906, mIoU: 0.532
2023-07-25 08:00:01,151 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.531
2023-07-25 08:00:01,171 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.538
2023-07-25 08:00:01,185 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-25 08:00:01,201 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-25 08:00:01,218 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-25 08:00:01,233 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.910, mIoU: 0.580
2023-07-25 08:00:01,250 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.911, mIoU: 0.581
2023-07-25 08:00:01,267 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.908, mIoU: 0.579
2023-07-25 08:00:01,284 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-25 08:00:01,299 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 08:00:01,315 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-25 08:00:01,331 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.907, mIoU: 0.587
2023-07-25 08:00:01,347 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.908, mIoU: 0.589
2023-07-25 08:00:01,363 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.905, mIoU: 0.574
2023-07-25 08:00:01,380 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 08:00:01,389 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 08:00:01,406 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 08:00:01,424 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 08:00:01,438 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-25 08:00:01,454 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-25 08:00:01,471 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 08:00:01,487 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 08:00:01,504 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 08:00:01,521 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 08:00:01,537 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.541
2023-07-25 08:00:01,553 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 08:00:01,569 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 08:00:01,584 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 08:00:01,600 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 08:00:01,617 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-25 08:00:01,633 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.890, mIoU: 0.530
2023-07-25 08:00:01,650 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 08:00:01,666 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:00:01,683 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 08:00:01,697 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 08:00:01,712 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 08:00:01,729 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 08:00:01,743 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 08:00:01,759 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 08:00:01,774 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.890, mIoU: 0.521
2023-07-25 08:00:01,788 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.890, mIoU: 0.522
2023-07-25 08:00:01,804 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 08:00:01,820 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.889, mIoU: 0.518
2023-07-25 08:00:01,834 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 08:00:01,850 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 08:00:01,866 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.890, mIoU: 0.521
2023-07-25 08:00:01,880 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 08:00:01,894 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.890, mIoU: 0.522
2023-07-25 08:00:01,908 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 08:00:01,922 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.891, mIoU: 0.525
2023-07-25 08:00:01,938 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.891, mIoU: 0.522
2023-07-25 08:00:01,954 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.891, mIoU: 0.523
2023-07-25 08:00:01,971 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.892, mIoU: 0.526
2023-07-25 08:00:01,985 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.892, mIoU: 0.526
2023-07-25 08:00:02,000 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 08:00:02,016 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.887, mIoU: 0.517
2023-07-25 08:00:02,031 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 08:00:02,047 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 08:00:02,063 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 08:00:02,078 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.887, mIoU: 0.513
2023-07-25 08:00:02,092 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.887, mIoU: 0.510
2023-07-25 08:00:02,108 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.886, mIoU: 0.508
2023-07-25 08:00:02,125 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.887, mIoU: 0.508
2023-07-25 08:00:02,134 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.887, mIoU: 0.510
2023-07-25 08:00:02,146 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.887, mIoU: 0.509
2023-07-25 08:00:02,163 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 08:00:02,173 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.881, mIoU: 0.497
2023-07-25 08:00:02,187 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 08:00:02,203 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 08:00:02,219 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.883, mIoU: 0.506
2023-07-25 08:00:02,233 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 08:00:02,250 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 08:00:02,264 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 08:00:02,278 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 08:00:02,294 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 08:00:02,309 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.882, mIoU: 0.503
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2023-07-25 08:00:05,464 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.878, mIoU: 0.515
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2023-07-25 08:00:05,609 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,624 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,639 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:05,653 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,667 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:05,683 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,696 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,712 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:05,728 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:00:05,742 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:00:05,752 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:00:05,762 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,779 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:00:05,793 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:00:05,806 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:05,823 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 08:00:05,840 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:00:05,856 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:00:05,871 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:00:05,887 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:00:05,902 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:00:05,919 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:00:05,933 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.878, mIoU: 0.508
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2023-07-25 08:00:05,966 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 08:00:05,983 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:00:05,997 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:00:06,014 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.876, mIoU: 0.499
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2023-07-25 08:00:06,047 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.876, mIoU: 0.500
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2023-07-25 08:00:06,111 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 08:00:06,127 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:06,144 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:06,160 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.877, mIoU: 0.499
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2023-07-25 08:00:06,190 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:06,207 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:06,223 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:06,239 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 08:00:06,255 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:06,271 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 08:00:06,287 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:06,299 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 08:00:06,315 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 08:00:06,330 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 08:00:06,347 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 08:00:06,363 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.876, mIoU: 0.499
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2023-07-25 08:00:06,408 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 08:00:06,426 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:06,441 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:06,457 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:06,473 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.877, mIoU: 0.499
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2023-07-25 08:00:06,520 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:00:06,536 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:00:06,553 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:00:06,569 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.879, mIoU: 0.498
2023-07-25 08:00:06,584 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.878, mIoU: 0.499
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2023-07-25 08:00:06,614 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:00:06,628 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:06,641 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.878, mIoU: 0.500
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2023-07-25 08:00:06,770 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.876, mIoU: 0.494
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2023-07-25 08:00:07,037 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 08:00:07,053 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:07,070 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.878, mIoU: 0.500
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2023-07-25 08:00:07,117 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:07,131 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:07,145 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 08:00:07,163 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:07,180 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.877, mIoU: 0.499
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2023-07-25 08:00:07,213 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.877, mIoU: 0.498
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2023-07-25 08:00:07,259 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.877, mIoU: 0.498
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2023-07-25 08:00:07,285 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.876, mIoU: 0.495
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2023-07-25 08:00:07,317 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 08:00:07,334 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.877, mIoU: 0.496
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2023-07-25 08:00:07,432 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.877, mIoU: 0.497
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2023-07-25 08:00:07,462 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 08:00:07,478 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 08:00:07,495 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 08:00:07,511 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:07,527 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 08:00:07,543 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.877, mIoU: 0.499
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2023-07-25 08:00:07,574 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.877, mIoU: 0.501
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2023-07-25 08:00:07,605 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.878, mIoU: 0.502
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2023-07-25 08:00:07,651 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 08:00:07,666 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 08:00:07,683 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.878, mIoU: 0.502
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2023-07-25 08:00:07,715 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 08:00:07,726 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 08:00:07,740 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:00:07,757 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 08:00:07,773 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.878, mIoU: 0.505
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2023-07-25 08:00:07,802 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:00:07,817 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:00:07,834 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:00:07,851 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.879, mIoU: 0.508
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2023-07-25 08:00:07,893 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.880, mIoU: 0.508
2023-07-25 08:00:07,910 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.880, mIoU: 0.509
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2023-07-25 08:00:07,940 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:00:07,956 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.880, mIoU: 0.510
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2023-07-25 08:00:07,987 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:00:08,001 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:00:08,018 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.881, mIoU: 0.513
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2023-07-25 08:00:08,113 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:00:08,128 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:00:08,143 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:00:08,159 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.881, mIoU: 0.514
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2023-07-25 08:00:08,210 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:00:08,224 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:00:08,240 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:00:08,257 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:00:08,274 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:00:08,290 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:08,306 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:00:08,320 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:00:08,337 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:00:08,353 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:00:08,367 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:08,383 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:08,395 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:08,411 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:08,425 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,437 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.879, mIoU: 0.520
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2023-07-25 08:00:08,466 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,482 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,497 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 08:00:08,513 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 08:00:08,522 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 08:00:08,537 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 08:00:08,554 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,570 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,585 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 08:00:08,602 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,617 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,632 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,648 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,665 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 08:00:08,682 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,696 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,711 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,727 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,743 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,760 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:08,775 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:08,791 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 08:00:08,807 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 08:00:08,824 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:08,838 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:08,854 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:08,870 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:08,883 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:08,899 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:08,914 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:08,930 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:08,945 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:08,959 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:08,975 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:08,991 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,009 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,021 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:09,037 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,054 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,068 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 08:00:09,085 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,100 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,117 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,134 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,150 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,165 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,179 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 08:00:09,193 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,209 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,225 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,242 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,257 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,273 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,286 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,302 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,318 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:09,332 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,348 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,363 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,379 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,394 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:09,411 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,424 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,440 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:09,456 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,472 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:09,488 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,504 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:09,517 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,533 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,549 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,565 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:09,579 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:09,595 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,611 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,627 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,643 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:09,660 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,676 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,692 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,707 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:09,723 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,736 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,752 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,768 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,784 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,798 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:09,814 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,829 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,846 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,862 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:09,879 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:09,896 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:09,913 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:09,929 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,944 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:09,959 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:09,975 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:09,991 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,010 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,026 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:10,042 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:10,053 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 08:00:10,067 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:10,083 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:10,097 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 08:00:10,112 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:10,126 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:10,140 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:10,156 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:10,173 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:10,189 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:10,205 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,219 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,235 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,250 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:10,265 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,282 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:10,300 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,316 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 08:00:10,333 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,349 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,363 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:10,380 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:10,396 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 08:00:10,410 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 08:00:10,424 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:10,439 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,456 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,472 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,486 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,501 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,518 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,533 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,547 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,561 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,569 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,584 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,600 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 08:00:10,616 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 08:00:10,633 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,649 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 08:00:10,665 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,682 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,699 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,712 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,729 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,744 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,760 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,776 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 08:00:10,790 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 08:00:10,804 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 08:00:10,818 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:10,833 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:10,847 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,861 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:10,875 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:10,891 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,907 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,920 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 08:00:10,935 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.882, mIoU: 0.527
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2023-07-25 08:00:10,961 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:10,976 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:10,992 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:11,008 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:11,024 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:11,040 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.883, mIoU: 0.528
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2023-07-25 08:00:11,070 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.884, mIoU: 0.529
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2023-07-25 08:00:11,103 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 08:00:11,120 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 08:00:11,137 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 08:00:11,153 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:11,169 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 08:00:11,183 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 08:00:11,196 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 08:00:11,210 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:11,226 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:11,243 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:11,257 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:11,271 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,287 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:11,303 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:11,319 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 08:00:11,335 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,351 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,365 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.883, mIoU: 0.526
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2023-07-25 08:00:11,410 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,427 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,442 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,459 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,473 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,490 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,506 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,520 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,533 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.883, mIoU: 0.525
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2023-07-25 08:00:11,566 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,582 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:11,597 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,610 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,624 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,638 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:11,652 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:11,669 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:11,688 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:11,703 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:11,719 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:11,734 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:11,751 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:11,767 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:11,782 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:11,796 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:11,813 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:11,830 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:11,845 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,862 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,879 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,894 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,908 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:11,924 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,941 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:11,959 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:11,972 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:11,987 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,001 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,017 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,030 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,044 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,060 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,077 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,091 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,108 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,125 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,143 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,160 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,175 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,188 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,204 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,219 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,233 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,248 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:12,265 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:12,279 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,293 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,308 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,324 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,341 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,357 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,371 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,385 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,401 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,417 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,433 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,448 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:12,462 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:00:12,476 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,489 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,506 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,523 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,539 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,554 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,566 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,581 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,597 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:12,613 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 08:00:12,627 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 08:00:12,643 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 08:00:12,657 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:12,674 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:12,688 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 08:00:12,704 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:12,718 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:12,734 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:12,750 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:12,765 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:12,781 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,797 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,813 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:12,829 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,845 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:12,861 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:12,877 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:12,892 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:12,908 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:12,924 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,939 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,953 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,967 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:12,985 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,000 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,017 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,033 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,046 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,061 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,078 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,095 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,109 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,126 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,142 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,156 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,172 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,189 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,205 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:13,219 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,231 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,249 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,265 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,281 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,296 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,312 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,328 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,345 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,361 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,375 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,392 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,406 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,422 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:13,437 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:13,451 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:13,467 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,481 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,497 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,514 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,530 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,545 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,561 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,577 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 08:00:13,592 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,609 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,625 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,642 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,658 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,668 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:13,684 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,698 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,714 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,730 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,747 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,762 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:13,778 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:13,794 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,810 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,827 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,844 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,858 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,874 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,891 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,906 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:13,920 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,937 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,953 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:13,970 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:13,984 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,000 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,016 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,030 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,045 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:14,061 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,075 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,090 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,104 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,120 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:14,136 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,152 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,168 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,185 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,201 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:14,215 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:14,229 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:14,245 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:14,259 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:14,272 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:14,288 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:14,304 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:14,320 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:14,337 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,351 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,366 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,383 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,400 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,414 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,430 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,444 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,461 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,476 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,493 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,509 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,525 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,535 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,551 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,568 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,582 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:00:14,597 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,613 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,629 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,643 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,659 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,675 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:00:14,692 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:00:14,708 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:14,724 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:14,741 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:14,758 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:14,772 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:00:14,788 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:00:14,804 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:00:14,819 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:00:14,833 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,849 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,865 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,881 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,889 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:00:14,903 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,917 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,931 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-25 08:00:14,944 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:14,960 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:14,976 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:14,993 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 08:00:15,006 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:15,020 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:15,037 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-25 08:00:15,048 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,065 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,079 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:15,096 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,112 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,128 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,144 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,157 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,171 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,187 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:15,203 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,219 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,235 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,248 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,259 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,271 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,285 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,297 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,313 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,326 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:15,342 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,359 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,376 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,391 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 08:00:15,408 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:15,424 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:15,441 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,458 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:15,473 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,489 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,506 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,523 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,537 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,551 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,567 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,580 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,597 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,611 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,627 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,643 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 08:00:15,661 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 08:00:15,678 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 08:00:15,692 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,708 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,723 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,739 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,755 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,770 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,784 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,801 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,818 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 08:00:15,834 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 08:00:15,851 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,868 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,885 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 08:00:15,902 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,918 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,932 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,949 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:15,960 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,974 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:15,990 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 08:00:16,002 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:16,018 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 08:00:16,034 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 08:00:16,050 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,066 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,082 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,098 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,113 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,126 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,142 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,156 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,173 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,190 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,204 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,220 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,235 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,252 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,268 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,285 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,302 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,318 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,332 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,346 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,363 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:16,377 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,391 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,407 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,423 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,439 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,453 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,467 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,483 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,499 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,515 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,529 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,543 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,558 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,575 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,591 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,607 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,623 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,639 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,655 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,671 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,687 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,703 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,718 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,734 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,748 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,764 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,780 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:16,797 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,810 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 08:00:16,826 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:16,841 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:16,858 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:16,872 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:16,888 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,903 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,919 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,935 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,950 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,966 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:16,980 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:16,996 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,014 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,028 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,044 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,058 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,068 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,084 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,100 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,114 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,130 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:17,146 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:17,160 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,174 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,190 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,206 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,222 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,240 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,255 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,273 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,288 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:17,302 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,317 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,333 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,348 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,361 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,375 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:17,391 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:17,407 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:17,423 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,440 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,453 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,470 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,485 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,499 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,515 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,531 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,547 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,563 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,577 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,593 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,609 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,625 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,641 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,655 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,671 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,685 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,698 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,712 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,727 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,743 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:17,759 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,775 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,786 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,800 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,817 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,833 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,847 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,863 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,880 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,896 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:17,910 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:17,925 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 08:00:17,941 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:17,955 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:17,970 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:17,984 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:17,997 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 08:00:18,013 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:18,029 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-25 08:00:18,045 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:18,061 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:18,075 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 08:00:18,091 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,107 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,120 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:18,136 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,152 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,168 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,184 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,197 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,211 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,227 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,243 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,258 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,272 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,288 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,306 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,320 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,331 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,346 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,363 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,378 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,394 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:18,407 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:18,423 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 08:00:18,439 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 08:00:18,453 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,469 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,485 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 08:00:18,501 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,518 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,534 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:18,550 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,565 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,581 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,595 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,611 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,627 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 08:00:18,644 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:18,657 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:18,673 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:18,685 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,701 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,718 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,733 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,747 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,763 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,780 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,795 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,807 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,823 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,839 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,850 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,866 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:18,882 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 08:00:18,897 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:18,911 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 08:00:18,925 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 08:00:18,941 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,956 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,972 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:18,986 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:19,002 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 08:00:19,016 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:19,030 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:19,046 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:19,061 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 08:00:19,077 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 08:00:19,093 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:19,110 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:19,124 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 08:00:19,139 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 08:00:19,154 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 08:00:19,169 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,185 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 08:00:19,198 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,212 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,229 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,246 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,263 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,277 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,292 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,308 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.880, mIoU: 0.519
2023-07-25 08:00:19,324 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,339 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,353 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,369 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,385 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,402 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,418 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,434 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,450 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,464 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,478 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,494 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,507 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,523 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,538 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,553 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,568 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,583 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:19,598 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,613 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,627 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,642 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 08:00:19,659 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:19,676 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:19,691 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:19,708 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:19,724 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,738 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,753 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,769 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,786 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,800 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,816 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,833 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,849 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,865 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:19,880 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,896 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,912 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,926 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,940 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,954 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,968 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,982 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:19,998 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,014 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,028 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,041 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,058 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,070 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,086 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,102 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,119 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,135 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,151 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.879, mIoU: 0.514
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2023-07-25 08:00:20,181 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.879, mIoU: 0.514
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2023-07-25 08:00:20,210 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,227 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.879, mIoU: 0.515
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2023-07-25 08:00:20,260 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,274 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,290 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.879, mIoU: 0.515
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2023-07-25 08:00:20,322 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,339 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,352 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,368 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:20,384 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:20,401 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:20,416 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:20,430 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 08:00:20,446 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.879, mIoU: 0.515
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2023-07-25 08:00:20,478 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,494 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,510 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,527 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,544 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,554 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,570 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:20,583 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.879, mIoU: 0.515
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2023-07-25 08:00:20,615 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,631 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,646 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,660 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,674 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,689 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,706 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:20,721 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,738 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,754 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,768 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,785 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,802 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,816 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,832 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,848 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,863 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,879 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,891 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,907 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,923 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,939 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,955 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,969 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,982 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:20,997 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,012 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,027 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,041 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,054 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,070 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,085 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,101 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,115 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,130 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,148 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,164 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,180 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,196 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,205 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,221 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,234 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,248 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,264 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,280 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,295 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,312 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,329 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,346 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,363 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,377 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,393 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,411 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,428 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,445 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,461 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,480 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,493 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,508 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,524 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,539 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,553 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,567 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,582 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,598 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,613 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,628 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,643 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:21,658 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:21,674 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:00:21,687 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,703 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,718 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,734 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,751 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,767 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:00:21,783 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,798 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,814 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,830 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,847 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,863 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,880 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,896 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,912 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,925 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,941 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,955 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.879, mIoU: 0.515
2023-07-25 08:00:21,971 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:21,986 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:22,002 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:22,017 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:22,033 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:00:22,047 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,058 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,073 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,087 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,103 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,120 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,136 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,153 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,166 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,176 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,194 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,211 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:00:22,227 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,241 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,257 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,273 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,287 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:00:22,303 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:00:22,319 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:00:22,334 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:00:22,350 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:00:22,364 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,380 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,395 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,411 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,425 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:00:22,440 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:00:22,456 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,471 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,488 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,501 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,516 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:22,532 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:00:22,550 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:00:40,433 semantic_segmentation INFO: Iters: 42410/150000 || Lr: 0.014830 || Task Loss: 0.7124 || KD Loss: 0.2299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:22 || Estimated Time: 2 days, 5:50:24
2023-07-25 08:00:59,031 semantic_segmentation INFO: Iters: 42420/150000 || Lr: 0.014829 || Task Loss: 0.8764 || KD Loss: 0.3153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:41 || Estimated Time: 2 days, 5:50:08
2023-07-25 08:01:17,569 semantic_segmentation INFO: Iters: 42430/150000 || Lr: 0.014828 || Task Loss: 0.9162 || KD Loss: 0.3684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:59 || Estimated Time: 2 days, 5:49:51
2023-07-25 08:01:36,136 semantic_segmentation INFO: Iters: 42440/150000 || Lr: 0.014826 || Task Loss: 0.7740 || KD Loss: 0.2954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:18 || Estimated Time: 2 days, 5:49:34
2023-07-25 08:01:55,199 semantic_segmentation INFO: Iters: 42450/150000 || Lr: 0.014825 || Task Loss: 1.3676 || KD Loss: 0.5766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:37 || Estimated Time: 2 days, 5:49:19
2023-07-25 08:02:13,647 semantic_segmentation INFO: Iters: 42460/150000 || Lr: 0.014824 || Task Loss: 0.6157 || KD Loss: 0.2131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:55 || Estimated Time: 2 days, 5:49:02
2023-07-25 08:02:31,905 semantic_segmentation INFO: Iters: 42470/150000 || Lr: 0.014823 || Task Loss: 0.5912 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:14 || Estimated Time: 2 days, 5:48:45
2023-07-25 08:02:50,625 semantic_segmentation INFO: Iters: 42480/150000 || Lr: 0.014821 || Task Loss: 0.5113 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:32 || Estimated Time: 2 days, 5:48:28
2023-07-25 08:03:09,330 semantic_segmentation INFO: Iters: 42490/150000 || Lr: 0.014820 || Task Loss: 0.7835 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:51 || Estimated Time: 2 days, 5:48:12
2023-07-25 08:03:27,754 semantic_segmentation INFO: Iters: 42500/150000 || Lr: 0.014819 || Task Loss: 0.8073 || KD Loss: 0.2562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:10 || Estimated Time: 2 days, 5:47:55
2023-07-25 08:03:46,827 semantic_segmentation INFO: Iters: 42510/150000 || Lr: 0.014818 || Task Loss: 0.7128 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:29 || Estimated Time: 2 days, 5:47:40
2023-07-25 08:04:05,327 semantic_segmentation INFO: Iters: 42520/150000 || Lr: 0.014817 || Task Loss: 0.6172 || KD Loss: 0.2048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:47 || Estimated Time: 2 days, 5:47:23
2023-07-25 08:04:23,759 semantic_segmentation INFO: Iters: 42530/150000 || Lr: 0.014815 || Task Loss: 0.6450 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:06 || Estimated Time: 2 days, 5:47:06
2023-07-25 08:04:42,185 semantic_segmentation INFO: Iters: 42540/150000 || Lr: 0.014814 || Task Loss: 0.5193 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:24 || Estimated Time: 2 days, 5:46:49
2023-07-25 08:05:00,624 semantic_segmentation INFO: Iters: 42550/150000 || Lr: 0.014813 || Task Loss: 0.7600 || KD Loss: 0.2694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:42 || Estimated Time: 2 days, 5:46:32
2023-07-25 08:05:19,461 semantic_segmentation INFO: Iters: 42560/150000 || Lr: 0.014812 || Task Loss: 0.9700 || KD Loss: 0.2465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:01 || Estimated Time: 2 days, 5:46:16
2023-07-25 08:05:38,150 semantic_segmentation INFO: Iters: 42570/150000 || Lr: 0.014810 || Task Loss: 0.5781 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:20 || Estimated Time: 2 days, 5:46:00
2023-07-25 08:05:56,453 semantic_segmentation INFO: Iters: 42580/150000 || Lr: 0.014809 || Task Loss: 0.6022 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:38 || Estimated Time: 2 days, 5:45:43
2023-07-25 08:06:14,891 semantic_segmentation INFO: Iters: 42590/150000 || Lr: 0.014808 || Task Loss: 0.6724 || KD Loss: 0.2499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:57 || Estimated Time: 2 days, 5:45:26
2023-07-25 08:06:33,352 semantic_segmentation INFO: Iters: 42600/150000 || Lr: 0.014807 || Task Loss: 0.8059 || KD Loss: 0.2168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:15 || Estimated Time: 2 days, 5:45:09
2023-07-25 08:06:52,072 semantic_segmentation INFO: Iters: 42610/150000 || Lr: 0.014805 || Task Loss: 0.7940 || KD Loss: 0.3789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:34 || Estimated Time: 2 days, 5:44:52
2023-07-25 08:07:10,861 semantic_segmentation INFO: Iters: 42620/150000 || Lr: 0.014804 || Task Loss: 0.7206 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:53 || Estimated Time: 2 days, 5:44:36
2023-07-25 08:07:29,660 semantic_segmentation INFO: Iters: 42630/150000 || Lr: 0.014803 || Task Loss: 0.5306 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:11 || Estimated Time: 2 days, 5:44:20
2023-07-25 08:07:48,763 semantic_segmentation INFO: Iters: 42640/150000 || Lr: 0.014802 || Task Loss: 0.6649 || KD Loss: 0.2164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:31 || Estimated Time: 2 days, 5:44:05
2023-07-25 08:08:07,508 semantic_segmentation INFO: Iters: 42650/150000 || Lr: 0.014800 || Task Loss: 0.7756 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:49 || Estimated Time: 2 days, 5:43:49
2023-07-25 08:08:25,914 semantic_segmentation INFO: Iters: 42660/150000 || Lr: 0.014799 || Task Loss: 0.7426 || KD Loss: 0.2687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:08 || Estimated Time: 2 days, 5:43:32
2023-07-25 08:08:44,453 semantic_segmentation INFO: Iters: 42670/150000 || Lr: 0.014798 || Task Loss: 0.7506 || KD Loss: 0.2305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:26 || Estimated Time: 2 days, 5:43:15
2023-07-25 08:09:02,904 semantic_segmentation INFO: Iters: 42680/150000 || Lr: 0.014797 || Task Loss: 0.8689 || KD Loss: 0.3129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:45 || Estimated Time: 2 days, 5:42:58
2023-07-25 08:09:21,314 semantic_segmentation INFO: Iters: 42690/150000 || Lr: 0.014795 || Task Loss: 0.5788 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:03 || Estimated Time: 2 days, 5:42:41
2023-07-25 08:09:39,831 semantic_segmentation INFO: Iters: 42700/150000 || Lr: 0.014794 || Task Loss: 0.7584 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:22 || Estimated Time: 2 days, 5:42:24
2023-07-25 08:09:58,656 semantic_segmentation INFO: Iters: 42710/150000 || Lr: 0.014793 || Task Loss: 0.5459 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:40 || Estimated Time: 2 days, 5:42:08
2023-07-25 08:10:17,224 semantic_segmentation INFO: Iters: 42720/150000 || Lr: 0.014792 || Task Loss: 0.3954 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:59 || Estimated Time: 2 days, 5:41:52
2023-07-25 08:10:35,803 semantic_segmentation INFO: Iters: 42730/150000 || Lr: 0.014790 || Task Loss: 0.6603 || KD Loss: 0.2525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:18 || Estimated Time: 2 days, 5:41:35
2023-07-25 08:10:54,787 semantic_segmentation INFO: Iters: 42740/150000 || Lr: 0.014789 || Task Loss: 0.7370 || KD Loss: 0.2935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:37 || Estimated Time: 2 days, 5:41:19
2023-07-25 08:11:13,252 semantic_segmentation INFO: Iters: 42750/150000 || Lr: 0.014788 || Task Loss: 0.6402 || KD Loss: 0.1894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:55 || Estimated Time: 2 days, 5:41:03
2023-07-25 08:11:31,697 semantic_segmentation INFO: Iters: 42760/150000 || Lr: 0.014787 || Task Loss: 0.5956 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:13 || Estimated Time: 2 days, 5:40:46
2023-07-25 08:11:50,273 semantic_segmentation INFO: Iters: 42770/150000 || Lr: 0.014786 || Task Loss: 0.8405 || KD Loss: 0.2318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:32 || Estimated Time: 2 days, 5:40:29
2023-07-25 08:12:09,205 semantic_segmentation INFO: Iters: 42780/150000 || Lr: 0.014784 || Task Loss: 0.4764 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:51 || Estimated Time: 2 days, 5:40:13
2023-07-25 08:12:28,283 semantic_segmentation INFO: Iters: 42790/150000 || Lr: 0.014783 || Task Loss: 0.6587 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:10 || Estimated Time: 2 days, 5:39:58
2023-07-25 08:12:46,666 semantic_segmentation INFO: Iters: 42800/150000 || Lr: 0.014782 || Task Loss: 0.7628 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:28 || Estimated Time: 2 days, 5:39:41
2023-07-25 08:13:05,045 semantic_segmentation INFO: Iters: 42810/150000 || Lr: 0.014781 || Task Loss: 0.6807 || KD Loss: 0.2559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:47 || Estimated Time: 2 days, 5:39:24
2023-07-25 08:13:24,054 semantic_segmentation INFO: Iters: 42820/150000 || Lr: 0.014779 || Task Loss: 0.7409 || KD Loss: 0.1919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:06 || Estimated Time: 2 days, 5:39:08
2023-07-25 08:13:42,410 semantic_segmentation INFO: Iters: 42830/150000 || Lr: 0.014778 || Task Loss: 0.5016 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:24 || Estimated Time: 2 days, 5:38:51
2023-07-25 08:14:00,868 semantic_segmentation INFO: Iters: 42840/150000 || Lr: 0.014777 || Task Loss: 0.8943 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:43 || Estimated Time: 2 days, 5:38:34
2023-07-25 08:14:19,778 semantic_segmentation INFO: Iters: 42850/150000 || Lr: 0.014776 || Task Loss: 0.7080 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:02 || Estimated Time: 2 days, 5:38:18
2023-07-25 08:14:39,000 semantic_segmentation INFO: Iters: 42860/150000 || Lr: 0.014774 || Task Loss: 0.5321 || KD Loss: 0.1450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:21 || Estimated Time: 2 days, 5:38:03
2023-07-25 08:14:57,475 semantic_segmentation INFO: Iters: 42870/150000 || Lr: 0.014773 || Task Loss: 0.6192 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:39 || Estimated Time: 2 days, 5:37:46
2023-07-25 08:15:15,836 semantic_segmentation INFO: Iters: 42880/150000 || Lr: 0.014772 || Task Loss: 1.1580 || KD Loss: 0.4362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:58 || Estimated Time: 2 days, 5:37:29
2023-07-25 08:15:34,171 semantic_segmentation INFO: Iters: 42890/150000 || Lr: 0.014771 || Task Loss: 0.4728 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:16 || Estimated Time: 2 days, 5:37:12
2023-07-25 08:15:52,889 semantic_segmentation INFO: Iters: 42900/150000 || Lr: 0.014769 || Task Loss: 0.8927 || KD Loss: 0.2816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:35 || Estimated Time: 2 days, 5:36:56
2023-07-25 08:16:11,790 semantic_segmentation INFO: Iters: 42910/150000 || Lr: 0.014768 || Task Loss: 0.7749 || KD Loss: 0.2243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:54 || Estimated Time: 2 days, 5:36:40
2023-07-25 08:16:30,132 semantic_segmentation INFO: Iters: 42920/150000 || Lr: 0.014767 || Task Loss: 0.5893 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:12 || Estimated Time: 2 days, 5:36:23
2023-07-25 08:16:48,894 semantic_segmentation INFO: Iters: 42930/150000 || Lr: 0.014766 || Task Loss: 0.9920 || KD Loss: 0.3315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2438|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:31 || Estimated Time: 2 days, 5:36:06
2023-07-25 08:17:08,123 semantic_segmentation INFO: Iters: 42940/150000 || Lr: 0.014764 || Task Loss: 0.8051 || KD Loss: 0.3178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:50 || Estimated Time: 2 days, 5:35:51
2023-07-25 08:17:26,391 semantic_segmentation INFO: Iters: 42950/150000 || Lr: 0.014763 || Task Loss: 1.1203 || KD Loss: 0.3619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:08 || Estimated Time: 2 days, 5:35:34
2023-07-25 08:17:45,413 semantic_segmentation INFO: Iters: 42960/150000 || Lr: 0.014762 || Task Loss: 0.8004 || KD Loss: 0.2971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:27 || Estimated Time: 2 days, 5:35:18
2023-07-25 08:18:04,164 semantic_segmentation INFO: Iters: 42970/150000 || Lr: 0.014761 || Task Loss: 0.7910 || KD Loss: 0.2626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:46 || Estimated Time: 2 days, 5:35:02
2023-07-25 08:18:23,094 semantic_segmentation INFO: Iters: 42980/150000 || Lr: 0.014759 || Task Loss: 0.5618 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:05 || Estimated Time: 2 days, 5:34:46
2023-07-25 08:18:41,352 semantic_segmentation INFO: Iters: 42990/150000 || Lr: 0.014758 || Task Loss: 0.7865 || KD Loss: 0.2354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:23 || Estimated Time: 2 days, 5:34:29
2023-07-25 08:18:59,801 semantic_segmentation INFO: Iters: 43000/150000 || Lr: 0.014757 || Task Loss: 0.6406 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:42 || Estimated Time: 2 days, 5:34:12
2023-07-25 08:19:18,283 semantic_segmentation INFO: Iters: 43010/150000 || Lr: 0.014756 || Task Loss: 0.9694 || KD Loss: 0.3695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:00 || Estimated Time: 2 days, 5:33:55
2023-07-25 08:19:37,476 semantic_segmentation INFO: Iters: 43020/150000 || Lr: 0.014754 || Task Loss: 1.2462 || KD Loss: 0.5500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:19 || Estimated Time: 2 days, 5:33:40
2023-07-25 08:19:56,278 semantic_segmentation INFO: Iters: 43030/150000 || Lr: 0.014753 || Task Loss: 0.6815 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:38 || Estimated Time: 2 days, 5:33:24
2023-07-25 08:20:14,910 semantic_segmentation INFO: Iters: 43040/150000 || Lr: 0.014752 || Task Loss: 0.8294 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:57 || Estimated Time: 2 days, 5:33:07
2023-07-25 08:20:33,195 semantic_segmentation INFO: Iters: 43050/150000 || Lr: 0.014751 || Task Loss: 0.7552 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:15 || Estimated Time: 2 days, 5:32:50
2023-07-25 08:20:51,554 semantic_segmentation INFO: Iters: 43060/150000 || Lr: 0.014750 || Task Loss: 0.6304 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:33 || Estimated Time: 2 days, 5:32:33
2023-07-25 08:21:10,118 semantic_segmentation INFO: Iters: 43070/150000 || Lr: 0.014748 || Task Loss: 0.6725 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:52 || Estimated Time: 2 days, 5:32:16
2023-07-25 08:21:29,327 semantic_segmentation INFO: Iters: 43080/150000 || Lr: 0.014747 || Task Loss: 0.6901 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:11 || Estimated Time: 2 days, 5:32:00
2023-07-25 08:21:48,271 semantic_segmentation INFO: Iters: 43090/150000 || Lr: 0.014746 || Task Loss: 0.7431 || KD Loss: 0.2368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:30 || Estimated Time: 2 days, 5:31:45
2023-07-25 08:22:06,442 semantic_segmentation INFO: Iters: 43100/150000 || Lr: 0.014745 || Task Loss: 0.8138 || KD Loss: 0.2841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:48 || Estimated Time: 2 days, 5:31:28
2023-07-25 08:22:25,277 semantic_segmentation INFO: Iters: 43110/150000 || Lr: 0.014743 || Task Loss: 0.8118 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:07 || Estimated Time: 2 days, 5:31:12
2023-07-25 08:22:43,833 semantic_segmentation INFO: Iters: 43120/150000 || Lr: 0.014742 || Task Loss: 0.6686 || KD Loss: 0.1780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:26 || Estimated Time: 2 days, 5:30:55
2023-07-25 08:23:02,268 semantic_segmentation INFO: Iters: 43130/150000 || Lr: 0.014741 || Task Loss: 0.7541 || KD Loss: 0.3136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:44 || Estimated Time: 2 days, 5:30:38
2023-07-25 08:23:20,791 semantic_segmentation INFO: Iters: 43140/150000 || Lr: 0.014740 || Task Loss: 0.6984 || KD Loss: 0.1886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:03 || Estimated Time: 2 days, 5:30:21
2023-07-25 08:23:39,688 semantic_segmentation INFO: Iters: 43150/150000 || Lr: 0.014738 || Task Loss: 0.6446 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:21 || Estimated Time: 2 days, 5:30:05
2023-07-25 08:23:58,248 semantic_segmentation INFO: Iters: 43160/150000 || Lr: 0.014737 || Task Loss: 0.7518 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:40 || Estimated Time: 2 days, 5:29:49
2023-07-25 08:24:16,701 semantic_segmentation INFO: Iters: 43170/150000 || Lr: 0.014736 || Task Loss: 0.8929 || KD Loss: 0.2590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:58 || Estimated Time: 2 days, 5:29:32
2023-07-25 08:24:35,423 semantic_segmentation INFO: Iters: 43180/150000 || Lr: 0.014735 || Task Loss: 0.6341 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:17 || Estimated Time: 2 days, 5:29:15
2023-07-25 08:24:54,149 semantic_segmentation INFO: Iters: 43190/150000 || Lr: 0.014733 || Task Loss: 0.7170 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:36 || Estimated Time: 2 days, 5:28:59
2023-07-25 08:25:12,904 semantic_segmentation INFO: Iters: 43200/150000 || Lr: 0.014732 || Task Loss: 1.0346 || KD Loss: 0.3551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:55 || Estimated Time: 2 days, 5:28:43
2023-07-25 08:25:13,029 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 08:25:13,414 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 08:25:13,432 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.938, mIoU: 0.124
2023-07-25 08:25:13,445 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.939, mIoU: 0.134
2023-07-25 08:25:13,460 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.903, mIoU: 0.126
2023-07-25 08:25:13,474 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.853, mIoU: 0.176
2023-07-25 08:25:13,487 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.868, mIoU: 0.216
2023-07-25 08:25:13,502 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.880, mIoU: 0.256
2023-07-25 08:25:13,517 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.890, mIoU: 0.268
2023-07-25 08:25:13,531 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.895, mIoU: 0.297
2023-07-25 08:25:13,546 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.888, mIoU: 0.317
2023-07-25 08:25:13,561 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.876, mIoU: 0.319
2023-07-25 08:25:13,576 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.885, mIoU: 0.333
2023-07-25 08:25:13,589 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.850, mIoU: 0.290
2023-07-25 08:25:13,603 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.854, mIoU: 0.285
2023-07-25 08:25:13,618 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.859, mIoU: 0.280
2023-07-25 08:25:13,631 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.864, mIoU: 0.277
2023-07-25 08:25:13,643 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.859, mIoU: 0.273
2023-07-25 08:25:13,657 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.274
2023-07-25 08:25:13,672 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.865, mIoU: 0.278
2023-07-25 08:25:13,690 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.869, mIoU: 0.320
2023-07-25 08:25:13,705 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.875, mIoU: 0.327
2023-07-25 08:25:13,721 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.877, mIoU: 0.334
2023-07-25 08:25:13,737 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.871, mIoU: 0.362
2023-07-25 08:25:13,753 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.875, mIoU: 0.369
2023-07-25 08:25:13,770 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.878, mIoU: 0.375
2023-07-25 08:25:13,785 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.381
2023-07-25 08:25:13,800 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.879, mIoU: 0.380
2023-07-25 08:25:13,812 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.881, mIoU: 0.377
2023-07-25 08:25:13,828 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.368
2023-07-25 08:25:13,844 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.882, mIoU: 0.368
2023-07-25 08:25:13,859 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.885, mIoU: 0.372
2023-07-25 08:25:13,875 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.887, mIoU: 0.372
2023-07-25 08:25:13,891 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.890, mIoU: 0.380
2023-07-25 08:25:13,907 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.890, mIoU: 0.378
2023-07-25 08:25:13,923 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.891, mIoU: 0.411
2023-07-25 08:25:13,939 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.893, mIoU: 0.413
2023-07-25 08:25:13,953 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.895, mIoU: 0.410
2023-07-25 08:25:13,966 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 08:25:13,983 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.898, mIoU: 0.451
2023-07-25 08:25:13,997 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.898, mIoU: 0.451
2023-07-25 08:25:14,011 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.897, mIoU: 0.475
2023-07-25 08:25:14,027 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.899, mIoU: 0.475
2023-07-25 08:25:14,043 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.478
2023-07-25 08:25:14,058 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.899, mIoU: 0.478
2023-07-25 08:25:14,075 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.482
2023-07-25 08:25:14,091 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.480
2023-07-25 08:25:14,106 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.898, mIoU: 0.485
2023-07-25 08:25:14,120 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.898, mIoU: 0.486
2023-07-25 08:25:14,137 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.899, mIoU: 0.485
2023-07-25 08:25:14,154 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.897, mIoU: 0.483
2023-07-25 08:25:14,171 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.897, mIoU: 0.480
2023-07-25 08:25:14,187 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.898, mIoU: 0.480
2023-07-25 08:25:14,202 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.900, mIoU: 0.479
2023-07-25 08:25:14,219 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.899, mIoU: 0.477
2023-07-25 08:25:14,235 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.900, mIoU: 0.482
2023-07-25 08:25:14,249 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.899, mIoU: 0.479
2023-07-25 08:25:14,266 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.899, mIoU: 0.477
2023-07-25 08:25:14,284 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.901, mIoU: 0.477
2023-07-25 08:25:14,299 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.902, mIoU: 0.478
2023-07-25 08:25:14,315 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.897, mIoU: 0.520
2023-07-25 08:25:14,329 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.896, mIoU: 0.490
2023-07-25 08:25:14,345 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.896, mIoU: 0.487
2023-07-25 08:25:14,359 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.487
2023-07-25 08:25:14,378 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.898, mIoU: 0.493
2023-07-25 08:25:14,392 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-25 08:25:14,408 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-25 08:25:14,424 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-25 08:25:14,438 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.522
2023-07-25 08:25:14,454 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.523
2023-07-25 08:25:14,471 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.898, mIoU: 0.523
2023-07-25 08:25:14,488 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-25 08:25:14,503 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.900, mIoU: 0.544
2023-07-25 08:25:14,519 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.537
2023-07-25 08:25:14,536 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.900, mIoU: 0.536
2023-07-25 08:25:14,552 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.547
2023-07-25 08:25:14,568 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.902, mIoU: 0.547
2023-07-25 08:25:14,584 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-25 08:25:14,594 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.895, mIoU: 0.540
2023-07-25 08:25:14,610 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-25 08:25:14,628 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-25 08:25:14,643 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 08:25:14,659 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 08:25:14,675 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 08:25:14,692 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:14,709 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:14,725 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:14,742 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.885, mIoU: 0.515
2023-07-25 08:25:14,758 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 08:25:14,774 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-25 08:25:14,788 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 08:25:14,804 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.883, mIoU: 0.508
2023-07-25 08:25:14,821 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 08:25:14,837 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 08:25:14,853 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:14,869 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:25:14,886 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:14,900 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.880, mIoU: 0.512
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2023-07-25 08:25:18,005 semantic_segmentation INFO: Sample: 298, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 08:25:18,023 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.875, mIoU: 0.503
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2023-07-25 08:25:18,120 semantic_segmentation INFO: Sample: 305, Validation pixAcc: 0.877, mIoU: 0.504
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2023-07-25 08:25:18,202 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:25:18,218 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.875, mIoU: 0.501
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2023-07-25 08:25:18,266 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.874, mIoU: 0.499
2023-07-25 08:25:18,283 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.874, mIoU: 0.500
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2023-07-25 08:25:18,392 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 08:25:18,408 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.876, mIoU: 0.499
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2023-07-25 08:25:18,456 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 08:25:18,474 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.877, mIoU: 0.500
2023-07-25 08:25:18,488 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.876, mIoU: 0.502
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2023-07-25 08:25:18,567 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 08:25:18,581 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.877, mIoU: 0.501
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2023-07-25 08:25:18,624 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.878, mIoU: 0.502
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2023-07-25 08:25:18,716 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 08:25:18,732 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 08:25:18,748 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 08:25:18,763 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.879, mIoU: 0.504
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2023-07-25 08:25:18,796 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 08:25:18,810 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 08:25:18,826 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:18,840 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:18,854 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.878, mIoU: 0.503
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2023-07-25 08:25:18,899 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 08:25:18,916 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.879, mIoU: 0.504
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2023-07-25 08:25:18,949 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:18,966 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:18,980 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:18,993 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 08:25:19,009 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.876, mIoU: 0.499
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2023-07-25 08:25:19,042 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 08:25:19,072 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 08:25:19,086 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 08:25:19,103 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.875, mIoU: 0.492
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2023-07-25 08:25:19,150 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.875, mIoU: 0.490
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2023-07-25 08:25:19,181 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.875, mIoU: 0.491
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2023-07-25 08:25:19,588 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 08:25:19,607 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-25 08:25:19,621 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.877, mIoU: 0.488
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2023-07-25 08:25:19,671 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.877, mIoU: 0.488
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2023-07-25 08:25:19,702 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 08:25:19,719 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 08:25:19,735 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.878, mIoU: 0.486
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2023-07-25 08:25:19,809 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-25 08:25:19,821 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-25 08:25:19,837 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.876, mIoU: 0.484
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2023-07-25 08:25:19,946 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.875, mIoU: 0.484
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2023-07-25 08:25:19,991 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 08:25:20,009 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 08:25:20,024 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.875, mIoU: 0.489
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2023-07-25 08:25:20,233 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.876, mIoU: 0.490
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2023-07-25 08:25:20,358 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.874, mIoU: 0.482
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2023-07-25 08:25:20,854 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.876, mIoU: 0.489
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2023-07-25 08:25:20,887 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.876, mIoU: 0.491
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2023-07-25 08:25:20,911 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 08:25:20,928 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.876, mIoU: 0.493
2023-07-25 08:25:20,944 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.876, mIoU: 0.492
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2023-07-25 08:25:20,973 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.877, mIoU: 0.492
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2023-07-25 08:25:21,003 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 08:25:21,060 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 08:25:21,076 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.878, mIoU: 0.496
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2023-07-25 08:25:21,106 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 08:25:21,122 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:25:21,135 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 08:25:21,152 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 08:25:21,166 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 08:25:21,182 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 08:25:21,199 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.879, mIoU: 0.500
2023-07-25 08:25:21,216 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 08:25:21,233 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.879, mIoU: 0.500
2023-07-25 08:25:21,248 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.879, mIoU: 0.500
2023-07-25 08:25:21,262 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.879, mIoU: 0.500
2023-07-25 08:25:21,278 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 08:25:21,294 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 08:25:21,309 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 08:25:21,325 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.879, mIoU: 0.499
2023-07-25 08:25:21,342 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 08:25:21,359 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 08:25:21,376 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:21,390 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:21,405 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 08:25:21,421 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:21,437 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:21,452 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:21,468 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:21,482 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:21,498 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:21,514 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:21,527 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:25:21,543 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:21,555 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:25:21,571 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:25:21,584 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:25:21,596 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,610 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,626 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:21,643 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,659 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:21,676 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:25:21,687 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:25:21,704 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:21,722 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,740 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,756 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:21,773 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,787 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:21,802 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:25:21,818 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-25 08:25:21,834 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,851 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,864 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 08:25:21,878 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,894 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,909 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,924 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:21,938 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:21,953 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:21,970 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:21,987 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:22,001 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:22,017 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,033 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,047 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,063 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,080 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,096 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,112 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,126 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,143 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,159 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,177 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,187 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,203 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:25:22,220 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,233 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:22,249 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:22,263 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:22,279 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,295 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,311 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,325 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,339 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:22,352 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,368 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:25:22,384 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,400 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:25:22,415 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:25:22,431 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,445 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:22,461 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,478 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:22,492 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:22,509 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,525 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,541 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,557 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,573 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,587 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,603 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,619 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,634 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:22,650 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,666 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,678 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,694 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,710 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,725 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,739 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,754 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,769 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 08:25:22,785 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,801 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,817 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,832 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:22,848 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.881, mIoU: 0.510
2023-07-25 08:25:22,864 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 08:25:22,879 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.881, mIoU: 0.509
2023-07-25 08:25:22,893 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.881, mIoU: 0.509
2023-07-25 08:25:22,909 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:22,925 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:22,941 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:22,955 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:22,971 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:22,985 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:23,002 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 08:25:23,017 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:23,034 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:23,050 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:23,066 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 08:25:23,082 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:23,098 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,113 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:23,128 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:23,144 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:23,163 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:23,179 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:23,195 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:23,206 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:23,220 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,236 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,250 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,266 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:23,280 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:23,294 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,311 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,328 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 08:25:23,344 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:23,361 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:23,375 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:23,390 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:23,404 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,420 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,436 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,452 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,468 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,484 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,501 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,515 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,531 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.880, mIoU: 0.509
2023-07-25 08:25:23,547 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,560 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,574 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,589 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,606 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,621 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:25:23,635 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:23,650 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:25:23,667 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,683 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,698 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:23,712 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,720 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,737 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:23,754 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:23,771 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:23,788 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:23,805 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:23,821 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,839 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.881, mIoU: 0.513
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2023-07-25 08:25:23,869 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:23,884 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:23,899 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:23,915 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 08:25:23,931 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:23,944 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:23,958 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 08:25:23,972 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:23,986 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:25:24,000 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:24,014 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:24,028 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:24,044 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:24,060 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 08:25:24,073 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 08:25:24,088 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 08:25:24,102 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,114 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,130 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,146 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 08:25:24,162 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 08:25:24,178 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,194 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 08:25:24,211 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.883, mIoU: 0.516
2023-07-25 08:25:24,225 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 08:25:24,241 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 08:25:24,257 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.883, mIoU: 0.516
2023-07-25 08:25:24,275 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.883, mIoU: 0.516
2023-07-25 08:25:24,292 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:24,308 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,325 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,339 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,353 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,367 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 08:25:24,385 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,402 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,417 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,431 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 08:25:24,447 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,462 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 08:25:24,478 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,494 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,510 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,524 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,540 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,554 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,569 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,585 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,600 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,618 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,632 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,648 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,665 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,679 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,693 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,709 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,726 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,742 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,758 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 08:25:24,771 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,785 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 08:25:24,800 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 08:25:24,814 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 08:25:24,830 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:24,848 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:24,862 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:24,878 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:24,892 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:24,909 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:24,926 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:24,940 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:24,954 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:24,972 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:24,988 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,003 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,019 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,037 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,052 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,066 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,083 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,099 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,117 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,131 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,146 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,160 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,177 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,191 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,206 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,221 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,237 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,251 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,267 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,284 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:25,300 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:25,318 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:25,332 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 08:25:25,346 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:25,362 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:25,377 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,391 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,405 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,422 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,437 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,451 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,467 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,484 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,500 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,518 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,532 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,546 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,562 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,578 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,595 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,611 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,624 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,638 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,650 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,667 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,683 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,698 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,714 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,726 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,740 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,757 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,773 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,787 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,804 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:25,818 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,835 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,851 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,868 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:25,882 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,898 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,916 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,930 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:25,947 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,963 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,980 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:25,996 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:26,012 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:26,028 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:26,044 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:26,059 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:26,075 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:26,090 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,104 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,118 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,133 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,151 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,166 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:26,184 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,200 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,213 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,228 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,246 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:26,263 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:26,277 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,294 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,310 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,325 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,340 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:26,357 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:26,373 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,387 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:26,399 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,417 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,433 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,449 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,462 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,478 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:26,495 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 08:25:26,511 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,527 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,541 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,557 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,572 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,588 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,603 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,617 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,634 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,648 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,664 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,680 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,696 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,712 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,728 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,743 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,758 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,776 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,791 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,809 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,825 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,836 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,851 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,866 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,881 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:26,897 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,914 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,929 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,945 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,961 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,976 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:26,993 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,009 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,023 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,040 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,056 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:27,071 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,085 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,101 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,117 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:27,134 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:27,148 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.885, mIoU: 0.524
2023-07-25 08:25:27,164 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 08:25:27,181 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 08:25:27,195 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 08:25:27,210 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 08:25:27,226 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,240 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,255 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,270 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,285 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,301 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,317 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,333 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,349 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,366 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,380 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,394 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:27,410 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,424 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,439 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,455 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,471 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,487 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:27,504 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,518 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,532 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,549 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,565 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:27,579 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,595 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,609 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,626 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,641 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,659 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,675 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,691 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,701 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,718 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,735 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,749 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,765 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,781 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,798 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,812 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,828 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,845 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,861 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:27,877 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,893 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,910 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,927 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,941 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,956 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,973 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:27,988 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 08:25:28,002 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 08:25:28,018 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,035 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,051 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,059 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,073 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,088 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,101 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,113 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,130 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,146 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,163 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,175 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,189 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,205 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,216 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:28,232 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:28,246 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,262 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,278 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,293 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,309 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,321 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,335 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,351 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,366 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,383 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,399 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,413 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,424 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,436 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,450 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:28,462 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:28,478 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:28,492 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:28,508 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,525 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:28,541 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:28,556 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:28,572 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,588 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,604 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,621 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,636 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,652 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,668 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,684 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:28,697 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,711 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,727 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,740 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,757 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,771 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,786 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,803 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,822 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 08:25:28,838 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,853 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 08:25:28,870 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:28,886 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,902 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,918 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,933 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,947 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,962 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 08:25:28,978 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 08:25:28,995 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 08:25:29,011 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 08:25:29,028 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 08:25:29,044 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 08:25:29,061 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 08:25:29,077 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,090 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,106 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:29,117 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,130 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,146 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:29,158 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 08:25:29,174 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 08:25:29,189 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:29,206 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 08:25:29,223 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,240 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,256 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,272 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,285 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,301 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,315 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,331 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,346 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,360 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,376 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,390 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,405 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,421 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,438 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,453 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,469 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,483 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,496 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 08:25:29,512 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:29,526 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:29,540 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 08:25:29,556 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,572 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,588 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,602 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,616 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,632 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,649 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,666 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,680 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 08:25:29,695 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,711 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,727 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,743 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,760 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,776 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,793 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,808 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,824 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 08:25:29,840 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,856 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,871 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,887 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,901 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 08:25:29,916 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,933 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,949 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,962 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 08:25:29,977 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:29,992 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,009 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,023 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,039 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,055 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,070 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,087 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,103 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,120 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,134 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,150 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,167 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,181 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,198 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,212 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,221 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,237 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,253 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,267 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,283 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,299 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,313 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,327 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,343 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,359 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 08:25:30,374 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,392 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,407 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,424 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,440 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,454 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,471 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,487 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:30,503 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,516 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,530 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,546 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,562 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:30,579 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,595 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,608 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,625 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,639 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,653 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,670 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,687 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,702 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,718 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,732 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,747 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,763 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,778 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,794 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,808 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,824 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 08:25:30,838 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,852 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,865 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,881 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,897 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,913 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:30,929 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,940 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,954 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,971 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:30,988 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,001 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,017 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,034 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,050 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,065 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,080 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,096 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,110 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,127 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,140 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,154 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 08:25:31,170 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,186 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,201 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,217 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,231 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,247 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,263 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,276 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,292 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-25 08:25:31,308 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,324 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,339 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,352 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,366 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,381 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 08:25:31,397 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 08:25:31,411 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 08:25:31,425 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,440 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,458 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,472 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 08:25:31,484 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 08:25:31,500 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 08:25:31,517 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,533 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,549 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,562 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:31,578 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 08:25:31,594 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,608 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,624 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,640 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,656 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,673 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 08:25:31,690 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,706 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,721 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,737 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,750 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 08:25:31,765 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,781 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 08:25:31,797 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:31,810 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:31,826 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-25 08:25:31,838 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,853 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,870 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,887 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,901 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,918 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,937 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:31,953 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,965 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,981 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:31,999 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:32,011 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:32,027 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:32,044 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:32,060 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:32,074 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 08:25:32,087 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:32,103 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-25 08:25:32,118 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:25:32,134 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 08:25:32,148 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:25:32,164 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:25:32,177 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:25:32,191 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 08:25:32,207 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:25:32,222 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:25:32,238 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:25:32,253 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,271 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,285 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,302 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,317 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,334 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,350 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,364 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,378 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,397 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,413 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,429 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,443 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,457 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,473 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,489 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,503 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,517 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,533 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,549 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,565 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,580 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,596 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,613 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,626 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,641 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,657 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,671 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:25:32,687 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,703 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,719 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,735 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,750 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:32,766 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,781 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,797 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:32,813 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:32,829 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:32,845 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,861 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,878 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,894 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,908 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,922 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,938 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:32,955 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:32,969 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:32,985 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,001 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,017 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,032 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,048 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,064 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,080 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,094 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,108 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,122 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,136 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,151 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:33,167 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:33,183 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:33,198 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:33,211 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,227 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,239 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,254 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,270 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,287 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,303 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,320 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,334 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,350 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,366 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,380 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,397 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,414 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,431 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,445 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,462 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,479 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,494 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,510 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,523 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,539 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,556 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,572 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:25:33,587 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,600 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,616 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,632 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,647 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,663 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,678 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,694 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,711 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,722 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,737 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:25:33,752 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,766 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,784 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,801 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,816 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,829 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,843 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,858 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,874 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:33,889 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,905 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,921 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,935 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,952 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,969 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,983 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:33,999 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,017 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,031 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,047 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,059 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,076 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,092 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,108 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,124 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,137 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,151 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,166 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,182 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,197 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,211 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,225 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,241 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,257 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,272 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,286 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,301 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,319 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,336 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,353 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,370 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,379 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,395 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,410 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,424 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,440 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,457 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:25:34,473 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,490 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,507 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,523 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,541 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,554 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,570 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,587 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,604 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,621 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,636 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,653 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,667 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,682 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,697 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,713 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,726 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,740 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:25:34,756 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,774 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,790 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,806 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,821 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,837 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,853 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:34,867 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,882 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,897 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,913 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,930 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,946 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,962 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,976 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:34,993 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,008 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:25:35,025 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,040 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,056 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,073 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,088 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,102 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,118 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,132 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,149 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,165 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,181 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:25:35,198 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:25:35,214 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,230 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,240 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,256 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,270 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,286 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,303 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,319 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,335 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,347 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,357 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,375 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,391 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,407 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,421 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,437 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,453 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,466 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,482 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,497 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,512 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:25:35,527 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,541 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,557 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,573 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,591 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,605 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,621 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,637 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,653 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 08:25:35,670 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 08:25:35,684 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,699 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:25:35,715 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 08:25:35,733 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:25:53,848 semantic_segmentation INFO: Iters: 43210/150000 || Lr: 0.014731 || Task Loss: 1.1177 || KD Loss: 0.3752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:36 || Estimated Time: 2 days, 5:29:21
2023-07-25 08:26:12,176 semantic_segmentation INFO: Iters: 43220/150000 || Lr: 0.014730 || Task Loss: 0.6154 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:54 || Estimated Time: 2 days, 5:29:04
2023-07-25 08:26:30,418 semantic_segmentation INFO: Iters: 43230/150000 || Lr: 0.014728 || Task Loss: 0.6700 || KD Loss: 0.2098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:12 || Estimated Time: 2 days, 5:28:47
2023-07-25 08:26:49,314 semantic_segmentation INFO: Iters: 43240/150000 || Lr: 0.014727 || Task Loss: 0.6252 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:31 || Estimated Time: 2 days, 5:28:31
2023-07-25 08:27:08,365 semantic_segmentation INFO: Iters: 43250/150000 || Lr: 0.014726 || Task Loss: 0.7612 || KD Loss: 0.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:50 || Estimated Time: 2 days, 5:28:15
2023-07-25 08:27:26,648 semantic_segmentation INFO: Iters: 43260/150000 || Lr: 0.014725 || Task Loss: 0.6037 || KD Loss: 0.1920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:08 || Estimated Time: 2 days, 5:27:58
2023-07-25 08:27:45,051 semantic_segmentation INFO: Iters: 43270/150000 || Lr: 0.014723 || Task Loss: 0.6979 || KD Loss: 0.2358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:27 || Estimated Time: 2 days, 5:27:41
2023-07-25 08:28:03,944 semantic_segmentation INFO: Iters: 43280/150000 || Lr: 0.014722 || Task Loss: 0.6734 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2476|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:46 || Estimated Time: 2 days, 5:27:25
2023-07-25 08:28:22,875 semantic_segmentation INFO: Iters: 43290/150000 || Lr: 0.014721 || Task Loss: 0.4425 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:05 || Estimated Time: 2 days, 5:27:09
2023-07-25 08:28:41,902 semantic_segmentation INFO: Iters: 43300/150000 || Lr: 0.014720 || Task Loss: 0.4793 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:24 || Estimated Time: 2 days, 5:26:53
2023-07-25 08:29:00,213 semantic_segmentation INFO: Iters: 43310/150000 || Lr: 0.014718 || Task Loss: 0.6828 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:42 || Estimated Time: 2 days, 5:26:36
2023-07-25 08:29:18,710 semantic_segmentation INFO: Iters: 43320/150000 || Lr: 0.014717 || Task Loss: 0.6710 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:00 || Estimated Time: 2 days, 5:26:19
2023-07-25 08:29:37,255 semantic_segmentation INFO: Iters: 43330/150000 || Lr: 0.014716 || Task Loss: 0.7536 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:19 || Estimated Time: 2 days, 5:26:02
2023-07-25 08:29:55,593 semantic_segmentation INFO: Iters: 43340/150000 || Lr: 0.014715 || Task Loss: 0.7883 || KD Loss: 0.2928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:37 || Estimated Time: 2 days, 5:25:45
2023-07-25 08:30:14,650 semantic_segmentation INFO: Iters: 43350/150000 || Lr: 0.014714 || Task Loss: 0.6544 || KD Loss: 0.1975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:56 || Estimated Time: 2 days, 5:25:29
2023-07-25 08:30:33,109 semantic_segmentation INFO: Iters: 43360/150000 || Lr: 0.014712 || Task Loss: 1.2784 || KD Loss: 0.4614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:15 || Estimated Time: 2 days, 5:25:13
2023-07-25 08:30:51,557 semantic_segmentation INFO: Iters: 43370/150000 || Lr: 0.014711 || Task Loss: 0.9923 || KD Loss: 0.4158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:33 || Estimated Time: 2 days, 5:24:55
2023-07-25 08:31:10,624 semantic_segmentation INFO: Iters: 43380/150000 || Lr: 0.014710 || Task Loss: 0.7546 || KD Loss: 0.2487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:52 || Estimated Time: 2 days, 5:24:40
2023-07-25 08:31:29,038 semantic_segmentation INFO: Iters: 43390/150000 || Lr: 0.014709 || Task Loss: 0.5195 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:11 || Estimated Time: 2 days, 5:24:23
2023-07-25 08:31:48,050 semantic_segmentation INFO: Iters: 43400/150000 || Lr: 0.014707 || Task Loss: 0.8679 || KD Loss: 0.2915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:30 || Estimated Time: 2 days, 5:24:07
2023-07-25 08:32:06,805 semantic_segmentation INFO: Iters: 43410/150000 || Lr: 0.014706 || Task Loss: 0.6505 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:49 || Estimated Time: 2 days, 5:23:51
2023-07-25 08:32:25,212 semantic_segmentation INFO: Iters: 43420/150000 || Lr: 0.014705 || Task Loss: 0.7698 || KD Loss: 0.1958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:07 || Estimated Time: 2 days, 5:23:34
2023-07-25 08:32:44,048 semantic_segmentation INFO: Iters: 43430/150000 || Lr: 0.014704 || Task Loss: 0.5983 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:26 || Estimated Time: 2 days, 5:23:18
2023-07-25 08:33:02,753 semantic_segmentation INFO: Iters: 43440/150000 || Lr: 0.014702 || Task Loss: 0.9339 || KD Loss: 0.4011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:45 || Estimated Time: 2 days, 5:23:01
2023-07-25 08:33:20,960 semantic_segmentation INFO: Iters: 43450/150000 || Lr: 0.014701 || Task Loss: 0.6295 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:03 || Estimated Time: 2 days, 5:22:44
2023-07-25 08:33:39,449 semantic_segmentation INFO: Iters: 43460/150000 || Lr: 0.014700 || Task Loss: 1.1851 || KD Loss: 0.5030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2398|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:21 || Estimated Time: 2 days, 5:22:27
2023-07-25 08:33:58,275 semantic_segmentation INFO: Iters: 43470/150000 || Lr: 0.014699 || Task Loss: 0.5775 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:40 || Estimated Time: 2 days, 5:22:11
2023-07-25 08:34:16,984 semantic_segmentation INFO: Iters: 43480/150000 || Lr: 0.014697 || Task Loss: 0.7109 || KD Loss: 0.2252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:59 || Estimated Time: 2 days, 5:21:54
2023-07-25 08:34:35,612 semantic_segmentation INFO: Iters: 43490/150000 || Lr: 0.014696 || Task Loss: 0.8932 || KD Loss: 0.3408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:17 || Estimated Time: 2 days, 5:21:38
2023-07-25 08:34:53,964 semantic_segmentation INFO: Iters: 43500/150000 || Lr: 0.014695 || Task Loss: 0.6298 || KD Loss: 0.1959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:36 || Estimated Time: 2 days, 5:21:21
2023-07-25 08:35:12,349 semantic_segmentation INFO: Iters: 43510/150000 || Lr: 0.014694 || Task Loss: 0.7892 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:54 || Estimated Time: 2 days, 5:21:03
2023-07-25 08:35:31,077 semantic_segmentation INFO: Iters: 43520/150000 || Lr: 0.014692 || Task Loss: 0.4930 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:13 || Estimated Time: 2 days, 5:20:47
2023-07-25 08:35:49,490 semantic_segmentation INFO: Iters: 43530/150000 || Lr: 0.014691 || Task Loss: 0.6673 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:31 || Estimated Time: 2 days, 5:20:30
2023-07-25 08:36:08,638 semantic_segmentation INFO: Iters: 43540/150000 || Lr: 0.014690 || Task Loss: 0.7137 || KD Loss: 0.2921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:50 || Estimated Time: 2 days, 5:20:15
2023-07-25 08:36:26,911 semantic_segmentation INFO: Iters: 43550/150000 || Lr: 0.014689 || Task Loss: 0.5193 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:09 || Estimated Time: 2 days, 5:19:57
2023-07-25 08:36:45,380 semantic_segmentation INFO: Iters: 43560/150000 || Lr: 0.014687 || Task Loss: 0.5965 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:27 || Estimated Time: 2 days, 5:19:40
2023-07-25 08:37:03,859 semantic_segmentation INFO: Iters: 43570/150000 || Lr: 0.014686 || Task Loss: 0.7383 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:46 || Estimated Time: 2 days, 5:19:23
2023-07-25 08:37:22,649 semantic_segmentation INFO: Iters: 43580/150000 || Lr: 0.014685 || Task Loss: 0.5242 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:04 || Estimated Time: 2 days, 5:19:07
2023-07-25 08:37:41,179 semantic_segmentation INFO: Iters: 43590/150000 || Lr: 0.014684 || Task Loss: 0.6322 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:23 || Estimated Time: 2 days, 5:18:50
2023-07-25 08:38:00,048 semantic_segmentation INFO: Iters: 43600/150000 || Lr: 0.014682 || Task Loss: 0.4265 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:42 || Estimated Time: 2 days, 5:18:34
2023-07-25 08:38:19,450 semantic_segmentation INFO: Iters: 43610/150000 || Lr: 0.014681 || Task Loss: 0.6724 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:01 || Estimated Time: 2 days, 5:18:19
2023-07-25 08:38:38,105 semantic_segmentation INFO: Iters: 43620/150000 || Lr: 0.014680 || Task Loss: 0.7612 || KD Loss: 0.2290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:20 || Estimated Time: 2 days, 5:18:03
2023-07-25 08:38:56,442 semantic_segmentation INFO: Iters: 43630/150000 || Lr: 0.014679 || Task Loss: 0.5790 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:38 || Estimated Time: 2 days, 5:17:46
2023-07-25 08:39:15,128 semantic_segmentation INFO: Iters: 43640/150000 || Lr: 0.014677 || Task Loss: 0.6422 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:57 || Estimated Time: 2 days, 5:17:29
2023-07-25 08:39:33,785 semantic_segmentation INFO: Iters: 43650/150000 || Lr: 0.014676 || Task Loss: 0.8630 || KD Loss: 0.3201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:16 || Estimated Time: 2 days, 5:17:13
2023-07-25 08:39:52,302 semantic_segmentation INFO: Iters: 43660/150000 || Lr: 0.014675 || Task Loss: 0.6713 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:34 || Estimated Time: 2 days, 5:16:56
2023-07-25 08:40:10,848 semantic_segmentation INFO: Iters: 43670/150000 || Lr: 0.014674 || Task Loss: 0.6847 || KD Loss: 0.1805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:53 || Estimated Time: 2 days, 5:16:39
2023-07-25 08:40:29,269 semantic_segmentation INFO: Iters: 43680/150000 || Lr: 0.014673 || Task Loss: 0.7473 || KD Loss: 0.2265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:11 || Estimated Time: 2 days, 5:16:22
2023-07-25 08:40:47,704 semantic_segmentation INFO: Iters: 43690/150000 || Lr: 0.014671 || Task Loss: 1.1540 || KD Loss: 0.4649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:29 || Estimated Time: 2 days, 5:16:05
2023-07-25 08:41:06,549 semantic_segmentation INFO: Iters: 43700/150000 || Lr: 0.014670 || Task Loss: 0.5910 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:48 || Estimated Time: 2 days, 5:15:49
2023-07-25 08:41:25,191 semantic_segmentation INFO: Iters: 43710/150000 || Lr: 0.014669 || Task Loss: 0.5456 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:07 || Estimated Time: 2 days, 5:15:32
2023-07-25 08:41:43,800 semantic_segmentation INFO: Iters: 43720/150000 || Lr: 0.014668 || Task Loss: 0.7510 || KD Loss: 0.1857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:26 || Estimated Time: 2 days, 5:15:15
2023-07-25 08:42:02,864 semantic_segmentation INFO: Iters: 43730/150000 || Lr: 0.014666 || Task Loss: 0.7635 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:45 || Estimated Time: 2 days, 5:15:00
2023-07-25 08:42:21,604 semantic_segmentation INFO: Iters: 43740/150000 || Lr: 0.014665 || Task Loss: 0.6213 || KD Loss: 0.2602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:03 || Estimated Time: 2 days, 5:14:44
2023-07-25 08:42:40,640 semantic_segmentation INFO: Iters: 43750/150000 || Lr: 0.014664 || Task Loss: 0.6862 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:22 || Estimated Time: 2 days, 5:14:28
2023-07-25 08:42:59,589 semantic_segmentation INFO: Iters: 43760/150000 || Lr: 0.014663 || Task Loss: 0.6514 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:41 || Estimated Time: 2 days, 5:14:12
2023-07-25 08:43:18,140 semantic_segmentation INFO: Iters: 43770/150000 || Lr: 0.014661 || Task Loss: 0.5266 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:00 || Estimated Time: 2 days, 5:13:55
2023-07-25 08:43:36,732 semantic_segmentation INFO: Iters: 43780/150000 || Lr: 0.014660 || Task Loss: 0.6575 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:19 || Estimated Time: 2 days, 5:13:39
2023-07-25 08:43:55,452 semantic_segmentation INFO: Iters: 43790/150000 || Lr: 0.014659 || Task Loss: 0.4880 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:37 || Estimated Time: 2 days, 5:13:22
2023-07-25 08:44:14,485 semantic_segmentation INFO: Iters: 43800/150000 || Lr: 0.014658 || Task Loss: 0.8062 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:56 || Estimated Time: 2 days, 5:13:07
2023-07-25 08:44:32,797 semantic_segmentation INFO: Iters: 43810/150000 || Lr: 0.014656 || Task Loss: 0.6954 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:15 || Estimated Time: 2 days, 5:12:49
2023-07-25 08:44:51,407 semantic_segmentation INFO: Iters: 43820/150000 || Lr: 0.014655 || Task Loss: 0.6558 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:33 || Estimated Time: 2 days, 5:12:33
2023-07-25 08:45:09,810 semantic_segmentation INFO: Iters: 43830/150000 || Lr: 0.014654 || Task Loss: 0.8344 || KD Loss: 0.2606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:52 || Estimated Time: 2 days, 5:12:15
2023-07-25 08:45:28,839 semantic_segmentation INFO: Iters: 43840/150000 || Lr: 0.014653 || Task Loss: 0.6615 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:11 || Estimated Time: 2 days, 5:12:00
2023-07-25 08:45:47,516 semantic_segmentation INFO: Iters: 43850/150000 || Lr: 0.014651 || Task Loss: 0.7256 || KD Loss: 0.2303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:29 || Estimated Time: 2 days, 5:11:43
2023-07-25 08:46:06,251 semantic_segmentation INFO: Iters: 43860/150000 || Lr: 0.014650 || Task Loss: 0.7823 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:48 || Estimated Time: 2 days, 5:11:27
2023-07-25 08:46:25,008 semantic_segmentation INFO: Iters: 43870/150000 || Lr: 0.014649 || Task Loss: 0.7964 || KD Loss: 0.2347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:07 || Estimated Time: 2 days, 5:11:11
2023-07-25 08:46:43,844 semantic_segmentation INFO: Iters: 43880/150000 || Lr: 0.014648 || Task Loss: 0.5649 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:26 || Estimated Time: 2 days, 5:10:54
2023-07-25 08:47:02,595 semantic_segmentation INFO: Iters: 43890/150000 || Lr: 0.014646 || Task Loss: 0.8118 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:44 || Estimated Time: 2 days, 5:10:38
2023-07-25 08:47:21,048 semantic_segmentation INFO: Iters: 43900/150000 || Lr: 0.014645 || Task Loss: 0.5137 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:03 || Estimated Time: 2 days, 5:10:21
2023-07-25 08:47:39,485 semantic_segmentation INFO: Iters: 43910/150000 || Lr: 0.014644 || Task Loss: 0.8167 || KD Loss: 0.3512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:21 || Estimated Time: 2 days, 5:10:04
2023-07-25 08:47:57,917 semantic_segmentation INFO: Iters: 43920/150000 || Lr: 0.014643 || Task Loss: 0.7604 || KD Loss: 0.2488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:40 || Estimated Time: 2 days, 5:09:47
2023-07-25 08:48:16,460 semantic_segmentation INFO: Iters: 43930/150000 || Lr: 0.014641 || Task Loss: 0.6848 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:58 || Estimated Time: 2 days, 5:09:30
2023-07-25 08:48:34,996 semantic_segmentation INFO: Iters: 43940/150000 || Lr: 0.014640 || Task Loss: 0.9063 || KD Loss: 0.3431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:17 || Estimated Time: 2 days, 5:09:13
2023-07-25 08:48:53,444 semantic_segmentation INFO: Iters: 43950/150000 || Lr: 0.014639 || Task Loss: 0.6534 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:35 || Estimated Time: 2 days, 5:08:56
2023-07-25 08:49:12,581 semantic_segmentation INFO: Iters: 43960/150000 || Lr: 0.014638 || Task Loss: 0.7241 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:54 || Estimated Time: 2 days, 5:08:41
2023-07-25 08:49:30,981 semantic_segmentation INFO: Iters: 43970/150000 || Lr: 0.014637 || Task Loss: 0.7816 || KD Loss: 0.2832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:13 || Estimated Time: 2 days, 5:08:24
2023-07-25 08:49:49,395 semantic_segmentation INFO: Iters: 43980/150000 || Lr: 0.014635 || Task Loss: 0.6018 || KD Loss: 0.1846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:31 || Estimated Time: 2 days, 5:08:06
2023-07-25 08:50:08,339 semantic_segmentation INFO: Iters: 43990/150000 || Lr: 0.014634 || Task Loss: 0.4674 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:50 || Estimated Time: 2 days, 5:07:51
2023-07-25 08:50:26,754 semantic_segmentation INFO: Iters: 44000/150000 || Lr: 0.014633 || Task Loss: 1.1659 || KD Loss: 0.5527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:09 || Estimated Time: 2 days, 5:07:33
2023-07-25 08:50:26,878 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 08:50:27,264 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.090
2023-07-25 08:50:27,285 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.134
2023-07-25 08:50:27,298 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.141
2023-07-25 08:50:27,314 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.136
2023-07-25 08:50:27,329 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.912, mIoU: 0.203
2023-07-25 08:50:27,342 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.921, mIoU: 0.246
2023-07-25 08:50:27,357 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.922, mIoU: 0.284
2023-07-25 08:50:27,373 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.928, mIoU: 0.291
2023-07-25 08:50:27,386 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.320
2023-07-25 08:50:27,401 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.908, mIoU: 0.319
2023-07-25 08:50:27,416 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.896, mIoU: 0.319
2023-07-25 08:50:27,432 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.905, mIoU: 0.365
2023-07-25 08:50:27,445 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.869, mIoU: 0.300
2023-07-25 08:50:27,460 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.872, mIoU: 0.297
2023-07-25 08:50:27,475 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.871, mIoU: 0.294
2023-07-25 08:50:27,488 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.875, mIoU: 0.289
2023-07-25 08:50:27,500 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.869, mIoU: 0.283
2023-07-25 08:50:27,513 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.279
2023-07-25 08:50:27,529 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.867, mIoU: 0.282
2023-07-25 08:50:27,547 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.871, mIoU: 0.322
2023-07-25 08:50:27,562 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.876, mIoU: 0.328
2023-07-25 08:50:27,578 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.878, mIoU: 0.335
2023-07-25 08:50:27,594 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.874, mIoU: 0.355
2023-07-25 08:50:27,611 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.874, mIoU: 0.344
2023-07-25 08:50:27,627 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.878, mIoU: 0.354
2023-07-25 08:50:27,642 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.362
2023-07-25 08:50:27,658 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.879, mIoU: 0.364
2023-07-25 08:50:27,670 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.882, mIoU: 0.364
2023-07-25 08:50:27,686 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.878, mIoU: 0.357
2023-07-25 08:50:27,703 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.882, mIoU: 0.357
2023-07-25 08:50:27,719 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.885, mIoU: 0.361
2023-07-25 08:50:27,736 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.888, mIoU: 0.362
2023-07-25 08:50:27,753 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.889, mIoU: 0.366
2023-07-25 08:50:27,770 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.890, mIoU: 0.364
2023-07-25 08:50:27,787 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.891, mIoU: 0.403
2023-07-25 08:50:27,804 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.893, mIoU: 0.404
2023-07-25 08:50:27,818 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.895, mIoU: 0.402
2023-07-25 08:50:27,832 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.897, mIoU: 0.440
2023-07-25 08:50:27,850 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.899, mIoU: 0.453
2023-07-25 08:50:27,864 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.899, mIoU: 0.450
2023-07-25 08:50:27,878 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.895, mIoU: 0.470
2023-07-25 08:50:27,894 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.898, mIoU: 0.470
2023-07-25 08:50:27,910 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.475
2023-07-25 08:50:27,924 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.475
2023-07-25 08:50:27,940 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.477
2023-07-25 08:50:27,957 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.897, mIoU: 0.478
2023-07-25 08:50:27,971 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.897, mIoU: 0.483
2023-07-25 08:50:27,985 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.895, mIoU: 0.479
2023-07-25 08:50:28,000 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.894, mIoU: 0.471
2023-07-25 08:50:28,018 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.894, mIoU: 0.471
2023-07-25 08:50:28,035 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.469
2023-07-25 08:50:28,051 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.469
2023-07-25 08:50:28,066 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.466
2023-07-25 08:50:28,083 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-25 08:50:28,099 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.897, mIoU: 0.469
2023-07-25 08:50:28,113 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-25 08:50:28,130 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.894, mIoU: 0.457
2023-07-25 08:50:28,149 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.895, mIoU: 0.456
2023-07-25 08:50:28,163 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.895, mIoU: 0.457
2023-07-25 08:50:28,179 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.888, mIoU: 0.473
2023-07-25 08:50:28,194 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.887, mIoU: 0.464
2023-07-25 08:50:28,210 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.888, mIoU: 0.461
2023-07-25 08:50:28,224 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.889, mIoU: 0.461
2023-07-25 08:50:28,244 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.889, mIoU: 0.464
2023-07-25 08:50:28,258 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.890, mIoU: 0.473
2023-07-25 08:50:28,274 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.890, mIoU: 0.472
2023-07-25 08:50:28,291 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.891, mIoU: 0.471
2023-07-25 08:50:28,305 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.892, mIoU: 0.500
2023-07-25 08:50:28,321 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.893, mIoU: 0.502
2023-07-25 08:50:28,338 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.890, mIoU: 0.499
2023-07-25 08:50:28,355 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.890, mIoU: 0.521
2023-07-25 08:50:28,369 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.891, mIoU: 0.522
2023-07-25 08:50:28,386 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.890, mIoU: 0.512
2023-07-25 08:50:28,402 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.512
2023-07-25 08:50:28,418 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.893, mIoU: 0.522
2023-07-25 08:50:28,435 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.892, mIoU: 0.516
2023-07-25 08:50:28,451 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.889, mIoU: 0.512
2023-07-25 08:50:28,461 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 08:50:28,478 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 08:50:28,497 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.885, mIoU: 0.513
2023-07-25 08:50:28,512 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 08:50:28,529 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 08:50:28,546 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.877, mIoU: 0.503
2023-07-25 08:50:28,562 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.874, mIoU: 0.492
2023-07-25 08:50:28,580 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 08:50:28,597 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 08:50:28,614 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 08:50:28,631 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 08:50:28,647 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 08:50:28,662 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 08:50:28,679 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:28,696 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 08:50:28,713 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-25 08:50:28,729 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 08:50:28,746 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.863, mIoU: 0.490
2023-07-25 08:50:28,762 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 08:50:28,776 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 08:50:28,791 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 08:50:28,807 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 08:50:28,821 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.867, mIoU: 0.493
2023-07-25 08:50:28,837 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.867, mIoU: 0.492
2023-07-25 08:50:28,853 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.866, mIoU: 0.489
2023-07-25 08:50:28,867 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.867, mIoU: 0.490
2023-07-25 08:50:28,882 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.866, mIoU: 0.489
2023-07-25 08:50:28,898 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.866, mIoU: 0.487
2023-07-25 08:50:28,912 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.867, mIoU: 0.490
2023-07-25 08:50:28,928 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.867, mIoU: 0.491
2023-07-25 08:50:28,945 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.867, mIoU: 0.492
2023-07-25 08:50:28,959 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 08:50:28,974 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 08:50:28,988 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.867, mIoU: 0.486
2023-07-25 08:50:29,003 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.868, mIoU: 0.486
2023-07-25 08:50:29,020 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.869, mIoU: 0.484
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2023-07-25 08:50:29,053 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 08:50:29,067 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:29,082 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.870, mIoU: 0.483
2023-07-25 08:50:29,098 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.870, mIoU: 0.482
2023-07-25 08:50:29,113 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.871, mIoU: 0.482
2023-07-25 08:50:29,129 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.870, mIoU: 0.479
2023-07-25 08:50:29,145 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 08:50:29,160 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 08:50:29,174 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 08:50:29,191 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 08:50:29,207 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 08:50:29,216 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-25 08:50:29,228 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-25 08:50:29,245 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 08:50:29,254 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 08:50:29,268 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.871, mIoU: 0.474
2023-07-25 08:50:29,284 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-25 08:50:29,300 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.872, mIoU: 0.477
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2023-07-25 08:50:29,331 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-25 08:50:29,345 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.873, mIoU: 0.479
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2023-07-25 08:50:29,376 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.871, mIoU: 0.478
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2023-07-25 08:50:29,472 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 08:50:29,489 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.874, mIoU: 0.485
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2023-07-25 08:50:29,521 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.874, mIoU: 0.485
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2023-07-25 08:50:29,553 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 08:50:29,564 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.874, mIoU: 0.507
2023-07-25 08:50:29,581 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 08:50:29,598 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-25 08:50:29,613 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.873, mIoU: 0.508
2023-07-25 08:50:29,628 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.874, mIoU: 0.507
2023-07-25 08:50:29,643 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.874, mIoU: 0.506
2023-07-25 08:50:29,657 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.874, mIoU: 0.507
2023-07-25 08:50:29,673 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-25 08:50:29,689 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.873, mIoU: 0.506
2023-07-25 08:50:29,706 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-25 08:50:29,722 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.874, mIoU: 0.509
2023-07-25 08:50:29,739 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-25 08:50:29,756 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 08:50:29,773 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 08:50:29,787 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-25 08:50:29,804 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-25 08:50:29,819 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:29,834 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.875, mIoU: 0.507
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2023-07-25 08:50:29,864 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:29,881 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 08:50:29,898 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:29,915 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:29,931 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.872, mIoU: 0.490
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2023-07-25 08:50:29,982 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 08:50:29,999 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.872, mIoU: 0.492
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2023-07-25 08:50:30,105 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 08:50:30,121 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 08:50:30,137 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 08:50:30,154 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 08:50:30,171 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 08:50:30,187 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 08:50:30,201 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 08:50:30,218 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.874, mIoU: 0.499
2023-07-25 08:50:30,233 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 08:50:30,251 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 08:50:30,267 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 08:50:30,284 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.875, mIoU: 0.497
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2023-07-25 08:50:30,313 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.873, mIoU: 0.494
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2023-07-25 08:50:30,375 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.872, mIoU: 0.493
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2023-07-25 08:50:30,409 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.870, mIoU: 0.492
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2023-07-25 08:50:30,475 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.869, mIoU: 0.492
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2023-07-25 08:50:30,642 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.871, mIoU: 0.496
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2023-07-25 08:50:30,764 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.871, mIoU: 0.494
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2023-07-25 08:50:30,811 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.869, mIoU: 0.492
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2023-07-25 08:50:31,050 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.867, mIoU: 0.489
2023-07-25 08:50:31,065 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.868, mIoU: 0.490
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2023-07-25 08:50:31,258 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.868, mIoU: 0.501
2023-07-25 08:50:31,272 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.868, mIoU: 0.501
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2023-07-25 08:50:32,001 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.864, mIoU: 0.491
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2023-07-25 08:50:32,904 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.870, mIoU: 0.496
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2023-07-25 08:50:32,931 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.870, mIoU: 0.495
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2023-07-25 08:50:33,027 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.866, mIoU: 0.485
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2023-07-25 08:50:33,274 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.868, mIoU: 0.480
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2023-07-25 08:50:33,337 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.869, mIoU: 0.481
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2023-07-25 08:50:34,361 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.865, mIoU: 0.473
2023-07-25 08:50:34,376 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.865, mIoU: 0.473
2023-07-25 08:50:34,390 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 08:50:34,401 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 08:50:34,415 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.865, mIoU: 0.471
2023-07-25 08:50:34,430 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-25 08:50:34,445 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 08:50:34,462 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 08:50:34,479 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 08:50:34,496 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 08:50:34,513 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 08:50:34,522 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.866, mIoU: 0.471
2023-07-25 08:50:34,533 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.866, mIoU: 0.472
2023-07-25 08:50:34,548 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 08:50:34,562 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 08:50:34,579 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 08:50:34,593 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.866, mIoU: 0.473
2023-07-25 08:50:34,609 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.866, mIoU: 0.475
2023-07-25 08:50:34,627 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 08:50:34,643 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.867, mIoU: 0.475
2023-07-25 08:50:34,660 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.867, mIoU: 0.476
2023-07-25 08:50:34,676 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.867, mIoU: 0.476
2023-07-25 08:50:34,690 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.867, mIoU: 0.476
2023-07-25 08:50:34,707 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 08:50:34,723 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,737 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,754 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,766 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 08:50:34,782 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,797 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,813 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 08:50:34,829 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 08:50:34,845 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 08:50:34,856 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 08:50:34,870 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 08:50:34,887 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 08:50:34,903 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 08:50:34,917 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 08:50:34,932 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 08:50:34,946 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 08:50:34,962 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 08:50:34,979 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 08:50:34,995 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 08:50:35,004 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 08:50:35,020 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:35,036 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:35,050 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:35,067 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 08:50:35,083 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 08:50:35,097 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 08:50:35,114 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:35,128 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:35,145 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 08:50:35,162 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 08:50:35,179 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 08:50:35,196 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 08:50:35,210 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 08:50:35,224 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 08:50:35,240 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 08:50:35,256 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:35,271 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:35,287 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 08:50:35,304 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 08:50:35,321 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 08:50:35,338 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 08:50:35,352 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 08:50:35,367 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.871, mIoU: 0.492
2023-07-25 08:50:35,384 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 08:50:35,400 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 08:50:35,416 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 08:50:35,432 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 08:50:35,446 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 08:50:35,462 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-25 08:50:35,478 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 08:50:35,493 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 08:50:35,509 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 08:50:35,522 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:35,539 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:35,553 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.872, mIoU: 0.500
2023-07-25 08:50:35,566 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.872, mIoU: 0.501
2023-07-25 08:50:35,580 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.872, mIoU: 0.501
2023-07-25 08:50:35,596 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.872, mIoU: 0.502
2023-07-25 08:50:35,612 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.872, mIoU: 0.502
2023-07-25 08:50:35,629 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.872, mIoU: 0.503
2023-07-25 08:50:35,645 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.873, mIoU: 0.503
2023-07-25 08:50:35,654 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.873, mIoU: 0.503
2023-07-25 08:50:35,670 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.873, mIoU: 0.504
2023-07-25 08:50:35,687 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.872, mIoU: 0.502
2023-07-25 08:50:35,704 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.872, mIoU: 0.502
2023-07-25 08:50:35,720 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,736 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,751 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,765 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,781 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,797 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,813 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:35,827 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.873, mIoU: 0.501
2023-07-25 08:50:35,841 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:35,857 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:35,872 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:35,889 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:35,903 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 08:50:35,919 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 08:50:35,936 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 08:50:35,953 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 08:50:35,967 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 08:50:35,984 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,001 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,015 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,031 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,047 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,064 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,080 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,094 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,111 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 08:50:36,127 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 08:50:36,145 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,156 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,172 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,189 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,202 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,218 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 08:50:36,232 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 08:50:36,248 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,264 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,280 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,295 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,309 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,323 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,340 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,356 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,374 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,389 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 08:50:36,406 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,420 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,436 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,453 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,467 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,484 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,500 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:36,516 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,532 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,549 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,561 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,577 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,594 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,609 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:36,625 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,641 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,653 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,669 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,685 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:36,701 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,715 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,731 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,747 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:36,764 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 08:50:36,779 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.874, mIoU: 0.499
2023-07-25 08:50:36,796 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:36,812 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:36,828 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:36,843 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:36,859 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:36,872 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:36,888 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 08:50:36,904 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 08:50:36,921 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.874, mIoU: 0.501
2023-07-25 08:50:36,935 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:36,952 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:36,967 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:36,983 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,000 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,017 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,034 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,050 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,066 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 08:50:37,082 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:37,098 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:37,113 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:37,129 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:37,148 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,164 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 08:50:37,180 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.873, mIoU: 0.501
2023-07-25 08:50:37,191 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.873, mIoU: 0.501
2023-07-25 08:50:37,205 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:37,220 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:37,234 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 08:50:37,249 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:37,263 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 08:50:37,277 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,292 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,310 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,326 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 08:50:37,344 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,359 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,375 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,389 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,405 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,422 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,439 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,455 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,472 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,488 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,503 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,519 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,535 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,549 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,563 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:37,578 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,594 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,611 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:37,624 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:37,639 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:37,656 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,672 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,685 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,699 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,707 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,724 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:37,741 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:37,758 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:37,775 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:37,792 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:37,809 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,827 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,843 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,857 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,874 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,890 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,907 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,924 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:37,938 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:37,952 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:37,965 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:37,980 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:37,994 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:38,007 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:38,021 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 08:50:38,036 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:38,053 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 08:50:38,065 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 08:50:38,079 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:38,093 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:38,105 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:38,120 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,136 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,153 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,170 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,187 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,203 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:38,218 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,235 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:38,252 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,271 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,289 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,306 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:38,324 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:38,338 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,353 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,367 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,383 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,401 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,415 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,429 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,445 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,460 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,476 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,492 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,507 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,521 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:38,537 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,551 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,567 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,583 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,599 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,617 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,631 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,648 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,665 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:38,679 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:38,693 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:38,710 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:38,727 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,744 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:38,760 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:38,773 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:38,788 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:38,803 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:38,818 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:38,834 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:38,853 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:38,867 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:38,883 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:38,897 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:38,913 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:38,930 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:38,944 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:38,958 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:38,974 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:38,990 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,005 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,021 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,037 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,052 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,066 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,082 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,098 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,116 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,130 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,145 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,160 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,178 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,192 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,207 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 08:50:39,224 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,241 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,255 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,272 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,290 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,307 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:39,325 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,339 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,353 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,369 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:39,383 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,397 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,411 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,427 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,441 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,455 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,470 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,487 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:39,503 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,519 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,533 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,547 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,563 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,578 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,595 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:39,610 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:39,625 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,639 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,652 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,668 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,685 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,701 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:39,716 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,728 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,742 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,758 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,774 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,789 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,805 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:39,820 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,837 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:39,851 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,868 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:39,882 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,898 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,915 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,929 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,946 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,962 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:39,979 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:39,995 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:40,012 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:40,028 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:40,044 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:40,060 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:40,076 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,092 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:40,107 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:40,121 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:40,135 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:40,153 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-25 08:50:40,168 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,186 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,203 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,215 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,231 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,249 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:40,266 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:40,280 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,297 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,313 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,327 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,343 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:40,360 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:40,376 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:50:40,390 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,403 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:50:40,421 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:40,437 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,453 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,467 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,483 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,499 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:40,515 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,531 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,545 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,561 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,575 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:40,591 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:50:40,607 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.879, mIoU: 0.513
2023-07-25 08:50:40,622 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,639 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,653 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,670 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,686 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,703 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:40,718 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:40,735 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:40,751 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,766 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:40,784 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:40,800 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,817 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,833 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,844 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,859 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,873 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,889 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,905 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,922 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:40,935 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,951 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:40,967 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,982 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:40,999 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:41,017 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,031 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,048 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:41,065 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:41,081 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:41,095 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:41,112 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:41,128 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,145 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,159 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,175 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,191 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,205 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:41,221 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,237 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,251 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,267 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,281 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,296 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,312 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,328 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,344 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,360 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,377 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,391 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,405 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:41,421 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,436 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,450 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,467 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:41,483 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,500 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:41,517 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,531 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:41,545 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,562 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,578 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,592 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,609 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,623 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,640 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,656 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,673 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,689 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,705 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:41,715 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:41,732 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:41,748 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:41,762 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:41,777 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:41,793 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:41,809 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:41,824 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:41,840 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:41,856 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:41,873 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:41,889 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,905 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,923 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,940 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,954 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,970 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.879, mIoU: 0.506
2023-07-25 08:50:41,986 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:42,001 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 08:50:42,016 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,032 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,049 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,065 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,073 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,087 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:42,101 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,115 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,127 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,143 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,158 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,174 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,187 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,201 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,216 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,227 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,244 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,258 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,274 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,291 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,307 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,323 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,335 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,349 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,365 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,382 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,398 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,413 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,427 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,439 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,450 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,464 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:42,476 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,492 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,505 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,521 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,537 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:42,553 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 08:50:42,567 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:42,583 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,599 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,615 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,631 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,646 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,662 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:42,679 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,696 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,710 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,724 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,741 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,754 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,771 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,785 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,801 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,817 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,836 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,853 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,867 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,884 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,900 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:42,916 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:42,932 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:42,946 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:42,960 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:42,976 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 08:50:42,992 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:43,008 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:43,024 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 08:50:43,040 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:43,057 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 08:50:43,073 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,089 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,103 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,120 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,131 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,145 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,160 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,173 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,188 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,204 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,220 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 08:50:43,237 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:43,253 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:43,270 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 08:50:43,287 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,300 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,317 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,331 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,348 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,364 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,378 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,394 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,408 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,424 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,440 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,457 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,473 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,489 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,503 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,516 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,532 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,546 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,560 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,576 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,592 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,607 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,621 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,634 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,651 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,667 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,685 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,699 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,714 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:43,731 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:43,747 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 08:50:43,764 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:43,780 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:43,797 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:43,813 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,828 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,844 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 08:50:43,861 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,877 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:43,892 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,908 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,922 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,938 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,954 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,971 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:43,984 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:43,999 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:44,014 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:44,031 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,045 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,060 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,076 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,092 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,109 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,126 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,143 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,157 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,174 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,192 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,207 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:44,224 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,238 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:44,248 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,264 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,281 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,295 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,311 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,327 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,341 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,355 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,371 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,386 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 08:50:44,402 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 08:50:44,419 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,434 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,452 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 08:50:44,467 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,481 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,496 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,513 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 08:50:44,529 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,542 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,556 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,573 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,589 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,605 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,620 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,634 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,650 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,665 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 08:50:44,679 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,696 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,713 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,729 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,745 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:44,759 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:44,776 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:44,791 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:44,807 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:44,823 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.878, mIoU: 0.510
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2023-07-25 08:50:44,868 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.877, mIoU: 0.510
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2023-07-25 08:50:44,895 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,911 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 08:50:44,928 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,944 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,960 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,972 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 08:50:44,986 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,003 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,020 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,034 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,050 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,068 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,084 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,099 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,114 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,130 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,144 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,160 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,173 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,187 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,203 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,218 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,234 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,250 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 08:50:45,263 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,279 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,295 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:45,308 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:45,323 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 08:50:45,339 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,356 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,372 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,385 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,399 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,415 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,431 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,447 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,461 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,477 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 08:50:45,495 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,510 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,521 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,538 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,555 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,571 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,587 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 08:50:45,601 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 08:50:45,617 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:45,632 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,646 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,662 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,678 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,694 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,710 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,727 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 08:50:45,742 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,757 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,773 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,788 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,803 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,820 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,836 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:45,849 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:45,865 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:45,877 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 08:50:45,893 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 08:50:45,910 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 08:50:45,926 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 08:50:45,940 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 08:50:45,956 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 08:50:45,974 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:45,990 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,003 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.877, mIoU: 0.511
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2023-07-25 08:50:46,035 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,046 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,062 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,078 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,094 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,107 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,121 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 08:50:46,137 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.876, mIoU: 0.509
2023-07-25 08:50:46,152 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:46,169 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:46,183 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 08:50:46,200 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 08:50:46,214 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 08:50:46,228 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:46,245 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 08:50:46,261 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,278 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 08:50:46,294 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,312 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,326 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,343 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,359 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,376 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,393 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 08:50:46,407 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,421 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,439 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,455 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,471 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,485 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,499 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,515 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 08:50:46,531 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,545 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,559 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,575 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,591 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,607 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,623 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,640 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,657 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,671 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,687 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,703 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,717 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,733 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,749 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,766 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,782 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 08:50:46,797 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:46,814 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:46,829 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:46,844 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:46,860 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:46,876 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 08:50:46,892 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:46,907 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:46,924 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:46,939 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:46,954 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:46,968 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:46,985 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,002 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,016 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,033 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,050 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,066 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,083 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,099 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,115 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,132 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,146 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,160 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,173 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,187 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,201 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,216 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,232 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,246 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,260 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,275 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,287 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,301 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,317 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:47,333 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:47,348 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:47,365 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:47,379 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:47,395 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:47,411 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.874, mIoU: 0.503
2023-07-25 08:50:47,425 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,441 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,458 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,475 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,489 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,506 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,522 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,538 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,554 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,568 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,584 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,600 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,617 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,633 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,647 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,662 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,678 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,694 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,710 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,726 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,742 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,759 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,770 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,785 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,799 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,813 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:47,831 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,848 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:47,863 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,876 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,890 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,904 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,920 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,935 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:47,951 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:47,966 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:47,981 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:47,997 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,014 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,028 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,044 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,060 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,074 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,090 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,103 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,120 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,136 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,152 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,169 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,183 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,197 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,212 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,228 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,243 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,257 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,271 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,287 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,302 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,318 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,331 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,347 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,365 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,381 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,398 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,415 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,423 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,440 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,454 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,468 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,485 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,501 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,517 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,534 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 08:50:48,551 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,567 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,583 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 08:50:48,597 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,613 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,630 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,647 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,663 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,679 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,697 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,711 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,726 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,741 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,757 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,770 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,784 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,801 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,817 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,834 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,850 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,866 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 08:50:48,882 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,898 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:48,912 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,929 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,943 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,959 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,977 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 08:50:48,994 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,011 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,026 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,043 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,059 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,075 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,092 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,108 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,125 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,141 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,155 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,171 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,185 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,201 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,216 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,232 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:50:49,249 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,265 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,280 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,290 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,306 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,320 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,335 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,351 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,366 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,382 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,394 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,404 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,421 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,438 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.876, mIoU: 0.502
2023-07-25 08:50:49,454 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,468 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,485 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,501 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,516 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,532 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,548 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,564 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,580 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 08:50:49,594 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,610 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,626 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,641 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,655 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,670 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,686 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,702 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,718 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,732 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,746 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.876, mIoU: 0.501
2023-07-25 08:50:49,761 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 08:50:49,779 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 08:51:07,616 semantic_segmentation INFO: Iters: 44010/150000 || Lr: 0.014632 || Task Loss: 0.7229 || KD Loss: 0.2159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:49 || Estimated Time: 2 days, 5:08:10
2023-07-25 08:51:26,058 semantic_segmentation INFO: Iters: 44020/150000 || Lr: 0.014630 || Task Loss: 0.9213 || KD Loss: 0.2911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:08 || Estimated Time: 2 days, 5:07:53
2023-07-25 08:51:44,488 semantic_segmentation INFO: Iters: 44030/150000 || Lr: 0.014629 || Task Loss: 0.9007 || KD Loss: 0.2252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:26 || Estimated Time: 2 days, 5:07:36
2023-07-25 08:52:02,912 semantic_segmentation INFO: Iters: 44040/150000 || Lr: 0.014628 || Task Loss: 0.6416 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:45 || Estimated Time: 2 days, 5:07:19
2023-07-25 08:52:21,381 semantic_segmentation INFO: Iters: 44050/150000 || Lr: 0.014627 || Task Loss: 0.5361 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:03 || Estimated Time: 2 days, 5:07:02
2023-07-25 08:52:40,370 semantic_segmentation INFO: Iters: 44060/150000 || Lr: 0.014625 || Task Loss: 0.5570 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:22 || Estimated Time: 2 days, 5:06:46
2023-07-25 08:52:58,832 semantic_segmentation INFO: Iters: 44070/150000 || Lr: 0.014624 || Task Loss: 0.4623 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:41 || Estimated Time: 2 days, 5:06:29
2023-07-25 08:53:18,029 semantic_segmentation INFO: Iters: 44080/150000 || Lr: 0.014623 || Task Loss: 0.7335 || KD Loss: 0.2127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:00 || Estimated Time: 2 days, 5:06:14
2023-07-25 08:53:36,894 semantic_segmentation INFO: Iters: 44090/150000 || Lr: 0.014622 || Task Loss: 0.6928 || KD Loss: 0.2708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:19 || Estimated Time: 2 days, 5:05:58
2023-07-25 08:53:55,701 semantic_segmentation INFO: Iters: 44100/150000 || Lr: 0.014620 || Task Loss: 0.6362 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:37 || Estimated Time: 2 days, 5:05:42
2023-07-25 08:54:14,008 semantic_segmentation INFO: Iters: 44110/150000 || Lr: 0.014619 || Task Loss: 0.9913 || KD Loss: 0.3686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:56 || Estimated Time: 2 days, 5:05:24
2023-07-25 08:54:32,522 semantic_segmentation INFO: Iters: 44120/150000 || Lr: 0.014618 || Task Loss: 0.4913 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:14 || Estimated Time: 2 days, 5:05:07
2023-07-25 08:54:50,905 semantic_segmentation INFO: Iters: 44130/150000 || Lr: 0.014617 || Task Loss: 0.9969 || KD Loss: 0.4118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:33 || Estimated Time: 2 days, 5:04:50
2023-07-25 08:55:10,151 semantic_segmentation INFO: Iters: 44140/150000 || Lr: 0.014615 || Task Loss: 0.6022 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:52 || Estimated Time: 2 days, 5:04:35
2023-07-25 08:55:28,674 semantic_segmentation INFO: Iters: 44150/150000 || Lr: 0.014614 || Task Loss: 0.7651 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:10 || Estimated Time: 2 days, 5:04:18
2023-07-25 08:55:47,085 semantic_segmentation INFO: Iters: 44160/150000 || Lr: 0.014613 || Task Loss: 0.6973 || KD Loss: 0.2228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:29 || Estimated Time: 2 days, 5:04:01
2023-07-25 08:56:05,490 semantic_segmentation INFO: Iters: 44170/150000 || Lr: 0.014612 || Task Loss: 0.5501 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:47 || Estimated Time: 2 days, 5:03:43
2023-07-25 08:56:23,744 semantic_segmentation INFO: Iters: 44180/150000 || Lr: 0.014610 || Task Loss: 0.8853 || KD Loss: 0.2892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:09:06 || Estimated Time: 2 days, 5:03:26
2023-07-25 08:56:42,297 semantic_segmentation INFO: Iters: 44190/150000 || Lr: 0.014609 || Task Loss: 0.8066 || KD Loss: 0.2413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:09:24 || Estimated Time: 2 days, 5:03:09
2023-07-25 08:57:00,595 semantic_segmentation INFO: Iters: 44200/150000 || Lr: 0.014608 || Task Loss: 0.5022 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:09:42 || Estimated Time: 2 days, 5:02:52
2023-07-25 08:57:19,421 semantic_segmentation INFO: Iters: 44210/150000 || Lr: 0.014607 || Task Loss: 0.6166 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:01 || Estimated Time: 2 days, 5:02:35
2023-07-25 08:57:38,068 semantic_segmentation INFO: Iters: 44220/150000 || Lr: 0.014605 || Task Loss: 0.6540 || KD Loss: 0.2361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:20 || Estimated Time: 2 days, 5:02:19
2023-07-25 08:57:56,808 semantic_segmentation INFO: Iters: 44230/150000 || Lr: 0.014604 || Task Loss: 0.4017 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:39 || Estimated Time: 2 days, 5:02:02
2023-07-25 08:58:15,090 semantic_segmentation INFO: Iters: 44240/150000 || Lr: 0.014603 || Task Loss: 0.6935 || KD Loss: 0.2623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:57 || Estimated Time: 2 days, 5:01:45
2023-07-25 08:58:33,905 semantic_segmentation INFO: Iters: 44250/150000 || Lr: 0.014602 || Task Loss: 0.6621 || KD Loss: 0.2350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:16 || Estimated Time: 2 days, 5:01:29
2023-07-25 08:58:52,602 semantic_segmentation INFO: Iters: 44260/150000 || Lr: 0.014600 || Task Loss: 0.6870 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:34 || Estimated Time: 2 days, 5:01:12
2023-07-25 08:59:11,541 semantic_segmentation INFO: Iters: 44270/150000 || Lr: 0.014599 || Task Loss: 0.5901 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:53 || Estimated Time: 2 days, 5:00:56
2023-07-25 08:59:30,067 semantic_segmentation INFO: Iters: 44280/150000 || Lr: 0.014598 || Task Loss: 0.5259 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:12 || Estimated Time: 2 days, 5:00:39
2023-07-25 08:59:48,365 semantic_segmentation INFO: Iters: 44290/150000 || Lr: 0.014597 || Task Loss: 0.8592 || KD Loss: 0.3116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:30 || Estimated Time: 2 days, 5:00:22
2023-07-25 09:00:06,863 semantic_segmentation INFO: Iters: 44300/150000 || Lr: 0.014596 || Task Loss: 0.8518 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:49 || Estimated Time: 2 days, 5:00:05
2023-07-25 09:00:24,625 semantic_segmentation INFO: Iters: 44310/150000 || Lr: 0.014594 || Task Loss: 0.7498 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:06 || Estimated Time: 2 days, 4:59:46
2023-07-25 09:00:43,931 semantic_segmentation INFO: Iters: 44320/150000 || Lr: 0.014593 || Task Loss: 0.7440 || KD Loss: 0.2214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:26 || Estimated Time: 2 days, 4:59:31
2023-07-25 09:01:02,389 semantic_segmentation INFO: Iters: 44330/150000 || Lr: 0.014592 || Task Loss: 0.6969 || KD Loss: 0.2044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:44 || Estimated Time: 2 days, 4:59:14
2023-07-25 09:01:20,520 semantic_segmentation INFO: Iters: 44340/150000 || Lr: 0.014591 || Task Loss: 0.8708 || KD Loss: 0.3108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:02 || Estimated Time: 2 days, 4:58:56
2023-07-25 09:01:38,779 semantic_segmentation INFO: Iters: 44350/150000 || Lr: 0.014589 || Task Loss: 0.9497 || KD Loss: 0.3597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:21 || Estimated Time: 2 days, 4:58:39
2023-07-25 09:01:57,678 semantic_segmentation INFO: Iters: 44360/150000 || Lr: 0.014588 || Task Loss: 0.6383 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:39 || Estimated Time: 2 days, 4:58:22
2023-07-25 09:02:16,129 semantic_segmentation INFO: Iters: 44370/150000 || Lr: 0.014587 || Task Loss: 0.5718 || KD Loss: 0.1422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:58 || Estimated Time: 2 days, 4:58:05
2023-07-25 09:02:34,566 semantic_segmentation INFO: Iters: 44380/150000 || Lr: 0.014586 || Task Loss: 0.5459 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:16 || Estimated Time: 2 days, 4:57:48
2023-07-25 09:02:52,995 semantic_segmentation INFO: Iters: 44390/150000 || Lr: 0.014584 || Task Loss: 0.7105 || KD Loss: 0.2073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:35 || Estimated Time: 2 days, 4:57:31
2023-07-25 09:03:11,106 semantic_segmentation INFO: Iters: 44400/150000 || Lr: 0.014583 || Task Loss: 0.6613 || KD Loss: 0.2864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:53 || Estimated Time: 2 days, 4:57:13
2023-07-25 09:03:29,776 semantic_segmentation INFO: Iters: 44410/150000 || Lr: 0.014582 || Task Loss: 0.5791 || KD Loss: 0.1949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:12 || Estimated Time: 2 days, 4:56:57
2023-07-25 09:03:48,791 semantic_segmentation INFO: Iters: 44420/150000 || Lr: 0.014581 || Task Loss: 0.6681 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:31 || Estimated Time: 2 days, 4:56:41
2023-07-25 09:04:07,353 semantic_segmentation INFO: Iters: 44430/150000 || Lr: 0.014579 || Task Loss: 0.5470 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:49 || Estimated Time: 2 days, 4:56:24
2023-07-25 09:04:25,694 semantic_segmentation INFO: Iters: 44440/150000 || Lr: 0.014578 || Task Loss: 0.6786 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:07 || Estimated Time: 2 days, 4:56:07
2023-07-25 09:04:43,716 semantic_segmentation INFO: Iters: 44450/150000 || Lr: 0.014577 || Task Loss: 0.6791 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:25 || Estimated Time: 2 days, 4:55:49
2023-07-25 09:05:02,453 semantic_segmentation INFO: Iters: 44460/150000 || Lr: 0.014576 || Task Loss: 0.5279 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:44 || Estimated Time: 2 days, 4:55:32
2023-07-25 09:05:20,454 semantic_segmentation INFO: Iters: 44470/150000 || Lr: 0.014574 || Task Loss: 0.6099 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:02 || Estimated Time: 2 days, 4:55:14
2023-07-25 09:05:39,420 semantic_segmentation INFO: Iters: 44480/150000 || Lr: 0.014573 || Task Loss: 0.5454 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:21 || Estimated Time: 2 days, 4:54:58
2023-07-25 09:05:57,481 semantic_segmentation INFO: Iters: 44490/150000 || Lr: 0.014572 || Task Loss: 0.8198 || KD Loss: 0.2921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:39 || Estimated Time: 2 days, 4:54:40
2023-07-25 09:06:15,856 semantic_segmentation INFO: Iters: 44500/150000 || Lr: 0.014571 || Task Loss: 0.6489 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:58 || Estimated Time: 2 days, 4:54:23
2023-07-25 09:06:34,101 semantic_segmentation INFO: Iters: 44510/150000 || Lr: 0.014569 || Task Loss: 0.5186 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:16 || Estimated Time: 2 days, 4:54:05
2023-07-25 09:06:52,596 semantic_segmentation INFO: Iters: 44520/150000 || Lr: 0.014568 || Task Loss: 1.1747 || KD Loss: 0.4263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:34 || Estimated Time: 2 days, 4:53:48
2023-07-25 09:07:10,789 semantic_segmentation INFO: Iters: 44530/150000 || Lr: 0.014567 || Task Loss: 0.8115 || KD Loss: 0.2717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:53 || Estimated Time: 2 days, 4:53:30
2023-07-25 09:07:29,198 semantic_segmentation INFO: Iters: 44540/150000 || Lr: 0.014566 || Task Loss: 0.5180 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:11 || Estimated Time: 2 days, 4:53:13
2023-07-25 09:07:47,820 semantic_segmentation INFO: Iters: 44550/150000 || Lr: 0.014564 || Task Loss: 0.6796 || KD Loss: 0.2127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:30 || Estimated Time: 2 days, 4:52:56
2023-07-25 09:08:05,895 semantic_segmentation INFO: Iters: 44560/150000 || Lr: 0.014563 || Task Loss: 0.7977 || KD Loss: 0.2329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:48 || Estimated Time: 2 days, 4:52:38
2023-07-25 09:08:24,150 semantic_segmentation INFO: Iters: 44570/150000 || Lr: 0.014562 || Task Loss: 0.6237 || KD Loss: 0.2076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:06 || Estimated Time: 2 days, 4:52:21
2023-07-25 09:08:42,639 semantic_segmentation INFO: Iters: 44580/150000 || Lr: 0.014561 || Task Loss: 0.8122 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:24 || Estimated Time: 2 days, 4:52:04
2023-07-25 09:09:00,693 semantic_segmentation INFO: Iters: 44590/150000 || Lr: 0.014559 || Task Loss: 0.6979 || KD Loss: 0.2498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:42 || Estimated Time: 2 days, 4:51:46
2023-07-25 09:09:18,997 semantic_segmentation INFO: Iters: 44600/150000 || Lr: 0.014558 || Task Loss: 0.6862 || KD Loss: 0.2097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:01 || Estimated Time: 2 days, 4:51:28
2023-07-25 09:09:37,397 semantic_segmentation INFO: Iters: 44610/150000 || Lr: 0.014557 || Task Loss: 0.5680 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:19 || Estimated Time: 2 days, 4:51:11
2023-07-25 09:09:55,821 semantic_segmentation INFO: Iters: 44620/150000 || Lr: 0.014556 || Task Loss: 0.6289 || KD Loss: 0.1743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:38 || Estimated Time: 2 days, 4:50:54
2023-07-25 09:10:13,918 semantic_segmentation INFO: Iters: 44630/150000 || Lr: 0.014554 || Task Loss: 0.5123 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:56 || Estimated Time: 2 days, 4:50:36
2023-07-25 09:10:32,049 semantic_segmentation INFO: Iters: 44640/150000 || Lr: 0.014553 || Task Loss: 0.7596 || KD Loss: 0.2204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:14 || Estimated Time: 2 days, 4:50:18
2023-07-25 09:10:50,600 semantic_segmentation INFO: Iters: 44650/150000 || Lr: 0.014552 || Task Loss: 0.8400 || KD Loss: 0.2361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:32 || Estimated Time: 2 days, 4:50:01
2023-07-25 09:11:09,030 semantic_segmentation INFO: Iters: 44660/150000 || Lr: 0.014551 || Task Loss: 0.6854 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2468|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:51 || Estimated Time: 2 days, 4:49:44
2023-07-25 09:11:27,236 semantic_segmentation INFO: Iters: 44670/150000 || Lr: 0.014550 || Task Loss: 0.6898 || KD Loss: 0.2026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:09 || Estimated Time: 2 days, 4:49:26
2023-07-25 09:11:45,259 semantic_segmentation INFO: Iters: 44680/150000 || Lr: 0.014548 || Task Loss: 1.0266 || KD Loss: 0.4010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:27 || Estimated Time: 2 days, 4:49:08
2023-07-25 09:12:03,973 semantic_segmentation INFO: Iters: 44690/150000 || Lr: 0.014547 || Task Loss: 0.8185 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:46 || Estimated Time: 2 days, 4:48:52
2023-07-25 09:12:21,911 semantic_segmentation INFO: Iters: 44700/150000 || Lr: 0.014546 || Task Loss: 0.6553 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:04 || Estimated Time: 2 days, 4:48:33
2023-07-25 09:12:40,263 semantic_segmentation INFO: Iters: 44710/150000 || Lr: 0.014545 || Task Loss: 0.7838 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2514|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:22 || Estimated Time: 2 days, 4:48:16
2023-07-25 09:12:58,698 semantic_segmentation INFO: Iters: 44720/150000 || Lr: 0.014543 || Task Loss: 0.6886 || KD Loss: 0.2396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:40 || Estimated Time: 2 days, 4:47:59
2023-07-25 09:13:16,742 semantic_segmentation INFO: Iters: 44730/150000 || Lr: 0.014542 || Task Loss: 0.6720 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2465|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:59 || Estimated Time: 2 days, 4:47:41
2023-07-25 09:13:34,745 semantic_segmentation INFO: Iters: 44740/150000 || Lr: 0.014541 || Task Loss: 0.9642 || KD Loss: 0.2979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:17 || Estimated Time: 2 days, 4:47:23
2023-07-25 09:13:53,074 semantic_segmentation INFO: Iters: 44750/150000 || Lr: 0.014540 || Task Loss: 0.5411 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:35 || Estimated Time: 2 days, 4:47:05
2023-07-25 09:14:11,601 semantic_segmentation INFO: Iters: 44760/150000 || Lr: 0.014538 || Task Loss: 0.7683 || KD Loss: 0.2250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:53 || Estimated Time: 2 days, 4:46:48
2023-07-25 09:14:29,704 semantic_segmentation INFO: Iters: 44770/150000 || Lr: 0.014537 || Task Loss: 0.5915 || KD Loss: 0.2275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:11 || Estimated Time: 2 days, 4:46:30
2023-07-25 09:14:47,676 semantic_segmentation INFO: Iters: 44780/150000 || Lr: 0.014536 || Task Loss: 0.4385 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2399|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:29 || Estimated Time: 2 days, 4:46:12
2023-07-25 09:15:06,145 semantic_segmentation INFO: Iters: 44790/150000 || Lr: 0.014535 || Task Loss: 0.6864 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:48 || Estimated Time: 2 days, 4:45:55
2023-07-25 09:15:24,328 semantic_segmentation INFO: Iters: 44800/150000 || Lr: 0.014533 || Task Loss: 0.6905 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:06 || Estimated Time: 2 days, 4:45:37
2023-07-25 09:15:24,456 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 09:15:24,863 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.089
2023-07-25 09:15:24,880 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.133
2023-07-25 09:15:24,894 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.141
2023-07-25 09:15:24,910 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.137
2023-07-25 09:15:24,924 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.917, mIoU: 0.195
2023-07-25 09:15:24,938 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.927, mIoU: 0.241
2023-07-25 09:15:24,954 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.285
2023-07-25 09:15:24,969 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.295
2023-07-25 09:15:24,982 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.932, mIoU: 0.305
2023-07-25 09:15:24,997 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.319
2023-07-25 09:15:25,012 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.906, mIoU: 0.319
2023-07-25 09:15:25,027 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.909, mIoU: 0.320
2023-07-25 09:15:25,040 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.872, mIoU: 0.303
2023-07-25 09:15:25,055 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.859, mIoU: 0.269
2023-07-25 09:15:25,071 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.849, mIoU: 0.249
2023-07-25 09:15:25,084 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.855, mIoU: 0.247
2023-07-25 09:15:25,095 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.847, mIoU: 0.240
2023-07-25 09:15:25,109 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.841, mIoU: 0.235
2023-07-25 09:15:25,124 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.846, mIoU: 0.235
2023-07-25 09:15:25,141 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.851, mIoU: 0.268
2023-07-25 09:15:25,157 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.858, mIoU: 0.274
2023-07-25 09:15:25,173 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.860, mIoU: 0.280
2023-07-25 09:15:25,188 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.856, mIoU: 0.299
2023-07-25 09:15:25,205 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.859, mIoU: 0.306
2023-07-25 09:15:25,221 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.863, mIoU: 0.317
2023-07-25 09:15:25,236 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.863, mIoU: 0.325
2023-07-25 09:15:25,253 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.865, mIoU: 0.326
2023-07-25 09:15:25,265 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.866, mIoU: 0.322
2023-07-25 09:15:25,282 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.863, mIoU: 0.314
2023-07-25 09:15:25,298 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.868, mIoU: 0.314
2023-07-25 09:15:25,314 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.871, mIoU: 0.317
2023-07-25 09:15:25,330 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.874, mIoU: 0.318
2023-07-25 09:15:25,346 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.874, mIoU: 0.316
2023-07-25 09:15:25,362 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.316
2023-07-25 09:15:25,378 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.863, mIoU: 0.352
2023-07-25 09:15:25,395 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.866, mIoU: 0.353
2023-07-25 09:15:25,409 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.868, mIoU: 0.357
2023-07-25 09:15:25,422 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.871, mIoU: 0.373
2023-07-25 09:15:25,440 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.873, mIoU: 0.377
2023-07-25 09:15:25,454 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.873, mIoU: 0.376
2023-07-25 09:15:25,469 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.862, mIoU: 0.362
2023-07-25 09:15:25,485 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.866, mIoU: 0.362
2023-07-25 09:15:25,501 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.865, mIoU: 0.368
2023-07-25 09:15:25,516 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.866, mIoU: 0.367
2023-07-25 09:15:25,532 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.866, mIoU: 0.374
2023-07-25 09:15:25,549 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.866, mIoU: 0.372
2023-07-25 09:15:25,563 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.868, mIoU: 0.379
2023-07-25 09:15:25,577 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.867, mIoU: 0.379
2023-07-25 09:15:25,592 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.868, mIoU: 0.384
2023-07-25 09:15:25,609 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.867, mIoU: 0.383
2023-07-25 09:15:25,626 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.868, mIoU: 0.380
2023-07-25 09:15:25,643 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.870, mIoU: 0.380
2023-07-25 09:15:25,658 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.872, mIoU: 0.378
2023-07-25 09:15:25,675 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.872, mIoU: 0.376
2023-07-25 09:15:25,692 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.871, mIoU: 0.376
2023-07-25 09:15:25,706 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.870, mIoU: 0.374
2023-07-25 09:15:25,724 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.870, mIoU: 0.372
2023-07-25 09:15:25,743 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-25 09:15:25,757 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.874, mIoU: 0.376
2023-07-25 09:15:25,773 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.863, mIoU: 0.372
2023-07-25 09:15:25,788 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.864, mIoU: 0.380
2023-07-25 09:15:25,804 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.864, mIoU: 0.378
2023-07-25 09:15:25,818 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.866, mIoU: 0.378
2023-07-25 09:15:25,838 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.867, mIoU: 0.384
2023-07-25 09:15:25,852 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.869, mIoU: 0.398
2023-07-25 09:15:25,869 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.870, mIoU: 0.398
2023-07-25 09:15:25,886 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.872, mIoU: 0.399
2023-07-25 09:15:25,902 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.873, mIoU: 0.442
2023-07-25 09:15:25,919 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.875, mIoU: 0.444
2023-07-25 09:15:25,936 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.873, mIoU: 0.446
2023-07-25 09:15:25,954 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.872, mIoU: 0.460
2023-07-25 09:15:25,968 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.873, mIoU: 0.461
2023-07-25 09:15:25,984 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.871, mIoU: 0.440
2023-07-25 09:15:26,001 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.872, mIoU: 0.440
2023-07-25 09:15:26,017 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.873, mIoU: 0.453
2023-07-25 09:15:26,035 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.875, mIoU: 0.452
2023-07-25 09:15:26,051 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.871, mIoU: 0.450
2023-07-25 09:15:26,061 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.870, mIoU: 0.450
2023-07-25 09:15:26,078 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.870, mIoU: 0.457
2023-07-25 09:15:26,095 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.872, mIoU: 0.459
2023-07-25 09:15:26,110 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.872, mIoU: 0.465
2023-07-25 09:15:26,126 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.465
2023-07-25 09:15:26,142 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.871, mIoU: 0.463
2023-07-25 09:15:26,158 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 09:15:26,175 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-25 09:15:26,192 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-25 09:15:26,208 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 09:15:26,224 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-25 09:15:26,240 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.866, mIoU: 0.446
2023-07-25 09:15:26,254 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.867, mIoU: 0.446
2023-07-25 09:15:26,271 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-25 09:15:26,288 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.869, mIoU: 0.450
2023-07-25 09:15:26,304 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-25 09:15:26,321 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 09:15:26,338 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-25 09:15:26,355 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-25 09:15:26,369 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-25 09:15:26,384 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-25 09:15:26,400 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-25 09:15:26,414 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.868, mIoU: 0.467
2023-07-25 09:15:26,431 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 09:15:26,446 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.870, mIoU: 0.467
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2023-07-25 09:15:26,477 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.869, mIoU: 0.467
2023-07-25 09:15:26,494 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 09:15:26,507 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.870, mIoU: 0.474
2023-07-25 09:15:26,524 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.870, mIoU: 0.476
2023-07-25 09:15:26,540 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.871, mIoU: 0.475
2023-07-25 09:15:26,554 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 09:15:26,568 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.870, mIoU: 0.466
2023-07-25 09:15:26,582 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 09:15:26,596 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.872, mIoU: 0.470
2023-07-25 09:15:26,612 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.872, mIoU: 0.469
2023-07-25 09:15:26,628 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.872, mIoU: 0.470
2023-07-25 09:15:26,644 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-25 09:15:26,658 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-25 09:15:26,672 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.869, mIoU: 0.464
2023-07-25 09:15:26,688 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.869, mIoU: 0.463
2023-07-25 09:15:26,702 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.868, mIoU: 0.460
2023-07-25 09:15:26,718 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.867, mIoU: 0.457
2023-07-25 09:15:26,734 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.868, mIoU: 0.457
2023-07-25 09:15:26,748 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.868, mIoU: 0.456
2023-07-25 09:15:26,762 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.868, mIoU: 0.452
2023-07-25 09:15:26,779 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.869, mIoU: 0.453
2023-07-25 09:15:26,795 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.870, mIoU: 0.452
2023-07-25 09:15:26,804 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.870, mIoU: 0.454
2023-07-25 09:15:26,817 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.870, mIoU: 0.454
2023-07-25 09:15:26,834 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.866, mIoU: 0.444
2023-07-25 09:15:26,844 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.866, mIoU: 0.445
2023-07-25 09:15:26,858 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-25 09:15:26,874 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 09:15:26,892 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.869, mIoU: 0.459
2023-07-25 09:15:26,907 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.869, mIoU: 0.459
2023-07-25 09:15:26,924 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 09:15:26,939 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.870, mIoU: 0.460
2023-07-25 09:15:26,955 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.871, mIoU: 0.461
2023-07-25 09:15:26,972 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.868, mIoU: 0.459
2023-07-25 09:15:26,986 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.869, mIoU: 0.460
2023-07-25 09:15:27,003 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.870, mIoU: 0.461
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2023-07-25 09:15:27,034 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.871, mIoU: 0.464
2023-07-25 09:15:27,051 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.872, mIoU: 0.464
2023-07-25 09:15:27,067 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:27,084 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 09:15:27,100 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-25 09:15:27,115 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 09:15:27,131 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-25 09:15:27,147 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 09:15:27,158 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 09:15:27,174 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 09:15:27,190 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.872, mIoU: 0.494
2023-07-25 09:15:27,204 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.872, mIoU: 0.492
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2023-07-25 09:15:27,233 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 09:15:27,246 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.873, mIoU: 0.492
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2023-07-25 09:15:27,311 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 09:15:27,328 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.874, mIoU: 0.496
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2023-07-25 09:15:27,360 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:27,374 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 09:15:27,391 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:27,404 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:27,419 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.875, mIoU: 0.492
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2023-07-25 09:15:27,448 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.875, mIoU: 0.491
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2023-07-25 09:15:27,481 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.871, mIoU: 0.470
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2023-07-25 09:15:27,512 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.872, mIoU: 0.470
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2023-07-25 09:15:28,249 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.873, mIoU: 0.480
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2023-07-25 09:15:31,363 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.874, mIoU: 0.472
2023-07-25 09:15:31,379 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.873, mIoU: 0.469
2023-07-25 09:15:31,394 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 09:15:31,409 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 09:15:31,425 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 09:15:31,439 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 09:15:31,457 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,471 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 09:15:31,487 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:31,503 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 09:15:31,517 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 09:15:31,533 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 09:15:31,550 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,563 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,580 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,596 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.872, mIoU: 0.471
2023-07-25 09:15:31,611 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,628 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.873, mIoU: 0.472
2023-07-25 09:15:31,644 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-25 09:15:31,660 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,677 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,693 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,709 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,724 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,741 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,755 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,769 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,786 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.872, mIoU: 0.472
2023-07-25 09:15:31,803 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,819 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,835 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 09:15:31,849 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,865 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,880 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,891 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,906 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.871, mIoU: 0.467
2023-07-25 09:15:31,921 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 09:15:31,937 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.871, mIoU: 0.468
2023-07-25 09:15:31,954 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:31,970 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.872, mIoU: 0.469
2023-07-25 09:15:31,987 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 09:15:32,003 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 09:15:32,012 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-25 09:15:32,023 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.870, mIoU: 0.468
2023-07-25 09:15:32,037 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 09:15:32,051 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:32,067 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 09:15:32,081 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 09:15:32,096 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 09:15:32,113 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.870, mIoU: 0.469
2023-07-25 09:15:32,129 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.870, mIoU: 0.470
2023-07-25 09:15:32,144 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 09:15:32,160 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 09:15:32,174 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.871, mIoU: 0.470
2023-07-25 09:15:32,190 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:32,206 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:32,220 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 09:15:32,237 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.870, mIoU: 0.472
2023-07-25 09:15:32,250 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:32,266 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 09:15:32,282 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.871, mIoU: 0.472
2023-07-25 09:15:32,298 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:32,313 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-25 09:15:32,331 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 09:15:32,341 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 09:15:32,355 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 09:15:32,372 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 09:15:32,388 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-25 09:15:32,401 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 09:15:32,416 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 09:15:32,430 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 09:15:32,447 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 09:15:32,464 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 09:15:32,479 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.872, mIoU: 0.481
2023-07-25 09:15:32,489 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 09:15:32,505 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-25 09:15:32,521 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 09:15:32,534 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 09:15:32,550 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 09:15:32,566 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 09:15:32,580 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 09:15:32,597 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 09:15:32,611 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 09:15:32,628 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:15:32,645 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:15:32,662 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:15:32,679 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 09:15:32,694 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 09:15:32,709 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 09:15:32,725 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:15:32,741 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 09:15:32,756 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 09:15:32,772 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 09:15:32,789 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:15:32,806 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 09:15:32,822 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.873, mIoU: 0.484
2023-07-25 09:15:32,836 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 09:15:32,851 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 09:15:32,867 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 09:15:32,884 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 09:15:32,900 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:15:32,916 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:15:32,930 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:15:32,947 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 09:15:32,963 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 09:15:32,978 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:32,994 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 09:15:33,007 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 09:15:33,025 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 09:15:33,039 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,051 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,065 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,081 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 09:15:33,097 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 09:15:33,113 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 09:15:33,129 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 09:15:33,138 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:33,154 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:33,170 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:33,186 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:33,202 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:33,218 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:33,232 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:33,246 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:33,263 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,279 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,295 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,309 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,323 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 09:15:33,339 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,354 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,370 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,384 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 09:15:33,400 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,417 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,433 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,447 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:15:33,464 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,480 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,494 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,510 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,526 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,542 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,557 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,571 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,587 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,603 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,621 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,631 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,648 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 09:15:33,665 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,679 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,695 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,709 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,726 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,742 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,759 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,774 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,788 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,802 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,819 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:33,836 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.875, mIoU: 0.495
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2023-07-25 09:15:33,867 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:15:33,882 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:33,896 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:33,912 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 09:15:33,957 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 09:15:34,003 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:34,018 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.875, mIoU: 0.496
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2023-07-25 09:15:34,094 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.876, mIoU: 0.496
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2023-07-25 09:15:34,233 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 09:15:34,249 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.876, mIoU: 0.495
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2023-07-25 09:15:34,282 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.876, mIoU: 0.494
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2023-07-25 09:15:34,329 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.876, mIoU: 0.495
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2023-07-25 09:15:34,359 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 09:15:34,404 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.875, mIoU: 0.493
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2023-07-25 09:15:34,434 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 09:15:34,450 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.875, mIoU: 0.493
2023-07-25 09:15:34,466 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 09:15:34,483 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 09:15:34,500 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 09:15:34,516 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.875, mIoU: 0.492
2023-07-25 09:15:34,532 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:34,547 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,563 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,579 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:34,595 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,614 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,630 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:34,647 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:34,658 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:34,671 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,687 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,702 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,717 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,731 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:15:34,745 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,760 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,777 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,793 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:34,809 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,823 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:34,837 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,851 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:34,867 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:34,883 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:34,900 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:34,916 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 09:15:34,932 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,949 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,963 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,979 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:34,996 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,010 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,024 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,039 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,057 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,074 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,088 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,103 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:35,120 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,136 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,149 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,163 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,171 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,187 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,203 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,218 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,235 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,250 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,266 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,283 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,299 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,312 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,328 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,343 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,359 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,376 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,390 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,404 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,418 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,433 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:35,447 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,461 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,476 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,491 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:35,508 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:35,520 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 09:15:35,535 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.875, mIoU: 0.496
2023-07-25 09:15:35,549 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:35,561 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 09:15:35,577 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,593 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,609 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,625 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,640 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,657 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 09:15:35,671 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,687 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:35,703 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:35,721 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:35,737 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:35,752 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,769 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.876, mIoU: 0.497
2023-07-25 09:15:35,782 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,796 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,809 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,824 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,841 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 09:15:35,855 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,868 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,884 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,899 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,915 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,931 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,947 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,960 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:35,976 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:35,991 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,006 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,021 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,036 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,053 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,067 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,084 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,100 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.876, mIoU: 0.496
2023-07-25 09:15:36,114 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,128 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,144 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,160 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-25 09:15:36,176 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,192 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,205 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,218 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,233 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,247 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,262 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,280 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,294 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,311 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,325 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,341 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,357 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,371 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,384 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,401 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,417 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,431 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,447 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,463 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 09:15:36,478 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 09:15:36,492 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 09:15:36,508 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,524 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,542 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,556 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.878, mIoU: 0.496
2023-07-25 09:15:36,571 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,585 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,601 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,614 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,628 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,644 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,660 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,673 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,690 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,706 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,723 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,741 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,755 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,768 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,783 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,797 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,811 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,825 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 09:15:36,841 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,855 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:36,869 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:36,884 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:36,901 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:36,917 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 09:15:36,933 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.877, mIoU: 0.497
2023-07-25 09:15:36,947 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,961 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,977 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:36,993 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 09:15:37,009 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,025 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,038 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,051 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,064 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,080 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,096 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,111 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,127 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,139 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,153 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,169 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,186 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,200 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,216 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 09:15:37,230 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,247 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,261 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,277 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 09:15:37,291 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,307 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,323 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,337 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,353 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,369 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,384 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,400 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,415 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:37,432 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,447 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,461 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,477 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:37,492 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,506 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,519 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,534 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 09:15:37,551 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 09:15:37,566 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,585 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,601 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,614 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,629 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,646 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,662 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,676 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,692 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,708 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,722 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,737 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,754 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,769 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,783 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,796 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,814 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,830 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 09:15:37,845 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,859 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.878, mIoU: 0.500
2023-07-25 09:15:37,875 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.878, mIoU: 0.501
2023-07-25 09:15:37,890 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,906 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,923 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,937 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:37,953 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:37,967 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:37,982 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:37,997 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 09:15:38,011 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,027 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,041 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,056 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,073 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,088 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,103 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,119 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,134 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:38,149 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,166 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:38,181 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,198 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,214 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:38,224 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.878, mIoU: 0.503
2023-07-25 09:15:38,239 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 09:15:38,253 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,269 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,285 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,302 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,316 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,332 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,347 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,363 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,379 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,396 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,410 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,427 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,442 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,458 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,471 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,487 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,502 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:38,518 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,532 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:38,547 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:38,565 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:38,579 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:38,594 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,610 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,624 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,640 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,654 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,669 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,685 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,701 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,717 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,733 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,749 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,763 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,777 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:38,793 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,808 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,822 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,838 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,854 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,869 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,886 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,899 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,913 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,929 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,945 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:38,959 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,975 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:38,988 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,005 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,020 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,037 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,053 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,069 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,078 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,095 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,111 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,125 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,140 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,156 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,172 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,186 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,202 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,218 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,235 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,251 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 09:15:39,267 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.879, mIoU: 0.500
2023-07-25 09:15:39,284 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 09:15:39,302 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 09:15:39,316 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 09:15:39,332 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 09:15:39,348 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 09:15:39,363 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.879, mIoU: 0.501
2023-07-25 09:15:39,377 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,393 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,409 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 09:15:39,425 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,433 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,448 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,462 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 09:15:39,476 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 09:15:39,488 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,504 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,520 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,536 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,548 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,562 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,578 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,589 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,605 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,619 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,634 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,650 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,666 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,681 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,694 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,708 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:39,723 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,738 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,754 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,770 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:39,783 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,794 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,807 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,821 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,833 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,849 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:39,863 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,879 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,896 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,914 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,929 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.879, mIoU: 0.502
2023-07-25 09:15:39,946 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,962 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,978 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:39,994 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:40,009 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:40,024 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 09:15:40,039 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,056 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 09:15:40,069 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,083 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,098 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,111 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,127 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,140 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,157 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,172 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,190 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:40,207 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,221 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,237 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,253 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,269 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,285 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,299 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,314 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,330 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 09:15:40,346 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,362 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,378 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,394 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 09:15:40,411 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 09:15:40,426 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,442 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,455 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,471 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,482 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 09:15:40,496 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 09:15:40,511 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.881, mIoU: 0.507
2023-07-25 09:15:40,523 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:40,539 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:40,554 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,570 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,586 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,603 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,619 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 09:15:40,635 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,649 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,666 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,680 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,696 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,712 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,726 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,742 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,756 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,773 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:40,789 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,806 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:40,821 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:40,837 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:40,851 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:40,864 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,880 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.880, mIoU: 0.504
2023-07-25 09:15:40,894 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,908 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,924 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:40,939 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,955 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,968 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:40,981 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:40,997 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,013 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,030 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,045 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,059 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,075 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,091 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,107 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,123 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.880, mIoU: 0.505
2023-07-25 09:15:41,140 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,156 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,171 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,187 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.880, mIoU: 0.506
2023-07-25 09:15:41,203 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 09:15:41,218 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,233 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 09:15:41,249 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,263 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,279 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,296 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,312 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,325 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.879, mIoU: 0.505
2023-07-25 09:15:41,340 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,356 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,372 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 09:15:41,386 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 09:15:41,401 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,417 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,432 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,449 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,466 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,482 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,496 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 09:15:41,512 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,530 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,545 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,561 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,575 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,584 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,601 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,617 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,630 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,647 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,662 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:41,676 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,690 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,706 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,721 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,737 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,754 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,769 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,786 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,801 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:41,814 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 09:15:41,831 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.879, mIoU: 0.507
2023-07-25 09:15:41,846 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,862 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,875 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,889 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,904 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 09:15:41,920 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,936 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.878, mIoU: 0.508
2023-07-25 09:15:41,951 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 09:15:41,964 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 09:15:41,980 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-25 09:15:41,995 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,009 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,027 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,043 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,060 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,076 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,090 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,106 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,122 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,139 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,155 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,169 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,186 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,201 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,215 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,228 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,244 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,259 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,275 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,290 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,301 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,315 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,332 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,348 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,361 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,377 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,393 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,409 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,422 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,438 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,454 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,467 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,483 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,497 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,512 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,527 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,543 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 09:15:42,559 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 09:15:42,574 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 09:15:42,588 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 09:15:42,603 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,619 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 09:15:42,632 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,648 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,664 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,680 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,696 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,709 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,723 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,739 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,755 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,769 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,783 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,799 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,816 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.879, mIoU: 0.509
2023-07-25 09:15:42,831 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.879, mIoU: 0.510
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2023-07-25 09:15:42,908 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,922 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,938 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.879, mIoU: 0.510
2023-07-25 09:15:42,953 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 09:15:42,967 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.878, mIoU: 0.511
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2023-07-25 09:15:43,000 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.878, mIoU: 0.511
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2023-07-25 09:15:43,065 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.878, mIoU: 0.510
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2023-07-25 09:15:43,096 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.878, mIoU: 0.511
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2023-07-25 09:15:43,157 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.877, mIoU: 0.509
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2023-07-25 09:15:43,198 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,214 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,230 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,245 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,259 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,275 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,292 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.877, mIoU: 0.510
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2023-07-25 09:15:43,320 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,336 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,352 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,363 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,379 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,396 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,412 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,426 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,439 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:15:43,454 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,469 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,485 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,498 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,515 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,528 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,543 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,559 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,574 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,590 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:15:43,605 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,622 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,636 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,651 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,667 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,683 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,699 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,712 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:43,726 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,743 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,759 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,775 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,789 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,803 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,819 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:43,835 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,849 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,863 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 09:15:43,879 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,895 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,911 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,926 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:43,942 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:43,958 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,972 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:43,986 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,002 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,015 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:44,031 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,046 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,062 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,078 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,093 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-25 09:15:44,109 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,124 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,140 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,155 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,171 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,187 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,202 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,219 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,234 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,248 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,261 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,278 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,295 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,308 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,324 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,341 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,357 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,372 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,388 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,404 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,419 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,433 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,447 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 09:15:44,461 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 09:15:44,475 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,489 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,505 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,520 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,534 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,548 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,563 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,575 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,590 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,606 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,622 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,638 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,654 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,667 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,683 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 09:15:44,699 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,712 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,728 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,744 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,761 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,774 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,790 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,806 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,821 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,836 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,849 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,865 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.876, mIoU: 0.506
2023-07-25 09:15:44,880 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 09:15:44,896 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,913 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,926 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,942 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:44,958 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,975 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:44,991 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:45,007 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,023 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,039 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,051 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-25 09:15:45,066 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,080 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,094 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,112 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,127 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,142 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,155 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,169 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,183 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,199 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,213 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,229 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,246 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,259 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,275 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,291 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,305 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,320 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,336 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,349 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,365 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,377 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,395 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,410 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,426 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,442 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,455 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,469 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,484 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,500 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,515 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,528 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,542 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,557 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,573 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,588 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,602 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,617 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,635 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,651 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,666 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,682 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,690 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,706 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,719 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,733 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,749 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,765 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:45,781 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,798 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,814 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,830 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,846 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,860 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,876 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,893 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:45,909 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,925 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,941 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,959 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,973 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:45,988 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,004 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,019 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,033 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,046 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.877, mIoU: 0.508
2023-07-25 09:15:46,062 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,077 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,093 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 09:15:46,108 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,124 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,139 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,155 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,168 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,184 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,198 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,213 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,229 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,244 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,260 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,274 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,290 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,305 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,321 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,337 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,353 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,369 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,385 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,398 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,414 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,428 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,444 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,460 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,475 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,491 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,507 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,522 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,532 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,547 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,561 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,576 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,592 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,608 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,623 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,635 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,645 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,662 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,677 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,692 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,705 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,721 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:15:46,736 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,751 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 09:15:46,767 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,783 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,798 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,814 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,827 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,843 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,859 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,874 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,888 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,904 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,920 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 09:15:46,935 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 09:15:46,952 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 09:15:46,965 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 09:15:46,980 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 09:15:46,996 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 09:15:47,014 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 09:16:04,519 semantic_segmentation INFO: Iters: 44810/150000 || Lr: 0.014532 || Task Loss: 0.6040 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:46 || Estimated Time: 2 days, 4:46:11
2023-07-25 09:16:22,613 semantic_segmentation INFO: Iters: 44820/150000 || Lr: 0.014531 || Task Loss: 0.5801 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:04 || Estimated Time: 2 days, 4:45:53
2023-07-25 09:16:40,789 semantic_segmentation INFO: Iters: 44830/150000 || Lr: 0.014530 || Task Loss: 0.7491 || KD Loss: 0.1996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:23 || Estimated Time: 2 days, 4:45:35
2023-07-25 09:16:58,803 semantic_segmentation INFO: Iters: 44840/150000 || Lr: 0.014528 || Task Loss: 0.5329 || KD Loss: 0.1729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:41 || Estimated Time: 2 days, 4:45:17
2023-07-25 09:17:17,209 semantic_segmentation INFO: Iters: 44850/150000 || Lr: 0.014527 || Task Loss: 0.7844 || KD Loss: 0.2817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:59 || Estimated Time: 2 days, 4:45:00
2023-07-25 09:17:35,460 semantic_segmentation INFO: Iters: 44860/150000 || Lr: 0.014526 || Task Loss: 0.5335 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:17 || Estimated Time: 2 days, 4:44:42
2023-07-25 09:17:53,343 semantic_segmentation INFO: Iters: 44870/150000 || Lr: 0.014525 || Task Loss: 0.7201 || KD Loss: 0.2296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:35 || Estimated Time: 2 days, 4:44:24
2023-07-25 09:18:11,667 semantic_segmentation INFO: Iters: 44880/150000 || Lr: 0.014523 || Task Loss: 0.5735 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:53 || Estimated Time: 2 days, 4:44:06
2023-07-25 09:18:29,853 semantic_segmentation INFO: Iters: 44890/150000 || Lr: 0.014522 || Task Loss: 0.5299 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:12 || Estimated Time: 2 days, 4:43:49
2023-07-25 09:18:47,990 semantic_segmentation INFO: Iters: 44900/150000 || Lr: 0.014521 || Task Loss: 0.6851 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:30 || Estimated Time: 2 days, 4:43:31
2023-07-25 09:19:06,185 semantic_segmentation INFO: Iters: 44910/150000 || Lr: 0.014520 || Task Loss: 0.9930 || KD Loss: 0.3709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:48 || Estimated Time: 2 days, 4:43:13
2023-07-25 09:19:24,083 semantic_segmentation INFO: Iters: 44920/150000 || Lr: 0.014518 || Task Loss: 0.9653 || KD Loss: 0.3388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:06 || Estimated Time: 2 days, 4:42:55
2023-07-25 09:19:42,601 semantic_segmentation INFO: Iters: 44930/150000 || Lr: 0.014517 || Task Loss: 0.8490 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:24 || Estimated Time: 2 days, 4:42:38
2023-07-25 09:20:00,814 semantic_segmentation INFO: Iters: 44940/150000 || Lr: 0.014516 || Task Loss: 0.6585 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:43 || Estimated Time: 2 days, 4:42:20
2023-07-25 09:20:19,262 semantic_segmentation INFO: Iters: 44950/150000 || Lr: 0.014515 || Task Loss: 0.8044 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:01 || Estimated Time: 2 days, 4:42:03
2023-07-25 09:20:37,666 semantic_segmentation INFO: Iters: 44960/150000 || Lr: 0.014513 || Task Loss: 0.6901 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:19 || Estimated Time: 2 days, 4:41:45
2023-07-25 09:20:56,010 semantic_segmentation INFO: Iters: 44970/150000 || Lr: 0.014512 || Task Loss: 0.6194 || KD Loss: 0.2095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:38 || Estimated Time: 2 days, 4:41:28
2023-07-25 09:21:14,314 semantic_segmentation INFO: Iters: 44980/150000 || Lr: 0.014511 || Task Loss: 0.7796 || KD Loss: 0.2473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:56 || Estimated Time: 2 days, 4:41:11
2023-07-25 09:21:32,234 semantic_segmentation INFO: Iters: 44990/150000 || Lr: 0.014510 || Task Loss: 0.6697 || KD Loss: 0.2196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:14 || Estimated Time: 2 days, 4:40:52
2023-07-25 09:21:50,146 semantic_segmentation INFO: Iters: 45000/150000 || Lr: 0.014508 || Task Loss: 0.5363 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:32 || Estimated Time: 2 days, 4:40:34
2023-07-25 09:22:08,776 semantic_segmentation INFO: Iters: 45010/150000 || Lr: 0.014507 || Task Loss: 1.0999 || KD Loss: 0.4794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:51 || Estimated Time: 2 days, 4:40:17
2023-07-25 09:22:26,590 semantic_segmentation INFO: Iters: 45020/150000 || Lr: 0.014506 || Task Loss: 0.5282 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:08 || Estimated Time: 2 days, 4:39:58
2023-07-25 09:22:44,680 semantic_segmentation INFO: Iters: 45030/150000 || Lr: 0.014505 || Task Loss: 0.9211 || KD Loss: 0.2801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:26 || Estimated Time: 2 days, 4:39:40
2023-07-25 09:23:02,991 semantic_segmentation INFO: Iters: 45040/150000 || Lr: 0.014504 || Task Loss: 0.6434 || KD Loss: 0.2294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:45 || Estimated Time: 2 days, 4:39:23
2023-07-25 09:23:21,382 semantic_segmentation INFO: Iters: 45050/150000 || Lr: 0.014502 || Task Loss: 0.6455 || KD Loss: 0.1981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:03 || Estimated Time: 2 days, 4:39:06
2023-07-25 09:23:39,212 semantic_segmentation INFO: Iters: 45060/150000 || Lr: 0.014501 || Task Loss: 0.7802 || KD Loss: 0.3148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:21 || Estimated Time: 2 days, 4:38:47
2023-07-25 09:23:57,341 semantic_segmentation INFO: Iters: 45070/150000 || Lr: 0.014500 || Task Loss: 0.5753 || KD Loss: 0.1920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:39 || Estimated Time: 2 days, 4:38:29
2023-07-25 09:24:15,498 semantic_segmentation INFO: Iters: 45080/150000 || Lr: 0.014499 || Task Loss: 0.5383 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:57 || Estimated Time: 2 days, 4:38:11
2023-07-25 09:24:33,341 semantic_segmentation INFO: Iters: 45090/150000 || Lr: 0.014497 || Task Loss: 0.7649 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:15 || Estimated Time: 2 days, 4:37:53
2023-07-25 09:24:51,634 semantic_segmentation INFO: Iters: 45100/150000 || Lr: 0.014496 || Task Loss: 0.8680 || KD Loss: 0.2034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:33 || Estimated Time: 2 days, 4:37:35
2023-07-25 09:25:10,318 semantic_segmentation INFO: Iters: 45110/150000 || Lr: 0.014495 || Task Loss: 0.5750 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:52 || Estimated Time: 2 days, 4:37:19
2023-07-25 09:25:28,296 semantic_segmentation INFO: Iters: 45120/150000 || Lr: 0.014494 || Task Loss: 0.9127 || KD Loss: 0.3207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:10 || Estimated Time: 2 days, 4:37:00
2023-07-25 09:25:46,368 semantic_segmentation INFO: Iters: 45130/150000 || Lr: 0.014492 || Task Loss: 0.5217 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:28 || Estimated Time: 2 days, 4:36:42
2023-07-25 09:26:04,419 semantic_segmentation INFO: Iters: 45140/150000 || Lr: 0.014491 || Task Loss: 0.7894 || KD Loss: 0.2545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:46 || Estimated Time: 2 days, 4:36:24
2023-07-25 09:26:22,377 semantic_segmentation INFO: Iters: 45150/150000 || Lr: 0.014490 || Task Loss: 0.8003 || KD Loss: 0.2314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:04 || Estimated Time: 2 days, 4:36:06
2023-07-25 09:26:41,081 semantic_segmentation INFO: Iters: 45160/150000 || Lr: 0.014489 || Task Loss: 1.2501 || KD Loss: 0.5731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:23 || Estimated Time: 2 days, 4:35:49
2023-07-25 09:26:59,072 semantic_segmentation INFO: Iters: 45170/150000 || Lr: 0.014487 || Task Loss: 0.7250 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:41 || Estimated Time: 2 days, 4:35:31
2023-07-25 09:27:17,533 semantic_segmentation INFO: Iters: 45180/150000 || Lr: 0.014486 || Task Loss: 0.5588 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:59 || Estimated Time: 2 days, 4:35:14
2023-07-25 09:27:35,723 semantic_segmentation INFO: Iters: 45190/150000 || Lr: 0.014485 || Task Loss: 0.7129 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:18 || Estimated Time: 2 days, 4:34:56
2023-07-25 09:27:53,959 semantic_segmentation INFO: Iters: 45200/150000 || Lr: 0.014484 || Task Loss: 0.5885 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:36 || Estimated Time: 2 days, 4:34:39
2023-07-25 09:28:11,725 semantic_segmentation INFO: Iters: 45210/150000 || Lr: 0.014482 || Task Loss: 0.8703 || KD Loss: 0.3168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:54 || Estimated Time: 2 days, 4:34:20
2023-07-25 09:28:29,956 semantic_segmentation INFO: Iters: 45220/150000 || Lr: 0.014481 || Task Loss: 0.7612 || KD Loss: 0.1768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:12 || Estimated Time: 2 days, 4:34:02
2023-07-25 09:28:48,352 semantic_segmentation INFO: Iters: 45230/150000 || Lr: 0.014480 || Task Loss: 0.7578 || KD Loss: 0.1857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2513|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:30 || Estimated Time: 2 days, 4:33:45
2023-07-25 09:29:06,204 semantic_segmentation INFO: Iters: 45240/150000 || Lr: 0.014479 || Task Loss: 0.5472 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:48 || Estimated Time: 2 days, 4:33:26
2023-07-25 09:29:24,711 semantic_segmentation INFO: Iters: 45250/150000 || Lr: 0.014477 || Task Loss: 0.7737 || KD Loss: 0.3326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:06 || Estimated Time: 2 days, 4:33:09
2023-07-25 09:29:42,588 semantic_segmentation INFO: Iters: 45260/150000 || Lr: 0.014476 || Task Loss: 0.8448 || KD Loss: 0.3516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:24 || Estimated Time: 2 days, 4:32:51
2023-07-25 09:30:01,300 semantic_segmentation INFO: Iters: 45270/150000 || Lr: 0.014475 || Task Loss: 0.7752 || KD Loss: 0.2510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:43 || Estimated Time: 2 days, 4:32:34
2023-07-25 09:30:19,162 semantic_segmentation INFO: Iters: 45280/150000 || Lr: 0.014474 || Task Loss: 0.6277 || KD Loss: 0.2008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:01 || Estimated Time: 2 days, 4:32:16
2023-07-25 09:30:37,860 semantic_segmentation INFO: Iters: 45290/150000 || Lr: 0.014472 || Task Loss: 0.8224 || KD Loss: 0.3067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:20 || Estimated Time: 2 days, 4:31:59
2023-07-25 09:30:55,734 semantic_segmentation INFO: Iters: 45300/150000 || Lr: 0.014471 || Task Loss: 0.5519 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:38 || Estimated Time: 2 days, 4:31:41
2023-07-25 09:31:14,363 semantic_segmentation INFO: Iters: 45310/150000 || Lr: 0.014470 || Task Loss: 0.6109 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:56 || Estimated Time: 2 days, 4:31:24
2023-07-25 09:31:32,484 semantic_segmentation INFO: Iters: 45320/150000 || Lr: 0.014469 || Task Loss: 0.5425 || KD Loss: 0.1870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:14 || Estimated Time: 2 days, 4:31:06
2023-07-25 09:31:50,379 semantic_segmentation INFO: Iters: 45330/150000 || Lr: 0.014467 || Task Loss: 0.8601 || KD Loss: 0.3560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:32 || Estimated Time: 2 days, 4:30:48
2023-07-25 09:32:08,673 semantic_segmentation INFO: Iters: 45340/150000 || Lr: 0.014466 || Task Loss: 0.6805 || KD Loss: 0.2281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:50 || Estimated Time: 2 days, 4:30:30
2023-07-25 09:32:27,101 semantic_segmentation INFO: Iters: 45350/150000 || Lr: 0.014465 || Task Loss: 0.8391 || KD Loss: 0.2716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:09 || Estimated Time: 2 days, 4:30:13
2023-07-25 09:32:45,714 semantic_segmentation INFO: Iters: 45360/150000 || Lr: 0.014464 || Task Loss: 0.6078 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:27 || Estimated Time: 2 days, 4:29:56
2023-07-25 09:33:03,823 semantic_segmentation INFO: Iters: 45370/150000 || Lr: 0.014462 || Task Loss: 0.6579 || KD Loss: 0.2026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:46 || Estimated Time: 2 days, 4:29:38
2023-07-25 09:33:22,049 semantic_segmentation INFO: Iters: 45380/150000 || Lr: 0.014461 || Task Loss: 0.5941 || KD Loss: 0.1979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:04 || Estimated Time: 2 days, 4:29:20
2023-07-25 09:33:39,899 semantic_segmentation INFO: Iters: 45390/150000 || Lr: 0.014460 || Task Loss: 0.5427 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:22 || Estimated Time: 2 days, 4:29:02
2023-07-25 09:33:58,047 semantic_segmentation INFO: Iters: 45400/150000 || Lr: 0.014459 || Task Loss: 0.5113 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:40 || Estimated Time: 2 days, 4:28:44
2023-07-25 09:34:15,943 semantic_segmentation INFO: Iters: 45410/150000 || Lr: 0.014457 || Task Loss: 0.7106 || KD Loss: 0.2566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:58 || Estimated Time: 2 days, 4:28:26
2023-07-25 09:34:33,873 semantic_segmentation INFO: Iters: 45420/150000 || Lr: 0.014456 || Task Loss: 0.9969 || KD Loss: 0.3162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:16 || Estimated Time: 2 days, 4:28:07
2023-07-25 09:34:52,444 semantic_segmentation INFO: Iters: 45430/150000 || Lr: 0.014455 || Task Loss: 0.4464 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:34 || Estimated Time: 2 days, 4:27:50
2023-07-25 09:35:10,615 semantic_segmentation INFO: Iters: 45440/150000 || Lr: 0.014454 || Task Loss: 0.6948 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:52 || Estimated Time: 2 days, 4:27:32
2023-07-25 09:35:28,887 semantic_segmentation INFO: Iters: 45450/150000 || Lr: 0.014453 || Task Loss: 0.9022 || KD Loss: 0.3916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:11 || Estimated Time: 2 days, 4:27:15
2023-07-25 09:35:47,016 semantic_segmentation INFO: Iters: 45460/150000 || Lr: 0.014451 || Task Loss: 0.5643 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:29 || Estimated Time: 2 days, 4:26:57
2023-07-25 09:36:05,244 semantic_segmentation INFO: Iters: 45470/150000 || Lr: 0.014450 || Task Loss: 1.5202 || KD Loss: 0.6095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:47 || Estimated Time: 2 days, 4:26:39
2023-07-25 09:36:22,936 semantic_segmentation INFO: Iters: 45480/150000 || Lr: 0.014449 || Task Loss: 0.3512 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:05 || Estimated Time: 2 days, 4:26:20
2023-07-25 09:36:41,284 semantic_segmentation INFO: Iters: 45490/150000 || Lr: 0.014448 || Task Loss: 0.7427 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:23 || Estimated Time: 2 days, 4:26:03
2023-07-25 09:36:59,046 semantic_segmentation INFO: Iters: 45500/150000 || Lr: 0.014446 || Task Loss: 0.6606 || KD Loss: 0.2450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:41 || Estimated Time: 2 days, 4:25:44
2023-07-25 09:37:17,252 semantic_segmentation INFO: Iters: 45510/150000 || Lr: 0.014445 || Task Loss: 0.7008 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:59 || Estimated Time: 2 days, 4:25:27
2023-07-25 09:37:34,969 semantic_segmentation INFO: Iters: 45520/150000 || Lr: 0.014444 || Task Loss: 0.6402 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:17 || Estimated Time: 2 days, 4:25:08
2023-07-25 09:37:52,749 semantic_segmentation INFO: Iters: 45530/150000 || Lr: 0.014443 || Task Loss: 0.6958 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:35 || Estimated Time: 2 days, 4:24:49
2023-07-25 09:38:11,015 semantic_segmentation INFO: Iters: 45540/150000 || Lr: 0.014441 || Task Loss: 0.5255 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:53 || Estimated Time: 2 days, 4:24:31
2023-07-25 09:38:29,343 semantic_segmentation INFO: Iters: 45550/150000 || Lr: 0.014440 || Task Loss: 0.5309 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:11 || Estimated Time: 2 days, 4:24:14
2023-07-25 09:38:47,012 semantic_segmentation INFO: Iters: 45560/150000 || Lr: 0.014439 || Task Loss: 0.5676 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:29 || Estimated Time: 2 days, 4:23:55
2023-07-25 09:39:04,662 semantic_segmentation INFO: Iters: 45570/150000 || Lr: 0.014438 || Task Loss: 0.6113 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:46 || Estimated Time: 2 days, 4:23:36
2023-07-25 09:39:23,046 semantic_segmentation INFO: Iters: 45580/150000 || Lr: 0.014436 || Task Loss: 0.6729 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:05 || Estimated Time: 2 days, 4:23:19
2023-07-25 09:39:41,047 semantic_segmentation INFO: Iters: 45590/150000 || Lr: 0.014435 || Task Loss: 0.5606 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:23 || Estimated Time: 2 days, 4:23:00
2023-07-25 09:39:59,273 semantic_segmentation INFO: Iters: 45600/150000 || Lr: 0.014434 || Task Loss: 0.7058 || KD Loss: 0.2133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:41 || Estimated Time: 2 days, 4:22:43
2023-07-25 09:39:59,396 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 09:39:59,782 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.090
2023-07-25 09:39:59,800 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.134
2023-07-25 09:39:59,812 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.915, mIoU: 0.131
2023-07-25 09:39:59,827 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.906, mIoU: 0.124
2023-07-25 09:39:59,841 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.893, mIoU: 0.186
2023-07-25 09:39:59,854 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.907, mIoU: 0.231
2023-07-25 09:39:59,869 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.908, mIoU: 0.264
2023-07-25 09:39:59,884 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.915, mIoU: 0.271
2023-07-25 09:39:59,897 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.901, mIoU: 0.270
2023-07-25 09:39:59,912 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.305
2023-07-25 09:39:59,926 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.880, mIoU: 0.305
2023-07-25 09:39:59,942 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.889, mIoU: 0.347
2023-07-25 09:39:59,955 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.854, mIoU: 0.301
2023-07-25 09:39:59,970 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.858, mIoU: 0.301
2023-07-25 09:39:59,985 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.862, mIoU: 0.295
2023-07-25 09:39:59,998 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.867, mIoU: 0.292
2023-07-25 09:40:00,010 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.860, mIoU: 0.286
2023-07-25 09:40:00,023 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.854, mIoU: 0.281
2023-07-25 09:40:00,038 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.858, mIoU: 0.282
2023-07-25 09:40:00,055 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.863, mIoU: 0.316
2023-07-25 09:40:00,070 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.869, mIoU: 0.319
2023-07-25 09:40:00,086 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.872, mIoU: 0.321
2023-07-25 09:40:00,101 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.870, mIoU: 0.340
2023-07-25 09:40:00,117 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.868, mIoU: 0.338
2023-07-25 09:40:00,133 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.871, mIoU: 0.356
2023-07-25 09:40:00,148 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.871, mIoU: 0.366
2023-07-25 09:40:00,162 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.873, mIoU: 0.368
2023-07-25 09:40:00,174 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.876, mIoU: 0.368
2023-07-25 09:40:00,189 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.873, mIoU: 0.363
2023-07-25 09:40:00,204 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.877, mIoU: 0.363
2023-07-25 09:40:00,219 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.880, mIoU: 0.364
2023-07-25 09:40:00,235 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.883, mIoU: 0.364
2023-07-25 09:40:00,251 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.883, mIoU: 0.364
2023-07-25 09:40:00,266 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.880, mIoU: 0.359
2023-07-25 09:40:00,281 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.879, mIoU: 0.397
2023-07-25 09:40:00,297 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.880, mIoU: 0.398
2023-07-25 09:40:00,310 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.882, mIoU: 0.396
2023-07-25 09:40:00,323 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.885, mIoU: 0.427
2023-07-25 09:40:00,340 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.887, mIoU: 0.440
2023-07-25 09:40:00,353 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.438
2023-07-25 09:40:00,367 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.882, mIoU: 0.453
2023-07-25 09:40:00,382 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.885, mIoU: 0.453
2023-07-25 09:40:00,398 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.878, mIoU: 0.448
2023-07-25 09:40:00,412 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.879, mIoU: 0.448
2023-07-25 09:40:00,429 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.879, mIoU: 0.449
2023-07-25 09:40:00,446 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.880, mIoU: 0.452
2023-07-25 09:40:00,460 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.882, mIoU: 0.460
2023-07-25 09:40:00,474 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.883, mIoU: 0.460
2023-07-25 09:40:00,490 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.884, mIoU: 0.457
2023-07-25 09:40:00,507 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.883, mIoU: 0.456
2023-07-25 09:40:00,524 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.882, mIoU: 0.452
2023-07-25 09:40:00,541 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.885, mIoU: 0.452
2023-07-25 09:40:00,555 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.886, mIoU: 0.449
2023-07-25 09:40:00,572 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.886, mIoU: 0.446
2023-07-25 09:40:00,588 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.887, mIoU: 0.450
2023-07-25 09:40:00,602 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.886, mIoU: 0.448
2023-07-25 09:40:00,618 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-25 09:40:00,636 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.444
2023-07-25 09:40:00,649 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.889, mIoU: 0.445
2023-07-25 09:40:00,665 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.882, mIoU: 0.476
2023-07-25 09:40:00,679 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.471
2023-07-25 09:40:00,695 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.882, mIoU: 0.470
2023-07-25 09:40:00,708 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.884, mIoU: 0.470
2023-07-25 09:40:00,726 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.878, mIoU: 0.461
2023-07-25 09:40:00,740 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.880, mIoU: 0.470
2023-07-25 09:40:00,755 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.881, mIoU: 0.469
2023-07-25 09:40:00,771 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.882, mIoU: 0.470
2023-07-25 09:40:00,784 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 09:40:00,801 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.884, mIoU: 0.504
2023-07-25 09:40:00,817 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.881, mIoU: 0.504
2023-07-25 09:40:00,834 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 09:40:00,849 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 09:40:00,865 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 09:40:00,882 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 09:40:00,898 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 09:40:00,914 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-25 09:40:00,930 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:40:00,940 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 09:40:00,957 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 09:40:00,974 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 09:40:00,989 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 09:40:01,005 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 09:40:01,022 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 09:40:01,038 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 09:40:01,055 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.873, mIoU: 0.500
2023-07-25 09:40:01,071 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-25 09:40:01,087 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 09:40:01,103 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 09:40:01,119 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 09:40:01,133 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 09:40:01,149 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.873, mIoU: 0.494
2023-07-25 09:40:01,165 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 09:40:01,181 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 09:40:01,197 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-25 09:40:01,213 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.868, mIoU: 0.492
2023-07-25 09:40:01,228 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.868, mIoU: 0.492
2023-07-25 09:40:01,242 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-25 09:40:01,256 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.871, mIoU: 0.498
2023-07-25 09:40:01,272 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.871, mIoU: 0.498
2023-07-25 09:40:01,286 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 09:40:01,302 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.872, mIoU: 0.498
2023-07-25 09:40:01,317 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 09:40:01,331 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 09:40:01,346 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-25 09:40:01,362 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 09:40:01,375 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.874, mIoU: 0.502
2023-07-25 09:40:01,391 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.875, mIoU: 0.503
2023-07-25 09:40:01,406 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-25 09:40:01,420 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 09:40:01,434 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 09:40:01,448 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 09:40:01,462 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.875, mIoU: 0.494
2023-07-25 09:40:01,478 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.876, mIoU: 0.492
2023-07-25 09:40:01,494 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 09:40:01,511 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 09:40:01,525 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.877, mIoU: 0.494
2023-07-25 09:40:01,539 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:40:01,555 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 09:40:01,569 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 09:40:01,584 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 09:40:01,600 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.870, mIoU: 0.480
2023-07-25 09:40:01,614 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.870, mIoU: 0.480
2023-07-25 09:40:01,628 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.871, mIoU: 0.479
2023-07-25 09:40:01,645 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 09:40:01,661 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-25 09:40:01,670 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 09:40:01,682 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.873, mIoU: 0.481
2023-07-25 09:40:01,699 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.868, mIoU: 0.471
2023-07-25 09:40:01,710 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.868, mIoU: 0.472
2023-07-25 09:40:01,724 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.869, mIoU: 0.480
2023-07-25 09:40:01,740 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.870, mIoU: 0.480
2023-07-25 09:40:01,756 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 09:40:01,770 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 09:40:01,786 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.873, mIoU: 0.485
2023-07-25 09:40:01,799 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 09:40:01,813 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 09:40:01,829 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 09:40:01,843 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 09:40:01,859 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 09:40:01,874 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 09:40:01,890 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 09:40:01,907 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 09:40:01,923 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:40:01,940 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.874, mIoU: 0.488
2023-07-25 09:40:01,956 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 09:40:01,972 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 09:40:01,988 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 09:40:02,004 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 09:40:02,016 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 09:40:02,032 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 09:40:02,048 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.873, mIoU: 0.501
2023-07-25 09:40:02,062 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.872, mIoU: 0.499
2023-07-25 09:40:02,077 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 09:40:02,091 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 09:40:02,106 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.873, mIoU: 0.497
2023-07-25 09:40:02,122 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 09:40:02,137 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.872, mIoU: 0.497
2023-07-25 09:40:02,153 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 09:40:02,169 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-25 09:40:02,184 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 09:40:02,200 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.873, mIoU: 0.498
2023-07-25 09:40:02,215 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.874, mIoU: 0.498
2023-07-25 09:40:02,229 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.874, mIoU: 0.500
2023-07-25 09:40:02,245 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 09:40:02,259 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.875, mIoU: 0.499
2023-07-25 09:40:02,273 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.874, mIoU: 0.494
2023-07-25 09:40:02,286 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 09:40:02,302 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 09:40:02,318 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 09:40:02,335 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 09:40:02,351 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 09:40:02,366 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 09:40:02,382 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 09:40:02,398 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 09:40:02,415 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 09:40:02,431 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 09:40:02,445 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 09:40:02,459 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 09:40:02,474 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 09:40:02,488 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.872, mIoU: 0.487
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2023-07-25 09:40:05,533 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.874, mIoU: 0.508
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2023-07-25 09:40:05,640 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.876, mIoU: 0.510
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2023-07-25 09:40:05,701 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.876, mIoU: 0.511
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2023-07-25 09:40:05,729 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:05,745 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-25 09:40:05,759 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 09:40:05,775 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 09:40:05,792 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 09:40:05,808 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 09:40:05,822 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 09:40:05,835 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.876, mIoU: 0.511
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2023-07-25 09:40:05,866 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 09:40:05,882 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 09:40:05,898 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:40:05,914 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 09:40:05,929 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.877, mIoU: 0.510
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2023-07-25 09:40:05,974 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 09:40:05,990 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 09:40:06,003 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.877, mIoU: 0.510
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2023-07-25 09:40:06,045 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.876, mIoU: 0.509
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2023-07-25 09:40:06,072 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.876, mIoU: 0.509
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2023-07-25 09:40:06,119 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 09:40:06,133 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.877, mIoU: 0.511
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2023-07-25 09:40:06,182 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.874, mIoU: 0.509
2023-07-25 09:40:06,196 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.874, mIoU: 0.508
2023-07-25 09:40:06,213 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-25 09:40:06,226 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.874, mIoU: 0.509
2023-07-25 09:40:06,244 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 09:40:06,257 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-25 09:40:06,273 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-25 09:40:06,289 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.875, mIoU: 0.515
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2023-07-25 09:40:06,318 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.875, mIoU: 0.513
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2023-07-25 09:40:06,364 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,380 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-25 09:40:06,395 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.876, mIoU: 0.513
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2023-07-25 09:40:06,428 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,443 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-25 09:40:06,460 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-25 09:40:06,475 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-25 09:40:06,491 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,506 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,522 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,536 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:06,550 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 09:40:06,567 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 09:40:06,583 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 09:40:06,599 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 09:40:06,614 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.874, mIoU: 0.508
2023-07-25 09:40:06,628 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.874, mIoU: 0.509
2023-07-25 09:40:06,644 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.874, mIoU: 0.508
2023-07-25 09:40:06,658 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.875, mIoU: 0.509
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2023-07-25 09:40:06,683 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.874, mIoU: 0.506
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2023-07-25 09:40:06,867 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.875, mIoU: 0.509
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2023-07-25 09:40:06,959 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.876, mIoU: 0.513
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2023-07-25 09:40:07,033 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:07,048 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 09:40:07,064 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 09:40:07,079 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 09:40:07,095 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 09:40:07,105 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 09:40:07,119 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 09:40:07,134 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 09:40:07,150 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 09:40:07,163 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 09:40:07,177 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 09:40:07,191 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 09:40:07,206 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 09:40:07,222 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 09:40:07,237 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-25 09:40:07,247 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-25 09:40:07,262 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-25 09:40:07,278 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.879, mIoU: 0.522
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2023-07-25 09:40:07,307 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 09:40:07,323 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 09:40:07,337 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 09:40:07,354 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 09:40:07,367 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 09:40:07,384 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:07,400 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.880, mIoU: 0.526
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2023-07-25 09:40:07,432 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 09:40:07,447 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 09:40:07,460 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-25 09:40:07,475 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 09:40:07,491 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:07,505 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:07,520 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:07,536 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:07,553 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:07,569 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:07,583 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.880, mIoU: 0.531
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2023-07-25 09:40:07,614 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.880, mIoU: 0.532
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2023-07-25 09:40:07,646 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.880, mIoU: 0.534
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2023-07-25 09:40:07,676 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 09:40:07,692 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:07,708 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:07,722 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-25 09:40:07,738 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 09:40:07,750 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:07,766 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 09:40:07,780 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:07,792 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:07,804 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:07,820 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:07,835 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:07,851 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:07,866 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:07,876 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:07,891 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 09:40:07,907 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:07,923 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:07,938 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.881, mIoU: 0.541
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2023-07-25 09:40:07,981 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.881, mIoU: 0.541
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2023-07-25 09:40:08,028 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.882, mIoU: 0.541
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2023-07-25 09:40:08,056 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,072 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.882, mIoU: 0.541
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2023-07-25 09:40:08,303 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.882, mIoU: 0.542
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2023-07-25 09:40:08,334 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.882, mIoU: 0.542
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2023-07-25 09:40:08,363 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,378 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:08,394 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.881, mIoU: 0.541
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2023-07-25 09:40:08,499 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,512 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:08,526 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 09:40:08,542 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,558 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,574 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,589 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:08,605 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,618 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,634 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,650 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,663 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 09:40:08,679 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,694 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,709 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:08,724 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:08,740 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:08,752 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,767 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 09:40:08,782 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,798 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,814 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:08,830 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,843 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,858 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:08,875 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,890 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,904 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:08,920 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,936 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,952 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:08,968 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:08,984 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:09,000 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:09,016 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:09,031 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:09,046 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,060 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,076 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,091 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,107 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,120 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,136 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,150 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,165 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,181 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:09,197 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:09,213 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,229 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:09,245 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:09,260 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 09:40:09,275 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:09,290 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,306 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,326 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 09:40:09,342 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:09,358 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 09:40:09,369 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 09:40:09,384 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 09:40:09,400 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 09:40:09,414 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 09:40:09,430 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 09:40:09,444 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,458 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,475 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,492 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,508 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,524 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,538 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,553 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,566 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,581 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,597 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,613 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,629 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 09:40:09,645 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 09:40:09,661 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,675 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,691 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,706 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:09,720 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:09,734 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:09,749 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,766 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,782 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,796 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,811 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:09,827 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:09,843 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:09,857 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:09,871 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:09,880 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:09,896 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:09,912 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:09,928 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:09,944 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:09,960 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:09,975 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:09,992 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,008 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,021 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,037 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,052 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:10,067 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:10,083 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,097 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,111 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,124 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,139 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:10,153 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,167 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:10,182 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:10,197 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:10,214 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:10,228 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 09:40:10,243 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:10,257 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:10,268 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:10,284 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 09:40:10,300 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,315 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,331 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,346 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:10,362 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,375 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,391 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,407 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 09:40:10,424 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,441 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,457 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:10,474 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:10,488 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,501 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,515 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,531 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,549 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,562 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,576 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,592 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,607 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:10,623 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,639 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,654 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,668 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,684 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,697 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:10,712 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,727 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:10,742 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:10,758 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,771 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,787 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,803 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,816 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,830 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,846 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,862 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,878 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:10,894 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,906 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,920 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,935 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:10,948 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:10,964 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:10,982 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:10,996 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,012 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,025 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,041 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,057 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,071 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:11,085 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:11,101 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:11,117 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:11,131 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:11,147 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,163 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:11,178 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:11,192 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,207 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,223 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,241 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,255 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,270 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,284 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,301 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,314 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,328 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,344 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,360 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,373 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,389 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,405 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,421 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,438 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,451 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,464 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,479 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,494 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,507 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,521 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,538 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,552 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,566 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,581 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,597 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,613 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,629 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,643 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,657 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,673 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,689 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,705 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,720 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,734 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,748 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,760 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,776 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,792 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,807 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,821 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:11,833 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,846 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,862 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:11,878 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:11,892 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,908 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:11,922 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,939 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,953 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,969 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:11,982 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:11,998 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,014 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,028 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,044 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:12,060 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,076 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,092 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,108 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,124 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:12,140 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,155 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 09:40:12,171 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 09:40:12,187 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 09:40:12,201 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 09:40:12,215 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,230 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,247 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 09:40:12,262 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,281 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,297 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,309 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,324 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,341 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,357 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,370 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,386 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,401 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,415 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,429 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,445 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,460 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,474 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,486 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,504 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,520 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 09:40:12,536 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:12,550 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:12,566 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:40:12,582 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,598 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,615 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,629 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,645 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,659 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,675 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,689 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,703 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,719 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,733 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,749 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,765 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,780 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,795 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,811 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,826 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,840 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,857 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,872 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,887 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 09:40:12,903 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,913 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 09:40:12,928 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:12,941 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:12,957 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:12,973 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:12,989 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,002 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,018 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,033 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,048 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,064 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,081 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,094 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,111 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,127 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,142 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,156 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,172 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,188 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,204 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,217 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,233 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,248 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,262 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,276 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,292 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,306 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,321 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,335 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,350 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,366 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,382 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,398 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,415 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,430 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:13,444 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,458 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:40:13,474 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,488 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,501 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,517 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,532 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,547 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,563 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,577 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,590 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,606 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:13,621 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,634 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,650 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,663 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,678 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,693 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,709 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,725 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,741 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,751 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,768 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,785 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,799 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,814 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,830 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,846 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,860 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:13,875 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 09:40:13,891 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 09:40:13,908 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 09:40:13,923 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 09:40:13,938 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:13,955 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:13,971 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:13,985 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 09:40:14,000 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 09:40:14,016 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 09:40:14,030 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 09:40:14,043 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,058 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,074 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,089 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,096 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,109 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,123 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,136 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,148 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,164 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,179 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,195 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,207 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,221 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,236 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,248 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,264 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,278 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,293 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,309 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,325 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,340 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,352 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,421 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,434 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 09:40:14,450 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,465 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,481 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,494 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,505 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,516 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 09:40:14,530 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,542 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,558 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:40:14,572 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,588 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,604 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:14,621 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:14,636 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:14,652 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,668 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,684 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,701 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,716 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,730 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,745 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,761 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,774 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:14,787 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 09:40:14,803 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 09:40:14,815 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,831 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,844 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,860 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,875 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,893 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,909 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,922 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,939 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:14,955 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 09:40:14,972 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:14,988 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,002 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,016 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 09:40:15,032 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,048 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 09:40:15,063 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 09:40:15,079 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,095 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,111 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:40:15,127 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,142 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,155 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,171 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,181 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,195 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,211 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 09:40:15,223 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 09:40:15,238 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 09:40:15,253 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 09:40:15,268 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,284 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,300 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,315 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,330 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,343 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,359 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,373 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,388 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,404 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,418 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,434 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,448 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 09:40:15,463 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 09:40:15,479 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,495 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,511 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,526 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,540 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,553 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,568 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,582 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,595 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,611 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,627 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,642 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,655 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,668 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:15,684 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,700 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,715 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,728 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,742 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,757 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,773 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,789 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,805 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,820 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,836 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,850 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,866 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,882 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:15,897 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,911 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 09:40:15,927 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:15,940 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:15,956 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:15,972 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 09:40:15,988 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 09:40:16,001 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 09:40:16,017 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,032 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,049 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,063 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,078 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,093 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,108 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,124 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,140 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,155 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,168 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,184 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,200 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,214 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,229 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,242 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,251 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,267 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,282 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,296 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,312 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 09:40:16,328 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 09:40:16,341 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 09:40:16,355 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 09:40:16,371 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 09:40:16,387 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 09:40:16,402 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 09:40:16,420 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,436 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,453 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,468 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,481 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,497 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,512 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 09:40:16,527 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,540 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,553 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,569 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,585 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,601 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,616 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:16,630 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,646 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,661 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,675 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,690 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,707 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,722 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:16,737 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,751 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,767 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,782 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,798 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,813 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,827 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,843 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,856 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,870 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,883 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,899 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,914 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,929 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,945 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,956 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:16,969 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:16,986 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,002 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,015 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,031 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,047 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,063 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,077 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,091 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,107 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,120 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,136 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,149 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,162 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,177 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.885, mIoU: 0.540
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2023-07-25 09:40:17,209 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,225 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,239 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,255 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,271 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,285 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,300 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 09:40:17,317 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.885, mIoU: 0.541
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2023-07-25 09:40:17,349 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,362 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,376 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,391 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,407 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 09:40:17,421 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:17,434 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,449 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,467 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,481 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:17,491 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 09:40:17,507 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,522 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,538 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:40:17,553 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:17,566 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 09:40:17,581 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 09:40:17,596 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,610 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:17,626 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:17,642 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,658 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,675 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,691 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,707 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,722 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:17,738 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,752 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:17,767 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 09:40:17,783 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 09:40:17,799 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,813 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,828 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,840 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,856 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,872 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,887 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,901 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,916 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,933 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:17,948 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,960 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:17,975 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:17,991 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:18,002 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:18,018 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:18,034 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 09:40:18,050 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:18,064 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:18,077 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 09:40:18,093 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-25 09:40:18,107 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,123 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-25 09:40:18,136 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,152 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,165 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,179 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,195 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,210 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,226 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,242 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,259 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,273 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,290 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,305 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,321 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 09:40:18,337 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 09:40:18,351 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 09:40:18,365 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,383 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,399 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,415 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,429 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,443 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,459 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,474 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,488 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,501 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,517 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:18,532 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,548 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,563 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,578 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,594 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,608 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,623 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,638 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,652 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,668 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,683 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,699 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,715 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:18,730 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,746 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:18,761 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:18,776 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:18,791 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:18,807 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:18,823 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:18,838 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:18,854 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:18,870 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:18,883 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:18,897 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:18,913 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,929 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,943 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,958 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,974 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:18,989 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,005 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,020 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:19,036 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,051 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,065 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,078 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:19,092 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,106 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,119 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,134 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,150 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,163 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,176 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,192 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,203 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,218 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,234 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,250 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:19,266 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 09:40:19,282 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 09:40:19,296 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,312 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:19,328 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:19,342 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:19,358 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,374 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,390 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,404 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,420 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,436 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:19,451 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:19,467 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 09:40:19,481 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,496 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,512 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,528 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,543 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,557 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,573 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,588 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,604 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,620 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,636 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,651 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,667 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,678 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,692 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,705 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:19,719 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,736 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,751 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,765 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,778 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,791 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,805 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,820 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,834 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:19,849 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:19,866 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:19,880 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:19,896 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:19,912 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:19,927 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:19,943 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.881, mIoU: 0.532
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2023-07-25 09:40:19,972 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:19,988 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,000 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.882, mIoU: 0.532
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2023-07-25 09:40:20,078 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,091 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.882, mIoU: 0.531
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2023-07-25 09:40:20,121 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,136 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,149 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,163 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,178 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,193 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,208 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,222 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,237 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,254 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,271 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,287 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 09:40:20,303 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,312 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,328 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,341 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,356 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,372 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,389 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 09:40:20,404 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,421 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 09:40:20,438 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 09:40:20,454 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,470 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,484 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,499 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,516 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,531 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,547 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,562 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,579 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,592 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 09:40:20,607 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,622 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,637 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,650 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,664 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,680 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,696 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,712 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,728 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,743 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 09:40:20,759 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,775 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,788 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:20,804 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,818 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,834 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,850 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,866 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,881 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,895 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,910 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,926 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,941 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,957 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:20,972 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:20,987 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,003 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,016 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,031 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,044 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,060 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,075 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,090 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,106 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,121 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 09:40:21,135 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,145 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,161 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,174 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,189 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,205 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,220 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,235 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,247 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,256 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,273 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,289 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,304 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,317 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,333 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,348 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,362 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,377 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,392 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,407 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,422 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 09:40:21,435 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,450 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,464 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,479 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,493 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,508 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,524 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,539 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 09:40:21,556 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:21,569 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:21,584 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:21,599 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 09:40:21,616 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 09:40:39,544 semantic_segmentation INFO: Iters: 45610/150000 || Lr: 0.014433 || Task Loss: 0.6475 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:53:21 || Estimated Time: 2 days, 4:23:16
2023-07-25 09:40:56,961 semantic_segmentation INFO: Iters: 45620/150000 || Lr: 0.014431 || Task Loss: 0.4303 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:53:39 || Estimated Time: 2 days, 4:22:56
2023-07-25 09:41:14,917 semantic_segmentation INFO: Iters: 45630/150000 || Lr: 0.014430 || Task Loss: 0.9667 || KD Loss: 0.3195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:53:57 || Estimated Time: 2 days, 4:22:38
2023-07-25 09:41:32,714 semantic_segmentation INFO: Iters: 45640/150000 || Lr: 0.014429 || Task Loss: 0.9212 || KD Loss: 0.3719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:14 || Estimated Time: 2 days, 4:22:19
2023-07-25 09:41:50,520 semantic_segmentation INFO: Iters: 45650/150000 || Lr: 0.014428 || Task Loss: 0.5983 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:32 || Estimated Time: 2 days, 4:22:00
2023-07-25 09:42:08,332 semantic_segmentation INFO: Iters: 45660/150000 || Lr: 0.014426 || Task Loss: 0.6100 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:50 || Estimated Time: 2 days, 4:21:42
2023-07-25 09:42:26,392 semantic_segmentation INFO: Iters: 45670/150000 || Lr: 0.014425 || Task Loss: 0.8699 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:08 || Estimated Time: 2 days, 4:21:24
2023-07-25 09:42:44,461 semantic_segmentation INFO: Iters: 45680/150000 || Lr: 0.014424 || Task Loss: 0.4522 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:26 || Estimated Time: 2 days, 4:21:06
2023-07-25 09:43:02,402 semantic_segmentation INFO: Iters: 45690/150000 || Lr: 0.014423 || Task Loss: 1.0888 || KD Loss: 0.4042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:44 || Estimated Time: 2 days, 4:20:47
2023-07-25 09:43:20,093 semantic_segmentation INFO: Iters: 45700/150000 || Lr: 0.014421 || Task Loss: 0.5201 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:02 || Estimated Time: 2 days, 4:20:28
2023-07-25 09:43:38,062 semantic_segmentation INFO: Iters: 45710/150000 || Lr: 0.014420 || Task Loss: 0.7776 || KD Loss: 0.3203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:20 || Estimated Time: 2 days, 4:20:10
2023-07-25 09:43:55,977 semantic_segmentation INFO: Iters: 45720/150000 || Lr: 0.014419 || Task Loss: 0.6521 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:38 || Estimated Time: 2 days, 4:19:52
2023-07-25 09:44:13,551 semantic_segmentation INFO: Iters: 45730/150000 || Lr: 0.014418 || Task Loss: 0.5603 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:55 || Estimated Time: 2 days, 4:19:32
2023-07-25 09:44:31,381 semantic_segmentation INFO: Iters: 45740/150000 || Lr: 0.014416 || Task Loss: 0.5827 || KD Loss: 0.1819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:13 || Estimated Time: 2 days, 4:19:14
2023-07-25 09:44:48,897 semantic_segmentation INFO: Iters: 45750/150000 || Lr: 0.014415 || Task Loss: 0.4522 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:31 || Estimated Time: 2 days, 4:18:54
2023-07-25 09:45:07,187 semantic_segmentation INFO: Iters: 45760/150000 || Lr: 0.014414 || Task Loss: 0.8931 || KD Loss: 0.2248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:49 || Estimated Time: 2 days, 4:18:37
2023-07-25 09:45:24,728 semantic_segmentation INFO: Iters: 45770/150000 || Lr: 0.014413 || Task Loss: 0.5895 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:07 || Estimated Time: 2 days, 4:18:18
2023-07-25 09:45:42,137 semantic_segmentation INFO: Iters: 45780/150000 || Lr: 0.014411 || Task Loss: 0.5348 || KD Loss: 0.1776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:24 || Estimated Time: 2 days, 4:17:58
2023-07-25 09:45:59,716 semantic_segmentation INFO: Iters: 45790/150000 || Lr: 0.014410 || Task Loss: 0.5047 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:41 || Estimated Time: 2 days, 4:17:39
2023-07-25 09:46:17,896 semantic_segmentation INFO: Iters: 45800/150000 || Lr: 0.014409 || Task Loss: 0.8886 || KD Loss: 0.2513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:00 || Estimated Time: 2 days, 4:17:21
2023-07-25 09:46:35,385 semantic_segmentation INFO: Iters: 45810/150000 || Lr: 0.014408 || Task Loss: 0.6932 || KD Loss: 0.2138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:17 || Estimated Time: 2 days, 4:17:02
2023-07-25 09:46:54,125 semantic_segmentation INFO: Iters: 45820/150000 || Lr: 0.014406 || Task Loss: 0.5688 || KD Loss: 0.1501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:36 || Estimated Time: 2 days, 4:16:45
2023-07-25 09:47:11,943 semantic_segmentation INFO: Iters: 45830/150000 || Lr: 0.014405 || Task Loss: 0.6185 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:54 || Estimated Time: 2 days, 4:16:27
2023-07-25 09:47:29,373 semantic_segmentation INFO: Iters: 45840/150000 || Lr: 0.014404 || Task Loss: 0.5925 || KD Loss: 0.2246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:00:11 || Estimated Time: 2 days, 4:16:07
2023-07-25 09:47:47,269 semantic_segmentation INFO: Iters: 45850/150000 || Lr: 0.014403 || Task Loss: 0.5493 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:00:29 || Estimated Time: 2 days, 4:15:49
2023-07-25 09:48:05,346 semantic_segmentation INFO: Iters: 45860/150000 || Lr: 0.014401 || Task Loss: 0.7419 || KD Loss: 0.2588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:00:47 || Estimated Time: 2 days, 4:15:31
2023-07-25 09:48:23,000 semantic_segmentation INFO: Iters: 45870/150000 || Lr: 0.014400 || Task Loss: 0.7089 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:05 || Estimated Time: 2 days, 4:15:12
2023-07-25 09:48:40,528 semantic_segmentation INFO: Iters: 45880/150000 || Lr: 0.014399 || Task Loss: 0.8145 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:22 || Estimated Time: 2 days, 4:14:52
2023-07-25 09:48:58,684 semantic_segmentation INFO: Iters: 45890/150000 || Lr: 0.014398 || Task Loss: 0.4800 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:40 || Estimated Time: 2 days, 4:14:34
2023-07-25 09:49:16,375 semantic_segmentation INFO: Iters: 45900/150000 || Lr: 0.014397 || Task Loss: 0.5858 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:58 || Estimated Time: 2 days, 4:14:16
2023-07-25 09:49:34,305 semantic_segmentation INFO: Iters: 45910/150000 || Lr: 0.014395 || Task Loss: 0.7115 || KD Loss: 0.2132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:16 || Estimated Time: 2 days, 4:13:57
2023-07-25 09:49:52,022 semantic_segmentation INFO: Iters: 45920/150000 || Lr: 0.014394 || Task Loss: 0.7396 || KD Loss: 0.2175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:34 || Estimated Time: 2 days, 4:13:38
2023-07-25 09:50:10,612 semantic_segmentation INFO: Iters: 45930/150000 || Lr: 0.014393 || Task Loss: 0.9216 || KD Loss: 0.4046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:52 || Estimated Time: 2 days, 4:13:22
2023-07-25 09:50:28,238 semantic_segmentation INFO: Iters: 45940/150000 || Lr: 0.014392 || Task Loss: 0.6317 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:10 || Estimated Time: 2 days, 4:13:02
2023-07-25 09:50:45,675 semantic_segmentation INFO: Iters: 45950/150000 || Lr: 0.014390 || Task Loss: 0.6535 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:27 || Estimated Time: 2 days, 4:12:43
2023-07-25 09:51:03,524 semantic_segmentation INFO: Iters: 45960/150000 || Lr: 0.014389 || Task Loss: 0.5718 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:45 || Estimated Time: 2 days, 4:12:24
2023-07-25 09:51:21,567 semantic_segmentation INFO: Iters: 45970/150000 || Lr: 0.014388 || Task Loss: 0.4227 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:03 || Estimated Time: 2 days, 4:12:06
2023-07-25 09:51:39,380 semantic_segmentation INFO: Iters: 45980/150000 || Lr: 0.014387 || Task Loss: 0.7655 || KD Loss: 0.2924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:21 || Estimated Time: 2 days, 4:11:48
2023-07-25 09:51:56,802 semantic_segmentation INFO: Iters: 45990/150000 || Lr: 0.014385 || Task Loss: 0.5397 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:39 || Estimated Time: 2 days, 4:11:28
2023-07-25 09:52:14,213 semantic_segmentation INFO: Iters: 46000/150000 || Lr: 0.014384 || Task Loss: 0.5733 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:56 || Estimated Time: 2 days, 4:11:09
2023-07-25 09:52:31,763 semantic_segmentation INFO: Iters: 46010/150000 || Lr: 0.014383 || Task Loss: 0.5656 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:14 || Estimated Time: 2 days, 4:10:49
2023-07-25 09:52:49,395 semantic_segmentation INFO: Iters: 46020/150000 || Lr: 0.014382 || Task Loss: 0.8380 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:31 || Estimated Time: 2 days, 4:10:30
2023-07-25 09:53:07,255 semantic_segmentation INFO: Iters: 46030/150000 || Lr: 0.014380 || Task Loss: 0.7659 || KD Loss: 0.3190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:49 || Estimated Time: 2 days, 4:10:12
2023-07-25 09:53:24,693 semantic_segmentation INFO: Iters: 46040/150000 || Lr: 0.014379 || Task Loss: 0.5349 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:06 || Estimated Time: 2 days, 4:09:52
2023-07-25 09:53:42,380 semantic_segmentation INFO: Iters: 46050/150000 || Lr: 0.014378 || Task Loss: 0.6070 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:24 || Estimated Time: 2 days, 4:09:33
2023-07-25 09:53:59,936 semantic_segmentation INFO: Iters: 46060/150000 || Lr: 0.014377 || Task Loss: 0.6887 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:42 || Estimated Time: 2 days, 4:09:14
2023-07-25 09:54:18,286 semantic_segmentation INFO: Iters: 46070/150000 || Lr: 0.014375 || Task Loss: 0.5946 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:00 || Estimated Time: 2 days, 4:08:57
2023-07-25 09:54:35,724 semantic_segmentation INFO: Iters: 46080/150000 || Lr: 0.014374 || Task Loss: 0.4659 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:18 || Estimated Time: 2 days, 4:08:37
2023-07-25 09:54:53,543 semantic_segmentation INFO: Iters: 46090/150000 || Lr: 0.014373 || Task Loss: 0.5347 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:35 || Estimated Time: 2 days, 4:08:19
2023-07-25 09:55:10,944 semantic_segmentation INFO: Iters: 46100/150000 || Lr: 0.014372 || Task Loss: 0.5780 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2432|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:53 || Estimated Time: 2 days, 4:07:59
2023-07-25 09:55:28,360 semantic_segmentation INFO: Iters: 46110/150000 || Lr: 0.014370 || Task Loss: 0.8917 || KD Loss: 0.2919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:10 || Estimated Time: 2 days, 4:07:40
2023-07-25 09:55:45,766 semantic_segmentation INFO: Iters: 46120/150000 || Lr: 0.014369 || Task Loss: 0.5425 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:28 || Estimated Time: 2 days, 4:07:20
2023-07-25 09:56:03,487 semantic_segmentation INFO: Iters: 46130/150000 || Lr: 0.014368 || Task Loss: 0.6458 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:45 || Estimated Time: 2 days, 4:07:01
2023-07-25 09:56:20,896 semantic_segmentation INFO: Iters: 46140/150000 || Lr: 0.014367 || Task Loss: 0.7402 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:03 || Estimated Time: 2 days, 4:06:42
2023-07-25 09:56:38,800 semantic_segmentation INFO: Iters: 46150/150000 || Lr: 0.014365 || Task Loss: 0.3672 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:21 || Estimated Time: 2 days, 4:06:23
2023-07-25 09:56:56,242 semantic_segmentation INFO: Iters: 46160/150000 || Lr: 0.014364 || Task Loss: 0.4206 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:38 || Estimated Time: 2 days, 4:06:04
2023-07-25 09:57:14,469 semantic_segmentation INFO: Iters: 46170/150000 || Lr: 0.014363 || Task Loss: 0.5426 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:56 || Estimated Time: 2 days, 4:05:46
2023-07-25 09:57:31,939 semantic_segmentation INFO: Iters: 46180/150000 || Lr: 0.014362 || Task Loss: 0.5442 || KD Loss: 0.1637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:14 || Estimated Time: 2 days, 4:05:27
2023-07-25 09:57:49,259 semantic_segmentation INFO: Iters: 46190/150000 || Lr: 0.014360 || Task Loss: 0.8559 || KD Loss: 0.3913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:31 || Estimated Time: 2 days, 4:05:07
2023-07-25 09:58:07,260 semantic_segmentation INFO: Iters: 46200/150000 || Lr: 0.014359 || Task Loss: 0.7104 || KD Loss: 0.2462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:49 || Estimated Time: 2 days, 4:04:49
2023-07-25 09:58:24,683 semantic_segmentation INFO: Iters: 46210/150000 || Lr: 0.014358 || Task Loss: 0.7451 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:06 || Estimated Time: 2 days, 4:04:29
2023-07-25 09:58:42,094 semantic_segmentation INFO: Iters: 46220/150000 || Lr: 0.014357 || Task Loss: 0.9375 || KD Loss: 0.3328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:24 || Estimated Time: 2 days, 4:04:10
2023-07-25 09:58:59,499 semantic_segmentation INFO: Iters: 46230/150000 || Lr: 0.014355 || Task Loss: 0.6656 || KD Loss: 0.2253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:41 || Estimated Time: 2 days, 4:03:50
2023-07-25 09:59:17,103 semantic_segmentation INFO: Iters: 46240/150000 || Lr: 0.014354 || Task Loss: 0.6829 || KD Loss: 0.1989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:59 || Estimated Time: 2 days, 4:03:31
2023-07-25 09:59:34,427 semantic_segmentation INFO: Iters: 46250/150000 || Lr: 0.014353 || Task Loss: 0.7160 || KD Loss: 0.2147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:16 || Estimated Time: 2 days, 4:03:11
2023-07-25 09:59:52,271 semantic_segmentation INFO: Iters: 46260/150000 || Lr: 0.014352 || Task Loss: 0.7109 || KD Loss: 0.3161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:34 || Estimated Time: 2 days, 4:02:53
2023-07-25 10:00:09,747 semantic_segmentation INFO: Iters: 46270/150000 || Lr: 0.014350 || Task Loss: 0.5747 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:52 || Estimated Time: 2 days, 4:02:33
2023-07-25 10:00:27,147 semantic_segmentation INFO: Iters: 46280/150000 || Lr: 0.014349 || Task Loss: 0.8958 || KD Loss: 0.3228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:09 || Estimated Time: 2 days, 4:02:14
2023-07-25 10:00:44,556 semantic_segmentation INFO: Iters: 46290/150000 || Lr: 0.014348 || Task Loss: 1.0378 || KD Loss: 0.3942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:26 || Estimated Time: 2 days, 4:01:54
2023-07-25 10:01:01,966 semantic_segmentation INFO: Iters: 46300/150000 || Lr: 0.014347 || Task Loss: 0.6834 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:44 || Estimated Time: 2 days, 4:01:35
2023-07-25 10:01:19,371 semantic_segmentation INFO: Iters: 46310/150000 || Lr: 0.014345 || Task Loss: 0.5616 || KD Loss: 0.1998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:01 || Estimated Time: 2 days, 4:01:15
2023-07-25 10:01:36,782 semantic_segmentation INFO: Iters: 46320/150000 || Lr: 0.014344 || Task Loss: 0.4880 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:19 || Estimated Time: 2 days, 4:00:56
2023-07-25 10:01:54,193 semantic_segmentation INFO: Iters: 46330/150000 || Lr: 0.014343 || Task Loss: 0.7131 || KD Loss: 0.2291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:36 || Estimated Time: 2 days, 4:00:36
2023-07-25 10:02:11,641 semantic_segmentation INFO: Iters: 46340/150000 || Lr: 0.014342 || Task Loss: 0.5915 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:53 || Estimated Time: 2 days, 4:00:17
2023-07-25 10:02:29,324 semantic_segmentation INFO: Iters: 46350/150000 || Lr: 0.014340 || Task Loss: 0.5145 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:11 || Estimated Time: 2 days, 3:59:58
2023-07-25 10:02:46,734 semantic_segmentation INFO: Iters: 46360/150000 || Lr: 0.014339 || Task Loss: 0.9022 || KD Loss: 0.2834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:29 || Estimated Time: 2 days, 3:59:38
2023-07-25 10:03:04,346 semantic_segmentation INFO: Iters: 46370/150000 || Lr: 0.014338 || Task Loss: 0.6357 || KD Loss: 0.2163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2504|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:46 || Estimated Time: 2 days, 3:59:20
2023-07-25 10:03:21,753 semantic_segmentation INFO: Iters: 46380/150000 || Lr: 0.014337 || Task Loss: 0.5821 || KD Loss: 0.1846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:04 || Estimated Time: 2 days, 3:59:00
2023-07-25 10:03:39,152 semantic_segmentation INFO: Iters: 46390/150000 || Lr: 0.014336 || Task Loss: 0.6219 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:21 || Estimated Time: 2 days, 3:58:40
2023-07-25 10:03:56,570 semantic_segmentation INFO: Iters: 46400/150000 || Lr: 0.014334 || Task Loss: 0.5290 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:38 || Estimated Time: 2 days, 3:58:21
2023-07-25 10:03:56,699 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:03:57,089 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-25 10:03:57,115 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.127
2023-07-25 10:03:57,127 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.147
2023-07-25 10:03:57,142 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.144
2023-07-25 10:03:57,155 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.891, mIoU: 0.192
2023-07-25 10:03:57,168 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.906, mIoU: 0.238
2023-07-25 10:03:57,182 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.910, mIoU: 0.277
2023-07-25 10:03:57,196 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.919, mIoU: 0.293
2023-07-25 10:03:57,209 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.908, mIoU: 0.281
2023-07-25 10:03:57,223 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.902, mIoU: 0.300
2023-07-25 10:03:57,237 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.890, mIoU: 0.322
2023-07-25 10:03:57,253 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.898, mIoU: 0.352
2023-07-25 10:03:57,265 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.862, mIoU: 0.325
2023-07-25 10:03:57,280 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.866, mIoU: 0.323
2023-07-25 10:03:57,295 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.862, mIoU: 0.312
2023-07-25 10:03:57,307 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.868, mIoU: 0.309
2023-07-25 10:03:57,318 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.863, mIoU: 0.306
2023-07-25 10:03:57,331 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.858, mIoU: 0.301
2023-07-25 10:03:57,346 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.861, mIoU: 0.302
2023-07-25 10:03:57,362 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.866, mIoU: 0.344
2023-07-25 10:03:57,377 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.872, mIoU: 0.343
2023-07-25 10:03:57,392 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.875, mIoU: 0.354
2023-07-25 10:03:57,407 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.381
2023-07-25 10:03:57,423 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.869, mIoU: 0.388
2023-07-25 10:03:57,439 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.870, mIoU: 0.403
2023-07-25 10:03:57,453 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.871, mIoU: 0.412
2023-07-25 10:03:57,469 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.872, mIoU: 0.410
2023-07-25 10:03:57,481 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.410
2023-07-25 10:03:57,497 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.871, mIoU: 0.401
2023-07-25 10:03:57,512 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.876, mIoU: 0.401
2023-07-25 10:03:57,527 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.879, mIoU: 0.401
2023-07-25 10:03:57,543 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.882, mIoU: 0.402
2023-07-25 10:03:57,558 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.885, mIoU: 0.406
2023-07-25 10:03:57,574 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.887, mIoU: 0.404
2023-07-25 10:03:57,589 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.884, mIoU: 0.436
2023-07-25 10:03:57,604 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.886, mIoU: 0.437
2023-07-25 10:03:57,618 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.888, mIoU: 0.435
2023-07-25 10:03:57,631 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.891, mIoU: 0.458
2023-07-25 10:03:57,648 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.888, mIoU: 0.454
2023-07-25 10:03:57,661 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.454
2023-07-25 10:03:57,675 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.885, mIoU: 0.467
2023-07-25 10:03:57,691 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.887, mIoU: 0.467
2023-07-25 10:03:57,707 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.885, mIoU: 0.470
2023-07-25 10:03:57,721 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.885, mIoU: 0.469
2023-07-25 10:03:57,737 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.885, mIoU: 0.472
2023-07-25 10:03:57,753 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.886, mIoU: 0.474
2023-07-25 10:03:57,767 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.888, mIoU: 0.479
2023-07-25 10:03:57,780 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.887, mIoU: 0.479
2023-07-25 10:03:57,795 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.888, mIoU: 0.477
2023-07-25 10:03:57,812 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.887, mIoU: 0.473
2023-07-25 10:03:57,829 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.886, mIoU: 0.471
2023-07-25 10:03:57,845 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.888, mIoU: 0.471
2023-07-25 10:03:57,859 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.889, mIoU: 0.467
2023-07-25 10:03:57,876 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.888, mIoU: 0.466
2023-07-25 10:03:57,892 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.889, mIoU: 0.469
2023-07-25 10:03:57,906 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.887, mIoU: 0.465
2023-07-25 10:03:57,923 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.888, mIoU: 0.463
2023-07-25 10:03:57,941 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.890, mIoU: 0.462
2023-07-25 10:03:57,955 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.891, mIoU: 0.463
2023-07-25 10:03:57,971 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.889, mIoU: 0.479
2023-07-25 10:03:57,986 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.889, mIoU: 0.481
2023-07-25 10:03:58,002 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.889, mIoU: 0.478
2023-07-25 10:03:58,015 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.891, mIoU: 0.478
2023-07-25 10:03:58,035 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.890, mIoU: 0.485
2023-07-25 10:03:58,048 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.892, mIoU: 0.497
2023-07-25 10:03:58,064 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.892, mIoU: 0.497
2023-07-25 10:03:58,080 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.893, mIoU: 0.498
2023-07-25 10:03:58,094 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.893, mIoU: 0.519
2023-07-25 10:03:58,110 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.894, mIoU: 0.520
2023-07-25 10:03:58,126 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.891, mIoU: 0.518
2023-07-25 10:03:58,143 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 10:03:58,157 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 10:03:58,173 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.892, mIoU: 0.533
2023-07-25 10:03:58,189 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.892, mIoU: 0.532
2023-07-25 10:03:58,205 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 10:03:58,221 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.893, mIoU: 0.535
2023-07-25 10:03:58,237 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 10:03:58,247 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 10:03:58,263 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.889, mIoU: 0.536
2023-07-25 10:03:58,281 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 10:03:58,295 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 10:03:58,311 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 10:03:58,327 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 10:03:58,343 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.518
2023-07-25 10:03:58,359 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:03:58,375 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.885, mIoU: 0.513
2023-07-25 10:03:58,391 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 10:03:58,407 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.512
2023-07-25 10:03:58,423 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 10:03:58,437 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 10:03:58,453 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.883, mIoU: 0.516
2023-07-25 10:03:58,470 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 10:03:58,486 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:03:58,503 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:03:58,519 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 10:03:58,536 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:03:58,550 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:03:58,564 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:03:58,580 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:03:58,594 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 10:03:58,610 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 10:03:58,625 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.886, mIoU: 0.527
2023-07-25 10:03:58,639 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 10:03:58,654 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 10:03:58,670 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 10:03:58,684 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 10:03:58,700 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 10:03:58,716 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 10:03:58,730 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 10:03:58,745 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.886, mIoU: 0.519
2023-07-25 10:03:58,758 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 10:03:58,772 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 10:03:58,788 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 10:03:58,804 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 10:03:58,820 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 10:03:58,834 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 10:03:58,848 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 10:03:58,864 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 10:03:58,878 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 10:03:58,893 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 10:03:58,910 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 10:03:58,924 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 10:03:58,938 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.890, mIoU: 0.519
2023-07-25 10:03:58,954 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.889, mIoU: 0.517
2023-07-25 10:03:58,971 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.890, mIoU: 0.517
2023-07-25 10:03:58,980 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.889, mIoU: 0.516
2023-07-25 10:03:58,992 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.890, mIoU: 0.515
2023-07-25 10:03:59,009 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.885, mIoU: 0.503
2023-07-25 10:03:59,018 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.884, mIoU: 0.502
2023-07-25 10:03:59,032 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:03:59,048 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.885, mIoU: 0.505
2023-07-25 10:03:59,064 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.886, mIoU: 0.508
2023-07-25 10:03:59,077 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.887, mIoU: 0.509
2023-07-25 10:03:59,094 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.887, mIoU: 0.506
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2023-07-25 10:04:02,145 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.873, mIoU: 0.492
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2023-07-25 10:04:02,571 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.872, mIoU: 0.489
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2023-07-25 10:04:02,631 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.873, mIoU: 0.488
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2023-07-25 10:04:03,178 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.877, mIoU: 0.487
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2023-07-25 10:04:03,255 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.878, mIoU: 0.487
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2023-07-25 10:04:03,655 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.877, mIoU: 0.495
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2023-07-25 10:04:04,336 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 10:04:04,351 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.878, mIoU: 0.499
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2023-07-25 10:04:05,126 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:05,141 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 10:04:05,157 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.881, mIoU: 0.525
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2023-07-25 10:04:05,245 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 10:04:05,262 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:05,278 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:05,291 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 10:04:05,305 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 10:04:05,321 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.882, mIoU: 0.522
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2023-07-25 10:04:05,353 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 10:04:05,367 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 10:04:05,383 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 10:04:05,399 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 10:04:05,416 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 10:04:05,429 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 10:04:05,445 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 10:04:05,460 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 10:04:05,473 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 10:04:05,488 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 10:04:05,503 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:05,518 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.882, mIoU: 0.521
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2023-07-25 10:04:05,546 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 10:04:05,561 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 10:04:05,576 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 10:04:05,593 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:05,603 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:05,617 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:05,633 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.882, mIoU: 0.522
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2023-07-25 10:04:05,824 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-25 10:04:05,840 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.882, mIoU: 0.522
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2023-07-25 10:04:05,869 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.882, mIoU: 0.522
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2023-07-25 10:04:05,915 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.883, mIoU: 0.522
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2023-07-25 10:04:06,064 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.883, mIoU: 0.520
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2023-07-25 10:04:06,107 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 10:04:06,123 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.883, mIoU: 0.520
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2023-07-25 10:04:06,152 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 10:04:06,167 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-25 10:04:06,184 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 10:04:06,199 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 10:04:06,215 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 10:04:06,231 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 10:04:06,247 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 10:04:06,262 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 10:04:06,278 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.883, mIoU: 0.521
2023-07-25 10:04:06,291 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.883, mIoU: 0.521
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2023-07-25 10:04:06,339 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-25 10:04:06,352 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:06,368 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 10:04:06,382 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 10:04:06,398 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.882, mIoU: 0.519
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2023-07-25 10:04:06,429 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 10:04:06,444 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 10:04:06,460 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-25 10:04:06,476 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:06,491 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-25 10:04:06,506 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,522 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,538 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 10:04:06,557 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 10:04:06,572 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,589 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,600 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:06,613 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:06,629 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:06,643 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 10:04:06,658 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 10:04:06,671 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 10:04:06,685 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:06,700 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 10:04:06,716 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 10:04:06,732 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 10:04:06,747 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,761 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,775 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,788 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,803 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,818 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,833 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:06,848 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:06,863 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,878 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 10:04:06,892 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:06,908 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-25 10:04:06,923 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 10:04:06,936 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.883, mIoU: 0.527
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2023-07-25 10:04:06,965 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.883, mIoU: 0.528
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2023-07-25 10:04:07,011 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:04:07,026 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:04:07,042 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:07,058 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.883, mIoU: 0.529
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2023-07-25 10:04:07,093 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:07,109 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:07,126 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:07,141 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.884, mIoU: 0.530
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2023-07-25 10:04:07,281 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.885, mIoU: 0.531
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2023-07-25 10:04:07,309 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:07,323 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:07,336 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.884, mIoU: 0.531
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2023-07-25 10:04:08,080 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:08,095 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:08,108 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:08,122 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:08,137 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:08,151 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:08,166 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,184 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,198 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,214 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,228 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,244 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,260 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,274 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,287 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,303 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,318 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,332 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,348 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,363 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,378 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,391 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,407 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,423 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:08,439 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:08,453 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,467 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,480 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,496 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,509 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,522 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,538 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,553 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:08,566 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:08,582 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:08,598 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,614 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,630 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,643 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,656 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,670 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,684 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,697 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,710 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:08,727 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,741 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,754 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,769 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,786 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,801 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,818 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,831 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,845 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,860 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,876 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,892 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,907 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,921 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:08,934 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,946 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,963 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,979 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:08,994 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:09,009 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:09,020 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:09,034 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:09,049 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:09,064 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:09,078 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:09,093 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.883, mIoU: 0.526
2023-07-25 10:04:09,107 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 10:04:09,122 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 10:04:09,136 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 10:04:09,151 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 10:04:09,165 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:04:09,180 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:04:09,196 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 10:04:09,209 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,225 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,241 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,256 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,271 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,287 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:09,302 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,317 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,332 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,347 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,363 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,376 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,390 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,403 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,420 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,434 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,451 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,466 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,478 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,493 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,509 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:09,525 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:09,539 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,555 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,570 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,584 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:09,599 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:09,616 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:09,632 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:09,645 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,657 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,675 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,691 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,707 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,721 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 10:04:09,736 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,751 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,766 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,782 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,795 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,810 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,824 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,839 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,854 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:09,867 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,883 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,896 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:09,911 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,926 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,942 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,958 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:09,974 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:09,989 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:10,004 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:10,021 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:10,037 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:10,053 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:10,069 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:10,080 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:10,095 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,108 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,124 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,139 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,155 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,168 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,183 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,198 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,213 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,229 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,245 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,258 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,273 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,288 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,303 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,316 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,332 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,349 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,366 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,380 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,396 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,412 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 10:04:10,426 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:10,442 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:10,458 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,471 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:10,486 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,501 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,516 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,531 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,546 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,561 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,577 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,592 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,605 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,618 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,633 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,646 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,659 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,674 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,689 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,704 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,720 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:10,732 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,745 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,762 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,777 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,790 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,806 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,819 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,835 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,849 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,866 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,881 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,896 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:10,905 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,921 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,937 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:10,950 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 10:04:10,965 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 10:04:10,981 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 10:04:10,996 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,009 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,024 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 10:04:11,040 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-25 10:04:11,056 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 10:04:11,071 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:11,086 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 10:04:11,103 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 10:04:11,119 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 10:04:11,132 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 10:04:11,148 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 10:04:11,163 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 10:04:11,178 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 10:04:11,191 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,207 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,222 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,238 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,245 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,258 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,272 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,284 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,296 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,311 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:11,326 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 10:04:11,341 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,353 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,366 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:11,381 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,392 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,408 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,421 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,437 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,452 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,468 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,483 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,495 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,508 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,524 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,539 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:11,555 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:11,570 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,583 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,593 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,604 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,617 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,629 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,644 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:11,657 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,672 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,687 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,702 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,716 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:11,731 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,746 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:11,761 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,777 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,792 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,807 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,823 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,839 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:11,852 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,866 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,881 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,894 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,910 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,924 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,939 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,954 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:11,972 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 10:04:11,988 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 10:04:12,002 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 10:04:12,017 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-25 10:04:12,032 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,048 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,063 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,076 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,089 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-25 10:04:12,104 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-25 10:04:12,119 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-25 10:04:12,134 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 10:04:12,150 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-25 10:04:12,165 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 10:04:12,181 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 10:04:12,197 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,212 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,226 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 10:04:12,242 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,252 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,266 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,281 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 10:04:12,294 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,309 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,325 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,341 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,357 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,374 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,390 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,406 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,418 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,435 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,448 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,464 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,479 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,492 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,507 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,520 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:04:12,536 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,551 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,566 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,581 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,597 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,610 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,623 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,639 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 10:04:12,652 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,666 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,682 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,697 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,712 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,725 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.884, mIoU: 0.532
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2023-07-25 10:04:12,754 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,770 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,786 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,799 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,813 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 10:04:12,829 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,844 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,860 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.884, mIoU: 0.531
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2023-07-25 10:04:12,891 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 10:04:12,906 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.884, mIoU: 0.532
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2023-07-25 10:04:12,953 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.884, mIoU: 0.532
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2023-07-25 10:04:12,983 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:12,999 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,012 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:13,028 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 10:04:13,059 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,072 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,087 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,102 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,118 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,131 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,146 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,161 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,176 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 10:04:13,207 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,223 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,237 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 10:04:13,252 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,269 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 10:04:13,283 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 10:04:13,381 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.882, mIoU: 0.530
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2023-07-25 10:04:13,453 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.530
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2023-07-25 10:04:13,826 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:13,841 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 10:04:13,856 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 10:04:13,913 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:13,953 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:14,008 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:14,038 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:14,161 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 10:04:14,175 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 10:04:14,191 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 10:04:14,205 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.884, mIoU: 0.533
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2023-07-25 10:04:14,308 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:14,336 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 10:04:14,352 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.884, mIoU: 0.533
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2023-07-25 10:04:14,484 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 10:04:14,619 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 10:04:14,635 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 10:04:14,724 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.883, mIoU: 0.534
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2023-07-25 10:04:14,754 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 10:04:14,769 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.883, mIoU: 0.534
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2023-07-25 10:04:14,811 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.883, mIoU: 0.534
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2023-07-25 10:04:14,843 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,856 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,871 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,883 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 10:04:14,898 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,914 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,929 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:14,942 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.882, mIoU: 0.532
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2023-07-25 10:04:15,091 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:15,105 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:15,118 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:15,133 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 10:04:15,147 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,163 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.881, mIoU: 0.531
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2023-07-25 10:04:15,192 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 10:04:15,205 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 10:04:15,234 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,249 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 10:04:15,280 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,297 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,311 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 10:04:15,326 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,341 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,357 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,372 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,386 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,399 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,416 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,432 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,448 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,461 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,475 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,490 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,505 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,518 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,532 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,547 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,562 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,578 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,592 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,607 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,623 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:15,651 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,666 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:15,680 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,695 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:15,726 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,741 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:15,772 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,787 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:15,966 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:15,981 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:16,100 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,113 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:16,410 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.880, mIoU: 0.528
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2023-07-25 10:04:16,559 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,572 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:16,679 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,690 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,704 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,717 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.881, mIoU: 0.529
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2023-07-25 10:04:16,748 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,763 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 10:04:16,777 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 10:04:16,790 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,803 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,817 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,832 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,846 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,861 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,876 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,889 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,905 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,922 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:16,936 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:16,951 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,967 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:16,981 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:16,997 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,009 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,025 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,041 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,056 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,072 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,086 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,099 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,113 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,128 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,142 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,155 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,169 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,184 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,199 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,213 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,226 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,241 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,258 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,273 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,288 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,303 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,311 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,326 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,339 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,352 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,367 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,382 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,397 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,412 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,428 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,443 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,458 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,472 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,486 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,503 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,518 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,534 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,550 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,567 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,581 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,596 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,611 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 10:04:17,627 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,640 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:17,654 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,670 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,685 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,701 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,716 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,731 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 10:04:17,746 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 10:04:17,761 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 10:04:17,774 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,790 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,803 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,818 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,834 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,849 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,864 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,877 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:17,892 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,907 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,923 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,939 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,954 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,970 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,986 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:17,999 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:18,015 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:18,029 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,044 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,060 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:18,076 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,092 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,107 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,121 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,131 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,145 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,159 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,173 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:18,188 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 10:04:18,203 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,218 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:18,229 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,239 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,255 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,270 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,285 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,298 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,313 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,328 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,342 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,358 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,374 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,389 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,405 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 10:04:18,418 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,433 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,449 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,465 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,479 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,495 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,510 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,526 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 10:04:18,542 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,555 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,569 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 10:04:18,583 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 10:04:18,600 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 10:04:35,964 semantic_segmentation INFO: Iters: 46410/150000 || Lr: 0.014333 || Task Loss: 0.7188 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:18 || Estimated Time: 2 days, 3:58:50
2023-07-25 10:04:53,278 semantic_segmentation INFO: Iters: 46420/150000 || Lr: 0.014332 || Task Loss: 0.4730 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:35 || Estimated Time: 2 days, 3:58:31
2023-07-25 10:05:10,858 semantic_segmentation INFO: Iters: 46430/150000 || Lr: 0.014331 || Task Loss: 0.5767 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:53 || Estimated Time: 2 days, 3:58:11
2023-07-25 10:05:28,201 semantic_segmentation INFO: Iters: 46440/150000 || Lr: 0.014329 || Task Loss: 1.4876 || KD Loss: 0.6919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:10 || Estimated Time: 2 days, 3:57:52
2023-07-25 10:05:45,607 semantic_segmentation INFO: Iters: 46450/150000 || Lr: 0.014328 || Task Loss: 0.6475 || KD Loss: 0.2454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:27 || Estimated Time: 2 days, 3:57:32
2023-07-25 10:06:03,022 semantic_segmentation INFO: Iters: 46460/150000 || Lr: 0.014327 || Task Loss: 0.6182 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:45 || Estimated Time: 2 days, 3:57:13
2023-07-25 10:06:20,426 semantic_segmentation INFO: Iters: 46470/150000 || Lr: 0.014326 || Task Loss: 0.6935 || KD Loss: 0.2351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:02 || Estimated Time: 2 days, 3:56:53
2023-07-25 10:06:37,829 semantic_segmentation INFO: Iters: 46480/150000 || Lr: 0.014324 || Task Loss: 0.5474 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:20 || Estimated Time: 2 days, 3:56:34
2023-07-25 10:06:55,236 semantic_segmentation INFO: Iters: 46490/150000 || Lr: 0.014323 || Task Loss: 0.6837 || KD Loss: 0.2084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:37 || Estimated Time: 2 days, 3:56:14
2023-07-25 10:07:12,641 semantic_segmentation INFO: Iters: 46500/150000 || Lr: 0.014322 || Task Loss: 0.6727 || KD Loss: 0.2229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:54 || Estimated Time: 2 days, 3:55:55
2023-07-25 10:07:30,061 semantic_segmentation INFO: Iters: 46510/150000 || Lr: 0.014321 || Task Loss: 0.6582 || KD Loss: 0.2517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:12 || Estimated Time: 2 days, 3:55:35
2023-07-25 10:07:47,462 semantic_segmentation INFO: Iters: 46520/150000 || Lr: 0.014319 || Task Loss: 0.6002 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:29 || Estimated Time: 2 days, 3:55:16
2023-07-25 10:08:04,869 semantic_segmentation INFO: Iters: 46530/150000 || Lr: 0.014318 || Task Loss: 0.7518 || KD Loss: 0.2353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:47 || Estimated Time: 2 days, 3:54:56
2023-07-25 10:08:22,279 semantic_segmentation INFO: Iters: 46540/150000 || Lr: 0.014317 || Task Loss: 0.7013 || KD Loss: 0.2375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:04 || Estimated Time: 2 days, 3:54:37
2023-07-25 10:08:39,685 semantic_segmentation INFO: Iters: 46550/150000 || Lr: 0.014316 || Task Loss: 0.6811 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:21 || Estimated Time: 2 days, 3:54:17
2023-07-25 10:08:57,084 semantic_segmentation INFO: Iters: 46560/150000 || Lr: 0.014314 || Task Loss: 0.6111 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:39 || Estimated Time: 2 days, 3:53:58
2023-07-25 10:09:14,501 semantic_segmentation INFO: Iters: 46570/150000 || Lr: 0.014313 || Task Loss: 0.7193 || KD Loss: 0.2229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:56 || Estimated Time: 2 days, 3:53:38
2023-07-25 10:09:31,907 semantic_segmentation INFO: Iters: 46580/150000 || Lr: 0.014312 || Task Loss: 0.7380 || KD Loss: 0.2618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:14 || Estimated Time: 2 days, 3:53:19
2023-07-25 10:09:49,297 semantic_segmentation INFO: Iters: 46590/150000 || Lr: 0.014311 || Task Loss: 0.4864 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:31 || Estimated Time: 2 days, 3:52:59
2023-07-25 10:10:06,638 semantic_segmentation INFO: Iters: 46600/150000 || Lr: 0.014309 || Task Loss: 0.6322 || KD Loss: 0.1821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:48 || Estimated Time: 2 days, 3:52:39
2023-07-25 10:10:24,029 semantic_segmentation INFO: Iters: 46610/150000 || Lr: 0.014308 || Task Loss: 1.1151 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:06 || Estimated Time: 2 days, 3:52:20
2023-07-25 10:10:41,438 semantic_segmentation INFO: Iters: 46620/150000 || Lr: 0.014307 || Task Loss: 0.5217 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:23 || Estimated Time: 2 days, 3:52:00
2023-07-25 10:10:58,838 semantic_segmentation INFO: Iters: 46630/150000 || Lr: 0.014306 || Task Loss: 0.5075 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:41 || Estimated Time: 2 days, 3:51:41
2023-07-25 10:11:16,253 semantic_segmentation INFO: Iters: 46640/150000 || Lr: 0.014304 || Task Loss: 0.5433 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:58 || Estimated Time: 2 days, 3:51:21
2023-07-25 10:11:33,854 semantic_segmentation INFO: Iters: 46650/150000 || Lr: 0.014303 || Task Loss: 0.4928 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:16 || Estimated Time: 2 days, 3:51:02
2023-07-25 10:11:51,256 semantic_segmentation INFO: Iters: 46660/150000 || Lr: 0.014302 || Task Loss: 0.5928 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:33 || Estimated Time: 2 days, 3:50:43
2023-07-25 10:12:08,557 semantic_segmentation INFO: Iters: 46670/150000 || Lr: 0.014301 || Task Loss: 0.7699 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:50 || Estimated Time: 2 days, 3:50:23
2023-07-25 10:12:25,878 semantic_segmentation INFO: Iters: 46680/150000 || Lr: 0.014299 || Task Loss: 0.7249 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2452|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:08 || Estimated Time: 2 days, 3:50:03
2023-07-25 10:12:43,273 semantic_segmentation INFO: Iters: 46690/150000 || Lr: 0.014298 || Task Loss: 0.5361 || KD Loss: 0.1954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:25 || Estimated Time: 2 days, 3:49:44
2023-07-25 10:13:00,897 semantic_segmentation INFO: Iters: 46700/150000 || Lr: 0.014297 || Task Loss: 0.5043 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:43 || Estimated Time: 2 days, 3:49:25
2023-07-25 10:13:18,171 semantic_segmentation INFO: Iters: 46710/150000 || Lr: 0.014296 || Task Loss: 0.5173 || KD Loss: 0.1637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:00 || Estimated Time: 2 days, 3:49:05
2023-07-25 10:13:35,504 semantic_segmentation INFO: Iters: 46720/150000 || Lr: 0.014294 || Task Loss: 0.4771 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:17 || Estimated Time: 2 days, 3:48:45
2023-07-25 10:13:52,911 semantic_segmentation INFO: Iters: 46730/150000 || Lr: 0.014293 || Task Loss: 0.6366 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:35 || Estimated Time: 2 days, 3:48:26
2023-07-25 10:14:10,538 semantic_segmentation INFO: Iters: 46740/150000 || Lr: 0.014292 || Task Loss: 0.6455 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:52 || Estimated Time: 2 days, 3:48:07
2023-07-25 10:14:28,292 semantic_segmentation INFO: Iters: 46750/150000 || Lr: 0.014291 || Task Loss: 0.6015 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2435|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:10 || Estimated Time: 2 days, 3:47:48
2023-07-25 10:14:45,928 semantic_segmentation INFO: Iters: 46760/150000 || Lr: 0.014289 || Task Loss: 0.4741 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:28 || Estimated Time: 2 days, 3:47:29
2023-07-25 10:15:03,306 semantic_segmentation INFO: Iters: 46770/150000 || Lr: 0.014288 || Task Loss: 0.6903 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:45 || Estimated Time: 2 days, 3:47:09
2023-07-25 10:15:20,662 semantic_segmentation INFO: Iters: 46780/150000 || Lr: 0.014287 || Task Loss: 0.5270 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:02 || Estimated Time: 2 days, 3:46:50
2023-07-25 10:15:37,950 semantic_segmentation INFO: Iters: 46790/150000 || Lr: 0.014286 || Task Loss: 0.5964 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:20 || Estimated Time: 2 days, 3:46:30
2023-07-25 10:15:55,205 semantic_segmentation INFO: Iters: 46800/150000 || Lr: 0.014284 || Task Loss: 0.8659 || KD Loss: 0.2780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:37 || Estimated Time: 2 days, 3:46:10
2023-07-25 10:16:12,579 semantic_segmentation INFO: Iters: 46810/150000 || Lr: 0.014283 || Task Loss: 0.6316 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:54 || Estimated Time: 2 days, 3:45:51
2023-07-25 10:16:29,914 semantic_segmentation INFO: Iters: 46820/150000 || Lr: 0.014282 || Task Loss: 0.8749 || KD Loss: 0.3150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:12 || Estimated Time: 2 days, 3:45:31
2023-07-25 10:16:47,262 semantic_segmentation INFO: Iters: 46830/150000 || Lr: 0.014281 || Task Loss: 0.6113 || KD Loss: 0.2496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:29 || Estimated Time: 2 days, 3:45:11
2023-07-25 10:17:04,602 semantic_segmentation INFO: Iters: 46840/150000 || Lr: 0.014279 || Task Loss: 0.5915 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:46 || Estimated Time: 2 days, 3:44:52
2023-07-25 10:17:21,982 semantic_segmentation INFO: Iters: 46850/150000 || Lr: 0.014278 || Task Loss: 0.7970 || KD Loss: 0.3871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:04 || Estimated Time: 2 days, 3:44:32
2023-07-25 10:17:39,232 semantic_segmentation INFO: Iters: 46860/150000 || Lr: 0.014277 || Task Loss: 0.6062 || KD Loss: 0.2632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:21 || Estimated Time: 2 days, 3:44:12
2023-07-25 10:17:56,607 semantic_segmentation INFO: Iters: 46870/150000 || Lr: 0.014276 || Task Loss: 0.4497 || KD Loss: 0.1879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:38 || Estimated Time: 2 days, 3:43:53
2023-07-25 10:18:14,219 semantic_segmentation INFO: Iters: 46880/150000 || Lr: 0.014274 || Task Loss: 0.5700 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:56 || Estimated Time: 2 days, 3:43:34
2023-07-25 10:18:31,841 semantic_segmentation INFO: Iters: 46890/150000 || Lr: 0.014273 || Task Loss: 0.4712 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:14 || Estimated Time: 2 days, 3:43:15
2023-07-25 10:18:49,251 semantic_segmentation INFO: Iters: 46900/150000 || Lr: 0.014272 || Task Loss: 0.4808 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:31 || Estimated Time: 2 days, 3:42:55
2023-07-25 10:19:06,559 semantic_segmentation INFO: Iters: 46910/150000 || Lr: 0.014271 || Task Loss: 0.5347 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:48 || Estimated Time: 2 days, 3:42:35
2023-07-25 10:19:23,891 semantic_segmentation INFO: Iters: 46920/150000 || Lr: 0.014269 || Task Loss: 0.6431 || KD Loss: 0.1627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:06 || Estimated Time: 2 days, 3:42:16
2023-07-25 10:19:41,236 semantic_segmentation INFO: Iters: 46930/150000 || Lr: 0.014268 || Task Loss: 0.7331 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:23 || Estimated Time: 2 days, 3:41:56
2023-07-25 10:19:58,569 semantic_segmentation INFO: Iters: 46940/150000 || Lr: 0.014267 || Task Loss: 0.8255 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:40 || Estimated Time: 2 days, 3:41:37
2023-07-25 10:20:15,957 semantic_segmentation INFO: Iters: 46950/150000 || Lr: 0.014266 || Task Loss: 0.5421 || KD Loss: 0.1715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:58 || Estimated Time: 2 days, 3:41:17
2023-07-25 10:20:33,284 semantic_segmentation INFO: Iters: 46960/150000 || Lr: 0.014265 || Task Loss: 0.4443 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:15 || Estimated Time: 2 days, 3:40:57
2023-07-25 10:20:50,689 semantic_segmentation INFO: Iters: 46970/150000 || Lr: 0.014263 || Task Loss: 0.6225 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:32 || Estimated Time: 2 days, 3:40:38
2023-07-25 10:21:08,087 semantic_segmentation INFO: Iters: 46980/150000 || Lr: 0.014262 || Task Loss: 0.6406 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:50 || Estimated Time: 2 days, 3:40:18
2023-07-25 10:21:25,394 semantic_segmentation INFO: Iters: 46990/150000 || Lr: 0.014261 || Task Loss: 0.5660 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:07 || Estimated Time: 2 days, 3:39:59
2023-07-25 10:21:42,773 semantic_segmentation INFO: Iters: 47000/150000 || Lr: 0.014260 || Task Loss: 0.6898 || KD Loss: 0.1672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:25 || Estimated Time: 2 days, 3:39:39
2023-07-25 10:22:00,113 semantic_segmentation INFO: Iters: 47010/150000 || Lr: 0.014258 || Task Loss: 0.7769 || KD Loss: 0.3774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:42 || Estimated Time: 2 days, 3:39:19
2023-07-25 10:22:17,512 semantic_segmentation INFO: Iters: 47020/150000 || Lr: 0.014257 || Task Loss: 0.6974 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:59 || Estimated Time: 2 days, 3:39:00
2023-07-25 10:22:35,116 semantic_segmentation INFO: Iters: 47030/150000 || Lr: 0.014256 || Task Loss: 0.6118 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:17 || Estimated Time: 2 days, 3:38:41
2023-07-25 10:22:52,438 semantic_segmentation INFO: Iters: 47040/150000 || Lr: 0.014255 || Task Loss: 0.4446 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:34 || Estimated Time: 2 days, 3:38:21
2023-07-25 10:23:10,051 semantic_segmentation INFO: Iters: 47050/150000 || Lr: 0.014253 || Task Loss: 0.6810 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:52 || Estimated Time: 2 days, 3:38:02
2023-07-25 10:23:27,352 semantic_segmentation INFO: Iters: 47060/150000 || Lr: 0.014252 || Task Loss: 0.5163 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:09 || Estimated Time: 2 days, 3:37:43
2023-07-25 10:23:44,648 semantic_segmentation INFO: Iters: 47070/150000 || Lr: 0.014251 || Task Loss: 1.1147 || KD Loss: 0.4083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:26 || Estimated Time: 2 days, 3:37:23
2023-07-25 10:24:01,983 semantic_segmentation INFO: Iters: 47080/150000 || Lr: 0.014250 || Task Loss: 0.6222 || KD Loss: 0.1954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:44 || Estimated Time: 2 days, 3:37:03
2023-07-25 10:24:19,289 semantic_segmentation INFO: Iters: 47090/150000 || Lr: 0.014248 || Task Loss: 0.7548 || KD Loss: 0.2466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:01 || Estimated Time: 2 days, 3:36:44
2023-07-25 10:24:36,648 semantic_segmentation INFO: Iters: 47100/150000 || Lr: 0.014247 || Task Loss: 0.6421 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:18 || Estimated Time: 2 days, 3:36:24
2023-07-25 10:24:54,010 semantic_segmentation INFO: Iters: 47110/150000 || Lr: 0.014246 || Task Loss: 0.5163 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:36 || Estimated Time: 2 days, 3:36:04
2023-07-25 10:25:11,388 semantic_segmentation INFO: Iters: 47120/150000 || Lr: 0.014245 || Task Loss: 0.5687 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:53 || Estimated Time: 2 days, 3:35:45
2023-07-25 10:25:28,772 semantic_segmentation INFO: Iters: 47130/150000 || Lr: 0.014243 || Task Loss: 0.5684 || KD Loss: 0.1764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:11 || Estimated Time: 2 days, 3:35:25
2023-07-25 10:25:46,021 semantic_segmentation INFO: Iters: 47140/150000 || Lr: 0.014242 || Task Loss: 0.5580 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:28 || Estimated Time: 2 days, 3:35:06
2023-07-25 10:26:03,381 semantic_segmentation INFO: Iters: 47150/150000 || Lr: 0.014241 || Task Loss: 0.6622 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:45 || Estimated Time: 2 days, 3:34:46
2023-07-25 10:26:20,908 semantic_segmentation INFO: Iters: 47160/150000 || Lr: 0.014240 || Task Loss: 0.5313 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:03 || Estimated Time: 2 days, 3:34:27
2023-07-25 10:26:38,216 semantic_segmentation INFO: Iters: 47170/150000 || Lr: 0.014238 || Task Loss: 0.5009 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:20 || Estimated Time: 2 days, 3:34:07
2023-07-25 10:26:55,517 semantic_segmentation INFO: Iters: 47180/150000 || Lr: 0.014237 || Task Loss: 0.6634 || KD Loss: 0.1903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:37 || Estimated Time: 2 days, 3:33:47
2023-07-25 10:27:13,140 semantic_segmentation INFO: Iters: 47190/150000 || Lr: 0.014236 || Task Loss: 0.6728 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:55 || Estimated Time: 2 days, 3:33:28
2023-07-25 10:27:30,794 semantic_segmentation INFO: Iters: 47200/150000 || Lr: 0.014235 || Task Loss: 0.8411 || KD Loss: 0.2753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:13 || Estimated Time: 2 days, 3:33:09
2023-07-25 10:27:30,919 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:27:31,308 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 10:27:31,331 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.132
2023-07-25 10:27:31,343 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.138
2023-07-25 10:27:31,357 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.135
2023-07-25 10:27:31,371 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.917, mIoU: 0.194
2023-07-25 10:27:31,384 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.925, mIoU: 0.236
2023-07-25 10:27:31,398 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.914, mIoU: 0.261
2023-07-25 10:27:31,413 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.267
2023-07-25 10:27:31,425 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.916, mIoU: 0.304
2023-07-25 10:27:31,439 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.919, mIoU: 0.341
2023-07-25 10:27:31,454 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.907, mIoU: 0.346
2023-07-25 10:27:31,469 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.909, mIoU: 0.347
2023-07-25 10:27:31,481 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.872, mIoU: 0.328
2023-07-25 10:27:31,495 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.869, mIoU: 0.318
2023-07-25 10:27:31,509 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.875, mIoU: 0.321
2023-07-25 10:27:31,522 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.880, mIoU: 0.318
2023-07-25 10:27:31,533 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.872, mIoU: 0.312
2023-07-25 10:27:31,546 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.307
2023-07-25 10:27:31,561 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.868, mIoU: 0.317
2023-07-25 10:27:31,577 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.872, mIoU: 0.349
2023-07-25 10:27:31,592 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.878, mIoU: 0.355
2023-07-25 10:27:31,608 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.879, mIoU: 0.357
2023-07-25 10:27:31,623 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.878, mIoU: 0.393
2023-07-25 10:27:31,639 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.876, mIoU: 0.373
2023-07-25 10:27:31,655 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.879, mIoU: 0.383
2023-07-25 10:27:31,669 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.387
2023-07-25 10:27:31,684 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.878, mIoU: 0.381
2023-07-25 10:27:31,695 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.881, mIoU: 0.381
2023-07-25 10:27:31,711 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.369
2023-07-25 10:27:31,727 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.881, mIoU: 0.370
2023-07-25 10:27:31,741 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.884, mIoU: 0.372
2023-07-25 10:27:31,758 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.887, mIoU: 0.372
2023-07-25 10:27:31,774 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.887, mIoU: 0.369
2023-07-25 10:27:31,790 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.888, mIoU: 0.369
2023-07-25 10:27:31,806 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.885, mIoU: 0.371
2023-07-25 10:27:31,822 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.372
2023-07-25 10:27:31,836 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.889, mIoU: 0.370
2023-07-25 10:27:31,849 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.892, mIoU: 0.412
2023-07-25 10:27:31,867 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.894, mIoU: 0.424
2023-07-25 10:27:31,880 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.894, mIoU: 0.423
2023-07-25 10:27:31,894 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.447
2023-07-25 10:27:31,910 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.447
2023-07-25 10:27:31,925 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.892, mIoU: 0.442
2023-07-25 10:27:31,938 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.893, mIoU: 0.442
2023-07-25 10:27:31,953 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.891, mIoU: 0.438
2023-07-25 10:27:31,968 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.891, mIoU: 0.438
2023-07-25 10:27:31,982 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.893, mIoU: 0.447
2023-07-25 10:27:31,995 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.894, mIoU: 0.448
2023-07-25 10:27:32,009 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.895, mIoU: 0.450
2023-07-25 10:27:32,025 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.894, mIoU: 0.446
2023-07-25 10:27:32,041 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.893, mIoU: 0.442
2023-07-25 10:27:32,056 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.895, mIoU: 0.441
2023-07-25 10:27:32,069 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.440
2023-07-25 10:27:32,085 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.438
2023-07-25 10:27:32,100 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.894, mIoU: 0.436
2023-07-25 10:27:32,113 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.894, mIoU: 0.437
2023-07-25 10:27:32,128 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.894, mIoU: 0.436
2023-07-25 10:27:32,145 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.896, mIoU: 0.434
2023-07-25 10:27:32,159 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.897, mIoU: 0.433
2023-07-25 10:27:32,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.890, mIoU: 0.472
2023-07-25 10:27:32,189 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.889, mIoU: 0.469
2023-07-25 10:27:32,205 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.889, mIoU: 0.465
2023-07-25 10:27:32,219 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.890, mIoU: 0.465
2023-07-25 10:27:32,238 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-25 10:27:32,252 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.893, mIoU: 0.472
2023-07-25 10:27:32,268 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.894, mIoU: 0.471
2023-07-25 10:27:32,285 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.895, mIoU: 0.472
2023-07-25 10:27:32,299 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.895, mIoU: 0.499
2023-07-25 10:27:32,315 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.896, mIoU: 0.500
2023-07-25 10:27:32,330 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.892, mIoU: 0.499
2023-07-25 10:27:32,347 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.893, mIoU: 0.522
2023-07-25 10:27:32,360 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.893, mIoU: 0.521
2023-07-25 10:27:32,375 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.893, mIoU: 0.514
2023-07-25 10:27:32,390 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.894, mIoU: 0.513
2023-07-25 10:27:32,405 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.894, mIoU: 0.515
2023-07-25 10:27:32,420 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.892, mIoU: 0.499
2023-07-25 10:27:32,435 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.890, mIoU: 0.497
2023-07-25 10:27:32,444 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.889, mIoU: 0.497
2023-07-25 10:27:32,460 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.889, mIoU: 0.505
2023-07-25 10:27:32,476 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.889, mIoU: 0.507
2023-07-25 10:27:32,490 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.890, mIoU: 0.513
2023-07-25 10:27:32,505 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.890, mIoU: 0.515
2023-07-25 10:27:32,520 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.889, mIoU: 0.513
2023-07-25 10:27:32,535 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.501
2023-07-25 10:27:32,551 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.884, mIoU: 0.494
2023-07-25 10:27:32,567 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.884, mIoU: 0.494
2023-07-25 10:27:32,583 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.884, mIoU: 0.493
2023-07-25 10:27:32,601 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.884, mIoU: 0.491
2023-07-25 10:27:32,618 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:32,631 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:32,647 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-25 10:27:32,663 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.882, mIoU: 0.493
2023-07-25 10:27:32,679 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.879, mIoU: 0.488
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2023-07-25 10:27:35,635 semantic_segmentation INFO: Sample: 294, Validation pixAcc: 0.872, mIoU: 0.490
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2023-07-25 10:27:35,877 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.872, mIoU: 0.489
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2023-07-25 10:27:35,923 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.872, mIoU: 0.491
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2023-07-25 10:27:35,983 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.873, mIoU: 0.490
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2023-07-25 10:27:36,013 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.873, mIoU: 0.489
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2023-07-25 10:27:36,072 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.874, mIoU: 0.490
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2023-07-25 10:27:36,101 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.875, mIoU: 0.490
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2023-07-25 10:27:36,133 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.875, mIoU: 0.491
2023-07-25 10:27:36,147 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.875, mIoU: 0.494
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2023-07-25 10:27:36,261 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.876, mIoU: 0.492
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2023-07-25 10:27:36,350 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.877, mIoU: 0.492
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2023-07-25 10:27:36,382 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.877, mIoU: 0.494
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2023-07-25 10:27:36,455 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.878, mIoU: 0.494
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2023-07-25 10:27:36,555 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.878, mIoU: 0.495
2023-07-25 10:27:36,568 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.878, mIoU: 0.495
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2023-07-25 10:27:36,644 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.876, mIoU: 0.491
2023-07-25 10:27:36,661 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 10:27:36,676 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.875, mIoU: 0.486
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2023-07-25 10:27:36,706 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 10:27:36,719 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-25 10:27:36,736 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.875, mIoU: 0.484
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2023-07-25 10:27:37,126 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-25 10:27:37,142 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-25 10:27:37,158 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.876, mIoU: 0.484
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2023-07-25 10:27:37,187 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.876, mIoU: 0.481
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2023-07-25 10:27:37,246 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.878, mIoU: 0.481
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2023-07-25 10:27:37,922 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.877, mIoU: 0.480
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2023-07-25 10:27:38,394 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.879, mIoU: 0.485
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2023-07-25 10:27:38,424 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.879, mIoU: 0.488
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2023-07-25 10:27:38,491 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.880, mIoU: 0.489
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2023-07-25 10:27:38,533 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-25 10:27:38,549 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-25 10:27:38,564 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.880, mIoU: 0.492
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2023-07-25 10:27:38,590 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-25 10:27:38,605 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.881, mIoU: 0.493
2023-07-25 10:27:38,619 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.881, mIoU: 0.493
2023-07-25 10:27:38,634 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.881, mIoU: 0.494
2023-07-25 10:27:38,650 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.881, mIoU: 0.495
2023-07-25 10:27:38,663 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.881, mIoU: 0.495
2023-07-25 10:27:38,679 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.882, mIoU: 0.496
2023-07-25 10:27:38,692 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.882, mIoU: 0.496
2023-07-25 10:27:38,708 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 10:27:38,724 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 10:27:38,741 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 10:27:38,757 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.882, mIoU: 0.497
2023-07-25 10:27:38,771 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.881, mIoU: 0.496
2023-07-25 10:27:38,784 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.881, mIoU: 0.497
2023-07-25 10:27:38,799 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.882, mIoU: 0.497
2023-07-25 10:27:38,815 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.881, mIoU: 0.496
2023-07-25 10:27:38,829 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.882, mIoU: 0.496
2023-07-25 10:27:38,844 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.882, mIoU: 0.496
2023-07-25 10:27:38,861 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 10:27:38,877 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.882, mIoU: 0.498
2023-07-25 10:27:38,892 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:38,905 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:38,920 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:38,935 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:38,950 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:38,965 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:38,981 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:38,994 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:39,009 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:39,024 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:39,038 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 10:27:39,053 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 10:27:39,065 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,080 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,093 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,106 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,118 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,133 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,149 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,164 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,179 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,187 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.883, mIoU: 0.511
2023-07-25 10:27:39,202 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.883, mIoU: 0.511
2023-07-25 10:27:39,218 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,234 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,249 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,264 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,277 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,290 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,305 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,320 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,336 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,349 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,363 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,378 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,393 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,409 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,422 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.883, mIoU: 0.508
2023-07-25 10:27:39,437 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,454 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,470 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,483 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:39,499 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,515 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,528 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,543 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,559 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,574 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,589 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:39,602 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,618 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,633 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,650 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,660 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,675 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,691 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,704 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,719 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,732 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,748 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,763 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,778 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,792 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,805 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,818 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,834 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,849 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,865 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,880 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.882, mIoU: 0.509
2023-07-25 10:27:39,895 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.882, mIoU: 0.510
2023-07-25 10:27:39,908 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,924 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,939 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,952 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,967 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,983 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:39,997 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,012 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,027 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,039 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,054 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,069 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,083 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,098 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:40,113 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:40,125 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:40,140 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:40,155 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:40,170 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.883, mIoU: 0.508
2023-07-25 10:27:40,183 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:40,198 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:40,213 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.883, mIoU: 0.508
2023-07-25 10:27:40,229 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:40,244 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:40,260 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:40,275 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:40,290 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:40,305 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:40,320 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:40,333 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.883, mIoU: 0.507
2023-07-25 10:27:40,348 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,363 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,378 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,391 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,407 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 10:27:40,420 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 10:27:40,435 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 10:27:40,451 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,466 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.882, mIoU: 0.505
2023-07-25 10:27:40,481 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,496 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.882, mIoU: 0.506
2023-07-25 10:27:40,511 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:40,526 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.882, mIoU: 0.508
2023-07-25 10:27:40,540 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.881, mIoU: 0.506
2023-07-25 10:27:40,555 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 10:27:40,570 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.880, mIoU: 0.503
2023-07-25 10:27:40,588 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 10:27:40,603 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 10:27:40,619 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 10:27:40,630 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.880, mIoU: 0.502
2023-07-25 10:27:40,643 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 10:27:40,658 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 10:27:40,671 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.880, mIoU: 0.501
2023-07-25 10:27:40,686 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,699 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,713 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,728 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,744 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,760 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 10:27:40,776 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,789 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,804 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,818 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,832 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,848 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,864 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,879 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.881, mIoU: 0.503
2023-07-25 10:27:40,894 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,909 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,923 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,938 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-25 10:27:40,953 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:40,966 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:40,980 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:40,994 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,010 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:41,025 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:41,038 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,053 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,068 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:41,084 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:41,097 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 10:27:41,110 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,118 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,134 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 10:27:41,150 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,165 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,182 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,198 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,213 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,229 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:41,245 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:41,258 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:41,273 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:41,287 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,302 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.882, mIoU: 0.499
2023-07-25 10:27:41,317 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,331 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,344 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,357 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,371 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.882, mIoU: 0.500
2023-07-25 10:27:41,384 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,397 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.882, mIoU: 0.501
2023-07-25 10:27:41,411 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,425 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 10:27:41,441 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 10:27:41,453 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 10:27:41,467 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-25 10:27:41,480 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,492 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,507 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,522 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,537 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.883, mIoU: 0.505
2023-07-25 10:27:41,552 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,567 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,583 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:41,596 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.884, mIoU: 0.504
2023-07-25 10:27:41,612 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.884, mIoU: 0.504
2023-07-25 10:27:41,627 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:41,644 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:41,660 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:41,675 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,691 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-25 10:27:41,704 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.882, mIoU: 0.503
2023-07-25 10:27:41,717 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,730 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,745 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,761 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,775 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,788 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,803 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,818 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,833 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.882, mIoU: 0.502
2023-07-25 10:27:41,848 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,863 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,876 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,891 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,905 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,919 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,935 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,949 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:41,966 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,979 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:41,994 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,010 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,023 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,036 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,052 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:42,068 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:42,083 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:42,098 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.883, mIoU: 0.502
2023-07-25 10:27:42,110 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,123 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,137 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,150 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.883, mIoU: 0.503
2023-07-25 10:27:42,165 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,182 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,196 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,212 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,225 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,241 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,256 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,269 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,283 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.885, mIoU: 0.507
2023-07-25 10:27:42,298 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,314 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,327 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,343 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,358 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.885, mIoU: 0.507
2023-07-25 10:27:42,373 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.885, mIoU: 0.507
2023-07-25 10:27:42,386 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.885, mIoU: 0.506
2023-07-25 10:27:42,401 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,416 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,433 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,447 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,461 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,475 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,490 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,503 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,516 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.885, mIoU: 0.505
2023-07-25 10:27:42,531 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,546 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,560 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,575 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,591 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.884, mIoU: 0.505
2023-07-25 10:27:42,607 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,623 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,636 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,649 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,663 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 10:27:42,677 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,690 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,703 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.884, mIoU: 0.507
2023-07-25 10:27:42,719 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,732 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,746 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,760 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,777 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,792 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:42,808 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,822 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,835 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,851 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,866 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 10:27:42,882 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:42,897 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:42,910 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:42,923 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:42,935 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:42,951 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:42,967 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:42,982 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:42,996 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,008 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,022 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,037 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,052 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:43,065 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:43,080 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.885, mIoU: 0.509
2023-07-25 10:27:43,094 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,109 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,122 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,137 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,150 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,165 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,180 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,193 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,209 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,225 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,240 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,256 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,271 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,286 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,301 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,315 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,330 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:43,345 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,359 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,373 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,386 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:43,402 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:43,417 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:43,434 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:43,449 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,461 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,476 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,492 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,507 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,520 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,536 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,551 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,564 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,578 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,594 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,609 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,622 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,634 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,652 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,667 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:43,682 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:43,696 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:43,711 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:43,726 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.883, mIoU: 0.510
2023-07-25 10:27:43,741 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,756 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,770 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,785 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,798 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,813 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,828 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,841 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,857 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,870 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:43,885 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,900 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,915 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:43,929 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:43,944 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:43,958 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.883, mIoU: 0.509
2023-07-25 10:27:43,972 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:43,988 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,003 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,018 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,034 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,044 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:44,059 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:44,072 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,088 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,104 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,120 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,134 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,149 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.884, mIoU: 0.508
2023-07-25 10:27:44,165 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,180 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,197 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,213 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,226 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,242 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.884, mIoU: 0.509
2023-07-25 10:27:44,256 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,271 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,284 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,299 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,314 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,329 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,342 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,357 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,371 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,384 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,398 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.884, mIoU: 0.512
2023-07-25 10:27:44,413 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,425 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,440 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,453 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.884, mIoU: 0.512
2023-07-25 10:27:44,467 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:44,482 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:44,497 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,512 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,528 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.884, mIoU: 0.510
2023-07-25 10:27:44,542 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,555 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,568 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,582 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,596 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,609 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,623 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,639 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.884, mIoU: 0.511
2023-07-25 10:27:44,655 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,672 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,686 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,699 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,716 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,732 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,746 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,762 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,776 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,792 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,807 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,824 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,839 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,854 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,863 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,879 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,895 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,908 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,923 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,938 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,952 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,965 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,980 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:44,995 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 10:27:45,010 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 10:27:45,025 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 10:27:45,040 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:45,057 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:45,073 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-25 10:27:45,087 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.886, mIoU: 0.510
2023-07-25 10:27:45,102 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.886, mIoU: 0.510
2023-07-25 10:27:45,118 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 10:27:45,132 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 10:27:45,145 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:45,160 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.885, mIoU: 0.512
2023-07-25 10:27:45,176 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.886, mIoU: 0.512
2023-07-25 10:27:45,191 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.886, mIoU: 0.512
2023-07-25 10:27:45,199 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.886, mIoU: 0.512
2023-07-25 10:27:45,212 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 10:27:45,226 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 10:27:45,238 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 10:27:45,251 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:45,266 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:45,282 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:45,297 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:45,310 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,324 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,339 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,350 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,366 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,379 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,395 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,410 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,426 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,441 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,454 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,467 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,482 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,497 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,512 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,527 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,540 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,550 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,562 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,575 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.886, mIoU: 0.518
2023-07-25 10:27:45,586 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,601 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,614 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,628 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,644 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,659 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:45,674 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,690 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,705 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,721 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,737 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,752 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,766 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,782 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,798 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:45,811 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,824 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,840 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:45,853 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:45,870 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:45,883 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:45,898 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:45,914 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:45,932 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:45,948 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:45,961 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:45,977 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.887, mIoU: 0.517
2023-07-25 10:27:45,992 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,007 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,022 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,035 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,048 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,063 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,079 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:46,095 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:46,110 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 10:27:46,126 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 10:27:46,142 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 10:27:46,157 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,173 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,186 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 10:27:46,202 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:46,213 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:46,227 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:46,242 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.887, mIoU: 0.517
2023-07-25 10:27:46,255 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,270 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,285 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,300 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.885, mIoU: 0.513
2023-07-25 10:27:46,316 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,332 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,348 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,363 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,375 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,391 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,404 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,419 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,435 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,448 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,463 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,477 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,493 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,509 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,526 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,542 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.885, mIoU: 0.514
2023-07-25 10:27:46,557 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,571 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,584 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 10:27:46,600 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:46,613 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,627 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,643 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:46,658 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,673 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,687 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,700 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 10:27:46,716 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,732 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,748 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,761 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,774 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,789 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.885, mIoU: 0.515
2023-07-25 10:27:46,804 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 10:27:46,820 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.885, mIoU: 0.515
2023-07-25 10:27:46,835 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:46,850 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,865 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,879 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:46,895 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.886, mIoU: 0.516
2023-07-25 10:27:46,910 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 10:27:46,926 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.885, mIoU: 0.515
2023-07-25 10:27:46,941 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:46,956 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 10:27:46,970 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:46,986 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:47,001 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 10:27:47,017 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 10:27:47,030 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 10:27:47,046 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,061 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,077 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,091 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,106 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,121 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,136 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,152 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,167 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,183 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,196 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,211 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,227 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,240 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,255 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,268 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 10:27:47,278 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 10:27:47,338 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,353 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,366 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,380 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 10:27:47,396 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,411 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,427 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,444 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.884, mIoU: 0.514
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2023-07-25 10:27:47,491 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,505 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,520 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:47,536 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 10:27:47,578 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 10:27:47,593 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-25 10:27:47,608 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.884, mIoU: 0.513
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2023-07-25 10:27:47,639 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.884, mIoU: 0.512
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2023-07-25 10:27:47,695 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 10:27:47,711 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 10:27:47,727 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 10:27:47,742 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.884, mIoU: 0.513
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2023-07-25 10:27:47,771 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:47,786 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.884, mIoU: 0.513
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2023-07-25 10:27:47,986 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:48,002 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.884, mIoU: 0.514
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2023-07-25 10:27:48,152 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 10:27:48,165 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.884, mIoU: 0.514
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2023-07-25 10:27:48,238 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 10:27:48,265 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:48,280 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:48,292 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:48,307 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 10:27:48,322 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.884, mIoU: 0.516
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2023-07-25 10:27:48,353 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.884, mIoU: 0.517
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2023-07-25 10:27:48,591 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 10:27:48,694 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 10:27:48,709 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-25 10:27:48,723 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.883, mIoU: 0.516
2023-07-25 10:27:48,738 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.883, mIoU: 0.515
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2023-07-25 10:27:48,766 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.883, mIoU: 0.515
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2023-07-25 10:27:48,799 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,812 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-25 10:27:48,827 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-25 10:27:48,839 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,854 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,871 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,886 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,899 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.882, mIoU: 0.514
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2023-07-25 10:27:48,988 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:48,999 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:49,014 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:49,030 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:49,045 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:49,058 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.882, mIoU: 0.515
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2023-07-25 10:27:49,099 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,113 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:49,126 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:49,142 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:49,155 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,168 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,184 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:49,199 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,214 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,229 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,245 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,258 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,274 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,288 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,303 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,318 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:49,331 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,344 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,360 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,375 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,391 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,404 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,417 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,432 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.881, mIoU: 0.511
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2023-07-25 10:27:49,460 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,473 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.881, mIoU: 0.511
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2023-07-25 10:27:49,503 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,518 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,533 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,548 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.881, mIoU: 0.511
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2023-07-25 10:27:49,607 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 10:27:49,620 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.881, mIoU: 0.511
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2023-07-25 10:27:49,680 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.881, mIoU: 0.511
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2023-07-25 10:27:49,710 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.881, mIoU: 0.512
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2023-07-25 10:27:50,100 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:50,113 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:50,126 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,141 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,152 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,166 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,182 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,198 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,213 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,229 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,242 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,257 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,272 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,286 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,302 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,318 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,334 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,347 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,363 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,379 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,393 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,408 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,421 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,437 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,452 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,468 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,483 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,496 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,511 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,525 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,540 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,555 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,570 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,585 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,601 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,612 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,626 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,639 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,653 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,670 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,685 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,699 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,712 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,726 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,739 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,754 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:50,769 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,784 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,799 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,812 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,827 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,842 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,855 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,870 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,885 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,898 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,913 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,925 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,940 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,955 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:50,970 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,985 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:50,998 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,011 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,025 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:51,040 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,054 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,067 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,080 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,095 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,110 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,125 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,138 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,153 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,170 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,185 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,201 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,217 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,224 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,240 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,253 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,266 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:51,281 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,297 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,312 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,327 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,343 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,359 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,375 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,388 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,403 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:51,419 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:51,434 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:51,450 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:51,465 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,481 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,495 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,509 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,524 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,538 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,551 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,564 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,579 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,594 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:51,609 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-25 10:27:51,625 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,640 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,655 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,670 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:51,683 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,698 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,712 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,727 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,743 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,758 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,774 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,787 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,802 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,817 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,832 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,847 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,861 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,876 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:51,891 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,904 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,918 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,931 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,946 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,961 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,975 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:51,990 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:52,005 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-25 10:27:52,018 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,028 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,043 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,056 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,071 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:27:52,086 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,101 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,117 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,128 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,138 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,154 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,169 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 10:27:52,184 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,198 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,212 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,227 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,240 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,255 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,270 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,284 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,299 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-25 10:27:52,311 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,326 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,341 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,356 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,369 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,384 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,399 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 10:27:52,414 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,430 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,443 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,458 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,473 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.881, mIoU: 0.512
2023-07-25 10:27:52,491 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.881, mIoU: 0.513
2023-07-25 10:28:09,524 semantic_segmentation INFO: Iters: 47210/150000 || Lr: 0.014233 || Task Loss: 0.6972 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2406|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:51 || Estimated Time: 2 days, 3:33:36
2023-07-25 10:28:26,744 semantic_segmentation INFO: Iters: 47220/150000 || Lr: 0.014232 || Task Loss: 0.6221 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:09 || Estimated Time: 2 days, 3:33:17
2023-07-25 10:28:43,960 semantic_segmentation INFO: Iters: 47230/150000 || Lr: 0.014231 || Task Loss: 0.7075 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:26 || Estimated Time: 2 days, 3:32:57
2023-07-25 10:29:01,245 semantic_segmentation INFO: Iters: 47240/150000 || Lr: 0.014230 || Task Loss: 0.5376 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:43 || Estimated Time: 2 days, 3:32:37
2023-07-25 10:29:18,733 semantic_segmentation INFO: Iters: 47250/150000 || Lr: 0.014228 || Task Loss: 0.6295 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:01 || Estimated Time: 2 days, 3:32:18
2023-07-25 10:29:36,195 semantic_segmentation INFO: Iters: 47260/150000 || Lr: 0.014227 || Task Loss: 0.7257 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:18 || Estimated Time: 2 days, 3:31:58
2023-07-25 10:29:53,558 semantic_segmentation INFO: Iters: 47270/150000 || Lr: 0.014226 || Task Loss: 0.5486 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:35 || Estimated Time: 2 days, 3:31:39
2023-07-25 10:30:10,801 semantic_segmentation INFO: Iters: 47280/150000 || Lr: 0.014225 || Task Loss: 0.7506 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:53 || Estimated Time: 2 days, 3:31:19
2023-07-25 10:30:28,270 semantic_segmentation INFO: Iters: 47290/150000 || Lr: 0.014223 || Task Loss: 0.7367 || KD Loss: 0.3056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:10 || Estimated Time: 2 days, 3:31:00
2023-07-25 10:30:45,611 semantic_segmentation INFO: Iters: 47300/150000 || Lr: 0.014222 || Task Loss: 0.6728 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:27 || Estimated Time: 2 days, 3:30:40
2023-07-25 10:31:03,441 semantic_segmentation INFO: Iters: 47310/150000 || Lr: 0.014221 || Task Loss: 0.7205 || KD Loss: 0.2653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:45 || Estimated Time: 2 days, 3:30:21
2023-07-25 10:31:20,707 semantic_segmentation INFO: Iters: 47320/150000 || Lr: 0.014220 || Task Loss: 0.6253 || KD Loss: 0.1529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:02 || Estimated Time: 2 days, 3:30:02
2023-07-25 10:31:37,901 semantic_segmentation INFO: Iters: 47330/150000 || Lr: 0.014218 || Task Loss: 0.6918 || KD Loss: 0.1799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:20 || Estimated Time: 2 days, 3:29:42
2023-07-25 10:31:55,138 semantic_segmentation INFO: Iters: 47340/150000 || Lr: 0.014217 || Task Loss: 0.8680 || KD Loss: 0.3177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:37 || Estimated Time: 2 days, 3:29:22
2023-07-25 10:32:12,464 semantic_segmentation INFO: Iters: 47350/150000 || Lr: 0.014216 || Task Loss: 0.6529 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:54 || Estimated Time: 2 days, 3:29:02
2023-07-25 10:32:30,066 semantic_segmentation INFO: Iters: 47360/150000 || Lr: 0.014215 || Task Loss: 0.6990 || KD Loss: 0.2317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:12 || Estimated Time: 2 days, 3:28:43
2023-07-25 10:32:47,420 semantic_segmentation INFO: Iters: 47370/150000 || Lr: 0.014213 || Task Loss: 0.6943 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:29 || Estimated Time: 2 days, 3:28:23
2023-07-25 10:33:05,089 semantic_segmentation INFO: Iters: 47380/150000 || Lr: 0.014212 || Task Loss: 1.0170 || KD Loss: 0.4419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:47 || Estimated Time: 2 days, 3:28:05
2023-07-25 10:33:22,486 semantic_segmentation INFO: Iters: 47390/150000 || Lr: 0.014211 || Task Loss: 0.5266 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:04 || Estimated Time: 2 days, 3:27:45
2023-07-25 10:33:40,104 semantic_segmentation INFO: Iters: 47400/150000 || Lr: 0.014210 || Task Loss: 1.0433 || KD Loss: 0.2935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2491|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:22 || Estimated Time: 2 days, 3:27:26
2023-07-25 10:33:57,293 semantic_segmentation INFO: Iters: 47410/150000 || Lr: 0.014208 || Task Loss: 0.6318 || KD Loss: 0.2465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:39 || Estimated Time: 2 days, 3:27:06
2023-07-25 10:34:14,525 semantic_segmentation INFO: Iters: 47420/150000 || Lr: 0.014207 || Task Loss: 0.8217 || KD Loss: 0.3399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:56 || Estimated Time: 2 days, 3:26:46
2023-07-25 10:34:32,101 semantic_segmentation INFO: Iters: 47430/150000 || Lr: 0.014206 || Task Loss: 0.4067 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:14 || Estimated Time: 2 days, 3:26:27
2023-07-25 10:34:49,687 semantic_segmentation INFO: Iters: 47440/150000 || Lr: 0.014205 || Task Loss: 0.6669 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:31 || Estimated Time: 2 days, 3:26:08
2023-07-25 10:35:06,820 semantic_segmentation INFO: Iters: 47450/150000 || Lr: 0.014203 || Task Loss: 0.6256 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:49 || Estimated Time: 2 days, 3:25:48
2023-07-25 10:35:24,135 semantic_segmentation INFO: Iters: 47460/150000 || Lr: 0.014202 || Task Loss: 0.6994 || KD Loss: 0.2278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:06 || Estimated Time: 2 days, 3:25:29
2023-07-25 10:35:41,719 semantic_segmentation INFO: Iters: 47470/150000 || Lr: 0.014201 || Task Loss: 0.7626 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:24 || Estimated Time: 2 days, 3:25:10
2023-07-25 10:35:59,237 semantic_segmentation INFO: Iters: 47480/150000 || Lr: 0.014200 || Task Loss: 0.3937 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:41 || Estimated Time: 2 days, 3:24:50
2023-07-25 10:36:17,016 semantic_segmentation INFO: Iters: 47490/150000 || Lr: 0.014198 || Task Loss: 0.7642 || KD Loss: 0.2658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:59 || Estimated Time: 2 days, 3:24:32
2023-07-25 10:36:34,251 semantic_segmentation INFO: Iters: 47500/150000 || Lr: 0.014197 || Task Loss: 0.8906 || KD Loss: 0.3201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:16 || Estimated Time: 2 days, 3:24:12
2023-07-25 10:36:51,876 semantic_segmentation INFO: Iters: 47510/150000 || Lr: 0.014196 || Task Loss: 0.6822 || KD Loss: 0.2905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:34 || Estimated Time: 2 days, 3:23:53
2023-07-25 10:37:09,375 semantic_segmentation INFO: Iters: 47520/150000 || Lr: 0.014195 || Task Loss: 0.7784 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:51 || Estimated Time: 2 days, 3:23:34
2023-07-25 10:37:26,601 semantic_segmentation INFO: Iters: 47530/150000 || Lr: 0.014193 || Task Loss: 0.8231 || KD Loss: 0.3182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:08 || Estimated Time: 2 days, 3:23:14
2023-07-25 10:37:43,877 semantic_segmentation INFO: Iters: 47540/150000 || Lr: 0.014192 || Task Loss: 0.8783 || KD Loss: 0.3222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:26 || Estimated Time: 2 days, 3:22:54
2023-07-25 10:38:01,194 semantic_segmentation INFO: Iters: 47550/150000 || Lr: 0.014191 || Task Loss: 0.6252 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:43 || Estimated Time: 2 days, 3:22:34
2023-07-25 10:38:18,884 semantic_segmentation INFO: Iters: 47560/150000 || Lr: 0.014190 || Task Loss: 0.6629 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:01 || Estimated Time: 2 days, 3:22:16
2023-07-25 10:38:36,087 semantic_segmentation INFO: Iters: 47570/150000 || Lr: 0.014188 || Task Loss: 0.3963 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:18 || Estimated Time: 2 days, 3:21:56
2023-07-25 10:38:53,226 semantic_segmentation INFO: Iters: 47580/150000 || Lr: 0.014187 || Task Loss: 0.5954 || KD Loss: 0.1973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:35 || Estimated Time: 2 days, 3:21:36
2023-07-25 10:39:10,602 semantic_segmentation INFO: Iters: 47590/150000 || Lr: 0.014186 || Task Loss: 0.8672 || KD Loss: 0.3039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:52 || Estimated Time: 2 days, 3:21:16
2023-07-25 10:39:27,830 semantic_segmentation INFO: Iters: 47600/150000 || Lr: 0.014185 || Task Loss: 0.8205 || KD Loss: 0.2938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:10 || Estimated Time: 2 days, 3:20:56
2023-07-25 10:39:45,065 semantic_segmentation INFO: Iters: 47610/150000 || Lr: 0.014184 || Task Loss: 0.8443 || KD Loss: 0.2550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:27 || Estimated Time: 2 days, 3:20:37
2023-07-25 10:40:02,334 semantic_segmentation INFO: Iters: 47620/150000 || Lr: 0.014182 || Task Loss: 0.6339 || KD Loss: 0.1840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:44 || Estimated Time: 2 days, 3:20:17
2023-07-25 10:40:19,556 semantic_segmentation INFO: Iters: 47630/150000 || Lr: 0.014181 || Task Loss: 0.5868 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:01 || Estimated Time: 2 days, 3:19:57
2023-07-25 10:40:36,844 semantic_segmentation INFO: Iters: 47640/150000 || Lr: 0.014180 || Task Loss: 0.6144 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:19 || Estimated Time: 2 days, 3:19:37
2023-07-25 10:40:54,063 semantic_segmentation INFO: Iters: 47650/150000 || Lr: 0.014179 || Task Loss: 0.5911 || KD Loss: 0.1888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:36 || Estimated Time: 2 days, 3:19:18
2023-07-25 10:41:11,318 semantic_segmentation INFO: Iters: 47660/150000 || Lr: 0.014177 || Task Loss: 0.9667 || KD Loss: 0.3533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:53 || Estimated Time: 2 days, 3:18:58
2023-07-25 10:41:28,737 semantic_segmentation INFO: Iters: 47670/150000 || Lr: 0.014176 || Task Loss: 0.6966 || KD Loss: 0.2301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:11 || Estimated Time: 2 days, 3:18:38
2023-07-25 10:41:45,960 semantic_segmentation INFO: Iters: 47680/150000 || Lr: 0.014175 || Task Loss: 0.5485 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:28 || Estimated Time: 2 days, 3:18:18
2023-07-25 10:42:03,285 semantic_segmentation INFO: Iters: 47690/150000 || Lr: 0.014174 || Task Loss: 0.6961 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:45 || Estimated Time: 2 days, 3:17:59
2023-07-25 10:42:20,484 semantic_segmentation INFO: Iters: 47700/150000 || Lr: 0.014172 || Task Loss: 0.7009 || KD Loss: 0.2637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:55:02 || Estimated Time: 2 days, 3:17:39
2023-07-25 10:42:37,963 semantic_segmentation INFO: Iters: 47710/150000 || Lr: 0.014171 || Task Loss: 0.5387 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:55:20 || Estimated Time: 2 days, 3:17:20
2023-07-25 10:42:55,112 semantic_segmentation INFO: Iters: 47720/150000 || Lr: 0.014170 || Task Loss: 0.9580 || KD Loss: 0.2964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:55:37 || Estimated Time: 2 days, 3:17:00
2023-07-25 10:43:12,699 semantic_segmentation INFO: Iters: 47730/150000 || Lr: 0.014169 || Task Loss: 0.7216 || KD Loss: 0.2509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:55:54 || Estimated Time: 2 days, 3:16:41
2023-07-25 10:43:30,128 semantic_segmentation INFO: Iters: 47740/150000 || Lr: 0.014167 || Task Loss: 0.9889 || KD Loss: 0.4577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:12 || Estimated Time: 2 days, 3:16:21
2023-07-25 10:43:47,302 semantic_segmentation INFO: Iters: 47750/150000 || Lr: 0.014166 || Task Loss: 0.7999 || KD Loss: 0.2152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:29 || Estimated Time: 2 days, 3:16:01
2023-07-25 10:44:04,715 semantic_segmentation INFO: Iters: 47760/150000 || Lr: 0.014165 || Task Loss: 1.3866 || KD Loss: 0.6624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:46 || Estimated Time: 2 days, 3:15:42
2023-07-25 10:44:21,958 semantic_segmentation INFO: Iters: 47770/150000 || Lr: 0.014164 || Task Loss: 0.4258 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:04 || Estimated Time: 2 days, 3:15:22
2023-07-25 10:44:39,153 semantic_segmentation INFO: Iters: 47780/150000 || Lr: 0.014162 || Task Loss: 0.7291 || KD Loss: 0.2683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:21 || Estimated Time: 2 days, 3:15:02
2023-07-25 10:44:56,441 semantic_segmentation INFO: Iters: 47790/150000 || Lr: 0.014161 || Task Loss: 0.5099 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:38 || Estimated Time: 2 days, 3:14:43
2023-07-25 10:45:13,677 semantic_segmentation INFO: Iters: 47800/150000 || Lr: 0.014160 || Task Loss: 0.7874 || KD Loss: 0.2508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:55 || Estimated Time: 2 days, 3:14:23
2023-07-25 10:45:30,978 semantic_segmentation INFO: Iters: 47810/150000 || Lr: 0.014159 || Task Loss: 0.4108 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:13 || Estimated Time: 2 days, 3:14:03
2023-07-25 10:45:48,299 semantic_segmentation INFO: Iters: 47820/150000 || Lr: 0.014157 || Task Loss: 0.7091 || KD Loss: 0.2725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:30 || Estimated Time: 2 days, 3:13:44
2023-07-25 10:46:05,567 semantic_segmentation INFO: Iters: 47830/150000 || Lr: 0.014156 || Task Loss: 0.6416 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:47 || Estimated Time: 2 days, 3:13:24
2023-07-25 10:46:22,806 semantic_segmentation INFO: Iters: 47840/150000 || Lr: 0.014155 || Task Loss: 0.6768 || KD Loss: 0.2674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:05 || Estimated Time: 2 days, 3:13:04
2023-07-25 10:46:40,084 semantic_segmentation INFO: Iters: 47850/150000 || Lr: 0.014154 || Task Loss: 0.6770 || KD Loss: 0.2079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:22 || Estimated Time: 2 days, 3:12:44
2023-07-25 10:46:57,348 semantic_segmentation INFO: Iters: 47860/150000 || Lr: 0.014152 || Task Loss: 0.5849 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:39 || Estimated Time: 2 days, 3:12:25
2023-07-25 10:47:14,684 semantic_segmentation INFO: Iters: 47870/150000 || Lr: 0.014151 || Task Loss: 0.6011 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:56 || Estimated Time: 2 days, 3:12:05
2023-07-25 10:47:32,009 semantic_segmentation INFO: Iters: 47880/150000 || Lr: 0.014150 || Task Loss: 0.7351 || KD Loss: 0.2290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:00:14 || Estimated Time: 2 days, 3:11:45
2023-07-25 10:47:49,248 semantic_segmentation INFO: Iters: 47890/150000 || Lr: 0.014149 || Task Loss: 0.8526 || KD Loss: 0.2021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:00:31 || Estimated Time: 2 days, 3:11:26
2023-07-25 10:48:06,650 semantic_segmentation INFO: Iters: 47900/150000 || Lr: 0.014147 || Task Loss: 0.6295 || KD Loss: 0.1620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:00:48 || Estimated Time: 2 days, 3:11:06
2023-07-25 10:48:24,235 semantic_segmentation INFO: Iters: 47910/150000 || Lr: 0.014146 || Task Loss: 0.6403 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:06 || Estimated Time: 2 days, 3:10:47
2023-07-25 10:48:41,419 semantic_segmentation INFO: Iters: 47920/150000 || Lr: 0.014145 || Task Loss: 0.6198 || KD Loss: 0.2129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:23 || Estimated Time: 2 days, 3:10:27
2023-07-25 10:48:58,691 semantic_segmentation INFO: Iters: 47930/150000 || Lr: 0.014144 || Task Loss: 0.8409 || KD Loss: 0.3535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:40 || Estimated Time: 2 days, 3:10:08
2023-07-25 10:49:16,035 semantic_segmentation INFO: Iters: 47940/150000 || Lr: 0.014142 || Task Loss: 0.8463 || KD Loss: 0.3835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:58 || Estimated Time: 2 days, 3:09:48
2023-07-25 10:49:33,242 semantic_segmentation INFO: Iters: 47950/150000 || Lr: 0.014141 || Task Loss: 0.7624 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:15 || Estimated Time: 2 days, 3:09:28
2023-07-25 10:49:50,381 semantic_segmentation INFO: Iters: 47960/150000 || Lr: 0.014140 || Task Loss: 0.6130 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:32 || Estimated Time: 2 days, 3:09:08
2023-07-25 10:50:07,595 semantic_segmentation INFO: Iters: 47970/150000 || Lr: 0.014139 || Task Loss: 0.6829 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:49 || Estimated Time: 2 days, 3:08:49
2023-07-25 10:50:24,780 semantic_segmentation INFO: Iters: 47980/150000 || Lr: 0.014137 || Task Loss: 0.5568 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:07 || Estimated Time: 2 days, 3:08:29
2023-07-25 10:50:41,977 semantic_segmentation INFO: Iters: 47990/150000 || Lr: 0.014136 || Task Loss: 0.5344 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:24 || Estimated Time: 2 days, 3:08:09
2023-07-25 10:50:59,192 semantic_segmentation INFO: Iters: 48000/150000 || Lr: 0.014135 || Task Loss: 0.5524 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:41 || Estimated Time: 2 days, 3:07:49
2023-07-25 10:50:59,319 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:50:59,718 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 10:50:59,735 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.130
2023-07-25 10:50:59,748 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.142
2023-07-25 10:50:59,762 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.938, mIoU: 0.137
2023-07-25 10:50:59,775 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.878, mIoU: 0.166
2023-07-25 10:50:59,788 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.893, mIoU: 0.210
2023-07-25 10:50:59,802 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.902, mIoU: 0.251
2023-07-25 10:50:59,817 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.912, mIoU: 0.276
2023-07-25 10:50:59,829 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.906, mIoU: 0.284
2023-07-25 10:50:59,844 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.906, mIoU: 0.314
2023-07-25 10:50:59,858 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.892, mIoU: 0.320
2023-07-25 10:50:59,873 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.896, mIoU: 0.321
2023-07-25 10:50:59,885 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.860, mIoU: 0.316
2023-07-25 10:50:59,899 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.861, mIoU: 0.302
2023-07-25 10:50:59,913 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.867, mIoU: 0.295
2023-07-25 10:50:59,926 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.872, mIoU: 0.294
2023-07-25 10:50:59,936 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.866, mIoU: 0.286
2023-07-25 10:50:59,949 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.869, mIoU: 0.287
2023-07-25 10:50:59,963 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.873, mIoU: 0.293
2023-07-25 10:50:59,979 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.877, mIoU: 0.337
2023-07-25 10:50:59,994 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.882, mIoU: 0.338
2023-07-25 10:51:00,009 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.883, mIoU: 0.345
2023-07-25 10:51:00,024 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.878, mIoU: 0.370
2023-07-25 10:51:00,040 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.876, mIoU: 0.369
2023-07-25 10:51:00,055 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.878, mIoU: 0.384
2023-07-25 10:51:00,070 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.394
2023-07-25 10:51:00,084 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.878, mIoU: 0.391
2023-07-25 10:51:00,096 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.881, mIoU: 0.391
2023-07-25 10:51:00,111 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.383
2023-07-25 10:51:00,126 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.881, mIoU: 0.383
2023-07-25 10:51:00,139 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-25 10:51:00,154 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.887, mIoU: 0.383
2023-07-25 10:51:00,169 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.888, mIoU: 0.388
2023-07-25 10:51:00,184 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.889, mIoU: 0.386
2023-07-25 10:51:00,199 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.890, mIoU: 0.423
2023-07-25 10:51:00,215 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.892, mIoU: 0.424
2023-07-25 10:51:00,229 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.894, mIoU: 0.425
2023-07-25 10:51:00,242 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.896, mIoU: 0.439
2023-07-25 10:51:00,260 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.898, mIoU: 0.453
2023-07-25 10:51:00,274 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.898, mIoU: 0.454
2023-07-25 10:51:00,288 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.465
2023-07-25 10:51:00,303 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.465
2023-07-25 10:51:00,319 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.462
2023-07-25 10:51:00,333 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.890, mIoU: 0.462
2023-07-25 10:51:00,348 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.889, mIoU: 0.462
2023-07-25 10:51:00,364 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.890, mIoU: 0.466
2023-07-25 10:51:00,378 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.892, mIoU: 0.471
2023-07-25 10:51:00,391 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.891, mIoU: 0.471
2023-07-25 10:51:00,406 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-25 10:51:00,422 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.892, mIoU: 0.471
2023-07-25 10:51:00,438 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.892, mIoU: 0.471
2023-07-25 10:51:00,454 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.894, mIoU: 0.471
2023-07-25 10:51:00,467 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.469
2023-07-25 10:51:00,483 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.894, mIoU: 0.468
2023-07-25 10:51:00,498 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.893, mIoU: 0.466
2023-07-25 10:51:00,511 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.891, mIoU: 0.460
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2023-07-25 10:51:06,382 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.880, mIoU: 0.511
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2023-07-25 10:51:06,549 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.880, mIoU: 0.515
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2023-07-25 10:51:06,625 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.881, mIoU: 0.520
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2023-07-25 10:51:06,696 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 10:51:06,711 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 10:51:06,726 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.881, mIoU: 0.520
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2023-07-25 10:51:06,757 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.881, mIoU: 0.523
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2023-07-25 10:51:06,837 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.882, mIoU: 0.525
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2023-07-25 10:51:06,881 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.883, mIoU: 0.527
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2023-07-25 10:51:06,904 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.883, mIoU: 0.527
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2023-07-25 10:51:06,963 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 10:51:06,979 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.884, mIoU: 0.529
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2023-07-25 10:51:07,009 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.884, mIoU: 0.530
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2023-07-25 10:51:07,038 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.884, mIoU: 0.531
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2023-07-25 10:51:07,071 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.885, mIoU: 0.531
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2023-07-25 10:51:07,309 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.885, mIoU: 0.538
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2023-07-25 10:51:07,382 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 10:51:07,393 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 10:51:07,434 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 10:51:07,476 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 10:51:07,530 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-25 10:51:07,561 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 10:51:07,667 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:07,694 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:07,741 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:07,803 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 10:51:07,833 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:07,848 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:07,861 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:07,876 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:07,891 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:07,921 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 10:51:07,934 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.887, mIoU: 0.544
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2023-07-25 10:51:07,982 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.887, mIoU: 0.544
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2023-07-25 10:51:08,228 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:08,242 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:08,257 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:08,273 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 10:51:08,286 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 10:51:08,301 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:08,548 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:08,579 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.888, mIoU: 0.546
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2023-07-25 10:51:08,669 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 10:51:08,728 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-25 10:51:09,116 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 10:51:09,190 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 10:51:09,308 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 10:51:09,321 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 10:51:09,335 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 10:51:09,351 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 10:51:09,366 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 10:51:09,379 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 10:51:09,394 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 10:51:09,409 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,425 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,439 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,452 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,460 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,475 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,491 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 10:51:09,507 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 10:51:09,523 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 10:51:09,538 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 10:51:09,553 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,570 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,585 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,598 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 10:51:09,613 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 10:51:09,627 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 10:51:09,642 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 10:51:09,657 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 10:51:09,670 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 10:51:09,683 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 10:51:09,696 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 10:51:09,710 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 10:51:09,723 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,736 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 10:51:09,750 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 10:51:09,764 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 10:51:09,779 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 10:51:09,791 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 10:51:09,805 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 10:51:09,818 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 10:51:09,830 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 10:51:09,845 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 10:51:09,861 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 10:51:09,876 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:09,892 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:09,907 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:09,922 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:09,935 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:09,951 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:09,966 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 10:51:09,983 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 10:51:10,000 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 10:51:10,015 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 10:51:10,031 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 10:51:10,044 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 10:51:10,057 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,070 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 10:51:10,085 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 10:51:10,101 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,114 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,127 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,142 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,156 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,171 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,186 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,201 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,214 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,229 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,242 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,257 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,272 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,286 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,303 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,316 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,332 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,348 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,361 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,374 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,390 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,406 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,421 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,436 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 10:51:10,448 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 10:51:10,462 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 10:51:10,476 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 10:51:10,489 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 10:51:10,504 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:10,521 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 10:51:10,534 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:10,549 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:10,562 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:10,577 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:10,592 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:10,605 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:10,618 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:10,633 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:10,648 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:10,661 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,677 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:10,692 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:10,706 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:10,720 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:10,735 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,750 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,767 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:10,781 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:10,795 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,809 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,824 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,838 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,851 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,866 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:10,881 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:10,894 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,910 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,925 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:10,941 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,956 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,969 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,982 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:10,996 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:11,010 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:11,023 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:11,036 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:11,052 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,066 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,080 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,095 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,111 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,127 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,143 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:11,156 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,169 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,185 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,200 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,216 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,231 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,244 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,257 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,268 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,284 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,300 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,314 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,328 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,339 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,352 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,366 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,381 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,394 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,408 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:11,421 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,436 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,449 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,465 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,478 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,493 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,509 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,522 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,538 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,553 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,568 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 10:51:11,583 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 10:51:11,598 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 10:51:11,613 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,628 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,642 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:11,657 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:11,672 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,686 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,699 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,712 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,729 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,743 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,759 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,774 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,786 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,800 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,816 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,831 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,844 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,860 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,875 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,888 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,903 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,919 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,934 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 10:51:11,947 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:11,959 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 10:51:11,976 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:11,991 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 10:51:12,006 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,020 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,035 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,050 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,065 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,080 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,093 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,108 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:12,121 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:12,136 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:12,150 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 10:51:12,163 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,178 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,191 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,205 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,220 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,235 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,249 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,264 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,278 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,292 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,308 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,323 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,339 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,354 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,364 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,378 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,391 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,406 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,421 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,436 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:12,449 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,464 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,480 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,494 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,510 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,526 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,539 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,555 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,570 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,586 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,599 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,614 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,629 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:12,645 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:12,658 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 10:51:12,673 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:12,688 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:12,702 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:12,716 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,731 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,745 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,759 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,772 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,787 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,802 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,817 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,832 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,848 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,863 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:12,877 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:12,890 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:12,906 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,919 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,932 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,948 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,963 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,978 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:12,994 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,008 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,021 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,037 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,052 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:13,065 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,080 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,093 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,109 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:13,123 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,140 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,156 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,170 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,180 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,196 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,212 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,225 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,240 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,256 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,271 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,284 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,299 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,314 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,330 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,345 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,359 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 10:51:13,376 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,391 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,404 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,419 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,434 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,448 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:13,460 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,475 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,490 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,506 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,513 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,527 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:13,540 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,552 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,564 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,580 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,595 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,610 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,622 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,635 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,650 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,661 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:13,676 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:13,690 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,705 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,721 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,736 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,751 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,763 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,776 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,792 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,807 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,822 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,837 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,850 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,861 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,872 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,885 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 10:51:13,897 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,912 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 10:51:13,925 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,941 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:13,957 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,973 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:13,987 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,003 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,018 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,034 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,050 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,064 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,079 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,094 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,110 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,123 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,137 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,152 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,164 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,181 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,194 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,209 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,224 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,242 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 10:51:14,257 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 10:51:14,270 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 10:51:14,285 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 10:51:14,300 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,315 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,330 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,343 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,357 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,372 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,388 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 10:51:14,404 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 10:51:14,419 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,435 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,451 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 10:51:14,466 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,481 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,495 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 10:51:14,510 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,521 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,535 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,550 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:14,562 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,578 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,593 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,608 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,624 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,640 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,654 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,669 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,682 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,697 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,710 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,725 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,741 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,754 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,769 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,783 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 10:51:14,798 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,814 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,830 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,846 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,861 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,875 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,888 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:14,904 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:14,918 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:14,932 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,948 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,963 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,978 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 10:51:14,991 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,005 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,020 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,036 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,051 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:15,064 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,077 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:15,092 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 10:51:15,107 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,122 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,137 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,153 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,168 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:15,183 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:15,199 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 10:51:15,215 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 10:51:15,230 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 10:51:15,245 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,260 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:15,273 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:15,289 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:15,304 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:15,320 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:15,333 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 10:51:15,348 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,363 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,379 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,393 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,408 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,423 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,438 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,454 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,469 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,484 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,498 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,513 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,530 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:15,543 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:15,558 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,571 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 10:51:15,580 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,596 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,611 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,624 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 10:51:15,640 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,655 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,668 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,681 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,696 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,711 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,726 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,743 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 10:51:15,804 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 10:51:15,835 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 10:51:15,851 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,864 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,877 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,893 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 10:51:15,924 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 10:51:15,968 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,982 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:15,995 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:16,010 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:16,025 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.887, mIoU: 0.541
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2023-07-25 10:51:16,276 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 10:51:16,381 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 10:51:16,396 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:16,411 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:16,425 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:16,441 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:16,454 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.887, mIoU: 0.541
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2023-07-25 10:51:16,499 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.888, mIoU: 0.542
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2023-07-25 10:51:16,585 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 10:51:16,600 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.888, mIoU: 0.542
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2023-07-25 10:51:16,862 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 10:51:16,878 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.887, mIoU: 0.541
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2023-07-25 10:51:17,031 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 10:51:17,088 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.885, mIoU: 0.539
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2023-07-25 10:51:17,141 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 10:51:17,157 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 10:51:17,171 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 10:51:17,184 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.885, mIoU: 0.539
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2023-07-25 10:51:17,314 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 10:51:17,329 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.885, mIoU: 0.540
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2023-07-25 10:51:17,806 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 10:51:17,821 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 10:51:17,836 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-25 10:51:17,894 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 10:51:17,907 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-25 10:51:18,038 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.884, mIoU: 0.535
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2023-07-25 10:51:18,114 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,127 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,141 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:18,171 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,185 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 10:51:18,200 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-25 10:51:18,260 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:18,290 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,303 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,316 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:18,329 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:18,397 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 10:51:18,541 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 10:51:18,618 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.884, mIoU: 0.535
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2023-07-25 10:51:18,787 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.884, mIoU: 0.537
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2023-07-25 10:51:18,879 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:19,248 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:19,319 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 10:51:19,334 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:19,621 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.884, mIoU: 0.536
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2023-07-25 10:51:19,918 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.884, mIoU: 0.535
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2023-07-25 10:51:20,645 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.885, mIoU: 0.534
2023-07-25 10:51:20,660 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.885, mIoU: 0.534
2023-07-25 10:51:20,675 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 10:51:20,689 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 10:51:20,705 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 10:51:20,718 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 10:51:20,732 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 10:51:20,747 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 10:51:20,763 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 10:51:38,018 semantic_segmentation INFO: Iters: 48010/150000 || Lr: 0.014134 || Task Loss: 0.5168 || KD Loss: 0.1468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:20 || Estimated Time: 2 days, 3:08:15
2023-07-25 10:51:55,039 semantic_segmentation INFO: Iters: 48020/150000 || Lr: 0.014132 || Task Loss: 0.4486 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:37 || Estimated Time: 2 days, 3:07:55
2023-07-25 10:52:12,305 semantic_segmentation INFO: Iters: 48030/150000 || Lr: 0.014131 || Task Loss: 0.8303 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:54 || Estimated Time: 2 days, 3:07:35
2023-07-25 10:52:29,512 semantic_segmentation INFO: Iters: 48040/150000 || Lr: 0.014130 || Task Loss: 0.6399 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:11 || Estimated Time: 2 days, 3:07:15
2023-07-25 10:52:46,844 semantic_segmentation INFO: Iters: 48050/150000 || Lr: 0.014129 || Task Loss: 1.1382 || KD Loss: 0.4368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:29 || Estimated Time: 2 days, 3:06:56
2023-07-25 10:53:04,437 semantic_segmentation INFO: Iters: 48060/150000 || Lr: 0.014127 || Task Loss: 0.6993 || KD Loss: 0.2938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:46 || Estimated Time: 2 days, 3:06:37
2023-07-25 10:53:21,553 semantic_segmentation INFO: Iters: 48070/150000 || Lr: 0.014126 || Task Loss: 0.9256 || KD Loss: 0.4390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:03 || Estimated Time: 2 days, 3:06:17
2023-07-25 10:53:38,740 semantic_segmentation INFO: Iters: 48080/150000 || Lr: 0.014125 || Task Loss: 0.7326 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:21 || Estimated Time: 2 days, 3:05:57
2023-07-25 10:53:56,473 semantic_segmentation INFO: Iters: 48090/150000 || Lr: 0.014124 || Task Loss: 0.5019 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:38 || Estimated Time: 2 days, 3:05:38
2023-07-25 10:54:13,761 semantic_segmentation INFO: Iters: 48100/150000 || Lr: 0.014122 || Task Loss: 0.6217 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:56 || Estimated Time: 2 days, 3:05:18
2023-07-25 10:54:30,965 semantic_segmentation INFO: Iters: 48110/150000 || Lr: 0.014121 || Task Loss: 0.4953 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:13 || Estimated Time: 2 days, 3:04:59
2023-07-25 10:54:48,234 semantic_segmentation INFO: Iters: 48120/150000 || Lr: 0.014120 || Task Loss: 0.8500 || KD Loss: 0.3273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:30 || Estimated Time: 2 days, 3:04:39
2023-07-25 10:55:05,688 semantic_segmentation INFO: Iters: 48130/150000 || Lr: 0.014119 || Task Loss: 0.6968 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:47 || Estimated Time: 2 days, 3:04:20
2023-07-25 10:55:22,986 semantic_segmentation INFO: Iters: 48140/150000 || Lr: 0.014117 || Task Loss: 0.7011 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:05 || Estimated Time: 2 days, 3:04:00
2023-07-25 10:55:40,187 semantic_segmentation INFO: Iters: 48150/150000 || Lr: 0.014116 || Task Loss: 0.5359 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:22 || Estimated Time: 2 days, 3:03:40
2023-07-25 10:55:57,735 semantic_segmentation INFO: Iters: 48160/150000 || Lr: 0.014115 || Task Loss: 0.4815 || KD Loss: 0.1540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:40 || Estimated Time: 2 days, 3:03:21
2023-07-25 10:56:15,027 semantic_segmentation INFO: Iters: 48170/150000 || Lr: 0.014114 || Task Loss: 0.4744 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:57 || Estimated Time: 2 days, 3:03:01
2023-07-25 10:56:32,288 semantic_segmentation INFO: Iters: 48180/150000 || Lr: 0.014112 || Task Loss: 0.5196 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:14 || Estimated Time: 2 days, 3:02:42
2023-07-25 10:56:49,340 semantic_segmentation INFO: Iters: 48190/150000 || Lr: 0.014111 || Task Loss: 0.5683 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:31 || Estimated Time: 2 days, 3:02:22
2023-07-25 10:57:06,659 semantic_segmentation INFO: Iters: 48200/150000 || Lr: 0.014110 || Task Loss: 0.5369 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:48 || Estimated Time: 2 days, 3:02:02
2023-07-25 10:57:23,935 semantic_segmentation INFO: Iters: 48210/150000 || Lr: 0.014109 || Task Loss: 1.0394 || KD Loss: 0.3293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:06 || Estimated Time: 2 days, 3:01:42
2023-07-25 10:57:41,676 semantic_segmentation INFO: Iters: 48220/150000 || Lr: 0.014107 || Task Loss: 0.8090 || KD Loss: 0.3034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:23 || Estimated Time: 2 days, 3:01:23
2023-07-25 10:57:58,845 semantic_segmentation INFO: Iters: 48230/150000 || Lr: 0.014106 || Task Loss: 0.6428 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:41 || Estimated Time: 2 days, 3:01:04
2023-07-25 10:58:16,171 semantic_segmentation INFO: Iters: 48240/150000 || Lr: 0.014105 || Task Loss: 0.7940 || KD Loss: 0.4009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:58 || Estimated Time: 2 days, 3:00:44
2023-07-25 10:58:33,373 semantic_segmentation INFO: Iters: 48250/150000 || Lr: 0.014104 || Task Loss: 0.6647 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:15 || Estimated Time: 2 days, 3:00:24
2023-07-25 10:58:50,665 semantic_segmentation INFO: Iters: 48260/150000 || Lr: 0.014102 || Task Loss: 0.5363 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:32 || Estimated Time: 2 days, 3:00:05
2023-07-25 10:59:07,967 semantic_segmentation INFO: Iters: 48270/150000 || Lr: 0.014101 || Task Loss: 0.7977 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:50 || Estimated Time: 2 days, 2:59:45
2023-07-25 10:59:25,213 semantic_segmentation INFO: Iters: 48280/150000 || Lr: 0.014100 || Task Loss: 0.6983 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:07 || Estimated Time: 2 days, 2:59:25
2023-07-25 10:59:42,519 semantic_segmentation INFO: Iters: 48290/150000 || Lr: 0.014099 || Task Loss: 1.0802 || KD Loss: 0.3435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2439|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:24 || Estimated Time: 2 days, 2:59:06
2023-07-25 10:59:59,815 semantic_segmentation INFO: Iters: 48300/150000 || Lr: 0.014097 || Task Loss: 0.5154 || KD Loss: 0.1398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:42 || Estimated Time: 2 days, 2:58:46
2023-07-25 11:00:17,119 semantic_segmentation INFO: Iters: 48310/150000 || Lr: 0.014096 || Task Loss: 0.6914 || KD Loss: 0.1651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:59 || Estimated Time: 2 days, 2:58:26
2023-07-25 11:00:34,419 semantic_segmentation INFO: Iters: 48320/150000 || Lr: 0.014095 || Task Loss: 0.5810 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:16 || Estimated Time: 2 days, 2:58:07
2023-07-25 11:00:51,803 semantic_segmentation INFO: Iters: 48330/150000 || Lr: 0.014094 || Task Loss: 0.6102 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:34 || Estimated Time: 2 days, 2:57:47
2023-07-25 11:01:09,012 semantic_segmentation INFO: Iters: 48340/150000 || Lr: 0.014092 || Task Loss: 0.4291 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:51 || Estimated Time: 2 days, 2:57:27
2023-07-25 11:01:26,324 semantic_segmentation INFO: Iters: 48350/150000 || Lr: 0.014091 || Task Loss: 0.5706 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:08 || Estimated Time: 2 days, 2:57:08
2023-07-25 11:01:43,727 semantic_segmentation INFO: Iters: 48360/150000 || Lr: 0.014090 || Task Loss: 0.5681 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:26 || Estimated Time: 2 days, 2:56:49
2023-07-25 11:02:00,865 semantic_segmentation INFO: Iters: 48370/150000 || Lr: 0.014089 || Task Loss: 0.6151 || KD Loss: 0.2301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:43 || Estimated Time: 2 days, 2:56:29
2023-07-25 11:02:18,096 semantic_segmentation INFO: Iters: 48380/150000 || Lr: 0.014087 || Task Loss: 0.6675 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:00 || Estimated Time: 2 days, 2:56:09
2023-07-25 11:02:35,272 semantic_segmentation INFO: Iters: 48390/150000 || Lr: 0.014086 || Task Loss: 0.6155 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:17 || Estimated Time: 2 days, 2:55:49
2023-07-25 11:02:52,482 semantic_segmentation INFO: Iters: 48400/150000 || Lr: 0.014085 || Task Loss: 0.6455 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:34 || Estimated Time: 2 days, 2:55:29
2023-07-25 11:03:09,850 semantic_segmentation INFO: Iters: 48410/150000 || Lr: 0.014084 || Task Loss: 0.5745 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:52 || Estimated Time: 2 days, 2:55:10
2023-07-25 11:03:27,155 semantic_segmentation INFO: Iters: 48420/150000 || Lr: 0.014082 || Task Loss: 0.5964 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:09 || Estimated Time: 2 days, 2:54:50
2023-07-25 11:03:44,922 semantic_segmentation INFO: Iters: 48430/150000 || Lr: 0.014081 || Task Loss: 0.5455 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:27 || Estimated Time: 2 days, 2:54:31
2023-07-25 11:04:02,052 semantic_segmentation INFO: Iters: 48440/150000 || Lr: 0.014080 || Task Loss: 0.6394 || KD Loss: 0.1915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:44 || Estimated Time: 2 days, 2:54:12
2023-07-25 11:04:19,279 semantic_segmentation INFO: Iters: 48450/150000 || Lr: 0.014079 || Task Loss: 0.5805 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:01 || Estimated Time: 2 days, 2:53:52
2023-07-25 11:04:36,501 semantic_segmentation INFO: Iters: 48460/150000 || Lr: 0.014077 || Task Loss: 0.6136 || KD Loss: 0.2184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:18 || Estimated Time: 2 days, 2:53:32
2023-07-25 11:04:53,709 semantic_segmentation INFO: Iters: 48470/150000 || Lr: 0.014076 || Task Loss: 0.6956 || KD Loss: 0.2275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:35 || Estimated Time: 2 days, 2:53:12
2023-07-25 11:05:11,026 semantic_segmentation INFO: Iters: 48480/150000 || Lr: 0.014075 || Task Loss: 0.5603 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:53 || Estimated Time: 2 days, 2:52:53
2023-07-25 11:05:28,703 semantic_segmentation INFO: Iters: 48490/150000 || Lr: 0.014074 || Task Loss: 0.4846 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:10 || Estimated Time: 2 days, 2:52:34
2023-07-25 11:05:45,936 semantic_segmentation INFO: Iters: 48500/150000 || Lr: 0.014072 || Task Loss: 0.6279 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:28 || Estimated Time: 2 days, 2:52:14
2023-07-25 11:06:03,348 semantic_segmentation INFO: Iters: 48510/150000 || Lr: 0.014071 || Task Loss: 0.7950 || KD Loss: 0.2880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:45 || Estimated Time: 2 days, 2:51:55
2023-07-25 11:06:20,837 semantic_segmentation INFO: Iters: 48520/150000 || Lr: 0.014070 || Task Loss: 0.6303 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:03 || Estimated Time: 2 days, 2:51:36
2023-07-25 11:06:37,979 semantic_segmentation INFO: Iters: 48530/150000 || Lr: 0.014069 || Task Loss: 0.6994 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:20 || Estimated Time: 2 days, 2:51:16
2023-07-25 11:06:55,156 semantic_segmentation INFO: Iters: 48540/150000 || Lr: 0.014068 || Task Loss: 0.5135 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:37 || Estimated Time: 2 days, 2:50:56
2023-07-25 11:07:12,297 semantic_segmentation INFO: Iters: 48550/150000 || Lr: 0.014066 || Task Loss: 0.6118 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:54 || Estimated Time: 2 days, 2:50:36
2023-07-25 11:07:29,550 semantic_segmentation INFO: Iters: 48560/150000 || Lr: 0.014065 || Task Loss: 0.7357 || KD Loss: 0.2496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:11 || Estimated Time: 2 days, 2:50:16
2023-07-25 11:07:46,787 semantic_segmentation INFO: Iters: 48570/150000 || Lr: 0.014064 || Task Loss: 1.1290 || KD Loss: 0.3976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:29 || Estimated Time: 2 days, 2:49:56
2023-07-25 11:08:04,048 semantic_segmentation INFO: Iters: 48580/150000 || Lr: 0.014063 || Task Loss: 0.7579 || KD Loss: 0.2972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:46 || Estimated Time: 2 days, 2:49:37
2023-07-25 11:08:21,255 semantic_segmentation INFO: Iters: 48590/150000 || Lr: 0.014061 || Task Loss: 0.6826 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:03 || Estimated Time: 2 days, 2:49:17
2023-07-25 11:08:38,458 semantic_segmentation INFO: Iters: 48600/150000 || Lr: 0.014060 || Task Loss: 0.7697 || KD Loss: 0.1890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2501|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:20 || Estimated Time: 2 days, 2:48:57
2023-07-25 11:08:55,670 semantic_segmentation INFO: Iters: 48610/150000 || Lr: 0.014059 || Task Loss: 0.6096 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:37 || Estimated Time: 2 days, 2:48:37
2023-07-25 11:09:13,071 semantic_segmentation INFO: Iters: 48620/150000 || Lr: 0.014058 || Task Loss: 0.8574 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:55 || Estimated Time: 2 days, 2:48:18
2023-07-25 11:09:30,276 semantic_segmentation INFO: Iters: 48630/150000 || Lr: 0.014056 || Task Loss: 0.5730 || KD Loss: 0.2119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:22:12 || Estimated Time: 2 days, 2:47:58
2023-07-25 11:09:47,805 semantic_segmentation INFO: Iters: 48640/150000 || Lr: 0.014055 || Task Loss: 0.7149 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:22:30 || Estimated Time: 2 days, 2:47:39
2023-07-25 11:10:04,976 semantic_segmentation INFO: Iters: 48650/150000 || Lr: 0.014054 || Task Loss: 0.9229 || KD Loss: 0.2387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:22:47 || Estimated Time: 2 days, 2:47:19
2023-07-25 11:10:22,223 semantic_segmentation INFO: Iters: 48660/150000 || Lr: 0.014053 || Task Loss: 0.7265 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:04 || Estimated Time: 2 days, 2:47:00
2023-07-25 11:10:39,608 semantic_segmentation INFO: Iters: 48670/150000 || Lr: 0.014051 || Task Loss: 0.6361 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:21 || Estimated Time: 2 days, 2:46:40
2023-07-25 11:10:56,847 semantic_segmentation INFO: Iters: 48680/150000 || Lr: 0.014050 || Task Loss: 0.6674 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:39 || Estimated Time: 2 days, 2:46:21
2023-07-25 11:11:14,102 semantic_segmentation INFO: Iters: 48690/150000 || Lr: 0.014049 || Task Loss: 0.5851 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:56 || Estimated Time: 2 days, 2:46:01
2023-07-25 11:11:31,242 semantic_segmentation INFO: Iters: 48700/150000 || Lr: 0.014048 || Task Loss: 0.8221 || KD Loss: 0.3330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:13 || Estimated Time: 2 days, 2:45:41
2023-07-25 11:11:49,124 semantic_segmentation INFO: Iters: 48710/150000 || Lr: 0.014046 || Task Loss: 0.6104 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:31 || Estimated Time: 2 days, 2:45:23
2023-07-25 11:12:06,518 semantic_segmentation INFO: Iters: 48720/150000 || Lr: 0.014045 || Task Loss: 0.6412 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:48 || Estimated Time: 2 days, 2:45:03
2023-07-25 11:12:23,662 semantic_segmentation INFO: Iters: 48730/150000 || Lr: 0.014044 || Task Loss: 0.6511 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:05 || Estimated Time: 2 days, 2:44:43
2023-07-25 11:12:40,849 semantic_segmentation INFO: Iters: 48740/150000 || Lr: 0.014043 || Task Loss: 0.6436 || KD Loss: 0.1687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:23 || Estimated Time: 2 days, 2:44:23
2023-07-25 11:12:58,080 semantic_segmentation INFO: Iters: 48750/150000 || Lr: 0.014041 || Task Loss: 0.6792 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:40 || Estimated Time: 2 days, 2:44:04
2023-07-25 11:13:15,264 semantic_segmentation INFO: Iters: 48760/150000 || Lr: 0.014040 || Task Loss: 0.5857 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:57 || Estimated Time: 2 days, 2:43:44
2023-07-25 11:13:32,457 semantic_segmentation INFO: Iters: 48770/150000 || Lr: 0.014039 || Task Loss: 0.6666 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:14 || Estimated Time: 2 days, 2:43:24
2023-07-25 11:13:49,674 semantic_segmentation INFO: Iters: 48780/150000 || Lr: 0.014038 || Task Loss: 0.8907 || KD Loss: 0.3183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:31 || Estimated Time: 2 days, 2:43:04
2023-07-25 11:14:07,087 semantic_segmentation INFO: Iters: 48790/150000 || Lr: 0.014036 || Task Loss: 0.6275 || KD Loss: 0.2268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:49 || Estimated Time: 2 days, 2:42:45
2023-07-25 11:14:24,266 semantic_segmentation INFO: Iters: 48800/150000 || Lr: 0.014035 || Task Loss: 0.6569 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:06 || Estimated Time: 2 days, 2:42:25
2023-07-25 11:14:24,396 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 11:14:24,815 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.090
2023-07-25 11:14:24,829 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.917, mIoU: 0.124
2023-07-25 11:14:24,841 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.923, mIoU: 0.125
2023-07-25 11:14:24,855 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.933, mIoU: 0.128
2023-07-25 11:14:24,868 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.893, mIoU: 0.168
2023-07-25 11:14:24,880 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.903, mIoU: 0.214
2023-07-25 11:14:24,894 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.911, mIoU: 0.254
2023-07-25 11:14:24,908 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.920, mIoU: 0.260
2023-07-25 11:14:24,920 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.913, mIoU: 0.258
2023-07-25 11:14:24,934 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.905, mIoU: 0.271
2023-07-25 11:14:24,947 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.891, mIoU: 0.276
2023-07-25 11:14:24,962 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.898, mIoU: 0.284
2023-07-25 11:14:24,974 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.862, mIoU: 0.272
2023-07-25 11:14:24,988 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.816, mIoU: 0.270
2023-07-25 11:14:25,003 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.815, mIoU: 0.256
2023-07-25 11:14:25,016 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.823, mIoU: 0.256
2023-07-25 11:14:25,026 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.818, mIoU: 0.249
2023-07-25 11:14:25,039 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.815, mIoU: 0.244
2023-07-25 11:14:25,053 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.819, mIoU: 0.250
2023-07-25 11:14:25,069 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.825, mIoU: 0.293
2023-07-25 11:14:25,083 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.834, mIoU: 0.295
2023-07-25 11:14:25,099 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.837, mIoU: 0.292
2023-07-25 11:14:25,113 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.834, mIoU: 0.318
2023-07-25 11:14:25,129 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.834, mIoU: 0.318
2023-07-25 11:14:25,144 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.838, mIoU: 0.335
2023-07-25 11:14:25,158 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.839, mIoU: 0.340
2023-07-25 11:14:25,172 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.841, mIoU: 0.336
2023-07-25 11:14:25,183 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.836, mIoU: 0.327
2023-07-25 11:14:25,199 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.835, mIoU: 0.320
2023-07-25 11:14:25,213 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.841, mIoU: 0.321
2023-07-25 11:14:25,226 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.845, mIoU: 0.321
2023-07-25 11:14:25,241 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.850, mIoU: 0.322
2023-07-25 11:14:25,256 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.846, mIoU: 0.322
2023-07-25 11:14:25,270 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.848, mIoU: 0.322
2023-07-25 11:14:25,285 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.847, mIoU: 0.348
2023-07-25 11:14:25,299 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.849, mIoU: 0.348
2023-07-25 11:14:25,312 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.852, mIoU: 0.345
2023-07-25 11:14:25,324 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.855, mIoU: 0.386
2023-07-25 11:14:25,340 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.858, mIoU: 0.397
2023-07-25 11:14:25,352 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.858, mIoU: 0.398
2023-07-25 11:14:25,365 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.859, mIoU: 0.414
2023-07-25 11:14:25,380 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.863, mIoU: 0.414
2023-07-25 11:14:25,395 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.862, mIoU: 0.416
2023-07-25 11:14:25,409 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.864, mIoU: 0.416
2023-07-25 11:14:25,424 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.863, mIoU: 0.419
2023-07-25 11:14:25,440 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.865, mIoU: 0.422
2023-07-25 11:14:25,453 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.867, mIoU: 0.426
2023-07-25 11:14:25,466 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.867, mIoU: 0.426
2023-07-25 11:14:25,480 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.866, mIoU: 0.418
2023-07-25 11:14:25,497 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.866, mIoU: 0.416
2023-07-25 11:14:25,513 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.866, mIoU: 0.413
2023-07-25 11:14:25,528 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.868, mIoU: 0.413
2023-07-25 11:14:25,542 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.870, mIoU: 0.409
2023-07-25 11:14:25,557 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.870, mIoU: 0.409
2023-07-25 11:14:25,573 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.872, mIoU: 0.416
2023-07-25 11:14:25,586 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.870, mIoU: 0.414
2023-07-25 11:14:25,602 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.871, mIoU: 0.414
2023-07-25 11:14:25,620 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.874, mIoU: 0.413
2023-07-25 11:14:25,633 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.866, mIoU: 0.398
2023-07-25 11:14:25,649 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.864, mIoU: 0.400
2023-07-25 11:14:25,663 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.860, mIoU: 0.392
2023-07-25 11:14:25,679 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.862, mIoU: 0.391
2023-07-25 11:14:25,692 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.863, mIoU: 0.391
2023-07-25 11:14:25,711 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.861, mIoU: 0.394
2023-07-25 11:14:25,725 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.863, mIoU: 0.396
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2023-07-25 11:14:25,756 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.866, mIoU: 0.397
2023-07-25 11:14:25,770 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.867, mIoU: 0.435
2023-07-25 11:14:25,786 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.869, mIoU: 0.439
2023-07-25 11:14:25,801 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.865, mIoU: 0.436
2023-07-25 11:14:25,817 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 11:14:25,830 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 11:14:25,846 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.867, mIoU: 0.455
2023-07-25 11:14:25,861 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-25 11:14:25,876 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.870, mIoU: 0.458
2023-07-25 11:14:25,892 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.871, mIoU: 0.457
2023-07-25 11:14:25,907 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-25 11:14:25,916 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.868, mIoU: 0.453
2023-07-25 11:14:25,931 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.869, mIoU: 0.477
2023-07-25 11:14:25,948 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.870, mIoU: 0.482
2023-07-25 11:14:25,961 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:25,976 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:25,991 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:26,006 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-25 11:14:26,022 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-25 11:14:26,037 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-25 11:14:26,053 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.866, mIoU: 0.463
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2023-07-25 11:14:26,084 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-25 11:14:26,112 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-25 11:14:26,128 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-25 11:14:26,143 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.862, mIoU: 0.446
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2023-07-25 11:14:26,233 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.866, mIoU: 0.462
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2023-07-25 11:14:26,263 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.867, mIoU: 0.461
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2023-07-25 11:14:26,403 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-25 11:14:26,417 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 11:14:26,432 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.866, mIoU: 0.457
2023-07-25 11:14:26,447 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-25 11:14:26,463 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.868, mIoU: 0.462
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2023-07-25 11:14:26,490 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-25 11:14:26,505 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 11:14:26,519 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-25 11:14:26,534 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-25 11:14:26,550 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.865, mIoU: 0.453
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2023-07-25 11:14:26,629 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.868, mIoU: 0.451
2023-07-25 11:14:26,645 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.863, mIoU: 0.442
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2023-07-25 11:14:26,811 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.864, mIoU: 0.442
2023-07-25 11:14:26,827 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.865, mIoU: 0.444
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2023-07-25 11:14:26,858 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-25 11:14:26,874 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-25 11:14:26,890 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.866, mIoU: 0.447
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2023-07-25 11:14:27,857 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.858, mIoU: 0.446
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2023-07-25 11:14:30,812 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 11:14:30,825 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 11:14:30,837 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 11:14:30,852 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-25 11:14:30,867 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-25 11:14:30,882 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-25 11:14:30,897 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-25 11:14:30,911 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 11:14:30,927 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-25 11:14:30,942 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.863, mIoU: 0.460
2023-07-25 11:14:30,958 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.860, mIoU: 0.457
2023-07-25 11:14:30,971 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 11:14:30,987 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.861, mIoU: 0.461
2023-07-25 11:14:31,000 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-25 11:14:31,018 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.861, mIoU: 0.461
2023-07-25 11:14:31,031 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.861, mIoU: 0.463
2023-07-25 11:14:31,046 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.861, mIoU: 0.463
2023-07-25 11:14:31,062 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.861, mIoU: 0.463
2023-07-25 11:14:31,075 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,090 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.861, mIoU: 0.461
2023-07-25 11:14:31,106 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,119 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,134 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,150 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-25 11:14:31,164 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,180 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,195 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,210 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-25 11:14:31,226 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,241 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-25 11:14:31,256 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-25 11:14:31,271 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,286 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,299 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,312 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-25 11:14:31,329 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-25 11:14:31,346 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,361 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.862, mIoU: 0.459
2023-07-25 11:14:31,377 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,390 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,406 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,420 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,430 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-25 11:14:31,445 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 11:14:31,460 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 11:14:31,475 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 11:14:31,490 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-25 11:14:31,507 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-25 11:14:31,522 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-25 11:14:31,537 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.860, mIoU: 0.458
2023-07-25 11:14:31,546 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 11:14:31,557 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.861, mIoU: 0.458
2023-07-25 11:14:31,570 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-25 11:14:31,583 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-25 11:14:31,599 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-25 11:14:31,612 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-25 11:14:31,627 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,643 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,658 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,673 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,688 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,701 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.862, mIoU: 0.463
2023-07-25 11:14:31,716 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.862, mIoU: 0.466
2023-07-25 11:14:31,732 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.863, mIoU: 0.465
2023-07-25 11:14:31,746 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.863, mIoU: 0.466
2023-07-25 11:14:31,762 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.863, mIoU: 0.466
2023-07-25 11:14:31,774 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.863, mIoU: 0.466
2023-07-25 11:14:31,789 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.863, mIoU: 0.466
2023-07-25 11:14:31,804 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.863, mIoU: 0.466
2023-07-25 11:14:31,820 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.863, mIoU: 0.467
2023-07-25 11:14:31,835 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.863, mIoU: 0.467
2023-07-25 11:14:31,850 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 11:14:31,860 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 11:14:31,874 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.864, mIoU: 0.469
2023-07-25 11:14:31,889 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 11:14:31,905 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.863, mIoU: 0.469
2023-07-25 11:14:31,918 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.863, mIoU: 0.469
2023-07-25 11:14:31,931 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.863, mIoU: 0.469
2023-07-25 11:14:31,945 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.863, mIoU: 0.470
2023-07-25 11:14:31,961 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.863, mIoU: 0.471
2023-07-25 11:14:31,977 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.864, mIoU: 0.471
2023-07-25 11:14:31,992 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 11:14:32,001 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 11:14:32,017 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 11:14:32,032 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 11:14:32,046 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.864, mIoU: 0.472
2023-07-25 11:14:32,061 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.865, mIoU: 0.474
2023-07-25 11:14:32,077 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.865, mIoU: 0.474
2023-07-25 11:14:32,090 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.865, mIoU: 0.475
2023-07-25 11:14:32,106 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 11:14:32,120 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.865, mIoU: 0.475
2023-07-25 11:14:32,136 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 11:14:32,152 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 11:14:32,168 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:32,184 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:32,198 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 11:14:32,211 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:32,226 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 11:14:32,242 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.865, mIoU: 0.475
2023-07-25 11:14:32,256 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.866, mIoU: 0.476
2023-07-25 11:14:32,270 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.866, mIoU: 0.476
2023-07-25 11:14:32,286 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:32,302 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 11:14:32,317 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 11:14:32,330 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 11:14:32,344 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.864, mIoU: 0.475
2023-07-25 11:14:32,360 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 11:14:32,376 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 11:14:32,391 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.864, mIoU: 0.477
2023-07-25 11:14:32,407 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 11:14:32,421 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 11:14:32,436 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:32,452 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:32,465 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 11:14:32,481 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:14:32,493 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.866, mIoU: 0.485
2023-07-25 11:14:32,509 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.866, mIoU: 0.485
2023-07-25 11:14:32,522 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,535 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 11:14:32,548 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 11:14:32,563 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.866, mIoU: 0.487
2023-07-25 11:14:32,578 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.866, mIoU: 0.487
2023-07-25 11:14:32,593 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,608 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,616 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,632 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 11:14:32,647 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,662 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,677 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.865, mIoU: 0.484
2023-07-25 11:14:32,692 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,705 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,718 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,733 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,748 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 11:14:32,764 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.866, mIoU: 0.484
2023-07-25 11:14:32,777 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,791 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.865, mIoU: 0.483
2023-07-25 11:14:32,806 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 11:14:32,822 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 11:14:32,837 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.866, mIoU: 0.483
2023-07-25 11:14:32,851 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 11:14:32,866 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 11:14:32,882 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 11:14:32,899 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 11:14:32,912 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 11:14:32,929 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:32,944 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:32,958 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:32,973 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:32,988 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,003 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,018 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,031 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,046 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 11:14:33,061 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 11:14:33,078 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:14:33,088 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:14:33,103 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 11:14:33,119 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.865, mIoU: 0.481
2023-07-25 11:14:33,131 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 11:14:33,146 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 11:14:33,159 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 11:14:33,175 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 11:14:33,190 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,206 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,219 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,232 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 11:14:33,245 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.864, mIoU: 0.479
2023-07-25 11:14:33,261 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,276 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,292 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,307 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,322 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,335 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,351 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.865, mIoU: 0.480
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2023-07-25 11:14:33,395 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,410 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,425 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.865, mIoU: 0.479
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2023-07-25 11:14:33,455 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:33,466 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,481 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:14:33,496 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,510 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,525 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,540 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,552 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,567 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,582 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,597 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,611 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,626 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,641 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,657 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,671 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:33,687 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:33,702 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:33,717 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:33,733 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:33,747 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:33,760 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:33,775 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:33,791 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:33,806 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:33,820 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:33,836 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:14:33,849 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,865 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:33,880 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,896 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,911 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:33,927 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,942 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:14:33,957 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:14:33,971 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:33,986 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 11:14:34,001 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:34,019 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:34,034 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 11:14:34,049 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:34,059 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,072 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,087 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,100 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,115 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,128 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,142 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,157 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,173 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,188 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,204 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,218 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,233 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,247 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,262 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,277 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:34,293 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,308 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:14:34,323 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,339 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,352 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.866, mIoU: 0.479
2023-07-25 11:14:34,367 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,383 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:34,395 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:34,409 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:34,423 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,438 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,453 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,466 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,480 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:34,496 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,510 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,523 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:34,536 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,543 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,558 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,573 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:34,588 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,605 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,621 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,637 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,653 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:34,669 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,682 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,698 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,713 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,728 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 11:14:34,744 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,758 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,771 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:34,785 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,799 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:34,812 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:34,825 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,839 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:34,853 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:34,869 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:34,880 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:34,894 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:34,907 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:34,918 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:34,933 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:34,948 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:34,963 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:34,978 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:34,993 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:35,008 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:35,021 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:35,037 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:35,053 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:35,070 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 11:14:35,086 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,102 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:35,118 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:35,131 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:35,144 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:35,158 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,173 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,190 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,204 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,217 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,233 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,247 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,262 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,277 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,292 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:35,305 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,320 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,333 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,347 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,362 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,376 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,392 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,405 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,421 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,437 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,450 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,463 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,479 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:35,495 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,510 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,525 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:35,537 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:35,550 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:35,564 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:35,578 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:35,593 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:35,610 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 11:14:35,624 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.870, mIoU: 0.489
2023-07-25 11:14:35,639 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,653 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,668 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,683 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,697 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,710 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,726 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,741 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,754 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,770 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,786 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,800 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,813 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,829 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,844 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:35,860 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:35,874 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:35,888 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,901 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,916 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,929 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,942 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,956 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,971 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:35,985 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,001 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,016 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,032 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,047 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 11:14:36,060 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,073 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.870, mIoU: 0.488
2023-07-25 11:14:36,087 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,100 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,112 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:36,125 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:36,141 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,154 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,167 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,181 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,196 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.870, mIoU: 0.487
2023-07-25 11:14:36,211 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:36,227 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:36,240 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:36,254 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,270 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,285 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:36,301 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,316 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,330 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,343 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,354 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,370 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,386 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,401 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,415 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,426 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,440 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,455 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,470 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,484 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,499 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:36,513 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,528 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,542 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,557 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:36,570 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:36,585 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:36,600 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:36,614 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:36,629 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,644 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,660 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,675 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,690 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,706 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:36,721 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:36,735 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:36,750 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:36,766 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,779 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,793 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,807 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,823 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,838 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,855 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,870 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,883 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,897 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,914 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,929 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:36,942 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,958 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,972 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:36,986 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,000 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,016 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 11:14:37,031 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 11:14:37,044 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,056 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.871, mIoU: 0.490
2023-07-25 11:14:37,073 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,089 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,104 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,117 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,133 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,148 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.871, mIoU: 0.490
2023-07-25 11:14:37,164 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.871, mIoU: 0.490
2023-07-25 11:14:37,179 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.871, mIoU: 0.491
2023-07-25 11:14:37,192 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.871, mIoU: 0.491
2023-07-25 11:14:37,208 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 11:14:37,221 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-25 11:14:37,236 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 11:14:37,251 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-25 11:14:37,264 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 11:14:37,280 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 11:14:37,293 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-25 11:14:37,308 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,323 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 11:14:37,338 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 11:14:37,353 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.872, mIoU: 0.489
2023-07-25 11:14:37,367 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,382 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.871, mIoU: 0.489
2023-07-25 11:14:37,396 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:37,412 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:37,426 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:37,442 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:37,457 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-25 11:14:37,467 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,482 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,496 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,512 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,527 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,544 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,557 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,573 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:37,589 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,604 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,620 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,637 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:37,651 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,667 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,682 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,698 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:37,711 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,726 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.872, mIoU: 0.488
2023-07-25 11:14:37,741 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,757 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,770 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,784 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,799 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,812 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:37,827 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:37,842 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:37,855 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:37,869 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:37,883 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:37,898 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:37,914 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:37,930 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:37,945 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.870, mIoU: 0.483
2023-07-25 11:14:37,961 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:37,976 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:37,990 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,003 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,019 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,033 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,046 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,062 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,077 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,092 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,109 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,122 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,135 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,152 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,167 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,180 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,195 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,208 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,224 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,238 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:38,255 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.871, mIoU: 0.484
2023-07-25 11:14:38,270 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,285 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,294 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,311 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 11:14:38,327 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,340 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,355 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,370 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,386 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,399 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,415 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,430 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,446 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,462 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,477 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.871, mIoU: 0.482
2023-07-25 11:14:38,494 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,509 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,523 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,538 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,553 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,567 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-25 11:14:38,580 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:38,595 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,610 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,625 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,632 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:38,645 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,658 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,670 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,682 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,696 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,711 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,726 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,738 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:38,751 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:38,766 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:38,777 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:38,792 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:38,806 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,821 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,836 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,851 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:38,866 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,877 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,890 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,906 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,921 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,936 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:38,952 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,965 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,976 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:38,987 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,000 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,012 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,027 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,040 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.872, mIoU: 0.483
2023-07-25 11:14:39,055 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,071 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,086 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,101 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,117 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,132 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,148 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,164 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,179 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,194 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,209 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,225 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,238 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:39,251 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:39,267 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:39,280 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:39,296 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:39,309 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:39,325 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:39,341 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,359 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,375 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,389 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,404 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,419 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,435 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,450 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,463 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,476 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,491 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,507 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 11:14:39,522 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.874, mIoU: 0.490
2023-07-25 11:14:39,537 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,552 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,568 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.874, mIoU: 0.489
2023-07-25 11:14:39,582 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 11:14:39,597 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,610 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,625 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,635 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,648 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,663 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,675 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.873, mIoU: 0.488
2023-07-25 11:14:39,690 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.873, mIoU: 0.487
2023-07-25 11:14:39,704 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:39,719 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,736 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,752 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:39,767 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,783 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,796 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,812 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,825 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,841 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,856 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,870 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:39,886 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,899 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,915 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,931 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,947 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,962 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,977 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:39,990 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:40,003 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 11:14:40,019 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,032 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,045 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,060 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,075 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,090 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,103 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,116 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,132 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,148 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,164 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,178 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,191 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,206 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,222 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.872, mIoU: 0.485
2023-07-25 11:14:40,238 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,253 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,268 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,283 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,298 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,313 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,329 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,344 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:40,358 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,374 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,387 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-25 11:14:40,402 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,418 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,433 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.872, mIoU: 0.486
2023-07-25 11:14:40,446 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,461 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,476 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,492 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,505 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,520 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,535 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,550 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,566 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,581 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,597 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,610 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:40,626 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:40,642 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:40,656 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,671 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,684 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,693 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,709 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,724 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,737 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:40,753 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:40,768 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,781 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,794 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,809 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,824 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,839 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,856 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,870 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,887 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,901 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,914 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:40,929 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,944 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,959 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:40,971 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:40,984 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:40,999 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,014 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,029 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,044 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:41,057 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:41,072 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,086 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 11:14:41,100 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,115 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,131 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,146 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,161 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,174 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-25 11:14:41,189 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,204 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,219 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,234 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,248 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,263 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,276 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,289 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:41,302 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:41,317 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:41,332 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,346 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,361 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,372 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,385 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,401 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,416 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,429 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,444 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,460 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,474 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,488 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,502 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.871, mIoU: 0.486
2023-07-25 11:14:41,516 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,529 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,544 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,556 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,570 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,585 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,601 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,616 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,631 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,644 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,659 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,675 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,687 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,702 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.870, mIoU: 0.485
2023-07-25 11:14:41,717 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.870, mIoU: 0.485
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2023-07-25 11:14:41,747 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.870, mIoU: 0.485
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2023-07-25 11:14:41,787 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:41,802 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.870, mIoU: 0.486
2023-07-25 11:14:41,816 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:41,829 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.869, mIoU: 0.484
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2023-07-25 11:14:41,873 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.869, mIoU: 0.485
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2023-07-25 11:14:41,956 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 11:14:41,970 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.869, mIoU: 0.484
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2023-07-25 11:14:41,999 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.869, mIoU: 0.485
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2023-07-25 11:14:42,076 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:42,091 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:42,105 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:42,121 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:42,134 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,148 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.869, mIoU: 0.484
2023-07-25 11:14:42,164 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.869, mIoU: 0.485
2023-07-25 11:14:42,180 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,192 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,207 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,219 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,233 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,249 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,264 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,276 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,291 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,307 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,322 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,333 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,348 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,362 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,373 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,388 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 11:14:42,403 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 11:14:42,418 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,431 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 11:14:42,444 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,459 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 11:14:42,473 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,488 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:14:42,501 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-25 11:14:42,517 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,530 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,544 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.868, mIoU: 0.483
2023-07-25 11:14:42,559 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,574 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,589 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,604 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,620 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:42,633 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,648 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,662 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,677 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:14:42,692 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:14:42,705 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,717 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,733 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,748 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,762 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,775 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,789 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,804 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,820 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,833 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,847 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.867, mIoU: 0.481
2023-07-25 11:14:42,863 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,878 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,894 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,909 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,924 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,940 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,953 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,968 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:42,983 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:42,996 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,011 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,026 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,041 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,055 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,070 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,085 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,099 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,114 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,128 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,143 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:43,158 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:43,172 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 11:14:43,187 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:43,202 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:43,215 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:43,228 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:43,244 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 11:14:43,260 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,273 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,289 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,305 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,320 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,335 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 11:14:43,350 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,365 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,380 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,394 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,407 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,419 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,432 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,445 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,459 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.867, mIoU: 0.478
2023-07-25 11:14:43,474 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,487 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,500 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,514 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,525 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,539 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,553 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,568 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,583 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,597 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,610 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,625 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,639 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,652 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,667 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,682 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,698 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,711 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,726 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,742 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,756 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,771 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,783 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,798 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,813 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,828 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.867, mIoU: 0.479
2023-07-25 11:14:43,843 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,856 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,871 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,886 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,901 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,916 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,932 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,947 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,963 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,973 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:43,988 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,001 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,015 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,032 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,047 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,061 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:14:44,074 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,087 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,100 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,115 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,129 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,144 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,158 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,171 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,186 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,201 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,214 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,228 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,243 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,257 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,272 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,283 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,299 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,314 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,329 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,344 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,357 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,369 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,384 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,399 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,413 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,426 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,439 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.868, mIoU: 0.481
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2023-07-25 11:14:44,470 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:44,485 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:44,498 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.868, mIoU: 0.481
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2023-07-25 11:14:44,561 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.868, mIoU: 0.482
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2023-07-25 11:14:44,613 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.868, mIoU: 0.482
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2023-07-25 11:14:44,702 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.867, mIoU: 0.480
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2023-07-25 11:14:44,760 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.867, mIoU: 0.479
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2023-07-25 11:14:44,838 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 11:14:44,851 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 11:14:44,866 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 11:14:44,881 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.868, mIoU: 0.479
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2023-07-25 11:14:44,909 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.868, mIoU: 0.480
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2023-07-25 11:14:44,967 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,982 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:44,997 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,012 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.868, mIoU: 0.480
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2023-07-25 11:14:45,040 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.868, mIoU: 0.479
2023-07-25 11:14:45,055 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,068 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,083 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,099 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,114 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,128 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,142 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,157 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,172 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,188 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,203 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,218 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,233 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,248 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,262 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,277 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,291 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,306 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,322 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,337 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:14:45,353 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,368 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,382 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,392 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,408 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,421 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,436 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,451 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.869, mIoU: 0.481
2023-07-25 11:14:45,466 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:14:45,481 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,492 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,501 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,518 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,533 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,548 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,561 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,575 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,590 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,603 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,618 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,632 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,646 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,661 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,674 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,688 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,703 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,718 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,731 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,746 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.869, mIoU: 0.481
2023-07-25 11:14:45,760 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 11:14:45,775 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,790 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,803 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,818 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,832 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:14:45,849 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 11:15:03,062 semantic_segmentation INFO: Iters: 48810/150000 || Lr: 0.014034 || Task Loss: 0.7521 || KD Loss: 0.2968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:45 || Estimated Time: 2 days, 2:42:50
2023-07-25 11:15:20,076 semantic_segmentation INFO: Iters: 48820/150000 || Lr: 0.014033 || Task Loss: 0.8607 || KD Loss: 0.2448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:02 || Estimated Time: 2 days, 2:42:30
2023-07-25 11:15:37,743 semantic_segmentation INFO: Iters: 48830/150000 || Lr: 0.014031 || Task Loss: 0.5826 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:20 || Estimated Time: 2 days, 2:42:11
2023-07-25 11:15:54,847 semantic_segmentation INFO: Iters: 48840/150000 || Lr: 0.014030 || Task Loss: 0.7654 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:37 || Estimated Time: 2 days, 2:41:51
2023-07-25 11:16:12,255 semantic_segmentation INFO: Iters: 48850/150000 || Lr: 0.014029 || Task Loss: 0.7297 || KD Loss: 0.2581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:54 || Estimated Time: 2 days, 2:41:32
2023-07-25 11:16:29,402 semantic_segmentation INFO: Iters: 48860/150000 || Lr: 0.014028 || Task Loss: 0.7704 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:11 || Estimated Time: 2 days, 2:41:12
2023-07-25 11:16:46,919 semantic_segmentation INFO: Iters: 48870/150000 || Lr: 0.014026 || Task Loss: 0.8779 || KD Loss: 0.2436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:29 || Estimated Time: 2 days, 2:40:53
2023-07-25 11:17:04,546 semantic_segmentation INFO: Iters: 48880/150000 || Lr: 0.014025 || Task Loss: 0.5317 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:46 || Estimated Time: 2 days, 2:40:34
2023-07-25 11:17:21,664 semantic_segmentation INFO: Iters: 48890/150000 || Lr: 0.014024 || Task Loss: 0.7419 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:03 || Estimated Time: 2 days, 2:40:14
2023-07-25 11:17:38,922 semantic_segmentation INFO: Iters: 48900/150000 || Lr: 0.014023 || Task Loss: 0.3556 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:21 || Estimated Time: 2 days, 2:39:54
2023-07-25 11:17:56,310 semantic_segmentation INFO: Iters: 48910/150000 || Lr: 0.014021 || Task Loss: 0.8922 || KD Loss: 0.2391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2406|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:38 || Estimated Time: 2 days, 2:39:35
2023-07-25 11:18:13,538 semantic_segmentation INFO: Iters: 48920/150000 || Lr: 0.014020 || Task Loss: 0.6975 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:55 || Estimated Time: 2 days, 2:39:15
2023-07-25 11:18:30,763 semantic_segmentation INFO: Iters: 48930/150000 || Lr: 0.014019 || Task Loss: 0.6326 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:13 || Estimated Time: 2 days, 2:38:56
2023-07-25 11:18:48,032 semantic_segmentation INFO: Iters: 48940/150000 || Lr: 0.014018 || Task Loss: 0.6893 || KD Loss: 0.2469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:30 || Estimated Time: 2 days, 2:38:36
2023-07-25 11:19:05,871 semantic_segmentation INFO: Iters: 48950/150000 || Lr: 0.014016 || Task Loss: 0.7096 || KD Loss: 0.2419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:48 || Estimated Time: 2 days, 2:38:17
2023-07-25 11:19:23,454 semantic_segmentation INFO: Iters: 48960/150000 || Lr: 0.014015 || Task Loss: 0.9912 || KD Loss: 0.3845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:05 || Estimated Time: 2 days, 2:37:58
2023-07-25 11:19:40,390 semantic_segmentation INFO: Iters: 48970/150000 || Lr: 0.014014 || Task Loss: 0.5458 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:22 || Estimated Time: 2 days, 2:37:38
2023-07-25 11:19:57,985 semantic_segmentation INFO: Iters: 48980/150000 || Lr: 0.014013 || Task Loss: 0.8490 || KD Loss: 0.2838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:40 || Estimated Time: 2 days, 2:37:19
2023-07-25 11:20:15,390 semantic_segmentation INFO: Iters: 48990/150000 || Lr: 0.014011 || Task Loss: 0.8593 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:57 || Estimated Time: 2 days, 2:37:00
2023-07-25 11:20:32,516 semantic_segmentation INFO: Iters: 49000/150000 || Lr: 0.014010 || Task Loss: 0.5941 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:14 || Estimated Time: 2 days, 2:36:40
2023-07-25 11:20:49,885 semantic_segmentation INFO: Iters: 49010/150000 || Lr: 0.014009 || Task Loss: 0.7276 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:32 || Estimated Time: 2 days, 2:36:20
2023-07-25 11:21:07,139 semantic_segmentation INFO: Iters: 49020/150000 || Lr: 0.014008 || Task Loss: 0.4937 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:49 || Estimated Time: 2 days, 2:36:01
2023-07-25 11:21:24,715 semantic_segmentation INFO: Iters: 49030/150000 || Lr: 0.014006 || Task Loss: 0.6953 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:06 || Estimated Time: 2 days, 2:35:42
2023-07-25 11:21:41,833 semantic_segmentation INFO: Iters: 49040/150000 || Lr: 0.014005 || Task Loss: 0.7252 || KD Loss: 0.2334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:24 || Estimated Time: 2 days, 2:35:22
2023-07-25 11:21:59,053 semantic_segmentation INFO: Iters: 49050/150000 || Lr: 0.014004 || Task Loss: 0.6217 || KD Loss: 0.2347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:41 || Estimated Time: 2 days, 2:35:02
2023-07-25 11:22:16,349 semantic_segmentation INFO: Iters: 49060/150000 || Lr: 0.014003 || Task Loss: 0.6013 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:58 || Estimated Time: 2 days, 2:34:43
2023-07-25 11:22:33,633 semantic_segmentation INFO: Iters: 49070/150000 || Lr: 0.014001 || Task Loss: 0.5816 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:15 || Estimated Time: 2 days, 2:34:23
2023-07-25 11:22:50,947 semantic_segmentation INFO: Iters: 49080/150000 || Lr: 0.014000 || Task Loss: 0.5960 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:33 || Estimated Time: 2 days, 2:34:03
2023-07-25 11:23:08,337 semantic_segmentation INFO: Iters: 49090/150000 || Lr: 0.013999 || Task Loss: 0.7649 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:50 || Estimated Time: 2 days, 2:33:44
2023-07-25 11:23:25,571 semantic_segmentation INFO: Iters: 49100/150000 || Lr: 0.013998 || Task Loss: 0.5431 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:07 || Estimated Time: 2 days, 2:33:24
2023-07-25 11:23:42,695 semantic_segmentation INFO: Iters: 49110/150000 || Lr: 0.013996 || Task Loss: 0.6953 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:24 || Estimated Time: 2 days, 2:33:04
2023-07-25 11:23:59,875 semantic_segmentation INFO: Iters: 49120/150000 || Lr: 0.013995 || Task Loss: 0.9717 || KD Loss: 0.2320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:42 || Estimated Time: 2 days, 2:32:45
2023-07-25 11:24:17,381 semantic_segmentation INFO: Iters: 49130/150000 || Lr: 0.013994 || Task Loss: 0.6678 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:59 || Estimated Time: 2 days, 2:32:26
2023-07-25 11:24:34,546 semantic_segmentation INFO: Iters: 49140/150000 || Lr: 0.013993 || Task Loss: 0.6323 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:16 || Estimated Time: 2 days, 2:32:06
2023-07-25 11:24:51,796 semantic_segmentation INFO: Iters: 49150/150000 || Lr: 0.013991 || Task Loss: 0.8692 || KD Loss: 0.3137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:34 || Estimated Time: 2 days, 2:31:46
2023-07-25 11:25:09,155 semantic_segmentation INFO: Iters: 49160/150000 || Lr: 0.013990 || Task Loss: 0.4494 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:51 || Estimated Time: 2 days, 2:31:27
2023-07-25 11:25:26,517 semantic_segmentation INFO: Iters: 49170/150000 || Lr: 0.013989 || Task Loss: 0.5468 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:08 || Estimated Time: 2 days, 2:31:07
2023-07-25 11:25:43,618 semantic_segmentation INFO: Iters: 49180/150000 || Lr: 0.013988 || Task Loss: 0.7301 || KD Loss: 0.2694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:25 || Estimated Time: 2 days, 2:30:47
2023-07-25 11:26:00,980 semantic_segmentation INFO: Iters: 49190/150000 || Lr: 0.013986 || Task Loss: 1.0071 || KD Loss: 0.3526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:43 || Estimated Time: 2 days, 2:30:28
2023-07-25 11:26:18,103 semantic_segmentation INFO: Iters: 49200/150000 || Lr: 0.013985 || Task Loss: 0.5450 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:00 || Estimated Time: 2 days, 2:30:08
2023-07-25 11:26:35,439 semantic_segmentation INFO: Iters: 49210/150000 || Lr: 0.013984 || Task Loss: 0.5159 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:17 || Estimated Time: 2 days, 2:29:49
2023-07-25 11:26:53,175 semantic_segmentation INFO: Iters: 49220/150000 || Lr: 0.013983 || Task Loss: 0.6262 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:35 || Estimated Time: 2 days, 2:29:30
2023-07-25 11:27:10,226 semantic_segmentation INFO: Iters: 49230/150000 || Lr: 0.013981 || Task Loss: 0.8195 || KD Loss: 0.2641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:52 || Estimated Time: 2 days, 2:29:10
2023-07-25 11:27:27,794 semantic_segmentation INFO: Iters: 49240/150000 || Lr: 0.013980 || Task Loss: 0.9241 || KD Loss: 0.2924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:10 || Estimated Time: 2 days, 2:28:51
2023-07-25 11:27:44,838 semantic_segmentation INFO: Iters: 49250/150000 || Lr: 0.013979 || Task Loss: 0.6773 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:27 || Estimated Time: 2 days, 2:28:31
2023-07-25 11:28:02,046 semantic_segmentation INFO: Iters: 49260/150000 || Lr: 0.013978 || Task Loss: 0.6192 || KD Loss: 0.1857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:44 || Estimated Time: 2 days, 2:28:11
2023-07-25 11:28:19,557 semantic_segmentation INFO: Iters: 49270/150000 || Lr: 0.013976 || Task Loss: 0.6335 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:01 || Estimated Time: 2 days, 2:27:52
2023-07-25 11:28:36,749 semantic_segmentation INFO: Iters: 49280/150000 || Lr: 0.013975 || Task Loss: 0.4117 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:19 || Estimated Time: 2 days, 2:27:32
2023-07-25 11:28:53,961 semantic_segmentation INFO: Iters: 49290/150000 || Lr: 0.013974 || Task Loss: 0.5704 || KD Loss: 0.1983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:36 || Estimated Time: 2 days, 2:27:12
2023-07-25 11:29:11,198 semantic_segmentation INFO: Iters: 49300/150000 || Lr: 0.013973 || Task Loss: 0.6919 || KD Loss: 0.2322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:53 || Estimated Time: 2 days, 2:26:53
2023-07-25 11:29:28,747 semantic_segmentation INFO: Iters: 49310/150000 || Lr: 0.013971 || Task Loss: 0.9162 || KD Loss: 0.3458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:11 || Estimated Time: 2 days, 2:26:34
2023-07-25 11:29:45,854 semantic_segmentation INFO: Iters: 49320/150000 || Lr: 0.013970 || Task Loss: 0.6717 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:28 || Estimated Time: 2 days, 2:26:14
2023-07-25 11:30:02,978 semantic_segmentation INFO: Iters: 49330/150000 || Lr: 0.013969 || Task Loss: 0.4775 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:45 || Estimated Time: 2 days, 2:25:54
2023-07-25 11:30:20,378 semantic_segmentation INFO: Iters: 49340/150000 || Lr: 0.013968 || Task Loss: 0.7636 || KD Loss: 0.2442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:02 || Estimated Time: 2 days, 2:25:35
2023-07-25 11:30:37,452 semantic_segmentation INFO: Iters: 49350/150000 || Lr: 0.013966 || Task Loss: 0.5767 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:19 || Estimated Time: 2 days, 2:25:15
2023-07-25 11:30:55,183 semantic_segmentation INFO: Iters: 49360/150000 || Lr: 0.013965 || Task Loss: 0.8186 || KD Loss: 0.2757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:37 || Estimated Time: 2 days, 2:24:56
2023-07-25 11:31:12,277 semantic_segmentation INFO: Iters: 49370/150000 || Lr: 0.013964 || Task Loss: 0.5422 || KD Loss: 0.1562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:54 || Estimated Time: 2 days, 2:24:36
2023-07-25 11:31:29,729 semantic_segmentation INFO: Iters: 49380/150000 || Lr: 0.013963 || Task Loss: 0.6089 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:44:12 || Estimated Time: 2 days, 2:24:17
2023-07-25 11:31:46,930 semantic_segmentation INFO: Iters: 49390/150000 || Lr: 0.013961 || Task Loss: 0.9281 || KD Loss: 0.3052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:44:29 || Estimated Time: 2 days, 2:23:57
2023-07-25 11:32:04,401 semantic_segmentation INFO: Iters: 49400/150000 || Lr: 0.013960 || Task Loss: 0.4954 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:44:46 || Estimated Time: 2 days, 2:23:38
2023-07-25 11:32:21,886 semantic_segmentation INFO: Iters: 49410/150000 || Lr: 0.013959 || Task Loss: 0.7036 || KD Loss: 0.2158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:04 || Estimated Time: 2 days, 2:23:19
2023-07-25 11:32:38,945 semantic_segmentation INFO: Iters: 49420/150000 || Lr: 0.013958 || Task Loss: 0.5533 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:21 || Estimated Time: 2 days, 2:22:59
2023-07-25 11:32:56,150 semantic_segmentation INFO: Iters: 49430/150000 || Lr: 0.013956 || Task Loss: 0.6081 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:38 || Estimated Time: 2 days, 2:22:39
2023-07-25 11:33:13,437 semantic_segmentation INFO: Iters: 49440/150000 || Lr: 0.013955 || Task Loss: 0.6204 || KD Loss: 0.2661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:55 || Estimated Time: 2 days, 2:22:19
2023-07-25 11:33:31,113 semantic_segmentation INFO: Iters: 49450/150000 || Lr: 0.013954 || Task Loss: 0.5086 || KD Loss: 0.1422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:13 || Estimated Time: 2 days, 2:22:01
2023-07-25 11:33:48,241 semantic_segmentation INFO: Iters: 49460/150000 || Lr: 0.013953 || Task Loss: 1.0358 || KD Loss: 0.4060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:30 || Estimated Time: 2 days, 2:21:41
2023-07-25 11:34:05,522 semantic_segmentation INFO: Iters: 49470/150000 || Lr: 0.013951 || Task Loss: 0.9779 || KD Loss: 0.4118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:47 || Estimated Time: 2 days, 2:21:21
2023-07-25 11:34:22,757 semantic_segmentation INFO: Iters: 49480/150000 || Lr: 0.013950 || Task Loss: 0.7479 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:05 || Estimated Time: 2 days, 2:21:02
2023-07-25 11:34:39,961 semantic_segmentation INFO: Iters: 49490/150000 || Lr: 0.013949 || Task Loss: 0.5410 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:22 || Estimated Time: 2 days, 2:20:42
2023-07-25 11:34:57,280 semantic_segmentation INFO: Iters: 49500/150000 || Lr: 0.013948 || Task Loss: 0.4403 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:39 || Estimated Time: 2 days, 2:20:22
2023-07-25 11:35:14,816 semantic_segmentation INFO: Iters: 49510/150000 || Lr: 0.013946 || Task Loss: 0.6455 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:57 || Estimated Time: 2 days, 2:20:03
2023-07-25 11:35:32,270 semantic_segmentation INFO: Iters: 49520/150000 || Lr: 0.013945 || Task Loss: 0.9044 || KD Loss: 0.2666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:14 || Estimated Time: 2 days, 2:19:44
2023-07-25 11:35:49,393 semantic_segmentation INFO: Iters: 49530/150000 || Lr: 0.013944 || Task Loss: 0.6142 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:31 || Estimated Time: 2 days, 2:19:24
2023-07-25 11:36:06,726 semantic_segmentation INFO: Iters: 49540/150000 || Lr: 0.013943 || Task Loss: 0.6039 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:49 || Estimated Time: 2 days, 2:19:05
2023-07-25 11:36:24,094 semantic_segmentation INFO: Iters: 49550/150000 || Lr: 0.013941 || Task Loss: 0.5698 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:06 || Estimated Time: 2 days, 2:18:45
2023-07-25 11:36:41,405 semantic_segmentation INFO: Iters: 49560/150000 || Lr: 0.013940 || Task Loss: 0.6933 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:23 || Estimated Time: 2 days, 2:18:26
2023-07-25 11:36:58,503 semantic_segmentation INFO: Iters: 49570/150000 || Lr: 0.013939 || Task Loss: 0.6711 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2461|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:40 || Estimated Time: 2 days, 2:18:06
2023-07-25 11:37:15,813 semantic_segmentation INFO: Iters: 49580/150000 || Lr: 0.013938 || Task Loss: 0.5779 || KD Loss: 0.2031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:58 || Estimated Time: 2 days, 2:17:46
2023-07-25 11:37:33,161 semantic_segmentation INFO: Iters: 49590/150000 || Lr: 0.013936 || Task Loss: 0.6222 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:15 || Estimated Time: 2 days, 2:17:27
2023-07-25 11:37:50,323 semantic_segmentation INFO: Iters: 49600/150000 || Lr: 0.013935 || Task Loss: 0.5830 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:32 || Estimated Time: 2 days, 2:17:07
2023-07-25 11:37:50,447 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 11:37:50,832 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-25 11:37:50,847 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.135
2023-07-25 11:37:50,860 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.134
2023-07-25 11:37:50,875 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.132
2023-07-25 11:37:50,888 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.911, mIoU: 0.186
2023-07-25 11:37:50,900 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.919, mIoU: 0.226
2023-07-25 11:37:50,915 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.921, mIoU: 0.262
2023-07-25 11:37:50,930 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.928, mIoU: 0.274
2023-07-25 11:37:50,943 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.932, mIoU: 0.313
2023-07-25 11:37:50,958 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.314
2023-07-25 11:37:50,972 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.902, mIoU: 0.314
2023-07-25 11:37:50,988 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.907, mIoU: 0.316
2023-07-25 11:37:51,000 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.870, mIoU: 0.294
2023-07-25 11:37:51,015 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.848, mIoU: 0.261
2023-07-25 11:37:51,029 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.844, mIoU: 0.252
2023-07-25 11:37:51,042 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.850, mIoU: 0.250
2023-07-25 11:37:51,054 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.844, mIoU: 0.243
2023-07-25 11:37:51,067 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.839, mIoU: 0.237
2023-07-25 11:37:51,082 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.844, mIoU: 0.240
2023-07-25 11:37:51,099 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.849, mIoU: 0.279
2023-07-25 11:37:51,114 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.856, mIoU: 0.285
2023-07-25 11:37:51,129 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.858, mIoU: 0.295
2023-07-25 11:37:51,144 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.855, mIoU: 0.318
2023-07-25 11:37:51,161 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.860, mIoU: 0.318
2023-07-25 11:37:51,177 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.860, mIoU: 0.311
2023-07-25 11:37:51,192 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.861, mIoU: 0.321
2023-07-25 11:37:51,208 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.863, mIoU: 0.321
2023-07-25 11:37:51,219 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.866, mIoU: 0.322
2023-07-25 11:37:51,235 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.863, mIoU: 0.314
2023-07-25 11:37:51,249 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.868, mIoU: 0.314
2023-07-25 11:37:51,263 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.872, mIoU: 0.318
2023-07-25 11:37:51,279 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.874, mIoU: 0.319
2023-07-25 11:37:51,294 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.875, mIoU: 0.323
2023-07-25 11:37:51,308 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.320
2023-07-25 11:37:51,323 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.867, mIoU: 0.343
2023-07-25 11:37:51,339 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.869, mIoU: 0.344
2023-07-25 11:37:51,352 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.872, mIoU: 0.348
2023-07-25 11:37:51,365 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.875, mIoU: 0.387
2023-07-25 11:37:51,383 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.871, mIoU: 0.379
2023-07-25 11:37:51,396 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.871, mIoU: 0.378
2023-07-25 11:37:51,410 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.872, mIoU: 0.403
2023-07-25 11:37:51,426 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.875, mIoU: 0.404
2023-07-25 11:37:51,441 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.869, mIoU: 0.403
2023-07-25 11:37:51,455 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.871, mIoU: 0.403
2023-07-25 11:37:51,470 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.872, mIoU: 0.408
2023-07-25 11:37:51,486 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.873, mIoU: 0.410
2023-07-25 11:37:51,500 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.875, mIoU: 0.416
2023-07-25 11:37:51,514 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.876, mIoU: 0.416
2023-07-25 11:37:51,528 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.874, mIoU: 0.419
2023-07-25 11:37:51,545 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.874, mIoU: 0.419
2023-07-25 11:37:51,561 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.876, mIoU: 0.418
2023-07-25 11:37:51,576 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.878, mIoU: 0.418
2023-07-25 11:37:51,589 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.879, mIoU: 0.416
2023-07-25 11:37:51,605 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.879, mIoU: 0.414
2023-07-25 11:37:51,620 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.881, mIoU: 0.419
2023-07-25 11:37:51,633 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.877, mIoU: 0.417
2023-07-25 11:37:51,649 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.877, mIoU: 0.416
2023-07-25 11:37:51,666 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.416
2023-07-25 11:37:51,679 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.881, mIoU: 0.421
2023-07-25 11:37:51,694 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.870, mIoU: 0.421
2023-07-25 11:37:51,707 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.870, mIoU: 0.427
2023-07-25 11:37:51,722 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.871, mIoU: 0.426
2023-07-25 11:37:51,735 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.873, mIoU: 0.426
2023-07-25 11:37:51,753 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.875, mIoU: 0.431
2023-07-25 11:37:51,767 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.876, mIoU: 0.435
2023-07-25 11:37:51,783 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.878, mIoU: 0.435
2023-07-25 11:37:51,798 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.879, mIoU: 0.436
2023-07-25 11:37:51,812 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.879, mIoU: 0.468
2023-07-25 11:37:51,827 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.881, mIoU: 0.470
2023-07-25 11:37:51,842 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.879, mIoU: 0.474
2023-07-25 11:37:51,858 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.880, mIoU: 0.497
2023-07-25 11:37:51,872 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.881, mIoU: 0.499
2023-07-25 11:37:51,887 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.880, mIoU: 0.489
2023-07-25 11:37:51,903 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.882, mIoU: 0.489
2023-07-25 11:37:51,918 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.883, mIoU: 0.493
2023-07-25 11:37:51,933 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.885, mIoU: 0.491
2023-07-25 11:37:51,948 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.880, mIoU: 0.487
2023-07-25 11:37:51,958 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.879, mIoU: 0.485
2023-07-25 11:37:51,974 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-25 11:37:51,991 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.880, mIoU: 0.495
2023-07-25 11:37:52,004 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.881, mIoU: 0.500
2023-07-25 11:37:52,020 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.881, mIoU: 0.501
2023-07-25 11:37:52,035 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.877, mIoU: 0.495
2023-07-25 11:37:52,050 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.876, mIoU: 0.494
2023-07-25 11:37:52,066 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.491
2023-07-25 11:37:52,081 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.874, mIoU: 0.493
2023-07-25 11:37:52,096 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.875, mIoU: 0.489
2023-07-25 11:37:52,112 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.874, mIoU: 0.487
2023-07-25 11:37:52,127 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-25 11:37:52,141 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.873, mIoU: 0.493
2023-07-25 11:37:52,156 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.873, mIoU: 0.489
2023-07-25 11:37:52,172 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.875, mIoU: 0.490
2023-07-25 11:37:52,187 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.867, mIoU: 0.483
2023-07-25 11:37:52,202 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:52,218 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:52,233 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.868, mIoU: 0.503
2023-07-25 11:37:52,246 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 11:37:52,259 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 11:37:52,274 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 11:37:52,287 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 11:37:52,302 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.872, mIoU: 0.504
2023-07-25 11:37:52,317 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.872, mIoU: 0.502
2023-07-25 11:37:52,330 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 11:37:52,345 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.865, mIoU: 0.498
2023-07-25 11:37:52,360 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.865, mIoU: 0.497
2023-07-25 11:37:52,374 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 11:37:52,390 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.865, mIoU: 0.499
2023-07-25 11:37:52,405 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 11:37:52,419 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.865, mIoU: 0.495
2023-07-25 11:37:52,432 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 11:37:52,445 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 11:37:52,459 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 11:37:52,475 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.867, mIoU: 0.494
2023-07-25 11:37:52,491 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-25 11:37:52,507 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 11:37:52,520 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 11:37:52,534 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.864, mIoU: 0.485
2023-07-25 11:37:52,549 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.864, mIoU: 0.485
2023-07-25 11:37:52,562 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.865, mIoU: 0.485
2023-07-25 11:37:52,577 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.864, mIoU: 0.482
2023-07-25 11:37:52,592 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-25 11:37:52,605 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.866, mIoU: 0.481
2023-07-25 11:37:52,619 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.866, mIoU: 0.480
2023-07-25 11:37:52,634 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.867, mIoU: 0.480
2023-07-25 11:37:52,649 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.868, mIoU: 0.480
2023-07-25 11:37:52,657 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:37:52,669 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 11:37:52,685 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 11:37:52,693 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-25 11:37:52,707 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.864, mIoU: 0.480
2023-07-25 11:37:52,722 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.865, mIoU: 0.480
2023-07-25 11:37:52,737 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.866, mIoU: 0.482
2023-07-25 11:37:52,751 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:37:52,766 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 11:37:52,780 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 11:37:52,793 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 11:37:52,809 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 11:37:52,822 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.866, mIoU: 0.486
2023-07-25 11:37:52,838 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.867, mIoU: 0.486
2023-07-25 11:37:52,852 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.868, mIoU: 0.485
2023-07-25 11:37:52,868 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.868, mIoU: 0.488
2023-07-25 11:37:52,883 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 11:37:52,898 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 11:37:52,915 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.868, mIoU: 0.484
2023-07-25 11:37:52,930 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.869, mIoU: 0.486
2023-07-25 11:37:52,945 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.868, mIoU: 0.486
2023-07-25 11:37:52,960 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 11:37:52,975 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.868, mIoU: 0.490
2023-07-25 11:37:52,986 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.868, mIoU: 0.511
2023-07-25 11:37:53,001 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.869, mIoU: 0.513
2023-07-25 11:37:53,017 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-25 11:37:53,031 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.868, mIoU: 0.514
2023-07-25 11:37:53,046 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.868, mIoU: 0.513
2023-07-25 11:37:53,059 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.868, mIoU: 0.512
2023-07-25 11:37:53,072 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.869, mIoU: 0.512
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2023-07-25 11:37:55,996 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.871, mIoU: 0.517
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2023-07-25 11:37:56,023 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.871, mIoU: 0.517
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2023-07-25 11:37:56,052 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.871, mIoU: 0.517
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2023-07-25 11:37:56,071 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:56,087 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:56,100 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:56,113 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.870, mIoU: 0.516
2023-07-25 11:37:56,128 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.868, mIoU: 0.513
2023-07-25 11:37:56,144 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.868, mIoU: 0.512
2023-07-25 11:37:56,159 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.867, mIoU: 0.509
2023-07-25 11:37:56,172 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.867, mIoU: 0.509
2023-07-25 11:37:56,188 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.867, mIoU: 0.509
2023-07-25 11:37:56,201 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.867, mIoU: 0.509
2023-07-25 11:37:56,217 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.868, mIoU: 0.509
2023-07-25 11:37:56,231 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.868, mIoU: 0.509
2023-07-25 11:37:56,247 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.868, mIoU: 0.509
2023-07-25 11:37:56,262 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.867, mIoU: 0.505
2023-07-25 11:37:56,279 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.867, mIoU: 0.506
2023-07-25 11:37:56,292 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.868, mIoU: 0.506
2023-07-25 11:37:56,308 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:56,324 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:56,339 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.867, mIoU: 0.502
2023-07-25 11:37:56,355 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.867, mIoU: 0.502
2023-07-25 11:37:56,371 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:56,386 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.868, mIoU: 0.501
2023-07-25 11:37:56,401 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.868, mIoU: 0.501
2023-07-25 11:37:56,417 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:56,432 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 11:37:56,447 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 11:37:56,461 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 11:37:56,475 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 11:37:56,492 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 11:37:56,507 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 11:37:56,522 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:56,537 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 11:37:56,551 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 11:37:56,567 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 11:37:56,579 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 11:37:56,594 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.868, mIoU: 0.503
2023-07-25 11:37:56,607 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:56,623 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 11:37:56,638 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.867, mIoU: 0.501
2023-07-25 11:37:56,653 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.867, mIoU: 0.500
2023-07-25 11:37:56,666 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 11:37:56,679 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.868, mIoU: 0.500
2023-07-25 11:37:56,697 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.868, mIoU: 0.500
2023-07-25 11:37:56,710 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.868, mIoU: 0.500
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2023-07-25 11:37:56,741 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 11:37:56,756 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 11:37:56,772 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 11:37:56,785 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 11:37:56,800 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 11:37:56,816 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 11:37:56,831 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 11:37:56,844 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 11:37:56,858 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 11:37:56,873 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 11:37:56,886 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 11:37:56,898 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 11:37:56,913 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 11:37:56,928 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 11:37:56,943 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.867, mIoU: 0.498
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2023-07-25 11:37:56,972 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 11:37:56,988 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 11:37:57,003 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 11:37:57,018 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 11:37:57,032 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.865, mIoU: 0.497
2023-07-25 11:37:57,048 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.864, mIoU: 0.498
2023-07-25 11:37:57,062 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.864, mIoU: 0.496
2023-07-25 11:37:57,079 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.865, mIoU: 0.498
2023-07-25 11:37:57,093 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.865, mIoU: 0.500
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2023-07-25 11:37:57,199 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.866, mIoU: 0.497
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2023-07-25 11:37:57,275 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 11:37:57,291 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.865, mIoU: 0.495
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2023-07-25 11:37:57,352 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.864, mIoU: 0.496
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2023-07-25 11:37:57,379 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 11:37:57,396 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.864, mIoU: 0.496
2023-07-25 11:37:57,411 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,427 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,442 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,455 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,470 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,483 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.864, mIoU: 0.496
2023-07-25 11:37:57,494 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.864, mIoU: 0.496
2023-07-25 11:37:57,508 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-25 11:37:57,523 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-25 11:37:57,538 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-25 11:37:57,554 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 11:37:57,570 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 11:37:57,586 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 11:37:57,601 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.863, mIoU: 0.493
2023-07-25 11:37:57,610 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-25 11:37:57,622 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-25 11:37:57,635 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,648 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.864, mIoU: 0.495
2023-07-25 11:37:57,664 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.864, mIoU: 0.496
2023-07-25 11:37:57,677 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 11:37:57,692 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.865, mIoU: 0.497
2023-07-25 11:37:57,709 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.865, mIoU: 0.498
2023-07-25 11:37:57,726 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.865, mIoU: 0.498
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2023-07-25 11:37:57,786 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.866, mIoU: 0.499
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2023-07-25 11:37:57,815 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,830 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,842 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,858 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,872 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,887 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 11:37:57,902 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.867, mIoU: 0.500
2023-07-25 11:37:57,918 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:57,928 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:57,942 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-25 11:37:57,957 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.867, mIoU: 0.504
2023-07-25 11:37:57,972 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.867, mIoU: 0.504
2023-07-25 11:37:57,985 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.867, mIoU: 0.505
2023-07-25 11:37:57,999 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-25 11:37:58,012 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.868, mIoU: 0.506
2023-07-25 11:37:58,027 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.868, mIoU: 0.506
2023-07-25 11:37:58,043 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.868, mIoU: 0.506
2023-07-25 11:37:58,058 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.868, mIoU: 0.507
2023-07-25 11:37:58,067 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.868, mIoU: 0.507
2023-07-25 11:37:58,082 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.868, mIoU: 0.507
2023-07-25 11:37:58,098 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.869, mIoU: 0.507
2023-07-25 11:37:58,112 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.869, mIoU: 0.507
2023-07-25 11:37:58,128 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.869, mIoU: 0.508
2023-07-25 11:37:58,143 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.869, mIoU: 0.509
2023-07-25 11:37:58,157 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.869, mIoU: 0.509
2023-07-25 11:37:58,172 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.869, mIoU: 0.510
2023-07-25 11:37:58,186 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 11:37:58,201 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-25 11:37:58,217 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-25 11:37:58,233 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-25 11:37:58,249 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 11:37:58,262 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 11:37:58,275 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 11:37:58,291 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-25 11:37:58,306 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 11:37:58,321 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 11:37:58,335 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 11:37:58,351 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.870, mIoU: 0.515
2023-07-25 11:37:58,367 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.870, mIoU: 0.514
2023-07-25 11:37:58,382 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.870, mIoU: 0.515
2023-07-25 11:37:58,395 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.870, mIoU: 0.516
2023-07-25 11:37:58,409 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.870, mIoU: 0.516
2023-07-25 11:37:58,424 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.870, mIoU: 0.517
2023-07-25 11:37:58,439 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.870, mIoU: 0.517
2023-07-25 11:37:58,454 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.870, mIoU: 0.519
2023-07-25 11:37:58,469 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.870, mIoU: 0.519
2023-07-25 11:37:58,483 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.870, mIoU: 0.519
2023-07-25 11:37:58,498 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:58,513 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:58,526 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:58,541 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.870, mIoU: 0.521
2023-07-25 11:37:58,553 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.870, mIoU: 0.523
2023-07-25 11:37:58,568 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.870, mIoU: 0.522
2023-07-25 11:37:58,582 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.870, mIoU: 0.521
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2023-07-25 11:37:58,621 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.870, mIoU: 0.524
2023-07-25 11:37:58,637 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.871, mIoU: 0.524
2023-07-25 11:37:58,652 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,667 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,675 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,690 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,706 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.871, mIoU: 0.526
2023-07-25 11:37:58,723 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.871, mIoU: 0.526
2023-07-25 11:37:58,738 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.871, mIoU: 0.526
2023-07-25 11:37:58,753 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,766 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.871, mIoU: 0.526
2023-07-25 11:37:58,779 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.872, mIoU: 0.526
2023-07-25 11:37:58,794 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 11:37:58,810 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.872, mIoU: 0.526
2023-07-25 11:37:58,825 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.872, mIoU: 0.526
2023-07-25 11:37:58,838 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.872, mIoU: 0.525
2023-07-25 11:37:58,851 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.872, mIoU: 0.523
2023-07-25 11:37:58,866 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.871, mIoU: 0.523
2023-07-25 11:37:58,880 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.872, mIoU: 0.523
2023-07-25 11:37:58,895 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.872, mIoU: 0.523
2023-07-25 11:37:58,908 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.871, mIoU: 0.521
2023-07-25 11:37:58,923 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:58,939 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.871, mIoU: 0.520
2023-07-25 11:37:58,957 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.871, mIoU: 0.520
2023-07-25 11:37:58,970 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.871, mIoU: 0.520
2023-07-25 11:37:58,986 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,001 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,015 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,030 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,046 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.872, mIoU: 0.523
2023-07-25 11:37:59,061 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,078 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,091 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,107 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,122 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,138 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.873, mIoU: 0.523
2023-07-25 11:37:59,148 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.872, mIoU: 0.521
2023-07-25 11:37:59,163 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.871, mIoU: 0.521
2023-07-25 11:37:59,179 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.871, mIoU: 0.521
2023-07-25 11:37:59,191 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,206 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,219 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.871, mIoU: 0.521
2023-07-25 11:37:59,234 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,249 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,264 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,277 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-25 11:37:59,289 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,303 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,318 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,334 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,349 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,364 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.871, mIoU: 0.521
2023-07-25 11:37:59,379 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.871, mIoU: 0.522
2023-07-25 11:37:59,392 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.871, mIoU: 0.520
2023-07-25 11:37:59,408 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:59,424 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:59,437 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.871, mIoU: 0.520
2023-07-25 11:37:59,454 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 11:37:59,469 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.872, mIoU: 0.520
2023-07-25 11:37:59,483 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-25 11:37:59,498 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-25 11:37:59,513 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-25 11:37:59,525 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-25 11:37:59,540 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:59,555 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:59,569 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-25 11:37:59,584 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 11:37:59,599 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.871, mIoU: 0.516
2023-07-25 11:37:59,611 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.871, mIoU: 0.516
2023-07-25 11:37:59,625 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.871, mIoU: 0.516
2023-07-25 11:37:59,640 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,655 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,668 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.872, mIoU: 0.516
2023-07-25 11:37:59,683 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,697 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,712 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,726 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.872, mIoU: 0.517
2023-07-25 11:37:59,742 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.872, mIoU: 0.519
2023-07-25 11:37:59,757 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.872, mIoU: 0.519
2023-07-25 11:37:59,772 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.872, mIoU: 0.519
2023-07-25 11:37:59,787 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.873, mIoU: 0.519
2023-07-25 11:37:59,802 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.873, mIoU: 0.519
2023-07-25 11:37:59,815 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.873, mIoU: 0.519
2023-07-25 11:37:59,830 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-25 11:37:59,846 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,861 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,874 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-25 11:37:59,889 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,902 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,917 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,932 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-25 11:37:59,948 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-25 11:37:59,962 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-25 11:37:59,977 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 11:37:59,992 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-25 11:38:00,006 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-25 11:38:00,020 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,034 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,049 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,066 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.873, mIoU: 0.526
2023-07-25 11:38:00,081 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.872, mIoU: 0.525
2023-07-25 11:38:00,096 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,106 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,119 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.872, mIoU: 0.524
2023-07-25 11:38:00,134 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,147 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,162 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,175 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,189 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,204 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,221 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.874, mIoU: 0.525
2023-07-25 11:38:00,236 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,252 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.873, mIoU: 0.527
2023-07-25 11:38:00,265 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,279 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,293 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,307 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,322 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,338 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,353 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,368 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,383 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,396 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,411 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,426 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 11:38:00,439 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,452 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,466 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.874, mIoU: 0.525
2023-07-25 11:38:00,481 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,496 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,510 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-25 11:38:00,524 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 11:38:00,540 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 11:38:00,555 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 11:38:00,569 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 11:38:00,582 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,590 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,605 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,621 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,636 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.874, mIoU: 0.528
2023-07-25 11:38:00,653 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,669 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,684 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,700 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,715 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,727 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,743 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,757 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,772 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,787 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,800 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,813 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:00,826 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,840 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,853 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,866 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 11:38:00,880 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 11:38:00,894 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.874, mIoU: 0.529
2023-07-25 11:38:00,910 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,921 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 11:38:00,935 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,949 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,961 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,977 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:00,992 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:01,008 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 11:38:01,023 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,040 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,056 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,069 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,085 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,101 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,118 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,134 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,149 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.877, mIoU: 0.531
2023-07-25 11:38:01,165 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.877, mIoU: 0.531
2023-07-25 11:38:01,178 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.876, mIoU: 0.530
2023-07-25 11:38:01,192 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.876, mIoU: 0.530
2023-07-25 11:38:01,205 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,220 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,237 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,250 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.876, mIoU: 0.530
2023-07-25 11:38:01,263 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:01,278 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,292 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 11:38:01,307 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,322 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.876, mIoU: 0.529
2023-07-25 11:38:01,337 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,350 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:01,365 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,378 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,392 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,407 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,421 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,436 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,450 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,465 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,481 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,493 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,507 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,523 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,538 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,553 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,568 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:01,581 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:01,594 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:01,609 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:01,622 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:01,637 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,656 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:01,669 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,685 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,698 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,713 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,728 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,742 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:01,755 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,770 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,785 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:01,798 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:01,813 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:01,828 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:01,842 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:01,855 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:01,870 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:01,886 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:01,902 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,915 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,929 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,942 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,957 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,970 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,984 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:01,999 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,014 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,028 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,044 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,060 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,076 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 11:38:02,092 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,105 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,118 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 11:38:02,133 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,147 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,160 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:02,173 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:02,189 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,202 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,216 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,230 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,246 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,261 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,277 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,290 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,304 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,319 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:02,334 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,349 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,364 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,377 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,390 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,402 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,419 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,434 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,449 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,463 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,474 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,488 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,503 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,518 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,531 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,546 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,559 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,575 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:02,589 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:02,605 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:02,618 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,634 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,650 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,663 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,679 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,695 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,710 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,726 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,741 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,756 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.879, mIoU: 0.534
2023-07-25 11:38:02,771 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 11:38:02,785 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,800 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 11:38:02,815 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:02,828 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:02,841 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:02,854 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:02,870 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:02,883 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 11:38:02,900 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:02,915 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:02,926 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:02,941 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:02,957 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:02,972 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:02,985 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,001 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,016 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,031 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,046 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,063 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,078 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,092 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,105 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,122 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,137 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:03,153 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:03,167 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:03,182 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 11:38:03,198 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:03,213 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 11:38:03,228 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,241 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,257 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,271 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,286 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,300 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,314 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:03,329 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:03,343 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:03,357 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,372 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.878, mIoU: 0.533
2023-07-25 11:38:03,387 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,402 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,418 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,433 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,448 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 11:38:03,465 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,480 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,496 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,511 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,522 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,536 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,550 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,566 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,581 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,597 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,610 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,625 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,640 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,654 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,670 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,685 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,698 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,714 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,728 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,744 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,757 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 11:38:03,772 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:03,787 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,802 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,816 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,831 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,847 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,860 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 11:38:03,875 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:03,890 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,904 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 11:38:03,918 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 11:38:03,932 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,946 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,962 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,977 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:03,992 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:04,008 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:04,023 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 11:38:04,036 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,049 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,064 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,077 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,090 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,105 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,120 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,135 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,150 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,163 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,176 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,192 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,207 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,220 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,235 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,248 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,264 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,278 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,295 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,310 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,324 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,334 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,350 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,366 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,379 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,393 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,408 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,423 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,436 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,451 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,467 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,483 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 11:38:04,498 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:04,513 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:04,530 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:04,545 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:04,558 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:04,574 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 11:38:04,589 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 11:38:04,603 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:04,617 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,632 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,647 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,664 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,671 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,685 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:04,699 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,712 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,724 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:04,740 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,755 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,770 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,782 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 11:38:04,796 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 11:38:04,811 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 11:38:04,824 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 11:38:04,839 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 11:38:04,852 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:04,867 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:04,882 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,897 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,912 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:04,924 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:04,938 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 11:38:04,953 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:04,968 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:04,983 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:04,998 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,011 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,022 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,033 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,047 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,059 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,074 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,087 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 11:38:05,102 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,118 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 11:38:05,136 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,150 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,166 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,181 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,196 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,212 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,227 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,242 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,258 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,273 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,286 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 11:38:05,300 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,315 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,327 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,344 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,357 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,372 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,387 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,404 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,420 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,433 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,448 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,464 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,479 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,495 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,509 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,522 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:05,538 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 11:38:05,553 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:05,568 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,583 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,599 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 11:38:05,616 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 11:38:05,631 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 11:38:05,646 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:05,659 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:05,675 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 11:38:05,685 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,699 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,714 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,726 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,741 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:05,756 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:05,772 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-25 11:38:05,787 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,803 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,818 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-25 11:38:05,833 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-25 11:38:05,846 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,862 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,875 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,890 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,906 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,919 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,934 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,948 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:05,963 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:05,978 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-25 11:38:05,995 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,010 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,025 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,038 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,051 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,067 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-25 11:38:06,080 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,093 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,109 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,124 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,139 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,152 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,165 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,181 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,196 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,212 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,225 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,238 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,253 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,268 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,284 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,299 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,315 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.879, mIoU: 0.528
2023-07-25 11:38:06,330 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,345 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,361 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,376 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 11:38:06,392 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 11:38:06,407 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,422 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-25 11:38:06,436 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-25 11:38:06,452 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-25 11:38:06,467 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-25 11:38:06,483 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,495 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,509 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,524 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,540 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,552 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-25 11:38:06,567 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,582 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,596 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,611 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,625 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,640 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,653 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,667 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 11:38:06,683 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,696 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,711 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,724 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,733 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,748 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,762 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,775 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 11:38:06,790 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-25 11:38:06,805 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-25 11:38:06,818 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:06,831 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:06,845 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:06,860 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,875 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,893 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,908 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,926 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,941 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,954 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,970 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:06,986 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,001 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,014 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:07,027 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:07,042 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,059 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,074 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,089 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,101 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,117 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,131 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,144 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,159 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,174 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,189 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:07,204 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,217 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,232 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,246 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,261 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,276 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,289 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,305 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,318 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,331 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,344 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,359 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,374 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,389 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,404 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,414 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,427 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,443 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,459 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,472 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:07,487 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:07,504 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:07,519 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 11:38:07,533 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,547 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,562 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,575 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,591 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,603 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,616 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,631 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,646 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,661 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,676 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,689 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,704 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,719 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,732 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,747 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,762 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,776 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,791 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,804 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-25 11:38:07,817 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,832 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,846 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,861 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-25 11:38:07,874 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,888 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,905 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-25 11:38:07,919 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,930 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-25 11:38:07,944 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:07,960 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-25 11:38:07,975 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-25 11:38:07,990 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-25 11:38:08,003 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:08,018 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:08,032 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:08,044 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:08,059 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:08,074 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:08,089 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,104 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,120 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,135 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,149 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,164 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,177 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,192 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-25 11:38:08,208 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,224 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,236 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,251 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,263 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,278 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,293 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,309 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,321 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,337 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,353 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,368 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,380 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,395 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,410 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,422 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,437 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,452 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,466 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,479 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 11:38:08,492 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,506 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 11:38:08,521 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,536 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,549 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,567 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,580 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,593 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,609 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:08,624 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:08,639 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:08,654 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,670 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,684 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,700 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,714 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,729 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 11:38:08,744 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,757 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,770 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,787 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,802 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 11:38:08,818 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,831 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,844 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:08,859 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:08,874 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,888 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,901 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,916 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:08,931 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:08,946 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,961 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:08,975 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:08,991 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,005 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,019 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,034 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,047 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:09,062 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,077 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,092 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,107 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:09,121 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,137 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,151 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,166 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,181 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,196 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,211 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,226 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,241 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,256 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,269 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-25 11:38:09,282 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,297 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,313 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,326 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,340 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,356 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,372 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,387 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,402 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,418 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,433 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,447 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,461 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,474 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,487 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,501 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,516 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,531 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,544 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:09,557 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,573 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,585 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,599 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,614 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,630 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,645 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,660 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,672 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,687 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:09,702 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,715 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,730 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,745 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,761 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,775 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,790 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,806 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,821 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,836 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,848 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 11:38:09,863 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 11:38:09,878 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 11:38:09,893 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,908 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,921 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,936 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,952 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,967 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,982 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:09,997 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,012 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,027 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,037 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,052 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,065 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,077 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,094 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,109 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,123 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,135 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,148 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,163 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,179 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,193 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,209 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,224 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.877, mIoU: 0.520
2023-07-25 11:38:10,238 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.877, mIoU: 0.520
2023-07-25 11:38:10,253 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.877, mIoU: 0.520
2023-07-25 11:38:10,270 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,284 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,299 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,315 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,328 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,344 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,356 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,372 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,387 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:10,402 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,418 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,430 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,443 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,457 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,472 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,486 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,498 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,511 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,526 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,540 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,555 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,567 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,582 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,599 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,615 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,631 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,646 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,654 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,669 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,682 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,695 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,710 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,726 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 11:38:10,741 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,757 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,773 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,790 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,805 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,818 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,834 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,851 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,866 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,882 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,897 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:10,914 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,927 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,942 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,957 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,972 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,985 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:10,999 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:11,014 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:11,029 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 11:38:11,044 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-25 11:38:11,059 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:11,074 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:11,089 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:11,104 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 11:38:11,117 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:11,132 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,145 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,160 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,175 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,191 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,206 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,219 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,235 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,250 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,265 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,281 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,296 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,311 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,326 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,340 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,355 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,369 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:11,385 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,400 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,415 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,430 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:11,445 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-25 11:38:11,460 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,470 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,485 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 11:38:11,498 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,513 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,528 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,542 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,557 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,570 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,580 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,597 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,612 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,627 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,640 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,655 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,670 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,685 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,700 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,714 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,728 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,743 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 11:38:11,755 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 11:38:11,770 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,785 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,801 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,814 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 11:38:11,829 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,844 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,859 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 11:38:11,875 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 11:38:11,888 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 11:38:11,903 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 11:38:11,918 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 11:38:11,935 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-25 11:38:28,904 semantic_segmentation INFO: Iters: 49610/150000 || Lr: 0.013934 || Task Loss: 0.4173 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:11 || Estimated Time: 2 days, 2:17:31
2023-07-25 11:38:46,129 semantic_segmentation INFO: Iters: 49620/150000 || Lr: 0.013933 || Task Loss: 0.5617 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:28 || Estimated Time: 2 days, 2:17:11
2023-07-25 11:39:03,338 semantic_segmentation INFO: Iters: 49630/150000 || Lr: 0.013931 || Task Loss: 0.5339 || KD Loss: 0.1763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:45 || Estimated Time: 2 days, 2:16:51
2023-07-25 11:39:20,529 semantic_segmentation INFO: Iters: 49640/150000 || Lr: 0.013930 || Task Loss: 0.6657 || KD Loss: 0.1700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:02 || Estimated Time: 2 days, 2:16:32
2023-07-25 11:39:37,755 semantic_segmentation INFO: Iters: 49650/150000 || Lr: 0.013929 || Task Loss: 0.7913 || KD Loss: 0.2197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:20 || Estimated Time: 2 days, 2:16:12
2023-07-25 11:39:55,033 semantic_segmentation INFO: Iters: 49660/150000 || Lr: 0.013928 || Task Loss: 0.8331 || KD Loss: 0.2417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:37 || Estimated Time: 2 days, 2:15:52
2023-07-25 11:40:12,240 semantic_segmentation INFO: Iters: 49670/150000 || Lr: 0.013926 || Task Loss: 0.6399 || KD Loss: 0.2303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:54 || Estimated Time: 2 days, 2:15:33
2023-07-25 11:40:29,455 semantic_segmentation INFO: Iters: 49680/150000 || Lr: 0.013925 || Task Loss: 0.7124 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:11 || Estimated Time: 2 days, 2:15:13
2023-07-25 11:40:46,866 semantic_segmentation INFO: Iters: 49690/150000 || Lr: 0.013924 || Task Loss: 0.7155 || KD Loss: 0.2284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:29 || Estimated Time: 2 days, 2:14:54
2023-07-25 11:41:04,065 semantic_segmentation INFO: Iters: 49700/150000 || Lr: 0.013923 || Task Loss: 0.7422 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:46 || Estimated Time: 2 days, 2:14:34
2023-07-25 11:41:21,242 semantic_segmentation INFO: Iters: 49710/150000 || Lr: 0.013921 || Task Loss: 0.6278 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:03 || Estimated Time: 2 days, 2:14:14
2023-07-25 11:41:38,402 semantic_segmentation INFO: Iters: 49720/150000 || Lr: 0.013920 || Task Loss: 0.5086 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:20 || Estimated Time: 2 days, 2:13:55
2023-07-25 11:41:55,802 semantic_segmentation INFO: Iters: 49730/150000 || Lr: 0.013919 || Task Loss: 0.9670 || KD Loss: 0.4511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:38 || Estimated Time: 2 days, 2:13:35
2023-07-25 11:42:13,008 semantic_segmentation INFO: Iters: 49740/150000 || Lr: 0.013918 || Task Loss: 0.5675 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:55 || Estimated Time: 2 days, 2:13:16
2023-07-25 11:42:30,167 semantic_segmentation INFO: Iters: 49750/150000 || Lr: 0.013916 || Task Loss: 0.4965 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:12 || Estimated Time: 2 days, 2:12:56
2023-07-25 11:42:47,613 semantic_segmentation INFO: Iters: 49760/150000 || Lr: 0.013915 || Task Loss: 0.6359 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:29 || Estimated Time: 2 days, 2:12:37
2023-07-25 11:43:04,811 semantic_segmentation INFO: Iters: 49770/150000 || Lr: 0.013914 || Task Loss: 0.8363 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:47 || Estimated Time: 2 days, 2:12:17
2023-07-25 11:43:22,203 semantic_segmentation INFO: Iters: 49780/150000 || Lr: 0.013913 || Task Loss: 0.5555 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:04 || Estimated Time: 2 days, 2:11:57
2023-07-25 11:43:39,843 semantic_segmentation INFO: Iters: 49790/150000 || Lr: 0.013911 || Task Loss: 0.8072 || KD Loss: 0.2743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:22 || Estimated Time: 2 days, 2:11:39
2023-07-25 11:43:56,908 semantic_segmentation INFO: Iters: 49800/150000 || Lr: 0.013910 || Task Loss: 0.6312 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:39 || Estimated Time: 2 days, 2:11:19
2023-07-25 11:44:14,223 semantic_segmentation INFO: Iters: 49810/150000 || Lr: 0.013909 || Task Loss: 0.6527 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:56 || Estimated Time: 2 days, 2:10:59
2023-07-25 11:44:31,645 semantic_segmentation INFO: Iters: 49820/150000 || Lr: 0.013908 || Task Loss: 0.5966 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:13 || Estimated Time: 2 days, 2:10:40
2023-07-25 11:44:49,077 semantic_segmentation INFO: Iters: 49830/150000 || Lr: 0.013906 || Task Loss: 0.6105 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:31 || Estimated Time: 2 days, 2:10:21
2023-07-25 11:45:06,243 semantic_segmentation INFO: Iters: 49840/150000 || Lr: 0.013905 || Task Loss: 0.4834 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:48 || Estimated Time: 2 days, 2:10:01
2023-07-25 11:45:23,454 semantic_segmentation INFO: Iters: 49850/150000 || Lr: 0.013904 || Task Loss: 0.7768 || KD Loss: 0.2602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:05 || Estimated Time: 2 days, 2:09:41
2023-07-25 11:45:40,672 semantic_segmentation INFO: Iters: 49860/150000 || Lr: 0.013903 || Task Loss: 0.7371 || KD Loss: 0.2801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:22 || Estimated Time: 2 days, 2:09:22
2023-07-25 11:45:57,906 semantic_segmentation INFO: Iters: 49870/150000 || Lr: 0.013901 || Task Loss: 0.6866 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:40 || Estimated Time: 2 days, 2:09:02
2023-07-25 11:46:15,282 semantic_segmentation INFO: Iters: 49880/150000 || Lr: 0.013900 || Task Loss: 0.8208 || KD Loss: 0.2431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:57 || Estimated Time: 2 days, 2:08:43
2023-07-25 11:46:32,476 semantic_segmentation INFO: Iters: 49890/150000 || Lr: 0.013899 || Task Loss: 0.5509 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:14 || Estimated Time: 2 days, 2:08:23
2023-07-25 11:46:49,654 semantic_segmentation INFO: Iters: 49900/150000 || Lr: 0.013898 || Task Loss: 0.6824 || KD Loss: 0.2171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:31 || Estimated Time: 2 days, 2:08:03
2023-07-25 11:47:06,865 semantic_segmentation INFO: Iters: 49910/150000 || Lr: 0.013896 || Task Loss: 0.6605 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:49 || Estimated Time: 2 days, 2:07:43
2023-07-25 11:47:24,146 semantic_segmentation INFO: Iters: 49920/150000 || Lr: 0.013895 || Task Loss: 0.6801 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:06 || Estimated Time: 2 days, 2:07:24
2023-07-25 11:47:41,291 semantic_segmentation INFO: Iters: 49930/150000 || Lr: 0.013894 || Task Loss: 0.5464 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:23 || Estimated Time: 2 days, 2:07:04
2023-07-25 11:47:58,568 semantic_segmentation INFO: Iters: 49940/150000 || Lr: 0.013893 || Task Loss: 0.5416 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2453|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:40 || Estimated Time: 2 days, 2:06:45
2023-07-25 11:48:15,589 semantic_segmentation INFO: Iters: 49950/150000 || Lr: 0.013891 || Task Loss: 0.6210 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:57 || Estimated Time: 2 days, 2:06:25
2023-07-25 11:48:32,849 semantic_segmentation INFO: Iters: 49960/150000 || Lr: 0.013890 || Task Loss: 0.7602 || KD Loss: 0.2576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:15 || Estimated Time: 2 days, 2:06:05
2023-07-25 11:48:49,985 semantic_segmentation INFO: Iters: 49970/150000 || Lr: 0.013889 || Task Loss: 0.7031 || KD Loss: 0.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:32 || Estimated Time: 2 days, 2:05:45
2023-07-25 11:49:07,080 semantic_segmentation INFO: Iters: 49980/150000 || Lr: 0.013888 || Task Loss: 0.5876 || KD Loss: 0.1866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:49 || Estimated Time: 2 days, 2:05:25
2023-07-25 11:49:24,322 semantic_segmentation INFO: Iters: 49990/150000 || Lr: 0.013886 || Task Loss: 0.6372 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:06 || Estimated Time: 2 days, 2:05:06
2023-07-25 11:49:41,391 semantic_segmentation INFO: Iters: 50000/150000 || Lr: 0.013885 || Task Loss: 0.4769 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:23 || Estimated Time: 2 days, 2:04:46
2023-07-25 11:49:58,815 semantic_segmentation INFO: Iters: 50010/150000 || Lr: 0.013884 || Task Loss: 0.6926 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:41 || Estimated Time: 2 days, 2:04:27
2023-07-25 11:50:15,976 semantic_segmentation INFO: Iters: 50020/150000 || Lr: 0.013883 || Task Loss: 0.6003 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:58 || Estimated Time: 2 days, 2:04:07
2023-07-25 11:50:33,097 semantic_segmentation INFO: Iters: 50030/150000 || Lr: 0.013881 || Task Loss: 0.8956 || KD Loss: 0.4010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:15 || Estimated Time: 2 days, 2:03:47
2023-07-25 11:50:50,319 semantic_segmentation INFO: Iters: 50040/150000 || Lr: 0.013880 || Task Loss: 0.8507 || KD Loss: 0.3608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:32 || Estimated Time: 2 days, 2:03:27
2023-07-25 11:51:07,793 semantic_segmentation INFO: Iters: 50050/150000 || Lr: 0.013879 || Task Loss: 0.9076 || KD Loss: 0.3486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:50 || Estimated Time: 2 days, 2:03:08
2023-07-25 11:51:24,802 semantic_segmentation INFO: Iters: 50060/150000 || Lr: 0.013878 || Task Loss: 0.7812 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:07 || Estimated Time: 2 days, 2:02:48
2023-07-25 11:51:41,996 semantic_segmentation INFO: Iters: 50070/150000 || Lr: 0.013876 || Task Loss: 0.9215 || KD Loss: 0.2632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:24 || Estimated Time: 2 days, 2:02:28
2023-07-25 11:51:59,203 semantic_segmentation INFO: Iters: 50080/150000 || Lr: 0.013875 || Task Loss: 0.5173 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:41 || Estimated Time: 2 days, 2:02:09
2023-07-25 11:52:16,410 semantic_segmentation INFO: Iters: 50090/150000 || Lr: 0.013874 || Task Loss: 0.8501 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:58 || Estimated Time: 2 days, 2:01:49
2023-07-25 11:52:33,513 semantic_segmentation INFO: Iters: 50100/150000 || Lr: 0.013873 || Task Loss: 0.4446 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:15 || Estimated Time: 2 days, 2:01:29
2023-07-25 11:52:50,696 semantic_segmentation INFO: Iters: 50110/150000 || Lr: 0.013871 || Task Loss: 0.6421 || KD Loss: 0.2757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:32 || Estimated Time: 2 days, 2:01:09
2023-07-25 11:53:07,799 semantic_segmentation INFO: Iters: 50120/150000 || Lr: 0.013870 || Task Loss: 0.8402 || KD Loss: 0.2572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:50 || Estimated Time: 2 days, 2:00:50
2023-07-25 11:53:24,987 semantic_segmentation INFO: Iters: 50130/150000 || Lr: 0.013869 || Task Loss: 0.6507 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:06:07 || Estimated Time: 2 days, 2:00:30
2023-07-25 11:53:42,331 semantic_segmentation INFO: Iters: 50140/150000 || Lr: 0.013868 || Task Loss: 0.7477 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:06:24 || Estimated Time: 2 days, 2:00:11
2023-07-25 11:53:59,515 semantic_segmentation INFO: Iters: 50150/150000 || Lr: 0.013866 || Task Loss: 0.3957 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:06:41 || Estimated Time: 2 days, 1:59:51
2023-07-25 11:54:16,601 semantic_segmentation INFO: Iters: 50160/150000 || Lr: 0.013865 || Task Loss: 0.6769 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:06:58 || Estimated Time: 2 days, 1:59:31
2023-07-25 11:54:33,932 semantic_segmentation INFO: Iters: 50170/150000 || Lr: 0.013864 || Task Loss: 0.8861 || KD Loss: 0.3527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:16 || Estimated Time: 2 days, 1:59:12
2023-07-25 11:54:51,511 semantic_segmentation INFO: Iters: 50180/150000 || Lr: 0.013863 || Task Loss: 0.6676 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:33 || Estimated Time: 2 days, 1:58:53
2023-07-25 11:55:08,518 semantic_segmentation INFO: Iters: 50190/150000 || Lr: 0.013861 || Task Loss: 0.6490 || KD Loss: 0.2078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:50 || Estimated Time: 2 days, 1:58:33
2023-07-25 11:55:25,711 semantic_segmentation INFO: Iters: 50200/150000 || Lr: 0.013860 || Task Loss: 0.8164 || KD Loss: 0.2121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:07 || Estimated Time: 2 days, 1:58:13
2023-07-25 11:55:43,133 semantic_segmentation INFO: Iters: 50210/150000 || Lr: 0.013859 || Task Loss: 0.5844 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:25 || Estimated Time: 2 days, 1:57:54
2023-07-25 11:56:00,502 semantic_segmentation INFO: Iters: 50220/150000 || Lr: 0.013858 || Task Loss: 0.7717 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:42 || Estimated Time: 2 days, 1:57:34
2023-07-25 11:56:17,611 semantic_segmentation INFO: Iters: 50230/150000 || Lr: 0.013856 || Task Loss: 0.7139 || KD Loss: 0.2982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:59 || Estimated Time: 2 days, 1:57:14
2023-07-25 11:56:34,727 semantic_segmentation INFO: Iters: 50240/150000 || Lr: 0.013855 || Task Loss: 0.6862 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:17 || Estimated Time: 2 days, 1:56:55
2023-07-25 11:56:51,901 semantic_segmentation INFO: Iters: 50250/150000 || Lr: 0.013854 || Task Loss: 0.6715 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:34 || Estimated Time: 2 days, 1:56:35
2023-07-25 11:57:09,086 semantic_segmentation INFO: Iters: 50260/150000 || Lr: 0.013853 || Task Loss: 0.5745 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:51 || Estimated Time: 2 days, 1:56:15
2023-07-25 11:57:26,131 semantic_segmentation INFO: Iters: 50270/150000 || Lr: 0.013851 || Task Loss: 0.5156 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:08 || Estimated Time: 2 days, 1:55:55
2023-07-25 11:57:43,221 semantic_segmentation INFO: Iters: 50280/150000 || Lr: 0.013850 || Task Loss: 0.7309 || KD Loss: 0.3079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:25 || Estimated Time: 2 days, 1:55:35
2023-07-25 11:58:00,649 semantic_segmentation INFO: Iters: 50290/150000 || Lr: 0.013849 || Task Loss: 0.6932 || KD Loss: 0.2382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:42 || Estimated Time: 2 days, 1:55:16
2023-07-25 11:58:18,165 semantic_segmentation INFO: Iters: 50300/150000 || Lr: 0.013848 || Task Loss: 0.7108 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:00 || Estimated Time: 2 days, 1:54:57
2023-07-25 11:58:35,159 semantic_segmentation INFO: Iters: 50310/150000 || Lr: 0.013846 || Task Loss: 0.5710 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:17 || Estimated Time: 2 days, 1:54:37
2023-07-25 11:58:52,342 semantic_segmentation INFO: Iters: 50320/150000 || Lr: 0.013845 || Task Loss: 0.6672 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:34 || Estimated Time: 2 days, 1:54:17
2023-07-25 11:59:09,501 semantic_segmentation INFO: Iters: 50330/150000 || Lr: 0.013844 || Task Loss: 0.4165 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:51 || Estimated Time: 2 days, 1:53:58
2023-07-25 11:59:26,862 semantic_segmentation INFO: Iters: 50340/150000 || Lr: 0.013843 || Task Loss: 0.6571 || KD Loss: 0.2045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:09 || Estimated Time: 2 days, 1:53:38
2023-07-25 11:59:44,098 semantic_segmentation INFO: Iters: 50350/150000 || Lr: 0.013841 || Task Loss: 0.6488 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:26 || Estimated Time: 2 days, 1:53:19
2023-07-25 12:00:01,161 semantic_segmentation INFO: Iters: 50360/150000 || Lr: 0.013840 || Task Loss: 0.6648 || KD Loss: 0.1676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:43 || Estimated Time: 2 days, 1:52:59
2023-07-25 12:00:18,647 semantic_segmentation INFO: Iters: 50370/150000 || Lr: 0.013839 || Task Loss: 0.4830 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:00 || Estimated Time: 2 days, 1:52:40
2023-07-25 12:00:36,371 semantic_segmentation INFO: Iters: 50380/150000 || Lr: 0.013838 || Task Loss: 0.6258 || KD Loss: 0.2337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:18 || Estimated Time: 2 days, 1:52:21
2023-07-25 12:00:53,387 semantic_segmentation INFO: Iters: 50390/150000 || Lr: 0.013836 || Task Loss: 0.6668 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:35 || Estimated Time: 2 days, 1:52:01
2023-07-25 12:01:10,658 semantic_segmentation INFO: Iters: 50400/150000 || Lr: 0.013835 || Task Loss: 0.6020 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:52 || Estimated Time: 2 days, 1:51:42
2023-07-25 12:01:10,781 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:01:11,161 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.091
2023-07-25 12:01:11,188 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.132
2023-07-25 12:01:11,200 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.132
2023-07-25 12:01:11,215 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.948, mIoU: 0.127
2023-07-25 12:01:11,228 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.921, mIoU: 0.189
2023-07-25 12:01:11,241 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.929, mIoU: 0.232
2023-07-25 12:01:11,255 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.932, mIoU: 0.273
2023-07-25 12:01:11,270 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.937, mIoU: 0.281
2023-07-25 12:01:11,283 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.933, mIoU: 0.303
2023-07-25 12:01:11,298 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.320
2023-07-25 12:01:11,314 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.906, mIoU: 0.321
2023-07-25 12:01:11,329 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.910, mIoU: 0.323
2023-07-25 12:01:11,343 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.873, mIoU: 0.302
2023-07-25 12:01:11,358 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.874, mIoU: 0.295
2023-07-25 12:01:11,373 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.865, mIoU: 0.267
2023-07-25 12:01:11,386 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.870, mIoU: 0.263
2023-07-25 12:01:11,397 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.863, mIoU: 0.258
2023-07-25 12:01:11,411 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.858, mIoU: 0.252
2023-07-25 12:01:11,426 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.861, mIoU: 0.255
2023-07-25 12:01:11,443 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.866, mIoU: 0.298
2023-07-25 12:01:11,458 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.872, mIoU: 0.304
2023-07-25 12:01:11,475 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.873, mIoU: 0.311
2023-07-25 12:01:11,490 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.870, mIoU: 0.333
2023-07-25 12:01:11,506 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.869, mIoU: 0.322
2023-07-25 12:01:11,523 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.872, mIoU: 0.335
2023-07-25 12:01:11,538 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.872, mIoU: 0.344
2023-07-25 12:01:11,553 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.873, mIoU: 0.342
2023-07-25 12:01:11,565 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.876, mIoU: 0.342
2023-07-25 12:01:11,581 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.873, mIoU: 0.335
2023-07-25 12:01:11,597 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.877, mIoU: 0.335
2023-07-25 12:01:11,611 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.881, mIoU: 0.338
2023-07-25 12:01:11,627 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.883, mIoU: 0.339
2023-07-25 12:01:11,643 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.886, mIoU: 0.348
2023-07-25 12:01:11,658 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.885, mIoU: 0.344
2023-07-25 12:01:11,674 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.885, mIoU: 0.373
2023-07-25 12:01:11,689 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.374
2023-07-25 12:01:11,703 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.889, mIoU: 0.375
2023-07-25 12:01:11,715 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.892, mIoU: 0.418
2023-07-25 12:01:11,732 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.887, mIoU: 0.411
2023-07-25 12:01:11,745 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.411
2023-07-25 12:01:11,758 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.887, mIoU: 0.437
2023-07-25 12:01:11,773 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.890, mIoU: 0.437
2023-07-25 12:01:11,788 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.884, mIoU: 0.438
2023-07-25 12:01:11,801 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.884, mIoU: 0.437
2023-07-25 12:01:11,816 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.885, mIoU: 0.444
2023-07-25 12:01:11,831 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.885, mIoU: 0.443
2023-07-25 12:01:11,844 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.887, mIoU: 0.451
2023-07-25 12:01:11,857 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-25 12:01:11,871 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-25 12:01:11,888 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.887, mIoU: 0.449
2023-07-25 12:01:11,904 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.887, mIoU: 0.446
2023-07-25 12:01:11,920 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.889, mIoU: 0.446
2023-07-25 12:01:11,934 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.890, mIoU: 0.443
2023-07-25 12:01:11,950 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.890, mIoU: 0.441
2023-07-25 12:01:11,966 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.890, mIoU: 0.445
2023-07-25 12:01:11,980 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.888, mIoU: 0.441
2023-07-25 12:01:11,996 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.889, mIoU: 0.441
2023-07-25 12:01:12,014 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.891, mIoU: 0.440
2023-07-25 12:01:12,027 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.891, mIoU: 0.440
2023-07-25 12:01:12,043 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.881, mIoU: 0.439
2023-07-25 12:01:12,057 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.446
2023-07-25 12:01:12,073 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.883, mIoU: 0.444
2023-07-25 12:01:12,086 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.884, mIoU: 0.444
2023-07-25 12:01:12,104 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.883, mIoU: 0.449
2023-07-25 12:01:12,117 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.884, mIoU: 0.438
2023-07-25 12:01:12,133 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.885, mIoU: 0.438
2023-07-25 12:01:12,148 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.886, mIoU: 0.437
2023-07-25 12:01:12,161 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.887, mIoU: 0.475
2023-07-25 12:01:12,176 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.888, mIoU: 0.476
2023-07-25 12:01:12,191 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.885, mIoU: 0.476
2023-07-25 12:01:12,207 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.885, mIoU: 0.492
2023-07-25 12:01:12,220 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.886, mIoU: 0.492
2023-07-25 12:01:12,235 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.885, mIoU: 0.486
2023-07-25 12:01:12,250 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.887, mIoU: 0.486
2023-07-25 12:01:12,265 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.888, mIoU: 0.499
2023-07-25 12:01:12,280 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.887, mIoU: 0.493
2023-07-25 12:01:12,296 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.883, mIoU: 0.490
2023-07-25 12:01:12,306 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.882, mIoU: 0.489
2023-07-25 12:01:12,322 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.883, mIoU: 0.497
2023-07-25 12:01:12,339 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.884, mIoU: 0.500
2023-07-25 12:01:12,352 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.876, mIoU: 0.476
2023-07-25 12:01:12,368 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.875, mIoU: 0.477
2023-07-25 12:01:12,384 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.875, mIoU: 0.476
2023-07-25 12:01:12,400 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-25 12:01:12,416 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.472
2023-07-25 12:01:12,432 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.875, mIoU: 0.474
2023-07-25 12:01:12,448 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.875, mIoU: 0.467
2023-07-25 12:01:12,464 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.876, mIoU: 0.468
2023-07-25 12:01:12,479 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-25 12:01:12,492 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-25 12:01:12,507 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 12:01:12,523 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.876, mIoU: 0.480
2023-07-25 12:01:12,538 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-25 12:01:12,552 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.875, mIoU: 0.495
2023-07-25 12:01:12,567 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 12:01:12,582 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.875, mIoU: 0.497
2023-07-25 12:01:12,595 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 12:01:12,607 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.876, mIoU: 0.499
2023-07-25 12:01:12,622 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.877, mIoU: 0.499
2023-07-25 12:01:12,635 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.878, mIoU: 0.504
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2023-07-25 12:01:18,503 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.886, mIoU: 0.537
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2023-07-25 12:01:18,594 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 12:01:18,623 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 12:01:18,638 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 12:01:18,653 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 12:01:18,667 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 12:01:18,684 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 12:01:18,700 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 12:01:18,715 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:01:18,729 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:01:18,743 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:01:18,759 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 12:01:18,774 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 12:01:18,789 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 12:01:18,804 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 12:01:18,818 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 12:01:18,833 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:01:18,848 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 12:01:18,862 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:01:18,877 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 12:01:18,889 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:18,905 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.888, mIoU: 0.552
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2023-07-25 12:01:18,930 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.554
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2023-07-25 12:01:18,974 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:18,989 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,004 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-25 12:01:19,013 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-25 12:01:19,028 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.556
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2023-07-25 12:01:19,059 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,075 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.888, mIoU: 0.556
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2023-07-25 12:01:19,103 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,116 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,132 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,147 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,162 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,175 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,188 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,203 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,217 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,232 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,246 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,261 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 12:01:19,277 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 12:01:19,293 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:19,307 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 12:01:19,323 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,338 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,351 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.888, mIoU: 0.555
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2023-07-25 12:01:19,382 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,397 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,412 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 12:01:19,426 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,441 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,456 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,473 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,483 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,498 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,513 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,526 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,541 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,554 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,569 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,584 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,599 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,612 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,625 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:19,638 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,653 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:19,669 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.889, mIoU: 0.555
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2023-07-25 12:01:19,700 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.555
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2023-07-25 12:01:19,774 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,790 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,805 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:19,820 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,836 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,851 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,862 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,876 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:19,891 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,905 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,920 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,935 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:19,946 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:19,961 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:19,976 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:19,990 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,003 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,018 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,032 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,047 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,062 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,078 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:20,094 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:20,109 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 12:01:20,124 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:20,139 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,152 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,167 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,183 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,198 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,211 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,227 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 12:01:20,241 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 12:01:20,256 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 12:01:20,271 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:01:20,287 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:01:20,302 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:01:20,317 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:01:20,332 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,347 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,361 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:20,376 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 12:01:20,391 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:20,409 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 12:01:20,424 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 12:01:20,439 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 12:01:20,449 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 12:01:20,462 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,477 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,491 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,505 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,519 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,532 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 12:01:20,547 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 12:01:20,564 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,579 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.889, mIoU: 0.552
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2023-07-25 12:01:20,623 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,636 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,651 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,666 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,681 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,696 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:20,711 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,726 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,739 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 12:01:20,754 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 12:01:20,769 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 12:01:20,783 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.889, mIoU: 0.553
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2023-07-25 12:01:20,810 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.889, mIoU: 0.553
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2023-07-25 12:01:21,380 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,395 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,408 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,424 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,439 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,456 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,472 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,487 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 12:01:21,503 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:21,516 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,529 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,542 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,557 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,573 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:21,587 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,600 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,614 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,629 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,644 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,659 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,674 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,687 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,702 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,715 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,729 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,744 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:21,758 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,775 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,788 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,804 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,819 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,832 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,845 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,861 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,877 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,892 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,907 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 12:01:21,919 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,932 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,947 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,960 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:21,975 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:21,992 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,006 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,021 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,034 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,050 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,065 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 12:01:22,078 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 12:01:22,091 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 12:01:22,106 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 12:01:22,122 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,135 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 12:01:22,150 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,165 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,179 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,192 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,207 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 12:01:22,223 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 12:01:22,240 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,253 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,267 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,281 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,296 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,309 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,323 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:22,338 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,353 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,366 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,382 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,398 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:01:22,413 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,429 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,442 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,455 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,469 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,482 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,495 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,509 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,524 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,537 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,551 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:22,565 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,580 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,595 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:22,611 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,625 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,638 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,653 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,668 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,683 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,699 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,712 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,725 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,737 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,753 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,768 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,782 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,797 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,808 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,821 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,835 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:22,850 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,863 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,878 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:22,891 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,906 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:22,919 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,934 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:22,948 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:22,963 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:22,979 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:22,992 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,008 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,023 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,039 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,054 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,069 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,084 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,100 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 12:01:23,114 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,129 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,144 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,157 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,170 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,183 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,199 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,213 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,229 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,244 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,255 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,270 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,286 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,301 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,314 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,330 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:23,344 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,358 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,374 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,390 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:23,406 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,419 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,432 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,450 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,466 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,481 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,495 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,511 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,526 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,542 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,557 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,570 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,585 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,598 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,613 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,627 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 12:01:23,640 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,655 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,668 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:23,683 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,697 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 12:01:23,712 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 12:01:23,726 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,741 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,755 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,769 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,786 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,801 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,817 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,832 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,842 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,856 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,869 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,884 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,900 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,915 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,929 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,944 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,959 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:23,973 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:23,990 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:24,006 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:24,019 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:24,035 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,050 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:24,065 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:24,079 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 12:01:24,094 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,109 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:24,125 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:24,139 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:24,154 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:24,169 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:01:24,183 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:24,197 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,212 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,225 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:24,240 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:24,253 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,268 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,283 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,298 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,313 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,328 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,344 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,357 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,370 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,386 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,399 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,412 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,427 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,442 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,457 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:24,473 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,486 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,499 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,515 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,530 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,543 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,558 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,572 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,588 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,603 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,619 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:24,635 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:24,650 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,660 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,676 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:24,692 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,705 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,720 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,735 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,751 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,764 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,779 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,793 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:24,809 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 12:01:24,823 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:24,838 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 12:01:24,854 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:24,870 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 12:01:24,882 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 12:01:24,897 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 12:01:24,912 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 12:01:24,926 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:24,938 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:24,953 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:24,968 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:24,983 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:24,990 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,004 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,018 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,031 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,043 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,059 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,074 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,090 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,102 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:25,116 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,131 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,142 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,158 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,172 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,188 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,203 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,218 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,233 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,245 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,258 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,273 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,288 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,304 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,318 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,331 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,342 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,353 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,366 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,377 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,392 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,405 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:25,420 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:25,436 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:25,452 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 12:01:25,466 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,482 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:01:25,497 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,513 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,528 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:25,543 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,558 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,573 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,589 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,602 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:25,615 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,631 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,644 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,660 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,673 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,688 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:25,703 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:25,721 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:25,737 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:25,751 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 12:01:25,766 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 12:01:25,781 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 12:01:25,796 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 12:01:25,811 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 12:01:25,825 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 12:01:25,838 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 12:01:25,853 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 12:01:25,869 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 12:01:25,884 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 12:01:25,899 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 12:01:25,915 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 12:01:25,931 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 12:01:25,946 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:25,961 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:25,974 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:25,990 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,000 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:26,014 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:26,029 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 12:01:26,041 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,056 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,071 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:26,086 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,102 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,117 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,132 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,147 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,159 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,175 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,187 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:26,202 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:26,218 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,231 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,245 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,259 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 12:01:26,273 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,288 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,304 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,319 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,334 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,347 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,359 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,375 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,388 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,401 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:01:26,417 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,432 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,448 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 12:01:26,461 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,474 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,490 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,505 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,521 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,535 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,548 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,563 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,579 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,594 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,609 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,624 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,640 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,654 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,669 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,685 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 12:01:26,700 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,714 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,729 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,742 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,757 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,772 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:01:26,788 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,801 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:01:26,815 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,830 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,846 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,860 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,875 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,890 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,905 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,921 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,936 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,952 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:26,965 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:01:26,980 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:01:26,997 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,010 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,025 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,039 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,048 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,064 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,079 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,092 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:01:27,108 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.889, mIoU: 0.552
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2023-07-25 12:01:28,605 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.888, mIoU: 0.552
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2023-07-25 12:01:28,876 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 12:01:28,889 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.887, mIoU: 0.549
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2023-07-25 12:01:29,340 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.887, mIoU: 0.548
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2023-07-25 12:01:29,875 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 12:01:29,889 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 12:01:30,006 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-25 12:01:30,052 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-25 12:01:30,214 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.887, mIoU: 0.547
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2023-07-25 12:01:30,291 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 12:01:30,331 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-25 12:01:30,771 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 12:01:30,912 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 12:01:31,310 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 12:01:31,340 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 12:01:31,399 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 12:01:31,489 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 12:01:31,724 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 12:01:31,762 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:01:31,777 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 12:01:32,007 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:01:32,019 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,034 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,049 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,063 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,076 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,091 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,105 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:01:32,120 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:01:32,136 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:01:32,149 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:01:32,163 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:01:32,178 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:01:32,195 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:01:49,430 semantic_segmentation INFO: Iters: 50410/150000 || Lr: 0.013834 || Task Loss: 0.6533 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:31 || Estimated Time: 2 days, 1:52:05
2023-07-25 12:02:06,494 semantic_segmentation INFO: Iters: 50420/150000 || Lr: 0.013833 || Task Loss: 0.6198 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:48 || Estimated Time: 2 days, 1:51:45
2023-07-25 12:02:23,695 semantic_segmentation INFO: Iters: 50430/150000 || Lr: 0.013831 || Task Loss: 0.7728 || KD Loss: 0.2647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:05 || Estimated Time: 2 days, 1:51:25
2023-07-25 12:02:40,902 semantic_segmentation INFO: Iters: 50440/150000 || Lr: 0.013830 || Task Loss: 0.6145 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:23 || Estimated Time: 2 days, 1:51:05
2023-07-25 12:02:58,161 semantic_segmentation INFO: Iters: 50450/150000 || Lr: 0.013829 || Task Loss: 0.5680 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:40 || Estimated Time: 2 days, 1:50:46
2023-07-25 12:03:15,373 semantic_segmentation INFO: Iters: 50460/150000 || Lr: 0.013828 || Task Loss: 0.6438 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:57 || Estimated Time: 2 days, 1:50:26
2023-07-25 12:03:32,574 semantic_segmentation INFO: Iters: 50470/150000 || Lr: 0.013826 || Task Loss: 0.7405 || KD Loss: 0.2272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:14 || Estimated Time: 2 days, 1:50:07
2023-07-25 12:03:49,797 semantic_segmentation INFO: Iters: 50480/150000 || Lr: 0.013825 || Task Loss: 0.5985 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:32 || Estimated Time: 2 days, 1:49:47
2023-07-25 12:04:07,040 semantic_segmentation INFO: Iters: 50490/150000 || Lr: 0.013824 || Task Loss: 0.6496 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:49 || Estimated Time: 2 days, 1:49:27
2023-07-25 12:04:24,340 semantic_segmentation INFO: Iters: 50500/150000 || Lr: 0.013823 || Task Loss: 0.7107 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:06 || Estimated Time: 2 days, 1:49:08
2023-07-25 12:04:41,635 semantic_segmentation INFO: Iters: 50510/150000 || Lr: 0.013821 || Task Loss: 0.9956 || KD Loss: 0.3408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2453|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:23 || Estimated Time: 2 days, 1:48:48
2023-07-25 12:04:58,897 semantic_segmentation INFO: Iters: 50520/150000 || Lr: 0.013820 || Task Loss: 0.6882 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:41 || Estimated Time: 2 days, 1:48:29
2023-07-25 12:05:16,089 semantic_segmentation INFO: Iters: 50530/150000 || Lr: 0.013819 || Task Loss: 0.5788 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:58 || Estimated Time: 2 days, 1:48:09
2023-07-25 12:05:33,709 semantic_segmentation INFO: Iters: 50540/150000 || Lr: 0.013818 || Task Loss: 0.6348 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:15 || Estimated Time: 2 days, 1:47:50
2023-07-25 12:05:50,998 semantic_segmentation INFO: Iters: 50550/150000 || Lr: 0.013816 || Task Loss: 0.7098 || KD Loss: 0.2255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:33 || Estimated Time: 2 days, 1:47:31
2023-07-25 12:06:08,447 semantic_segmentation INFO: Iters: 50560/150000 || Lr: 0.013815 || Task Loss: 0.8127 || KD Loss: 0.2809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:50 || Estimated Time: 2 days, 1:47:12
2023-07-25 12:06:25,757 semantic_segmentation INFO: Iters: 50570/150000 || Lr: 0.013814 || Task Loss: 0.6601 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:08 || Estimated Time: 2 days, 1:46:52
2023-07-25 12:06:43,450 semantic_segmentation INFO: Iters: 50580/150000 || Lr: 0.013813 || Task Loss: 0.7967 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:25 || Estimated Time: 2 days, 1:46:34
2023-07-25 12:07:00,576 semantic_segmentation INFO: Iters: 50590/150000 || Lr: 0.013811 || Task Loss: 0.7435 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:42 || Estimated Time: 2 days, 1:46:14
2023-07-25 12:07:17,836 semantic_segmentation INFO: Iters: 50600/150000 || Lr: 0.013810 || Task Loss: 1.0468 || KD Loss: 0.3803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:00 || Estimated Time: 2 days, 1:45:54
2023-07-25 12:07:34,979 semantic_segmentation INFO: Iters: 50610/150000 || Lr: 0.013809 || Task Loss: 0.8613 || KD Loss: 0.2549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:17 || Estimated Time: 2 days, 1:45:35
2023-07-25 12:07:52,168 semantic_segmentation INFO: Iters: 50620/150000 || Lr: 0.013808 || Task Loss: 0.5236 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:34 || Estimated Time: 2 days, 1:45:15
2023-07-25 12:08:09,268 semantic_segmentation INFO: Iters: 50630/150000 || Lr: 0.013806 || Task Loss: 0.5122 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:51 || Estimated Time: 2 days, 1:44:55
2023-07-25 12:08:26,395 semantic_segmentation INFO: Iters: 50640/150000 || Lr: 0.013805 || Task Loss: 0.4983 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:08 || Estimated Time: 2 days, 1:44:35
2023-07-25 12:08:43,978 semantic_segmentation INFO: Iters: 50650/150000 || Lr: 0.013804 || Task Loss: 0.4970 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:26 || Estimated Time: 2 days, 1:44:16
2023-07-25 12:09:01,401 semantic_segmentation INFO: Iters: 50660/150000 || Lr: 0.013803 || Task Loss: 0.4920 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:43 || Estimated Time: 2 days, 1:43:57
2023-07-25 12:09:18,553 semantic_segmentation INFO: Iters: 50670/150000 || Lr: 0.013801 || Task Loss: 0.6631 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:00 || Estimated Time: 2 days, 1:43:38
2023-07-25 12:09:35,699 semantic_segmentation INFO: Iters: 50680/150000 || Lr: 0.013800 || Task Loss: 0.6743 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:17 || Estimated Time: 2 days, 1:43:18
2023-07-25 12:09:53,423 semantic_segmentation INFO: Iters: 50690/150000 || Lr: 0.013799 || Task Loss: 0.5003 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:35 || Estimated Time: 2 days, 1:42:59
2023-07-25 12:10:10,644 semantic_segmentation INFO: Iters: 50700/150000 || Lr: 0.013798 || Task Loss: 0.5363 || KD Loss: 0.2318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:52 || Estimated Time: 2 days, 1:42:40
2023-07-25 12:10:27,819 semantic_segmentation INFO: Iters: 50710/150000 || Lr: 0.013796 || Task Loss: 0.7162 || KD Loss: 0.2506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:10 || Estimated Time: 2 days, 1:42:20
2023-07-25 12:10:45,092 semantic_segmentation INFO: Iters: 50720/150000 || Lr: 0.013795 || Task Loss: 0.6210 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:27 || Estimated Time: 2 days, 1:42:00
2023-07-25 12:11:02,303 semantic_segmentation INFO: Iters: 50730/150000 || Lr: 0.013794 || Task Loss: 0.4812 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:44 || Estimated Time: 2 days, 1:41:41
2023-07-25 12:11:19,771 semantic_segmentation INFO: Iters: 50740/150000 || Lr: 0.013793 || Task Loss: 0.6703 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:02 || Estimated Time: 2 days, 1:41:22
2023-07-25 12:11:37,218 semantic_segmentation INFO: Iters: 50750/150000 || Lr: 0.013791 || Task Loss: 0.8694 || KD Loss: 0.3121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:19 || Estimated Time: 2 days, 1:41:03
2023-07-25 12:11:54,115 semantic_segmentation INFO: Iters: 50760/150000 || Lr: 0.013790 || Task Loss: 0.7786 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:36 || Estimated Time: 2 days, 1:40:42
2023-07-25 12:12:11,426 semantic_segmentation INFO: Iters: 50770/150000 || Lr: 0.013789 || Task Loss: 0.4396 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:53 || Estimated Time: 2 days, 1:40:23
2023-07-25 12:12:28,645 semantic_segmentation INFO: Iters: 50780/150000 || Lr: 0.013788 || Task Loss: 0.7589 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:10 || Estimated Time: 2 days, 1:40:03
2023-07-25 12:12:45,918 semantic_segmentation INFO: Iters: 50790/150000 || Lr: 0.013786 || Task Loss: 0.7219 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:28 || Estimated Time: 2 days, 1:39:44
2023-07-25 12:13:03,258 semantic_segmentation INFO: Iters: 50800/150000 || Lr: 0.013785 || Task Loss: 0.5441 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:45 || Estimated Time: 2 days, 1:39:25
2023-07-25 12:13:20,464 semantic_segmentation INFO: Iters: 50810/150000 || Lr: 0.013784 || Task Loss: 0.5551 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:02 || Estimated Time: 2 days, 1:39:05
2023-07-25 12:13:37,644 semantic_segmentation INFO: Iters: 50820/150000 || Lr: 0.013783 || Task Loss: 0.5664 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:19 || Estimated Time: 2 days, 1:38:45
2023-07-25 12:13:54,846 semantic_segmentation INFO: Iters: 50830/150000 || Lr: 0.013781 || Task Loss: 0.7373 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:37 || Estimated Time: 2 days, 1:38:26
2023-07-25 12:14:12,290 semantic_segmentation INFO: Iters: 50840/150000 || Lr: 0.013780 || Task Loss: 0.5961 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:54 || Estimated Time: 2 days, 1:38:06
2023-07-25 12:14:29,350 semantic_segmentation INFO: Iters: 50850/150000 || Lr: 0.013779 || Task Loss: 0.5568 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:11 || Estimated Time: 2 days, 1:37:47
2023-07-25 12:14:47,030 semantic_segmentation INFO: Iters: 50860/150000 || Lr: 0.013778 || Task Loss: 0.6586 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:29 || Estimated Time: 2 days, 1:37:28
2023-07-25 12:15:04,112 semantic_segmentation INFO: Iters: 50870/150000 || Lr: 0.013776 || Task Loss: 0.6764 || KD Loss: 0.2358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:46 || Estimated Time: 2 days, 1:37:08
2023-07-25 12:15:21,247 semantic_segmentation INFO: Iters: 50880/150000 || Lr: 0.013775 || Task Loss: 0.5570 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:03 || Estimated Time: 2 days, 1:36:48
2023-07-25 12:15:38,436 semantic_segmentation INFO: Iters: 50890/150000 || Lr: 0.013774 || Task Loss: 0.4679 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:20 || Estimated Time: 2 days, 1:36:29
2023-07-25 12:15:55,572 semantic_segmentation INFO: Iters: 50900/150000 || Lr: 0.013773 || Task Loss: 0.7880 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:37 || Estimated Time: 2 days, 1:36:09
2023-07-25 12:16:12,771 semantic_segmentation INFO: Iters: 50910/150000 || Lr: 0.013771 || Task Loss: 0.9446 || KD Loss: 0.2999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:55 || Estimated Time: 2 days, 1:35:49
2023-07-25 12:16:29,888 semantic_segmentation INFO: Iters: 50920/150000 || Lr: 0.013770 || Task Loss: 0.5817 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:29:12 || Estimated Time: 2 days, 1:35:30
2023-07-25 12:16:47,099 semantic_segmentation INFO: Iters: 50930/150000 || Lr: 0.013769 || Task Loss: 0.7644 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:29:29 || Estimated Time: 2 days, 1:35:10
2023-07-25 12:17:04,382 semantic_segmentation INFO: Iters: 50940/150000 || Lr: 0.013768 || Task Loss: 0.6880 || KD Loss: 0.2231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:29:46 || Estimated Time: 2 days, 1:34:51
2023-07-25 12:17:21,589 semantic_segmentation INFO: Iters: 50950/150000 || Lr: 0.013766 || Task Loss: 0.6529 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:03 || Estimated Time: 2 days, 1:34:31
2023-07-25 12:17:38,712 semantic_segmentation INFO: Iters: 50960/150000 || Lr: 0.013765 || Task Loss: 0.6013 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:20 || Estimated Time: 2 days, 1:34:11
2023-07-25 12:17:55,988 semantic_segmentation INFO: Iters: 50970/150000 || Lr: 0.013764 || Task Loss: 0.6003 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:38 || Estimated Time: 2 days, 1:33:52
2023-07-25 12:18:13,123 semantic_segmentation INFO: Iters: 50980/150000 || Lr: 0.013763 || Task Loss: 0.5496 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:55 || Estimated Time: 2 days, 1:33:32
2023-07-25 12:18:30,324 semantic_segmentation INFO: Iters: 50990/150000 || Lr: 0.013761 || Task Loss: 0.6432 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:12 || Estimated Time: 2 days, 1:33:12
2023-07-25 12:18:47,529 semantic_segmentation INFO: Iters: 51000/150000 || Lr: 0.013760 || Task Loss: 0.7479 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:29 || Estimated Time: 2 days, 1:32:53
2023-07-25 12:19:04,585 semantic_segmentation INFO: Iters: 51010/150000 || Lr: 0.013759 || Task Loss: 0.4764 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:46 || Estimated Time: 2 days, 1:32:33
2023-07-25 12:19:21,699 semantic_segmentation INFO: Iters: 51020/150000 || Lr: 0.013758 || Task Loss: 0.4215 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:03 || Estimated Time: 2 days, 1:32:13
2023-07-25 12:19:39,130 semantic_segmentation INFO: Iters: 51030/150000 || Lr: 0.013756 || Task Loss: 0.6515 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:21 || Estimated Time: 2 days, 1:31:54
2023-07-25 12:19:56,205 semantic_segmentation INFO: Iters: 51040/150000 || Lr: 0.013755 || Task Loss: 0.7292 || KD Loss: 0.2745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:38 || Estimated Time: 2 days, 1:31:34
2023-07-25 12:20:13,421 semantic_segmentation INFO: Iters: 51050/150000 || Lr: 0.013754 || Task Loss: 0.4629 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:55 || Estimated Time: 2 days, 1:31:15
2023-07-25 12:20:30,710 semantic_segmentation INFO: Iters: 51060/150000 || Lr: 0.013753 || Task Loss: 0.6836 || KD Loss: 0.2191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:12 || Estimated Time: 2 days, 1:30:55
2023-07-25 12:20:47,947 semantic_segmentation INFO: Iters: 51070/150000 || Lr: 0.013751 || Task Loss: 0.7343 || KD Loss: 0.2565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:30 || Estimated Time: 2 days, 1:30:36
2023-07-25 12:21:04,943 semantic_segmentation INFO: Iters: 51080/150000 || Lr: 0.013750 || Task Loss: 0.4166 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:47 || Estimated Time: 2 days, 1:30:16
2023-07-25 12:21:22,098 semantic_segmentation INFO: Iters: 51090/150000 || Lr: 0.013749 || Task Loss: 0.6224 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:04 || Estimated Time: 2 days, 1:29:56
2023-07-25 12:21:39,211 semantic_segmentation INFO: Iters: 51100/150000 || Lr: 0.013748 || Task Loss: 0.7599 || KD Loss: 0.2152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:21 || Estimated Time: 2 days, 1:29:36
2023-07-25 12:21:56,690 semantic_segmentation INFO: Iters: 51110/150000 || Lr: 0.013746 || Task Loss: 0.7416 || KD Loss: 0.2485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:38 || Estimated Time: 2 days, 1:29:17
2023-07-25 12:22:13,830 semantic_segmentation INFO: Iters: 51120/150000 || Lr: 0.013745 || Task Loss: 0.6117 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:56 || Estimated Time: 2 days, 1:28:57
2023-07-25 12:22:31,327 semantic_segmentation INFO: Iters: 51130/150000 || Lr: 0.013744 || Task Loss: 0.6181 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:13 || Estimated Time: 2 days, 1:28:38
2023-07-25 12:22:48,527 semantic_segmentation INFO: Iters: 51140/150000 || Lr: 0.013743 || Task Loss: 0.9220 || KD Loss: 0.3508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:30 || Estimated Time: 2 days, 1:28:19
2023-07-25 12:23:05,728 semantic_segmentation INFO: Iters: 51150/150000 || Lr: 0.013741 || Task Loss: 0.8024 || KD Loss: 0.1943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:48 || Estimated Time: 2 days, 1:27:59
2023-07-25 12:23:22,930 semantic_segmentation INFO: Iters: 51160/150000 || Lr: 0.013740 || Task Loss: 0.3832 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:05 || Estimated Time: 2 days, 1:27:40
2023-07-25 12:23:40,584 semantic_segmentation INFO: Iters: 51170/150000 || Lr: 0.013739 || Task Loss: 0.6939 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:22 || Estimated Time: 2 days, 1:27:21
2023-07-25 12:23:57,669 semantic_segmentation INFO: Iters: 51180/150000 || Lr: 0.013738 || Task Loss: 0.3734 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:39 || Estimated Time: 2 days, 1:27:01
2023-07-25 12:24:14,870 semantic_segmentation INFO: Iters: 51190/150000 || Lr: 0.013736 || Task Loss: 0.5777 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:57 || Estimated Time: 2 days, 1:26:42
2023-07-25 12:24:32,158 semantic_segmentation INFO: Iters: 51200/150000 || Lr: 0.013735 || Task Loss: 0.7206 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:14 || Estimated Time: 2 days, 1:26:22
2023-07-25 12:24:32,282 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:24:32,666 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.087
2023-07-25 12:24:32,687 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.128
2023-07-25 12:24:32,703 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.165
2023-07-25 12:24:32,717 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.164
2023-07-25 12:24:32,730 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.225
2023-07-25 12:24:32,742 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.923, mIoU: 0.267
2023-07-25 12:24:32,756 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.918, mIoU: 0.296
2023-07-25 12:24:32,770 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.926, mIoU: 0.304
2023-07-25 12:24:32,782 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.329
2023-07-25 12:24:32,796 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.915, mIoU: 0.356
2023-07-25 12:24:32,810 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.902, mIoU: 0.358
2023-07-25 12:24:32,824 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.910, mIoU: 0.401
2023-07-25 12:24:32,836 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.874, mIoU: 0.356
2023-07-25 12:24:32,850 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.871, mIoU: 0.322
2023-07-25 12:24:32,864 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.874, mIoU: 0.318
2023-07-25 12:24:32,876 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.878, mIoU: 0.315
2023-07-25 12:24:32,887 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.871, mIoU: 0.301
2023-07-25 12:24:32,899 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.867, mIoU: 0.298
2023-07-25 12:24:32,913 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.871, mIoU: 0.306
2023-07-25 12:24:32,929 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.874, mIoU: 0.350
2023-07-25 12:24:32,944 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.877, mIoU: 0.350
2023-07-25 12:24:32,959 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.879, mIoU: 0.360
2023-07-25 12:24:32,973 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.873, mIoU: 0.379
2023-07-25 12:24:32,989 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.877, mIoU: 0.384
2023-07-25 12:24:33,004 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.880, mIoU: 0.388
2023-07-25 12:24:33,018 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.880, mIoU: 0.401
2023-07-25 12:24:33,032 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.881, mIoU: 0.398
2023-07-25 12:24:33,043 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.884, mIoU: 0.398
2023-07-25 12:24:33,058 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.880, mIoU: 0.393
2023-07-25 12:24:33,073 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.884, mIoU: 0.393
2023-07-25 12:24:33,088 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.888, mIoU: 0.395
2023-07-25 12:24:33,104 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.890, mIoU: 0.395
2023-07-25 12:24:33,119 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.402
2023-07-25 12:24:33,134 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.400
2023-07-25 12:24:33,149 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.886, mIoU: 0.423
2023-07-25 12:24:33,165 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.888, mIoU: 0.424
2023-07-25 12:24:33,178 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.891, mIoU: 0.428
2023-07-25 12:24:33,191 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.468
2023-07-25 12:24:33,208 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.895, mIoU: 0.479
2023-07-25 12:24:33,221 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.895, mIoU: 0.478
2023-07-25 12:24:33,235 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.893, mIoU: 0.498
2023-07-25 12:24:33,250 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.896, mIoU: 0.498
2023-07-25 12:24:33,264 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.893, mIoU: 0.497
2023-07-25 12:24:33,278 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.893, mIoU: 0.497
2023-07-25 12:24:33,294 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.892, mIoU: 0.497
2023-07-25 12:24:33,310 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.893, mIoU: 0.500
2023-07-25 12:24:33,323 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.894, mIoU: 0.505
2023-07-25 12:24:33,336 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.895, mIoU: 0.506
2023-07-25 12:24:33,351 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.510
2023-07-25 12:24:33,368 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.895, mIoU: 0.507
2023-07-25 12:24:33,385 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.501
2023-07-25 12:24:33,400 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.500
2023-07-25 12:24:33,414 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.498
2023-07-25 12:24:33,430 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.497
2023-07-25 12:24:33,446 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.896, mIoU: 0.499
2023-07-25 12:24:33,460 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.895, mIoU: 0.498
2023-07-25 12:24:33,476 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.895, mIoU: 0.496
2023-07-25 12:24:33,493 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.897, mIoU: 0.494
2023-07-25 12:24:33,506 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.898, mIoU: 0.497
2023-07-25 12:24:33,521 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.889, mIoU: 0.506
2023-07-25 12:24:33,535 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.888, mIoU: 0.505
2023-07-25 12:24:33,550 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.888, mIoU: 0.501
2023-07-25 12:24:33,563 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.890, mIoU: 0.501
2023-07-25 12:24:33,581 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.887, mIoU: 0.500
2023-07-25 12:24:33,594 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.889, mIoU: 0.500
2023-07-25 12:24:33,609 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.889, mIoU: 0.500
2023-07-25 12:24:33,624 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.891, mIoU: 0.500
2023-07-25 12:24:33,637 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-25 12:24:33,652 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 12:24:33,667 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:24:33,682 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 12:24:33,696 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 12:24:33,712 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 12:24:33,728 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 12:24:33,743 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 12:24:33,759 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-25 12:24:33,774 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-25 12:24:33,783 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.878, mIoU: 0.541
2023-07-25 12:24:33,799 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.878, mIoU: 0.546
2023-07-25 12:24:33,816 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.878, mIoU: 0.549
2023-07-25 12:24:33,829 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.878, mIoU: 0.551
2023-07-25 12:24:33,845 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.878, mIoU: 0.551
2023-07-25 12:24:33,861 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.877, mIoU: 0.548
2023-07-25 12:24:33,877 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-25 12:24:33,893 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.871, mIoU: 0.528
2023-07-25 12:24:33,908 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.872, mIoU: 0.530
2023-07-25 12:24:33,923 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.873, mIoU: 0.528
2023-07-25 12:24:33,938 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.872, mIoU: 0.524
2023-07-25 12:24:33,953 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.870, mIoU: 0.525
2023-07-25 12:24:33,966 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.871, mIoU: 0.525
2023-07-25 12:24:33,981 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.872, mIoU: 0.523
2023-07-25 12:24:33,997 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.873, mIoU: 0.524
2023-07-25 12:24:34,011 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-25 12:24:34,026 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.872, mIoU: 0.529
2023-07-25 12:24:34,041 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-25 12:24:34,056 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.871, mIoU: 0.528
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2023-07-25 12:24:34,082 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.873, mIoU: 0.531
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2023-07-25 12:24:34,126 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.876, mIoU: 0.530
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2023-07-25 12:24:34,242 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.875, mIoU: 0.519
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2023-07-25 12:24:34,457 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.878, mIoU: 0.513
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2023-07-25 12:24:34,531 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.873, mIoU: 0.507
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2023-07-25 12:24:34,803 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-25 12:24:34,818 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 12:24:34,834 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-25 12:24:34,848 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.876, mIoU: 0.519
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2023-07-25 12:24:34,890 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-25 12:24:34,905 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.876, mIoU: 0.518
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2023-07-25 12:24:35,011 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.879, mIoU: 0.526
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2023-07-25 12:24:35,231 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.880, mIoU: 0.521
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2023-07-25 12:24:35,552 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.877, mIoU: 0.512
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2023-07-25 12:24:36,234 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.875, mIoU: 0.525
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2023-07-25 12:24:36,280 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.876, mIoU: 0.526
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2023-07-25 12:24:39,186 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 12:24:39,201 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 12:24:39,214 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 12:24:39,229 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,242 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,253 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,268 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 12:24:39,282 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 12:24:39,298 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 12:24:39,313 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,329 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,345 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.878, mIoU: 0.509
2023-07-25 12:24:39,360 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 12:24:39,369 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 12:24:39,379 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-25 12:24:39,392 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 12:24:39,405 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 12:24:39,421 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 12:24:39,434 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 12:24:39,449 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 12:24:39,466 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 12:24:39,481 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 12:24:39,496 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 12:24:39,512 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 12:24:39,525 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 12:24:39,540 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 12:24:39,555 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 12:24:39,568 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 12:24:39,584 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 12:24:39,595 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 12:24:39,611 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 12:24:39,625 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 12:24:39,640 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 12:24:39,655 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.880, mIoU: 0.518
2023-07-25 12:24:39,670 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 12:24:39,681 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 12:24:39,695 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.880, mIoU: 0.520
2023-07-25 12:24:39,710 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 12:24:39,725 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.881, mIoU: 0.521
2023-07-25 12:24:39,738 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 12:24:39,752 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 12:24:39,765 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 12:24:39,781 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-25 12:24:39,797 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 12:24:39,812 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 12:24:39,821 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 12:24:39,836 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.882, mIoU: 0.524
2023-07-25 12:24:39,851 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 12:24:39,864 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.882, mIoU: 0.525
2023-07-25 12:24:39,880 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 12:24:39,895 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 12:24:39,908 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.882, mIoU: 0.526
2023-07-25 12:24:39,924 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 12:24:39,938 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 12:24:39,954 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:39,970 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:39,986 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 12:24:40,002 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 12:24:40,016 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 12:24:40,029 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 12:24:40,045 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:40,060 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 12:24:40,074 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 12:24:40,088 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.883, mIoU: 0.527
2023-07-25 12:24:40,104 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.883, mIoU: 0.530
2023-07-25 12:24:40,120 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:40,135 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 12:24:40,148 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 12:24:40,162 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:40,177 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:40,192 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:40,207 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 12:24:40,222 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 12:24:40,235 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 12:24:40,251 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 12:24:40,266 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 12:24:40,279 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 12:24:40,295 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 12:24:40,306 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:40,322 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:40,335 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:40,347 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 12:24:40,359 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:40,374 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,389 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,404 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,419 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 12:24:40,428 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,443 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 12:24:40,459 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,474 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,489 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 12:24:40,504 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,517 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,530 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 12:24:40,545 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,560 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,575 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,587 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,600 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 12:24:40,615 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 12:24:40,629 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,644 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 12:24:40,657 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,673 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,688 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,704 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,718 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,734 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,749 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,762 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,777 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,792 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:40,808 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:40,823 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:40,836 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:40,851 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:40,867 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:40,883 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:40,894 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 12:24:40,909 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:40,925 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.885, mIoU: 0.542
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2023-07-25 12:24:40,952 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:40,965 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:40,980 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:40,995 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,010 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,024 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,036 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:41,050 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,066 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,081 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,097 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:41,112 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 12:24:41,128 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,142 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,157 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,173 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,187 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,202 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,218 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,233 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,248 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,263 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,275 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,290 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,305 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,319 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,334 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,349 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,360 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,375 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,390 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,405 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,418 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,432 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,447 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 12:24:41,462 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,476 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 12:24:41,492 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:41,507 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 12:24:41,581 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.884, mIoU: 0.539
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2023-07-25 12:24:41,611 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 12:24:41,624 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.885, mIoU: 0.539
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2023-07-25 12:24:41,730 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.884, mIoU: 0.535
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2023-07-25 12:24:41,789 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.884, mIoU: 0.541
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2023-07-25 12:24:41,838 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:41,854 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:41,864 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:41,878 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,893 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,906 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,921 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 12:24:41,934 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.884, mIoU: 0.539
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2023-07-25 12:24:42,008 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,021 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,035 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,048 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,062 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,077 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,093 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,109 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,124 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:42,140 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 12:24:42,153 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,169 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 12:24:42,184 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,198 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,211 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,226 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:42,242 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,258 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,272 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:42,287 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,302 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:42,317 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,330 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,343 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 12:24:42,351 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:42,366 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 12:24:42,381 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:42,396 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,411 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,426 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,441 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,456 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,471 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,483 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,498 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,513 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:24:42,528 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,544 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,556 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:24:42,570 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:24:42,583 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:42,597 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,610 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,624 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 12:24:42,637 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 12:24:42,652 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,668 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,680 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 12:24:42,694 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:24:42,708 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,719 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,735 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,750 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,766 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,781 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 12:24:42,796 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:42,811 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,824 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:42,840 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:42,855 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,872 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,887 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,903 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 12:24:42,919 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 12:24:42,933 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:24:42,946 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:24:42,959 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,975 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:42,992 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,006 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,020 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:24:43,035 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:43,050 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,065 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,081 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,096 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,109 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:24:43,124 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,137 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,151 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,166 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,180 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,196 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,209 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,224 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:43,239 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:43,252 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:43,264 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:43,280 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,295 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,310 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,325 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,338 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,351 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,365 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:43,379 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:43,394 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:43,411 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:43,425 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:43,441 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,454 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,469 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,485 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,498 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,511 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,526 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,542 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,555 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,570 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:24:43,585 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,599 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,613 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:24:43,627 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,643 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,659 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,672 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,686 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,699 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,715 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,728 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,742 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:43,757 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,773 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,787 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,803 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,819 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,835 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:43,851 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,864 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:43,876 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,891 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:43,904 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,917 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:43,931 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:43,947 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:43,960 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:43,974 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:43,988 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,004 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,020 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,036 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,049 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,062 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,078 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,093 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,108 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,124 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,137 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,150 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,162 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,178 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,194 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,208 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,223 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,234 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,247 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,262 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,277 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:44,290 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:44,305 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:44,318 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,334 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:44,347 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,362 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,376 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:44,392 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:44,407 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:44,420 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:44,436 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:44,452 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,467 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:44,483 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:44,498 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,513 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,528 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:44,543 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,558 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:44,573 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,586 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,599 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,612 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,629 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,642 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,659 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,673 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,685 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,699 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,715 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:44,730 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:44,743 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,759 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,774 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,788 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,802 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:44,819 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:44,834 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:44,847 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:44,859 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:44,876 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:44,891 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,907 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,921 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,936 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,952 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:44,967 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:44,983 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:44,996 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:24:45,012 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:24:45,025 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,041 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,055 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,068 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,084 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,097 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,112 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,127 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,142 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,157 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,172 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,187 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,202 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,218 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,233 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,249 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,265 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,275 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,289 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,302 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,318 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,333 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,349 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,362 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,377 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,393 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,407 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,423 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,439 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,452 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,468 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,483 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,498 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,511 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,526 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,542 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,557 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,570 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,585 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,600 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,613 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,628 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,643 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,655 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,670 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,683 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,697 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 12:24:45,712 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 12:24:45,727 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 12:24:45,741 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,757 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,772 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,785 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:24:45,799 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:24:45,814 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,828 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,842 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,857 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,873 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,888 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,904 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,918 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:45,931 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:45,948 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,963 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,977 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:45,992 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,005 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,021 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,035 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,051 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,066 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,081 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,090 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,105 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:46,121 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,134 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,148 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,163 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,178 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,191 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,207 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,222 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,238 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:46,254 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:24:46,269 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:24:46,286 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:24:46,303 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:24:46,316 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:24:46,332 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:24:46,347 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:24:46,362 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:24:46,375 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,390 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,406 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,420 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,428 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,441 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,454 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:46,466 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,477 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:46,492 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:46,506 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:46,521 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:46,532 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,545 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,560 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,570 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,585 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,598 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,614 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:46,629 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:46,644 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:46,658 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:46,670 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:24:46,683 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,698 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,712 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,727 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,742 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,755 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:46,765 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:46,776 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:46,789 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:24:46,801 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,816 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:46,829 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,845 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,861 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,877 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,891 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:46,907 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,923 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:46,939 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,955 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,970 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:24:46,985 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,000 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,016 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,030 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,043 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,059 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,071 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,088 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,101 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,116 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,131 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:24:47,149 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,165 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,178 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,193 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,209 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,225 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,240 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,254 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,267 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,283 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,299 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:47,314 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:24:47,330 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,346 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,362 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:24:47,377 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,393 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,405 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,421 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,431 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,444 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,459 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:24:47,471 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:24:47,485 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:24:47,500 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:24:47,515 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,530 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,545 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,560 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,574 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,586 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,602 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,614 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,630 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,646 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,659 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,675 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,689 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,704 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,720 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,736 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,751 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,766 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,779 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,792 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,808 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 12:24:47,821 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,835 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,850 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:24:47,865 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:24:47,880 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:24:47,893 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:24:47,906 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:47,922 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:47,937 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:24:47,952 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:47,965 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:47,978 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:47,993 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:24:48,007 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:24:48,022 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:24:48,038 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:24:48,054 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,069 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,084 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,100 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,116 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,131 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,146 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,162 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,175 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,191 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,207 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,223 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:24:48,235 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:24:48,249 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,264 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,279 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,292 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,307 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,321 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,335 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.886, mIoU: 0.537
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2023-07-25 12:24:48,379 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,391 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,406 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,421 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,434 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,449 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,462 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,470 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:48,485 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 12:24:48,528 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,543 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,598 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,629 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,661 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,689 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 12:24:48,704 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,747 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,760 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,775 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,790 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.885, mIoU: 0.537
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2023-07-25 12:24:48,862 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 12:24:48,875 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.885, mIoU: 0.538
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2023-07-25 12:24:49,238 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.885, mIoU: 0.538
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2023-07-25 12:24:49,267 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 12:24:49,296 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:49,309 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:49,324 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 12:24:49,337 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 12:24:49,465 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 12:24:49,480 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-25 12:24:49,609 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-25 12:24:50,614 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,627 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,641 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 12:24:50,656 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,670 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,685 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,700 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,716 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,729 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,743 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,759 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,772 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,787 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,802 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,817 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,832 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:50,847 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:50,862 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:50,876 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:50,891 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:50,906 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:50,921 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:50,937 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:50,951 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:50,967 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:50,982 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:50,995 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:51,008 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,024 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,039 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,052 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,067 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,082 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,097 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,112 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 12:24:51,128 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,143 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,159 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,172 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,186 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,200 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,213 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,227 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,242 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,258 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,271 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:51,284 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,300 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,311 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,325 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,340 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,355 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,370 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,385 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,398 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,413 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,427 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,440 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,455 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,470 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,486 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,499 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,515 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 12:24:51,531 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 12:24:51,546 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.882, mIoU: 0.529
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2023-07-25 12:24:51,574 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.882, mIoU: 0.529
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2023-07-25 12:24:51,606 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:51,621 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:51,636 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:51,649 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 12:24:51,665 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.882, mIoU: 0.530
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2023-07-25 12:24:51,695 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.882, mIoU: 0.530
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2023-07-25 12:24:51,989 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 12:24:52,032 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:52,045 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:52,060 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 12:24:52,072 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 12:24:52,118 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 12:24:52,145 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 12:24:52,173 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 12:24:52,202 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 12:24:52,347 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.883, mIoU: 0.533
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2023-07-25 12:24:52,490 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.883, mIoU: 0.532
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2023-07-25 12:24:52,778 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.883, mIoU: 0.531
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2023-07-25 12:24:53,438 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,451 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,467 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,482 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,497 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,510 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,525 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,540 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 12:24:53,555 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 12:24:53,570 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:53,582 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:53,596 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:53,610 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-25 12:24:53,627 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 12:25:10,582 semantic_segmentation INFO: Iters: 51210/150000 || Lr: 0.013734 || Task Loss: 0.4383 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:52 || Estimated Time: 2 days, 1:26:43
2023-07-25 12:25:27,671 semantic_segmentation INFO: Iters: 51220/150000 || Lr: 0.013733 || Task Loss: 0.6204 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:09 || Estimated Time: 2 days, 1:26:24
2023-07-25 12:25:44,871 semantic_segmentation INFO: Iters: 51230/150000 || Lr: 0.013731 || Task Loss: 0.7991 || KD Loss: 0.2693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:27 || Estimated Time: 2 days, 1:26:04
2023-07-25 12:26:02,089 semantic_segmentation INFO: Iters: 51240/150000 || Lr: 0.013730 || Task Loss: 0.5334 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:44 || Estimated Time: 2 days, 1:25:44
2023-07-25 12:26:19,219 semantic_segmentation INFO: Iters: 51250/150000 || Lr: 0.013729 || Task Loss: 0.6420 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:01 || Estimated Time: 2 days, 1:25:25
2023-07-25 12:26:36,545 semantic_segmentation INFO: Iters: 51260/150000 || Lr: 0.013728 || Task Loss: 0.7248 || KD Loss: 0.1938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:18 || Estimated Time: 2 days, 1:25:05
2023-07-25 12:26:53,804 semantic_segmentation INFO: Iters: 51270/150000 || Lr: 0.013726 || Task Loss: 0.6125 || KD Loss: 0.1673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:36 || Estimated Time: 2 days, 1:24:46
2023-07-25 12:27:11,006 semantic_segmentation INFO: Iters: 51280/150000 || Lr: 0.013725 || Task Loss: 1.2284 || KD Loss: 0.5702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:53 || Estimated Time: 2 days, 1:24:26
2023-07-25 12:27:28,218 semantic_segmentation INFO: Iters: 51290/150000 || Lr: 0.013724 || Task Loss: 0.5942 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:10 || Estimated Time: 2 days, 1:24:07
2023-07-25 12:27:45,514 semantic_segmentation INFO: Iters: 51300/150000 || Lr: 0.013723 || Task Loss: 0.9598 || KD Loss: 0.3033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:27 || Estimated Time: 2 days, 1:23:47
2023-07-25 12:28:03,107 semantic_segmentation INFO: Iters: 51310/150000 || Lr: 0.013721 || Task Loss: 0.7620 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:45 || Estimated Time: 2 days, 1:23:29
2023-07-25 12:28:20,241 semantic_segmentation INFO: Iters: 51320/150000 || Lr: 0.013720 || Task Loss: 0.7302 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:02 || Estimated Time: 2 days, 1:23:09
2023-07-25 12:28:37,891 semantic_segmentation INFO: Iters: 51330/150000 || Lr: 0.013719 || Task Loss: 0.8517 || KD Loss: 0.2225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:20 || Estimated Time: 2 days, 1:22:50
2023-07-25 12:28:54,969 semantic_segmentation INFO: Iters: 51340/150000 || Lr: 0.013718 || Task Loss: 0.5408 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:37 || Estimated Time: 2 days, 1:22:30
2023-07-25 12:29:12,164 semantic_segmentation INFO: Iters: 51350/150000 || Lr: 0.013716 || Task Loss: 0.6500 || KD Loss: 0.2125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:54 || Estimated Time: 2 days, 1:22:11
2023-07-25 12:29:29,583 semantic_segmentation INFO: Iters: 51360/150000 || Lr: 0.013715 || Task Loss: 0.5976 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:11 || Estimated Time: 2 days, 1:21:51
2023-07-25 12:29:46,768 semantic_segmentation INFO: Iters: 51370/150000 || Lr: 0.013714 || Task Loss: 0.5071 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:29 || Estimated Time: 2 days, 1:21:32
2023-07-25 12:30:04,004 semantic_segmentation INFO: Iters: 51380/150000 || Lr: 0.013713 || Task Loss: 0.5713 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:46 || Estimated Time: 2 days, 1:21:12
2023-07-25 12:30:21,241 semantic_segmentation INFO: Iters: 51390/150000 || Lr: 0.013711 || Task Loss: 0.7459 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:03 || Estimated Time: 2 days, 1:20:53
2023-07-25 12:30:38,625 semantic_segmentation INFO: Iters: 51400/150000 || Lr: 0.013710 || Task Loss: 0.6015 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:20 || Estimated Time: 2 days, 1:20:34
2023-07-25 12:30:55,849 semantic_segmentation INFO: Iters: 51410/150000 || Lr: 0.013709 || Task Loss: 0.4378 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:38 || Estimated Time: 2 days, 1:20:14
2023-07-25 12:31:13,030 semantic_segmentation INFO: Iters: 51420/150000 || Lr: 0.013708 || Task Loss: 0.5461 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:55 || Estimated Time: 2 days, 1:19:55
2023-07-25 12:31:30,234 semantic_segmentation INFO: Iters: 51430/150000 || Lr: 0.013706 || Task Loss: 0.4714 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:12 || Estimated Time: 2 days, 1:19:35
2023-07-25 12:31:47,436 semantic_segmentation INFO: Iters: 51440/150000 || Lr: 0.013705 || Task Loss: 0.6596 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:29 || Estimated Time: 2 days, 1:19:15
2023-07-25 12:32:04,909 semantic_segmentation INFO: Iters: 51450/150000 || Lr: 0.013704 || Task Loss: 0.4482 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:47 || Estimated Time: 2 days, 1:18:56
2023-07-25 12:32:22,082 semantic_segmentation INFO: Iters: 51460/150000 || Lr: 0.013703 || Task Loss: 1.0495 || KD Loss: 0.3304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:04 || Estimated Time: 2 days, 1:18:37
2023-07-25 12:32:39,275 semantic_segmentation INFO: Iters: 51470/150000 || Lr: 0.013701 || Task Loss: 0.8995 || KD Loss: 0.3619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:21 || Estimated Time: 2 days, 1:18:17
2023-07-25 12:32:56,438 semantic_segmentation INFO: Iters: 51480/150000 || Lr: 0.013700 || Task Loss: 1.3636 || KD Loss: 0.6271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:38 || Estimated Time: 2 days, 1:17:57
2023-07-25 12:33:13,826 semantic_segmentation INFO: Iters: 51490/150000 || Lr: 0.013699 || Task Loss: 0.6385 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:56 || Estimated Time: 2 days, 1:17:38
2023-07-25 12:33:30,924 semantic_segmentation INFO: Iters: 51500/150000 || Lr: 0.013698 || Task Loss: 0.5298 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:13 || Estimated Time: 2 days, 1:17:18
2023-07-25 12:33:48,080 semantic_segmentation INFO: Iters: 51510/150000 || Lr: 0.013696 || Task Loss: 0.6195 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:30 || Estimated Time: 2 days, 1:16:59
2023-07-25 12:34:05,267 semantic_segmentation INFO: Iters: 51520/150000 || Lr: 0.013695 || Task Loss: 0.6813 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:47 || Estimated Time: 2 days, 1:16:39
2023-07-25 12:34:22,540 semantic_segmentation INFO: Iters: 51530/150000 || Lr: 0.013694 || Task Loss: 0.5284 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:04 || Estimated Time: 2 days, 1:16:20
2023-07-25 12:34:39,662 semantic_segmentation INFO: Iters: 51540/150000 || Lr: 0.013693 || Task Loss: 0.4817 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:21 || Estimated Time: 2 days, 1:16:00
2023-07-25 12:34:56,859 semantic_segmentation INFO: Iters: 51550/150000 || Lr: 0.013691 || Task Loss: 0.5111 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:39 || Estimated Time: 2 days, 1:15:40
2023-07-25 12:35:13,962 semantic_segmentation INFO: Iters: 51560/150000 || Lr: 0.013690 || Task Loss: 0.5742 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:56 || Estimated Time: 2 days, 1:15:21
2023-07-25 12:35:31,187 semantic_segmentation INFO: Iters: 51570/150000 || Lr: 0.013689 || Task Loss: 0.6423 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:13 || Estimated Time: 2 days, 1:15:01
2023-07-25 12:35:48,442 semantic_segmentation INFO: Iters: 51580/150000 || Lr: 0.013688 || Task Loss: 0.5216 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:30 || Estimated Time: 2 days, 1:14:42
2023-07-25 12:36:05,674 semantic_segmentation INFO: Iters: 51590/150000 || Lr: 0.013686 || Task Loss: 0.6303 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:47 || Estimated Time: 2 days, 1:14:22
2023-07-25 12:36:22,786 semantic_segmentation INFO: Iters: 51600/150000 || Lr: 0.013685 || Task Loss: 0.6404 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:05 || Estimated Time: 2 days, 1:14:03
2023-07-25 12:36:39,921 semantic_segmentation INFO: Iters: 51610/150000 || Lr: 0.013684 || Task Loss: 0.8056 || KD Loss: 0.2467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:22 || Estimated Time: 2 days, 1:13:43
2023-07-25 12:36:57,095 semantic_segmentation INFO: Iters: 51620/150000 || Lr: 0.013683 || Task Loss: 0.5233 || KD Loss: 0.1762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:39 || Estimated Time: 2 days, 1:13:23
2023-07-25 12:37:14,673 semantic_segmentation INFO: Iters: 51630/150000 || Lr: 0.013681 || Task Loss: 0.7606 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:56 || Estimated Time: 2 days, 1:13:04
2023-07-25 12:37:31,726 semantic_segmentation INFO: Iters: 51640/150000 || Lr: 0.013680 || Task Loss: 0.4608 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:14 || Estimated Time: 2 days, 1:12:45
2023-07-25 12:37:48,794 semantic_segmentation INFO: Iters: 51650/150000 || Lr: 0.013679 || Task Loss: 0.5030 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:31 || Estimated Time: 2 days, 1:12:25
2023-07-25 12:38:05,913 semantic_segmentation INFO: Iters: 51660/150000 || Lr: 0.013678 || Task Loss: 0.7189 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:48 || Estimated Time: 2 days, 1:12:05
2023-07-25 12:38:23,068 semantic_segmentation INFO: Iters: 51670/150000 || Lr: 0.013676 || Task Loss: 0.7225 || KD Loss: 0.2163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:05 || Estimated Time: 2 days, 1:11:45
2023-07-25 12:38:40,124 semantic_segmentation INFO: Iters: 51680/150000 || Lr: 0.013675 || Task Loss: 0.5139 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:22 || Estimated Time: 2 days, 1:11:26
2023-07-25 12:38:57,468 semantic_segmentation INFO: Iters: 51690/150000 || Lr: 0.013674 || Task Loss: 0.7842 || KD Loss: 0.2164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:39 || Estimated Time: 2 days, 1:11:06
2023-07-25 12:39:14,532 semantic_segmentation INFO: Iters: 51700/150000 || Lr: 0.013673 || Task Loss: 0.5595 || KD Loss: 0.1562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:56 || Estimated Time: 2 days, 1:10:47
2023-07-25 12:39:31,745 semantic_segmentation INFO: Iters: 51710/150000 || Lr: 0.013671 || Task Loss: 0.8973 || KD Loss: 0.3674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:52:14 || Estimated Time: 2 days, 1:10:27
2023-07-25 12:39:48,955 semantic_segmentation INFO: Iters: 51720/150000 || Lr: 0.013670 || Task Loss: 0.7664 || KD Loss: 0.2427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:52:31 || Estimated Time: 2 days, 1:10:07
2023-07-25 12:40:06,025 semantic_segmentation INFO: Iters: 51730/150000 || Lr: 0.013669 || Task Loss: 0.8803 || KD Loss: 0.2284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:52:48 || Estimated Time: 2 days, 1:09:48
2023-07-25 12:40:23,209 semantic_segmentation INFO: Iters: 51740/150000 || Lr: 0.013668 || Task Loss: 0.6448 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:05 || Estimated Time: 2 days, 1:09:28
2023-07-25 12:40:40,611 semantic_segmentation INFO: Iters: 51750/150000 || Lr: 0.013666 || Task Loss: 0.5438 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:22 || Estimated Time: 2 days, 1:09:09
2023-07-25 12:40:57,622 semantic_segmentation INFO: Iters: 51760/150000 || Lr: 0.013665 || Task Loss: 0.4134 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:39 || Estimated Time: 2 days, 1:08:49
2023-07-25 12:41:15,138 semantic_segmentation INFO: Iters: 51770/150000 || Lr: 0.013664 || Task Loss: 0.5003 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:57 || Estimated Time: 2 days, 1:08:30
2023-07-25 12:41:32,301 semantic_segmentation INFO: Iters: 51780/150000 || Lr: 0.013663 || Task Loss: 0.6688 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2503|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:14 || Estimated Time: 2 days, 1:08:10
2023-07-25 12:41:49,368 semantic_segmentation INFO: Iters: 51790/150000 || Lr: 0.013661 || Task Loss: 0.6100 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:31 || Estimated Time: 2 days, 1:07:51
2023-07-25 12:42:06,589 semantic_segmentation INFO: Iters: 51800/150000 || Lr: 0.013660 || Task Loss: 0.7734 || KD Loss: 0.2708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:48 || Estimated Time: 2 days, 1:07:31
2023-07-25 12:42:23,917 semantic_segmentation INFO: Iters: 51810/150000 || Lr: 0.013659 || Task Loss: 0.7293 || KD Loss: 0.2936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:06 || Estimated Time: 2 days, 1:07:12
2023-07-25 12:42:41,342 semantic_segmentation INFO: Iters: 51820/150000 || Lr: 0.013658 || Task Loss: 0.6459 || KD Loss: 0.2721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:23 || Estimated Time: 2 days, 1:06:53
2023-07-25 12:42:58,517 semantic_segmentation INFO: Iters: 51830/150000 || Lr: 0.013656 || Task Loss: 0.5301 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:40 || Estimated Time: 2 days, 1:06:33
2023-07-25 12:43:15,805 semantic_segmentation INFO: Iters: 51840/150000 || Lr: 0.013655 || Task Loss: 0.8130 || KD Loss: 0.2729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:58 || Estimated Time: 2 days, 1:06:14
2023-07-25 12:43:32,870 semantic_segmentation INFO: Iters: 51850/150000 || Lr: 0.013654 || Task Loss: 0.5821 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:15 || Estimated Time: 2 days, 1:05:54
2023-07-25 12:43:50,091 semantic_segmentation INFO: Iters: 51860/150000 || Lr: 0.013653 || Task Loss: 0.9108 || KD Loss: 0.3085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:32 || Estimated Time: 2 days, 1:05:34
2023-07-25 12:44:07,352 semantic_segmentation INFO: Iters: 51870/150000 || Lr: 0.013651 || Task Loss: 0.5792 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:49 || Estimated Time: 2 days, 1:05:15
2023-07-25 12:44:24,569 semantic_segmentation INFO: Iters: 51880/150000 || Lr: 0.013650 || Task Loss: 0.6287 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:06 || Estimated Time: 2 days, 1:04:55
2023-07-25 12:44:41,630 semantic_segmentation INFO: Iters: 51890/150000 || Lr: 0.013649 || Task Loss: 0.4958 || KD Loss: 0.1188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:23 || Estimated Time: 2 days, 1:04:36
2023-07-25 12:44:58,805 semantic_segmentation INFO: Iters: 51900/150000 || Lr: 0.013648 || Task Loss: 0.7474 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:41 || Estimated Time: 2 days, 1:04:16
2023-07-25 12:45:16,006 semantic_segmentation INFO: Iters: 51910/150000 || Lr: 0.013646 || Task Loss: 0.9098 || KD Loss: 0.3243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:58 || Estimated Time: 2 days, 1:03:57
2023-07-25 12:45:33,495 semantic_segmentation INFO: Iters: 51920/150000 || Lr: 0.013645 || Task Loss: 0.5941 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:15 || Estimated Time: 2 days, 1:03:38
2023-07-25 12:45:50,837 semantic_segmentation INFO: Iters: 51930/150000 || Lr: 0.013644 || Task Loss: 0.4824 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:33 || Estimated Time: 2 days, 1:03:18
2023-07-25 12:46:08,171 semantic_segmentation INFO: Iters: 51940/150000 || Lr: 0.013643 || Task Loss: 0.5348 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:50 || Estimated Time: 2 days, 1:02:59
2023-07-25 12:46:25,332 semantic_segmentation INFO: Iters: 51950/150000 || Lr: 0.013641 || Task Loss: 0.6759 || KD Loss: 0.2308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:07 || Estimated Time: 2 days, 1:02:39
2023-07-25 12:46:42,538 semantic_segmentation INFO: Iters: 51960/150000 || Lr: 0.013640 || Task Loss: 0.5140 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:24 || Estimated Time: 2 days, 1:02:20
2023-07-25 12:46:59,633 semantic_segmentation INFO: Iters: 51970/150000 || Lr: 0.013639 || Task Loss: 1.0989 || KD Loss: 0.4194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:41 || Estimated Time: 2 days, 1:02:00
2023-07-25 12:47:16,821 semantic_segmentation INFO: Iters: 51980/150000 || Lr: 0.013638 || Task Loss: 0.4603 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:59 || Estimated Time: 2 days, 1:01:41
2023-07-25 12:47:33,911 semantic_segmentation INFO: Iters: 51990/150000 || Lr: 0.013636 || Task Loss: 0.4770 || KD Loss: 0.2503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:00:16 || Estimated Time: 2 days, 1:01:21
2023-07-25 12:47:51,410 semantic_segmentation INFO: Iters: 52000/150000 || Lr: 0.013635 || Task Loss: 0.7661 || KD Loss: 0.2890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:00:33 || Estimated Time: 2 days, 1:01:02
2023-07-25 12:47:51,538 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:47:51,930 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.080
2023-07-25 12:47:51,979 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.122
2023-07-25 12:47:51,991 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.145
2023-07-25 12:47:52,005 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.145
2023-07-25 12:47:52,019 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.925, mIoU: 0.205
2023-07-25 12:47:52,031 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.902, mIoU: 0.235
2023-07-25 12:47:52,045 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.911, mIoU: 0.277
2023-07-25 12:47:52,059 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.920, mIoU: 0.284
2023-07-25 12:47:52,071 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.921, mIoU: 0.311
2023-07-25 12:47:52,084 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.920, mIoU: 0.344
2023-07-25 12:47:52,098 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.904, mIoU: 0.349
2023-07-25 12:47:52,112 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.907, mIoU: 0.349
2023-07-25 12:47:52,125 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.872, mIoU: 0.342
2023-07-25 12:47:52,138 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.873, mIoU: 0.325
2023-07-25 12:47:52,152 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.869, mIoU: 0.307
2023-07-25 12:47:52,165 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.874, mIoU: 0.304
2023-07-25 12:47:52,176 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.876, mIoU: 0.303
2023-07-25 12:47:52,188 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.879, mIoU: 0.302
2023-07-25 12:47:52,203 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.883, mIoU: 0.310
2023-07-25 12:47:52,218 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.886, mIoU: 0.354
2023-07-25 12:47:52,233 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.361
2023-07-25 12:47:52,248 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.890, mIoU: 0.371
2023-07-25 12:47:52,262 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.879, mIoU: 0.377
2023-07-25 12:47:52,278 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.882, mIoU: 0.380
2023-07-25 12:47:52,293 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.873, mIoU: 0.366
2023-07-25 12:47:52,306 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.872, mIoU: 0.369
2023-07-25 12:47:52,321 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.873, mIoU: 0.368
2023-07-25 12:47:52,332 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.876, mIoU: 0.368
2023-07-25 12:47:52,347 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.872, mIoU: 0.363
2023-07-25 12:47:52,362 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.877, mIoU: 0.364
2023-07-25 12:47:52,376 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.880, mIoU: 0.367
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2023-07-25 12:47:52,406 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.885, mIoU: 0.372
2023-07-25 12:47:52,421 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.887, mIoU: 0.372
2023-07-25 12:47:52,436 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.887, mIoU: 0.383
2023-07-25 12:47:52,451 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.890, mIoU: 0.384
2023-07-25 12:47:52,464 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.892, mIoU: 0.386
2023-07-25 12:47:52,477 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.894, mIoU: 0.411
2023-07-25 12:47:52,493 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.896, mIoU: 0.425
2023-07-25 12:47:52,506 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.896, mIoU: 0.426
2023-07-25 12:47:52,519 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.888, mIoU: 0.422
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2023-07-25 12:47:52,744 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.888, mIoU: 0.416
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2023-07-25 12:47:52,804 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.883, mIoU: 0.439
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2023-07-25 12:47:52,832 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.882, mIoU: 0.434
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2023-07-25 12:47:52,919 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.888, mIoU: 0.498
2023-07-25 12:47:52,934 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.890, mIoU: 0.500
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2023-07-25 12:47:53,111 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 12:47:53,127 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.885, mIoU: 0.522
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2023-07-25 12:47:53,157 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.880, mIoU: 0.508
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2023-07-25 12:47:53,510 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 12:47:53,523 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 12:47:53,536 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.884, mIoU: 0.526
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2023-07-25 12:47:57,839 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.884, mIoU: 0.511
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2023-07-25 12:47:57,923 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.883, mIoU: 0.512
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2023-07-25 12:47:57,965 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.884, mIoU: 0.512
2023-07-25 12:47:57,980 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.884, mIoU: 0.514
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2023-07-25 12:47:58,008 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.884, mIoU: 0.514
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2023-07-25 12:47:58,083 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.883, mIoU: 0.515
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2023-07-25 12:47:58,113 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 12:47:58,127 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 12:47:58,142 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.884, mIoU: 0.522
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2023-07-25 12:47:58,246 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 12:47:58,260 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 12:47:58,276 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.885, mIoU: 0.521
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2023-07-25 12:47:58,441 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 12:47:58,456 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 12:47:58,471 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 12:47:58,485 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.884, mIoU: 0.521
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2023-07-25 12:47:58,513 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 12:47:58,524 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 12:47:58,538 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 12:47:58,553 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 12:47:58,568 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 12:47:58,583 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.884, mIoU: 0.519
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2023-07-25 12:47:58,629 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.884, mIoU: 0.519
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2023-07-25 12:47:58,718 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 12:47:58,734 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-25 12:47:58,749 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.885, mIoU: 0.524
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2023-07-25 12:47:58,808 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 12:47:58,823 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 12:47:58,836 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 12:47:58,852 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 12:47:58,863 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 12:47:58,878 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 12:47:58,892 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 12:47:58,908 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 12:47:58,923 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 12:47:58,939 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.886, mIoU: 0.528
2023-07-25 12:47:58,949 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.886, mIoU: 0.529
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2023-07-25 12:47:59,119 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.887, mIoU: 0.533
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2023-07-25 12:47:59,149 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.888, mIoU: 0.534
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2023-07-25 12:47:59,207 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 12:47:59,223 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:47:59,239 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:47:59,256 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.889, mIoU: 0.537
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2023-07-25 12:47:59,286 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.888, mIoU: 0.536
2023-07-25 12:47:59,299 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:47:59,315 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.888, mIoU: 0.536
2023-07-25 12:47:59,330 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 12:47:59,344 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.888, mIoU: 0.535
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2023-07-25 12:47:59,375 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:47:59,391 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.887, mIoU: 0.535
2023-07-25 12:47:59,406 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:47:59,419 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:47:59,433 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:47:59,448 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.888, mIoU: 0.539
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2023-07-25 12:47:59,478 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:47:59,494 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:47:59,507 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:47:59,522 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:47:59,537 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:47:59,551 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:47:59,566 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:47:59,577 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.888, mIoU: 0.544
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2023-07-25 12:47:59,617 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-25 12:47:59,645 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.888, mIoU: 0.547
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2023-07-25 12:47:59,690 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:47:59,699 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:47:59,714 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,730 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,746 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,761 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,777 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,790 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,804 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,819 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:47:59,834 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,849 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-25 12:47:59,875 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:47:59,890 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:47:59,905 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 12:47:59,920 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:47:59,934 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:47:59,949 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:47:59,964 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 12:47:59,980 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 12:47:59,993 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 12:48:00,009 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 12:48:00,024 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-25 12:48:00,053 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 12:48:00,068 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.889, mIoU: 0.552
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2023-07-25 12:48:00,111 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-25 12:48:00,734 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:48:00,748 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 12:48:00,764 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 12:48:00,779 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:48:00,795 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:48:00,810 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:48:00,824 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:48:00,837 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 12:48:00,852 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:00,867 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:48:00,881 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:48:00,894 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:48:00,909 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 12:48:00,923 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:00,938 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:00,953 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:00,969 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 12:48:00,983 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:00,998 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 12:48:01,013 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 12:48:01,027 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:48:01,041 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:48:01,055 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 12:48:01,070 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:48:01,088 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 12:48:01,103 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:48:01,118 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:48:01,128 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,142 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 12:48:01,158 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,171 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,187 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,200 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,214 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,229 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,246 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,261 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 12:48:01,277 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,291 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,306 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,319 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,334 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,349 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:01,364 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,379 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:48:01,394 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 12:48:01,409 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,422 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,436 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 12:48:01,451 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:01,463 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,476 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,490 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,505 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,520 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,533 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,547 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,563 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,578 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:01,592 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:01,605 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,612 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:01,627 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,643 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,658 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:01,674 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:01,689 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:01,704 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,720 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,735 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,747 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,762 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,776 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:01,791 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:01,806 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:01,819 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:01,832 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:01,845 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 12:48:01,858 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:01,871 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 12:48:01,884 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:01,897 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:01,911 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:48:01,926 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:48:01,938 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:48:01,952 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:48:01,965 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:01,977 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:01,992 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,008 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 12:48:02,023 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 12:48:02,039 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,054 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,069 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 12:48:02,082 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,098 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,113 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 12:48:02,130 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 12:48:02,147 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 12:48:02,162 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 12:48:02,178 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 12:48:02,191 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:02,204 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:02,216 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,231 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,248 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:02,261 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:02,274 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 12:48:02,288 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:02,302 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:02,317 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,332 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,346 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,359 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 12:48:02,374 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,387 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,402 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,417 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 12:48:02,431 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,447 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,460 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,476 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,492 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,504 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,517 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:02,533 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:02,548 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:02,563 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:02,578 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:02,591 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:02,604 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:02,618 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:02,632 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:02,647 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 12:48:02,664 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,678 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,693 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,706 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,721 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,736 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:02,749 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:02,762 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:02,777 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:02,792 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:02,806 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:02,821 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:02,836 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:02,850 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:02,863 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:02,878 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:02,893 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:02,911 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:02,924 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:02,938 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:02,951 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:02,967 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:02,980 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:02,993 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,009 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,024 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,038 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,054 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,070 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:03,085 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:03,101 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:03,114 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 12:48:03,127 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 12:48:03,141 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 12:48:03,155 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 12:48:03,168 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,181 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,197 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,210 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,223 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,237 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,252 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,267 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,283 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,296 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,309 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,323 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,338 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,353 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,368 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,380 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,393 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,405 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,421 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,437 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,452 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,466 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,477 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,491 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,506 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,521 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,535 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,550 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:03,564 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,579 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,593 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,608 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:03,621 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,635 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,650 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,663 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,678 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,693 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,707 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,722 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,736 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 12:48:03,751 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,765 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,779 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 12:48:03,793 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,808 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,820 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,834 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,847 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:03,863 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 12:48:03,877 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,894 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,909 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:03,920 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,935 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,951 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,966 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,979 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:03,995 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,009 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,023 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,037 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,052 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,067 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,080 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,092 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,108 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,123 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,138 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,151 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,166 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,181 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,196 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,211 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,224 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,239 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 12:48:04,252 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 12:48:04,267 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,281 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,294 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 12:48:04,309 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,322 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,337 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,352 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,366 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,381 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,395 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,409 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,424 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:04,440 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,455 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,470 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,486 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,495 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,510 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,523 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,538 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,553 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,568 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,581 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,596 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,611 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,626 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,642 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,657 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,670 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,686 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,701 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,716 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,729 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,744 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,759 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,775 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,787 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 12:48:04,803 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 12:48:04,818 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 12:48:04,832 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 12:48:04,846 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,861 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,874 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,889 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 12:48:04,902 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 12:48:04,917 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:04,932 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:04,947 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:04,962 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:04,977 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:04,992 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,005 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,018 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,033 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 12:48:05,046 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,060 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,075 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,091 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,106 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,122 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,136 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,149 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,166 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,182 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,195 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,211 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,224 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,240 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,254 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,270 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,285 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,299 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 12:48:05,309 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,324 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,340 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,353 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,367 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,381 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,396 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,409 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 12:48:05,424 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 12:48:05,439 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 12:48:05,454 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 12:48:05,470 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 12:48:05,485 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 12:48:05,502 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 12:48:05,518 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 12:48:05,532 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 12:48:05,547 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 12:48:05,562 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 12:48:05,577 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 12:48:05,590 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 12:48:05,606 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:05,621 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 12:48:05,637 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 12:48:05,644 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:05,657 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:05,669 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 12:48:05,682 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,693 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,708 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,722 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,737 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,748 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,761 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,775 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,786 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,801 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:05,813 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:05,828 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:05,842 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:05,857 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,873 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:05,884 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 12:48:05,898 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,913 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,928 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,943 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:05,958 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,971 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,982 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:05,993 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,006 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,018 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,033 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,046 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:06,061 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:06,076 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,092 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,106 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,121 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,136 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,151 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:06,166 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,180 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,195 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,209 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,225 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,237 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,250 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,265 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,278 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,295 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,308 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,324 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,339 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,358 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,374 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,387 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,403 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,419 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,434 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,450 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,463 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,476 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 12:48:06,491 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 12:48:06,505 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 12:48:06,520 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 12:48:06,534 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 12:48:06,549 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 12:48:06,565 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 12:48:06,579 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,593 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,606 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,620 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,630 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,643 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,657 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 12:48:06,669 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:06,684 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,699 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:06,715 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,730 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,746 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,762 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,777 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,790 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,807 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,820 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,835 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,851 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,864 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,879 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,892 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,907 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,923 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:06,938 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,953 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,968 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,981 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:06,993 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:07,008 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,021 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,034 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 12:48:07,049 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:07,064 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:07,078 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.891, mIoU: 0.539
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2023-07-25 12:48:07,105 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 12:48:07,121 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-25 12:48:07,152 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:07,166 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:07,179 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 12:48:07,194 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,210 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,225 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 12:48:07,240 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,256 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,271 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,285 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,300 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,315 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 12:48:07,330 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 12:48:07,344 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-25 12:48:07,372 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-25 12:48:07,518 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:07,533 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-25 12:48:07,706 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:07,719 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:07,734 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,750 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,763 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,776 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,791 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,806 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,821 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,838 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.889, mIoU: 0.537
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2023-07-25 12:48:07,884 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,897 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 12:48:07,913 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.889, mIoU: 0.537
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2023-07-25 12:48:07,969 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:07,984 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:07,999 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.889, mIoU: 0.538
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2023-07-25 12:48:08,085 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,101 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,117 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,131 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,146 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:08,159 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:08,174 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:08,189 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,204 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,219 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,232 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.889, mIoU: 0.538
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2023-07-25 12:48:08,260 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,272 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.889, mIoU: 0.538
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2023-07-25 12:48:08,367 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 12:48:08,383 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.889, mIoU: 0.538
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2023-07-25 12:48:08,528 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 12:48:08,541 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.889, mIoU: 0.539
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2023-07-25 12:48:08,955 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.889, mIoU: 0.542
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2023-07-25 12:48:09,113 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,127 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,142 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,158 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,171 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,186 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,197 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,213 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,228 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,243 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,256 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,271 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,288 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,303 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,314 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,329 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,344 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,355 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:09,369 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:09,384 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:09,399 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:09,412 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:09,425 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:09,440 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:09,454 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,469 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,482 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,497 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,510 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,523 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,538 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:09,553 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,568 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,583 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,599 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,612 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,627 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,642 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,657 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,672 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:09,685 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:48:09,698 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 12:48:09,713 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:09,728 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:09,743 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:09,756 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,770 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,785 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,800 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:09,813 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,826 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,841 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:09,856 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:09,871 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:09,886 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,901 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:09,917 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,929 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:09,944 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:09,959 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:09,972 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:48:09,986 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,001 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:48:10,016 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:48:10,031 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 12:48:10,046 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 12:48:10,061 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,075 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,090 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,105 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,120 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,135 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,149 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,164 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,179 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,192 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,205 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,220 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,236 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,248 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,263 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,279 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 12:48:10,293 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,308 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,322 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,337 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,351 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,364 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,378 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,391 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 12:48:10,404 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:10,417 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:10,432 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:10,447 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,460 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,473 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,487 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,499 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,512 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,527 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,542 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,557 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,572 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,585 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,600 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:10,615 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,629 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,645 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,660 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,676 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,689 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,704 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,719 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,734 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,749 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,761 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,776 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,791 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,806 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:10,821 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,834 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,849 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,864 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,879 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,894 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,908 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,923 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,938 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,948 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,962 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:10,975 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:48:10,988 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,005 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,020 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:11,034 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,047 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,060 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,074 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,089 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,103 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,118 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,132 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,145 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,160 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,175 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,188 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,203 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,218 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,230 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,245 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,256 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,272 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,286 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,301 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,315 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,328 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,341 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,355 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,369 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 12:48:11,383 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,397 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,410 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,425 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,441 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,456 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,469 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,484 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,501 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,517 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,533 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,548 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,556 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,571 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,584 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.889, mIoU: 0.543
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2023-07-25 12:48:11,640 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,655 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,671 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,685 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 12:48:11,701 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,713 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,728 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:11,744 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:11,758 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,773 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,788 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.889, mIoU: 0.542
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2023-07-25 12:48:11,819 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,834 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,849 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,865 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.889, mIoU: 0.542
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2023-07-25 12:48:11,892 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:11,907 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 12:48:11,922 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,937 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 12:48:11,952 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:11,968 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 12:48:11,983 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:11,997 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,010 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,024 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,037 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,051 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,066 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,081 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,095 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,107 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,122 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,136 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,151 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,165 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,179 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,194 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,208 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,222 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,236 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,250 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,265 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,279 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,294 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,309 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:12,324 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,338 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,347 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,362 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,375 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,389 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,404 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,419 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,433 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,445 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,454 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,470 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,485 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,500 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,513 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,527 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,542 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,555 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,570 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,585 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,599 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,613 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,626 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,641 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,656 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,670 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,683 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,698 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,713 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 12:48:12,728 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,744 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,757 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,772 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,787 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 12:48:12,804 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 12:48:29,711 semantic_segmentation INFO: Iters: 52010/150000 || Lr: 0.013634 || Task Loss: 0.7111 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:11 || Estimated Time: 2 days, 1:01:22
2023-07-25 12:48:46,759 semantic_segmentation INFO: Iters: 52020/150000 || Lr: 0.013633 || Task Loss: 0.8762 || KD Loss: 0.2262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:29 || Estimated Time: 2 days, 1:01:02
2023-07-25 12:49:03,929 semantic_segmentation INFO: Iters: 52030/150000 || Lr: 0.013631 || Task Loss: 1.0188 || KD Loss: 0.3197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:46 || Estimated Time: 2 days, 1:00:43
2023-07-25 12:49:21,156 semantic_segmentation INFO: Iters: 52040/150000 || Lr: 0.013630 || Task Loss: 0.6789 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:03 || Estimated Time: 2 days, 1:00:23
2023-07-25 12:49:38,353 semantic_segmentation INFO: Iters: 52050/150000 || Lr: 0.013629 || Task Loss: 0.7590 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:20 || Estimated Time: 2 days, 1:00:04
2023-07-25 12:49:55,658 semantic_segmentation INFO: Iters: 52060/150000 || Lr: 0.013627 || Task Loss: 0.5169 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:37 || Estimated Time: 2 days, 0:59:44
2023-07-25 12:50:12,936 semantic_segmentation INFO: Iters: 52070/150000 || Lr: 0.013626 || Task Loss: 0.4941 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:55 || Estimated Time: 2 days, 0:59:25
2023-07-25 12:50:30,182 semantic_segmentation INFO: Iters: 52080/150000 || Lr: 0.013625 || Task Loss: 0.6833 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:12 || Estimated Time: 2 days, 0:59:06
2023-07-25 12:50:47,275 semantic_segmentation INFO: Iters: 52090/150000 || Lr: 0.013624 || Task Loss: 0.6609 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:29 || Estimated Time: 2 days, 0:58:46
2023-07-25 12:51:04,424 semantic_segmentation INFO: Iters: 52100/150000 || Lr: 0.013622 || Task Loss: 0.9098 || KD Loss: 0.3046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:46 || Estimated Time: 2 days, 0:58:26
2023-07-25 12:51:21,573 semantic_segmentation INFO: Iters: 52110/150000 || Lr: 0.013621 || Task Loss: 0.8756 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:03 || Estimated Time: 2 days, 0:58:07
2023-07-25 12:51:39,067 semantic_segmentation INFO: Iters: 52120/150000 || Lr: 0.013620 || Task Loss: 0.4554 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:21 || Estimated Time: 2 days, 0:57:48
2023-07-25 12:51:56,675 semantic_segmentation INFO: Iters: 52130/150000 || Lr: 0.013619 || Task Loss: 0.8544 || KD Loss: 0.2350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:38 || Estimated Time: 2 days, 0:57:29
2023-07-25 12:52:13,719 semantic_segmentation INFO: Iters: 52140/150000 || Lr: 0.013617 || Task Loss: 0.4780 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2473|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:56 || Estimated Time: 2 days, 0:57:09
2023-07-25 12:52:30,825 semantic_segmentation INFO: Iters: 52150/150000 || Lr: 0.013616 || Task Loss: 0.5389 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:13 || Estimated Time: 2 days, 0:56:49
2023-07-25 12:52:47,992 semantic_segmentation INFO: Iters: 52160/150000 || Lr: 0.013615 || Task Loss: 0.5525 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:30 || Estimated Time: 2 days, 0:56:30
2023-07-25 12:53:05,021 semantic_segmentation INFO: Iters: 52170/150000 || Lr: 0.013614 || Task Loss: 0.8138 || KD Loss: 0.2280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:47 || Estimated Time: 2 days, 0:56:10
2023-07-25 12:53:22,204 semantic_segmentation INFO: Iters: 52180/150000 || Lr: 0.013612 || Task Loss: 0.6045 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:04 || Estimated Time: 2 days, 0:55:50
2023-07-25 12:53:39,607 semantic_segmentation INFO: Iters: 52190/150000 || Lr: 0.013611 || Task Loss: 0.4986 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:21 || Estimated Time: 2 days, 0:55:31
2023-07-25 12:53:56,630 semantic_segmentation INFO: Iters: 52200/150000 || Lr: 0.013610 || Task Loss: 0.7278 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:38 || Estimated Time: 2 days, 0:55:11
2023-07-25 12:54:14,113 semantic_segmentation INFO: Iters: 52210/150000 || Lr: 0.013609 || Task Loss: 0.6532 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:56 || Estimated Time: 2 days, 0:54:52
2023-07-25 12:54:31,657 semantic_segmentation INFO: Iters: 52220/150000 || Lr: 0.013607 || Task Loss: 0.9085 || KD Loss: 0.3978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:13 || Estimated Time: 2 days, 0:54:33
2023-07-25 12:54:48,706 semantic_segmentation INFO: Iters: 52230/150000 || Lr: 0.013606 || Task Loss: 0.6125 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:30 || Estimated Time: 2 days, 0:54:14
2023-07-25 12:55:05,820 semantic_segmentation INFO: Iters: 52240/150000 || Lr: 0.013605 || Task Loss: 0.5454 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:48 || Estimated Time: 2 days, 0:53:54
2023-07-25 12:55:22,936 semantic_segmentation INFO: Iters: 52250/150000 || Lr: 0.013604 || Task Loss: 0.5904 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:05 || Estimated Time: 2 days, 0:53:34
2023-07-25 12:55:40,054 semantic_segmentation INFO: Iters: 52260/150000 || Lr: 0.013602 || Task Loss: 0.5113 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:22 || Estimated Time: 2 days, 0:53:15
2023-07-25 12:55:57,726 semantic_segmentation INFO: Iters: 52270/150000 || Lr: 0.013601 || Task Loss: 0.6393 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2471|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:40 || Estimated Time: 2 days, 0:52:56
2023-07-25 12:56:14,740 semantic_segmentation INFO: Iters: 52280/150000 || Lr: 0.013600 || Task Loss: 0.8727 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:57 || Estimated Time: 2 days, 0:52:36
2023-07-25 12:56:31,827 semantic_segmentation INFO: Iters: 52290/150000 || Lr: 0.013599 || Task Loss: 0.5369 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:14 || Estimated Time: 2 days, 0:52:16
2023-07-25 12:56:49,040 semantic_segmentation INFO: Iters: 52300/150000 || Lr: 0.013597 || Task Loss: 0.4843 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:31 || Estimated Time: 2 days, 0:51:57
2023-07-25 12:57:06,609 semantic_segmentation INFO: Iters: 52310/150000 || Lr: 0.013596 || Task Loss: 0.9917 || KD Loss: 0.2899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:48 || Estimated Time: 2 days, 0:51:38
2023-07-25 12:57:23,758 semantic_segmentation INFO: Iters: 52320/150000 || Lr: 0.013595 || Task Loss: 0.4691 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:06 || Estimated Time: 2 days, 0:51:19
2023-07-25 12:57:40,973 semantic_segmentation INFO: Iters: 52330/150000 || Lr: 0.013594 || Task Loss: 0.5839 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:23 || Estimated Time: 2 days, 0:50:59
2023-07-25 12:57:58,164 semantic_segmentation INFO: Iters: 52340/150000 || Lr: 0.013592 || Task Loss: 0.7350 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:40 || Estimated Time: 2 days, 0:50:40
2023-07-25 12:58:15,268 semantic_segmentation INFO: Iters: 52350/150000 || Lr: 0.013591 || Task Loss: 0.5352 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:57 || Estimated Time: 2 days, 0:50:20
2023-07-25 12:58:32,502 semantic_segmentation INFO: Iters: 52360/150000 || Lr: 0.013590 || Task Loss: 0.5439 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:14 || Estimated Time: 2 days, 0:50:01
2023-07-25 12:58:49,745 semantic_segmentation INFO: Iters: 52370/150000 || Lr: 0.013589 || Task Loss: 0.6473 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:32 || Estimated Time: 2 days, 0:49:41
2023-07-25 12:59:06,898 semantic_segmentation INFO: Iters: 52380/150000 || Lr: 0.013587 || Task Loss: 0.7549 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:49 || Estimated Time: 2 days, 0:49:21
2023-07-25 12:59:23,993 semantic_segmentation INFO: Iters: 52390/150000 || Lr: 0.013586 || Task Loss: 0.8878 || KD Loss: 0.2677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:06 || Estimated Time: 2 days, 0:49:02
2023-07-25 12:59:41,191 semantic_segmentation INFO: Iters: 52400/150000 || Lr: 0.013585 || Task Loss: 0.5750 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:23 || Estimated Time: 2 days, 0:48:42
2023-07-25 12:59:58,383 semantic_segmentation INFO: Iters: 52410/150000 || Lr: 0.013584 || Task Loss: 0.5711 || KD Loss: 0.1989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:40 || Estimated Time: 2 days, 0:48:23
2023-07-25 13:00:15,493 semantic_segmentation INFO: Iters: 52420/150000 || Lr: 0.013582 || Task Loss: 0.6274 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:57 || Estimated Time: 2 days, 0:48:03
2023-07-25 13:00:33,178 semantic_segmentation INFO: Iters: 52430/150000 || Lr: 0.013581 || Task Loss: 0.7259 || KD Loss: 0.2544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:13:15 || Estimated Time: 2 days, 0:47:44
2023-07-25 13:00:50,528 semantic_segmentation INFO: Iters: 52440/150000 || Lr: 0.013580 || Task Loss: 0.5307 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:13:32 || Estimated Time: 2 days, 0:47:25
2023-07-25 13:01:07,525 semantic_segmentation INFO: Iters: 52450/150000 || Lr: 0.013579 || Task Loss: 0.7426 || KD Loss: 0.2552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:13:49 || Estimated Time: 2 days, 0:47:05
2023-07-25 13:01:24,712 semantic_segmentation INFO: Iters: 52460/150000 || Lr: 0.013577 || Task Loss: 0.6584 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:06 || Estimated Time: 2 days, 0:46:46
2023-07-25 13:01:41,895 semantic_segmentation INFO: Iters: 52470/150000 || Lr: 0.013576 || Task Loss: 0.5881 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:24 || Estimated Time: 2 days, 0:46:26
2023-07-25 13:01:59,120 semantic_segmentation INFO: Iters: 52480/150000 || Lr: 0.013575 || Task Loss: 0.6648 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:41 || Estimated Time: 2 days, 0:46:07
2023-07-25 13:02:16,752 semantic_segmentation INFO: Iters: 52490/150000 || Lr: 0.013574 || Task Loss: 0.4213 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:59 || Estimated Time: 2 days, 0:45:48
2023-07-25 13:02:34,043 semantic_segmentation INFO: Iters: 52500/150000 || Lr: 0.013572 || Task Loss: 0.3688 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:16 || Estimated Time: 2 days, 0:45:29
2023-07-25 13:02:51,342 semantic_segmentation INFO: Iters: 52510/150000 || Lr: 0.013571 || Task Loss: 0.6534 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:33 || Estimated Time: 2 days, 0:45:10
2023-07-25 13:03:09,036 semantic_segmentation INFO: Iters: 52520/150000 || Lr: 0.013570 || Task Loss: 0.6984 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:51 || Estimated Time: 2 days, 0:44:51
2023-07-25 13:03:26,044 semantic_segmentation INFO: Iters: 52530/150000 || Lr: 0.013569 || Task Loss: 0.8266 || KD Loss: 0.2828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:08 || Estimated Time: 2 days, 0:44:31
2023-07-25 13:03:43,329 semantic_segmentation INFO: Iters: 52540/150000 || Lr: 0.013567 || Task Loss: 0.6203 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:25 || Estimated Time: 2 days, 0:44:12
2023-07-25 13:04:00,514 semantic_segmentation INFO: Iters: 52550/150000 || Lr: 0.013566 || Task Loss: 0.6166 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:42 || Estimated Time: 2 days, 0:43:52
2023-07-25 13:04:17,845 semantic_segmentation INFO: Iters: 52560/150000 || Lr: 0.013565 || Task Loss: 0.6696 || KD Loss: 0.2296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:00 || Estimated Time: 2 days, 0:43:33
2023-07-25 13:04:35,050 semantic_segmentation INFO: Iters: 52570/150000 || Lr: 0.013564 || Task Loss: 0.6672 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:17 || Estimated Time: 2 days, 0:43:13
2023-07-25 13:04:52,202 semantic_segmentation INFO: Iters: 52580/150000 || Lr: 0.013562 || Task Loss: 0.4271 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:34 || Estimated Time: 2 days, 0:42:54
2023-07-25 13:05:09,365 semantic_segmentation INFO: Iters: 52590/150000 || Lr: 0.013561 || Task Loss: 0.8125 || KD Loss: 0.2574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:51 || Estimated Time: 2 days, 0:42:34
2023-07-25 13:05:26,855 semantic_segmentation INFO: Iters: 52600/150000 || Lr: 0.013560 || Task Loss: 0.6407 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:09 || Estimated Time: 2 days, 0:42:15
2023-07-25 13:05:43,976 semantic_segmentation INFO: Iters: 52610/150000 || Lr: 0.013559 || Task Loss: 0.5148 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:26 || Estimated Time: 2 days, 0:41:56
2023-07-25 13:06:01,352 semantic_segmentation INFO: Iters: 52620/150000 || Lr: 0.013557 || Task Loss: 0.7040 || KD Loss: 0.2659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:43 || Estimated Time: 2 days, 0:41:37
2023-07-25 13:06:18,803 semantic_segmentation INFO: Iters: 52630/150000 || Lr: 0.013556 || Task Loss: 0.6420 || KD Loss: 0.1970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:01 || Estimated Time: 2 days, 0:41:18
2023-07-25 13:06:35,981 semantic_segmentation INFO: Iters: 52640/150000 || Lr: 0.013555 || Task Loss: 0.5783 || KD Loss: 0.1404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:18 || Estimated Time: 2 days, 0:40:58
2023-07-25 13:06:53,405 semantic_segmentation INFO: Iters: 52650/150000 || Lr: 0.013554 || Task Loss: 0.9410 || KD Loss: 0.4008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:35 || Estimated Time: 2 days, 0:40:39
2023-07-25 13:07:10,689 semantic_segmentation INFO: Iters: 52660/150000 || Lr: 0.013552 || Task Loss: 0.5351 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:52 || Estimated Time: 2 days, 0:40:20
2023-07-25 13:07:27,827 semantic_segmentation INFO: Iters: 52670/150000 || Lr: 0.013551 || Task Loss: 0.6344 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:10 || Estimated Time: 2 days, 0:40:00
2023-07-25 13:07:45,026 semantic_segmentation INFO: Iters: 52680/150000 || Lr: 0.013550 || Task Loss: 0.8036 || KD Loss: 0.2332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:27 || Estimated Time: 2 days, 0:39:41
2023-07-25 13:08:02,484 semantic_segmentation INFO: Iters: 52690/150000 || Lr: 0.013549 || Task Loss: 0.6824 || KD Loss: 0.2604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:44 || Estimated Time: 2 days, 0:39:22
2023-07-25 13:08:19,700 semantic_segmentation INFO: Iters: 52700/150000 || Lr: 0.013547 || Task Loss: 0.7093 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:01 || Estimated Time: 2 days, 0:39:02
2023-07-25 13:08:36,833 semantic_segmentation INFO: Iters: 52710/150000 || Lr: 0.013546 || Task Loss: 0.6378 || KD Loss: 0.1938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:19 || Estimated Time: 2 days, 0:38:43
2023-07-25 13:08:53,979 semantic_segmentation INFO: Iters: 52720/150000 || Lr: 0.013545 || Task Loss: 0.5864 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:36 || Estimated Time: 2 days, 0:38:23
2023-07-25 13:09:11,031 semantic_segmentation INFO: Iters: 52730/150000 || Lr: 0.013544 || Task Loss: 0.5912 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:53 || Estimated Time: 2 days, 0:38:03
2023-07-25 13:09:28,242 semantic_segmentation INFO: Iters: 52740/150000 || Lr: 0.013542 || Task Loss: 0.7984 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:10 || Estimated Time: 2 days, 0:37:44
2023-07-25 13:09:45,713 semantic_segmentation INFO: Iters: 52750/150000 || Lr: 0.013541 || Task Loss: 0.4907 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:27 || Estimated Time: 2 days, 0:37:25
2023-07-25 13:10:02,835 semantic_segmentation INFO: Iters: 52760/150000 || Lr: 0.013540 || Task Loss: 0.5784 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:45 || Estimated Time: 2 days, 0:37:05
2023-07-25 13:10:20,091 semantic_segmentation INFO: Iters: 52770/150000 || Lr: 0.013539 || Task Loss: 0.5201 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:02 || Estimated Time: 2 days, 0:36:46
2023-07-25 13:10:37,210 semantic_segmentation INFO: Iters: 52780/150000 || Lr: 0.013537 || Task Loss: 0.6817 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:19 || Estimated Time: 2 days, 0:36:26
2023-07-25 13:10:54,514 semantic_segmentation INFO: Iters: 52790/150000 || Lr: 0.013536 || Task Loss: 0.5938 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:36 || Estimated Time: 2 days, 0:36:07
2023-07-25 13:11:11,633 semantic_segmentation INFO: Iters: 52800/150000 || Lr: 0.013535 || Task Loss: 0.6468 || KD Loss: 0.2445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:53 || Estimated Time: 2 days, 0:35:47
2023-07-25 13:11:11,757 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:11:12,142 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-25 13:11:12,175 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.129
2023-07-25 13:11:12,187 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.142
2023-07-25 13:11:12,201 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.144
2023-07-25 13:11:12,214 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.211
2023-07-25 13:11:12,226 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.257
2023-07-25 13:11:12,240 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.296
2023-07-25 13:11:12,254 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.301
2023-07-25 13:11:12,266 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.340
2023-07-25 13:11:12,280 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.353
2023-07-25 13:11:12,294 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.915, mIoU: 0.354
2023-07-25 13:11:12,308 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.922, mIoU: 0.390
2023-07-25 13:11:12,320 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.884, mIoU: 0.336
2023-07-25 13:11:12,334 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.326
2023-07-25 13:11:12,349 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.888, mIoU: 0.325
2023-07-25 13:11:12,361 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.892, mIoU: 0.322
2023-07-25 13:11:12,372 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.892, mIoU: 0.320
2023-07-25 13:11:12,385 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.890, mIoU: 0.317
2023-07-25 13:11:12,399 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.326
2023-07-25 13:11:12,415 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.896, mIoU: 0.371
2023-07-25 13:11:12,430 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.901, mIoU: 0.378
2023-07-25 13:11:12,445 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.901, mIoU: 0.387
2023-07-25 13:11:12,460 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.896, mIoU: 0.404
2023-07-25 13:11:12,475 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.893, mIoU: 0.384
2023-07-25 13:11:12,490 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.885, mIoU: 0.379
2023-07-25 13:11:12,504 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-25 13:11:12,518 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.885, mIoU: 0.381
2023-07-25 13:11:12,530 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.886, mIoU: 0.375
2023-07-25 13:11:12,545 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.881, mIoU: 0.368
2023-07-25 13:11:12,560 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.885, mIoU: 0.368
2023-07-25 13:11:12,574 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.888, mIoU: 0.371
2023-07-25 13:11:12,589 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.890, mIoU: 0.371
2023-07-25 13:11:12,603 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.893, mIoU: 0.380
2023-07-25 13:11:12,618 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.378
2023-07-25 13:11:12,633 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.884, mIoU: 0.397
2023-07-25 13:11:12,647 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.398
2023-07-25 13:11:12,660 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.889, mIoU: 0.397
2023-07-25 13:11:12,673 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.891, mIoU: 0.415
2023-07-25 13:11:12,689 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.890, mIoU: 0.415
2023-07-25 13:11:12,701 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.890, mIoU: 0.413
2023-07-25 13:11:12,714 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.891, mIoU: 0.440
2023-07-25 13:11:12,729 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.894, mIoU: 0.440
2023-07-25 13:11:12,743 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.891, mIoU: 0.443
2023-07-25 13:11:12,755 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.892, mIoU: 0.443
2023-07-25 13:11:12,770 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.893, mIoU: 0.450
2023-07-25 13:11:12,785 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.894, mIoU: 0.452
2023-07-25 13:11:12,798 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.895, mIoU: 0.457
2023-07-25 13:11:12,810 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.896, mIoU: 0.458
2023-07-25 13:11:12,824 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.458
2023-07-25 13:11:12,840 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.895, mIoU: 0.455
2023-07-25 13:11:12,855 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.452
2023-07-25 13:11:12,870 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.452
2023-07-25 13:11:12,883 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.450
2023-07-25 13:11:12,898 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 13:11:12,913 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.898, mIoU: 0.452
2023-07-25 13:11:12,925 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.897, mIoU: 0.451
2023-07-25 13:11:12,941 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.897, mIoU: 0.450
2023-07-25 13:11:12,958 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.899, mIoU: 0.448
2023-07-25 13:11:12,972 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.899, mIoU: 0.448
2023-07-25 13:11:12,987 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.890, mIoU: 0.463
2023-07-25 13:11:13,001 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.890, mIoU: 0.468
2023-07-25 13:11:13,016 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.892, mIoU: 0.466
2023-07-25 13:11:13,030 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.893, mIoU: 0.466
2023-07-25 13:11:13,048 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.893, mIoU: 0.477
2023-07-25 13:11:13,062 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.894, mIoU: 0.490
2023-07-25 13:11:13,078 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.895, mIoU: 0.490
2023-07-25 13:11:13,093 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.896, mIoU: 0.489
2023-07-25 13:11:13,106 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.897, mIoU: 0.527
2023-07-25 13:11:13,122 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.898, mIoU: 0.527
2023-07-25 13:11:13,137 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.897, mIoU: 0.532
2023-07-25 13:11:13,153 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-25 13:11:13,166 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-25 13:11:13,182 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.897, mIoU: 0.537
2023-07-25 13:11:13,197 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.898, mIoU: 0.536
2023-07-25 13:11:13,212 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-25 13:11:13,227 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-25 13:11:13,242 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:11:13,251 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.886, mIoU: 0.531
2023-07-25 13:11:13,267 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 13:11:13,283 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 13:11:13,296 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 13:11:13,311 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 13:11:13,326 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-25 13:11:13,341 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 13:11:13,357 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 13:11:13,373 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.881, mIoU: 0.520
2023-07-25 13:11:13,388 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 13:11:13,404 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-25 13:11:13,419 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 13:11:13,433 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 13:11:13,449 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 13:11:13,465 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 13:11:13,481 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 13:11:13,496 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-25 13:11:13,511 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.881, mIoU: 0.544
2023-07-25 13:11:13,527 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-25 13:11:13,540 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-25 13:11:13,554 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-25 13:11:13,569 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-25 13:11:13,582 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:13,597 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 13:11:13,611 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:13,624 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:13,639 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:13,654 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 13:11:13,666 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 13:11:13,681 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 13:11:13,696 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 13:11:13,709 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 13:11:13,722 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 13:11:13,735 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-25 13:11:13,748 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.885, mIoU: 0.534
2023-07-25 13:11:13,763 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 13:11:13,777 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 13:11:13,793 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-25 13:11:13,806 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 13:11:13,819 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 13:11:13,834 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 13:11:13,847 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 13:11:13,862 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 13:11:13,877 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.885, mIoU: 0.525
2023-07-25 13:11:13,891 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:11:13,904 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:11:13,919 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:11:13,934 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:11:13,943 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 13:11:13,955 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:11:13,971 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.883, mIoU: 0.512
2023-07-25 13:11:13,980 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-25 13:11:13,993 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:11:14,009 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:11:14,025 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.886, mIoU: 0.518
2023-07-25 13:11:14,038 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.886, mIoU: 0.519
2023-07-25 13:11:14,054 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:11:14,068 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:11:14,081 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:11:14,096 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:11:14,109 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 13:11:14,125 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 13:11:14,138 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:11:14,153 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:11:14,169 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:11:14,184 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 13:11:14,200 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.888, mIoU: 0.528
2023-07-25 13:11:14,215 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.889, mIoU: 0.529
2023-07-25 13:11:14,230 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:11:14,246 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:11:14,260 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.888, mIoU: 0.532
2023-07-25 13:11:14,270 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 13:11:14,286 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:14,301 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.888, mIoU: 0.549
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2023-07-25 13:11:20,169 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 13:11:20,255 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 13:11:20,721 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-25 13:11:20,808 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 13:11:20,893 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 13:11:20,908 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 13:11:21,069 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-25 13:11:21,127 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:21,140 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:21,155 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:21,169 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:21,185 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:21,200 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.887, mIoU: 0.545
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2023-07-25 13:11:21,231 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 13:11:21,247 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,262 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 13:11:21,277 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.886, mIoU: 0.542
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2023-07-25 13:11:21,306 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:21,321 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 13:11:21,370 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:21,380 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 13:11:21,448 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:21,461 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 13:11:21,492 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 13:11:21,506 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:21,522 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 13:11:21,535 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,549 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,563 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,577 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,592 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 13:11:21,608 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:21,623 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:21,638 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:21,653 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:21,666 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:21,681 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:21,696 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:21,709 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:21,722 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 13:11:21,736 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-25 13:11:21,893 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.887, mIoU: 0.548
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2023-07-25 13:11:22,163 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 13:11:22,179 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.887, mIoU: 0.550
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2023-07-25 13:11:22,277 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.888, mIoU: 0.551
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2023-07-25 13:11:22,308 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.888, mIoU: 0.550
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2023-07-25 13:11:22,414 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.553
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2023-07-25 13:11:23,034 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,049 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,063 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,078 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,094 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,108 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,121 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,136 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,152 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,169 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,182 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,196 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,210 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,225 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,238 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,251 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,266 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,281 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,294 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,310 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,325 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:23,341 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:23,356 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:23,369 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:23,382 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:23,396 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:23,410 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,423 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,437 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,453 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,467 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,480 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,495 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,511 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,527 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,543 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,556 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,570 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,585 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,601 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,616 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,632 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 13:11:23,645 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,658 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,670 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,686 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,701 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,716 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,730 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,742 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,755 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,771 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,786 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:23,799 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,814 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,827 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,843 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,857 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,872 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:23,885 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,900 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,915 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,928 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:23,944 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:23,959 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:23,974 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:23,989 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:24,004 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:24,020 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:24,035 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 13:11:24,049 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:24,065 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,080 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:24,094 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:24,107 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:24,120 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,137 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,151 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,167 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,182 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,194 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,209 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,225 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,240 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,254 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,269 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,284 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:24,298 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,312 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:24,328 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 13:11:24,342 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 13:11:24,355 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,367 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,384 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,399 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,414 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,427 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,443 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,458 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,474 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,490 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,503 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,519 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,532 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,548 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 13:11:24,563 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 13:11:24,576 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,592 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,606 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:24,621 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,637 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,652 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,666 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,681 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 13:11:24,696 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,711 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,727 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,742 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,758 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,773 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,783 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,797 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,811 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,826 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,841 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,857 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,870 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,885 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,900 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,915 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,931 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,946 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:24,959 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,975 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:24,989 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:25,004 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,017 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:25,033 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 13:11:25,049 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:25,065 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:25,078 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 13:11:25,094 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:25,110 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:25,123 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:25,138 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,153 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:25,166 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:25,181 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:25,195 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,209 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,225 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,240 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,255 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,271 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,286 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,299 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,312 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:25,327 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:25,340 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,353 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,368 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,383 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:25,398 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:25,413 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,427 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,440 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:25,457 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,473 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,486 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,501 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,515 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,531 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,546 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,563 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,578 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,593 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,602 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,619 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,634 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,647 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,662 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,676 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,691 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,704 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,719 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,734 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,749 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,764 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,778 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,795 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,810 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,823 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,837 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,852 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,866 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:25,879 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,894 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:25,910 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,925 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,932 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,945 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,958 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,970 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:25,982 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:25,997 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,011 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,026 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,038 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:26,051 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:26,066 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:26,077 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 13:11:26,092 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,106 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,121 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,137 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,152 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,167 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 13:11:26,179 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,192 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,207 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,223 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,238 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,253 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,266 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,277 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,289 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,303 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,314 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,330 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,343 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,358 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:26,373 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:26,389 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:26,403 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:26,418 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:26,434 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:26,449 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,465 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,479 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:26,494 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,509 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,525 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,538 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,552 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,567 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,580 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,596 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,610 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,624 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,640 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,657 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,673 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,687 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,703 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,718 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,734 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,749 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,763 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,776 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 13:11:26,791 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 13:11:26,806 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 13:11:26,822 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 13:11:26,837 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,852 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 13:11:26,868 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 13:11:26,883 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,898 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,911 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,927 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,938 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,951 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,966 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 13:11:26,978 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 13:11:26,993 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 13:11:27,008 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,023 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,039 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,055 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,070 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,086 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,098 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,114 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,127 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,143 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,158 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,171 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,186 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,200 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,215 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,230 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 13:11:27,246 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,261 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,277 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,290 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,303 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,318 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,331 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,344 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,360 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,375 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,390 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,403 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,416 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,431 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,446 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,461 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,474 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,487 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 13:11:27,502 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,517 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,532 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,548 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,563 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,578 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,592 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,607 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,622 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,637 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,651 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 13:11:27,666 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,679 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,694 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,709 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,725 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,737 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 13:11:27,752 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,767 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,783 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,797 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,812 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,826 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,841 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,856 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,871 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,886 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,900 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:27,915 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,931 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,944 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,959 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,972 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,981 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:27,997 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,012 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,025 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,040 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,055 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,068 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,081 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,096 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,111 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,126 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,143 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,158 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,175 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,189 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,202 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,217 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,232 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,247 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,259 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,272 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,287 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,302 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,318 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,333 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,346 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 13:11:28,362 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,376 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,389 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:28,405 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,421 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,436 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,451 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,465 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,480 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,495 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,510 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,525 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,538 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,554 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 13:11:28,567 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,580 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,592 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:28,607 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,621 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,636 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,651 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,661 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,673 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,689 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,704 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,717 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,731 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,747 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,762 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,775 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,789 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,804 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,817 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,831 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 13:11:28,844 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,857 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,871 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,886 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:28,901 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 13:11:28,915 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 13:11:28,928 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 13:11:28,944 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,959 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:28,971 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 13:11:28,987 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,002 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,017 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,033 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,045 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,059 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,074 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,089 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,103 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,116 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,131 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,148 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,162 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,172 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,187 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,203 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,218 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 13:11:29,232 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,245 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 13:11:29,260 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:29,274 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 13:11:29,286 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,301 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,316 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,331 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,346 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,362 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,376 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,391 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,406 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,419 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,433 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,449 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 13:11:29,465 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,478 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,493 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,504 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,519 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,535 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,549 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,562 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,577 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,593 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,607 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,619 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,633 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,648 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,658 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,673 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,688 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,702 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,715 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,727 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 13:11:29,742 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-25 13:11:29,756 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,771 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,784 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,799 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,812 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,825 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-25 13:11:29,840 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,855 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,870 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,885 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,902 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,914 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,930 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,944 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,959 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,974 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 13:11:29,987 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,000 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,016 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,032 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,047 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,060 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,074 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,089 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,104 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,117 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,130 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,145 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:30,160 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,175 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,190 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,205 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,221 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,234 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,248 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,263 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,276 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,291 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,306 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,321 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,336 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 13:11:30,350 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,365 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:30,379 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:30,393 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:30,408 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:30,423 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,439 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,453 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,468 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,483 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,496 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,508 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 13:11:30,523 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:30,538 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,551 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,566 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,582 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,598 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,613 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,628 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:30,644 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:30,659 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:30,672 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:30,686 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,699 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,713 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,726 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,742 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,757 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,770 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,782 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,797 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,808 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 13:11:30,822 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,837 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 13:11:30,852 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,866 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,881 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,894 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,908 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 13:11:30,923 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 13:11:30,935 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.885, mIoU: 0.542
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2023-07-25 13:11:30,981 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:30,994 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:31,010 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.885, mIoU: 0.542
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2023-07-25 13:11:31,129 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.885, mIoU: 0.543
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2023-07-25 13:11:31,157 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,172 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,187 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,202 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,217 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,232 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,248 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,259 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,273 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,286 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:31,299 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.885, mIoU: 0.544
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2023-07-25 13:11:31,331 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,346 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,358 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.885, mIoU: 0.544
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2023-07-25 13:11:31,400 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,414 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,429 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 13:11:31,472 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,488 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,501 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,515 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,530 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,543 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,558 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,570 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,586 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,601 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,617 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:31,632 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:31,645 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:31,658 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:31,673 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:31,688 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,703 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,717 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,730 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:31,745 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:31,761 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:31,776 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,789 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,804 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,821 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,836 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,851 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,866 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,874 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,889 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,902 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,914 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,929 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:31,944 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 13:11:31,958 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,973 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:31,988 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,004 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,020 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:32,034 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:32,049 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:32,066 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:32,082 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:32,098 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 13:11:32,114 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 13:11:32,131 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,145 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,160 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,176 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,191 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,204 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,217 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,232 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,246 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,261 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,276 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,291 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,305 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,320 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,333 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,347 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:32,361 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,375 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:32,391 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,407 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,422 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,436 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,452 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,468 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:32,484 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 13:11:32,500 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,515 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,531 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:32,546 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,560 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,575 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,588 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,603 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,618 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,633 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,648 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,663 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:32,677 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,687 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,701 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,714 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,729 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,743 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,758 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,773 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,784 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,793 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,810 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,825 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,840 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,854 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,869 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,884 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,898 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,913 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,928 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,943 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,958 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,971 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:32,986 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:33,001 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:33,016 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:33,029 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 13:11:33,043 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 13:11:33,058 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:33,072 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 13:11:33,088 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:33,101 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:33,114 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:33,129 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 13:11:33,145 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 13:11:50,018 semantic_segmentation INFO: Iters: 52810/150000 || Lr: 0.013534 || Task Loss: 0.8235 || KD Loss: 0.3090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2379|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:32 || Estimated Time: 2 days, 0:36:07
2023-07-25 13:12:07,110 semantic_segmentation INFO: Iters: 52820/150000 || Lr: 0.013532 || Task Loss: 0.5159 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:49 || Estimated Time: 2 days, 0:35:47
2023-07-25 13:12:24,253 semantic_segmentation INFO: Iters: 52830/150000 || Lr: 0.013531 || Task Loss: 0.6645 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:06 || Estimated Time: 2 days, 0:35:28
2023-07-25 13:12:41,512 semantic_segmentation INFO: Iters: 52840/150000 || Lr: 0.013530 || Task Loss: 0.7318 || KD Loss: 0.3049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:23 || Estimated Time: 2 days, 0:35:08
2023-07-25 13:12:58,725 semantic_segmentation INFO: Iters: 52850/150000 || Lr: 0.013529 || Task Loss: 0.6426 || KD Loss: 0.1903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:41 || Estimated Time: 2 days, 0:34:49
2023-07-25 13:13:16,144 semantic_segmentation INFO: Iters: 52860/150000 || Lr: 0.013527 || Task Loss: 0.9646 || KD Loss: 0.3624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:58 || Estimated Time: 2 days, 0:34:30
2023-07-25 13:13:33,351 semantic_segmentation INFO: Iters: 52870/150000 || Lr: 0.013526 || Task Loss: 0.5171 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:15 || Estimated Time: 2 days, 0:34:10
2023-07-25 13:13:50,728 semantic_segmentation INFO: Iters: 52880/150000 || Lr: 0.013525 || Task Loss: 0.6097 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:33 || Estimated Time: 2 days, 0:33:51
2023-07-25 13:14:08,131 semantic_segmentation INFO: Iters: 52890/150000 || Lr: 0.013524 || Task Loss: 0.5120 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:50 || Estimated Time: 2 days, 0:33:32
2023-07-25 13:14:25,247 semantic_segmentation INFO: Iters: 52900/150000 || Lr: 0.013522 || Task Loss: 0.5460 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:07 || Estimated Time: 2 days, 0:33:12
2023-07-25 13:14:42,460 semantic_segmentation INFO: Iters: 52910/150000 || Lr: 0.013521 || Task Loss: 0.5869 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:24 || Estimated Time: 2 days, 0:32:53
2023-07-25 13:14:59,595 semantic_segmentation INFO: Iters: 52920/150000 || Lr: 0.013520 || Task Loss: 0.5210 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:41 || Estimated Time: 2 days, 0:32:33
2023-07-25 13:15:16,999 semantic_segmentation INFO: Iters: 52930/150000 || Lr: 0.013518 || Task Loss: 0.7233 || KD Loss: 0.2220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:59 || Estimated Time: 2 days, 0:32:14
2023-07-25 13:15:33,965 semantic_segmentation INFO: Iters: 52940/150000 || Lr: 0.013517 || Task Loss: 0.6014 || KD Loss: 0.1726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:16 || Estimated Time: 2 days, 0:31:54
2023-07-25 13:15:51,153 semantic_segmentation INFO: Iters: 52950/150000 || Lr: 0.013516 || Task Loss: 0.6503 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:33 || Estimated Time: 2 days, 0:31:35
2023-07-25 13:16:08,927 semantic_segmentation INFO: Iters: 52960/150000 || Lr: 0.013515 || Task Loss: 0.4178 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:51 || Estimated Time: 2 days, 0:31:16
2023-07-25 13:16:26,034 semantic_segmentation INFO: Iters: 52970/150000 || Lr: 0.013513 || Task Loss: 0.6955 || KD Loss: 0.3073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:08 || Estimated Time: 2 days, 0:30:57
2023-07-25 13:16:43,439 semantic_segmentation INFO: Iters: 52980/150000 || Lr: 0.013512 || Task Loss: 0.5563 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:25 || Estimated Time: 2 days, 0:30:38
2023-07-25 13:17:00,511 semantic_segmentation INFO: Iters: 52990/150000 || Lr: 0.013511 || Task Loss: 0.4017 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:42 || Estimated Time: 2 days, 0:30:18
2023-07-25 13:17:17,706 semantic_segmentation INFO: Iters: 53000/150000 || Lr: 0.013510 || Task Loss: 0.6740 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:59 || Estimated Time: 2 days, 0:29:58
2023-07-25 13:17:34,919 semantic_segmentation INFO: Iters: 53010/150000 || Lr: 0.013508 || Task Loss: 0.6628 || KD Loss: 0.1642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:17 || Estimated Time: 2 days, 0:29:39
2023-07-25 13:17:52,097 semantic_segmentation INFO: Iters: 53020/150000 || Lr: 0.013507 || Task Loss: 0.4464 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:34 || Estimated Time: 2 days, 0:29:20
2023-07-25 13:18:09,403 semantic_segmentation INFO: Iters: 53030/150000 || Lr: 0.013506 || Task Loss: 0.6220 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:51 || Estimated Time: 2 days, 0:29:00
2023-07-25 13:18:27,106 semantic_segmentation INFO: Iters: 53040/150000 || Lr: 0.013505 || Task Loss: 0.7177 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:09 || Estimated Time: 2 days, 0:28:42
2023-07-25 13:18:44,220 semantic_segmentation INFO: Iters: 53050/150000 || Lr: 0.013503 || Task Loss: 0.4052 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:26 || Estimated Time: 2 days, 0:28:22
2023-07-25 13:19:01,339 semantic_segmentation INFO: Iters: 53060/150000 || Lr: 0.013502 || Task Loss: 0.8465 || KD Loss: 0.2051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:43 || Estimated Time: 2 days, 0:28:02
2023-07-25 13:19:18,455 semantic_segmentation INFO: Iters: 53070/150000 || Lr: 0.013501 || Task Loss: 0.5870 || KD Loss: 0.1721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:00 || Estimated Time: 2 days, 0:27:43
2023-07-25 13:19:35,850 semantic_segmentation INFO: Iters: 53080/150000 || Lr: 0.013500 || Task Loss: 0.6384 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:18 || Estimated Time: 2 days, 0:27:24
2023-07-25 13:19:52,867 semantic_segmentation INFO: Iters: 53090/150000 || Lr: 0.013498 || Task Loss: 0.5402 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:35 || Estimated Time: 2 days, 0:27:04
2023-07-25 13:20:10,046 semantic_segmentation INFO: Iters: 53100/150000 || Lr: 0.013497 || Task Loss: 0.7116 || KD Loss: 0.2329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:52 || Estimated Time: 2 days, 0:26:44
2023-07-25 13:20:27,252 semantic_segmentation INFO: Iters: 53110/150000 || Lr: 0.013496 || Task Loss: 0.7144 || KD Loss: 0.2269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:09 || Estimated Time: 2 days, 0:26:25
2023-07-25 13:20:44,462 semantic_segmentation INFO: Iters: 53120/150000 || Lr: 0.013495 || Task Loss: 0.7186 || KD Loss: 0.2225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:26 || Estimated Time: 2 days, 0:26:06
2023-07-25 13:21:01,665 semantic_segmentation INFO: Iters: 53130/150000 || Lr: 0.013493 || Task Loss: 0.5076 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:43 || Estimated Time: 2 days, 0:25:46
2023-07-25 13:21:18,863 semantic_segmentation INFO: Iters: 53140/150000 || Lr: 0.013492 || Task Loss: 0.5234 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:01 || Estimated Time: 2 days, 0:25:27
2023-07-25 13:21:36,065 semantic_segmentation INFO: Iters: 53150/150000 || Lr: 0.013491 || Task Loss: 0.5602 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:18 || Estimated Time: 2 days, 0:25:07
2023-07-25 13:21:53,216 semantic_segmentation INFO: Iters: 53160/150000 || Lr: 0.013490 || Task Loss: 0.7630 || KD Loss: 0.2355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:35 || Estimated Time: 2 days, 0:24:48
2023-07-25 13:22:10,288 semantic_segmentation INFO: Iters: 53170/150000 || Lr: 0.013488 || Task Loss: 0.5787 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:52 || Estimated Time: 2 days, 0:24:28
2023-07-25 13:22:27,756 semantic_segmentation INFO: Iters: 53180/150000 || Lr: 0.013487 || Task Loss: 0.6291 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:35:10 || Estimated Time: 2 days, 0:24:09
2023-07-25 13:22:44,700 semantic_segmentation INFO: Iters: 53190/150000 || Lr: 0.013486 || Task Loss: 0.7343 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2393|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:35:26 || Estimated Time: 2 days, 0:23:49
2023-07-25 13:23:01,896 semantic_segmentation INFO: Iters: 53200/150000 || Lr: 0.013485 || Task Loss: 0.4282 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:35:44 || Estimated Time: 2 days, 0:23:30
2023-07-25 13:23:19,071 semantic_segmentation INFO: Iters: 53210/150000 || Lr: 0.013483 || Task Loss: 0.5664 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:01 || Estimated Time: 2 days, 0:23:10
2023-07-25 13:23:36,152 semantic_segmentation INFO: Iters: 53220/150000 || Lr: 0.013482 || Task Loss: 0.6790 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:18 || Estimated Time: 2 days, 0:22:51
2023-07-25 13:23:53,267 semantic_segmentation INFO: Iters: 53230/150000 || Lr: 0.013481 || Task Loss: 0.8220 || KD Loss: 0.2814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:35 || Estimated Time: 2 days, 0:22:31
2023-07-25 13:24:10,490 semantic_segmentation INFO: Iters: 53240/150000 || Lr: 0.013480 || Task Loss: 0.8867 || KD Loss: 0.2400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:52 || Estimated Time: 2 days, 0:22:12
2023-07-25 13:24:27,696 semantic_segmentation INFO: Iters: 53250/150000 || Lr: 0.013478 || Task Loss: 0.4172 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:09 || Estimated Time: 2 days, 0:21:52
2023-07-25 13:24:45,713 semantic_segmentation INFO: Iters: 53260/150000 || Lr: 0.013477 || Task Loss: 1.0182 || KD Loss: 0.4107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:27 || Estimated Time: 2 days, 0:21:34
2023-07-25 13:25:02,605 semantic_segmentation INFO: Iters: 53270/150000 || Lr: 0.013476 || Task Loss: 0.4350 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:44 || Estimated Time: 2 days, 0:21:14
2023-07-25 13:25:19,744 semantic_segmentation INFO: Iters: 53280/150000 || Lr: 0.013475 || Task Loss: 0.6787 || KD Loss: 0.2024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:02 || Estimated Time: 2 days, 0:20:55
2023-07-25 13:25:36,931 semantic_segmentation INFO: Iters: 53290/150000 || Lr: 0.013473 || Task Loss: 0.5060 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:19 || Estimated Time: 2 days, 0:20:35
2023-07-25 13:25:54,127 semantic_segmentation INFO: Iters: 53300/150000 || Lr: 0.013472 || Task Loss: 0.6194 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:36 || Estimated Time: 2 days, 0:20:16
2023-07-25 13:26:11,335 semantic_segmentation INFO: Iters: 53310/150000 || Lr: 0.013471 || Task Loss: 0.5172 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:53 || Estimated Time: 2 days, 0:19:56
2023-07-25 13:26:28,485 semantic_segmentation INFO: Iters: 53320/150000 || Lr: 0.013470 || Task Loss: 0.8259 || KD Loss: 0.2702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:10 || Estimated Time: 2 days, 0:19:37
2023-07-25 13:26:45,602 semantic_segmentation INFO: Iters: 53330/150000 || Lr: 0.013468 || Task Loss: 0.7347 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:27 || Estimated Time: 2 days, 0:19:17
2023-07-25 13:27:02,745 semantic_segmentation INFO: Iters: 53340/150000 || Lr: 0.013467 || Task Loss: 0.5741 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:45 || Estimated Time: 2 days, 0:18:58
2023-07-25 13:27:19,937 semantic_segmentation INFO: Iters: 53350/150000 || Lr: 0.013466 || Task Loss: 0.6522 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:02 || Estimated Time: 2 days, 0:18:38
2023-07-25 13:27:37,013 semantic_segmentation INFO: Iters: 53360/150000 || Lr: 0.013465 || Task Loss: 0.5324 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:19 || Estimated Time: 2 days, 0:18:19
2023-07-25 13:27:54,217 semantic_segmentation INFO: Iters: 53370/150000 || Lr: 0.013463 || Task Loss: 0.4997 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:36 || Estimated Time: 2 days, 0:17:59
2023-07-25 13:28:11,406 semantic_segmentation INFO: Iters: 53380/150000 || Lr: 0.013462 || Task Loss: 0.4703 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:53 || Estimated Time: 2 days, 0:17:40
2023-07-25 13:28:28,727 semantic_segmentation INFO: Iters: 53390/150000 || Lr: 0.013461 || Task Loss: 0.8310 || KD Loss: 0.3047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:11 || Estimated Time: 2 days, 0:17:20
2023-07-25 13:28:45,830 semantic_segmentation INFO: Iters: 53400/150000 || Lr: 0.013460 || Task Loss: 0.5399 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:28 || Estimated Time: 2 days, 0:17:01
2023-07-25 13:29:03,368 semantic_segmentation INFO: Iters: 53410/150000 || Lr: 0.013458 || Task Loss: 0.4156 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:45 || Estimated Time: 2 days, 0:16:42
2023-07-25 13:29:20,543 semantic_segmentation INFO: Iters: 53420/150000 || Lr: 0.013457 || Task Loss: 0.5516 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:02 || Estimated Time: 2 days, 0:16:22
2023-07-25 13:29:37,662 semantic_segmentation INFO: Iters: 53430/150000 || Lr: 0.013456 || Task Loss: 0.8485 || KD Loss: 0.3097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:19 || Estimated Time: 2 days, 0:16:03
2023-07-25 13:29:54,863 semantic_segmentation INFO: Iters: 53440/150000 || Lr: 0.013455 || Task Loss: 0.4254 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2387|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:37 || Estimated Time: 2 days, 0:15:44
2023-07-25 13:30:11,954 semantic_segmentation INFO: Iters: 53450/150000 || Lr: 0.013453 || Task Loss: 0.5623 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:54 || Estimated Time: 2 days, 0:15:24
2023-07-25 13:30:29,067 semantic_segmentation INFO: Iters: 53460/150000 || Lr: 0.013452 || Task Loss: 0.8515 || KD Loss: 0.2425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:11 || Estimated Time: 2 days, 0:15:04
2023-07-25 13:30:46,651 semantic_segmentation INFO: Iters: 53470/150000 || Lr: 0.013451 || Task Loss: 0.8077 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:28 || Estimated Time: 2 days, 0:14:46
2023-07-25 13:31:03,786 semantic_segmentation INFO: Iters: 53480/150000 || Lr: 0.013450 || Task Loss: 0.6632 || KD Loss: 0.2551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:46 || Estimated Time: 2 days, 0:14:26
2023-07-25 13:31:21,128 semantic_segmentation INFO: Iters: 53490/150000 || Lr: 0.013448 || Task Loss: 0.7435 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:03 || Estimated Time: 2 days, 0:14:07
2023-07-25 13:31:38,076 semantic_segmentation INFO: Iters: 53500/150000 || Lr: 0.013447 || Task Loss: 0.5567 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:20 || Estimated Time: 2 days, 0:13:47
2023-07-25 13:31:55,192 semantic_segmentation INFO: Iters: 53510/150000 || Lr: 0.013446 || Task Loss: 0.6838 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:37 || Estimated Time: 2 days, 0:13:27
2023-07-25 13:32:12,285 semantic_segmentation INFO: Iters: 53520/150000 || Lr: 0.013445 || Task Loss: 0.5015 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:54 || Estimated Time: 2 days, 0:13:08
2023-07-25 13:32:29,542 semantic_segmentation INFO: Iters: 53530/150000 || Lr: 0.013443 || Task Loss: 0.4623 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:11 || Estimated Time: 2 days, 0:12:48
2023-07-25 13:32:46,598 semantic_segmentation INFO: Iters: 53540/150000 || Lr: 0.013442 || Task Loss: 0.6210 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:28 || Estimated Time: 2 days, 0:12:29
2023-07-25 13:33:03,662 semantic_segmentation INFO: Iters: 53550/150000 || Lr: 0.013441 || Task Loss: 0.7467 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:45 || Estimated Time: 2 days, 0:12:09
2023-07-25 13:33:21,000 semantic_segmentation INFO: Iters: 53560/150000 || Lr: 0.013440 || Task Loss: 0.5363 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:03 || Estimated Time: 2 days, 0:11:50
2023-07-25 13:33:38,019 semantic_segmentation INFO: Iters: 53570/150000 || Lr: 0.013438 || Task Loss: 0.7665 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:20 || Estimated Time: 2 days, 0:11:30
2023-07-25 13:33:55,289 semantic_segmentation INFO: Iters: 53580/150000 || Lr: 0.013437 || Task Loss: 0.6780 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:37 || Estimated Time: 2 days, 0:11:11
2023-07-25 13:34:12,766 semantic_segmentation INFO: Iters: 53590/150000 || Lr: 0.013436 || Task Loss: 0.6789 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:55 || Estimated Time: 2 days, 0:10:52
2023-07-25 13:34:29,879 semantic_segmentation INFO: Iters: 53600/150000 || Lr: 0.013434 || Task Loss: 0.4823 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:12 || Estimated Time: 2 days, 0:10:32
2023-07-25 13:34:30,004 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:34:30,389 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.089
2023-07-25 13:34:30,432 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.132
2023-07-25 13:34:30,445 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.162
2023-07-25 13:34:30,460 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.162
2023-07-25 13:34:30,474 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.227
2023-07-25 13:34:30,487 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.273
2023-07-25 13:34:30,501 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.316
2023-07-25 13:34:30,516 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.321
2023-07-25 13:34:30,528 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.324
2023-07-25 13:34:30,543 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.360
2023-07-25 13:34:30,558 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.367
2023-07-25 13:34:30,573 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.928, mIoU: 0.367
2023-07-25 13:34:30,585 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.890, mIoU: 0.361
2023-07-25 13:34:30,599 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.341
2023-07-25 13:34:30,614 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.883, mIoU: 0.320
2023-07-25 13:34:30,627 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.887, mIoU: 0.316
2023-07-25 13:34:30,637 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.879, mIoU: 0.309
2023-07-25 13:34:30,650 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.872, mIoU: 0.303
2023-07-25 13:34:30,665 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.876, mIoU: 0.312
2023-07-25 13:34:30,681 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.879, mIoU: 0.345
2023-07-25 13:34:30,696 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.884, mIoU: 0.345
2023-07-25 13:34:30,712 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.886, mIoU: 0.357
2023-07-25 13:34:30,727 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.884, mIoU: 0.378
2023-07-25 13:34:30,743 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-25 13:34:30,760 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.886, mIoU: 0.395
2023-07-25 13:34:30,774 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.885, mIoU: 0.398
2023-07-25 13:34:30,789 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.886, mIoU: 0.395
2023-07-25 13:34:30,801 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.864, mIoU: 0.377
2023-07-25 13:34:30,816 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.861, mIoU: 0.370
2023-07-25 13:34:30,831 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.866, mIoU: 0.371
2023-07-25 13:34:30,845 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.870, mIoU: 0.370
2023-07-25 13:34:30,861 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.873, mIoU: 0.371
2023-07-25 13:34:30,877 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.876, mIoU: 0.377
2023-07-25 13:34:30,892 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.878, mIoU: 0.376
2023-07-25 13:34:30,907 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.881, mIoU: 0.416
2023-07-25 13:34:30,922 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.883, mIoU: 0.417
2023-07-25 13:34:30,936 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.885, mIoU: 0.418
2023-07-25 13:34:30,949 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-25 13:34:30,965 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.884, mIoU: 0.444
2023-07-25 13:34:30,979 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.442
2023-07-25 13:34:30,992 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.883, mIoU: 0.461
2023-07-25 13:34:31,007 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.885, mIoU: 0.461
2023-07-25 13:34:31,022 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.884, mIoU: 0.460
2023-07-25 13:34:31,036 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.885, mIoU: 0.460
2023-07-25 13:34:31,051 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.886, mIoU: 0.465
2023-07-25 13:34:31,067 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.887, mIoU: 0.468
2023-07-25 13:34:31,080 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.889, mIoU: 0.474
2023-07-25 13:34:31,093 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.890, mIoU: 0.474
2023-07-25 13:34:31,108 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-25 13:34:31,125 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.889, mIoU: 0.466
2023-07-25 13:34:31,141 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.888, mIoU: 0.464
2023-07-25 13:34:31,157 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.891, mIoU: 0.463
2023-07-25 13:34:31,170 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.892, mIoU: 0.460
2023-07-25 13:34:31,187 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.891, mIoU: 0.457
2023-07-25 13:34:31,202 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.891, mIoU: 0.462
2023-07-25 13:34:31,216 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.890, mIoU: 0.462
2023-07-25 13:34:31,232 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.890, mIoU: 0.461
2023-07-25 13:34:31,250 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.892, mIoU: 0.458
2023-07-25 13:34:31,264 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.461
2023-07-25 13:34:31,279 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.883, mIoU: 0.453
2023-07-25 13:34:31,293 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.447
2023-07-25 13:34:31,309 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.881, mIoU: 0.442
2023-07-25 13:34:31,322 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.882, mIoU: 0.439
2023-07-25 13:34:31,341 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.884, mIoU: 0.449
2023-07-25 13:34:31,354 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.885, mIoU: 0.457
2023-07-25 13:34:31,369 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.886, mIoU: 0.457
2023-07-25 13:34:31,385 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.888, mIoU: 0.458
2023-07-25 13:34:31,398 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.889, mIoU: 0.502
2023-07-25 13:34:31,414 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.891, mIoU: 0.503
2023-07-25 13:34:31,429 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.887, mIoU: 0.502
2023-07-25 13:34:31,445 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:34:31,458 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:31,474 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:31,489 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:31,504 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:31,519 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.891, mIoU: 0.519
2023-07-25 13:34:31,535 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.887, mIoU: 0.516
2023-07-25 13:34:31,544 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 13:34:31,560 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 13:34:31,577 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.530
2023-07-25 13:34:31,590 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 13:34:31,606 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 13:34:31,621 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 13:34:31,636 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:31,652 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:31,668 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:31,683 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:31,698 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 13:34:31,713 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.884, mIoU: 0.513
2023-07-25 13:34:31,727 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.884, mIoU: 0.512
2023-07-25 13:34:31,742 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.884, mIoU: 0.506
2023-07-25 13:34:31,758 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.885, mIoU: 0.506
2023-07-25 13:34:31,773 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.880, mIoU: 0.500
2023-07-25 13:34:31,789 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.881, mIoU: 0.519
2023-07-25 13:34:31,804 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.879, mIoU: 0.517
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2023-07-25 13:34:32,117 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.882, mIoU: 0.516
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2023-07-25 13:34:37,682 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.886, mIoU: 0.517
2023-07-25 13:34:37,697 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.886, mIoU: 0.518
2023-07-25 13:34:37,713 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.887, mIoU: 0.518
2023-07-25 13:34:37,727 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 13:34:37,743 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:37,756 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:37,772 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:37,788 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:37,804 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:37,820 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:37,834 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:37,847 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:37,862 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:37,877 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:37,891 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:37,906 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:37,922 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:37,937 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:37,952 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 13:34:37,965 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 13:34:37,979 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 13:34:37,994 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:38,009 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:38,024 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,038 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:38,051 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:38,067 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:38,082 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:38,096 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.887, mIoU: 0.528
2023-07-25 13:34:38,111 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,123 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,139 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,152 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,164 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.532
2023-07-25 13:34:38,176 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.887, mIoU: 0.532
2023-07-25 13:34:38,191 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 13:34:38,206 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 13:34:38,221 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 13:34:38,236 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.534
2023-07-25 13:34:38,245 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.533
2023-07-25 13:34:38,260 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.534
2023-07-25 13:34:38,276 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 13:34:38,291 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 13:34:38,306 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.888, mIoU: 0.534
2023-07-25 13:34:38,321 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 13:34:38,335 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 13:34:38,348 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.534
2023-07-25 13:34:38,363 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,378 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,393 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,405 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,418 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,433 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,447 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,462 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 13:34:38,475 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,490 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,506 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,522 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,536 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,551 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,567 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,580 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,595 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,610 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,626 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,641 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,654 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,670 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,685 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-25 13:34:38,702 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.888, mIoU: 0.531
2023-07-25 13:34:38,712 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,727 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,742 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 13:34:38,755 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.886, mIoU: 0.527
2023-07-25 13:34:38,770 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 13:34:38,783 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,798 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,813 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,828 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,841 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.886, mIoU: 0.524
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2023-07-25 13:34:38,866 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,881 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,896 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,911 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,925 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,940 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:38,953 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 13:34:38,969 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 13:34:38,984 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 13:34:38,997 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 13:34:39,012 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:39,027 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,043 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,058 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,074 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,087 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,103 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,118 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,133 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,148 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:39,164 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:39,175 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:39,191 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:39,206 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:39,221 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:39,234 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:39,249 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 13:34:39,264 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.886, mIoU: 0.521
2023-07-25 13:34:39,279 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:39,294 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:39,310 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,325 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,341 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,356 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,371 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,384 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,400 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.887, mIoU: 0.527
2023-07-25 13:34:39,415 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.887, mIoU: 0.527
2023-07-25 13:34:39,431 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 13:34:39,444 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 13:34:39,459 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,473 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,488 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.888, mIoU: 0.526
2023-07-25 13:34:39,503 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,519 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,534 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,549 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,564 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 13:34:39,578 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.887, mIoU: 0.527
2023-07-25 13:34:39,593 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,607 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,622 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,640 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,654 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:39,670 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,680 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:39,693 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 13:34:39,708 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,721 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:39,736 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:39,750 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,763 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,779 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,796 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,811 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:39,827 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,841 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,855 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,869 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,884 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.888, mIoU: 0.526
2023-07-25 13:34:39,899 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.888, mIoU: 0.526
2023-07-25 13:34:39,915 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,930 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.887, mIoU: 0.526
2023-07-25 13:34:39,944 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,959 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,972 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:39,987 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:40,002 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:40,015 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,028 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,042 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,057 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,072 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,085 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,099 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,114 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:40,130 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.887, mIoU: 0.521
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2023-07-25 13:34:40,164 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:40,180 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:40,195 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:34:40,210 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:34:40,226 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:34:40,242 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.888, mIoU: 0.524
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2023-07-25 13:34:40,301 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.889, mIoU: 0.525
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2023-07-25 13:34:40,330 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.889, mIoU: 0.525
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2023-07-25 13:34:40,373 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,386 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,399 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.888, mIoU: 0.523
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2023-07-25 13:34:40,426 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.887, mIoU: 0.522
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2023-07-25 13:34:40,494 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.888, mIoU: 0.524
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2023-07-25 13:34:40,533 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:34:40,548 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 13:34:40,563 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 13:34:40,578 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 13:34:40,593 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 13:34:40,609 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,624 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,637 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:40,652 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:40,667 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,684 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,700 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:40,716 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:34:40,731 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:34:40,744 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:34:40,757 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,770 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,785 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,802 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,815 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,828 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:34:40,844 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,858 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,873 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,888 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,903 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,916 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:40,931 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,944 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 13:34:40,958 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:40,973 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:40,987 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,003 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,017 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,032 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,048 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,060 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,073 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,089 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:41,105 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,120 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:41,136 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:41,148 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:41,161 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 13:34:41,176 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.890, mIoU: 0.528
2023-07-25 13:34:41,190 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.890, mIoU: 0.528
2023-07-25 13:34:41,205 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,223 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,237 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,252 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,265 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,281 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,296 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,309 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.891, mIoU: 0.526
2023-07-25 13:34:41,323 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.891, mIoU: 0.526
2023-07-25 13:34:41,337 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:41,352 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,366 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,381 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,396 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,410 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,423 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,438 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,453 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,470 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,483 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,497 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,510 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,525 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,538 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,551 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,566 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,581 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,594 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,610 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,626 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:41,641 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:41,657 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:41,670 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:41,683 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,697 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:41,710 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:41,723 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:41,736 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:41,752 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,765 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,778 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,793 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,809 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,824 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,841 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,854 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,867 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,883 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,898 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:41,914 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,929 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,942 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,956 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,967 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,982 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:41,998 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,012 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,026 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,037 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,050 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,065 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,079 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,092 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,107 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,120 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,135 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,147 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,162 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,175 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:42,189 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:42,204 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.523
2023-07-25 13:34:42,217 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,232 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,247 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,262 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,277 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,291 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,306 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:42,320 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:42,334 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:42,349 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:42,364 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,376 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,389 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,402 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,419 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,433 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:42,449 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,464 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,476 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,490 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,507 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,521 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,535 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,550 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,565 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,578 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,593 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.889, mIoU: 0.520
2023-07-25 13:34:42,609 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,624 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:42,638 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:42,650 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:42,667 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,683 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 13:34:42,698 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:42,711 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:42,727 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:42,742 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:42,757 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,772 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,785 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,800 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,813 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,828 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,842 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:42,855 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,871 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,884 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,898 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,913 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,928 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,942 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:42,957 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,971 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:42,985 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,001 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,016 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,032 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,048 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,057 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,072 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,085 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,101 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,116 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,133 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,146 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,162 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,177 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,192 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,208 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,224 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,238 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,253 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,268 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,283 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,297 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:43,312 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,326 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:43,342 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:43,354 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:43,369 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:43,384 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:43,397 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:43,411 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,426 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,439 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,454 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,467 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,481 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,497 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,512 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,527 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,543 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,558 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,571 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,584 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:43,599 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:43,612 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:43,625 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:43,640 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:43,655 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,670 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:43,686 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,699 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,712 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,728 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,743 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:43,756 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,771 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,784 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,799 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,813 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,829 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,844 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,858 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,867 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,884 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,899 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,912 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,927 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,942 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,957 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:43,970 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:43,985 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,000 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.889, mIoU: 0.517
2023-07-25 13:34:44,016 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.889, mIoU: 0.516
2023-07-25 13:34:44,031 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,046 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,063 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,079 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,092 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,107 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,123 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,137 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-25 13:34:44,150 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.888, mIoU: 0.516
2023-07-25 13:34:44,166 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,181 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,196 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,203 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,217 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,230 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 13:34:44,242 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:44,253 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 13:34:44,268 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 13:34:44,283 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:44,298 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-25 13:34:44,309 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:44,322 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:44,337 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:44,347 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:44,363 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:34:44,375 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:44,390 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,405 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,420 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,435 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,446 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,459 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,474 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,489 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,504 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,519 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,532 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,542 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,553 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,566 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,577 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,592 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,605 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,620 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,636 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:44,652 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:44,666 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:44,681 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,697 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,712 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,728 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,742 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,757 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,772 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,788 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,801 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,814 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:44,829 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,842 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,858 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 13:34:44,871 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,886 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,901 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,919 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,935 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,948 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,964 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.889, mIoU: 0.523
2023-07-25 13:34:44,979 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:44,994 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,009 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,022 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,035 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:45,051 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.890, mIoU: 0.524
2023-07-25 13:34:45,066 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:45,081 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:45,096 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 13:34:45,112 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:45,127 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 13:34:45,143 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,158 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,171 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,187 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,197 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,211 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,226 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:34:45,239 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,254 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,270 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.889, mIoU: 0.524
2023-07-25 13:34:45,286 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,302 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,318 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,333 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,348 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,361 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,377 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,390 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,405 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,420 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,433 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,448 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,461 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,476 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:45,491 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:45,507 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:45,522 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:34:45,537 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:45,550 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:45,563 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:34:45,578 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:45,591 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:45,604 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:34:45,620 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,635 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,649 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,663 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,676 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,691 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:45,707 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,723 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,736 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,749 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,765 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,780 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,795 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 13:34:45,810 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,825 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,840 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,854 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,869 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:34:45,885 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:45,900 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:45,914 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:45,930 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:45,943 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:45,958 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:34:45,974 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:34:45,989 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:34:46,002 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:34:46,017 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,032 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,049 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,062 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,077 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,092 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,107 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,123 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,138 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,153 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,167 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,182 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,198 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,211 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:46,226 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:46,239 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:46,249 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,264 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,279 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,293 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:46,309 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:46,324 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:46,337 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:46,351 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,366 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,382 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,397 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,414 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,429 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,446 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,461 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,474 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,489 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,504 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,519 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,532 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:46,545 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 13:34:46,561 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,576 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.887, mIoU: 0.522
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2023-07-25 13:34:46,619 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.887, mIoU: 0.522
2023-07-25 13:34:46,635 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,649 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,662 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,677 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,693 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,708 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,723 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,737 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:46,752 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,767 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,782 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,797 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,810 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,826 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,839 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.887, mIoU: 0.523
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2023-07-25 13:34:46,865 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.887, mIoU: 0.523
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2023-07-25 13:34:46,895 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,911 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,926 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,936 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,949 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,966 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:46,982 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.887, mIoU: 0.523
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2023-07-25 13:34:47,085 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,099 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,114 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,127 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,140 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.887, mIoU: 0.524
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2023-07-25 13:34:47,170 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,186 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:47,201 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:47,214 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-25 13:34:47,229 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,244 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,256 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:47,272 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:47,287 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 13:34:47,302 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:47,318 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.887, mIoU: 0.524
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2023-07-25 13:34:47,374 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.887, mIoU: 0.524
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2023-07-25 13:34:47,402 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.887, mIoU: 0.524
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2023-07-25 13:34:47,490 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.887, mIoU: 0.524
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2023-07-25 13:34:47,520 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:47,533 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 13:34:47,548 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.886, mIoU: 0.522
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2023-07-25 13:34:47,575 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.886, mIoU: 0.523
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2023-07-25 13:34:47,652 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,666 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,681 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:47,696 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:47,709 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:47,723 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:47,739 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-25 13:34:47,754 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,767 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,782 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,794 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:47,809 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:47,824 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:47,839 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:47,852 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:47,867 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,884 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,899 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,910 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,926 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,941 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,952 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:47,967 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 13:34:47,983 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 13:34:47,998 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,011 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,024 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,039 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,053 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,069 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 13:34:48,082 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,098 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,111 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,124 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,139 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,154 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,169 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:48,184 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,200 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,213 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,229 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,243 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,257 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:48,272 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:48,285 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:48,298 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:48,315 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:48,331 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:48,346 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:48,360 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:48,373 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:48,389 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:48,404 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,417 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,431 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,447 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,462 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,478 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,493 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,508 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,524 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,537 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,551 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,565 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,578 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,593 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 13:34:48,621 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,636 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,650 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:48,665 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,679 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,692 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,707 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,722 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 13:34:48,767 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,782 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,795 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,808 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.884, mIoU: 0.515
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2023-07-25 13:34:48,839 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,852 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,867 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,882 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,897 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,912 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:48,927 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,942 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.884, mIoU: 0.516
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2023-07-25 13:34:48,970 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,983 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:48,995 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:49,008 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:49,021 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:49,036 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:49,051 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,063 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,076 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,091 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,102 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,116 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,131 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,147 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,162 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,177 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,190 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,206 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:49,221 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,235 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,251 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,266 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,283 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,297 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,312 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,328 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,342 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,357 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:49,369 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,384 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,399 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,413 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,428 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,440 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,455 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 13:34:49,469 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 13:34:49,484 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 13:34:49,499 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,513 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,528 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,544 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,554 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,568 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,581 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,595 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,611 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,627 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,641 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,653 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,666 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,680 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,695 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,709 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,724 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,739 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,752 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,767 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,782 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,795 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,810 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,825 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,838 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:49,853 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:49,864 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:49,880 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 13:34:49,894 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,909 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,924 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,937 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:49,950 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,964 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:49,979 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:49,994 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:50,007 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,020 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,035 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,050 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,065 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,078 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,093 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,110 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,125 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,140 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,156 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,164 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,179 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,192 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,205 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,220 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:50,235 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 13:34:50,249 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,265 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,280 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,295 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.885, mIoU: 0.519
2023-07-25 13:34:50,310 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:50,323 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 13:34:50,338 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,355 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,370 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,385 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,400 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,417 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,430 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,444 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,459 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,473 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,486 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:34:50,499 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,514 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,529 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,543 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:50,558 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:50,573 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:50,588 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:50,603 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:50,616 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,631 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,644 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,659 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,674 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,689 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,704 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,717 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,732 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,747 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,762 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,777 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,792 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,807 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,822 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,835 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,850 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,863 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,878 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,892 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,907 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-25 13:34:50,922 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,937 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,951 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,961 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,976 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:50,989 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,004 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,019 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,033 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,048 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,059 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,069 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,085 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,100 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,115 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:51,128 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-25 13:34:51,143 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.884, mIoU: 0.515
2023-07-25 13:34:51,158 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,172 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,187 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,202 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,216 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,231 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,245 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,260 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 13:34:51,274 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 13:34:51,289 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 13:34:51,301 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,316 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.885, mIoU: 0.516
2023-07-25 13:34:51,330 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 13:34:51,345 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.885, mIoU: 0.517
2023-07-25 13:34:51,360 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:51,373 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:51,388 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.885, mIoU: 0.518
2023-07-25 13:34:51,403 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.884, mIoU: 0.517
2023-07-25 13:34:51,420 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 13:35:08,506 semantic_segmentation INFO: Iters: 53610/150000 || Lr: 0.013433 || Task Loss: 0.8017 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:50 || Estimated Time: 2 days, 0:10:52
2023-07-25 13:35:25,519 semantic_segmentation INFO: Iters: 53620/150000 || Lr: 0.013432 || Task Loss: 0.4067 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:07 || Estimated Time: 2 days, 0:10:32
2023-07-25 13:35:42,706 semantic_segmentation INFO: Iters: 53630/150000 || Lr: 0.013431 || Task Loss: 0.6646 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:24 || Estimated Time: 2 days, 0:10:12
2023-07-25 13:35:59,933 semantic_segmentation INFO: Iters: 53640/150000 || Lr: 0.013429 || Task Loss: 0.6059 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:42 || Estimated Time: 2 days, 0:09:53
2023-07-25 13:36:17,150 semantic_segmentation INFO: Iters: 53650/150000 || Lr: 0.013428 || Task Loss: 0.6867 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:59 || Estimated Time: 2 days, 0:09:34
2023-07-25 13:36:34,635 semantic_segmentation INFO: Iters: 53660/150000 || Lr: 0.013427 || Task Loss: 0.7146 || KD Loss: 0.2291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:16 || Estimated Time: 2 days, 0:09:15
2023-07-25 13:36:51,743 semantic_segmentation INFO: Iters: 53670/150000 || Lr: 0.013426 || Task Loss: 0.5091 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:34 || Estimated Time: 2 days, 0:08:55
2023-07-25 13:37:09,187 semantic_segmentation INFO: Iters: 53680/150000 || Lr: 0.013424 || Task Loss: 0.5693 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:51 || Estimated Time: 2 days, 0:08:36
2023-07-25 13:37:26,235 semantic_segmentation INFO: Iters: 53690/150000 || Lr: 0.013423 || Task Loss: 0.6258 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:08 || Estimated Time: 2 days, 0:08:16
2023-07-25 13:37:43,430 semantic_segmentation INFO: Iters: 53700/150000 || Lr: 0.013422 || Task Loss: 0.8078 || KD Loss: 0.3615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:25 || Estimated Time: 2 days, 0:07:57
2023-07-25 13:38:00,650 semantic_segmentation INFO: Iters: 53710/150000 || Lr: 0.013421 || Task Loss: 0.9126 || KD Loss: 0.2674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:42 || Estimated Time: 2 days, 0:07:38
2023-07-25 13:38:17,860 semantic_segmentation INFO: Iters: 53720/150000 || Lr: 0.013419 || Task Loss: 0.4265 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:00 || Estimated Time: 2 days, 0:07:18
2023-07-25 13:38:35,340 semantic_segmentation INFO: Iters: 53730/150000 || Lr: 0.013418 || Task Loss: 0.6689 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:17 || Estimated Time: 2 days, 0:06:59
2023-07-25 13:38:52,809 semantic_segmentation INFO: Iters: 53740/150000 || Lr: 0.013417 || Task Loss: 1.2271 || KD Loss: 0.4703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:35 || Estimated Time: 2 days, 0:06:40
2023-07-25 13:39:10,100 semantic_segmentation INFO: Iters: 53750/150000 || Lr: 0.013416 || Task Loss: 0.7891 || KD Loss: 0.2460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:52 || Estimated Time: 2 days, 0:06:21
2023-07-25 13:39:27,106 semantic_segmentation INFO: Iters: 53760/150000 || Lr: 0.013414 || Task Loss: 0.6580 || KD Loss: 0.2448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:09 || Estimated Time: 2 days, 0:06:01
2023-07-25 13:39:44,360 semantic_segmentation INFO: Iters: 53770/150000 || Lr: 0.013413 || Task Loss: 1.2143 || KD Loss: 0.4836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:26 || Estimated Time: 2 days, 0:05:42
2023-07-25 13:40:01,470 semantic_segmentation INFO: Iters: 53780/150000 || Lr: 0.013412 || Task Loss: 0.7925 || KD Loss: 0.2316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:43 || Estimated Time: 2 days, 0:05:23
2023-07-25 13:40:18,572 semantic_segmentation INFO: Iters: 53790/150000 || Lr: 0.013411 || Task Loss: 0.3820 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:00 || Estimated Time: 2 days, 0:05:03
2023-07-25 13:40:35,797 semantic_segmentation INFO: Iters: 53800/150000 || Lr: 0.013409 || Task Loss: 0.5878 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:18 || Estimated Time: 2 days, 0:04:44
2023-07-25 13:40:53,068 semantic_segmentation INFO: Iters: 53810/150000 || Lr: 0.013408 || Task Loss: 0.7534 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:35 || Estimated Time: 2 days, 0:04:24
2023-07-25 13:41:10,301 semantic_segmentation INFO: Iters: 53820/150000 || Lr: 0.013407 || Task Loss: 1.1459 || KD Loss: 0.4073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:52 || Estimated Time: 2 days, 0:04:05
2023-07-25 13:41:27,393 semantic_segmentation INFO: Iters: 53830/150000 || Lr: 0.013406 || Task Loss: 0.6295 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:09 || Estimated Time: 2 days, 0:03:45
2023-07-25 13:41:44,822 semantic_segmentation INFO: Iters: 53840/150000 || Lr: 0.013404 || Task Loss: 0.5408 || KD Loss: 0.1422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:27 || Estimated Time: 2 days, 0:03:26
2023-07-25 13:42:01,971 semantic_segmentation INFO: Iters: 53850/150000 || Lr: 0.013403 || Task Loss: 0.5828 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:44 || Estimated Time: 2 days, 0:03:07
2023-07-25 13:42:19,314 semantic_segmentation INFO: Iters: 53860/150000 || Lr: 0.013402 || Task Loss: 0.4836 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:01 || Estimated Time: 2 days, 0:02:48
2023-07-25 13:42:36,349 semantic_segmentation INFO: Iters: 53870/150000 || Lr: 0.013401 || Task Loss: 0.7412 || KD Loss: 0.2446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:18 || Estimated Time: 2 days, 0:02:28
2023-07-25 13:42:53,415 semantic_segmentation INFO: Iters: 53880/150000 || Lr: 0.013399 || Task Loss: 0.6318 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:35 || Estimated Time: 2 days, 0:02:08
2023-07-25 13:43:11,010 semantic_segmentation INFO: Iters: 53890/150000 || Lr: 0.013398 || Task Loss: 0.5462 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:53 || Estimated Time: 2 days, 0:01:50
2023-07-25 13:43:28,297 semantic_segmentation INFO: Iters: 53900/150000 || Lr: 0.013397 || Task Loss: 0.5809 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:10 || Estimated Time: 2 days, 0:01:30
2023-07-25 13:43:45,430 semantic_segmentation INFO: Iters: 53910/150000 || Lr: 0.013396 || Task Loss: 0.4969 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:27 || Estimated Time: 2 days, 0:01:11
2023-07-25 13:44:02,922 semantic_segmentation INFO: Iters: 53920/150000 || Lr: 0.013394 || Task Loss: 0.6599 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:45 || Estimated Time: 2 days, 0:00:52
2023-07-25 13:44:20,066 semantic_segmentation INFO: Iters: 53930/150000 || Lr: 0.013393 || Task Loss: 0.4587 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:57:02 || Estimated Time: 2 days, 0:00:33
2023-07-25 13:44:37,054 semantic_segmentation INFO: Iters: 53940/150000 || Lr: 0.013392 || Task Loss: 0.4517 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:57:19 || Estimated Time: 2 days, 0:00:13
2023-07-25 13:44:54,153 semantic_segmentation INFO: Iters: 53950/150000 || Lr: 0.013391 || Task Loss: 0.7450 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:57:36 || Estimated Time: 1 day, 23:59:53
2023-07-25 13:45:11,400 semantic_segmentation INFO: Iters: 53960/150000 || Lr: 0.013389 || Task Loss: 0.4401 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:57:53 || Estimated Time: 1 day, 23:59:34
2023-07-25 13:45:28,535 semantic_segmentation INFO: Iters: 53970/150000 || Lr: 0.013388 || Task Loss: 0.6343 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:10 || Estimated Time: 1 day, 23:59:14
2023-07-25 13:45:45,739 semantic_segmentation INFO: Iters: 53980/150000 || Lr: 0.013387 || Task Loss: 0.6988 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:28 || Estimated Time: 1 day, 23:58:55
2023-07-25 13:46:02,897 semantic_segmentation INFO: Iters: 53990/150000 || Lr: 0.013386 || Task Loss: 0.5331 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:45 || Estimated Time: 1 day, 23:58:36
2023-07-25 13:46:20,040 semantic_segmentation INFO: Iters: 54000/150000 || Lr: 0.013384 || Task Loss: 0.9042 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:02 || Estimated Time: 1 day, 23:58:16
2023-07-25 13:46:37,148 semantic_segmentation INFO: Iters: 54010/150000 || Lr: 0.013383 || Task Loss: 0.5685 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:19 || Estimated Time: 1 day, 23:57:56
2023-07-25 13:46:54,546 semantic_segmentation INFO: Iters: 54020/150000 || Lr: 0.013382 || Task Loss: 0.6081 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:36 || Estimated Time: 1 day, 23:57:37
2023-07-25 13:47:12,161 semantic_segmentation INFO: Iters: 54030/150000 || Lr: 0.013381 || Task Loss: 0.6489 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:54 || Estimated Time: 1 day, 23:57:19
2023-07-25 13:47:29,229 semantic_segmentation INFO: Iters: 54040/150000 || Lr: 0.013379 || Task Loss: 0.4755 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:11 || Estimated Time: 1 day, 23:56:59
2023-07-25 13:47:46,352 semantic_segmentation INFO: Iters: 54050/150000 || Lr: 0.013378 || Task Loss: 0.4306 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:28 || Estimated Time: 1 day, 23:56:40
2023-07-25 13:48:03,558 semantic_segmentation INFO: Iters: 54060/150000 || Lr: 0.013377 || Task Loss: 0.6795 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:45 || Estimated Time: 1 day, 23:56:20
2023-07-25 13:48:20,776 semantic_segmentation INFO: Iters: 54070/150000 || Lr: 0.013376 || Task Loss: 0.6706 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:03 || Estimated Time: 1 day, 23:56:01
2023-07-25 13:48:38,044 semantic_segmentation INFO: Iters: 54080/150000 || Lr: 0.013374 || Task Loss: 0.6180 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:20 || Estimated Time: 1 day, 23:55:42
2023-07-25 13:48:55,258 semantic_segmentation INFO: Iters: 54090/150000 || Lr: 0.013373 || Task Loss: 0.5445 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:37 || Estimated Time: 1 day, 23:55:22
2023-07-25 13:49:12,447 semantic_segmentation INFO: Iters: 54100/150000 || Lr: 0.013372 || Task Loss: 0.6223 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:54 || Estimated Time: 1 day, 23:55:03
2023-07-25 13:49:29,579 semantic_segmentation INFO: Iters: 54110/150000 || Lr: 0.013371 || Task Loss: 0.6089 || KD Loss: 0.2332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:11 || Estimated Time: 1 day, 23:54:43
2023-07-25 13:49:46,908 semantic_segmentation INFO: Iters: 54120/150000 || Lr: 0.013369 || Task Loss: 0.6720 || KD Loss: 0.2546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:29 || Estimated Time: 1 day, 23:54:24
2023-07-25 13:50:04,099 semantic_segmentation INFO: Iters: 54130/150000 || Lr: 0.013368 || Task Loss: 0.8578 || KD Loss: 0.3131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:46 || Estimated Time: 1 day, 23:54:05
2023-07-25 13:50:21,180 semantic_segmentation INFO: Iters: 54140/150000 || Lr: 0.013367 || Task Loss: 0.5565 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:03 || Estimated Time: 1 day, 23:53:45
2023-07-25 13:50:38,403 semantic_segmentation INFO: Iters: 54150/150000 || Lr: 0.013365 || Task Loss: 0.5369 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:20 || Estimated Time: 1 day, 23:53:26
2023-07-25 13:50:55,508 semantic_segmentation INFO: Iters: 54160/150000 || Lr: 0.013364 || Task Loss: 0.4828 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:37 || Estimated Time: 1 day, 23:53:06
2023-07-25 13:51:13,071 semantic_segmentation INFO: Iters: 54170/150000 || Lr: 0.013363 || Task Loss: 0.5831 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:55 || Estimated Time: 1 day, 23:52:48
2023-07-25 13:51:30,103 semantic_segmentation INFO: Iters: 54180/150000 || Lr: 0.013362 || Task Loss: 0.4818 || KD Loss: 0.1768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:12 || Estimated Time: 1 day, 23:52:28
2023-07-25 13:51:47,302 semantic_segmentation INFO: Iters: 54190/150000 || Lr: 0.013360 || Task Loss: 0.5375 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:29 || Estimated Time: 1 day, 23:52:08
2023-07-25 13:52:04,334 semantic_segmentation INFO: Iters: 54200/150000 || Lr: 0.013359 || Task Loss: 0.6692 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:46 || Estimated Time: 1 day, 23:51:49
2023-07-25 13:52:21,750 semantic_segmentation INFO: Iters: 54210/150000 || Lr: 0.013358 || Task Loss: 0.6005 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:04 || Estimated Time: 1 day, 23:51:30
2023-07-25 13:52:39,292 semantic_segmentation INFO: Iters: 54220/150000 || Lr: 0.013357 || Task Loss: 0.5897 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:21 || Estimated Time: 1 day, 23:51:11
2023-07-25 13:52:56,365 semantic_segmentation INFO: Iters: 54230/150000 || Lr: 0.013355 || Task Loss: 0.5719 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:38 || Estimated Time: 1 day, 23:50:51
2023-07-25 13:53:13,492 semantic_segmentation INFO: Iters: 54240/150000 || Lr: 0.013354 || Task Loss: 0.6778 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:55 || Estimated Time: 1 day, 23:50:32
2023-07-25 13:53:30,742 semantic_segmentation INFO: Iters: 54250/150000 || Lr: 0.013353 || Task Loss: 0.6076 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:13 || Estimated Time: 1 day, 23:50:13
2023-07-25 13:53:47,933 semantic_segmentation INFO: Iters: 54260/150000 || Lr: 0.013352 || Task Loss: 0.7812 || KD Loss: 0.2571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:30 || Estimated Time: 1 day, 23:49:53
2023-07-25 13:54:04,954 semantic_segmentation INFO: Iters: 54270/150000 || Lr: 0.013350 || Task Loss: 0.5335 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:47 || Estimated Time: 1 day, 23:49:34
2023-07-25 13:54:22,439 semantic_segmentation INFO: Iters: 54280/150000 || Lr: 0.013349 || Task Loss: 0.8518 || KD Loss: 0.2859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:04 || Estimated Time: 1 day, 23:49:15
2023-07-25 13:54:39,530 semantic_segmentation INFO: Iters: 54290/150000 || Lr: 0.013348 || Task Loss: 0.4285 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:21 || Estimated Time: 1 day, 23:48:55
2023-07-25 13:54:56,726 semantic_segmentation INFO: Iters: 54300/150000 || Lr: 0.013347 || Task Loss: 0.5653 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:39 || Estimated Time: 1 day, 23:48:36
2023-07-25 13:55:13,765 semantic_segmentation INFO: Iters: 54310/150000 || Lr: 0.013345 || Task Loss: 0.6137 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:56 || Estimated Time: 1 day, 23:48:16
2023-07-25 13:55:30,782 semantic_segmentation INFO: Iters: 54320/150000 || Lr: 0.013344 || Task Loss: 0.4066 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:13 || Estimated Time: 1 day, 23:47:56
2023-07-25 13:55:47,814 semantic_segmentation INFO: Iters: 54330/150000 || Lr: 0.013343 || Task Loss: 0.4076 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:30 || Estimated Time: 1 day, 23:47:37
2023-07-25 13:56:04,764 semantic_segmentation INFO: Iters: 54340/150000 || Lr: 0.013342 || Task Loss: 0.4140 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:47 || Estimated Time: 1 day, 23:47:17
2023-07-25 13:56:21,776 semantic_segmentation INFO: Iters: 54350/150000 || Lr: 0.013340 || Task Loss: 0.6543 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:04 || Estimated Time: 1 day, 23:46:57
2023-07-25 13:56:38,816 semantic_segmentation INFO: Iters: 54360/150000 || Lr: 0.013339 || Task Loss: 1.1003 || KD Loss: 0.4605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:21 || Estimated Time: 1 day, 23:46:38
2023-07-25 13:56:55,821 semantic_segmentation INFO: Iters: 54370/150000 || Lr: 0.013338 || Task Loss: 0.8169 || KD Loss: 0.2874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:38 || Estimated Time: 1 day, 23:46:18
2023-07-25 13:57:12,820 semantic_segmentation INFO: Iters: 54380/150000 || Lr: 0.013337 || Task Loss: 0.4844 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:55 || Estimated Time: 1 day, 23:45:58
2023-07-25 13:57:29,765 semantic_segmentation INFO: Iters: 54390/150000 || Lr: 0.013335 || Task Loss: 0.6237 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:12 || Estimated Time: 1 day, 23:45:38
2023-07-25 13:57:46,743 semantic_segmentation INFO: Iters: 54400/150000 || Lr: 0.013334 || Task Loss: 0.7635 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:29 || Estimated Time: 1 day, 23:45:19
2023-07-25 13:57:47,010 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:57:47,407 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-25 13:57:47,443 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.134
2023-07-25 13:57:47,455 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.163
2023-07-25 13:57:47,469 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.162
2023-07-25 13:57:47,482 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.229
2023-07-25 13:57:47,494 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.931, mIoU: 0.268
2023-07-25 13:57:47,508 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.931, mIoU: 0.302
2023-07-25 13:57:47,522 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.936, mIoU: 0.307
2023-07-25 13:57:47,535 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.929, mIoU: 0.319
2023-07-25 13:57:47,549 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.345
2023-07-25 13:57:47,563 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.909, mIoU: 0.344
2023-07-25 13:57:47,577 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.345
2023-07-25 13:57:47,589 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.876, mIoU: 0.326
2023-07-25 13:57:47,603 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.878, mIoU: 0.314
2023-07-25 13:57:47,617 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.878, mIoU: 0.305
2023-07-25 13:57:47,629 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.302
2023-07-25 13:57:47,640 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.881, mIoU: 0.296
2023-07-25 13:57:47,653 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.880, mIoU: 0.293
2023-07-25 13:57:47,668 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.884, mIoU: 0.304
2023-07-25 13:57:47,684 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.887, mIoU: 0.349
2023-07-25 13:57:47,699 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.891, mIoU: 0.355
2023-07-25 13:57:47,714 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.892, mIoU: 0.365
2023-07-25 13:57:47,728 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.887, mIoU: 0.387
2023-07-25 13:57:47,744 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.889, mIoU: 0.389
2023-07-25 13:57:47,759 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.891, mIoU: 0.398
2023-07-25 13:57:47,773 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.890, mIoU: 0.410
2023-07-25 13:57:47,787 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.411
2023-07-25 13:57:47,798 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.410
2023-07-25 13:57:47,813 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.889, mIoU: 0.402
2023-07-25 13:57:47,828 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.893, mIoU: 0.402
2023-07-25 13:57:47,842 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-25 13:57:47,857 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.898, mIoU: 0.407
2023-07-25 13:57:47,872 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.901, mIoU: 0.414
2023-07-25 13:57:47,886 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.902, mIoU: 0.413
2023-07-25 13:57:47,901 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.905, mIoU: 0.447
2023-07-25 13:57:47,916 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.906, mIoU: 0.448
2023-07-25 13:57:47,929 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.908, mIoU: 0.447
2023-07-25 13:57:47,941 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.471
2023-07-25 13:57:47,957 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.484
2023-07-25 13:57:47,970 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.484
2023-07-25 13:57:47,983 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.909, mIoU: 0.501
2023-07-25 13:57:47,998 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.501
2023-07-25 13:57:48,012 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.501
2023-07-25 13:57:48,025 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.501
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2023-07-25 13:57:48,069 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.511
2023-07-25 13:57:48,081 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.512
2023-07-25 13:57:48,097 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.512
2023-07-25 13:57:48,113 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-25 13:57:48,129 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.499
2023-07-25 13:57:48,145 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.499
2023-07-25 13:57:48,158 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-25 13:57:48,174 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-25 13:57:48,190 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.498
2023-07-25 13:57:48,204 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.910, mIoU: 0.495
2023-07-25 13:57:48,219 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.492
2023-07-25 13:57:48,237 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.491
2023-07-25 13:57:48,250 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.491
2023-07-25 13:57:48,265 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.901, mIoU: 0.494
2023-07-25 13:57:48,279 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.902, mIoU: 0.502
2023-07-25 13:57:48,294 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.903, mIoU: 0.499
2023-07-25 13:57:48,307 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.904, mIoU: 0.498
2023-07-25 13:57:48,325 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.905, mIoU: 0.506
2023-07-25 13:57:48,339 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.906, mIoU: 0.518
2023-07-25 13:57:48,354 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.907, mIoU: 0.518
2023-07-25 13:57:48,370 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.908, mIoU: 0.518
2023-07-25 13:57:48,383 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.909, mIoU: 0.564
2023-07-25 13:57:48,398 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.910, mIoU: 0.565
2023-07-25 13:57:48,413 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.906, mIoU: 0.561
2023-07-25 13:57:48,429 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-25 13:57:48,442 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.907, mIoU: 0.586
2023-07-25 13:57:48,457 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.578
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2023-07-25 13:57:48,488 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.908, mIoU: 0.585
2023-07-25 13:57:48,504 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.909, mIoU: 0.584
2023-07-25 13:57:48,519 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.582
2023-07-25 13:57:48,529 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.905, mIoU: 0.581
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2023-07-25 13:57:48,561 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.905, mIoU: 0.588
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2023-07-25 13:57:48,621 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.573
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2023-07-25 13:57:48,668 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.901, mIoU: 0.571
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2023-07-25 13:57:48,699 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-25 13:57:48,712 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-25 13:57:48,727 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.898, mIoU: 0.560
2023-07-25 13:57:48,744 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.899, mIoU: 0.560
2023-07-25 13:57:48,759 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-25 13:57:48,774 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-25 13:57:48,789 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-25 13:57:48,831 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.897, mIoU: 0.568
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2023-07-25 13:57:49,002 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.898, mIoU: 0.564
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2023-07-25 13:57:49,043 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.900, mIoU: 0.564
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2023-07-25 13:57:49,101 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-25 13:57:49,117 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-25 13:57:49,130 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-25 13:57:49,145 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.895, mIoU: 0.547
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2023-07-25 13:57:49,498 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.894, mIoU: 0.541
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2023-07-25 13:57:49,528 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.894, mIoU: 0.539
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2023-07-25 13:57:49,554 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 13:57:49,569 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:57:49,584 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.894, mIoU: 0.560
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2023-07-25 13:57:53,848 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.890, mIoU: 0.528
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2023-07-25 13:57:53,923 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:57:53,938 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:57:53,954 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:57:53,967 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:57:53,982 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 13:57:53,995 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.888, mIoU: 0.523
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2023-07-25 13:57:54,019 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:57:54,033 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.888, mIoU: 0.521
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2023-07-25 13:57:54,062 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:57:54,077 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.889, mIoU: 0.521
2023-07-25 13:57:54,092 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:57:54,107 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 13:57:54,115 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:57:54,125 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 13:57:54,138 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 13:57:54,150 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:57:54,165 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:57:54,177 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 13:57:54,192 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:57:54,207 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 13:57:54,222 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:57:54,237 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:57:54,251 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:57:54,264 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 13:57:54,278 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:57:54,293 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 13:57:54,306 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:57:54,321 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:57:54,332 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:57:54,346 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:57:54,360 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 13:57:54,375 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.890, mIoU: 0.529
2023-07-25 13:57:54,389 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.890, mIoU: 0.529
2023-07-25 13:57:54,404 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 13:57:54,414 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 13:57:54,427 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 13:57:54,442 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 13:57:54,457 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 13:57:54,470 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 13:57:54,484 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.891, mIoU: 0.533
2023-07-25 13:57:54,497 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 13:57:54,513 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 13:57:54,529 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 13:57:54,543 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 13:57:54,552 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 13:57:54,567 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 13:57:54,582 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 13:57:54,595 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-25 13:57:54,610 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 13:57:54,625 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 13:57:54,638 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 13:57:54,654 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-25 13:57:54,667 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-25 13:57:54,682 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 13:57:54,698 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 13:57:54,713 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 13:57:54,728 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 13:57:54,742 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 13:57:54,754 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 13:57:54,769 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 13:57:54,784 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 13:57:54,797 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 13:57:54,812 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.893, mIoU: 0.539
2023-07-25 13:57:54,828 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 13:57:54,844 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 13:57:54,859 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 13:57:54,872 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 13:57:54,887 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 13:57:54,902 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 13:57:54,917 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 13:57:54,932 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 13:57:54,947 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 13:57:54,960 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 13:57:54,975 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 13:57:54,990 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 13:57:55,003 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 13:57:55,018 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 13:57:55,030 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,045 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:57:55,058 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:57:55,070 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 13:57:55,082 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 13:57:55,097 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:57:55,111 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:57:55,126 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:57:55,141 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,151 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,165 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,181 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,196 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,211 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:57:55,226 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,240 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,253 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:57:55,269 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,284 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:55,299 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,312 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,326 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,341 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,356 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,371 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,385 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,400 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,416 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,431 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,444 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,459 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,474 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,486 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,501 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,516 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,530 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-25 13:57:55,557 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,573 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-25 13:57:55,603 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,614 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,629 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,645 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,657 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,673 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,686 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,702 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,717 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,733 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,746 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,759 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:55,772 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,788 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,804 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,819 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,833 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,848 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,861 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,876 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,892 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,905 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:55,919 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,934 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:55,949 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,963 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,978 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:55,989 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,004 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,019 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,033 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,048 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,063 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 13:57:56,075 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 13:57:56,090 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 13:57:56,105 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,120 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-25 13:57:56,133 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 13:57:56,148 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.895, mIoU: 0.555
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2023-07-25 13:57:56,207 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-25 13:57:56,222 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.895, mIoU: 0.556
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2023-07-25 13:57:56,339 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-25 13:57:56,355 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,369 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.895, mIoU: 0.556
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2023-07-25 13:57:56,400 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.894, mIoU: 0.554
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2023-07-25 13:57:56,474 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-25 13:57:56,502 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,517 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-25 13:57:56,549 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 13:57:56,564 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,574 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,586 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.893, mIoU: 0.554
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2023-07-25 13:57:56,614 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.894, mIoU: 0.554
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2023-07-25 13:57:56,640 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 13:57:56,654 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.894, mIoU: 0.554
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2023-07-25 13:57:56,687 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,702 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:57:56,718 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,732 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,746 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,760 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,775 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,790 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:56,806 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,821 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,837 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,852 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,864 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,879 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:57:56,894 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,906 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,919 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:57:56,933 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:56,948 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:56,963 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:57:56,975 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:56,990 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,005 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,019 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,032 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-25 13:57:57,045 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,055 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,071 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,087 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,103 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,120 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,136 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,151 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,168 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,184 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,198 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,213 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,228 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,243 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,258 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,271 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,284 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,296 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,310 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,323 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:57,336 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 13:57:57,349 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:57,362 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,377 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,389 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,402 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,415 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,426 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,440 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,455 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-25 13:57:57,469 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-25 13:57:57,484 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:57,498 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:57,513 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:57:57,526 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:57,541 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:57,555 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:57:57,572 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:57:57,587 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:57:57,602 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,617 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:57,630 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:57,643 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:57,656 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,671 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 13:57:57,687 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,700 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,713 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,728 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,743 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,758 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 13:57:57,773 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,788 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,801 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,816 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,829 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,843 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,858 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,872 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,889 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,902 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,918 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,933 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,946 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,959 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:57,975 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:57,990 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,005 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,020 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:58,032 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:58,045 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:58,059 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:58,072 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,087 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:58,105 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:58,118 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:58,134 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:58,147 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:58,162 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:58,177 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:58,190 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:58,204 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:58,219 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,234 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,248 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,263 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,278 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,293 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,306 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,321 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-25 13:57:58,336 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,353 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,366 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,380 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,393 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,408 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,421 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,433 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-25 13:57:58,448 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,463 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,476 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,491 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,507 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-25 13:57:58,522 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,538 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,551 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,563 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,578 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-25 13:57:58,591 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,604 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,617 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,633 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,646 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,659 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,673 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,689 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,704 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,720 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,734 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,747 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,763 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:58,778 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-25 13:57:58,793 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:58,808 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:57:58,821 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:57:58,834 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,846 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,862 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,877 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,892 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,906 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:58,917 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,930 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,945 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:58,960 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:57:58,974 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:57:58,989 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:59,002 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:59,017 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,030 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,045 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:57:59,059 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:59,074 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:59,089 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 13:57:59,102 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,118 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,133 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,149 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,164 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,179 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,194 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,209 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-25 13:57:59,223 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,238 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,252 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,265 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,278 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:59,291 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:59,308 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:59,322 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,339 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,354 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,366 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,381 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,397 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,412 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,426 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,441 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,456 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,470 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,484 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,500 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:57:59,515 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-25 13:57:59,528 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,539 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,556 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,571 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,586 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,598 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,613 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:57:59,628 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,643 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,658 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,671 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,685 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,698 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,713 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,727 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,741 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:59,757 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 13:57:59,770 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:57:59,785 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,801 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,816 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,830 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 13:57:59,845 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,860 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,874 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,890 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,905 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,921 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,936 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,946 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,960 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,973 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:57:59,988 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,002 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,018 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,031 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,045 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,060 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,074 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,089 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,105 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,118 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,134 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,149 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,164 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,177 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,193 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,208 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 13:58:00,224 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,237 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,252 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,267 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,281 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,295 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,310 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,323 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-25 13:58:00,338 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,350 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,364 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,379 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,394 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,408 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,423 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,437 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,450 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,463 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,477 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,490 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,503 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,517 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:00,531 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,546 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,562 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,575 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:00,588 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,604 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,619 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,632 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,647 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,660 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,675 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,689 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,705 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,720 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,735 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,744 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,760 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,775 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,788 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,802 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,817 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,832 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,845 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,861 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:00,876 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.898, mIoU: 0.558
2023-07-25 13:58:00,891 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.898, mIoU: 0.558
2023-07-25 13:58:00,906 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:00,922 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-25 13:58:00,938 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:00,954 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:00,967 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:00,982 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-25 13:58:00,997 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-25 13:58:01,011 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:01,023 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-25 13:58:01,038 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,053 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,067 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,074 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,087 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,100 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 13:58:01,112 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:01,123 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:01,137 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:01,152 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:01,167 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-25 13:58:01,179 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:58:01,192 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:58:01,207 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 13:58:01,218 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:58:01,234 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:58:01,247 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:01,262 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,277 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,293 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,308 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,319 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,332 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,348 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,362 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,377 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,392 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,405 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,415 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,426 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,438 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,450 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,465 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,477 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:01,492 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,507 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,522 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,536 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,551 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,566 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,580 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 13:58:01,596 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 13:58:01,610 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 13:58:01,624 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,639 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,655 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:01,668 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 13:58:01,681 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 13:58:01,696 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,709 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,725 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,738 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,753 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:01,768 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,786 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,801 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,814 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,830 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,845 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,859 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,874 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,887 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,900 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,914 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,929 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.899, mIoU: 0.568
2023-07-25 13:58:01,944 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.899, mIoU: 0.568
2023-07-25 13:58:01,958 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:01,974 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:01,989 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 13:58:02,004 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,019 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:02,032 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 13:58:02,047 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,058 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,071 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,086 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,097 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,112 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,127 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,142 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:58:02,157 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:58:02,173 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-25 13:58:02,188 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-25 13:58:02,203 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-25 13:58:02,215 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-25 13:58:02,231 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,243 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,258 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,274 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,287 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,301 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,314 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,329 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 13:58:02,344 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-25 13:58:02,360 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,375 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,390 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,403 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,416 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,431 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-25 13:58:02,444 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,457 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,473 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,488 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,502 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,515 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,528 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,543 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:02,558 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,574 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,587 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,600 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,615 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,630 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,645 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-25 13:58:02,661 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,676 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,691 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,705 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 13:58:02,720 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,736 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,751 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,766 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,781 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,794 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,810 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,825 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 13:58:02,841 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,854 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 13:58:02,868 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,883 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,899 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,912 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,926 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:02,941 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:02,955 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,970 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:02,985 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,000 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,013 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,028 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,044 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,057 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,072 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,084 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,094 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,109 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,124 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,136 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,151 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-25 13:58:03,166 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-25 13:58:03,179 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,192 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,208 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,223 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,238 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,255 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,269 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,286 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,301 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,314 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,328 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,343 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,358 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,370 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,384 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,398 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,413 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:03,428 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.563
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2023-07-25 13:58:03,485 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-25 13:58:03,498 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:03,513 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.897, mIoU: 0.564
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2023-07-25 13:58:03,571 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,586 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.897, mIoU: 0.565
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2023-07-25 13:58:03,616 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 13:58:03,631 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.896, mIoU: 0.565
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2023-07-25 13:58:03,728 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 13:58:03,743 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-25 13:58:03,757 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 13:58:03,768 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,781 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,796 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,812 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,825 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,841 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,857 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,872 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.897, mIoU: 0.565
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2023-07-25 13:58:03,901 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,916 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,929 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,944 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:03,957 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.897, mIoU: 0.565
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2023-07-25 13:58:04,000 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.897, mIoU: 0.566
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2023-07-25 13:58:04,058 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.897, mIoU: 0.564
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2023-07-25 13:58:04,085 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 13:58:04,100 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 13:58:04,115 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.896, mIoU: 0.564
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2023-07-25 13:58:04,157 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.896, mIoU: 0.564
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2023-07-25 13:58:04,185 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:04,199 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-25 13:58:04,213 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:04,226 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.562
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2023-07-25 13:58:04,358 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-25 13:58:04,373 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-25 13:58:04,387 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 13:58:04,400 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.895, mIoU: 0.563
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2023-07-25 13:58:04,648 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.561
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2023-07-25 13:58:04,806 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.895, mIoU: 0.561
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2023-07-25 13:58:04,848 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:04,863 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:04,877 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:04,892 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.894, mIoU: 0.560
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2023-07-25 13:58:04,934 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.894, mIoU: 0.560
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2023-07-25 13:58:05,005 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,021 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,034 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,050 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,065 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,080 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:05,109 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,122 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,139 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,154 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,170 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,183 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,197 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,212 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,227 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,240 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,253 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,268 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,282 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,297 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,311 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,326 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,341 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,354 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,368 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,382 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,395 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,410 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,424 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,439 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,453 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,467 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 13:58:05,482 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,496 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,510 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,525 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,540 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,555 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,569 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 13:58:05,584 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,598 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,611 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,624 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,639 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,654 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,667 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,683 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,699 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,714 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,729 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,744 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,759 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,774 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 13:58:05,787 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,801 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,814 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,827 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,841 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,856 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:05,871 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,884 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,898 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,913 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,924 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,938 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,954 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:05,969 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,984 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:05,999 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,012 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,027 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,042 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,055 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,070 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,086 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,101 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,115 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,130 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,145 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,160 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,175 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,187 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,202 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,217 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,232 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,247 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,259 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,274 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:06,289 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:06,304 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:06,320 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 13:58:06,335 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:06,366 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,376 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,390 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,403 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:06,462 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-25 13:58:06,516 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,530 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,545 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,560 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,573 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,588 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,604 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:06,632 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,646 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,660 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,675 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,686 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:06,776 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:06,790 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-25 13:58:06,821 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:06,953 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,967 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 13:58:06,983 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:07,019 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 13:58:07,091 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:07,107 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-25 13:58:07,214 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:07,229 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 13:58:07,246 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:07,260 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:07,274 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 13:58:07,289 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-25 13:58:07,391 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 13:58:07,406 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-25 13:58:07,538 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:07,551 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.555
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2023-07-25 13:58:07,788 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.555
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2023-07-25 13:58:07,900 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.555
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2023-07-25 13:58:07,982 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:07,997 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,010 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,024 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,039 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,052 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,066 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,079 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,093 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,107 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,121 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,134 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 13:58:08,148 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,163 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 13:58:08,177 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:08,192 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:08,204 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:08,218 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:08,233 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:08,249 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 13:58:25,269 semantic_segmentation INFO: Iters: 54410/150000 || Lr: 0.013333 || Task Loss: 0.8836 || KD Loss: 0.2298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:07 || Estimated Time: 1 day, 23:45:37
2023-07-25 13:58:42,209 semantic_segmentation INFO: Iters: 54420/150000 || Lr: 0.013332 || Task Loss: 0.7847 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:24 || Estimated Time: 1 day, 23:45:17
2023-07-25 13:58:59,272 semantic_segmentation INFO: Iters: 54430/150000 || Lr: 0.013330 || Task Loss: 0.4954 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:41 || Estimated Time: 1 day, 23:44:57
2023-07-25 13:59:16,591 semantic_segmentation INFO: Iters: 54440/150000 || Lr: 0.013329 || Task Loss: 0.6865 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:58 || Estimated Time: 1 day, 23:44:38
2023-07-25 13:59:33,615 semantic_segmentation INFO: Iters: 54450/150000 || Lr: 0.013328 || Task Loss: 0.5267 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:15 || Estimated Time: 1 day, 23:44:19
2023-07-25 13:59:50,672 semantic_segmentation INFO: Iters: 54460/150000 || Lr: 0.013327 || Task Loss: 1.1974 || KD Loss: 0.5133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:32 || Estimated Time: 1 day, 23:43:59
2023-07-25 14:00:07,928 semantic_segmentation INFO: Iters: 54470/150000 || Lr: 0.013325 || Task Loss: 0.6048 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:50 || Estimated Time: 1 day, 23:43:40
2023-07-25 14:00:25,002 semantic_segmentation INFO: Iters: 54480/150000 || Lr: 0.013324 || Task Loss: 0.5640 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:07 || Estimated Time: 1 day, 23:43:20
2023-07-25 14:00:42,166 semantic_segmentation INFO: Iters: 54490/150000 || Lr: 0.013323 || Task Loss: 0.6965 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:24 || Estimated Time: 1 day, 23:43:01
2023-07-25 14:00:59,146 semantic_segmentation INFO: Iters: 54500/150000 || Lr: 0.013322 || Task Loss: 0.4419 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:41 || Estimated Time: 1 day, 23:42:41
2023-07-25 14:01:16,461 semantic_segmentation INFO: Iters: 54510/150000 || Lr: 0.013320 || Task Loss: 0.6488 || KD Loss: 0.2202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:58 || Estimated Time: 1 day, 23:42:22
2023-07-25 14:01:33,745 semantic_segmentation INFO: Iters: 54520/150000 || Lr: 0.013319 || Task Loss: 0.7398 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:16 || Estimated Time: 1 day, 23:42:02
2023-07-25 14:01:50,791 semantic_segmentation INFO: Iters: 54530/150000 || Lr: 0.013318 || Task Loss: 0.5950 || KD Loss: 0.2097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:33 || Estimated Time: 1 day, 23:41:43
2023-07-25 14:02:07,891 semantic_segmentation INFO: Iters: 54540/150000 || Lr: 0.013317 || Task Loss: 0.9498 || KD Loss: 0.3450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:50 || Estimated Time: 1 day, 23:41:23
2023-07-25 14:02:24,960 semantic_segmentation INFO: Iters: 54550/150000 || Lr: 0.013315 || Task Loss: 0.7212 || KD Loss: 0.2700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:07 || Estimated Time: 1 day, 23:41:04
2023-07-25 14:02:42,213 semantic_segmentation INFO: Iters: 54560/150000 || Lr: 0.013314 || Task Loss: 0.7598 || KD Loss: 0.2582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:24 || Estimated Time: 1 day, 23:40:44
2023-07-25 14:02:59,289 semantic_segmentation INFO: Iters: 54570/150000 || Lr: 0.013313 || Task Loss: 0.7722 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:41 || Estimated Time: 1 day, 23:40:25
2023-07-25 14:03:16,289 semantic_segmentation INFO: Iters: 54580/150000 || Lr: 0.013312 || Task Loss: 0.6914 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:58 || Estimated Time: 1 day, 23:40:05
2023-07-25 14:03:33,300 semantic_segmentation INFO: Iters: 54590/150000 || Lr: 0.013310 || Task Loss: 0.5877 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:15 || Estimated Time: 1 day, 23:39:45
2023-07-25 14:03:50,293 semantic_segmentation INFO: Iters: 54600/150000 || Lr: 0.013309 || Task Loss: 0.7546 || KD Loss: 0.2720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:32 || Estimated Time: 1 day, 23:39:26
2023-07-25 14:04:07,269 semantic_segmentation INFO: Iters: 54610/150000 || Lr: 0.013308 || Task Loss: 0.5874 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:49 || Estimated Time: 1 day, 23:39:06
2023-07-25 14:04:24,336 semantic_segmentation INFO: Iters: 54620/150000 || Lr: 0.013306 || Task Loss: 0.4534 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:06 || Estimated Time: 1 day, 23:38:46
2023-07-25 14:04:41,326 semantic_segmentation INFO: Iters: 54630/150000 || Lr: 0.013305 || Task Loss: 0.5056 || KD Loss: 0.1801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:23 || Estimated Time: 1 day, 23:38:27
2023-07-25 14:04:58,362 semantic_segmentation INFO: Iters: 54640/150000 || Lr: 0.013304 || Task Loss: 0.5942 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2381|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:40 || Estimated Time: 1 day, 23:38:07
2023-07-25 14:05:15,254 semantic_segmentation INFO: Iters: 54650/150000 || Lr: 0.013303 || Task Loss: 0.6258 || KD Loss: 0.2046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:57 || Estimated Time: 1 day, 23:37:47
2023-07-25 14:05:32,260 semantic_segmentation INFO: Iters: 54660/150000 || Lr: 0.013301 || Task Loss: 0.6914 || KD Loss: 0.1675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:14 || Estimated Time: 1 day, 23:37:28
2023-07-25 14:05:49,407 semantic_segmentation INFO: Iters: 54670/150000 || Lr: 0.013300 || Task Loss: 0.5185 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:31 || Estimated Time: 1 day, 23:37:08
2023-07-25 14:06:06,419 semantic_segmentation INFO: Iters: 54680/150000 || Lr: 0.013299 || Task Loss: 0.6227 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:48 || Estimated Time: 1 day, 23:36:48
2023-07-25 14:06:23,334 semantic_segmentation INFO: Iters: 54690/150000 || Lr: 0.013298 || Task Loss: 0.5526 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:19:05 || Estimated Time: 1 day, 23:36:29
2023-07-25 14:06:40,524 semantic_segmentation INFO: Iters: 54700/150000 || Lr: 0.013296 || Task Loss: 0.5419 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:19:22 || Estimated Time: 1 day, 23:36:09
2023-07-25 14:06:57,481 semantic_segmentation INFO: Iters: 54710/150000 || Lr: 0.013295 || Task Loss: 0.6876 || KD Loss: 0.1612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:19:39 || Estimated Time: 1 day, 23:35:49
2023-07-25 14:07:14,444 semantic_segmentation INFO: Iters: 54720/150000 || Lr: 0.013294 || Task Loss: 0.5009 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:19:56 || Estimated Time: 1 day, 23:35:30
2023-07-25 14:07:31,452 semantic_segmentation INFO: Iters: 54730/150000 || Lr: 0.013293 || Task Loss: 0.4436 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:13 || Estimated Time: 1 day, 23:35:10
2023-07-25 14:07:48,449 semantic_segmentation INFO: Iters: 54740/150000 || Lr: 0.013291 || Task Loss: 0.5292 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:30 || Estimated Time: 1 day, 23:34:50
2023-07-25 14:08:05,452 semantic_segmentation INFO: Iters: 54750/150000 || Lr: 0.013290 || Task Loss: 0.8311 || KD Loss: 0.3478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:47 || Estimated Time: 1 day, 23:34:31
2023-07-25 14:08:22,454 semantic_segmentation INFO: Iters: 54760/150000 || Lr: 0.013289 || Task Loss: 0.6470 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:04 || Estimated Time: 1 day, 23:34:11
2023-07-25 14:08:39,521 semantic_segmentation INFO: Iters: 54770/150000 || Lr: 0.013288 || Task Loss: 0.6322 || KD Loss: 0.2204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:21 || Estimated Time: 1 day, 23:33:51
2023-07-25 14:08:56,554 semantic_segmentation INFO: Iters: 54780/150000 || Lr: 0.013286 || Task Loss: 0.6623 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:38 || Estimated Time: 1 day, 23:33:32
2023-07-25 14:09:13,859 semantic_segmentation INFO: Iters: 54790/150000 || Lr: 0.013285 || Task Loss: 0.7326 || KD Loss: 0.2146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:56 || Estimated Time: 1 day, 23:33:13
2023-07-25 14:09:30,872 semantic_segmentation INFO: Iters: 54800/150000 || Lr: 0.013284 || Task Loss: 0.7344 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:13 || Estimated Time: 1 day, 23:32:53
2023-07-25 14:09:48,228 semantic_segmentation INFO: Iters: 54810/150000 || Lr: 0.013283 || Task Loss: 0.3752 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:30 || Estimated Time: 1 day, 23:32:34
2023-07-25 14:10:05,266 semantic_segmentation INFO: Iters: 54820/150000 || Lr: 0.013281 || Task Loss: 0.5666 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:47 || Estimated Time: 1 day, 23:32:14
2023-07-25 14:10:22,380 semantic_segmentation INFO: Iters: 54830/150000 || Lr: 0.013280 || Task Loss: 0.6939 || KD Loss: 0.1502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:04 || Estimated Time: 1 day, 23:31:55
2023-07-25 14:10:39,574 semantic_segmentation INFO: Iters: 54840/150000 || Lr: 0.013279 || Task Loss: 0.6196 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:21 || Estimated Time: 1 day, 23:31:35
2023-07-25 14:10:56,664 semantic_segmentation INFO: Iters: 54850/150000 || Lr: 0.013278 || Task Loss: 0.5368 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:38 || Estimated Time: 1 day, 23:31:16
2023-07-25 14:11:13,901 semantic_segmentation INFO: Iters: 54860/150000 || Lr: 0.013276 || Task Loss: 0.7698 || KD Loss: 0.2237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:56 || Estimated Time: 1 day, 23:30:57
2023-07-25 14:11:30,883 semantic_segmentation INFO: Iters: 54870/150000 || Lr: 0.013275 || Task Loss: 0.8435 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:13 || Estimated Time: 1 day, 23:30:37
2023-07-25 14:11:48,056 semantic_segmentation INFO: Iters: 54880/150000 || Lr: 0.013274 || Task Loss: 0.6439 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:30 || Estimated Time: 1 day, 23:30:18
2023-07-25 14:12:05,682 semantic_segmentation INFO: Iters: 54890/150000 || Lr: 0.013273 || Task Loss: 0.6921 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:47 || Estimated Time: 1 day, 23:29:59
2023-07-25 14:12:22,754 semantic_segmentation INFO: Iters: 54900/150000 || Lr: 0.013271 || Task Loss: 0.6360 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:05 || Estimated Time: 1 day, 23:29:39
2023-07-25 14:12:39,967 semantic_segmentation INFO: Iters: 54910/150000 || Lr: 0.013270 || Task Loss: 0.5848 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:22 || Estimated Time: 1 day, 23:29:20
2023-07-25 14:12:57,062 semantic_segmentation INFO: Iters: 54920/150000 || Lr: 0.013269 || Task Loss: 0.7158 || KD Loss: 0.2805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:39 || Estimated Time: 1 day, 23:29:01
2023-07-25 14:13:14,384 semantic_segmentation INFO: Iters: 54930/150000 || Lr: 0.013268 || Task Loss: 0.3544 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:56 || Estimated Time: 1 day, 23:28:41
2023-07-25 14:13:31,535 semantic_segmentation INFO: Iters: 54940/150000 || Lr: 0.013266 || Task Loss: 0.5737 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:26:13 || Estimated Time: 1 day, 23:28:22
2023-07-25 14:13:48,676 semantic_segmentation INFO: Iters: 54950/150000 || Lr: 0.013265 || Task Loss: 0.7277 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:26:30 || Estimated Time: 1 day, 23:28:03
2023-07-25 14:14:05,779 semantic_segmentation INFO: Iters: 54960/150000 || Lr: 0.013264 || Task Loss: 0.7829 || KD Loss: 0.2452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:26:48 || Estimated Time: 1 day, 23:27:43
2023-07-25 14:14:22,979 semantic_segmentation INFO: Iters: 54970/150000 || Lr: 0.013263 || Task Loss: 0.7713 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:05 || Estimated Time: 1 day, 23:27:24
2023-07-25 14:14:40,115 semantic_segmentation INFO: Iters: 54980/150000 || Lr: 0.013261 || Task Loss: 0.7200 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:22 || Estimated Time: 1 day, 23:27:04
2023-07-25 14:14:57,654 semantic_segmentation INFO: Iters: 54990/150000 || Lr: 0.013260 || Task Loss: 0.6584 || KD Loss: 0.2196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:39 || Estimated Time: 1 day, 23:26:46
2023-07-25 14:15:14,788 semantic_segmentation INFO: Iters: 55000/150000 || Lr: 0.013259 || Task Loss: 0.7038 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:57 || Estimated Time: 1 day, 23:26:26
2023-07-25 14:15:31,886 semantic_segmentation INFO: Iters: 55010/150000 || Lr: 0.013258 || Task Loss: 0.6306 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:14 || Estimated Time: 1 day, 23:26:07
2023-07-25 14:15:48,930 semantic_segmentation INFO: Iters: 55020/150000 || Lr: 0.013256 || Task Loss: 0.7470 || KD Loss: 0.2533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:31 || Estimated Time: 1 day, 23:25:47
2023-07-25 14:16:06,123 semantic_segmentation INFO: Iters: 55030/150000 || Lr: 0.013255 || Task Loss: 0.6371 || KD Loss: 0.1953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:48 || Estimated Time: 1 day, 23:25:28
2023-07-25 14:16:23,205 semantic_segmentation INFO: Iters: 55040/150000 || Lr: 0.013254 || Task Loss: 0.3882 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:05 || Estimated Time: 1 day, 23:25:08
2023-07-25 14:16:40,527 semantic_segmentation INFO: Iters: 55050/150000 || Lr: 0.013252 || Task Loss: 0.8793 || KD Loss: 0.2447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:22 || Estimated Time: 1 day, 23:24:49
2023-07-25 14:16:57,629 semantic_segmentation INFO: Iters: 55060/150000 || Lr: 0.013251 || Task Loss: 0.7122 || KD Loss: 0.2565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:39 || Estimated Time: 1 day, 23:24:30
2023-07-25 14:17:14,737 semantic_segmentation INFO: Iters: 55070/150000 || Lr: 0.013250 || Task Loss: 0.7290 || KD Loss: 0.2882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:57 || Estimated Time: 1 day, 23:24:10
2023-07-25 14:17:32,344 semantic_segmentation INFO: Iters: 55080/150000 || Lr: 0.013249 || Task Loss: 0.5042 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:14 || Estimated Time: 1 day, 23:23:52
2023-07-25 14:17:49,629 semantic_segmentation INFO: Iters: 55090/150000 || Lr: 0.013247 || Task Loss: 0.8381 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:31 || Estimated Time: 1 day, 23:23:32
2023-07-25 14:18:06,649 semantic_segmentation INFO: Iters: 55100/150000 || Lr: 0.013246 || Task Loss: 0.7179 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:48 || Estimated Time: 1 day, 23:23:13
2023-07-25 14:18:23,836 semantic_segmentation INFO: Iters: 55110/150000 || Lr: 0.013245 || Task Loss: 0.5159 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:06 || Estimated Time: 1 day, 23:22:53
2023-07-25 14:18:41,040 semantic_segmentation INFO: Iters: 55120/150000 || Lr: 0.013244 || Task Loss: 0.6729 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:23 || Estimated Time: 1 day, 23:22:34
2023-07-25 14:18:58,435 semantic_segmentation INFO: Iters: 55130/150000 || Lr: 0.013242 || Task Loss: 0.6772 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:40 || Estimated Time: 1 day, 23:22:15
2023-07-25 14:19:15,432 semantic_segmentation INFO: Iters: 55140/150000 || Lr: 0.013241 || Task Loss: 0.6096 || KD Loss: 0.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:57 || Estimated Time: 1 day, 23:21:56
2023-07-25 14:19:32,536 semantic_segmentation INFO: Iters: 55150/150000 || Lr: 0.013240 || Task Loss: 0.4879 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:14 || Estimated Time: 1 day, 23:21:36
2023-07-25 14:19:49,600 semantic_segmentation INFO: Iters: 55160/150000 || Lr: 0.013239 || Task Loss: 0.5771 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:31 || Estimated Time: 1 day, 23:21:17
2023-07-25 14:20:06,844 semantic_segmentation INFO: Iters: 55170/150000 || Lr: 0.013237 || Task Loss: 0.4696 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:49 || Estimated Time: 1 day, 23:20:57
2023-07-25 14:20:24,047 semantic_segmentation INFO: Iters: 55180/150000 || Lr: 0.013236 || Task Loss: 0.4853 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:06 || Estimated Time: 1 day, 23:20:38
2023-07-25 14:20:41,159 semantic_segmentation INFO: Iters: 55190/150000 || Lr: 0.013235 || Task Loss: 0.5269 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:23 || Estimated Time: 1 day, 23:20:18
2023-07-25 14:20:58,324 semantic_segmentation INFO: Iters: 55200/150000 || Lr: 0.013234 || Task Loss: 0.5255 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:40 || Estimated Time: 1 day, 23:19:59
2023-07-25 14:20:58,447 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 14:20:58,832 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 14:20:58,851 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.132
2023-07-25 14:20:58,864 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.137
2023-07-25 14:20:58,879 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.137
2023-07-25 14:20:58,893 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.938, mIoU: 0.202
2023-07-25 14:20:58,906 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.945, mIoU: 0.247
2023-07-25 14:20:58,920 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.289
2023-07-25 14:20:58,935 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.295
2023-07-25 14:20:58,948 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.941, mIoU: 0.315
2023-07-25 14:20:58,962 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.934, mIoU: 0.352
2023-07-25 14:20:58,977 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.360
2023-07-25 14:20:58,992 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.360
2023-07-25 14:20:59,004 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.884, mIoU: 0.339
2023-07-25 14:20:59,018 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.331
2023-07-25 14:20:59,033 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.884, mIoU: 0.321
2023-07-25 14:20:59,045 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.888, mIoU: 0.319
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2023-07-25 14:20:59,069 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.883, mIoU: 0.313
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2023-07-25 14:20:59,100 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.887, mIoU: 0.354
2023-07-25 14:20:59,115 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.892, mIoU: 0.361
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2023-07-25 14:20:59,145 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.886, mIoU: 0.387
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2023-07-25 14:20:59,176 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.891, mIoU: 0.393
2023-07-25 14:20:59,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.890, mIoU: 0.399
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2023-07-25 14:20:59,309 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.896, mIoU: 0.387
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2023-07-25 14:21:04,762 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.889, mIoU: 0.518
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2023-07-25 14:21:04,827 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.888, mIoU: 0.517
2023-07-25 14:21:04,842 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.888, mIoU: 0.516
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2023-07-25 14:21:04,888 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.889, mIoU: 0.518
2023-07-25 14:21:04,901 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.888, mIoU: 0.518
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2023-07-25 14:21:04,946 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.887, mIoU: 0.516
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2023-07-25 14:21:05,017 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.887, mIoU: 0.520
2023-07-25 14:21:05,033 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.887, mIoU: 0.522
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2023-07-25 14:21:05,123 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.888, mIoU: 0.520
2023-07-25 14:21:05,139 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.888, mIoU: 0.519
2023-07-25 14:21:05,153 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,170 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,185 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 14:21:05,200 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 14:21:05,215 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,230 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.888, mIoU: 0.522
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2023-07-25 14:21:05,259 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.888, mIoU: 0.523
2023-07-25 14:21:05,273 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,286 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,299 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.888, mIoU: 0.521
2023-07-25 14:21:05,315 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 14:21:05,330 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 14:21:05,345 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.886, mIoU: 0.514
2023-07-25 14:21:05,359 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 14:21:05,372 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.885, mIoU: 0.513
2023-07-25 14:21:05,387 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 14:21:05,401 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 14:21:05,412 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 14:21:05,427 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.885, mIoU: 0.510
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2023-07-25 14:21:05,473 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.886, mIoU: 0.510
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2023-07-25 14:21:05,506 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.886, mIoU: 0.511
2023-07-25 14:21:05,522 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 14:21:05,531 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 14:21:05,542 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.885, mIoU: 0.511
2023-07-25 14:21:05,555 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.886, mIoU: 0.512
2023-07-25 14:21:05,569 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.886, mIoU: 0.513
2023-07-25 14:21:05,586 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.886, mIoU: 0.513
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2023-07-25 14:21:05,614 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 14:21:05,630 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.886, mIoU: 0.515
2023-07-25 14:21:05,645 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.887, mIoU: 0.516
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2023-07-25 14:21:05,687 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.887, mIoU: 0.516
2023-07-25 14:21:05,702 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.887, mIoU: 0.519
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2023-07-25 14:21:05,731 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 14:21:05,746 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 14:21:05,758 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.887, mIoU: 0.519
2023-07-25 14:21:05,773 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.887, mIoU: 0.519
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2023-07-25 14:21:05,832 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.888, mIoU: 0.522
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2023-07-25 14:21:05,891 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.888, mIoU: 0.524
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2023-07-25 14:21:05,932 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 14:21:05,948 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 14:21:05,964 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 14:21:05,979 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.889, mIoU: 0.527
2023-07-25 14:21:05,989 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.889, mIoU: 0.527
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2023-07-25 14:21:06,020 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.889, mIoU: 0.528
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2023-07-25 14:21:06,063 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.890, mIoU: 0.529
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2023-07-25 14:21:06,091 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.890, mIoU: 0.530
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2023-07-25 14:21:06,119 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,135 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 14:21:06,150 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 14:21:06,165 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,178 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,191 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,206 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 14:21:06,220 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.890, mIoU: 0.530
2023-07-25 14:21:06,235 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.890, mIoU: 0.530
2023-07-25 14:21:06,250 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,266 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.890, mIoU: 0.532
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2023-07-25 14:21:06,311 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,326 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.890, mIoU: 0.530
2023-07-25 14:21:06,341 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,357 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 14:21:06,372 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 14:21:06,387 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.890, mIoU: 0.533
2023-07-25 14:21:06,401 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.890, mIoU: 0.533
2023-07-25 14:21:06,416 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.890, mIoU: 0.533
2023-07-25 14:21:06,431 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.890, mIoU: 0.533
2023-07-25 14:21:06,444 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 14:21:06,460 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:06,471 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 14:21:06,487 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 14:21:06,500 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:06,512 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:21:06,525 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:21:06,540 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,555 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:06,570 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,585 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,593 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,608 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 14:21:06,624 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,639 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,655 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 14:21:06,669 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,683 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,696 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,711 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,726 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,741 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,753 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:21:06,767 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:06,781 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:06,796 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:06,811 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:06,824 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 14:21:06,839 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:06,855 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:06,871 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:06,884 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:06,900 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:06,915 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:06,929 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.890, mIoU: 0.540
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2023-07-25 14:21:06,989 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.891, mIoU: 0.540
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2023-07-25 14:21:07,569 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,581 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,596 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,610 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,625 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,640 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,655 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 14:21:07,671 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 14:21:07,687 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 14:21:07,702 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.893, mIoU: 0.539
2023-07-25 14:21:07,717 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 14:21:07,730 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-25 14:21:07,746 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,762 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.535
2023-07-25 14:21:07,778 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,791 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,807 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,822 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,837 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,853 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 14:21:07,869 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 14:21:07,884 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 14:21:07,899 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:21:07,914 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:07,928 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:07,942 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 14:21:07,956 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:07,971 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:07,988 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,003 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:08,018 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 14:21:08,028 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:08,041 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:08,056 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 14:21:08,070 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 14:21:08,085 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 14:21:08,099 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 14:21:08,113 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:08,128 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:08,146 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 14:21:08,161 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 14:21:08,177 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,191 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,206 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,219 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,234 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 14:21:08,250 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 14:21:08,266 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,281 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 14:21:08,295 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,310 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,323 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,338 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 14:21:08,352 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,365 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,378 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,392 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,407 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,422 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,435 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,449 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:08,464 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:08,480 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:08,494 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:08,507 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:08,516 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:08,531 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,547 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,562 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:08,578 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:08,594 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:08,609 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:08,625 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,640 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,653 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,669 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,683 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,698 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:08,713 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:08,726 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:08,739 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:08,752 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,766 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:08,779 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:08,792 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:08,806 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:08,820 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:08,835 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:08,847 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:08,861 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:08,874 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:08,886 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:08,901 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:08,916 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:08,932 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:08,947 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:08,962 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:08,977 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:08,990 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,006 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,021 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 14:21:09,039 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 14:21:09,055 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 14:21:09,070 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:09,086 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:09,099 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:09,112 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:09,125 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:09,140 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:09,156 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:09,170 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,183 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,198 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:09,212 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:09,227 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:09,242 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:09,257 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,270 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,285 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:09,298 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,312 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,328 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,342 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,358 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,372 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,387 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,403 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,416 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,430 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,445 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,461 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,476 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,492 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,504 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,517 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:09,530 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:09,543 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:09,558 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,575 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 14:21:09,588 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,602 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,615 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,629 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,644 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,657 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:09,670 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:09,685 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:09,699 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:09,713 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:09,728 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,743 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,757 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,770 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,785 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:09,800 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:09,816 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,829 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,843 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,856 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,872 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,885 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,897 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,913 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,929 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,942 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,958 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:09,974 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:09,990 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,006 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,019 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,032 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,047 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,060 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,073 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,087 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,103 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,116 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,129 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,143 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,158 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,173 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:10,189 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,202 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,215 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,230 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:10,245 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:10,260 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:10,275 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:10,287 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:10,300 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,312 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,327 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,343 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,357 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:10,371 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,382 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,395 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,410 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,425 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.893, mIoU: 0.541
2023-07-25 14:21:10,438 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 14:21:10,452 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 14:21:10,465 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 14:21:10,480 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,493 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,509 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 14:21:10,522 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,537 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,552 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 14:21:10,566 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,582 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,597 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,612 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,627 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,642 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,657 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,672 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:10,686 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,701 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,716 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,730 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,743 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,756 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,772 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:10,785 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,802 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,816 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,828 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,842 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,858 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,873 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,886 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,901 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,915 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,928 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,943 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:10,959 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,974 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:10,987 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:10,999 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:11,017 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:11,032 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:11,048 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:11,061 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-25 14:21:11,077 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 14:21:11,092 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 14:21:11,108 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,123 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,136 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,151 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,164 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,178 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:11,192 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:11,204 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,220 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:11,232 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 14:21:11,246 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,261 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,275 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,289 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,303 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,317 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,331 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,348 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,363 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,379 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,395 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,405 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,419 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,432 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,448 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,463 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,479 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,492 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,508 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,523 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,538 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,554 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 14:21:11,569 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,582 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,597 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,612 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,627 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,640 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,654 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,669 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,684 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,697 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,712 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,727 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,740 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:11,753 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,769 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,782 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,796 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,809 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,824 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,839 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,854 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,868 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,884 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:11,898 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:11,911 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,924 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,939 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,952 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,965 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,980 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:11,995 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,011 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,026 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,039 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,053 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,069 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,084 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,097 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:12,113 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:12,126 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,141 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,156 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:12,172 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,187 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,202 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,211 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,227 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:12,242 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,256 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,270 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,285 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,300 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,313 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,328 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,343 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,359 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,374 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,389 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,405 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,420 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,433 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,448 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,463 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,477 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:21:12,490 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:21:12,504 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,519 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,534 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,541 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,554 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,567 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:12,580 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:12,592 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:12,607 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:12,622 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:12,638 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:12,650 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:12,663 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:12,679 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:12,690 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:12,705 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,719 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,734 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,749 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,764 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,779 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,791 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,803 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,818 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,833 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,848 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,862 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,875 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,885 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,896 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,908 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,919 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,934 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:12,946 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,961 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:12,976 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:12,991 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:13,005 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:13,021 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:13,036 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:13,051 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,066 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,081 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,095 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,110 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,126 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,139 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:13,152 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:13,167 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:13,180 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:13,196 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,209 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,224 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,240 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,258 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,273 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,287 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,302 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,317 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,332 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,347 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,360 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,373 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,388 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,404 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-25 14:21:13,419 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-25 14:21:13,434 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,450 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,467 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-25 14:21:13,482 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,497 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:13,510 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-25 14:21:13,525 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,536 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,549 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,564 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:21:13,577 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:21:13,592 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:13,607 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 14:21:13,622 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,638 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,654 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,669 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,684 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,697 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,712 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,725 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,740 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,755 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,768 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,782 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,795 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,811 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,826 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,842 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 14:21:13,857 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,872 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,886 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,898 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,914 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 14:21:13,927 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:13,941 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-25 14:21:13,957 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:13,973 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:13,988 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,001 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,014 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:14,029 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,045 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,060 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,073 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,086 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,101 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,116 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,131 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,145 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 14:21:14,160 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:14,175 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 14:21:14,189 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:14,203 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:14,219 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:14,235 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:21:14,250 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:14,265 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:14,279 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:14,295 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 14:21:14,310 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.894, mIoU: 0.548
2023-07-25 14:21:14,326 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 14:21:14,339 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.894, mIoU: 0.549
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2023-07-25 14:21:14,546 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 14:21:14,560 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 14:21:14,573 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 14:21:14,582 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.893, mIoU: 0.548
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2023-07-25 14:21:14,641 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:14,656 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:14,670 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,683 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 14:21:14,698 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,714 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,729 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,746 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.892, mIoU: 0.546
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2023-07-25 14:21:14,778 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:14,793 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:14,807 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 14:21:14,822 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.892, mIoU: 0.546
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2023-07-25 14:21:14,865 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,878 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 14:21:14,893 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.892, mIoU: 0.546
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2023-07-25 14:21:15,114 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.892, mIoU: 0.547
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2023-07-25 14:21:15,143 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.892, mIoU: 0.547
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2023-07-25 14:21:15,173 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.892, mIoU: 0.547
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2023-07-25 14:21:16,084 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 14:21:16,112 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,123 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 14:21:16,138 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,154 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,168 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,181 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,196 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,212 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,226 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,238 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,253 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,267 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,278 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,293 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 14:21:16,308 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 14:21:16,323 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,336 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 14:21:16,348 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 14:21:16,363 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 14:21:16,377 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,392 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 14:21:16,405 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,420 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,433 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 14:21:16,461 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,477 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,493 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 14:21:16,508 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,525 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,539 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,555 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,570 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,585 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,601 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 14:21:16,614 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.890, mIoU: 0.544
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2023-07-25 14:21:16,701 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.890, mIoU: 0.544
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2023-07-25 14:21:16,744 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.890, mIoU: 0.544
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2023-07-25 14:21:16,771 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 14:21:16,786 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 14:21:16,801 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.891, mIoU: 0.544
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2023-07-25 14:21:16,830 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.891, mIoU: 0.544
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2023-07-25 14:21:16,887 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 14:21:16,901 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.891, mIoU: 0.544
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2023-07-25 14:21:16,947 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 14:21:16,962 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 14:21:16,976 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:21:16,991 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-25 14:21:17,036 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-25 14:21:17,493 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-25 14:21:17,536 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-25 14:21:17,579 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-25 14:21:17,611 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.890, mIoU: 0.544
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2023-07-25 14:21:18,861 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:21:18,876 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:21:18,891 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:21:18,906 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:21:18,921 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:21:18,936 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:21:18,948 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:18,963 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:18,976 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:18,990 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,006 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,020 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,035 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,047 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,062 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,077 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,091 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,106 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,120 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,135 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,151 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,164 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,179 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,193 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,208 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,223 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,238 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,253 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,268 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:21:19,282 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,291 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,306 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,319 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,333 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,348 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,363 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,377 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,388 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,397 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,414 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,428 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,443 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,455 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:19,470 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,484 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,497 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,512 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,526 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,540 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,555 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 14:21:19,568 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,583 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,598 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,613 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,626 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,641 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 14:21:19,656 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 14:21:19,671 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:21:19,687 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:21:19,701 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:21:19,715 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:21:19,730 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:21:19,747 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:21:36,818 semantic_segmentation INFO: Iters: 55210/150000 || Lr: 0.013232 || Task Loss: 0.4480 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:19 || Estimated Time: 1 day, 23:20:16
2023-07-25 14:21:54,234 semantic_segmentation INFO: Iters: 55220/150000 || Lr: 0.013231 || Task Loss: 0.4052 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:36 || Estimated Time: 1 day, 23:19:57
2023-07-25 14:22:11,351 semantic_segmentation INFO: Iters: 55230/150000 || Lr: 0.013230 || Task Loss: 0.3631 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:53 || Estimated Time: 1 day, 23:19:38
2023-07-25 14:22:28,367 semantic_segmentation INFO: Iters: 55240/150000 || Lr: 0.013229 || Task Loss: 0.4275 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:10 || Estimated Time: 1 day, 23:19:18
2023-07-25 14:22:45,573 semantic_segmentation INFO: Iters: 55250/150000 || Lr: 0.013227 || Task Loss: 0.3871 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:27 || Estimated Time: 1 day, 23:18:59
2023-07-25 14:23:02,804 semantic_segmentation INFO: Iters: 55260/150000 || Lr: 0.013226 || Task Loss: 0.6907 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:45 || Estimated Time: 1 day, 23:18:40
2023-07-25 14:23:19,791 semantic_segmentation INFO: Iters: 55270/150000 || Lr: 0.013225 || Task Loss: 0.6590 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:02 || Estimated Time: 1 day, 23:18:20
2023-07-25 14:23:37,077 semantic_segmentation INFO: Iters: 55280/150000 || Lr: 0.013224 || Task Loss: 0.7536 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:19 || Estimated Time: 1 day, 23:18:01
2023-07-25 14:23:54,283 semantic_segmentation INFO: Iters: 55290/150000 || Lr: 0.013222 || Task Loss: 0.5677 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:36 || Estimated Time: 1 day, 23:17:42
2023-07-25 14:24:11,500 semantic_segmentation INFO: Iters: 55300/150000 || Lr: 0.013221 || Task Loss: 0.6655 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:53 || Estimated Time: 1 day, 23:17:22
2023-07-25 14:24:28,871 semantic_segmentation INFO: Iters: 55310/150000 || Lr: 0.013220 || Task Loss: 0.4624 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:11 || Estimated Time: 1 day, 23:17:03
2023-07-25 14:24:45,993 semantic_segmentation INFO: Iters: 55320/150000 || Lr: 0.013219 || Task Loss: 0.6130 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:28 || Estimated Time: 1 day, 23:16:44
2023-07-25 14:25:03,187 semantic_segmentation INFO: Iters: 55330/150000 || Lr: 0.013217 || Task Loss: 0.6088 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:45 || Estimated Time: 1 day, 23:16:25
2023-07-25 14:25:20,326 semantic_segmentation INFO: Iters: 55340/150000 || Lr: 0.013216 || Task Loss: 0.6983 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:02 || Estimated Time: 1 day, 23:16:05
2023-07-25 14:25:37,502 semantic_segmentation INFO: Iters: 55350/150000 || Lr: 0.013215 || Task Loss: 0.7565 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:19 || Estimated Time: 1 day, 23:15:46
2023-07-25 14:25:55,001 semantic_segmentation INFO: Iters: 55360/150000 || Lr: 0.013214 || Task Loss: 0.6035 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:37 || Estimated Time: 1 day, 23:15:27
2023-07-25 14:26:12,008 semantic_segmentation INFO: Iters: 55370/150000 || Lr: 0.013212 || Task Loss: 0.5359 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:54 || Estimated Time: 1 day, 23:15:07
2023-07-25 14:26:29,204 semantic_segmentation INFO: Iters: 55380/150000 || Lr: 0.013211 || Task Loss: 0.5755 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:11 || Estimated Time: 1 day, 23:14:48
2023-07-25 14:26:46,339 semantic_segmentation INFO: Iters: 55390/150000 || Lr: 0.013210 || Task Loss: 0.7239 || KD Loss: 0.2258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:28 || Estimated Time: 1 day, 23:14:29
2023-07-25 14:27:03,618 semantic_segmentation INFO: Iters: 55400/150000 || Lr: 0.013209 || Task Loss: 0.5539 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:45 || Estimated Time: 1 day, 23:14:10
2023-07-25 14:27:20,821 semantic_segmentation INFO: Iters: 55410/150000 || Lr: 0.013207 || Task Loss: 0.6735 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:03 || Estimated Time: 1 day, 23:13:50
2023-07-25 14:27:38,139 semantic_segmentation INFO: Iters: 55420/150000 || Lr: 0.013206 || Task Loss: 0.7385 || KD Loss: 0.1992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:20 || Estimated Time: 1 day, 23:13:31
2023-07-25 14:27:55,234 semantic_segmentation INFO: Iters: 55430/150000 || Lr: 0.013205 || Task Loss: 0.7068 || KD Loss: 0.2572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:37 || Estimated Time: 1 day, 23:13:12
2023-07-25 14:28:12,704 semantic_segmentation INFO: Iters: 55440/150000 || Lr: 0.013203 || Task Loss: 0.5092 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2402|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:54 || Estimated Time: 1 day, 23:12:53
2023-07-25 14:28:29,826 semantic_segmentation INFO: Iters: 55450/150000 || Lr: 0.013202 || Task Loss: 0.3765 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:41:12 || Estimated Time: 1 day, 23:12:33
2023-07-25 14:28:46,978 semantic_segmentation INFO: Iters: 55460/150000 || Lr: 0.013201 || Task Loss: 0.4638 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:41:29 || Estimated Time: 1 day, 23:12:14
2023-07-25 14:29:03,966 semantic_segmentation INFO: Iters: 55470/150000 || Lr: 0.013200 || Task Loss: 0.5227 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:41:46 || Estimated Time: 1 day, 23:11:54
2023-07-25 14:29:21,252 semantic_segmentation INFO: Iters: 55480/150000 || Lr: 0.013198 || Task Loss: 0.8284 || KD Loss: 0.2934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:03 || Estimated Time: 1 day, 23:11:35
2023-07-25 14:29:38,365 semantic_segmentation INFO: Iters: 55490/150000 || Lr: 0.013197 || Task Loss: 0.4231 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:20 || Estimated Time: 1 day, 23:11:16
2023-07-25 14:29:55,578 semantic_segmentation INFO: Iters: 55500/150000 || Lr: 0.013196 || Task Loss: 0.5521 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:37 || Estimated Time: 1 day, 23:10:57
2023-07-25 14:30:12,749 semantic_segmentation INFO: Iters: 55510/150000 || Lr: 0.013195 || Task Loss: 0.6045 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:55 || Estimated Time: 1 day, 23:10:37
2023-07-25 14:30:29,966 semantic_segmentation INFO: Iters: 55520/150000 || Lr: 0.013193 || Task Loss: 1.0226 || KD Loss: 0.2922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:43:12 || Estimated Time: 1 day, 23:10:18
2023-07-25 14:30:47,031 semantic_segmentation INFO: Iters: 55530/150000 || Lr: 0.013192 || Task Loss: 0.5248 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:43:29 || Estimated Time: 1 day, 23:09:58
2023-07-25 14:31:04,156 semantic_segmentation INFO: Iters: 55540/150000 || Lr: 0.013191 || Task Loss: 0.5104 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:43:46 || Estimated Time: 1 day, 23:09:39
2023-07-25 14:31:21,194 semantic_segmentation INFO: Iters: 55550/150000 || Lr: 0.013190 || Task Loss: 0.5968 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:03 || Estimated Time: 1 day, 23:09:19
2023-07-25 14:31:38,342 semantic_segmentation INFO: Iters: 55560/150000 || Lr: 0.013188 || Task Loss: 0.5244 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:20 || Estimated Time: 1 day, 23:09:00
2023-07-25 14:31:55,541 semantic_segmentation INFO: Iters: 55570/150000 || Lr: 0.013187 || Task Loss: 0.4298 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:37 || Estimated Time: 1 day, 23:08:41
2023-07-25 14:32:12,677 semantic_segmentation INFO: Iters: 55580/150000 || Lr: 0.013186 || Task Loss: 0.7591 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:54 || Estimated Time: 1 day, 23:08:21
2023-07-25 14:32:30,277 semantic_segmentation INFO: Iters: 55590/150000 || Lr: 0.013185 || Task Loss: 0.4988 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:12 || Estimated Time: 1 day, 23:08:03
2023-07-25 14:32:47,729 semantic_segmentation INFO: Iters: 55600/150000 || Lr: 0.013183 || Task Loss: 0.6533 || KD Loss: 0.1933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:30 || Estimated Time: 1 day, 23:07:44
2023-07-25 14:33:04,812 semantic_segmentation INFO: Iters: 55610/150000 || Lr: 0.013182 || Task Loss: 0.5357 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2505|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:47 || Estimated Time: 1 day, 23:07:24
2023-07-25 14:33:22,018 semantic_segmentation INFO: Iters: 55620/150000 || Lr: 0.013181 || Task Loss: 0.6685 || KD Loss: 0.1853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:04 || Estimated Time: 1 day, 23:07:05
2023-07-25 14:33:39,432 semantic_segmentation INFO: Iters: 55630/150000 || Lr: 0.013180 || Task Loss: 0.6092 || KD Loss: 0.1675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:21 || Estimated Time: 1 day, 23:06:46
2023-07-25 14:33:56,500 semantic_segmentation INFO: Iters: 55640/150000 || Lr: 0.013178 || Task Loss: 0.4755 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:38 || Estimated Time: 1 day, 23:06:27
2023-07-25 14:34:13,805 semantic_segmentation INFO: Iters: 55650/150000 || Lr: 0.013177 || Task Loss: 0.5856 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:56 || Estimated Time: 1 day, 23:06:08
2023-07-25 14:34:30,975 semantic_segmentation INFO: Iters: 55660/150000 || Lr: 0.013176 || Task Loss: 0.5330 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:13 || Estimated Time: 1 day, 23:05:48
2023-07-25 14:34:48,300 semantic_segmentation INFO: Iters: 55670/150000 || Lr: 0.013175 || Task Loss: 0.5151 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:30 || Estimated Time: 1 day, 23:05:29
2023-07-25 14:35:05,821 semantic_segmentation INFO: Iters: 55680/150000 || Lr: 0.013173 || Task Loss: 0.7436 || KD Loss: 0.2478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:48 || Estimated Time: 1 day, 23:05:10
2023-07-25 14:35:22,843 semantic_segmentation INFO: Iters: 55690/150000 || Lr: 0.013172 || Task Loss: 0.4572 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:05 || Estimated Time: 1 day, 23:04:51
2023-07-25 14:35:40,467 semantic_segmentation INFO: Iters: 55700/150000 || Lr: 0.013171 || Task Loss: 0.7291 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:22 || Estimated Time: 1 day, 23:04:32
2023-07-25 14:35:57,650 semantic_segmentation INFO: Iters: 55710/150000 || Lr: 0.013170 || Task Loss: 0.6426 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:39 || Estimated Time: 1 day, 23:04:13
2023-07-25 14:36:14,874 semantic_segmentation INFO: Iters: 55720/150000 || Lr: 0.013168 || Task Loss: 0.5150 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:57 || Estimated Time: 1 day, 23:03:54
2023-07-25 14:36:32,361 semantic_segmentation INFO: Iters: 55730/150000 || Lr: 0.013167 || Task Loss: 0.6970 || KD Loss: 0.2203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:14 || Estimated Time: 1 day, 23:03:35
2023-07-25 14:36:49,447 semantic_segmentation INFO: Iters: 55740/150000 || Lr: 0.013166 || Task Loss: 0.7040 || KD Loss: 0.1970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:31 || Estimated Time: 1 day, 23:03:16
2023-07-25 14:37:06,646 semantic_segmentation INFO: Iters: 55750/150000 || Lr: 0.013165 || Task Loss: 0.6505 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:48 || Estimated Time: 1 day, 23:02:56
2023-07-25 14:37:23,745 semantic_segmentation INFO: Iters: 55760/150000 || Lr: 0.013163 || Task Loss: 0.4431 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:06 || Estimated Time: 1 day, 23:02:37
2023-07-25 14:37:41,296 semantic_segmentation INFO: Iters: 55770/150000 || Lr: 0.013162 || Task Loss: 0.9823 || KD Loss: 0.3766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:23 || Estimated Time: 1 day, 23:02:18
2023-07-25 14:37:58,363 semantic_segmentation INFO: Iters: 55780/150000 || Lr: 0.013161 || Task Loss: 0.6695 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:40 || Estimated Time: 1 day, 23:01:59
2023-07-25 14:38:15,625 semantic_segmentation INFO: Iters: 55790/150000 || Lr: 0.013159 || Task Loss: 0.7635 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:57 || Estimated Time: 1 day, 23:01:39
2023-07-25 14:38:33,063 semantic_segmentation INFO: Iters: 55800/150000 || Lr: 0.013158 || Task Loss: 0.8187 || KD Loss: 0.3241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:51:15 || Estimated Time: 1 day, 23:01:21
2023-07-25 14:38:50,163 semantic_segmentation INFO: Iters: 55810/150000 || Lr: 0.013157 || Task Loss: 0.5570 || KD Loss: 0.1840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:51:32 || Estimated Time: 1 day, 23:01:01
2023-07-25 14:39:07,309 semantic_segmentation INFO: Iters: 55820/150000 || Lr: 0.013156 || Task Loss: 0.5230 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:51:49 || Estimated Time: 1 day, 23:00:42
2023-07-25 14:39:24,386 semantic_segmentation INFO: Iters: 55830/150000 || Lr: 0.013154 || Task Loss: 0.5318 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:06 || Estimated Time: 1 day, 23:00:22
2023-07-25 14:39:41,660 semantic_segmentation INFO: Iters: 55840/150000 || Lr: 0.013153 || Task Loss: 0.7263 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:23 || Estimated Time: 1 day, 23:00:03
2023-07-25 14:39:58,917 semantic_segmentation INFO: Iters: 55850/150000 || Lr: 0.013152 || Task Loss: 0.5456 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:41 || Estimated Time: 1 day, 22:59:44
2023-07-25 14:40:16,109 semantic_segmentation INFO: Iters: 55860/150000 || Lr: 0.013151 || Task Loss: 0.6894 || KD Loss: 0.2076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:58 || Estimated Time: 1 day, 22:59:25
2023-07-25 14:40:33,502 semantic_segmentation INFO: Iters: 55870/150000 || Lr: 0.013149 || Task Loss: 0.6248 || KD Loss: 0.1840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:15 || Estimated Time: 1 day, 22:59:06
2023-07-25 14:40:50,623 semantic_segmentation INFO: Iters: 55880/150000 || Lr: 0.013148 || Task Loss: 0.7416 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:32 || Estimated Time: 1 day, 22:58:46
2023-07-25 14:41:07,814 semantic_segmentation INFO: Iters: 55890/150000 || Lr: 0.013147 || Task Loss: 0.5601 || KD Loss: 0.1705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:50 || Estimated Time: 1 day, 22:58:27
2023-07-25 14:41:24,998 semantic_segmentation INFO: Iters: 55900/150000 || Lr: 0.013146 || Task Loss: 0.6220 || KD Loss: 0.2387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:07 || Estimated Time: 1 day, 22:58:08
2023-07-25 14:41:42,511 semantic_segmentation INFO: Iters: 55910/150000 || Lr: 0.013144 || Task Loss: 0.6569 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:24 || Estimated Time: 1 day, 22:57:49
2023-07-25 14:41:59,542 semantic_segmentation INFO: Iters: 55920/150000 || Lr: 0.013143 || Task Loss: 0.6578 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:41 || Estimated Time: 1 day, 22:57:30
2023-07-25 14:42:16,734 semantic_segmentation INFO: Iters: 55930/150000 || Lr: 0.013142 || Task Loss: 0.7646 || KD Loss: 0.2533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2387|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:59 || Estimated Time: 1 day, 22:57:10
2023-07-25 14:42:33,916 semantic_segmentation INFO: Iters: 55940/150000 || Lr: 0.013141 || Task Loss: 0.6370 || KD Loss: 0.1835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:16 || Estimated Time: 1 day, 22:56:51
2023-07-25 14:42:51,213 semantic_segmentation INFO: Iters: 55950/150000 || Lr: 0.013139 || Task Loss: 0.5442 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:33 || Estimated Time: 1 day, 22:56:32
2023-07-25 14:43:08,691 semantic_segmentation INFO: Iters: 55960/150000 || Lr: 0.013138 || Task Loss: 0.7707 || KD Loss: 0.2373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:50 || Estimated Time: 1 day, 22:56:13
2023-07-25 14:43:25,817 semantic_segmentation INFO: Iters: 55970/150000 || Lr: 0.013137 || Task Loss: 0.7620 || KD Loss: 0.2730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:08 || Estimated Time: 1 day, 22:55:54
2023-07-25 14:43:42,930 semantic_segmentation INFO: Iters: 55980/150000 || Lr: 0.013136 || Task Loss: 0.6210 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:25 || Estimated Time: 1 day, 22:55:34
2023-07-25 14:44:00,112 semantic_segmentation INFO: Iters: 55990/150000 || Lr: 0.013134 || Task Loss: 0.7017 || KD Loss: 0.2729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:42 || Estimated Time: 1 day, 22:55:15
2023-07-25 14:44:17,326 semantic_segmentation INFO: Iters: 56000/150000 || Lr: 0.013133 || Task Loss: 0.5495 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2362|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:59 || Estimated Time: 1 day, 22:54:56
2023-07-25 14:44:17,450 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 14:44:17,833 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-25 14:44:17,855 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.128
2023-07-25 14:44:17,867 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.149
2023-07-25 14:44:17,881 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.152
2023-07-25 14:44:17,894 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.913, mIoU: 0.208
2023-07-25 14:44:17,906 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.924, mIoU: 0.254
2023-07-25 14:44:17,920 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.927, mIoU: 0.295
2023-07-25 14:44:17,934 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.305
2023-07-25 14:44:17,946 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.938, mIoU: 0.339
2023-07-25 14:44:17,960 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.351
2023-07-25 14:44:17,974 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.914, mIoU: 0.353
2023-07-25 14:44:17,988 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.921, mIoU: 0.397
2023-07-25 14:44:18,000 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.884, mIoU: 0.335
2023-07-25 14:44:18,014 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.887, mIoU: 0.325
2023-07-25 14:44:18,027 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.321
2023-07-25 14:44:18,040 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.315
2023-07-25 14:44:18,050 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.886, mIoU: 0.305
2023-07-25 14:44:18,062 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.888, mIoU: 0.304
2023-07-25 14:44:18,077 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.890, mIoU: 0.307
2023-07-25 14:44:18,092 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.892, mIoU: 0.352
2023-07-25 14:44:18,107 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.897, mIoU: 0.358
2023-07-25 14:44:18,122 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.897, mIoU: 0.365
2023-07-25 14:44:18,136 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.889, mIoU: 0.381
2023-07-25 14:44:18,151 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.888, mIoU: 0.371
2023-07-25 14:44:18,166 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.890, mIoU: 0.381
2023-07-25 14:44:18,179 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.387
2023-07-25 14:44:18,193 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.889, mIoU: 0.385
2023-07-25 14:44:18,204 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.385
2023-07-25 14:44:18,218 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.887, mIoU: 0.379
2023-07-25 14:44:18,233 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.379
2023-07-25 14:44:18,247 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.382
2023-07-25 14:44:18,262 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.383
2023-07-25 14:44:18,277 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.895, mIoU: 0.381
2023-07-25 14:44:18,292 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.897, mIoU: 0.380
2023-07-25 14:44:18,307 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.898, mIoU: 0.415
2023-07-25 14:44:18,322 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.416
2023-07-25 14:44:18,335 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.414
2023-07-25 14:44:18,347 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.453
2023-07-25 14:44:18,363 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.461
2023-07-25 14:44:18,376 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.904, mIoU: 0.461
2023-07-25 14:44:18,389 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.904, mIoU: 0.489
2023-07-25 14:44:18,404 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.907, mIoU: 0.488
2023-07-25 14:44:18,418 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.489
2023-07-25 14:44:18,431 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.904, mIoU: 0.488
2023-07-25 14:44:18,446 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-25 14:44:18,462 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.493
2023-07-25 14:44:18,475 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.504
2023-07-25 14:44:18,488 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.903, mIoU: 0.503
2023-07-25 14:44:18,503 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.502
2023-07-25 14:44:18,519 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.498
2023-07-25 14:44:18,535 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.496
2023-07-25 14:44:18,551 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.496
2023-07-25 14:44:18,564 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.494
2023-07-25 14:44:18,580 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.491
2023-07-25 14:44:18,596 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.496
2023-07-25 14:44:18,609 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.495
2023-07-25 14:44:18,625 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-25 14:44:18,642 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.492
2023-07-25 14:44:18,656 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.907, mIoU: 0.492
2023-07-25 14:44:18,671 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.896, mIoU: 0.488
2023-07-25 14:44:18,685 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.896, mIoU: 0.496
2023-07-25 14:44:18,701 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.897, mIoU: 0.491
2023-07-25 14:44:18,715 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.491
2023-07-25 14:44:18,734 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.899, mIoU: 0.498
2023-07-25 14:44:18,748 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.900, mIoU: 0.498
2023-07-25 14:44:18,764 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.498
2023-07-25 14:44:18,779 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-25 14:44:18,793 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.902, mIoU: 0.537
2023-07-25 14:44:18,809 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.904, mIoU: 0.538
2023-07-25 14:44:18,825 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.900, mIoU: 0.539
2023-07-25 14:44:18,841 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-25 14:44:18,854 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-25 14:44:18,869 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-25 14:44:18,884 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.901, mIoU: 0.554
2023-07-25 14:44:18,899 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.559
2023-07-25 14:44:18,914 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.557
2023-07-25 14:44:18,929 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-25 14:44:18,939 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-25 14:44:18,954 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-25 14:44:18,970 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-25 14:44:18,983 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-25 14:44:18,998 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-25 14:44:19,013 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-25 14:44:19,028 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.898, mIoU: 0.561
2023-07-25 14:44:19,044 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-25 14:44:19,059 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-25 14:44:19,075 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.896, mIoU: 0.550
2023-07-25 14:44:19,090 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-25 14:44:19,106 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 14:44:19,119 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 14:44:19,134 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 14:44:19,150 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 14:44:19,166 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 14:44:19,181 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 14:44:19,197 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-25 14:44:19,212 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-25 14:44:19,225 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 14:44:19,239 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 14:44:19,254 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 14:44:19,267 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 14:44:19,283 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 14:44:19,297 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 14:44:19,310 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 14:44:19,325 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 14:44:19,340 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 14:44:19,353 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 14:44:19,368 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 14:44:19,383 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 14:44:19,396 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 14:44:19,409 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 14:44:19,422 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 14:44:19,435 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 14:44:19,450 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-25 14:44:19,464 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 14:44:19,480 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-25 14:44:19,493 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 14:44:19,506 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 14:44:19,521 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 14:44:19,534 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-25 14:44:19,549 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 14:44:19,564 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-25 14:44:19,577 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 14:44:19,590 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.895, mIoU: 0.544
2023-07-25 14:44:19,606 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-25 14:44:19,621 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-25 14:44:19,629 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.896, mIoU: 0.547
2023-07-25 14:44:19,641 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-25 14:44:19,657 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 14:44:19,665 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 14:44:19,679 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-25 14:44:19,695 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 14:44:19,710 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-25 14:44:19,724 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.893, mIoU: 0.539
2023-07-25 14:44:19,739 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.894, mIoU: 0.539
2023-07-25 14:44:19,753 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-25 14:44:19,766 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.895, mIoU: 0.542
2023-07-25 14:44:19,781 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 14:44:19,795 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 14:44:19,810 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 14:44:19,824 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 14:44:19,839 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-25 14:44:19,854 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.895, mIoU: 0.543
2023-07-25 14:44:19,870 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-25 14:44:19,885 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.894, mIoU: 0.540
2023-07-25 14:44:19,900 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.895, mIoU: 0.541
2023-07-25 14:44:19,915 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.894, mIoU: 0.535
2023-07-25 14:44:19,930 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.894, mIoU: 0.533
2023-07-25 14:44:19,944 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 14:44:19,955 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 14:44:19,970 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 14:44:19,985 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.893, mIoU: 0.557
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2023-07-25 14:44:22,922 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.880, mIoU: 0.531
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2023-07-25 14:44:22,950 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.879, mIoU: 0.531
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2023-07-25 14:44:22,978 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 14:44:22,994 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 14:44:23,007 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 14:44:23,016 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 14:44:23,026 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 14:44:23,041 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 14:44:23,055 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 14:44:23,067 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 14:44:23,083 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 14:44:23,099 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 14:44:23,113 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 14:44:23,127 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 14:44:23,142 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 14:44:23,155 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 14:44:23,171 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-25 14:44:23,185 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.877, mIoU: 0.520
2023-07-25 14:44:23,201 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.877, mIoU: 0.520
2023-07-25 14:44:23,216 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-25 14:44:23,232 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 14:44:23,246 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 14:44:23,261 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 14:44:23,277 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 14:44:23,292 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.876, mIoU: 0.515
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2023-07-25 14:44:23,323 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-25 14:44:23,338 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 14:44:23,353 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-25 14:44:23,368 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-25 14:44:23,384 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-25 14:44:23,399 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-25 14:44:23,412 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 14:44:23,427 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 14:44:23,442 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,457 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 14:44:23,472 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.876, mIoU: 0.513
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2023-07-25 14:44:23,502 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,517 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 14:44:23,529 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 14:44:23,544 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,558 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 14:44:23,573 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,588 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,604 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,617 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:23,629 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 14:44:23,646 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 14:44:23,659 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:23,674 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.877, mIoU: 0.515
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2023-07-25 14:44:23,733 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 14:44:23,748 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 14:44:23,764 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.878, mIoU: 0.513
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2023-07-25 14:44:23,793 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 14:44:23,808 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.877, mIoU: 0.513
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2023-07-25 14:44:23,835 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.877, mIoU: 0.513
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2023-07-25 14:44:23,863 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:23,879 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.878, mIoU: 0.515
2023-07-25 14:44:23,894 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.878, mIoU: 0.516
2023-07-25 14:44:23,910 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.878, mIoU: 0.516
2023-07-25 14:44:23,923 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.878, mIoU: 0.516
2023-07-25 14:44:23,940 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.878, mIoU: 0.516
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2023-07-25 14:44:23,970 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 14:44:23,984 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 14:44:24,000 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-25 14:44:24,012 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 14:44:24,029 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.876, mIoU: 0.515
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2023-07-25 14:44:24,143 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.877, mIoU: 0.516
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2023-07-25 14:44:24,203 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 14:44:24,219 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-25 14:44:24,234 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 14:44:24,249 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.878, mIoU: 0.518
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2023-07-25 14:44:24,397 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:24,413 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:24,427 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:24,438 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 14:44:24,452 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 14:44:24,467 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 14:44:24,483 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 14:44:24,499 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 14:44:24,515 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 14:44:24,531 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 14:44:24,547 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.876, mIoU: 0.511
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2023-07-25 14:44:24,580 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 14:44:24,593 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 14:44:24,608 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 14:44:24,621 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.877, mIoU: 0.513
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2023-07-25 14:44:24,652 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.878, mIoU: 0.515
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2023-07-25 14:44:24,696 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.878, mIoU: 0.516
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2023-07-25 14:44:24,724 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.878, mIoU: 0.519
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2023-07-25 14:44:24,767 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,779 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,794 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,809 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,825 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,840 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.879, mIoU: 0.519
2023-07-25 14:44:24,855 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 14:44:24,865 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 14:44:24,879 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 14:44:24,894 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.880, mIoU: 0.522
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2023-07-25 14:44:24,950 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 14:44:24,966 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 14:44:24,982 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.881, mIoU: 0.525
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2023-07-25 14:44:25,006 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.881, mIoU: 0.526
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2023-07-25 14:44:25,037 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.881, mIoU: 0.527
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2023-07-25 14:44:25,065 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 14:44:25,080 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 14:44:25,094 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.882, mIoU: 0.528
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2023-07-25 14:44:25,123 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 14:44:25,139 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.882, mIoU: 0.529
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2023-07-25 14:44:25,213 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 14:44:25,229 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 14:44:25,244 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-25 14:44:25,258 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.882, mIoU: 0.527
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2023-07-25 14:44:25,289 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.882, mIoU: 0.530
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2023-07-25 14:44:25,321 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.882, mIoU: 0.531
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2023-07-25 14:44:25,493 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 14:44:25,508 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.883, mIoU: 0.537
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2023-07-25 14:44:25,643 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.883, mIoU: 0.541
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2023-07-25 14:44:25,731 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.883, mIoU: 0.539
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2023-07-25 14:44:25,832 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:25,846 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:25,861 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 14:44:25,876 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 14:44:25,892 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:25,905 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:25,920 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:25,935 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:25,948 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:25,963 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:25,978 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:25,993 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:26,008 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.884, mIoU: 0.539
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2023-07-25 14:44:26,037 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:26,053 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.885, mIoU: 0.540
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2023-07-25 14:44:26,080 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:26,095 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:26,111 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 14:44:26,124 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:26,139 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 14:44:26,152 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,167 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,182 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,197 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,211 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,223 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,236 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,251 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,267 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,282 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,297 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,312 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,325 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,339 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:26,355 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:26,368 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,383 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,398 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,412 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,428 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,443 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,455 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,470 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:26,486 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,500 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,516 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,531 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,543 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,558 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,573 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,589 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,602 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,618 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,632 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,648 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:26,663 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:26,679 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,694 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,710 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:26,725 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:26,739 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 14:44:26,752 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 14:44:26,768 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:26,783 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:26,797 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:26,810 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:26,826 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 14:44:26,840 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 14:44:26,855 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 14:44:26,871 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.884, mIoU: 0.531
2023-07-25 14:44:26,887 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 14:44:26,902 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 14:44:26,918 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 14:44:26,933 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-25 14:44:26,947 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 14:44:26,961 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 14:44:26,976 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:26,991 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,009 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.884, mIoU: 0.537
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2023-07-25 14:44:27,040 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 14:44:27,050 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 14:44:27,063 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 14:44:27,079 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 14:44:27,092 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 14:44:27,107 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:27,120 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:27,133 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:27,148 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:27,164 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:27,179 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:27,195 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,208 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,222 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,235 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,250 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,266 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,282 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,298 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,313 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,329 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,342 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,357 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:27,372 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:27,385 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:27,399 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:27,413 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 14:44:27,429 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.884, mIoU: 0.539
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2023-07-25 14:44:27,472 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:27,488 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:27,504 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.885, mIoU: 0.540
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2023-07-25 14:44:27,553 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:27,568 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 14:44:27,583 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 14:44:27,599 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.885, mIoU: 0.542
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2023-07-25 14:44:27,688 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,703 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,718 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,734 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,747 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,760 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:27,773 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 14:44:27,800 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.885, mIoU: 0.542
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2023-07-25 14:44:27,827 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 14:44:27,841 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 14:44:27,857 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 14:44:27,883 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 14:44:27,896 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 14:44:27,908 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 14:44:27,938 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 14:44:27,953 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.887, mIoU: 0.544
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2023-07-25 14:44:27,983 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.887, mIoU: 0.544
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2023-07-25 14:44:28,011 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 14:44:28,026 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 14:44:28,074 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:28,090 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 14:44:28,105 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 14:44:28,119 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 14:44:28,132 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:28,145 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 14:44:28,203 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:28,218 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 14:44:28,262 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 14:44:28,277 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 14:44:28,291 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 14:44:28,436 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 14:44:28,684 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.888, mIoU: 0.543
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2023-07-25 14:44:28,713 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:28,728 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,742 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,757 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,772 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,786 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,799 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,814 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,829 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:28,846 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:28,858 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,873 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,886 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,902 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,915 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,929 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,944 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,960 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,973 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:28,989 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,005 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,020 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:29,036 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:29,050 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:29,062 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:29,077 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 14:44:29,090 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,103 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,116 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,132 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,145 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,158 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,173 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,188 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,203 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,219 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,232 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,245 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,260 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,276 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,291 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,307 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,320 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 14:44:29,333 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,345 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,362 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,378 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,392 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,407 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 14:44:29,418 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,432 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,447 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,462 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,475 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,490 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,504 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,519 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 14:44:29,532 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 14:44:29,547 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 14:44:29,560 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:29,575 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:29,590 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:29,603 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:29,619 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,634 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,649 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,663 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,678 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,693 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,708 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,723 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,738 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,753 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,767 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:29,780 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,794 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,811 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:29,825 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:29,842 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:29,857 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:29,869 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,884 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,900 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,915 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,929 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,944 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,959 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,972 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:29,986 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:30,002 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,017 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:30,029 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,041 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,058 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,072 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:30,087 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,100 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,116 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:30,132 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,147 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,163 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,177 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:30,193 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:30,207 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:30,222 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,237 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:30,250 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,266 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,280 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:30,295 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:30,310 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:30,325 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:30,340 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,355 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,369 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,384 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,400 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,414 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,430 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,445 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,455 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,469 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,482 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,497 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,512 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,527 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,541 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,556 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,571 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:30,586 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,602 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,618 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,632 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,648 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 14:44:30,664 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:30,679 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,692 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,707 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,723 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:30,739 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:30,752 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,768 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:30,783 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:30,796 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:30,811 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,826 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,839 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,853 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,866 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:30,880 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 14:44:30,895 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 14:44:30,910 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 14:44:30,925 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:30,941 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:30,956 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:30,969 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:30,982 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:30,997 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:31,010 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:31,023 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,038 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,053 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:31,068 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,084 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,097 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,110 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,127 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,143 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,156 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,172 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,185 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,201 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,216 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 14:44:31,233 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,248 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,264 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,273 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,290 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,306 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,319 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,334 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,349 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,364 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,377 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,392 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,407 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,422 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:44:31,437 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:44:31,451 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 14:44:31,468 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 14:44:31,483 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 14:44:31,496 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 14:44:31,510 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 14:44:31,525 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:44:31,539 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 14:44:31,552 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,568 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,583 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,599 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,606 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,619 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:31,632 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:31,645 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:31,657 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:31,673 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,688 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,703 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,715 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,728 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,743 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,754 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,769 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 14:44:31,783 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,798 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,813 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,828 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,844 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,855 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,868 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,883 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,898 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,913 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:31,928 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,942 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,952 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,964 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,977 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:31,990 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:32,005 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:32,018 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,034 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,050 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,065 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,080 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,095 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,110 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,126 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,141 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,156 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,170 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,185 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,201 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,213 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,227 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,242 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,254 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,270 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,284 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,299 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,314 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,331 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,347 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,361 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,376 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,392 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,407 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,423 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 14:44:32,436 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,450 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,465 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,480 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,496 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,511 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,527 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,543 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 14:44:32,558 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,573 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,586 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 14:44:32,602 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,612 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,626 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,641 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 14:44:32,654 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,669 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,684 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:32,699 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,715 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,731 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,747 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,762 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,774 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,790 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,802 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,817 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,832 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,845 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,860 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,874 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,889 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,904 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 14:44:32,919 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,934 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,949 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,962 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,975 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 14:44:32,990 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,003 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,017 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,032 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,047 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,062 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,075 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,089 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,104 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,120 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,135 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,148 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,161 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,176 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,191 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,207 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,222 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,237 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 14:44:33,252 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,267 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,282 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 14:44:33,297 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 14:44:33,312 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,327 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 14:44:33,342 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,355 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,371 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,385 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,401 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 14:44:33,413 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,428 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,443 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:33,459 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,472 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 14:44:33,486 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:33,501 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,515 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,530 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,545 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,560 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,573 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,588 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,604 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,618 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,633 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,646 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:33,655 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,670 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,685 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,698 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:33,713 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:33,728 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,741 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 14:44:33,754 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,769 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,784 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,799 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,816 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,831 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,848 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,862 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,876 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,891 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,906 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,921 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:33,933 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,946 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,961 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:33,976 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:33,991 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,006 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,019 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,034 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,048 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,062 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,077 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,093 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,108 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,123 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,136 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,151 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,166 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,180 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,195 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,208 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,224 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,237 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,250 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,262 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,277 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,291 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,306 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,321 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,332 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,345 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,360 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,376 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,389 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,404 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,420 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,435 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,449 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,464 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,479 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,493 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,508 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,521 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,534 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,550 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,565 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,581 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,596 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,609 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,624 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:34,639 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:34,651 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,666 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,681 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,695 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,710 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,723 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,736 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,750 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,764 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,778 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,791 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,805 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,822 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 14:44:34,836 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,847 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,862 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,878 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,893 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,908 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,922 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 14:44:34,936 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 14:44:34,951 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:34,964 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:34,979 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:34,994 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 14:44:35,009 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 14:44:35,025 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:35,040 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,054 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,068 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,083 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,096 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,109 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 14:44:35,125 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,140 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,152 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,167 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,178 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,192 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,207 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,222 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,235 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,251 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,267 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,282 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,294 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,309 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,324 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,334 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,349 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,364 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:35,379 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,392 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,405 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:35,420 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:35,434 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,449 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:35,462 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:35,477 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:35,490 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,503 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,518 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,533 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,548 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,563 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,579 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,593 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,608 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,622 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,637 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,652 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:35,665 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,678 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,694 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,709 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,724 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,737 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,750 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,765 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:35,779 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,792 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,805 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,820 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,835 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,850 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,864 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,879 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,895 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,908 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,922 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,937 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,950 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,965 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,980 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:35,995 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,010 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,024 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-25 14:44:36,039 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,054 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,068 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,083 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 14:44:36,098 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 14:44:36,114 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,128 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,144 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,159 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,172 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,185 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,200 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,215 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,229 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,244 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,259 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:36,274 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,289 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 14:44:36,304 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:36,319 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 14:44:36,334 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,347 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,360 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,373 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,386 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,399 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,414 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,428 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,441 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:36,454 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,469 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,481 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,495 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,510 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,525 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,540 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,555 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,568 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,583 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,598 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,611 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,627 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,643 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,658 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,672 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,687 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,703 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,718 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,733 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,746 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,761 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,776 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,791 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,806 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,818 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,833 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,848 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,863 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,878 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,893 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,908 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,923 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,933 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,948 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,960 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:36,974 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:36,990 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,005 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,019 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,032 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,045 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,058 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,074 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,088 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,103 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,118 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,131 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,146 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,162 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,175 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,190 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,206 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,219 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,234 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,246 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,262 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,277 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,292 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 14:44:37,306 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,319 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,332 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,346 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,360 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,374 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,387 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,399 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,414 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,428 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,443 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,455 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,470 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,488 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,503 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,519 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,534 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,542 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,558 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,570 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,583 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,598 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,614 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 14:44:37,628 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,644 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,660 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,675 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,691 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,704 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,719 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,736 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,751 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,766 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,781 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,798 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,811 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,825 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,840 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,855 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:37,868 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,881 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,897 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,912 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,927 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 14:44:37,943 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:37,958 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:37,973 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:37,989 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,002 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,017 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,030 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,045 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,061 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,076 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,091 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,104 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,119 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,134 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,149 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,164 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,179 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,194 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,209 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,221 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 14:44:38,236 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,249 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,264 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,278 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,293 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,308 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,324 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,338 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,348 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,363 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,376 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,391 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 14:44:38,406 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:38,422 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:38,437 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,448 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,458 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,475 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,490 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,505 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,519 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,534 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,549 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,563 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,578 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,593 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,607 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,622 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,635 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,650 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,664 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,679 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,692 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:38,706 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 14:44:38,721 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,736 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,752 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,765 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,779 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 14:44:38,794 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 14:44:38,811 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 14:44:55,849 semantic_segmentation INFO: Iters: 56010/150000 || Lr: 0.013132 || Task Loss: 0.6808 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:57:38 || Estimated Time: 1 day, 22:55:12
2023-07-25 14:45:12,854 semantic_segmentation INFO: Iters: 56020/150000 || Lr: 0.013131 || Task Loss: 0.6027 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:57:55 || Estimated Time: 1 day, 22:54:53
2023-07-25 14:45:30,010 semantic_segmentation INFO: Iters: 56030/150000 || Lr: 0.013129 || Task Loss: 0.4497 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:12 || Estimated Time: 1 day, 22:54:33
2023-07-25 14:45:47,329 semantic_segmentation INFO: Iters: 56040/150000 || Lr: 0.013128 || Task Loss: 0.6018 || KD Loss: 0.1698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:29 || Estimated Time: 1 day, 22:54:14
2023-07-25 14:46:04,850 semantic_segmentation INFO: Iters: 56050/150000 || Lr: 0.013127 || Task Loss: 0.4712 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:47 || Estimated Time: 1 day, 22:53:56
2023-07-25 14:46:22,029 semantic_segmentation INFO: Iters: 56060/150000 || Lr: 0.013126 || Task Loss: 0.6604 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:04 || Estimated Time: 1 day, 22:53:36
2023-07-25 14:46:39,237 semantic_segmentation INFO: Iters: 56070/150000 || Lr: 0.013124 || Task Loss: 0.6704 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:21 || Estimated Time: 1 day, 22:53:17
2023-07-25 14:46:56,440 semantic_segmentation INFO: Iters: 56080/150000 || Lr: 0.013123 || Task Loss: 0.5115 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:38 || Estimated Time: 1 day, 22:52:58
2023-07-25 14:47:13,660 semantic_segmentation INFO: Iters: 56090/150000 || Lr: 0.013122 || Task Loss: 0.6474 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:55 || Estimated Time: 1 day, 22:52:39
2023-07-25 14:47:30,863 semantic_segmentation INFO: Iters: 56100/150000 || Lr: 0.013121 || Task Loss: 0.4133 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:13 || Estimated Time: 1 day, 22:52:19
2023-07-25 14:47:48,302 semantic_segmentation INFO: Iters: 56110/150000 || Lr: 0.013119 || Task Loss: 0.7878 || KD Loss: 0.2663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:30 || Estimated Time: 1 day, 22:52:00
2023-07-25 14:48:05,842 semantic_segmentation INFO: Iters: 56120/150000 || Lr: 0.013118 || Task Loss: 0.5690 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:48 || Estimated Time: 1 day, 22:51:42
2023-07-25 14:48:22,953 semantic_segmentation INFO: Iters: 56130/150000 || Lr: 0.013117 || Task Loss: 0.6923 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:05 || Estimated Time: 1 day, 22:51:22
2023-07-25 14:48:40,146 semantic_segmentation INFO: Iters: 56140/150000 || Lr: 0.013115 || Task Loss: 0.5039 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:22 || Estimated Time: 1 day, 22:51:03
2023-07-25 14:48:57,282 semantic_segmentation INFO: Iters: 56150/150000 || Lr: 0.013114 || Task Loss: 0.4911 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:39 || Estimated Time: 1 day, 22:50:44
2023-07-25 14:49:14,775 semantic_segmentation INFO: Iters: 56160/150000 || Lr: 0.013113 || Task Loss: 0.6003 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:57 || Estimated Time: 1 day, 22:50:25
2023-07-25 14:49:31,900 semantic_segmentation INFO: Iters: 56170/150000 || Lr: 0.013112 || Task Loss: 0.6382 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:14 || Estimated Time: 1 day, 22:50:06
2023-07-25 14:49:49,106 semantic_segmentation INFO: Iters: 56180/150000 || Lr: 0.013110 || Task Loss: 0.6472 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:31 || Estimated Time: 1 day, 22:49:46
2023-07-25 14:50:06,371 semantic_segmentation INFO: Iters: 56190/150000 || Lr: 0.013109 || Task Loss: 0.6750 || KD Loss: 0.1949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:48 || Estimated Time: 1 day, 22:49:27
2023-07-25 14:50:24,086 semantic_segmentation INFO: Iters: 56200/150000 || Lr: 0.013108 || Task Loss: 0.6654 || KD Loss: 0.2867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:06 || Estimated Time: 1 day, 22:49:09
2023-07-25 14:50:41,120 semantic_segmentation INFO: Iters: 56210/150000 || Lr: 0.013107 || Task Loss: 0.4275 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:23 || Estimated Time: 1 day, 22:48:49
2023-07-25 14:50:58,296 semantic_segmentation INFO: Iters: 56220/150000 || Lr: 0.013105 || Task Loss: 0.5232 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:40 || Estimated Time: 1 day, 22:48:30
2023-07-25 14:51:15,523 semantic_segmentation INFO: Iters: 56230/150000 || Lr: 0.013104 || Task Loss: 0.5264 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:57 || Estimated Time: 1 day, 22:48:11
2023-07-25 14:51:32,799 semantic_segmentation INFO: Iters: 56240/150000 || Lr: 0.013103 || Task Loss: 0.5555 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:15 || Estimated Time: 1 day, 22:47:52
2023-07-25 14:51:49,977 semantic_segmentation INFO: Iters: 56250/150000 || Lr: 0.013102 || Task Loss: 0.5561 || KD Loss: 0.1543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:32 || Estimated Time: 1 day, 22:47:32
2023-07-25 14:52:07,203 semantic_segmentation INFO: Iters: 56260/150000 || Lr: 0.013100 || Task Loss: 0.5539 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:49 || Estimated Time: 1 day, 22:47:13
2023-07-25 14:52:24,333 semantic_segmentation INFO: Iters: 56270/150000 || Lr: 0.013099 || Task Loss: 0.6541 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:06 || Estimated Time: 1 day, 22:46:54
2023-07-25 14:52:41,561 semantic_segmentation INFO: Iters: 56280/150000 || Lr: 0.013098 || Task Loss: 0.8349 || KD Loss: 0.2628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:23 || Estimated Time: 1 day, 22:46:35
2023-07-25 14:52:58,720 semantic_segmentation INFO: Iters: 56290/150000 || Lr: 0.013097 || Task Loss: 0.6410 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:41 || Estimated Time: 1 day, 22:46:15
2023-07-25 14:53:16,151 semantic_segmentation INFO: Iters: 56300/150000 || Lr: 0.013095 || Task Loss: 0.6271 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:58 || Estimated Time: 1 day, 22:45:56
2023-07-25 14:53:33,214 semantic_segmentation INFO: Iters: 56310/150000 || Lr: 0.013094 || Task Loss: 0.4593 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:15 || Estimated Time: 1 day, 22:45:37
2023-07-25 14:53:50,375 semantic_segmentation INFO: Iters: 56320/150000 || Lr: 0.013093 || Task Loss: 0.5835 || KD Loss: 0.1782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:32 || Estimated Time: 1 day, 22:45:18
2023-07-25 14:54:07,911 semantic_segmentation INFO: Iters: 56330/150000 || Lr: 0.013092 || Task Loss: 1.0339 || KD Loss: 0.3093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:50 || Estimated Time: 1 day, 22:44:59
2023-07-25 14:54:24,943 semantic_segmentation INFO: Iters: 56340/150000 || Lr: 0.013090 || Task Loss: 0.5507 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:07 || Estimated Time: 1 day, 22:44:39
2023-07-25 14:54:42,522 semantic_segmentation INFO: Iters: 56350/150000 || Lr: 0.013089 || Task Loss: 0.7288 || KD Loss: 0.2553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:24 || Estimated Time: 1 day, 22:44:21
2023-07-25 14:54:59,734 semantic_segmentation INFO: Iters: 56360/150000 || Lr: 0.013088 || Task Loss: 0.6263 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:42 || Estimated Time: 1 day, 22:44:02
2023-07-25 14:55:16,955 semantic_segmentation INFO: Iters: 56370/150000 || Lr: 0.013087 || Task Loss: 0.5754 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:59 || Estimated Time: 1 day, 22:43:42
2023-07-25 14:55:34,155 semantic_segmentation INFO: Iters: 56380/150000 || Lr: 0.013085 || Task Loss: 0.5960 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:16 || Estimated Time: 1 day, 22:43:23
2023-07-25 14:55:51,370 semantic_segmentation INFO: Iters: 56390/150000 || Lr: 0.013084 || Task Loss: 0.7178 || KD Loss: 0.2234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:33 || Estimated Time: 1 day, 22:43:04
2023-07-25 14:56:08,867 semantic_segmentation INFO: Iters: 56400/150000 || Lr: 0.013083 || Task Loss: 0.7375 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:51 || Estimated Time: 1 day, 22:42:45
2023-07-25 14:56:26,071 semantic_segmentation INFO: Iters: 56410/150000 || Lr: 0.013082 || Task Loss: 0.5873 || KD Loss: 0.1875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:08 || Estimated Time: 1 day, 22:42:26
2023-07-25 14:56:43,289 semantic_segmentation INFO: Iters: 56420/150000 || Lr: 0.013080 || Task Loss: 0.6318 || KD Loss: 0.2244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:25 || Estimated Time: 1 day, 22:42:07
2023-07-25 14:57:00,570 semantic_segmentation INFO: Iters: 56430/150000 || Lr: 0.013079 || Task Loss: 0.6922 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:42 || Estimated Time: 1 day, 22:41:48
2023-07-25 14:57:17,672 semantic_segmentation INFO: Iters: 56440/150000 || Lr: 0.013078 || Task Loss: 0.6035 || KD Loss: 0.2598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:59 || Estimated Time: 1 day, 22:41:28
2023-07-25 14:57:34,970 semantic_segmentation INFO: Iters: 56450/150000 || Lr: 0.013076 || Task Loss: 0.7023 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:17 || Estimated Time: 1 day, 22:41:09
2023-07-25 14:57:52,176 semantic_segmentation INFO: Iters: 56460/150000 || Lr: 0.013075 || Task Loss: 0.5814 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:34 || Estimated Time: 1 day, 22:40:50
2023-07-25 14:58:09,393 semantic_segmentation INFO: Iters: 56470/150000 || Lr: 0.013074 || Task Loss: 0.5890 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:51 || Estimated Time: 1 day, 22:40:31
2023-07-25 14:58:26,598 semantic_segmentation INFO: Iters: 56480/150000 || Lr: 0.013073 || Task Loss: 0.8332 || KD Loss: 0.3712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:08 || Estimated Time: 1 day, 22:40:12
2023-07-25 14:58:43,890 semantic_segmentation INFO: Iters: 56490/150000 || Lr: 0.013071 || Task Loss: 0.5805 || KD Loss: 0.1450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:26 || Estimated Time: 1 day, 22:39:52
2023-07-25 14:59:01,007 semantic_segmentation INFO: Iters: 56500/150000 || Lr: 0.013070 || Task Loss: 0.4720 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:43 || Estimated Time: 1 day, 22:39:33
2023-07-25 14:59:18,395 semantic_segmentation INFO: Iters: 56510/150000 || Lr: 0.013069 || Task Loss: 0.4754 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:00 || Estimated Time: 1 day, 22:39:14
2023-07-25 14:59:35,689 semantic_segmentation INFO: Iters: 56520/150000 || Lr: 0.013068 || Task Loss: 0.5861 || KD Loss: 0.1764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:17 || Estimated Time: 1 day, 22:38:55
2023-07-25 14:59:52,900 semantic_segmentation INFO: Iters: 56530/150000 || Lr: 0.013066 || Task Loss: 0.5491 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2373|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:35 || Estimated Time: 1 day, 22:38:36
2023-07-25 15:00:10,121 semantic_segmentation INFO: Iters: 56540/150000 || Lr: 0.013065 || Task Loss: 0.4012 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:52 || Estimated Time: 1 day, 22:38:17
2023-07-25 15:00:27,410 semantic_segmentation INFO: Iters: 56550/150000 || Lr: 0.013064 || Task Loss: 0.5579 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:09 || Estimated Time: 1 day, 22:37:58
2023-07-25 15:00:44,532 semantic_segmentation INFO: Iters: 56560/150000 || Lr: 0.013063 || Task Loss: 0.4921 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:26 || Estimated Time: 1 day, 22:37:38
2023-07-25 15:01:01,753 semantic_segmentation INFO: Iters: 56570/150000 || Lr: 0.013061 || Task Loss: 0.5991 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:44 || Estimated Time: 1 day, 22:37:19
2023-07-25 15:01:18,893 semantic_segmentation INFO: Iters: 56580/150000 || Lr: 0.013060 || Task Loss: 0.5224 || KD Loss: 0.2098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:01 || Estimated Time: 1 day, 22:37:00
2023-07-25 15:01:36,538 semantic_segmentation INFO: Iters: 56590/150000 || Lr: 0.013059 || Task Loss: 0.6369 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:18 || Estimated Time: 1 day, 22:36:41
2023-07-25 15:01:53,659 semantic_segmentation INFO: Iters: 56600/150000 || Lr: 0.013058 || Task Loss: 0.5994 || KD Loss: 0.1781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:35 || Estimated Time: 1 day, 22:36:22
2023-07-25 15:02:10,929 semantic_segmentation INFO: Iters: 56610/150000 || Lr: 0.013056 || Task Loss: 0.5772 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:53 || Estimated Time: 1 day, 22:36:03
2023-07-25 15:02:28,135 semantic_segmentation INFO: Iters: 56620/150000 || Lr: 0.013055 || Task Loss: 0.3960 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:10 || Estimated Time: 1 day, 22:35:44
2023-07-25 15:02:45,322 semantic_segmentation INFO: Iters: 56630/150000 || Lr: 0.013054 || Task Loss: 0.3654 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:27 || Estimated Time: 1 day, 22:35:24
2023-07-25 15:03:02,551 semantic_segmentation INFO: Iters: 56640/150000 || Lr: 0.013053 || Task Loss: 0.4697 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:44 || Estimated Time: 1 day, 22:35:05
2023-07-25 15:03:19,669 semantic_segmentation INFO: Iters: 56650/150000 || Lr: 0.013051 || Task Loss: 0.6552 || KD Loss: 0.1853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:01 || Estimated Time: 1 day, 22:34:46
2023-07-25 15:03:36,955 semantic_segmentation INFO: Iters: 56660/150000 || Lr: 0.013050 || Task Loss: 0.7898 || KD Loss: 0.2242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:19 || Estimated Time: 1 day, 22:34:27
2023-07-25 15:03:54,257 semantic_segmentation INFO: Iters: 56670/150000 || Lr: 0.013049 || Task Loss: 0.4141 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:36 || Estimated Time: 1 day, 22:34:08
2023-07-25 15:04:11,472 semantic_segmentation INFO: Iters: 56680/150000 || Lr: 0.013048 || Task Loss: 0.5923 || KD Loss: 0.1992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:53 || Estimated Time: 1 day, 22:33:48
2023-07-25 15:04:28,753 semantic_segmentation INFO: Iters: 56690/150000 || Lr: 0.013046 || Task Loss: 0.5661 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:11 || Estimated Time: 1 day, 22:33:29
2023-07-25 15:04:45,891 semantic_segmentation INFO: Iters: 56700/150000 || Lr: 0.013045 || Task Loss: 0.6879 || KD Loss: 0.1867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:28 || Estimated Time: 1 day, 22:33:10
2023-07-25 15:05:03,100 semantic_segmentation INFO: Iters: 56710/150000 || Lr: 0.013044 || Task Loss: 0.5091 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:45 || Estimated Time: 1 day, 22:32:51
2023-07-25 15:05:20,291 semantic_segmentation INFO: Iters: 56720/150000 || Lr: 0.013043 || Task Loss: 0.5856 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:02 || Estimated Time: 1 day, 22:32:32
2023-07-25 15:05:37,443 semantic_segmentation INFO: Iters: 56730/150000 || Lr: 0.013041 || Task Loss: 0.4563 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:19 || Estimated Time: 1 day, 22:32:12
2023-07-25 15:05:54,571 semantic_segmentation INFO: Iters: 56740/150000 || Lr: 0.013040 || Task Loss: 0.5875 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:36 || Estimated Time: 1 day, 22:31:53
2023-07-25 15:06:11,764 semantic_segmentation INFO: Iters: 56750/150000 || Lr: 0.013039 || Task Loss: 0.7758 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:54 || Estimated Time: 1 day, 22:31:34
2023-07-25 15:06:28,979 semantic_segmentation INFO: Iters: 56760/150000 || Lr: 0.013037 || Task Loss: 0.5386 || KD Loss: 0.1984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:11 || Estimated Time: 1 day, 22:31:15
2023-07-25 15:06:46,105 semantic_segmentation INFO: Iters: 56770/150000 || Lr: 0.013036 || Task Loss: 0.7366 || KD Loss: 0.2719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:28 || Estimated Time: 1 day, 22:30:55
2023-07-25 15:07:03,277 semantic_segmentation INFO: Iters: 56780/150000 || Lr: 0.013035 || Task Loss: 0.6459 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:45 || Estimated Time: 1 day, 22:30:36
2023-07-25 15:07:20,456 semantic_segmentation INFO: Iters: 56790/150000 || Lr: 0.013034 || Task Loss: 0.3753 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:02 || Estimated Time: 1 day, 22:30:17
2023-07-25 15:07:37,705 semantic_segmentation INFO: Iters: 56800/150000 || Lr: 0.013032 || Task Loss: 0.5434 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:19 || Estimated Time: 1 day, 22:29:58
2023-07-25 15:07:37,829 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:07:38,224 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-25 15:07:38,239 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.132
2023-07-25 15:07:38,251 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.164
2023-07-25 15:07:38,265 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.161
2023-07-25 15:07:38,278 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.928, mIoU: 0.229
2023-07-25 15:07:38,290 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.885, mIoU: 0.230
2023-07-25 15:07:38,304 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.271
2023-07-25 15:07:38,318 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.905, mIoU: 0.277
2023-07-25 15:07:38,330 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.891, mIoU: 0.271
2023-07-25 15:07:38,344 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.889, mIoU: 0.312
2023-07-25 15:07:38,358 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.878, mIoU: 0.315
2023-07-25 15:07:38,372 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.340
2023-07-25 15:07:38,385 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.852, mIoU: 0.312
2023-07-25 15:07:38,399 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.856, mIoU: 0.291
2023-07-25 15:07:38,413 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.853, mIoU: 0.275
2023-07-25 15:07:38,425 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.858, mIoU: 0.274
2023-07-25 15:07:38,436 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.854, mIoU: 0.270
2023-07-25 15:07:38,448 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.851, mIoU: 0.266
2023-07-25 15:07:38,463 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.856, mIoU: 0.276
2023-07-25 15:07:38,478 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.862, mIoU: 0.315
2023-07-25 15:07:38,492 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.868, mIoU: 0.335
2023-07-25 15:07:38,507 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.871, mIoU: 0.347
2023-07-25 15:07:38,522 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.870, mIoU: 0.370
2023-07-25 15:07:38,537 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.867, mIoU: 0.364
2023-07-25 15:07:38,552 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.864, mIoU: 0.373
2023-07-25 15:07:38,565 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.863, mIoU: 0.375
2023-07-25 15:07:38,579 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.866, mIoU: 0.377
2023-07-25 15:07:38,590 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.869, mIoU: 0.377
2023-07-25 15:07:38,604 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.865, mIoU: 0.369
2023-07-25 15:07:38,618 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.870, mIoU: 0.369
2023-07-25 15:07:38,632 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.377
2023-07-25 15:07:38,646 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.877, mIoU: 0.377
2023-07-25 15:07:38,660 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.880, mIoU: 0.384
2023-07-25 15:07:38,674 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.880, mIoU: 0.381
2023-07-25 15:07:38,688 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.392
2023-07-25 15:07:38,702 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.880, mIoU: 0.392
2023-07-25 15:07:38,714 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.882, mIoU: 0.393
2023-07-25 15:07:38,726 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.885, mIoU: 0.416
2023-07-25 15:07:38,742 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.887, mIoU: 0.429
2023-07-25 15:07:38,754 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-25 15:07:38,767 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.888, mIoU: 0.454
2023-07-25 15:07:38,781 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.891, mIoU: 0.453
2023-07-25 15:07:38,794 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.886, mIoU: 0.448
2023-07-25 15:07:38,807 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.887, mIoU: 0.448
2023-07-25 15:07:38,821 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.887, mIoU: 0.450
2023-07-25 15:07:38,835 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.887, mIoU: 0.449
2023-07-25 15:07:38,848 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.889, mIoU: 0.456
2023-07-25 15:07:38,860 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.890, mIoU: 0.457
2023-07-25 15:07:38,874 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.891, mIoU: 0.456
2023-07-25 15:07:38,889 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.890, mIoU: 0.455
2023-07-25 15:07:38,904 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.890, mIoU: 0.454
2023-07-25 15:07:38,918 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.892, mIoU: 0.454
2023-07-25 15:07:38,930 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.894, mIoU: 0.454
2023-07-25 15:07:38,945 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.893, mIoU: 0.452
2023-07-25 15:07:38,960 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.895, mIoU: 0.457
2023-07-25 15:07:38,972 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.893, mIoU: 0.456
2023-07-25 15:07:38,988 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.894, mIoU: 0.455
2023-07-25 15:07:39,004 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.896, mIoU: 0.455
2023-07-25 15:07:39,016 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.897, mIoU: 0.455
2023-07-25 15:07:39,031 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.894, mIoU: 0.498
2023-07-25 15:07:39,044 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.893, mIoU: 0.491
2023-07-25 15:07:39,058 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.894, mIoU: 0.489
2023-07-25 15:07:39,071 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.896, mIoU: 0.487
2023-07-25 15:07:39,088 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.897, mIoU: 0.499
2023-07-25 15:07:39,102 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.898, mIoU: 0.512
2023-07-25 15:07:39,117 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.899, mIoU: 0.512
2023-07-25 15:07:39,132 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.900, mIoU: 0.512
2023-07-25 15:07:39,144 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.901, mIoU: 0.539
2023-07-25 15:07:39,159 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.902, mIoU: 0.540
2023-07-25 15:07:39,173 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.899, mIoU: 0.537
2023-07-25 15:07:39,188 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.899, mIoU: 0.561
2023-07-25 15:07:39,201 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.900, mIoU: 0.561
2023-07-25 15:07:39,217 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-25 15:07:39,233 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.899, mIoU: 0.547
2023-07-25 15:07:39,248 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-25 15:07:39,265 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.550
2023-07-25 15:07:39,281 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-25 15:07:39,290 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-25 15:07:39,307 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-25 15:07:39,323 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-25 15:07:39,337 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 15:07:39,353 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-25 15:07:39,369 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-25 15:07:39,384 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 15:07:39,401 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 15:07:39,416 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.890, mIoU: 0.529
2023-07-25 15:07:39,432 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.891, mIoU: 0.528
2023-07-25 15:07:39,447 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.890, mIoU: 0.529
2023-07-25 15:07:39,462 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 15:07:39,476 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 15:07:39,491 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 15:07:39,508 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 15:07:39,523 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 15:07:39,538 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-25 15:07:39,553 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-25 15:07:39,569 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-25 15:07:39,582 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 15:07:39,595 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:07:39,611 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:07:39,624 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.891, mIoU: 0.558
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2023-07-25 15:07:45,558 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.887, mIoU: 0.538
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2023-07-25 15:07:45,637 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 15:07:45,664 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 15:07:45,679 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 15:07:45,695 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 15:07:45,709 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.887, mIoU: 0.539
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2023-07-25 15:07:45,740 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 15:07:45,772 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:45,786 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 15:07:45,816 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:45,831 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 15:07:45,877 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 15:07:45,892 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 15:07:45,907 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 15:07:45,921 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 15:07:45,936 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:45,949 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 15:07:45,965 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 15:07:45,991 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 15:07:46,035 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-25 15:07:46,074 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-25 15:07:46,105 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:07:46,120 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:07:46,135 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:46,150 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:07:46,164 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:46,178 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:46,193 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:46,209 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:46,224 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:46,237 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 15:07:46,251 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,266 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,281 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,297 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,310 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 15:07:46,325 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 15:07:46,342 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 15:07:46,359 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 15:07:46,391 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 15:07:46,469 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 15:07:46,498 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:46,514 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:46,529 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 15:07:46,557 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:46,572 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 15:07:46,588 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.886, mIoU: 0.542
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2023-07-25 15:07:46,617 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,630 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,646 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,662 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:46,677 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:46,691 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:46,703 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 15:07:46,865 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:46,880 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 15:07:46,926 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:46,939 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.886, mIoU: 0.542
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2023-07-25 15:07:46,969 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.886, mIoU: 0.542
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2023-07-25 15:07:46,999 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:47,015 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 15:07:47,027 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 15:07:47,042 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 15:07:47,057 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,073 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,086 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,101 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,116 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,131 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,146 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,162 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,177 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,192 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,209 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,224 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,237 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 15:07:47,252 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 15:07:47,267 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,283 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,296 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,312 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,325 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,341 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 15:07:47,356 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,372 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,387 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,403 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 15:07:47,418 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 15:07:47,432 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 15:07:47,447 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:47,462 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:47,477 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:47,495 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:47,510 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:47,526 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:47,536 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:47,549 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,564 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,577 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,592 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,605 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,620 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,635 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,652 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,667 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 15:07:47,683 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,696 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,711 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,724 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,740 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,755 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,771 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,786 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:47,801 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 15:07:47,816 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,829 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,844 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:47,860 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:47,873 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:47,886 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:07:47,900 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-25 15:07:48,489 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,503 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 15:07:48,519 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,533 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,550 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,566 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,581 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:48,597 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:48,610 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:48,624 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:48,637 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,653 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,670 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,683 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,697 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:48,712 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,726 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,743 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,758 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,773 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,786 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,801 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,814 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,829 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,844 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:48,858 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,875 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,888 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,903 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,919 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,932 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:48,945 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:48,960 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:48,976 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:48,991 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,006 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,018 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,032 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,046 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,060 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,075 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:49,093 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:49,107 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:49,122 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,137 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,152 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,167 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:49,181 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:49,194 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,209 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,225 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,238 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,253 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,270 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,283 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,297 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,312 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,327 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,344 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,358 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,372 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,384 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,401 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,413 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,426 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,441 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,456 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,469 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,484 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,500 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:49,515 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,531 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,544 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,556 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,570 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,583 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,596 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,609 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,624 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:49,638 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,651 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:49,665 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,682 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:49,697 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,713 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,726 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,740 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,755 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,770 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,785 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,801 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,814 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:49,827 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,838 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:49,854 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,870 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,884 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,899 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:49,910 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,923 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,938 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:49,953 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,966 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,981 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:49,994 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:50,009 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,023 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:50,038 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:50,051 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:50,067 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:50,082 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:50,095 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:50,111 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:50,127 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,143 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,158 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,173 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,188 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,203 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,217 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,232 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,247 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,261 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,274 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,287 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,305 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:50,318 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:50,335 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,350 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,362 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,376 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,393 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,408 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,421 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,436 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,450 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,463 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,477 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,493 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,508 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:50,521 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,532 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:50,549 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:50,564 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:50,579 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:50,592 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:50,606 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:50,621 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:50,636 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:50,651 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,664 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,679 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,693 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,709 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:50,723 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:50,737 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:50,753 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,766 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,782 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:50,798 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,813 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,828 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,843 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,858 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,872 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,888 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,902 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,919 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,934 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,943 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,957 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,970 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:50,985 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,000 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,016 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,030 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,045 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,060 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,074 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,091 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,107 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:51,120 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,136 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,153 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,168 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,181 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,196 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,211 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:51,226 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,240 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,255 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,271 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,285 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,299 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,316 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,329 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,344 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,358 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,373 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,388 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,404 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:07:51,420 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:07:51,435 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:51,451 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:51,465 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:51,478 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:51,494 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,507 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,520 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:51,536 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:51,551 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,566 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:51,583 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:51,596 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,609 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,625 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,640 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,653 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,667 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,681 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,696 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,710 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,727 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,743 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,757 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,767 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,783 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:51,798 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,811 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,826 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,841 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,857 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,871 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,886 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:51,901 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 15:07:51,917 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 15:07:51,932 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:51,947 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:51,963 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:51,979 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:51,993 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:52,008 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 15:07:52,023 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:52,037 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 15:07:52,050 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 15:07:52,065 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:52,080 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:52,095 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:52,103 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:52,117 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:52,131 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:52,144 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 15:07:52,156 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,172 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,187 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,202 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,215 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,228 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,244 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,255 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,271 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,284 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,299 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,315 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,331 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,347 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,359 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,373 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,389 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,405 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,420 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,435 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,450 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,461 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,472 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:07:52,486 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,497 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,512 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:52,526 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:52,541 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:52,557 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:52,573 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,588 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,603 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,618 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,633 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,648 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,663 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,677 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,692 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,707 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,720 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,733 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:52,749 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,762 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,778 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,791 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,807 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,822 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:52,840 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,856 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:52,870 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 15:07:52,885 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 15:07:52,901 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 15:07:52,916 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 15:07:52,931 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 15:07:52,944 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:52,958 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:52,973 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:52,989 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:53,005 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,020 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,035 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 15:07:53,051 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 15:07:53,066 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:53,081 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,094 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,110 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:53,121 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 15:07:53,134 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,150 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 15:07:53,162 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:07:53,178 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 15:07:53,193 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,209 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,226 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,242 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,258 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,273 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:53,286 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:53,302 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,315 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,331 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,347 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,360 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,375 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,388 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,403 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,418 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,433 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,448 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,464 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,477 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,490 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,506 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:53,518 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,532 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 15:07:53,548 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,563 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:53,579 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 15:07:53,592 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:53,605 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:53,621 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,638 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,654 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,667 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,681 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,696 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,711 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,727 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 15:07:53,743 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,758 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,774 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,789 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,804 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,820 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,835 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:53,850 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,865 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,878 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,893 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,908 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 15:07:53,924 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:53,937 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 15:07:53,952 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,967 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,984 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:53,997 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,013 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,028 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,043 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,059 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,075 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,091 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,104 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,119 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,136 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:54,149 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:54,164 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:54,177 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:54,187 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,202 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,217 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,231 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,246 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:07:54,261 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:07:54,274 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,287 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,304 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,319 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,334 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,351 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,366 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,383 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:54,398 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,411 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,427 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,443 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,458 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,471 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,484 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,499 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,514 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,529 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,545 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,558 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,574 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,588 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,602 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,617 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,633 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,649 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:54,665 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,678 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,693 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,709 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:54,724 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,739 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,753 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.888, mIoU: 0.547
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2023-07-25 15:07:54,782 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,796 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.888, mIoU: 0.547
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2023-07-25 15:07:54,823 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,839 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:07:54,854 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:07:54,869 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:07:54,879 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:07:54,892 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:54,908 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:54,924 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:54,936 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.889, mIoU: 0.547
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2023-07-25 15:07:54,983 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.889, mIoU: 0.547
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2023-07-25 15:07:55,012 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.889, mIoU: 0.547
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2023-07-25 15:07:55,040 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,056 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,069 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:07:55,083 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.889, mIoU: 0.546
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2023-07-25 15:07:55,113 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,129 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,144 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,157 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 15:07:55,172 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:55,187 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:55,200 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:55,214 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:07:55,229 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:55,244 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:55,259 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,272 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,284 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:55,299 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:55,315 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,329 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,342 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.889, mIoU: 0.549
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2023-07-25 15:07:55,445 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,460 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:07:55,473 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:07:55,488 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,502 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,516 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,531 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,547 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,562 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,578 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,593 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,608 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,622 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,636 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,649 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,664 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,680 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,695 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,709 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,723 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,735 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:55,750 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,765 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,780 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,793 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,809 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,826 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,842 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,853 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,869 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,885 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,896 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,911 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,927 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,942 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,955 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:55,969 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,984 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:55,998 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,013 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:56,026 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,042 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,054 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,068 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,083 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,098 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,113 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,127 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,144 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,157 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,172 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,186 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,201 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,215 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,229 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,242 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,259 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,274 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,290 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,303 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,316 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,331 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,347 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,360 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,374 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,389 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,405 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,420 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,436 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,451 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,467 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,481 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,497 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,512 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,525 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,540 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.887, mIoU: 0.547
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2023-07-25 15:07:56,571 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,586 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,601 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 15:07:56,616 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:56,630 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:56,644 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:56,659 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:07:56,674 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,690 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,704 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:56,719 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,735 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,748 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,761 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,775 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,791 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,804 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,819 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,835 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,852 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,867 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,883 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,899 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,915 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,928 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,943 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,956 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,970 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:56,984 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:57,000 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:57,015 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:57,028 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:07:57,041 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,055 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,067 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,080 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,095 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,111 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,126 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,140 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,153 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,168 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:07:57,182 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,195 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,211 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,227 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,243 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,256 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,273 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,288 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,303 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,318 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,331 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,347 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,362 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,377 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:57,393 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,406 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,421 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,436 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,451 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,465 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,480 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,495 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,511 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,521 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,534 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,547 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:57,560 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.887, mIoU: 0.550
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2023-07-25 15:07:57,591 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:57,605 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:57,618 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,631 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,646 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,661 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,676 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,691 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,707 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,721 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,737 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,753 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,766 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,781 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,797 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,810 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,825 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,837 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,854 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,868 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,883 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,899 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,912 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,924 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,939 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:57,953 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,967 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,981 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:57,994 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,008 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,024 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,038 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,052 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,069 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,086 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,102 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,119 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,135 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 15:07:58,143 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 15:07:58,160 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 15:07:58,173 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 15:07:58,186 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,202 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,218 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:07:58,233 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,248 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,263 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.887, mIoU: 0.551
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2023-07-25 15:07:58,320 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,336 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,351 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,366 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,380 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,397 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,410 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,424 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,438 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,455 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,469 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,482 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,498 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,514 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:07:58,530 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:07:58,545 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,560 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:58,577 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:58,592 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:58,605 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,620 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,634 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,649 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,664 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.887, mIoU: 0.549
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2023-07-25 15:07:58,695 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,708 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,723 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,738 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,753 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,768 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,783 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,798 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,815 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,828 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,842 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,856 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,871 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,887 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,902 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,917 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,933 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:07:58,947 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,957 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,972 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:58,985 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,000 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,015 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,030 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,046 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,058 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,068 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,085 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,100 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,115 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:07:59,129 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,144 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,159 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,173 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,188 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,203 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,216 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,231 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,244 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,259 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,273 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,288 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,301 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,316 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,331 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:07:59,346 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:59,361 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:59,374 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:59,388 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:59,404 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:07:59,421 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:08:16,742 semantic_segmentation INFO: Iters: 56810/150000 || Lr: 0.013031 || Task Loss: 0.5262 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:59 || Estimated Time: 1 day, 22:30:14
2023-07-25 15:08:33,824 semantic_segmentation INFO: Iters: 56820/150000 || Lr: 0.013030 || Task Loss: 0.6195 || KD Loss: 0.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:16 || Estimated Time: 1 day, 22:29:55
2023-07-25 15:08:50,843 semantic_segmentation INFO: Iters: 56830/150000 || Lr: 0.013029 || Task Loss: 0.5485 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:33 || Estimated Time: 1 day, 22:29:35
2023-07-25 15:09:08,126 semantic_segmentation INFO: Iters: 56840/150000 || Lr: 0.013027 || Task Loss: 0.5535 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:50 || Estimated Time: 1 day, 22:29:16
2023-07-25 15:09:25,830 semantic_segmentation INFO: Iters: 56850/150000 || Lr: 0.013026 || Task Loss: 0.8239 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:08 || Estimated Time: 1 day, 22:28:58
2023-07-25 15:09:43,449 semantic_segmentation INFO: Iters: 56860/150000 || Lr: 0.013025 || Task Loss: 0.8657 || KD Loss: 0.2564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:25 || Estimated Time: 1 day, 22:28:39
2023-07-25 15:10:00,463 semantic_segmentation INFO: Iters: 56870/150000 || Lr: 0.013024 || Task Loss: 0.4857 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:42 || Estimated Time: 1 day, 22:28:20
2023-07-25 15:10:17,666 semantic_segmentation INFO: Iters: 56880/150000 || Lr: 0.013022 || Task Loss: 0.5338 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:59 || Estimated Time: 1 day, 22:28:01
2023-07-25 15:10:35,135 semantic_segmentation INFO: Iters: 56890/150000 || Lr: 0.013021 || Task Loss: 0.7385 || KD Loss: 0.2472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:17 || Estimated Time: 1 day, 22:27:42
2023-07-25 15:10:52,442 semantic_segmentation INFO: Iters: 56900/150000 || Lr: 0.013020 || Task Loss: 0.5548 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:34 || Estimated Time: 1 day, 22:27:23
2023-07-25 15:11:09,609 semantic_segmentation INFO: Iters: 56910/150000 || Lr: 0.013019 || Task Loss: 0.3982 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:51 || Estimated Time: 1 day, 22:27:03
2023-07-25 15:11:26,840 semantic_segmentation INFO: Iters: 56920/150000 || Lr: 0.013017 || Task Loss: 0.5204 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:09 || Estimated Time: 1 day, 22:26:44
2023-07-25 15:11:43,870 semantic_segmentation INFO: Iters: 56930/150000 || Lr: 0.013016 || Task Loss: 0.5753 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:26 || Estimated Time: 1 day, 22:26:25
2023-07-25 15:12:01,155 semantic_segmentation INFO: Iters: 56940/150000 || Lr: 0.013015 || Task Loss: 0.5443 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:43 || Estimated Time: 1 day, 22:26:06
2023-07-25 15:12:18,366 semantic_segmentation INFO: Iters: 56950/150000 || Lr: 0.013014 || Task Loss: 0.6327 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:00 || Estimated Time: 1 day, 22:25:47
2023-07-25 15:12:35,667 semantic_segmentation INFO: Iters: 56960/150000 || Lr: 0.013012 || Task Loss: 0.5921 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:17 || Estimated Time: 1 day, 22:25:27
2023-07-25 15:12:52,841 semantic_segmentation INFO: Iters: 56970/150000 || Lr: 0.013011 || Task Loss: 0.8021 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:35 || Estimated Time: 1 day, 22:25:08
2023-07-25 15:13:10,030 semantic_segmentation INFO: Iters: 56980/150000 || Lr: 0.013010 || Task Loss: 0.5644 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:52 || Estimated Time: 1 day, 22:24:49
2023-07-25 15:13:27,256 semantic_segmentation INFO: Iters: 56990/150000 || Lr: 0.013009 || Task Loss: 0.6585 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:26:09 || Estimated Time: 1 day, 22:24:30
2023-07-25 15:13:44,395 semantic_segmentation INFO: Iters: 57000/150000 || Lr: 0.013007 || Task Loss: 0.6469 || KD Loss: 0.1715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:26:26 || Estimated Time: 1 day, 22:24:11
2023-07-25 15:14:01,697 semantic_segmentation INFO: Iters: 57010/150000 || Lr: 0.013006 || Task Loss: 0.6142 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:26:43 || Estimated Time: 1 day, 22:23:51
2023-07-25 15:14:18,898 semantic_segmentation INFO: Iters: 57020/150000 || Lr: 0.013005 || Task Loss: 0.8189 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:01 || Estimated Time: 1 day, 22:23:32
2023-07-25 15:14:36,219 semantic_segmentation INFO: Iters: 57030/150000 || Lr: 0.013004 || Task Loss: 0.5237 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:18 || Estimated Time: 1 day, 22:23:13
2023-07-25 15:14:53,495 semantic_segmentation INFO: Iters: 57040/150000 || Lr: 0.013002 || Task Loss: 0.5819 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:35 || Estimated Time: 1 day, 22:22:54
2023-07-25 15:15:10,719 semantic_segmentation INFO: Iters: 57050/150000 || Lr: 0.013001 || Task Loss: 0.8713 || KD Loss: 0.2185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:53 || Estimated Time: 1 day, 22:22:35
2023-07-25 15:15:27,893 semantic_segmentation INFO: Iters: 57060/150000 || Lr: 0.013000 || Task Loss: 0.6524 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:10 || Estimated Time: 1 day, 22:22:16
2023-07-25 15:15:45,006 semantic_segmentation INFO: Iters: 57070/150000 || Lr: 0.012998 || Task Loss: 0.3537 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:27 || Estimated Time: 1 day, 22:21:56
2023-07-25 15:16:02,124 semantic_segmentation INFO: Iters: 57080/150000 || Lr: 0.012997 || Task Loss: 0.8194 || KD Loss: 0.2225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:44 || Estimated Time: 1 day, 22:21:37
2023-07-25 15:16:19,361 semantic_segmentation INFO: Iters: 57090/150000 || Lr: 0.012996 || Task Loss: 0.6010 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:01 || Estimated Time: 1 day, 22:21:18
2023-07-25 15:16:36,591 semantic_segmentation INFO: Iters: 57100/150000 || Lr: 0.012995 || Task Loss: 0.4025 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:18 || Estimated Time: 1 day, 22:20:59
2023-07-25 15:16:53,742 semantic_segmentation INFO: Iters: 57110/150000 || Lr: 0.012993 || Task Loss: 0.4775 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:36 || Estimated Time: 1 day, 22:20:40
2023-07-25 15:17:11,144 semantic_segmentation INFO: Iters: 57120/150000 || Lr: 0.012992 || Task Loss: 0.6780 || KD Loss: 0.1974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:53 || Estimated Time: 1 day, 22:20:21
2023-07-25 15:17:28,616 semantic_segmentation INFO: Iters: 57130/150000 || Lr: 0.012991 || Task Loss: 0.4329 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:10 || Estimated Time: 1 day, 22:20:02
2023-07-25 15:17:45,709 semantic_segmentation INFO: Iters: 57140/150000 || Lr: 0.012990 || Task Loss: 0.5399 || KD Loss: 0.1841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:27 || Estimated Time: 1 day, 22:19:43
2023-07-25 15:18:02,844 semantic_segmentation INFO: Iters: 57150/150000 || Lr: 0.012988 || Task Loss: 0.6978 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:45 || Estimated Time: 1 day, 22:19:23
2023-07-25 15:18:20,166 semantic_segmentation INFO: Iters: 57160/150000 || Lr: 0.012987 || Task Loss: 0.4477 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:02 || Estimated Time: 1 day, 22:19:04
2023-07-25 15:18:37,329 semantic_segmentation INFO: Iters: 57170/150000 || Lr: 0.012986 || Task Loss: 0.6261 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:19 || Estimated Time: 1 day, 22:18:45
2023-07-25 15:18:54,668 semantic_segmentation INFO: Iters: 57180/150000 || Lr: 0.012985 || Task Loss: 0.7990 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:36 || Estimated Time: 1 day, 22:18:26
2023-07-25 15:19:11,887 semantic_segmentation INFO: Iters: 57190/150000 || Lr: 0.012983 || Task Loss: 0.8017 || KD Loss: 0.2499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:54 || Estimated Time: 1 day, 22:18:07
2023-07-25 15:19:29,605 semantic_segmentation INFO: Iters: 57200/150000 || Lr: 0.012982 || Task Loss: 0.5748 || KD Loss: 0.1467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:11 || Estimated Time: 1 day, 22:17:49
2023-07-25 15:19:46,791 semantic_segmentation INFO: Iters: 57210/150000 || Lr: 0.012981 || Task Loss: 0.4359 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:29 || Estimated Time: 1 day, 22:17:29
2023-07-25 15:20:03,894 semantic_segmentation INFO: Iters: 57220/150000 || Lr: 0.012980 || Task Loss: 0.5956 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:46 || Estimated Time: 1 day, 22:17:10
2023-07-25 15:20:21,280 semantic_segmentation INFO: Iters: 57230/150000 || Lr: 0.012978 || Task Loss: 0.4462 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:03 || Estimated Time: 1 day, 22:16:51
2023-07-25 15:20:38,585 semantic_segmentation INFO: Iters: 57240/150000 || Lr: 0.012977 || Task Loss: 0.4503 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:20 || Estimated Time: 1 day, 22:16:32
2023-07-25 15:20:55,727 semantic_segmentation INFO: Iters: 57250/150000 || Lr: 0.012976 || Task Loss: 0.7350 || KD Loss: 0.2596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:38 || Estimated Time: 1 day, 22:16:13
2023-07-25 15:21:13,095 semantic_segmentation INFO: Iters: 57260/150000 || Lr: 0.012975 || Task Loss: 0.4658 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:55 || Estimated Time: 1 day, 22:15:54
2023-07-25 15:21:30,238 semantic_segmentation INFO: Iters: 57270/150000 || Lr: 0.012973 || Task Loss: 1.1565 || KD Loss: 0.4798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:12 || Estimated Time: 1 day, 22:15:35
2023-07-25 15:21:47,507 semantic_segmentation INFO: Iters: 57280/150000 || Lr: 0.012972 || Task Loss: 0.5224 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:29 || Estimated Time: 1 day, 22:15:15
2023-07-25 15:22:04,710 semantic_segmentation INFO: Iters: 57290/150000 || Lr: 0.012971 || Task Loss: 0.5957 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:46 || Estimated Time: 1 day, 22:14:56
2023-07-25 15:22:21,963 semantic_segmentation INFO: Iters: 57300/150000 || Lr: 0.012970 || Task Loss: 0.5491 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:04 || Estimated Time: 1 day, 22:14:37
2023-07-25 15:22:39,621 semantic_segmentation INFO: Iters: 57310/150000 || Lr: 0.012968 || Task Loss: 0.5306 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:21 || Estimated Time: 1 day, 22:14:19
2023-07-25 15:22:56,608 semantic_segmentation INFO: Iters: 57320/150000 || Lr: 0.012967 || Task Loss: 0.5385 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:38 || Estimated Time: 1 day, 22:13:59
2023-07-25 15:23:14,233 semantic_segmentation INFO: Iters: 57330/150000 || Lr: 0.012966 || Task Loss: 0.5842 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:56 || Estimated Time: 1 day, 22:13:41
2023-07-25 15:23:31,284 semantic_segmentation INFO: Iters: 57340/150000 || Lr: 0.012964 || Task Loss: 0.7902 || KD Loss: 0.1957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:13 || Estimated Time: 1 day, 22:13:21
2023-07-25 15:23:48,491 semantic_segmentation INFO: Iters: 57350/150000 || Lr: 0.012963 || Task Loss: 0.5617 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:30 || Estimated Time: 1 day, 22:13:02
2023-07-25 15:24:05,853 semantic_segmentation INFO: Iters: 57360/150000 || Lr: 0.012962 || Task Loss: 0.8153 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2441|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:48 || Estimated Time: 1 day, 22:12:43
2023-07-25 15:24:23,030 semantic_segmentation INFO: Iters: 57370/150000 || Lr: 0.012961 || Task Loss: 0.7659 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:05 || Estimated Time: 1 day, 22:12:24
2023-07-25 15:24:40,071 semantic_segmentation INFO: Iters: 57380/150000 || Lr: 0.012959 || Task Loss: 0.5614 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:22 || Estimated Time: 1 day, 22:12:05
2023-07-25 15:24:57,286 semantic_segmentation INFO: Iters: 57390/150000 || Lr: 0.012958 || Task Loss: 0.5218 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:39 || Estimated Time: 1 day, 22:11:45
2023-07-25 15:25:14,498 semantic_segmentation INFO: Iters: 57400/150000 || Lr: 0.012957 || Task Loss: 0.4887 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:56 || Estimated Time: 1 day, 22:11:26
2023-07-25 15:25:31,695 semantic_segmentation INFO: Iters: 57410/150000 || Lr: 0.012956 || Task Loss: 0.7925 || KD Loss: 0.2455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:13 || Estimated Time: 1 day, 22:11:07
2023-07-25 15:25:49,115 semantic_segmentation INFO: Iters: 57420/150000 || Lr: 0.012954 || Task Loss: 0.7977 || KD Loss: 0.2897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:31 || Estimated Time: 1 day, 22:10:48
2023-07-25 15:26:06,383 semantic_segmentation INFO: Iters: 57430/150000 || Lr: 0.012953 || Task Loss: 0.8802 || KD Loss: 0.3496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:48 || Estimated Time: 1 day, 22:10:29
2023-07-25 15:26:23,589 semantic_segmentation INFO: Iters: 57440/150000 || Lr: 0.012952 || Task Loss: 0.4700 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:05 || Estimated Time: 1 day, 22:10:10
2023-07-25 15:26:41,019 semantic_segmentation INFO: Iters: 57450/150000 || Lr: 0.012951 || Task Loss: 1.2031 || KD Loss: 0.5013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:23 || Estimated Time: 1 day, 22:09:51
2023-07-25 15:26:58,321 semantic_segmentation INFO: Iters: 57460/150000 || Lr: 0.012949 || Task Loss: 0.7587 || KD Loss: 0.2305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:40 || Estimated Time: 1 day, 22:09:32
2023-07-25 15:27:15,544 semantic_segmentation INFO: Iters: 57470/150000 || Lr: 0.012948 || Task Loss: 0.4576 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:57 || Estimated Time: 1 day, 22:09:13
2023-07-25 15:27:32,747 semantic_segmentation INFO: Iters: 57480/150000 || Lr: 0.012947 || Task Loss: 0.4554 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:15 || Estimated Time: 1 day, 22:08:54
2023-07-25 15:27:49,974 semantic_segmentation INFO: Iters: 57490/150000 || Lr: 0.012946 || Task Loss: 0.6536 || KD Loss: 0.2285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:32 || Estimated Time: 1 day, 22:08:35
2023-07-25 15:28:07,238 semantic_segmentation INFO: Iters: 57500/150000 || Lr: 0.012944 || Task Loss: 0.5716 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:49 || Estimated Time: 1 day, 22:08:16
2023-07-25 15:28:24,462 semantic_segmentation INFO: Iters: 57510/150000 || Lr: 0.012943 || Task Loss: 0.6251 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:06 || Estimated Time: 1 day, 22:07:57
2023-07-25 15:28:41,716 semantic_segmentation INFO: Iters: 57520/150000 || Lr: 0.012942 || Task Loss: 0.6903 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:23 || Estimated Time: 1 day, 22:07:37
2023-07-25 15:28:58,919 semantic_segmentation INFO: Iters: 57530/150000 || Lr: 0.012941 || Task Loss: 0.6591 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2428|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:41 || Estimated Time: 1 day, 22:07:18
2023-07-25 15:29:16,126 semantic_segmentation INFO: Iters: 57540/150000 || Lr: 0.012939 || Task Loss: 0.6635 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:58 || Estimated Time: 1 day, 22:06:59
2023-07-25 15:29:33,264 semantic_segmentation INFO: Iters: 57550/150000 || Lr: 0.012938 || Task Loss: 0.6004 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:15 || Estimated Time: 1 day, 22:06:40
2023-07-25 15:29:50,475 semantic_segmentation INFO: Iters: 57560/150000 || Lr: 0.012937 || Task Loss: 0.5867 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:32 || Estimated Time: 1 day, 22:06:21
2023-07-25 15:30:07,667 semantic_segmentation INFO: Iters: 57570/150000 || Lr: 0.012936 || Task Loss: 0.6501 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:49 || Estimated Time: 1 day, 22:06:02
2023-07-25 15:30:25,186 semantic_segmentation INFO: Iters: 57580/150000 || Lr: 0.012934 || Task Loss: 0.5368 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:07 || Estimated Time: 1 day, 22:05:43
2023-07-25 15:30:42,403 semantic_segmentation INFO: Iters: 57590/150000 || Lr: 0.012933 || Task Loss: 0.5875 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:24 || Estimated Time: 1 day, 22:05:24
2023-07-25 15:30:59,607 semantic_segmentation INFO: Iters: 57600/150000 || Lr: 0.012932 || Task Loss: 0.5980 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:41 || Estimated Time: 1 day, 22:05:05
2023-07-25 15:30:59,731 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:31:00,135 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 15:31:00,147 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.129
2023-07-25 15:31:00,163 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.161
2023-07-25 15:31:00,177 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.932, mIoU: 0.154
2023-07-25 15:31:00,190 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.910, mIoU: 0.218
2023-07-25 15:31:00,201 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.918, mIoU: 0.261
2023-07-25 15:31:00,215 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.924, mIoU: 0.301
2023-07-25 15:31:00,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.930, mIoU: 0.307
2023-07-25 15:31:00,241 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.916, mIoU: 0.305
2023-07-25 15:31:00,255 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.908, mIoU: 0.344
2023-07-25 15:31:00,269 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.894, mIoU: 0.347
2023-07-25 15:31:00,284 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.903, mIoU: 0.393
2023-07-25 15:31:00,297 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.867, mIoU: 0.331
2023-07-25 15:31:00,312 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.865, mIoU: 0.308
2023-07-25 15:31:00,326 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.867, mIoU: 0.295
2023-07-25 15:31:00,339 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.862, mIoU: 0.290
2023-07-25 15:31:00,349 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.855, mIoU: 0.274
2023-07-25 15:31:00,362 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.857, mIoU: 0.275
2023-07-25 15:31:00,376 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.860, mIoU: 0.275
2023-07-25 15:31:00,393 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.865, mIoU: 0.316
2023-07-25 15:31:00,407 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.872, mIoU: 0.324
2023-07-25 15:31:00,422 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.874, mIoU: 0.333
2023-07-25 15:31:00,437 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.872, mIoU: 0.347
2023-07-25 15:31:00,453 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.876, mIoU: 0.365
2023-07-25 15:31:00,468 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.878, mIoU: 0.370
2023-07-25 15:31:00,482 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-25 15:31:00,498 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-25 15:31:00,509 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.878, mIoU: 0.372
2023-07-25 15:31:00,525 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.874, mIoU: 0.365
2023-07-25 15:31:00,540 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.878, mIoU: 0.366
2023-07-25 15:31:00,554 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.882, mIoU: 0.369
2023-07-25 15:31:00,570 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.885, mIoU: 0.369
2023-07-25 15:31:00,585 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.887, mIoU: 0.378
2023-07-25 15:31:00,600 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.888, mIoU: 0.376
2023-07-25 15:31:00,615 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.890, mIoU: 0.404
2023-07-25 15:31:00,630 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.892, mIoU: 0.404
2023-07-25 15:31:00,643 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.893, mIoU: 0.406
2023-07-25 15:31:00,655 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.896, mIoU: 0.447
2023-07-25 15:31:00,672 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.891, mIoU: 0.437
2023-07-25 15:31:00,686 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.891, mIoU: 0.438
2023-07-25 15:31:00,699 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.886, mIoU: 0.452
2023-07-25 15:31:00,715 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-25 15:31:00,730 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.883, mIoU: 0.449
2023-07-25 15:31:00,744 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.883, mIoU: 0.449
2023-07-25 15:31:00,759 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.884, mIoU: 0.452
2023-07-25 15:31:00,775 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.885, mIoU: 0.457
2023-07-25 15:31:00,788 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.887, mIoU: 0.464
2023-07-25 15:31:00,801 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.465
2023-07-25 15:31:00,816 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.887, mIoU: 0.465
2023-07-25 15:31:00,833 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.886, mIoU: 0.462
2023-07-25 15:31:00,849 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.888, mIoU: 0.463
2023-07-25 15:31:00,864 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.890, mIoU: 0.463
2023-07-25 15:31:00,878 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.891, mIoU: 0.461
2023-07-25 15:31:00,894 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.890, mIoU: 0.459
2023-07-25 15:31:00,909 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.892, mIoU: 0.464
2023-07-25 15:31:00,923 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.890, mIoU: 0.460
2023-07-25 15:31:00,939 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.890, mIoU: 0.459
2023-07-25 15:31:00,956 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.892, mIoU: 0.459
2023-07-25 15:31:00,969 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.461
2023-07-25 15:31:00,984 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.888, mIoU: 0.496
2023-07-25 15:31:00,998 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.888, mIoU: 0.494
2023-07-25 15:31:01,013 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.887, mIoU: 0.489
2023-07-25 15:31:01,026 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.886, mIoU: 0.486
2023-07-25 15:31:01,044 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.888, mIoU: 0.493
2023-07-25 15:31:01,057 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.889, mIoU: 0.496
2023-07-25 15:31:01,072 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.890, mIoU: 0.496
2023-07-25 15:31:01,087 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.891, mIoU: 0.496
2023-07-25 15:31:01,101 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.893, mIoU: 0.524
2023-07-25 15:31:01,117 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.894, mIoU: 0.526
2023-07-25 15:31:01,133 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.890, mIoU: 0.522
2023-07-25 15:31:01,150 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 15:31:01,164 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 15:31:01,180 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 15:31:01,196 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 15:31:01,211 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 15:31:01,227 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 15:31:01,243 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-25 15:31:01,252 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.880, mIoU: 0.521
2023-07-25 15:31:01,269 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 15:31:01,286 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 15:31:01,299 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 15:31:01,314 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 15:31:01,329 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 15:31:01,343 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 15:31:01,359 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 15:31:01,373 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 15:31:01,388 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 15:31:01,403 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-25 15:31:01,418 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 15:31:01,430 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 15:31:01,445 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:01,460 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 15:31:01,475 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 15:31:01,489 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.872, mIoU: 0.520
2023-07-25 15:31:01,504 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.519
2023-07-25 15:31:01,519 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.871, mIoU: 0.519
2023-07-25 15:31:01,532 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.872, mIoU: 0.520
2023-07-25 15:31:01,545 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-25 15:31:01,560 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.873, mIoU: 0.521
2023-07-25 15:31:01,574 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.874, mIoU: 0.521
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2023-07-25 15:31:01,631 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.875, mIoU: 0.520
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2023-07-25 15:31:01,659 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:31:01,674 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:31:01,690 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 15:31:01,703 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 15:31:01,717 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-25 15:31:01,730 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 15:31:01,744 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 15:31:01,760 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 15:31:01,776 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 15:31:01,791 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.880, mIoU: 0.522
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2023-07-25 15:31:01,819 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 15:31:01,834 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.878, mIoU: 0.514
2023-07-25 15:31:01,848 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.878, mIoU: 0.514
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2023-07-25 15:31:01,906 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.880, mIoU: 0.512
2023-07-25 15:31:01,921 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.881, mIoU: 0.512
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2023-07-25 15:31:02,198 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.880, mIoU: 0.507
2023-07-25 15:31:02,214 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 15:31:02,228 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.881, mIoU: 0.508
2023-07-25 15:31:02,244 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.881, mIoU: 0.510
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2023-07-25 15:31:02,269 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 15:31:02,284 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-25 15:31:02,300 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 15:31:02,313 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.881, mIoU: 0.525
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2023-07-25 15:31:02,431 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.881, mIoU: 0.527
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2023-07-25 15:31:02,559 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 15:31:02,574 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.878, mIoU: 0.510
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2023-07-25 15:31:02,619 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.879, mIoU: 0.511
2023-07-25 15:31:02,635 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.877, mIoU: 0.509
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2023-07-25 15:31:03,638 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.876, mIoU: 0.514
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2023-07-25 15:31:03,682 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.877, mIoU: 0.521
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2023-07-25 15:31:06,638 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 15:31:06,655 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 15:31:06,671 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-25 15:31:06,686 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 15:31:06,701 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,715 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,730 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,743 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,754 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,768 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 15:31:06,783 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-25 15:31:06,798 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 15:31:06,813 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 15:31:06,829 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 15:31:06,845 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 15:31:06,861 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,870 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,880 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 15:31:06,893 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 15:31:06,907 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 15:31:06,922 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 15:31:06,935 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-25 15:31:06,951 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 15:31:06,967 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 15:31:06,982 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 15:31:06,998 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 15:31:07,013 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 15:31:07,026 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-25 15:31:07,041 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,057 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,070 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,086 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,097 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 15:31:07,112 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,127 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-25 15:31:07,142 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 15:31:07,156 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-25 15:31:07,171 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 15:31:07,181 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-25 15:31:07,194 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.878, mIoU: 0.519
2023-07-25 15:31:07,209 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 15:31:07,224 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-25 15:31:07,237 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-25 15:31:07,250 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 15:31:07,264 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 15:31:07,280 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 15:31:07,296 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 15:31:07,310 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 15:31:07,320 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 15:31:07,335 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-25 15:31:07,350 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 15:31:07,363 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 15:31:07,378 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 15:31:07,393 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 15:31:07,407 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 15:31:07,422 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,436 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 15:31:07,452 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 15:31:07,469 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 15:31:07,485 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 15:31:07,501 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,516 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,529 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,544 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 15:31:07,560 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 15:31:07,574 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 15:31:07,589 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-25 15:31:07,605 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 15:31:07,621 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 15:31:07,637 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-25 15:31:07,651 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 15:31:07,666 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-25 15:31:07,681 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,697 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-25 15:31:07,712 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 15:31:07,728 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 15:31:07,742 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 15:31:07,758 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-25 15:31:07,773 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 15:31:07,787 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 15:31:07,802 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 15:31:07,814 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:07,829 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:07,843 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-25 15:31:07,855 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-25 15:31:07,867 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-25 15:31:07,882 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-25 15:31:07,898 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-25 15:31:07,913 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 15:31:07,928 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 15:31:07,937 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 15:31:07,952 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 15:31:07,967 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:31:07,983 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:31:07,998 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:31:08,013 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:31:08,026 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 15:31:08,039 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 15:31:08,055 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,070 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,086 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,099 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 15:31:08,113 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,128 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,143 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,159 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 15:31:08,172 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-25 15:31:08,188 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-25 15:31:08,204 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-25 15:31:08,220 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-25 15:31:08,233 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 15:31:08,249 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,264 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,277 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,293 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,308 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,323 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,338 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,352 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,368 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,383 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,400 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,410 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 15:31:08,425 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 15:31:08,441 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,454 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,469 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 15:31:08,482 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,497 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,512 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,527 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,540 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,553 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 15:31:08,566 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,581 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,596 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,611 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,626 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,641 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,654 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,669 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,684 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 15:31:08,698 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 15:31:08,713 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 15:31:08,728 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:08,743 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,758 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,773 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,784 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,799 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,814 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,828 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,843 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 15:31:08,857 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 15:31:08,869 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 15:31:08,884 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,899 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 15:31:08,914 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 15:31:08,927 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 15:31:08,943 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 15:31:08,957 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 15:31:08,973 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 15:31:08,988 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,003 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,019 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,034 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,049 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,064 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,077 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,092 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,107 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,122 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,135 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,150 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,164 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,179 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,194 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,209 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,224 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,239 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,254 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,268 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,282 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-25 15:31:09,297 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,312 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,330 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,345 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,361 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,371 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,384 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 15:31:09,399 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,412 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,426 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,440 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,453 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,467 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,484 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,500 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 15:31:09,516 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,530 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,544 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,558 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,574 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,589 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,605 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,621 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 15:31:09,636 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,652 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,665 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,680 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 15:31:09,695 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,708 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,722 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,736 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,752 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,767 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,780 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,794 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,810 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,825 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,838 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 15:31:09,851 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,858 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,873 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 15:31:09,888 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:09,903 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:09,919 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 15:31:09,935 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 15:31:09,950 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:09,966 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:09,982 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:09,995 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:10,010 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 15:31:10,024 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 15:31:10,039 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 15:31:10,054 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 15:31:10,067 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 15:31:10,080 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 15:31:10,093 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 15:31:10,107 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 15:31:10,120 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 15:31:10,134 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 15:31:10,147 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 15:31:10,162 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-25 15:31:10,178 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:31:10,190 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:31:10,205 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:31:10,218 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:31:10,230 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 15:31:10,245 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-25 15:31:10,260 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-25 15:31:10,275 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,290 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,305 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,320 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,333 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,349 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,364 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,381 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,397 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:31:10,412 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,427 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,440 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:31:10,453 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,466 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,480 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,497 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,510 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,523 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 15:31:10,539 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,553 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,569 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,584 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,599 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,612 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,627 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,641 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,655 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 15:31:10,670 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,684 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 15:31:10,700 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,714 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,729 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,745 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,758 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,771 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,787 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,802 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,817 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 15:31:10,832 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,844 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,857 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,871 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,884 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 15:31:10,899 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:31:10,916 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,930 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:31:10,945 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,959 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,974 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:10,989 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:11,003 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,016 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,031 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,046 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:31:11,060 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,075 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 15:31:11,090 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:31:11,104 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:31:11,118 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:31:11,133 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,149 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,166 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,180 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,194 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,208 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,223 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,236 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,250 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,265 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,280 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,293 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,309 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,324 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,340 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:11,355 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,369 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,381 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,396 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,409 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,422 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,436 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,451 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,465 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,478 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,493 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,509 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,524 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:11,540 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:11,553 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:11,567 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:31:11,582 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 15:31:11,597 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:11,613 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:11,629 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:11,642 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:11,655 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,666 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,682 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,698 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,712 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,726 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,737 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,750 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,765 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,780 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 15:31:11,793 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,808 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,821 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,837 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,850 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:11,865 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:11,878 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,893 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,909 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,922 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:11,937 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:11,953 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:11,968 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:11,983 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:11,999 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:12,014 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,030 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,044 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,059 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,075 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:12,088 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:12,101 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:12,114 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:12,131 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:12,145 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:12,161 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,176 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,188 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,203 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,220 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,235 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,248 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,264 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,279 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,293 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,307 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,323 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,338 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:12,351 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,363 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:12,379 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,394 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,409 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,422 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,437 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,452 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,467 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,482 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,495 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,509 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:12,522 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,537 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,552 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:12,565 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,581 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:12,595 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:12,610 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,626 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,641 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,656 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,672 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,686 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,701 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,718 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,733 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,749 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:12,764 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,773 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,788 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:12,801 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:12,816 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:12,831 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,847 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,860 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,875 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,890 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,904 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,920 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,935 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 15:31:12,948 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,963 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:12,979 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:12,994 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 15:31:13,008 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:13,023 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:13,038 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:13,054 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 15:31:13,068 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:13,083 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:13,099 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,112 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,127 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:13,142 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:13,155 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 15:31:13,170 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,183 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,197 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,212 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,226 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,241 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,256 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,271 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,284 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 15:31:13,297 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,312 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,324 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,337 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,352 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,366 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 15:31:13,381 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,397 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,409 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,423 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,439 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,454 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,467 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,483 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,496 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,511 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 15:31:13,526 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,542 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,557 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,572 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,581 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,597 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,613 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,627 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,641 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,657 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,672 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,686 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,701 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,717 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,732 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,747 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,762 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,779 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,794 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,808 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,823 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,838 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,852 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 15:31:13,865 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,880 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 15:31:13,895 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,910 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,917 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,931 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,944 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,956 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 15:31:13,967 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 15:31:13,982 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 15:31:13,997 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 15:31:14,012 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 15:31:14,024 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,037 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,052 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,063 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,079 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:14,092 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:14,108 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:14,123 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,138 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,153 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,165 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,178 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,193 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,208 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,223 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,238 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,251 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,261 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,272 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,285 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,296 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,311 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,324 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,339 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,354 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,369 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:14,383 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 15:31:14,399 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:14,415 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:14,430 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,446 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,461 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,476 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:14,491 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,507 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:14,521 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,534 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,550 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,563 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,579 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,592 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,607 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,622 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,640 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,655 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,668 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,683 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,698 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,713 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,727 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 15:31:14,740 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 15:31:14,753 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 15:31:14,768 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 15:31:14,782 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 15:31:14,797 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 15:31:14,812 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 15:31:14,827 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 15:31:14,843 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 15:31:14,859 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,874 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,887 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,902 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,913 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:14,926 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,942 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 15:31:14,954 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,969 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:14,984 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,000 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,015 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,031 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,046 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,060 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,073 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,088 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,101 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,116 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,131 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,144 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,158 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,171 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,186 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,201 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,216 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,231 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,246 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,259 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,272 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:15,288 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 15:31:15,301 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,315 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,331 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:15,346 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,361 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,374 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,387 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 15:31:15,403 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:15,419 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:15,435 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:15,448 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,462 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 15:31:15,477 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,492 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,507 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,523 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,538 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,553 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,568 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,583 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,598 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:15,614 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,629 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:15,644 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,657 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,673 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,688 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,704 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,717 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:15,733 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,748 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,763 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,777 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,791 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,806 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,821 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,837 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,852 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,867 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,881 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:15,896 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,913 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,926 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,941 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:15,954 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:15,963 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:15,978 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:15,993 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:16,006 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:16,021 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,036 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,050 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,063 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,078 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,093 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,108 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,125 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,140 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,157 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,172 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,186 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,201 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,217 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,232 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,244 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,257 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,272 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 15:31:16,287 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:16,302 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 15:31:16,317 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:16,330 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.889, mIoU: 0.555
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2023-07-25 15:31:16,359 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 15:31:16,372 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 15:31:16,387 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,403 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.890, mIoU: 0.556
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2023-07-25 15:31:16,461 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,477 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,493 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,508 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,522 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,538 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,552 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.890, mIoU: 0.556
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2023-07-25 15:31:16,611 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,626 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,642 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,652 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,665 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,681 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,696 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,709 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,724 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,739 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,754 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,767 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:16,781 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,796 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,809 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:16,823 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:16,836 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,848 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.890, mIoU: 0.557
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2023-07-25 15:31:16,879 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:16,894 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.891, mIoU: 0.558
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2023-07-25 15:31:16,922 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:16,936 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.890, mIoU: 0.556
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2023-07-25 15:31:16,964 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 15:31:16,979 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 15:31:16,994 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 15:31:17,008 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.891, mIoU: 0.558
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2023-07-25 15:31:17,036 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:17,049 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,064 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,080 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,095 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:17,108 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.890, mIoU: 0.557
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2023-07-25 15:31:17,142 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.890, mIoU: 0.557
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2023-07-25 15:31:17,214 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:17,229 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:17,242 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 15:31:17,258 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,272 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,285 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 15:31:17,300 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.890, mIoU: 0.558
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2023-07-25 15:31:17,331 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,347 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,362 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,377 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,391 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,406 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,419 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 15:31:17,433 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.890, mIoU: 0.558
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2023-07-25 15:31:17,464 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.889, mIoU: 0.556
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2023-07-25 15:31:17,493 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-25 15:31:17,536 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 15:31:17,551 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 15:31:17,565 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-25 15:31:17,713 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-25 15:31:17,753 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 15:31:17,767 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.889, mIoU: 0.555
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2023-07-25 15:31:17,823 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.888, mIoU: 0.555
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2023-07-25 15:31:17,866 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 15:31:17,881 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 15:31:17,896 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 15:31:17,913 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.888, mIoU: 0.554
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2023-07-25 15:31:17,989 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.888, mIoU: 0.555
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2023-07-25 15:31:18,049 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 15:31:18,065 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 15:31:18,078 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,092 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 15:31:18,107 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 15:31:18,122 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,135 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,148 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,163 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,178 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,193 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,208 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,224 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,240 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,253 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,268 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,283 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,297 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,312 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,328 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,344 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,360 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 15:31:18,375 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,391 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,405 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,420 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,436 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,452 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,468 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,482 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,498 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,513 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,526 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,539 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,554 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,569 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,582 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,597 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,612 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,626 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,641 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,656 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,670 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,685 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,699 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,712 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,726 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,740 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,753 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,769 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,785 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,798 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:18,812 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,827 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,839 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,854 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,869 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,886 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,901 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,916 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,929 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,944 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:18,959 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,972 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:18,988 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,003 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,019 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,032 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,047 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,062 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,076 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,091 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,104 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,119 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,134 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,149 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,164 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,177 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,192 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,208 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,223 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,238 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,253 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,268 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,284 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,295 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,309 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,322 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,336 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,353 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,368 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,383 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,396 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,409 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,423 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,438 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,452 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,467 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,482 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,495 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,510 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,526 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,539 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,554 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,569 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,582 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,598 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,609 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,625 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,641 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 15:31:19,656 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,671 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,685 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,698 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,713 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 15:31:19,728 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,743 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,756 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,769 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,784 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,799 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,814 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,827 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,842 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,859 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,875 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,890 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,906 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,914 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,929 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:19,943 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,956 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,972 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:19,987 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,002 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,018 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,034 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,049 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,065 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,078 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,093 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,110 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,125 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,141 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,156 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,174 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,187 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,202 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,217 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,232 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,245 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,259 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,273 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,288 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,303 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,318 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,333 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,348 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,364 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 15:31:20,377 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,392 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,405 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,420 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,436 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,451 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,466 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,478 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,494 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,509 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,524 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,539 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,554 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,570 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,585 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,598 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,613 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,627 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,642 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,657 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,672 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,688 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,703 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,718 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,727 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,743 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,755 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,770 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:31:20,785 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,799 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:20,814 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,825 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,834 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,851 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,865 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,879 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,892 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,907 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,921 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,934 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,949 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,964 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:20,979 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-25 15:31:20,994 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 15:31:21,008 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,023 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,038 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,053 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,067 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,082 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,097 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 15:31:21,112 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-25 15:31:21,129 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:21,142 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:21,156 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 15:31:21,171 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-25 15:31:21,187 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 15:31:38,367 semantic_segmentation INFO: Iters: 57610/150000 || Lr: 0.012930 || Task Loss: 0.6341 || KD Loss: 0.1801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:20 || Estimated Time: 1 day, 22:05:20
2023-07-25 15:31:55,510 semantic_segmentation INFO: Iters: 57620/150000 || Lr: 0.012929 || Task Loss: 0.6927 || KD Loss: 0.2464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:37 || Estimated Time: 1 day, 22:05:01
2023-07-25 15:32:12,816 semantic_segmentation INFO: Iters: 57630/150000 || Lr: 0.012928 || Task Loss: 0.7058 || KD Loss: 0.2012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:55 || Estimated Time: 1 day, 22:04:42
2023-07-25 15:32:30,096 semantic_segmentation INFO: Iters: 57640/150000 || Lr: 0.012927 || Task Loss: 0.3689 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:12 || Estimated Time: 1 day, 22:04:23
2023-07-25 15:32:47,392 semantic_segmentation INFO: Iters: 57650/150000 || Lr: 0.012925 || Task Loss: 0.6932 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:29 || Estimated Time: 1 day, 22:04:04
2023-07-25 15:33:04,873 semantic_segmentation INFO: Iters: 57660/150000 || Lr: 0.012924 || Task Loss: 0.8710 || KD Loss: 0.3493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:47 || Estimated Time: 1 day, 22:03:45
2023-07-25 15:33:22,031 semantic_segmentation INFO: Iters: 57670/150000 || Lr: 0.012923 || Task Loss: 0.4456 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:04 || Estimated Time: 1 day, 22:03:26
2023-07-25 15:33:39,311 semantic_segmentation INFO: Iters: 57680/150000 || Lr: 0.012922 || Task Loss: 0.7707 || KD Loss: 0.2510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:21 || Estimated Time: 1 day, 22:03:07
2023-07-25 15:33:56,612 semantic_segmentation INFO: Iters: 57690/150000 || Lr: 0.012920 || Task Loss: 0.5054 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:38 || Estimated Time: 1 day, 22:02:48
2023-07-25 15:34:14,119 semantic_segmentation INFO: Iters: 57700/150000 || Lr: 0.012919 || Task Loss: 0.6207 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:56 || Estimated Time: 1 day, 22:02:29
2023-07-25 15:34:31,238 semantic_segmentation INFO: Iters: 57710/150000 || Lr: 0.012918 || Task Loss: 0.4796 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:13 || Estimated Time: 1 day, 22:02:10
2023-07-25 15:34:48,530 semantic_segmentation INFO: Iters: 57720/150000 || Lr: 0.012917 || Task Loss: 0.7490 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:30 || Estimated Time: 1 day, 22:01:51
2023-07-25 15:35:06,144 semantic_segmentation INFO: Iters: 57730/150000 || Lr: 0.012915 || Task Loss: 0.7482 || KD Loss: 0.2411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:48 || Estimated Time: 1 day, 22:01:32
2023-07-25 15:35:23,361 semantic_segmentation INFO: Iters: 57740/150000 || Lr: 0.012914 || Task Loss: 0.5898 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:05 || Estimated Time: 1 day, 22:01:13
2023-07-25 15:35:40,920 semantic_segmentation INFO: Iters: 57750/150000 || Lr: 0.012913 || Task Loss: 0.5992 || KD Loss: 0.1753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:23 || Estimated Time: 1 day, 22:00:54
2023-07-25 15:35:58,073 semantic_segmentation INFO: Iters: 57760/150000 || Lr: 0.012912 || Task Loss: 0.7101 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:40 || Estimated Time: 1 day, 22:00:35
2023-07-25 15:36:15,545 semantic_segmentation INFO: Iters: 57770/150000 || Lr: 0.012910 || Task Loss: 0.4712 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:57 || Estimated Time: 1 day, 22:00:16
2023-07-25 15:36:32,771 semantic_segmentation INFO: Iters: 57780/150000 || Lr: 0.012909 || Task Loss: 0.6039 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:15 || Estimated Time: 1 day, 21:59:57
2023-07-25 15:36:49,990 semantic_segmentation INFO: Iters: 57790/150000 || Lr: 0.012908 || Task Loss: 0.4119 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:32 || Estimated Time: 1 day, 21:59:38
2023-07-25 15:37:07,211 semantic_segmentation INFO: Iters: 57800/150000 || Lr: 0.012907 || Task Loss: 0.6703 || KD Loss: 0.1726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:49 || Estimated Time: 1 day, 21:59:19
2023-07-25 15:37:24,415 semantic_segmentation INFO: Iters: 57810/150000 || Lr: 0.012905 || Task Loss: 0.5133 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:06 || Estimated Time: 1 day, 21:59:00
2023-07-25 15:37:41,693 semantic_segmentation INFO: Iters: 57820/150000 || Lr: 0.012904 || Task Loss: 0.6636 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:23 || Estimated Time: 1 day, 21:58:41
2023-07-25 15:37:58,921 semantic_segmentation INFO: Iters: 57830/150000 || Lr: 0.012903 || Task Loss: 0.6538 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:41 || Estimated Time: 1 day, 21:58:22
2023-07-25 15:38:16,232 semantic_segmentation INFO: Iters: 57840/150000 || Lr: 0.012902 || Task Loss: 0.6487 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:58 || Estimated Time: 1 day, 21:58:03
2023-07-25 15:38:33,509 semantic_segmentation INFO: Iters: 57850/150000 || Lr: 0.012900 || Task Loss: 0.4514 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:15 || Estimated Time: 1 day, 21:57:44
2023-07-25 15:38:51,153 semantic_segmentation INFO: Iters: 57860/150000 || Lr: 0.012899 || Task Loss: 0.7281 || KD Loss: 0.2269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:33 || Estimated Time: 1 day, 21:57:25
2023-07-25 15:39:08,537 semantic_segmentation INFO: Iters: 57870/150000 || Lr: 0.012898 || Task Loss: 0.6649 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:50 || Estimated Time: 1 day, 21:57:06
2023-07-25 15:39:25,668 semantic_segmentation INFO: Iters: 57880/150000 || Lr: 0.012896 || Task Loss: 0.7026 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2503|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:07 || Estimated Time: 1 day, 21:56:47
2023-07-25 15:39:42,847 semantic_segmentation INFO: Iters: 57890/150000 || Lr: 0.012895 || Task Loss: 0.5048 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:25 || Estimated Time: 1 day, 21:56:28
2023-07-25 15:40:00,049 semantic_segmentation INFO: Iters: 57900/150000 || Lr: 0.012894 || Task Loss: 0.7636 || KD Loss: 0.1736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:42 || Estimated Time: 1 day, 21:56:09
2023-07-25 15:40:17,265 semantic_segmentation INFO: Iters: 57910/150000 || Lr: 0.012893 || Task Loss: 0.3933 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:59 || Estimated Time: 1 day, 21:55:50
2023-07-25 15:40:34,472 semantic_segmentation INFO: Iters: 57920/150000 || Lr: 0.012891 || Task Loss: 0.4407 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:16 || Estimated Time: 1 day, 21:55:31
2023-07-25 15:40:51,739 semantic_segmentation INFO: Iters: 57930/150000 || Lr: 0.012890 || Task Loss: 0.3984 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:34 || Estimated Time: 1 day, 21:55:11
2023-07-25 15:41:09,162 semantic_segmentation INFO: Iters: 57940/150000 || Lr: 0.012889 || Task Loss: 0.5696 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:51 || Estimated Time: 1 day, 21:54:53
2023-07-25 15:41:26,386 semantic_segmentation INFO: Iters: 57950/150000 || Lr: 0.012888 || Task Loss: 0.9929 || KD Loss: 0.4275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:08 || Estimated Time: 1 day, 21:54:34
2023-07-25 15:41:43,669 semantic_segmentation INFO: Iters: 57960/150000 || Lr: 0.012886 || Task Loss: 0.8395 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:25 || Estimated Time: 1 day, 21:54:14
2023-07-25 15:42:01,188 semantic_segmentation INFO: Iters: 57970/150000 || Lr: 0.012885 || Task Loss: 0.7471 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:43 || Estimated Time: 1 day, 21:53:56
2023-07-25 15:42:18,483 semantic_segmentation INFO: Iters: 57980/150000 || Lr: 0.012884 || Task Loss: 0.9684 || KD Loss: 0.3982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:00 || Estimated Time: 1 day, 21:53:37
2023-07-25 15:42:35,813 semantic_segmentation INFO: Iters: 57990/150000 || Lr: 0.012883 || Task Loss: 0.9431 || KD Loss: 0.3417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:18 || Estimated Time: 1 day, 21:53:18
2023-07-25 15:42:53,089 semantic_segmentation INFO: Iters: 58000/150000 || Lr: 0.012881 || Task Loss: 0.6103 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:35 || Estimated Time: 1 day, 21:52:59
2023-07-25 15:43:10,507 semantic_segmentation INFO: Iters: 58010/150000 || Lr: 0.012880 || Task Loss: 0.6690 || KD Loss: 0.2179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:52 || Estimated Time: 1 day, 21:52:40
2023-07-25 15:43:27,715 semantic_segmentation INFO: Iters: 58020/150000 || Lr: 0.012879 || Task Loss: 0.6350 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:09 || Estimated Time: 1 day, 21:52:21
2023-07-25 15:43:45,115 semantic_segmentation INFO: Iters: 58030/150000 || Lr: 0.012878 || Task Loss: 0.5325 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:27 || Estimated Time: 1 day, 21:52:02
2023-07-25 15:44:02,348 semantic_segmentation INFO: Iters: 58040/150000 || Lr: 0.012876 || Task Loss: 0.5880 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:44 || Estimated Time: 1 day, 21:51:43
2023-07-25 15:44:19,607 semantic_segmentation INFO: Iters: 58050/150000 || Lr: 0.012875 || Task Loss: 0.4735 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:01 || Estimated Time: 1 day, 21:51:24
2023-07-25 15:44:36,923 semantic_segmentation INFO: Iters: 58060/150000 || Lr: 0.012874 || Task Loss: 0.4773 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:19 || Estimated Time: 1 day, 21:51:05
2023-07-25 15:44:54,131 semantic_segmentation INFO: Iters: 58070/150000 || Lr: 0.012873 || Task Loss: 0.8370 || KD Loss: 0.3020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:36 || Estimated Time: 1 day, 21:50:46
2023-07-25 15:45:11,365 semantic_segmentation INFO: Iters: 58080/150000 || Lr: 0.012871 || Task Loss: 0.4964 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:53 || Estimated Time: 1 day, 21:50:27
2023-07-25 15:45:28,566 semantic_segmentation INFO: Iters: 58090/150000 || Lr: 0.012870 || Task Loss: 0.5155 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:10 || Estimated Time: 1 day, 21:50:08
2023-07-25 15:45:45,858 semantic_segmentation INFO: Iters: 58100/150000 || Lr: 0.012869 || Task Loss: 0.9204 || KD Loss: 0.2930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:28 || Estimated Time: 1 day, 21:49:49
2023-07-25 15:46:02,978 semantic_segmentation INFO: Iters: 58110/150000 || Lr: 0.012867 || Task Loss: 0.9347 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:45 || Estimated Time: 1 day, 21:49:29
2023-07-25 15:46:20,380 semantic_segmentation INFO: Iters: 58120/150000 || Lr: 0.012866 || Task Loss: 0.9168 || KD Loss: 0.2490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:02 || Estimated Time: 1 day, 21:49:10
2023-07-25 15:46:37,584 semantic_segmentation INFO: Iters: 58130/150000 || Lr: 0.012865 || Task Loss: 0.3757 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:19 || Estimated Time: 1 day, 21:48:51
2023-07-25 15:46:54,807 semantic_segmentation INFO: Iters: 58140/150000 || Lr: 0.012864 || Task Loss: 0.6252 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:37 || Estimated Time: 1 day, 21:48:32
2023-07-25 15:47:12,002 semantic_segmentation INFO: Iters: 58150/150000 || Lr: 0.012862 || Task Loss: 0.5369 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:54 || Estimated Time: 1 day, 21:48:13
2023-07-25 15:47:29,630 semantic_segmentation INFO: Iters: 58160/150000 || Lr: 0.012861 || Task Loss: 0.6425 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:11 || Estimated Time: 1 day, 21:47:55
2023-07-25 15:47:46,894 semantic_segmentation INFO: Iters: 58170/150000 || Lr: 0.012860 || Task Loss: 0.5744 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:29 || Estimated Time: 1 day, 21:47:36
2023-07-25 15:48:04,206 semantic_segmentation INFO: Iters: 58180/150000 || Lr: 0.012859 || Task Loss: 0.8341 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:46 || Estimated Time: 1 day, 21:47:17
2023-07-25 15:48:21,430 semantic_segmentation INFO: Iters: 58190/150000 || Lr: 0.012857 || Task Loss: 0.5629 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:03 || Estimated Time: 1 day, 21:46:58
2023-07-25 15:48:38,707 semantic_segmentation INFO: Iters: 58200/150000 || Lr: 0.012856 || Task Loss: 0.5625 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:20 || Estimated Time: 1 day, 21:46:39
2023-07-25 15:48:55,935 semantic_segmentation INFO: Iters: 58210/150000 || Lr: 0.012855 || Task Loss: 0.4741 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:38 || Estimated Time: 1 day, 21:46:19
2023-07-25 15:49:13,413 semantic_segmentation INFO: Iters: 58220/150000 || Lr: 0.012854 || Task Loss: 0.6232 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:55 || Estimated Time: 1 day, 21:46:01
2023-07-25 15:49:31,048 semantic_segmentation INFO: Iters: 58230/150000 || Lr: 0.012852 || Task Loss: 0.8158 || KD Loss: 0.2220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:13 || Estimated Time: 1 day, 21:45:42
2023-07-25 15:49:48,278 semantic_segmentation INFO: Iters: 58240/150000 || Lr: 0.012851 || Task Loss: 0.5557 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:30 || Estimated Time: 1 day, 21:45:23
2023-07-25 15:50:05,697 semantic_segmentation INFO: Iters: 58250/150000 || Lr: 0.012850 || Task Loss: 0.7144 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:47 || Estimated Time: 1 day, 21:45:04
2023-07-25 15:50:22,952 semantic_segmentation INFO: Iters: 58260/150000 || Lr: 0.012849 || Task Loss: 0.7619 || KD Loss: 0.2365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:05 || Estimated Time: 1 day, 21:44:45
2023-07-25 15:50:40,197 semantic_segmentation INFO: Iters: 58270/150000 || Lr: 0.012847 || Task Loss: 0.7093 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:22 || Estimated Time: 1 day, 21:44:26
2023-07-25 15:50:57,570 semantic_segmentation INFO: Iters: 58280/150000 || Lr: 0.012846 || Task Loss: 0.5206 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:39 || Estimated Time: 1 day, 21:44:07
2023-07-25 15:51:14,866 semantic_segmentation INFO: Iters: 58290/150000 || Lr: 0.012845 || Task Loss: 0.6294 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:57 || Estimated Time: 1 day, 21:43:48
2023-07-25 15:51:32,158 semantic_segmentation INFO: Iters: 58300/150000 || Lr: 0.012844 || Task Loss: 1.0422 || KD Loss: 0.4338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:14 || Estimated Time: 1 day, 21:43:29
2023-07-25 15:51:49,492 semantic_segmentation INFO: Iters: 58310/150000 || Lr: 0.012842 || Task Loss: 0.3852 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:31 || Estimated Time: 1 day, 21:43:11
2023-07-25 15:52:06,902 semantic_segmentation INFO: Iters: 58320/150000 || Lr: 0.012841 || Task Loss: 0.6348 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:49 || Estimated Time: 1 day, 21:42:52
2023-07-25 15:52:24,406 semantic_segmentation INFO: Iters: 58330/150000 || Lr: 0.012840 || Task Loss: 0.7248 || KD Loss: 0.2797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:06 || Estimated Time: 1 day, 21:42:33
2023-07-25 15:52:41,678 semantic_segmentation INFO: Iters: 58340/150000 || Lr: 0.012838 || Task Loss: 0.6351 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:23 || Estimated Time: 1 day, 21:42:14
2023-07-25 15:52:58,988 semantic_segmentation INFO: Iters: 58350/150000 || Lr: 0.012837 || Task Loss: 0.7213 || KD Loss: 0.2381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:41 || Estimated Time: 1 day, 21:41:55
2023-07-25 15:53:16,302 semantic_segmentation INFO: Iters: 58360/150000 || Lr: 0.012836 || Task Loss: 0.6023 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:58 || Estimated Time: 1 day, 21:41:36
2023-07-25 15:53:33,635 semantic_segmentation INFO: Iters: 58370/150000 || Lr: 0.012835 || Task Loss: 0.6516 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:15 || Estimated Time: 1 day, 21:41:17
2023-07-25 15:53:50,923 semantic_segmentation INFO: Iters: 58380/150000 || Lr: 0.012833 || Task Loss: 0.4280 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:33 || Estimated Time: 1 day, 21:40:58
2023-07-25 15:54:08,155 semantic_segmentation INFO: Iters: 58390/150000 || Lr: 0.012832 || Task Loss: 0.6096 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:50 || Estimated Time: 1 day, 21:40:39
2023-07-25 15:54:25,591 semantic_segmentation INFO: Iters: 58400/150000 || Lr: 0.012831 || Task Loss: 0.6941 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:07 || Estimated Time: 1 day, 21:40:20
2023-07-25 15:54:25,715 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:54:26,108 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-25 15:54:26,123 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.131
2023-07-25 15:54:26,135 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.140
2023-07-25 15:54:26,149 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.139
2023-07-25 15:54:26,163 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.917, mIoU: 0.198
2023-07-25 15:54:26,176 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.243
2023-07-25 15:54:26,190 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.274
2023-07-25 15:54:26,205 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.908, mIoU: 0.285
2023-07-25 15:54:26,218 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.890, mIoU: 0.285
2023-07-25 15:54:26,232 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.326
2023-07-25 15:54:26,247 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.880, mIoU: 0.327
2023-07-25 15:54:26,262 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.888, mIoU: 0.342
2023-07-25 15:54:26,275 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.860, mIoU: 0.314
2023-07-25 15:54:26,289 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.851, mIoU: 0.283
2023-07-25 15:54:26,304 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.856, mIoU: 0.278
2023-07-25 15:54:26,317 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.858, mIoU: 0.274
2023-07-25 15:54:26,329 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.856, mIoU: 0.272
2023-07-25 15:54:26,341 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.858, mIoU: 0.270
2023-07-25 15:54:26,356 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.853, mIoU: 0.271
2023-07-25 15:54:26,373 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.856, mIoU: 0.312
2023-07-25 15:54:26,388 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.863, mIoU: 0.319
2023-07-25 15:54:26,403 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.865, mIoU: 0.318
2023-07-25 15:54:26,418 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.863, mIoU: 0.335
2023-07-25 15:54:26,435 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.862, mIoU: 0.337
2023-07-25 15:54:26,452 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.865, mIoU: 0.354
2023-07-25 15:54:26,467 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.865, mIoU: 0.356
2023-07-25 15:54:26,483 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.867, mIoU: 0.358
2023-07-25 15:54:26,495 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.849, mIoU: 0.337
2023-07-25 15:54:26,512 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.846, mIoU: 0.332
2023-07-25 15:54:26,528 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.851, mIoU: 0.332
2023-07-25 15:54:26,542 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.855, mIoU: 0.335
2023-07-25 15:54:26,559 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.858, mIoU: 0.335
2023-07-25 15:54:26,575 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.862, mIoU: 0.346
2023-07-25 15:54:26,590 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.857, mIoU: 0.343
2023-07-25 15:54:26,606 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.861, mIoU: 0.377
2023-07-25 15:54:26,622 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.863, mIoU: 0.378
2023-07-25 15:54:26,636 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.866, mIoU: 0.382
2023-07-25 15:54:26,648 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.869, mIoU: 0.417
2023-07-25 15:54:26,665 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.865, mIoU: 0.410
2023-07-25 15:54:26,678 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.865, mIoU: 0.409
2023-07-25 15:54:26,691 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.867, mIoU: 0.430
2023-07-25 15:54:26,705 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.870, mIoU: 0.430
2023-07-25 15:54:26,720 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.866, mIoU: 0.422
2023-07-25 15:54:26,733 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.867, mIoU: 0.421
2023-07-25 15:54:26,748 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.867, mIoU: 0.427
2023-07-25 15:54:26,763 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.867, mIoU: 0.425
2023-07-25 15:54:26,776 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.870, mIoU: 0.435
2023-07-25 15:54:26,789 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.870, mIoU: 0.435
2023-07-25 15:54:26,803 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.869, mIoU: 0.437
2023-07-25 15:54:26,818 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.867, mIoU: 0.433
2023-07-25 15:54:26,834 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.868, mIoU: 0.431
2023-07-25 15:54:26,849 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.870, mIoU: 0.431
2023-07-25 15:54:26,863 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.872, mIoU: 0.429
2023-07-25 15:54:26,879 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.870, mIoU: 0.426
2023-07-25 15:54:26,894 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.872, mIoU: 0.430
2023-07-25 15:54:26,908 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.871, mIoU: 0.428
2023-07-25 15:54:26,923 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.871, mIoU: 0.428
2023-07-25 15:54:26,941 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.873, mIoU: 0.427
2023-07-25 15:54:26,954 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.874, mIoU: 0.431
2023-07-25 15:54:26,969 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-25 15:54:26,983 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.865, mIoU: 0.430
2023-07-25 15:54:26,998 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.866, mIoU: 0.428
2023-07-25 15:54:27,011 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.868, mIoU: 0.427
2023-07-25 15:54:27,030 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.869, mIoU: 0.436
2023-07-25 15:54:27,044 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.870, mIoU: 0.449
2023-07-25 15:54:27,060 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.871, mIoU: 0.449
2023-07-25 15:54:27,076 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.873, mIoU: 0.449
2023-07-25 15:54:27,089 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.871, mIoU: 0.460
2023-07-25 15:54:27,105 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.873, mIoU: 0.462
2023-07-25 15:54:27,121 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.870, mIoU: 0.462
2023-07-25 15:54:27,138 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-25 15:54:27,151 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.872, mIoU: 0.484
2023-07-25 15:54:27,167 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.869, mIoU: 0.471
2023-07-25 15:54:27,183 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-25 15:54:27,198 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-25 15:54:27,214 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.871, mIoU: 0.469
2023-07-25 15:54:27,230 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-25 15:54:27,240 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-25 15:54:27,255 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-25 15:54:27,272 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.867, mIoU: 0.472
2023-07-25 15:54:27,286 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.868, mIoU: 0.476
2023-07-25 15:54:27,301 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.869, mIoU: 0.476
2023-07-25 15:54:27,316 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.869, mIoU: 0.474
2023-07-25 15:54:27,332 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-25 15:54:27,347 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-25 15:54:27,362 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-25 15:54:27,377 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.868, mIoU: 0.463
2023-07-25 15:54:27,392 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.869, mIoU: 0.465
2023-07-25 15:54:27,407 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 15:54:27,420 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-25 15:54:27,435 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.868, mIoU: 0.482
2023-07-25 15:54:27,451 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.869, mIoU: 0.483
2023-07-25 15:54:27,466 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.865, mIoU: 0.475
2023-07-25 15:54:27,481 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.866, mIoU: 0.491
2023-07-25 15:54:27,497 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 15:54:27,512 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.866, mIoU: 0.490
2023-07-25 15:54:27,525 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.866, mIoU: 0.491
2023-07-25 15:54:27,539 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-25 15:54:27,554 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.868, mIoU: 0.493
2023-07-25 15:54:27,567 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 15:54:27,583 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-25 15:54:27,597 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 15:54:27,611 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 15:54:27,626 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.865, mIoU: 0.477
2023-07-25 15:54:27,641 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.864, mIoU: 0.474
2023-07-25 15:54:27,655 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-25 15:54:27,670 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-25 15:54:27,685 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.865, mIoU: 0.476
2023-07-25 15:54:27,699 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.866, mIoU: 0.478
2023-07-25 15:54:27,712 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.866, mIoU: 0.477
2023-07-25 15:54:27,725 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.867, mIoU: 0.482
2023-07-25 15:54:27,739 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 15:54:27,754 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.868, mIoU: 0.481
2023-07-25 15:54:27,769 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.869, mIoU: 0.482
2023-07-25 15:54:27,784 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.870, mIoU: 0.484
2023-07-25 15:54:27,798 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.871, mIoU: 0.485
2023-07-25 15:54:27,811 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.870, mIoU: 0.482
2023-07-25 15:54:27,826 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.870, mIoU: 0.481
2023-07-25 15:54:27,839 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.870, mIoU: 0.480
2023-07-25 15:54:27,854 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.870, mIoU: 0.479
2023-07-25 15:54:27,870 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.870, mIoU: 0.478
2023-07-25 15:54:27,883 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 15:54:27,897 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 15:54:27,913 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.871, mIoU: 0.477
2023-07-25 15:54:27,929 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-25 15:54:27,937 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-25 15:54:27,949 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-25 15:54:27,966 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.873, mIoU: 0.482
2023-07-25 15:54:27,974 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-25 15:54:27,988 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.873, mIoU: 0.486
2023-07-25 15:54:28,003 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-25 15:54:28,018 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.875, mIoU: 0.488
2023-07-25 15:54:28,032 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-25 15:54:28,047 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-25 15:54:28,060 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-25 15:54:28,074 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 15:54:28,089 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 15:54:28,102 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.874, mIoU: 0.486
2023-07-25 15:54:28,118 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-25 15:54:28,131 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-25 15:54:28,146 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 15:54:28,161 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-25 15:54:28,176 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.877, mIoU: 0.492
2023-07-25 15:54:28,192 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-25 15:54:28,207 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-25 15:54:28,222 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.878, mIoU: 0.498
2023-07-25 15:54:28,237 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.878, mIoU: 0.499
2023-07-25 15:54:28,252 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.877, mIoU: 0.502
2023-07-25 15:54:28,262 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 15:54:28,277 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 15:54:28,293 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-25 15:54:28,307 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 15:54:28,321 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-25 15:54:28,335 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 15:54:28,349 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-25 15:54:28,364 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 15:54:28,380 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-25 15:54:28,396 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 15:54:28,411 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-25 15:54:28,427 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.879, mIoU: 0.516
2023-07-25 15:54:28,443 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.879, mIoU: 0.517
2023-07-25 15:54:28,458 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 15:54:28,472 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.880, mIoU: 0.517
2023-07-25 15:54:28,487 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-25 15:54:28,500 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-25 15:54:28,513 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 15:54:28,526 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.879, mIoU: 0.514
2023-07-25 15:54:28,540 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-25 15:54:28,555 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-25 15:54:28,570 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 15:54:28,586 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-25 15:54:28,599 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-25 15:54:28,614 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 15:54:28,629 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-25 15:54:28,645 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.875, mIoU: 0.501
2023-07-25 15:54:28,660 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.876, mIoU: 0.503
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2023-07-25 15:54:28,686 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.876, mIoU: 0.503
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2023-07-25 15:54:28,731 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.876, mIoU: 0.503
2023-07-25 15:54:28,745 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.877, mIoU: 0.504
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2023-07-25 15:54:28,776 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 15:54:28,792 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 15:54:28,808 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.878, mIoU: 0.506
2023-07-25 15:54:28,823 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 15:54:28,838 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 15:54:28,850 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 15:54:28,867 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.877, mIoU: 0.507
2023-07-25 15:54:28,880 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.877, mIoU: 0.505
2023-07-25 15:54:28,897 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 15:54:28,912 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.877, mIoU: 0.506
2023-07-25 15:54:28,928 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.878, mIoU: 0.507
2023-07-25 15:54:28,940 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-25 15:54:28,955 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 15:54:28,967 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-25 15:54:28,981 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-25 15:54:28,996 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.879, mIoU: 0.503
2023-07-25 15:54:29,013 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 15:54:29,029 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.876, mIoU: 0.500
2023-07-25 15:54:29,044 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.875, mIoU: 0.501
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2023-07-25 15:54:29,974 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.868, mIoU: 0.518
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2023-07-25 15:54:30,911 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.871, mIoU: 0.514
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2023-07-25 15:54:31,344 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.872, mIoU: 0.510
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2023-07-25 15:54:31,976 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.867, mIoU: 0.488
2023-07-25 15:54:31,994 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.868, mIoU: 0.488
2023-07-25 15:54:32,008 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,023 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,039 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.867, mIoU: 0.487
2023-07-25 15:54:32,054 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,070 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,083 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,099 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,114 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.869, mIoU: 0.487
2023-07-25 15:54:32,130 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.869, mIoU: 0.488
2023-07-25 15:54:32,143 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.868, mIoU: 0.488
2023-07-25 15:54:32,158 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,171 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,185 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-25 15:54:32,196 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.868, mIoU: 0.488
2023-07-25 15:54:32,212 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.868, mIoU: 0.488
2023-07-25 15:54:32,227 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.868, mIoU: 0.489
2023-07-25 15:54:32,243 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.868, mIoU: 0.490
2023-07-25 15:54:32,258 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.869, mIoU: 0.490
2023-07-25 15:54:32,271 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.869, mIoU: 0.491
2023-07-25 15:54:32,287 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.869, mIoU: 0.491
2023-07-25 15:54:32,302 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.869, mIoU: 0.492
2023-07-25 15:54:32,317 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.867, mIoU: 0.490
2023-07-25 15:54:32,330 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.868, mIoU: 0.491
2023-07-25 15:54:32,346 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.867, mIoU: 0.491
2023-07-25 15:54:32,359 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.868, mIoU: 0.492
2023-07-25 15:54:32,376 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.868, mIoU: 0.492
2023-07-25 15:54:32,390 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-25 15:54:32,406 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 15:54:32,422 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 15:54:32,435 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 15:54:32,451 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-25 15:54:32,467 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-25 15:54:32,480 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-25 15:54:32,495 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-25 15:54:32,512 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-25 15:54:32,526 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-25 15:54:32,543 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-25 15:54:32,558 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.869, mIoU: 0.496
2023-07-25 15:54:32,573 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-25 15:54:32,589 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-25 15:54:32,605 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-25 15:54:32,621 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,635 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,650 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,664 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,677 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,693 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,709 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-25 15:54:32,724 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-25 15:54:32,738 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.870, mIoU: 0.497
2023-07-25 15:54:32,751 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.869, mIoU: 0.496
2023-07-25 15:54:32,766 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.869, mIoU: 0.496
2023-07-25 15:54:32,779 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,790 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,804 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-25 15:54:32,819 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-25 15:54:32,835 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-25 15:54:32,850 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,866 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,882 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,898 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,906 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,918 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-25 15:54:32,931 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.870, mIoU: 0.497
2023-07-25 15:54:32,945 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-25 15:54:32,960 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-25 15:54:32,974 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-25 15:54:32,989 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.871, mIoU: 0.500
2023-07-25 15:54:33,005 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 15:54:33,020 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.871, mIoU: 0.500
2023-07-25 15:54:33,035 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 15:54:33,051 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 15:54:33,064 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 15:54:33,080 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-25 15:54:33,095 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-25 15:54:33,108 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,124 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,135 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,150 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,165 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,180 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 15:54:33,196 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 15:54:33,212 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 15:54:33,223 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 15:54:33,236 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 15:54:33,252 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 15:54:33,267 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 15:54:33,280 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 15:54:33,294 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-25 15:54:33,308 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-25 15:54:33,323 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-25 15:54:33,340 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-25 15:54:33,354 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-25 15:54:33,363 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-25 15:54:33,378 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-25 15:54:33,393 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-25 15:54:33,407 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-25 15:54:33,422 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-25 15:54:33,437 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-25 15:54:33,450 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-25 15:54:33,466 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-25 15:54:33,479 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-25 15:54:33,495 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-25 15:54:33,510 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-25 15:54:33,526 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-25 15:54:33,541 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-25 15:54:33,555 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-25 15:54:33,567 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-25 15:54:33,582 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-25 15:54:33,598 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-25 15:54:33,612 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-25 15:54:33,627 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-25 15:54:33,644 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-25 15:54:33,660 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-25 15:54:33,676 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-25 15:54:33,689 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-25 15:54:33,704 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-25 15:54:33,720 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 15:54:33,735 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-25 15:54:33,751 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 15:54:33,766 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-25 15:54:33,780 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-25 15:54:33,795 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 15:54:33,810 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-25 15:54:33,824 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-25 15:54:33,839 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:33,851 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:33,866 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:33,880 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:33,891 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:33,904 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:33,919 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:33,933 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:33,948 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 15:54:33,963 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 15:54:33,972 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 15:54:33,986 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 15:54:34,002 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,018 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,033 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.876, mIoU: 0.528
2023-07-25 15:54:34,048 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,062 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,075 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,090 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:34,106 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:34,121 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:34,134 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,147 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,162 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,177 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,192 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:34,206 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:34,221 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,236 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,252 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,265 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:34,281 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,296 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,309 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,324 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,339 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,354 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,369 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,381 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,397 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,412 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:34,429 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,440 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,455 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,471 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,483 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,499 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,512 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,527 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,542 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:34,557 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,570 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,583 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,596 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,611 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,627 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,643 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,657 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,672 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:34,686 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:34,701 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:34,717 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:34,730 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:34,745 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,760 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:34,775 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,790 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,805 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,817 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:34,832 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:34,847 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,861 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,876 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,892 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:34,903 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:34,919 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:34,934 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,949 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,962 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:34,977 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-25 15:54:34,991 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,006 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-25 15:54:35,021 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 15:54:35,038 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,053 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,068 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,084 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,099 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,112 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:35,128 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:35,144 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:35,159 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:35,172 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:35,188 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,202 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,217 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,233 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,249 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,264 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:35,279 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,295 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:35,309 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.876, mIoU: 0.527
2023-07-25 15:54:35,324 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.876, mIoU: 0.530
2023-07-25 15:54:35,339 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:35,354 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:35,372 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-25 15:54:35,388 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:35,403 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:35,414 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:35,427 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:35,442 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-25 15:54:35,455 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,470 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,483 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,496 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,511 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,528 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,543 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,558 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,571 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,585 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,598 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,612 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,627 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:35,642 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,658 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,673 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,688 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-25 15:54:35,702 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,717 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-25 15:54:35,732 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,745 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,759 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,773 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,789 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,805 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-25 15:54:35,818 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-25 15:54:35,833 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-25 15:54:35,849 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-25 15:54:35,864 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 15:54:35,877 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-25 15:54:35,890 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,898 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,913 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,928 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,943 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,959 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:35,974 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:35,989 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,005 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,019 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,032 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,047 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,061 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:54:36,077 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:54:36,092 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:54:36,105 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:54:36,119 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-25 15:54:36,132 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-25 15:54:36,146 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.876, mIoU: 0.523
2023-07-25 15:54:36,160 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:36,173 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.876, mIoU: 0.524
2023-07-25 15:54:36,187 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:36,202 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:36,218 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,230 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,244 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-25 15:54:36,259 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:36,270 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-25 15:54:36,285 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:36,300 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:36,315 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:36,329 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-25 15:54:36,344 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,359 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,372 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 15:54:36,387 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,402 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,419 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,434 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,449 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,464 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,477 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,490 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,503 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,519 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,535 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,548 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,562 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,576 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-25 15:54:36,591 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,606 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,621 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,636 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,649 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,664 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,677 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,691 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,706 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,720 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,737 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,750 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,766 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,782 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,795 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,808 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,824 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,839 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:36,854 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,870 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,882 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-25 15:54:36,896 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:36,910 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:36,924 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:36,939 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:36,957 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:36,971 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:36,986 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,000 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,016 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,031 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,045 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,058 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,073 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,089 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,103 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,118 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,134 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:37,149 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,162 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:37,178 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,193 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,211 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:37,224 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:37,239 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,252 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,268 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,281 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,294 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,310 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,326 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,339 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,355 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,371 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,387 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 15:54:37,404 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,417 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,430 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,445 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,459 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,472 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,486 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,502 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,516 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,529 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:37,544 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:37,559 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,575 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,591 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,604 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,617 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,632 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,648 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,663 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,678 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,691 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:37,704 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,716 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,732 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,748 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,763 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,778 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,789 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,803 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,818 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,833 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:37,846 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:37,861 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,875 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,890 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,904 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,919 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:37,932 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:37,947 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:37,962 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:37,975 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:37,991 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,007 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,022 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,037 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,052 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,067 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,082 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,097 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,112 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,128 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,141 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.878, mIoU: 0.528
2023-07-25 15:54:38,154 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,168 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,184 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,198 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.877, mIoU: 0.528
2023-07-25 15:54:38,215 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.877, mIoU: 0.528
2023-07-25 15:54:38,230 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,241 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,256 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,272 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,287 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,300 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,315 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,330 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,343 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,358 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,373 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,388 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,401 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,413 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,430 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,445 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.877, mIoU: 0.528
2023-07-25 15:54:38,460 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:38,473 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.877, mIoU: 0.527
2023-07-25 15:54:38,488 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.877, mIoU: 0.528
2023-07-25 15:54:38,503 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,518 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,534 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.877, mIoU: 0.529
2023-07-25 15:54:38,547 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 15:54:38,563 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 15:54:38,576 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.877, mIoU: 0.530
2023-07-25 15:54:38,592 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,606 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,620 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,636 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 15:54:38,649 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 15:54:38,665 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 15:54:38,680 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 15:54:38,696 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.878, mIoU: 0.532
2023-07-25 15:54:38,712 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,726 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,741 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,755 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,771 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,786 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,801 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,816 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,826 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,840 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,853 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:38,868 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:38,883 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,898 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:38,911 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,926 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,941 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,955 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.878, mIoU: 0.530
2023-07-25 15:54:38,972 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:38,988 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:39,001 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-25 15:54:39,017 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:39,033 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,048 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,061 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,077 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,092 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,108 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.878, mIoU: 0.531
2023-07-25 15:54:39,121 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,137 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,153 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,166 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,181 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,197 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,210 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,225 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,238 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,253 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,269 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,284 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,299 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,314 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,330 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,343 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.879, mIoU: 0.532
2023-07-25 15:54:39,356 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.879, mIoU: 0.533
2023-07-25 15:54:39,371 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,385 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,398 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,413 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,429 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,444 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,459 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,472 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:39,486 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,502 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,517 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,530 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,545 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,559 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,575 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,590 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,606 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,622 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,637 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,647 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,663 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,680 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,693 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,708 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,724 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,739 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,752 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,767 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,782 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,797 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,812 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 15:54:39,827 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:39,843 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 15:54:39,858 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 15:54:39,871 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 15:54:39,886 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 15:54:39,900 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 15:54:39,914 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,927 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.879, mIoU: 0.530
2023-07-25 15:54:39,943 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,959 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,974 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,982 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.879, mIoU: 0.531
2023-07-25 15:54:39,995 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 15:54:40,009 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 15:54:40,021 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 15:54:40,034 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-25 15:54:40,049 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:54:40,064 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:54:40,079 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 15:54:40,092 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-25 15:54:40,105 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-25 15:54:40,120 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-25 15:54:40,131 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-25 15:54:40,147 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-25 15:54:40,160 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,175 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,190 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,205 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,220 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,231 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,245 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,260 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,275 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,290 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,305 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,318 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,328 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,340 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:40,353 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:40,364 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,380 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,393 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:40,408 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:40,424 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:40,440 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:40,454 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:40,470 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,485 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,500 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,516 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,531 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,546 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,561 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:40,577 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:40,590 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:40,603 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-25 15:54:40,618 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,631 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,647 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,725 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,739 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,753 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,771 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,785 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,797 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,812 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-25 15:54:40,825 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,839 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,854 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,866 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,879 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:40,893 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:40,907 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:40,920 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:40,934 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 15:54:40,948 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 15:54:40,962 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 15:54:40,976 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:40,990 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:41,003 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:41,017 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:41,027 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-25 15:54:41,039 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.880, mIoU: 0.539
2023-07-25 15:54:41,053 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 15:54:41,065 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-25 15:54:41,079 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-25 15:54:41,093 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,107 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,122 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,138 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,152 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,167 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,180 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,196 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,210 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,226 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,241 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,254 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-25 15:54:41,269 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,282 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,298 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:41,313 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:41,329 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,344 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,359 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,372 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,385 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,400 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-25 15:54:41,413 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,426 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,442 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:41,457 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,472 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:41,485 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:41,498 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:41,513 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,528 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:41,544 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:41,557 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,570 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:41,585 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,601 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,616 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,631 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,646 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,662 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,676 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,691 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-25 15:54:41,707 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,722 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:41,736 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:41,751 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,765 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,780 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,796 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,812 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:41,825 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:41,839 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,854 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,871 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,884 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,899 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,914 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,928 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,943 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,958 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,973 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:41,986 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:42,001 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,017 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,030 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,045 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,058 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,067 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,081 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,096 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,109 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,125 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-25 15:54:42,140 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-25 15:54:42,153 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-25 15:54:42,166 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:42,181 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:42,196 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,211 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,228 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,243 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,261 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-25 15:54:42,275 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,289 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,304 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,319 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,334 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,347 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,360 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,375 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,390 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,407 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,422 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,434 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:42,450 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,464 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,477 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,492 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,507 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,522 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,537 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,550 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,565 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,579 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,594 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,609 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,623 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,638 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,652 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,665 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,677 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,693 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,708 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,723 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,738 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,749 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:42,762 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:42,778 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,794 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,807 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,822 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,838 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,853 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,867 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:42,881 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,896 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,909 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,924 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:42,937 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,950 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,965 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:42,980 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:42,995 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,011 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,024 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,039 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,054 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,066 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:43,082 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-25 15:54:43,097 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,112 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,127 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,139 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,152 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,167 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,182 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,197 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,212 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,227 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,244 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,258 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,268 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,283 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-25 15:54:43,299 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,314 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-25 15:54:43,329 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,342 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,356 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:43,371 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-25 15:54:43,384 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,398 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,413 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,428 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,444 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,459 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,474 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,488 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,502 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,515 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.877, mIoU: 0.536
2023-07-25 15:54:43,529 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,545 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,560 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.877, mIoU: 0.536
2023-07-25 15:54:43,573 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,588 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 15:54:43,599 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.877, mIoU: 0.536
2023-07-25 15:54:43,615 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-25 15:54:43,630 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-25 15:54:43,646 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,659 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-25 15:54:43,675 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-25 15:54:43,691 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,707 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,718 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,734 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,749 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,760 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,775 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.878, mIoU: 0.538
2023-07-25 15:54:43,790 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.878, mIoU: 0.538
2023-07-25 15:54:43,805 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,819 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,831 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-25 15:54:43,846 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-25 15:54:43,860 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,875 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,888 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,903 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,916 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,929 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,944 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,958 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,973 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:43,988 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,004 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,017 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,032 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,047 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,063 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-25 15:54:44,078 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 15:54:44,092 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.876, mIoU: 0.534
2023-07-25 15:54:44,105 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,122 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,137 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,153 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,167 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,180 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,196 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.877, mIoU: 0.533
2023-07-25 15:54:44,211 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,226 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,239 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,254 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,269 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,283 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,298 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,313 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,328 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,341 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,355 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,369 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,382 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,396 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,411 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:44,425 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,440 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:44,455 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.876, mIoU: 0.530
2023-07-25 15:54:44,470 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.876, mIoU: 0.531
2023-07-25 15:54:44,485 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.876, mIoU: 0.531
2023-07-25 15:54:44,500 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.876, mIoU: 0.531
2023-07-25 15:54:44,515 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:44,530 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,546 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,560 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,576 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,591 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,604 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,617 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,633 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,649 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,662 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,676 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.876, mIoU: 0.531
2023-07-25 15:54:44,691 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,706 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,721 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,735 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,750 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,765 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,778 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,791 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,803 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,816 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,830 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,844 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,859 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,873 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:44,886 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,901 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,913 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,928 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:44,943 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:44,959 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:44,975 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:44,991 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.874, mIoU: 0.530
2023-07-25 15:54:45,004 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:45,019 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:45,035 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,048 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,064 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,080 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,096 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,109 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,124 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,139 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,154 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,169 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,182 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,197 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,213 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,229 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,243 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,256 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,270 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,286 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,301 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,316 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,331 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,346 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,362 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,372 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,387 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,400 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,414 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,431 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,448 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,462 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,475 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,488 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,502 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,517 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,531 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,546 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,561 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:45,574 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:45,589 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:45,604 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:45,617 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:45,632 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,647 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,660 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,674 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,686 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,703 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 15:54:45,718 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,734 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,749 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,763 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,776 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,791 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:45,806 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,821 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,835 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,848 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,864 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,879 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,894 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-25 15:54:45,907 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,922 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,938 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,954 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,969 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-25 15:54:45,984 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:45,992 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,006 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,019 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,032 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,047 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-25 15:54:46,062 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-25 15:54:46,076 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,092 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,108 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,124 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 15:54:46,140 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:46,154 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:46,169 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,186 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,201 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,217 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,232 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,250 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:46,263 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.875, mIoU: 0.531
2023-07-25 15:54:46,278 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,293 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,308 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,322 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,335 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,350 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,366 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,381 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.875, mIoU: 0.530
2023-07-25 15:54:46,396 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,411 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,426 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,441 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,454 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,469 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,482 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,497 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,513 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,528 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:46,543 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,556 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,572 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,586 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,602 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,617 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,632 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,647 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,662 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,676 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,691 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,704 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,719 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,734 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,750 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,765 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,780 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,795 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,804 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,820 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,833 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,848 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,863 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,878 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,893 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,905 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,915 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,931 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,946 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,961 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,974 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:46,989 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,004 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,017 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,032 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,047 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,061 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,077 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,090 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,105 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,121 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,136 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,150 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:47,166 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.875, mIoU: 0.528
2023-07-25 15:54:47,182 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.875, mIoU: 0.529
2023-07-25 15:54:47,197 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 15:54:47,214 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:47,227 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:47,241 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-25 15:54:47,256 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.874, mIoU: 0.527
2023-07-25 15:54:47,273 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-25 15:55:04,400 semantic_segmentation INFO: Iters: 58410/150000 || Lr: 0.012830 || Task Loss: 0.5948 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:46 || Estimated Time: 1 day, 21:40:35
2023-07-25 15:55:21,547 semantic_segmentation INFO: Iters: 58420/150000 || Lr: 0.012828 || Task Loss: 0.8768 || KD Loss: 0.2665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:03 || Estimated Time: 1 day, 21:40:16
2023-07-25 15:55:38,836 semantic_segmentation INFO: Iters: 58430/150000 || Lr: 0.012827 || Task Loss: 0.6441 || KD Loss: 0.1673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:21 || Estimated Time: 1 day, 21:39:57
2023-07-25 15:55:56,069 semantic_segmentation INFO: Iters: 58440/150000 || Lr: 0.012826 || Task Loss: 0.5776 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:38 || Estimated Time: 1 day, 21:39:38
2023-07-25 15:56:13,334 semantic_segmentation INFO: Iters: 58450/150000 || Lr: 0.012825 || Task Loss: 0.4671 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:55 || Estimated Time: 1 day, 21:39:19
2023-07-25 15:56:30,590 semantic_segmentation INFO: Iters: 58460/150000 || Lr: 0.012823 || Task Loss: 0.4522 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:12 || Estimated Time: 1 day, 21:39:00
2023-07-25 15:56:47,836 semantic_segmentation INFO: Iters: 58470/150000 || Lr: 0.012822 || Task Loss: 0.7160 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:30 || Estimated Time: 1 day, 21:38:41
2023-07-25 15:57:05,369 semantic_segmentation INFO: Iters: 58480/150000 || Lr: 0.012821 || Task Loss: 0.5805 || KD Loss: 0.1622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:47 || Estimated Time: 1 day, 21:38:22
2023-07-25 15:57:22,633 semantic_segmentation INFO: Iters: 58490/150000 || Lr: 0.012820 || Task Loss: 0.6193 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:10:04 || Estimated Time: 1 day, 21:38:03
2023-07-25 15:57:39,909 semantic_segmentation INFO: Iters: 58500/150000 || Lr: 0.012818 || Task Loss: 0.4346 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:10:22 || Estimated Time: 1 day, 21:37:44
2023-07-25 15:57:57,520 semantic_segmentation INFO: Iters: 58510/150000 || Lr: 0.012817 || Task Loss: 0.8813 || KD Loss: 0.2709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:10:39 || Estimated Time: 1 day, 21:37:26
2023-07-25 15:58:14,702 semantic_segmentation INFO: Iters: 58520/150000 || Lr: 0.012816 || Task Loss: 0.5592 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:10:56 || Estimated Time: 1 day, 21:37:06
2023-07-25 15:58:31,918 semantic_segmentation INFO: Iters: 58530/150000 || Lr: 0.012815 || Task Loss: 0.6723 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:14 || Estimated Time: 1 day, 21:36:47
2023-07-25 15:58:49,129 semantic_segmentation INFO: Iters: 58540/150000 || Lr: 0.012813 || Task Loss: 0.5489 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:31 || Estimated Time: 1 day, 21:36:28
2023-07-25 15:59:06,433 semantic_segmentation INFO: Iters: 58550/150000 || Lr: 0.012812 || Task Loss: 0.6370 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:48 || Estimated Time: 1 day, 21:36:09
2023-07-25 15:59:23,735 semantic_segmentation INFO: Iters: 58560/150000 || Lr: 0.012811 || Task Loss: 0.6762 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:06 || Estimated Time: 1 day, 21:35:50
2023-07-25 15:59:41,000 semantic_segmentation INFO: Iters: 58570/150000 || Lr: 0.012809 || Task Loss: 1.0280 || KD Loss: 0.3231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:23 || Estimated Time: 1 day, 21:35:31
2023-07-25 15:59:58,586 semantic_segmentation INFO: Iters: 58580/150000 || Lr: 0.012808 || Task Loss: 0.5378 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:40 || Estimated Time: 1 day, 21:35:13
2023-07-25 16:00:15,951 semantic_segmentation INFO: Iters: 58590/150000 || Lr: 0.012807 || Task Loss: 0.6327 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:58 || Estimated Time: 1 day, 21:34:54
2023-07-25 16:00:33,117 semantic_segmentation INFO: Iters: 58600/150000 || Lr: 0.012806 || Task Loss: 0.5507 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:15 || Estimated Time: 1 day, 21:34:35
2023-07-25 16:00:50,548 semantic_segmentation INFO: Iters: 58610/150000 || Lr: 0.012804 || Task Loss: 0.8774 || KD Loss: 0.2116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:32 || Estimated Time: 1 day, 21:34:16
2023-07-25 16:01:07,737 semantic_segmentation INFO: Iters: 58620/150000 || Lr: 0.012803 || Task Loss: 0.5806 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:50 || Estimated Time: 1 day, 21:33:57
2023-07-25 16:01:24,981 semantic_segmentation INFO: Iters: 58630/150000 || Lr: 0.012802 || Task Loss: 0.3919 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:07 || Estimated Time: 1 day, 21:33:38
2023-07-25 16:01:42,291 semantic_segmentation INFO: Iters: 58640/150000 || Lr: 0.012801 || Task Loss: 0.7492 || KD Loss: 0.2471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:24 || Estimated Time: 1 day, 21:33:19
2023-07-25 16:01:59,498 semantic_segmentation INFO: Iters: 58650/150000 || Lr: 0.012799 || Task Loss: 0.7589 || KD Loss: 0.2347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:41 || Estimated Time: 1 day, 21:33:00
2023-07-25 16:02:17,072 semantic_segmentation INFO: Iters: 58660/150000 || Lr: 0.012798 || Task Loss: 0.5129 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:59 || Estimated Time: 1 day, 21:32:41
2023-07-25 16:02:34,294 semantic_segmentation INFO: Iters: 58670/150000 || Lr: 0.012797 || Task Loss: 0.6311 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:16 || Estimated Time: 1 day, 21:32:22
2023-07-25 16:02:51,590 semantic_segmentation INFO: Iters: 58680/150000 || Lr: 0.012796 || Task Loss: 0.9563 || KD Loss: 0.3948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:33 || Estimated Time: 1 day, 21:32:03
2023-07-25 16:03:08,807 semantic_segmentation INFO: Iters: 58690/150000 || Lr: 0.012794 || Task Loss: 0.5969 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:51 || Estimated Time: 1 day, 21:31:44
2023-07-25 16:03:26,002 semantic_segmentation INFO: Iters: 58700/150000 || Lr: 0.012793 || Task Loss: 0.5874 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:08 || Estimated Time: 1 day, 21:31:25
2023-07-25 16:03:43,229 semantic_segmentation INFO: Iters: 58710/150000 || Lr: 0.012792 || Task Loss: 0.8726 || KD Loss: 0.2972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:25 || Estimated Time: 1 day, 21:31:06
2023-07-25 16:04:00,521 semantic_segmentation INFO: Iters: 58720/150000 || Lr: 0.012791 || Task Loss: 0.5154 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:42 || Estimated Time: 1 day, 21:30:47
2023-07-25 16:04:17,787 semantic_segmentation INFO: Iters: 58730/150000 || Lr: 0.012789 || Task Loss: 0.6366 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:00 || Estimated Time: 1 day, 21:30:28
2023-07-25 16:04:35,025 semantic_segmentation INFO: Iters: 58740/150000 || Lr: 0.012788 || Task Loss: 0.5922 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:17 || Estimated Time: 1 day, 21:30:09
2023-07-25 16:04:52,443 semantic_segmentation INFO: Iters: 58750/150000 || Lr: 0.012787 || Task Loss: 0.7139 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:34 || Estimated Time: 1 day, 21:29:50
2023-07-25 16:05:09,714 semantic_segmentation INFO: Iters: 58760/150000 || Lr: 0.012786 || Task Loss: 0.6503 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:51 || Estimated Time: 1 day, 21:29:31
2023-07-25 16:05:27,026 semantic_segmentation INFO: Iters: 58770/150000 || Lr: 0.012784 || Task Loss: 0.6572 || KD Loss: 0.2146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:09 || Estimated Time: 1 day, 21:29:12
2023-07-25 16:05:44,655 semantic_segmentation INFO: Iters: 58780/150000 || Lr: 0.012783 || Task Loss: 0.5090 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:26 || Estimated Time: 1 day, 21:28:54
2023-07-25 16:06:01,863 semantic_segmentation INFO: Iters: 58790/150000 || Lr: 0.012782 || Task Loss: 0.5616 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:44 || Estimated Time: 1 day, 21:28:35
2023-07-25 16:06:19,163 semantic_segmentation INFO: Iters: 58800/150000 || Lr: 0.012780 || Task Loss: 0.5015 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:01 || Estimated Time: 1 day, 21:28:16
2023-07-25 16:06:36,486 semantic_segmentation INFO: Iters: 58810/150000 || Lr: 0.012779 || Task Loss: 0.6535 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:18 || Estimated Time: 1 day, 21:27:57
2023-07-25 16:06:53,792 semantic_segmentation INFO: Iters: 58820/150000 || Lr: 0.012778 || Task Loss: 0.4377 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:36 || Estimated Time: 1 day, 21:27:38
2023-07-25 16:07:11,097 semantic_segmentation INFO: Iters: 58830/150000 || Lr: 0.012777 || Task Loss: 0.8038 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:53 || Estimated Time: 1 day, 21:27:19
2023-07-25 16:07:28,356 semantic_segmentation INFO: Iters: 58840/150000 || Lr: 0.012775 || Task Loss: 0.6969 || KD Loss: 0.2326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:10 || Estimated Time: 1 day, 21:27:00
2023-07-25 16:07:45,609 semantic_segmentation INFO: Iters: 58850/150000 || Lr: 0.012774 || Task Loss: 0.5752 || KD Loss: 0.1870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:27 || Estimated Time: 1 day, 21:26:41
2023-07-25 16:08:02,803 semantic_segmentation INFO: Iters: 58860/150000 || Lr: 0.012773 || Task Loss: 0.6067 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:45 || Estimated Time: 1 day, 21:26:22
2023-07-25 16:08:20,106 semantic_segmentation INFO: Iters: 58870/150000 || Lr: 0.012772 || Task Loss: 0.5191 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:02 || Estimated Time: 1 day, 21:26:03
2023-07-25 16:08:37,398 semantic_segmentation INFO: Iters: 58880/150000 || Lr: 0.012770 || Task Loss: 0.6842 || KD Loss: 0.2425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:19 || Estimated Time: 1 day, 21:25:44
2023-07-25 16:08:54,681 semantic_segmentation INFO: Iters: 58890/150000 || Lr: 0.012769 || Task Loss: 0.6840 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:36 || Estimated Time: 1 day, 21:25:25
2023-07-25 16:09:12,219 semantic_segmentation INFO: Iters: 58900/150000 || Lr: 0.012768 || Task Loss: 0.5089 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:54 || Estimated Time: 1 day, 21:25:06
2023-07-25 16:09:29,498 semantic_segmentation INFO: Iters: 58910/150000 || Lr: 0.012767 || Task Loss: 0.5453 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:11 || Estimated Time: 1 day, 21:24:47
2023-07-25 16:09:47,017 semantic_segmentation INFO: Iters: 58920/150000 || Lr: 0.012765 || Task Loss: 0.7345 || KD Loss: 0.1984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:29 || Estimated Time: 1 day, 21:24:29
2023-07-25 16:10:04,311 semantic_segmentation INFO: Iters: 58930/150000 || Lr: 0.012764 || Task Loss: 0.6532 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:46 || Estimated Time: 1 day, 21:24:10
2023-07-25 16:10:22,107 semantic_segmentation INFO: Iters: 58940/150000 || Lr: 0.012763 || Task Loss: 0.7736 || KD Loss: 0.2817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:04 || Estimated Time: 1 day, 21:23:51
2023-07-25 16:10:39,264 semantic_segmentation INFO: Iters: 58950/150000 || Lr: 0.012762 || Task Loss: 0.6523 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:21 || Estimated Time: 1 day, 21:23:32
2023-07-25 16:10:56,679 semantic_segmentation INFO: Iters: 58960/150000 || Lr: 0.012760 || Task Loss: 0.7157 || KD Loss: 0.2410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:38 || Estimated Time: 1 day, 21:23:13
2023-07-25 16:11:13,964 semantic_segmentation INFO: Iters: 58970/150000 || Lr: 0.012759 || Task Loss: 0.4497 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:56 || Estimated Time: 1 day, 21:22:54
2023-07-25 16:11:31,262 semantic_segmentation INFO: Iters: 58980/150000 || Lr: 0.012758 || Task Loss: 0.5901 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:13 || Estimated Time: 1 day, 21:22:36
2023-07-25 16:11:48,468 semantic_segmentation INFO: Iters: 58990/150000 || Lr: 0.012757 || Task Loss: 0.6008 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:30 || Estimated Time: 1 day, 21:22:16
2023-07-25 16:12:05,748 semantic_segmentation INFO: Iters: 59000/150000 || Lr: 0.012755 || Task Loss: 0.4811 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:48 || Estimated Time: 1 day, 21:21:57
2023-07-25 16:12:23,320 semantic_segmentation INFO: Iters: 59010/150000 || Lr: 0.012754 || Task Loss: 0.4059 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:05 || Estimated Time: 1 day, 21:21:39
2023-07-25 16:12:40,515 semantic_segmentation INFO: Iters: 59020/150000 || Lr: 0.012753 || Task Loss: 0.5504 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:22 || Estimated Time: 1 day, 21:21:20
2023-07-25 16:12:57,786 semantic_segmentation INFO: Iters: 59030/150000 || Lr: 0.012751 || Task Loss: 0.4468 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:40 || Estimated Time: 1 day, 21:21:01
2023-07-25 16:13:15,011 semantic_segmentation INFO: Iters: 59040/150000 || Lr: 0.012750 || Task Loss: 0.4438 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:57 || Estimated Time: 1 day, 21:20:42
2023-07-25 16:13:32,228 semantic_segmentation INFO: Iters: 59050/150000 || Lr: 0.012749 || Task Loss: 0.7113 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:14 || Estimated Time: 1 day, 21:20:23
2023-07-25 16:13:49,449 semantic_segmentation INFO: Iters: 59060/150000 || Lr: 0.012748 || Task Loss: 0.7669 || KD Loss: 0.2314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:31 || Estimated Time: 1 day, 21:20:04
2023-07-25 16:14:06,896 semantic_segmentation INFO: Iters: 59070/150000 || Lr: 0.012746 || Task Loss: 0.6105 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:49 || Estimated Time: 1 day, 21:19:45
2023-07-25 16:14:24,243 semantic_segmentation INFO: Iters: 59080/150000 || Lr: 0.012745 || Task Loss: 0.5458 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:06 || Estimated Time: 1 day, 21:19:26
2023-07-25 16:14:41,863 semantic_segmentation INFO: Iters: 59090/150000 || Lr: 0.012744 || Task Loss: 0.5636 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:24 || Estimated Time: 1 day, 21:19:08
2023-07-25 16:14:59,245 semantic_segmentation INFO: Iters: 59100/150000 || Lr: 0.012743 || Task Loss: 0.6942 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:41 || Estimated Time: 1 day, 21:18:49
2023-07-25 16:15:16,865 semantic_segmentation INFO: Iters: 59110/150000 || Lr: 0.012741 || Task Loss: 0.5080 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:59 || Estimated Time: 1 day, 21:18:30
2023-07-25 16:15:34,076 semantic_segmentation INFO: Iters: 59120/150000 || Lr: 0.012740 || Task Loss: 0.5286 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:16 || Estimated Time: 1 day, 21:18:11
2023-07-25 16:15:51,607 semantic_segmentation INFO: Iters: 59130/150000 || Lr: 0.012739 || Task Loss: 0.5124 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:33 || Estimated Time: 1 day, 21:17:53
2023-07-25 16:16:08,907 semantic_segmentation INFO: Iters: 59140/150000 || Lr: 0.012738 || Task Loss: 0.7149 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:51 || Estimated Time: 1 day, 21:17:34
2023-07-25 16:16:26,277 semantic_segmentation INFO: Iters: 59150/150000 || Lr: 0.012736 || Task Loss: 0.4811 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:08 || Estimated Time: 1 day, 21:17:15
2023-07-25 16:16:43,582 semantic_segmentation INFO: Iters: 59160/150000 || Lr: 0.012735 || Task Loss: 0.4525 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:25 || Estimated Time: 1 day, 21:16:56
2023-07-25 16:17:00,891 semantic_segmentation INFO: Iters: 59170/150000 || Lr: 0.012734 || Task Loss: 0.4123 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:43 || Estimated Time: 1 day, 21:16:37
2023-07-25 16:17:18,118 semantic_segmentation INFO: Iters: 59180/150000 || Lr: 0.012733 || Task Loss: 0.6064 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:00 || Estimated Time: 1 day, 21:16:18
2023-07-25 16:17:35,415 semantic_segmentation INFO: Iters: 59190/150000 || Lr: 0.012731 || Task Loss: 0.4374 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:17 || Estimated Time: 1 day, 21:15:59
2023-07-25 16:17:52,718 semantic_segmentation INFO: Iters: 59200/150000 || Lr: 0.012730 || Task Loss: 0.8076 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:35 || Estimated Time: 1 day, 21:15:40
2023-07-25 16:17:52,841 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 16:17:53,243 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-25 16:17:53,279 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-25 16:17:53,292 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.138
2023-07-25 16:17:53,306 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.942, mIoU: 0.132
2023-07-25 16:17:53,319 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.917, mIoU: 0.202
2023-07-25 16:17:53,331 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.929, mIoU: 0.249
2023-07-25 16:17:53,345 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.287
2023-07-25 16:17:53,359 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.292
2023-07-25 16:17:53,371 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.926, mIoU: 0.300
2023-07-25 16:17:53,385 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.924, mIoU: 0.340
2023-07-25 16:17:53,399 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.909, mIoU: 0.341
2023-07-25 16:17:53,414 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.912, mIoU: 0.347
2023-07-25 16:17:53,427 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.879, mIoU: 0.319
2023-07-25 16:17:53,441 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.882, mIoU: 0.318
2023-07-25 16:17:53,455 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.884, mIoU: 0.308
2023-07-25 16:17:53,468 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.888, mIoU: 0.305
2023-07-25 16:17:53,478 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.885, mIoU: 0.302
2023-07-25 16:17:53,491 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.887, mIoU: 0.301
2023-07-25 16:17:53,505 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.890, mIoU: 0.309
2023-07-25 16:17:53,521 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.893, mIoU: 0.352
2023-07-25 16:17:53,535 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.898, mIoU: 0.359
2023-07-25 16:17:53,550 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.367
2023-07-25 16:17:53,565 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.394
2023-07-25 16:17:53,581 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.898, mIoU: 0.407
2023-07-25 16:17:53,596 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.414
2023-07-25 16:17:53,611 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.425
2023-07-25 16:17:53,627 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.423
2023-07-25 16:17:53,639 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.416
2023-07-25 16:17:53,655 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.895, mIoU: 0.408
2023-07-25 16:17:53,671 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.408
2023-07-25 16:17:53,686 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.411
2023-07-25 16:17:53,702 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.903, mIoU: 0.410
2023-07-25 16:17:53,718 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.906, mIoU: 0.417
2023-07-25 16:17:53,733 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.415
2023-07-25 16:17:53,749 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.445
2023-07-25 16:17:53,765 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.445
2023-07-25 16:17:53,778 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.906, mIoU: 0.444
2023-07-25 16:17:53,791 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.908, mIoU: 0.469
2023-07-25 16:17:53,808 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.906, mIoU: 0.468
2023-07-25 16:17:53,821 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.468
2023-07-25 16:17:53,835 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.491
2023-07-25 16:17:53,850 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.485
2023-07-25 16:17:53,864 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.484
2023-07-25 16:17:53,878 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.483
2023-07-25 16:17:53,893 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.486
2023-07-25 16:17:53,908 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.489
2023-07-25 16:17:53,922 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.906, mIoU: 0.493
2023-07-25 16:17:53,934 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.907, mIoU: 0.494
2023-07-25 16:17:53,949 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.906, mIoU: 0.485
2023-07-25 16:17:53,965 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.905, mIoU: 0.485
2023-07-25 16:17:53,981 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.906, mIoU: 0.484
2023-07-25 16:17:53,996 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.908, mIoU: 0.484
2023-07-25 16:17:54,010 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-25 16:17:54,026 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-25 16:17:54,042 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.908, mIoU: 0.482
2023-07-25 16:17:54,056 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.481
2023-07-25 16:17:54,072 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-25 16:17:54,089 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.909, mIoU: 0.479
2023-07-25 16:17:54,103 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.909, mIoU: 0.482
2023-07-25 16:17:54,119 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.478
2023-07-25 16:17:54,133 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.900, mIoU: 0.485
2023-07-25 16:17:54,148 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.901, mIoU: 0.483
2023-07-25 16:17:54,162 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.482
2023-07-25 16:17:54,181 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.903, mIoU: 0.488
2023-07-25 16:17:54,195 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.904, mIoU: 0.500
2023-07-25 16:17:54,211 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.904, mIoU: 0.500
2023-07-25 16:17:54,226 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.906, mIoU: 0.501
2023-07-25 16:17:54,240 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.499
2023-07-25 16:17:54,255 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-25 16:17:54,271 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.903, mIoU: 0.504
2023-07-25 16:17:54,287 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.903, mIoU: 0.526
2023-07-25 16:17:54,301 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.904, mIoU: 0.527
2023-07-25 16:17:54,317 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.903, mIoU: 0.520
2023-07-25 16:17:54,332 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.904, mIoU: 0.520
2023-07-25 16:17:54,347 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.905, mIoU: 0.526
2023-07-25 16:17:54,362 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.904, mIoU: 0.519
2023-07-25 16:17:54,378 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.900, mIoU: 0.515
2023-07-25 16:17:54,387 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.514
2023-07-25 16:17:54,403 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.522
2023-07-25 16:17:54,420 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.900, mIoU: 0.525
2023-07-25 16:17:54,433 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.527
2023-07-25 16:17:54,449 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.900, mIoU: 0.527
2023-07-25 16:17:54,464 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.899, mIoU: 0.526
2023-07-25 16:17:54,480 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.896, mIoU: 0.512
2023-07-25 16:17:54,496 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.894, mIoU: 0.506
2023-07-25 16:17:54,511 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.895, mIoU: 0.509
2023-07-25 16:17:54,527 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.895, mIoU: 0.508
2023-07-25 16:17:54,542 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.893, mIoU: 0.504
2023-07-25 16:17:54,557 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.891, mIoU: 0.516
2023-07-25 16:17:54,571 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.891, mIoU: 0.516
2023-07-25 16:17:54,586 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.891, mIoU: 0.521
2023-07-25 16:17:54,602 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.891, mIoU: 0.521
2023-07-25 16:17:54,617 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 16:17:54,632 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 16:17:54,648 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 16:17:54,664 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 16:17:54,677 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 16:17:54,691 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:17:54,707 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 16:17:54,720 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 16:17:54,736 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 16:17:54,751 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.890, mIoU: 0.537
2023-07-25 16:17:54,765 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-25 16:17:54,780 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 16:17:54,795 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 16:17:54,808 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 16:17:54,824 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 16:17:54,839 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 16:17:54,853 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 16:17:54,866 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 16:17:54,880 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 16:17:54,893 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 16:17:54,909 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-25 16:17:54,924 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 16:17:54,939 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 16:17:54,953 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 16:17:54,966 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.889, mIoU: 0.534
2023-07-25 16:17:54,981 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.889, mIoU: 0.533
2023-07-25 16:17:54,995 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 16:17:55,009 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.887, mIoU: 0.529
2023-07-25 16:17:55,025 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.888, mIoU: 0.529
2023-07-25 16:17:55,039 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 16:17:55,052 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.889, mIoU: 0.526
2023-07-25 16:17:55,068 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 16:17:55,084 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-25 16:17:55,093 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 16:17:55,106 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.890, mIoU: 0.526
2023-07-25 16:17:55,123 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.887, mIoU: 0.521
2023-07-25 16:17:55,132 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.888, mIoU: 0.522
2023-07-25 16:17:55,146 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-25 16:17:55,162 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-25 16:17:55,178 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 16:17:55,191 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-25 16:17:55,207 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.891, mIoU: 0.529
2023-07-25 16:17:55,221 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 16:17:55,234 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 16:17:55,250 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.889, mIoU: 0.532
2023-07-25 16:17:55,264 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.889, mIoU: 0.532
2023-07-25 16:17:55,280 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.890, mIoU: 0.533
2023-07-25 16:17:55,294 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 16:17:55,309 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 16:17:55,325 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 16:17:55,340 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 16:17:55,357 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 16:17:55,372 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 16:17:55,387 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.890, mIoU: 0.533
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2023-07-25 16:18:01,228 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 16:18:01,243 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:01,255 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:01,269 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:01,283 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:01,298 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:01,313 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 16:18:01,325 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:18:01,340 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:18:01,355 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:18:01,371 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:18:01,384 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:18:01,400 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,415 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,429 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,444 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,459 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,474 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,489 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,502 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,518 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,533 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,549 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:18:01,560 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:01,575 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:18:01,590 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:18:01,603 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,619 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,632 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,648 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,663 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,679 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,692 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,705 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,718 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,733 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,748 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,764 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,779 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,794 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:01,807 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:18:01,822 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,838 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,851 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,866 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,882 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,897 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,911 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,926 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,938 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,952 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:01,967 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:01,982 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:01,997 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:02,012 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,024 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,039 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,055 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,070 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,084 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,099 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,114 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.888, mIoU: 0.536
2023-07-25 16:18:02,130 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,145 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:18:02,161 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,176 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 16:18:02,191 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 16:18:02,206 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.889, mIoU: 0.539
2023-07-25 16:18:02,221 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:02,235 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:02,250 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:18:02,265 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:18:02,280 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,293 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,309 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,322 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,337 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,352 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,368 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:18:02,383 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,398 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:18:02,413 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:18:02,428 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:18:02,443 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:02,458 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:02,473 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 16:18:02,492 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:02,507 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,523 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:18:02,533 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,547 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,562 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,575 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,591 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:18:02,604 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:18:02,617 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,633 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,649 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,664 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,680 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,694 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,708 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:18:02,721 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:18:02,736 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,751 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,766 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,781 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 16:18:02,796 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,811 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,824 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,840 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:18:02,855 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:18:02,868 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:02,882 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:02,896 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,912 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:02,928 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:02,941 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:02,956 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,972 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:02,987 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:03,001 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:18:03,015 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:03,022 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:03,038 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.889, mIoU: 0.542
2023-07-25 16:18:03,054 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,069 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:18:03,086 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,101 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,117 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,133 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,148 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,161 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,176 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 16:18:03,191 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:18:03,206 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:18:03,221 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 16:18:03,234 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 16:18:03,247 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 16:18:03,260 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 16:18:03,274 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:18:03,288 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:03,301 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 16:18:03,315 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,329 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,345 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,357 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,371 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,384 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,396 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:18:03,411 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:18:03,426 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,442 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,457 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:03,473 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:03,488 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,502 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:03,518 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:03,534 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,551 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,567 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:03,582 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,598 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,611 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,624 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,638 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,653 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,670 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,683 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,697 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,712 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 16:18:03,757 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,773 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:03,786 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,802 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 16:18:03,830 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.891, mIoU: 0.548
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2023-07-25 16:18:03,859 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,875 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:18:03,889 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:03,905 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:03,920 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:03,933 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:03,947 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:03,962 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:03,977 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:03,993 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:04,008 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:04,020 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:04,033 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,047 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,061 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,076 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,094 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,108 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,124 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,138 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,153 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,168 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,182 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,195 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,210 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,225 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,239 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,254 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,269 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,284 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,297 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:04,312 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,328 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,345 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,358 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,372 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:04,385 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,401 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,414 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,427 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,442 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,457 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,470 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,487 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,503 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,520 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,536 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,550 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:04,563 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,578 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,592 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,605 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,619 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,635 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,649 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,662 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,677 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,693 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,708 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,723 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,737 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,750 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,765 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,780 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,795 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,810 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:04,823 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:04,836 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,847 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,863 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:04,878 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,893 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,907 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:04,919 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,932 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,947 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,962 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,975 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:04,990 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:05,003 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:05,019 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,033 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,048 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,061 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,077 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,093 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:05,107 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:18:05,123 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:05,139 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:05,154 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:18:05,170 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:18:05,185 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:18:05,200 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:05,215 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:05,229 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,244 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,259 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,273 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,286 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,300 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,317 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,331 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,348 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,363 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,375 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,390 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,407 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,422 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,435 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,451 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,466 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,480 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,494 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,511 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,526 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,539 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,551 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,568 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,583 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,598 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,612 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,627 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,642 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:18:05,657 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,673 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,686 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,701 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,715 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,730 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,745 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:18:05,758 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,774 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,788 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:05,803 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,818 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,833 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,847 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,862 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,877 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:18:05,891 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,907 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,922 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:05,938 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,954 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,964 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,979 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:05,993 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,008 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,023 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,039 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,052 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,067 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,082 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,097 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,113 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,129 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,142 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,157 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,172 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,188 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,201 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,216 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:18:06,231 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,246 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,260 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,275 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,290 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,303 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,317 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,332 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,345 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,360 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,373 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:18:06,387 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,403 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,417 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,432 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,447 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,462 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:06,475 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:06,488 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:06,503 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,517 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,530 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,546 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:06,561 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,577 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,593 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,606 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,619 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,636 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,651 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:06,664 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,679 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,693 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,708 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,723 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,739 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 16:18:06,754 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,769 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,778 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 16:18:06,794 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.892, mIoU: 0.545
2023-07-25 16:18:06,810 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,823 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,837 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,852 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,867 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,880 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,895 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,910 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:06,925 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,940 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,955 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,971 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:06,987 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:07,000 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:07,015 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:07,030 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:07,044 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 16:18:07,057 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,072 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,087 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,102 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,109 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,123 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:18:07,136 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:07,148 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:07,160 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:18:07,175 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:07,190 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:07,205 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:07,217 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:07,231 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:07,246 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:07,257 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:07,272 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,286 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:18:07,301 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:18:07,316 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:18:07,331 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,346 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,358 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,371 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,386 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,401 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,416 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,431 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,444 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,453 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,465 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,478 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,489 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,504 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,516 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:18:07,531 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,547 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:07,563 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:18:07,577 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:18:07,593 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,608 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,623 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,639 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,654 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,668 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:18:07,684 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:07,700 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-25 16:18:07,714 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:07,727 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:07,743 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,755 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,772 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,785 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:07,801 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:07,816 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,834 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,850 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,863 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,878 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:07,893 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:07,907 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-25 16:18:07,922 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-25 16:18:07,935 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-25 16:18:07,948 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-25 16:18:07,964 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-25 16:18:07,979 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-25 16:18:07,994 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-25 16:18:08,010 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,026 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,042 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,057 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,072 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,085 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,100 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,110 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,123 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,138 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 16:18:08,150 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,165 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,180 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,195 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,211 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,227 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,242 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,257 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,269 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,285 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,298 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,313 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,328 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,341 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,356 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,369 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,384 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,399 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,414 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,429 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,444 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,457 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,470 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,486 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-25 16:18:08,499 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,512 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,528 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,543 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,558 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,571 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,584 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,600 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,616 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,632 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,645 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,658 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,673 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,688 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,703 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,718 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,733 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 16:18:08,748 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,762 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,777 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,793 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,808 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:18:08,823 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,838 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:18:08,851 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,866 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,881 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:18:08,897 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:18:08,909 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:18:08,924 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:08,939 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:08,954 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:08,967 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:08,982 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:08,997 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,011 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,027 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,042 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,057 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,070 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,085 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,102 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,115 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,130 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,143 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,152 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,167 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,183 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,197 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,212 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,228 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,241 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:18:09,255 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,270 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,285 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:18:09,301 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:18:09,318 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,332 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,349 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,364 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,377 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,392 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,408 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:18:09,423 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,435 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,449 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,464 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,479 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,494 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,509 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,522 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,537 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,551 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:18:09,564 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,579 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,595 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,610 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,624 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,638 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,652 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,667 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,682 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,697 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,710 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,726 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,739 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,752 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,765 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,780 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,795 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,810 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,825 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,835 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,849 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,865 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,881 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,894 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 16:18:09,909 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,926 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,941 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,954 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,969 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,984 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:09,997 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:10,012 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:10,025 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:10,038 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:10,054 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 16:18:10,069 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 16:18:10,084 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 16:18:10,099 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 16:18:10,112 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 16:18:10,127 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 16:18:10,143 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 16:18:10,155 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 16:18:10,170 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 16:18:10,186 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 16:18:10,201 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 16:18:10,216 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 16:18:10,228 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 16:18:10,241 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,257 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,272 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,286 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,299 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,314 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,331 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,344 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,355 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,370 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,385 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,400 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,415 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 16:18:10,429 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 16:18:10,444 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 16:18:10,459 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 16:18:10,472 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,488 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,503 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,518 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,534 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,550 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:10,565 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:10,579 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,594 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,608 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,622 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,637 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,653 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,666 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,681 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,693 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,708 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,724 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,739 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 16:18:10,751 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,767 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,783 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 16:18:10,798 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,810 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,825 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 16:18:10,840 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,851 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 16:18:10,866 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 16:18:10,882 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 16:18:10,897 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,910 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,923 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,938 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:10,953 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:10,968 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:10,981 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:10,997 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:11,010 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:11,024 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:11,039 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,054 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,069 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,085 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,102 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,115 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,131 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,146 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,161 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,176 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,190 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,203 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,220 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,235 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,250 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,264 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,277 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,292 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,307 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,320 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,333 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,349 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,364 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,379 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,394 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,409 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:18:11,425 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,438 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,452 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,467 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,480 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,495 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,510 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,526 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,541 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,556 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:11,571 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,585 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,600 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,615 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,630 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:11,645 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,660 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,676 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,691 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,704 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,717 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,733 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,748 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,762 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,777 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,793 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,808 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,823 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,838 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,853 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,868 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,881 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,895 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,908 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,922 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:11,935 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:11,950 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,965 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,978 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:11,991 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,006 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,018 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,032 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,047 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,063 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,079 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,094 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,107 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,123 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:12,138 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,152 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,168 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,184 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,200 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,213 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,229 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:12,245 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,259 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,274 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,286 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,301 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,316 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,331 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,346 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,359 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,374 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 16:18:12,389 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,404 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,419 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 16:18:12,433 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,449 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,464 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 16:18:12,476 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 16:18:12,490 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 16:18:12,504 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 16:18:12,517 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,534 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,549 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,563 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,576 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,589 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,603 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,618 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:12,632 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,648 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,663 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,676 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,691 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,707 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,721 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,736 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,751 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,764 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:12,780 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:12,792 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:12,807 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 16:18:12,823 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,838 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,853 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,866 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,879 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,893 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,908 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,922 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,936 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,948 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,963 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,978 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:12,993 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,006 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,021 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,037 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,053 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,068 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,083 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,091 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,107 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,120 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,133 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,149 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,164 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,179 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,195 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,211 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,226 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 16:18:13,242 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,256 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,271 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:13,287 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 16:18:13,303 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,318 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,333 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,350 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,363 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,378 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,393 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,408 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,421 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:18:13,434 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,449 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,464 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,479 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 16:18:13,494 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,510 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:13,525 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:13,541 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:18:13,554 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,569 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,583 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,598 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,614 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,629 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,644 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,658 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,673 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,688 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,704 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,719 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,734 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,749 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,764 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,777 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,792 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,805 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,820 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,835 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,850 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,865 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:13,881 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:18:13,895 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,905 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,920 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,933 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,948 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:13,964 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,979 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:13,994 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,006 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,015 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,032 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,048 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,063 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,076 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,091 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,106 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,119 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,134 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,149 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,162 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,177 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,189 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,204 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,218 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,232 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,245 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:18:14,259 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,274 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,288 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:18:14,303 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:18:14,316 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:18:14,330 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:18:14,345 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:18:14,362 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:18:31,982 semantic_segmentation INFO: Iters: 59210/150000 || Lr: 0.012729 || Task Loss: 0.7801 || KD Loss: 0.2666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:14 || Estimated Time: 1 day, 21:15:55
2023-07-25 16:18:49,053 semantic_segmentation INFO: Iters: 59220/150000 || Lr: 0.012728 || Task Loss: 0.8121 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:31 || Estimated Time: 1 day, 21:15:36
2023-07-25 16:19:06,530 semantic_segmentation INFO: Iters: 59230/150000 || Lr: 0.012726 || Task Loss: 0.5298 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:48 || Estimated Time: 1 day, 21:15:17
2023-07-25 16:19:23,835 semantic_segmentation INFO: Iters: 59240/150000 || Lr: 0.012725 || Task Loss: 0.6427 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:06 || Estimated Time: 1 day, 21:14:58
2023-07-25 16:19:41,355 semantic_segmentation INFO: Iters: 59250/150000 || Lr: 0.012724 || Task Loss: 0.5767 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:23 || Estimated Time: 1 day, 21:14:39
2023-07-25 16:19:58,685 semantic_segmentation INFO: Iters: 59260/150000 || Lr: 0.012722 || Task Loss: 0.6654 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:40 || Estimated Time: 1 day, 21:14:20
2023-07-25 16:20:15,977 semantic_segmentation INFO: Iters: 59270/150000 || Lr: 0.012721 || Task Loss: 0.7287 || KD Loss: 0.2440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:58 || Estimated Time: 1 day, 21:14:02
2023-07-25 16:20:33,307 semantic_segmentation INFO: Iters: 59280/150000 || Lr: 0.012720 || Task Loss: 0.5988 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:15 || Estimated Time: 1 day, 21:13:43
2023-07-25 16:20:50,663 semantic_segmentation INFO: Iters: 59290/150000 || Lr: 0.012719 || Task Loss: 0.6327 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:32 || Estimated Time: 1 day, 21:13:24
2023-07-25 16:21:08,311 semantic_segmentation INFO: Iters: 59300/150000 || Lr: 0.012717 || Task Loss: 0.7719 || KD Loss: 0.2676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:50 || Estimated Time: 1 day, 21:13:05
2023-07-25 16:21:25,921 semantic_segmentation INFO: Iters: 59310/150000 || Lr: 0.012716 || Task Loss: 0.7346 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:08 || Estimated Time: 1 day, 21:12:47
2023-07-25 16:21:43,228 semantic_segmentation INFO: Iters: 59320/150000 || Lr: 0.012715 || Task Loss: 0.5474 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:25 || Estimated Time: 1 day, 21:12:28
2023-07-25 16:22:00,533 semantic_segmentation INFO: Iters: 59330/150000 || Lr: 0.012714 || Task Loss: 0.6645 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:42 || Estimated Time: 1 day, 21:12:09
2023-07-25 16:22:18,133 semantic_segmentation INFO: Iters: 59340/150000 || Lr: 0.012712 || Task Loss: 0.5875 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:00 || Estimated Time: 1 day, 21:11:51
2023-07-25 16:22:35,571 semantic_segmentation INFO: Iters: 59350/150000 || Lr: 0.012711 || Task Loss: 0.4120 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:17 || Estimated Time: 1 day, 21:11:32
2023-07-25 16:22:52,759 semantic_segmentation INFO: Iters: 59360/150000 || Lr: 0.012710 || Task Loss: 0.5462 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2470|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:35 || Estimated Time: 1 day, 21:11:13
2023-07-25 16:23:10,585 semantic_segmentation INFO: Iters: 59370/150000 || Lr: 0.012709 || Task Loss: 0.4406 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:52 || Estimated Time: 1 day, 21:10:55
2023-07-25 16:23:27,989 semantic_segmentation INFO: Iters: 59380/150000 || Lr: 0.012707 || Task Loss: 0.4661 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:10 || Estimated Time: 1 day, 21:10:36
2023-07-25 16:23:45,256 semantic_segmentation INFO: Iters: 59390/150000 || Lr: 0.012706 || Task Loss: 0.6384 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:27 || Estimated Time: 1 day, 21:10:17
2023-07-25 16:24:02,931 semantic_segmentation INFO: Iters: 59400/150000 || Lr: 0.012705 || Task Loss: 0.5030 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:45 || Estimated Time: 1 day, 21:09:58
2023-07-25 16:24:20,024 semantic_segmentation INFO: Iters: 59410/150000 || Lr: 0.012704 || Task Loss: 0.4538 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:02 || Estimated Time: 1 day, 21:09:39
2023-07-25 16:24:37,276 semantic_segmentation INFO: Iters: 59420/150000 || Lr: 0.012702 || Task Loss: 0.6248 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:19 || Estimated Time: 1 day, 21:09:20
2023-07-25 16:24:54,601 semantic_segmentation INFO: Iters: 59430/150000 || Lr: 0.012701 || Task Loss: 0.6846 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:36 || Estimated Time: 1 day, 21:09:01
2023-07-25 16:25:12,023 semantic_segmentation INFO: Iters: 59440/150000 || Lr: 0.012700 || Task Loss: 0.5465 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:54 || Estimated Time: 1 day, 21:08:43
2023-07-25 16:25:29,738 semantic_segmentation INFO: Iters: 59450/150000 || Lr: 0.012698 || Task Loss: 0.5790 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:38:12 || Estimated Time: 1 day, 21:08:24
2023-07-25 16:25:46,931 semantic_segmentation INFO: Iters: 59460/150000 || Lr: 0.012697 || Task Loss: 0.5058 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:38:29 || Estimated Time: 1 day, 21:08:05
2023-07-25 16:26:04,645 semantic_segmentation INFO: Iters: 59470/150000 || Lr: 0.012696 || Task Loss: 0.7636 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:38:46 || Estimated Time: 1 day, 21:07:47
2023-07-25 16:26:21,866 semantic_segmentation INFO: Iters: 59480/150000 || Lr: 0.012695 || Task Loss: 0.8214 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:04 || Estimated Time: 1 day, 21:07:28
2023-07-25 16:26:39,150 semantic_segmentation INFO: Iters: 59490/150000 || Lr: 0.012693 || Task Loss: 0.4650 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:21 || Estimated Time: 1 day, 21:07:09
2023-07-25 16:26:56,678 semantic_segmentation INFO: Iters: 59500/150000 || Lr: 0.012692 || Task Loss: 0.4812 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:38 || Estimated Time: 1 day, 21:06:50
2023-07-25 16:27:14,373 semantic_segmentation INFO: Iters: 59510/150000 || Lr: 0.012691 || Task Loss: 0.4772 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:56 || Estimated Time: 1 day, 21:06:32
2023-07-25 16:27:31,604 semantic_segmentation INFO: Iters: 59520/150000 || Lr: 0.012690 || Task Loss: 0.4275 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:13 || Estimated Time: 1 day, 21:06:13
2023-07-25 16:27:48,987 semantic_segmentation INFO: Iters: 59530/150000 || Lr: 0.012688 || Task Loss: 0.9947 || KD Loss: 0.2856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:31 || Estimated Time: 1 day, 21:05:54
2023-07-25 16:28:06,315 semantic_segmentation INFO: Iters: 59540/150000 || Lr: 0.012687 || Task Loss: 0.6302 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:48 || Estimated Time: 1 day, 21:05:35
2023-07-25 16:28:23,541 semantic_segmentation INFO: Iters: 59550/150000 || Lr: 0.012686 || Task Loss: 0.8988 || KD Loss: 0.3525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:05 || Estimated Time: 1 day, 21:05:16
2023-07-25 16:28:40,944 semantic_segmentation INFO: Iters: 59560/150000 || Lr: 0.012685 || Task Loss: 0.4990 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:23 || Estimated Time: 1 day, 21:04:57
2023-07-25 16:28:58,344 semantic_segmentation INFO: Iters: 59570/150000 || Lr: 0.012683 || Task Loss: 0.4540 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:40 || Estimated Time: 1 day, 21:04:39
2023-07-25 16:29:15,549 semantic_segmentation INFO: Iters: 59580/150000 || Lr: 0.012682 || Task Loss: 0.5301 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:57 || Estimated Time: 1 day, 21:04:20
2023-07-25 16:29:32,812 semantic_segmentation INFO: Iters: 59590/150000 || Lr: 0.012681 || Task Loss: 0.6159 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:15 || Estimated Time: 1 day, 21:04:01
2023-07-25 16:29:50,549 semantic_segmentation INFO: Iters: 59600/150000 || Lr: 0.012680 || Task Loss: 0.4216 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:32 || Estimated Time: 1 day, 21:03:42
2023-07-25 16:30:07,721 semantic_segmentation INFO: Iters: 59610/150000 || Lr: 0.012678 || Task Loss: 0.5959 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:50 || Estimated Time: 1 day, 21:03:23
2023-07-25 16:30:24,866 semantic_segmentation INFO: Iters: 59620/150000 || Lr: 0.012677 || Task Loss: 0.6386 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:07 || Estimated Time: 1 day, 21:03:04
2023-07-25 16:30:42,168 semantic_segmentation INFO: Iters: 59630/150000 || Lr: 0.012676 || Task Loss: 0.5264 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:24 || Estimated Time: 1 day, 21:02:45
2023-07-25 16:30:59,373 semantic_segmentation INFO: Iters: 59640/150000 || Lr: 0.012674 || Task Loss: 0.5637 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:41 || Estimated Time: 1 day, 21:02:26
2023-07-25 16:31:16,578 semantic_segmentation INFO: Iters: 59650/150000 || Lr: 0.012673 || Task Loss: 0.5791 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:58 || Estimated Time: 1 day, 21:02:07
2023-07-25 16:31:33,789 semantic_segmentation INFO: Iters: 59660/150000 || Lr: 0.012672 || Task Loss: 0.9247 || KD Loss: 0.2883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:16 || Estimated Time: 1 day, 21:01:48
2023-07-25 16:31:51,061 semantic_segmentation INFO: Iters: 59670/150000 || Lr: 0.012671 || Task Loss: 0.5939 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2454|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:33 || Estimated Time: 1 day, 21:01:29
2023-07-25 16:32:08,259 semantic_segmentation INFO: Iters: 59680/150000 || Lr: 0.012669 || Task Loss: 0.5054 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:50 || Estimated Time: 1 day, 21:01:10
2023-07-25 16:32:25,789 semantic_segmentation INFO: Iters: 59690/150000 || Lr: 0.012668 || Task Loss: 0.5798 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:08 || Estimated Time: 1 day, 21:00:51
2023-07-25 16:32:43,006 semantic_segmentation INFO: Iters: 59700/150000 || Lr: 0.012667 || Task Loss: 0.6416 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:25 || Estimated Time: 1 day, 21:00:32
2023-07-25 16:33:00,442 semantic_segmentation INFO: Iters: 59710/150000 || Lr: 0.012666 || Task Loss: 0.5416 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:42 || Estimated Time: 1 day, 21:00:14
2023-07-25 16:33:17,701 semantic_segmentation INFO: Iters: 59720/150000 || Lr: 0.012664 || Task Loss: 0.7697 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:59 || Estimated Time: 1 day, 20:59:55
2023-07-25 16:33:35,023 semantic_segmentation INFO: Iters: 59730/150000 || Lr: 0.012663 || Task Loss: 0.7297 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:17 || Estimated Time: 1 day, 20:59:36
2023-07-25 16:33:52,242 semantic_segmentation INFO: Iters: 59740/150000 || Lr: 0.012662 || Task Loss: 0.5272 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:34 || Estimated Time: 1 day, 20:59:17
2023-07-25 16:34:09,319 semantic_segmentation INFO: Iters: 59750/150000 || Lr: 0.012661 || Task Loss: 0.8619 || KD Loss: 0.2363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:51 || Estimated Time: 1 day, 20:58:58
2023-07-25 16:34:26,915 semantic_segmentation INFO: Iters: 59760/150000 || Lr: 0.012659 || Task Loss: 0.5860 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:09 || Estimated Time: 1 day, 20:58:39
2023-07-25 16:34:44,125 semantic_segmentation INFO: Iters: 59770/150000 || Lr: 0.012658 || Task Loss: 0.6002 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:26 || Estimated Time: 1 day, 20:58:20
2023-07-25 16:35:01,317 semantic_segmentation INFO: Iters: 59780/150000 || Lr: 0.012657 || Task Loss: 0.7741 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:43 || Estimated Time: 1 day, 20:58:01
2023-07-25 16:35:18,604 semantic_segmentation INFO: Iters: 59790/150000 || Lr: 0.012656 || Task Loss: 0.5968 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:00 || Estimated Time: 1 day, 20:57:42
2023-07-25 16:35:35,853 semantic_segmentation INFO: Iters: 59800/150000 || Lr: 0.012654 || Task Loss: 0.6699 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:18 || Estimated Time: 1 day, 20:57:23
2023-07-25 16:35:53,062 semantic_segmentation INFO: Iters: 59810/150000 || Lr: 0.012653 || Task Loss: 0.4818 || KD Loss: 0.1871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:35 || Estimated Time: 1 day, 20:57:04
2023-07-25 16:36:10,344 semantic_segmentation INFO: Iters: 59820/150000 || Lr: 0.012652 || Task Loss: 0.6524 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:52 || Estimated Time: 1 day, 20:56:45
2023-07-25 16:36:27,596 semantic_segmentation INFO: Iters: 59830/150000 || Lr: 0.012651 || Task Loss: 0.6336 || KD Loss: 0.1982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:09 || Estimated Time: 1 day, 20:56:26
2023-07-25 16:36:44,748 semantic_segmentation INFO: Iters: 59840/150000 || Lr: 0.012649 || Task Loss: 0.5794 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:27 || Estimated Time: 1 day, 20:56:07
2023-07-25 16:37:01,963 semantic_segmentation INFO: Iters: 59850/150000 || Lr: 0.012648 || Task Loss: 0.6374 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:44 || Estimated Time: 1 day, 20:55:48
2023-07-25 16:37:19,069 semantic_segmentation INFO: Iters: 59860/150000 || Lr: 0.012647 || Task Loss: 0.6191 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:01 || Estimated Time: 1 day, 20:55:29
2023-07-25 16:37:36,146 semantic_segmentation INFO: Iters: 59870/150000 || Lr: 0.012645 || Task Loss: 0.7798 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:18 || Estimated Time: 1 day, 20:55:09
2023-07-25 16:37:53,262 semantic_segmentation INFO: Iters: 59880/150000 || Lr: 0.012644 || Task Loss: 0.8451 || KD Loss: 0.3101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:35 || Estimated Time: 1 day, 20:54:50
2023-07-25 16:38:10,477 semantic_segmentation INFO: Iters: 59890/150000 || Lr: 0.012643 || Task Loss: 0.9920 || KD Loss: 0.3988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:52 || Estimated Time: 1 day, 20:54:31
2023-07-25 16:38:27,490 semantic_segmentation INFO: Iters: 59900/150000 || Lr: 0.012642 || Task Loss: 0.5448 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:09 || Estimated Time: 1 day, 20:54:12
2023-07-25 16:38:44,679 semantic_segmentation INFO: Iters: 59910/150000 || Lr: 0.012640 || Task Loss: 0.5086 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2422|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:26 || Estimated Time: 1 day, 20:53:53
2023-07-25 16:39:02,117 semantic_segmentation INFO: Iters: 59920/150000 || Lr: 0.012639 || Task Loss: 0.6811 || KD Loss: 0.1672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:44 || Estimated Time: 1 day, 20:53:34
2023-07-25 16:39:19,290 semantic_segmentation INFO: Iters: 59930/150000 || Lr: 0.012638 || Task Loss: 0.5379 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:01 || Estimated Time: 1 day, 20:53:15
2023-07-25 16:39:36,489 semantic_segmentation INFO: Iters: 59940/150000 || Lr: 0.012637 || Task Loss: 0.5875 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:18 || Estimated Time: 1 day, 20:52:56
2023-07-25 16:39:54,080 semantic_segmentation INFO: Iters: 59950/150000 || Lr: 0.012635 || Task Loss: 0.8153 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:36 || Estimated Time: 1 day, 20:52:37
2023-07-25 16:40:11,096 semantic_segmentation INFO: Iters: 59960/150000 || Lr: 0.012634 || Task Loss: 0.6571 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:53 || Estimated Time: 1 day, 20:52:18
2023-07-25 16:40:28,306 semantic_segmentation INFO: Iters: 59970/150000 || Lr: 0.012633 || Task Loss: 0.7327 || KD Loss: 0.2201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:10 || Estimated Time: 1 day, 20:51:59
2023-07-25 16:40:45,915 semantic_segmentation INFO: Iters: 59980/150000 || Lr: 0.012632 || Task Loss: 0.5942 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:28 || Estimated Time: 1 day, 20:51:41
2023-07-25 16:41:03,074 semantic_segmentation INFO: Iters: 59990/150000 || Lr: 0.012630 || Task Loss: 0.5046 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:45 || Estimated Time: 1 day, 20:51:22
2023-07-25 16:41:20,537 semantic_segmentation INFO: Iters: 60000/150000 || Lr: 0.012629 || Task Loss: 0.5352 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:54:02 || Estimated Time: 1 day, 20:51:03
2023-07-25 16:41:20,662 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 16:41:21,042 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.091
2023-07-25 16:41:21,061 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.130
2023-07-25 16:41:21,074 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.152
2023-07-25 16:41:21,088 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.153
2023-07-25 16:41:21,101 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.218
2023-07-25 16:41:21,113 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.261
2023-07-25 16:41:21,127 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.941, mIoU: 0.299
2023-07-25 16:41:21,141 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.305
2023-07-25 16:41:21,154 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.343
2023-07-25 16:41:21,168 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.380
2023-07-25 16:41:21,181 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.381
2023-07-25 16:41:21,196 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.381
2023-07-25 16:41:21,208 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.886, mIoU: 0.368
2023-07-25 16:41:21,223 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.887, mIoU: 0.352
2023-07-25 16:41:21,238 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.891, mIoU: 0.346
2023-07-25 16:41:21,251 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.894, mIoU: 0.343
2023-07-25 16:41:21,263 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.891, mIoU: 0.339
2023-07-25 16:41:21,276 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.338
2023-07-25 16:41:21,291 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.895, mIoU: 0.348
2023-07-25 16:41:21,308 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.897, mIoU: 0.393
2023-07-25 16:41:21,323 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.902, mIoU: 0.394
2023-07-25 16:41:21,338 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.405
2023-07-25 16:41:21,353 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.421
2023-07-25 16:41:21,369 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.423
2023-07-25 16:41:21,386 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.903, mIoU: 0.427
2023-07-25 16:41:21,400 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.901, mIoU: 0.434
2023-07-25 16:41:21,415 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.902, mIoU: 0.433
2023-07-25 16:41:21,427 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.431
2023-07-25 16:41:21,444 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.900, mIoU: 0.423
2023-07-25 16:41:21,459 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.423
2023-07-25 16:41:21,474 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.423
2023-07-25 16:41:21,491 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.423
2023-07-25 16:41:21,507 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.430
2023-07-25 16:41:21,523 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.911, mIoU: 0.428
2023-07-25 16:41:21,539 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.450
2023-07-25 16:41:21,554 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.451
2023-07-25 16:41:21,569 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.447
2023-07-25 16:41:21,583 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.492
2023-07-25 16:41:21,600 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.483
2023-07-25 16:41:21,614 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.482
2023-07-25 16:41:21,628 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.908, mIoU: 0.508
2023-07-25 16:41:21,643 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.910, mIoU: 0.507
2023-07-25 16:41:21,658 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.505
2023-07-25 16:41:21,671 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-25 16:41:21,687 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.507
2023-07-25 16:41:21,702 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-25 16:41:21,716 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.903, mIoU: 0.506
2023-07-25 16:41:21,729 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-25 16:41:21,743 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-25 16:41:21,759 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.503
2023-07-25 16:41:21,775 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.499
2023-07-25 16:41:21,790 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.499
2023-07-25 16:41:21,803 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.498
2023-07-25 16:41:21,819 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.496
2023-07-25 16:41:21,834 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.501
2023-07-25 16:41:21,848 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.497
2023-07-25 16:41:21,864 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.904, mIoU: 0.496
2023-07-25 16:41:21,882 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.495
2023-07-25 16:41:21,895 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.903, mIoU: 0.488
2023-07-25 16:41:21,911 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.893, mIoU: 0.493
2023-07-25 16:41:21,925 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.894, mIoU: 0.499
2023-07-25 16:41:21,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.893, mIoU: 0.493
2023-07-25 16:41:21,954 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.894, mIoU: 0.492
2023-07-25 16:41:21,972 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.896, mIoU: 0.499
2023-07-25 16:41:21,986 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.897, mIoU: 0.498
2023-07-25 16:41:22,001 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.898, mIoU: 0.498
2023-07-25 16:41:22,017 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.899, mIoU: 0.498
2023-07-25 16:41:22,030 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.899, mIoU: 0.533
2023-07-25 16:41:22,045 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.535
2023-07-25 16:41:22,060 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.897, mIoU: 0.533
2023-07-25 16:41:22,076 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-25 16:41:22,089 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-25 16:41:22,104 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-25 16:41:22,119 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-25 16:41:22,134 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-25 16:41:22,149 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.900, mIoU: 0.547
2023-07-25 16:41:22,163 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-25 16:41:22,173 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 16:41:22,188 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 16:41:22,204 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:41:22,217 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:22,233 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 16:41:22,249 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:22,264 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.531
2023-07-25 16:41:22,280 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 16:41:22,296 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 16:41:22,311 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.887, mIoU: 0.527
2023-07-25 16:41:22,327 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.528
2023-07-25 16:41:22,342 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 16:41:22,355 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 16:41:22,371 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 16:41:22,386 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:22,402 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 16:41:22,417 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-25 16:41:22,432 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.884, mIoU: 0.558
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2023-07-25 16:41:28,262 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-25 16:41:28,275 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-25 16:41:28,289 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 16:41:28,304 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 16:41:28,317 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 16:41:28,333 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:28,346 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:28,361 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,378 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,394 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,410 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,425 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,438 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,454 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:28,470 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:28,484 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:28,499 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:28,516 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 16:41:28,532 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 16:41:28,548 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.886, mIoU: 0.531
2023-07-25 16:41:28,561 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-25 16:41:28,576 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-25 16:41:28,591 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-25 16:41:28,606 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-25 16:41:28,621 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 16:41:28,635 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 16:41:28,648 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 16:41:28,663 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 16:41:28,677 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 16:41:28,690 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,704 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:28,716 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,730 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:28,743 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:28,754 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:28,766 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:28,781 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 16:41:28,795 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 16:41:28,810 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 16:41:28,826 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 16:41:28,834 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 16:41:28,850 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 16:41:28,865 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,881 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,896 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,911 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,925 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,938 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:28,954 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,969 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:28,984 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:28,997 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:29,011 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:29,026 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:29,040 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:29,056 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:29,069 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,084 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 16:41:29,099 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 16:41:29,114 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 16:41:29,127 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:29,143 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,158 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,170 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,185 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,200 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,216 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,231 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,244 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,260 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,275 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,292 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,302 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,318 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,333 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,346 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,362 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,375 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,390 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:29,405 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:41:29,420 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:29,433 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,445 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,458 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,473 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,488 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,503 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,517 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,531 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,544 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:29,559 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,574 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:41:29,587 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,601 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,616 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,631 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,646 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,661 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,672 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,687 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,702 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:29,716 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:29,730 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,745 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:29,757 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:29,772 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:29,786 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,801 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,814 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,829 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,844 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,860 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,874 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,890 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,905 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 16:41:29,920 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:29,935 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-25 16:41:29,949 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:29,962 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:29,977 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:29,992 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,007 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,019 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,035 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,049 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,064 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,079 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,095 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,110 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,125 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,140 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,154 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,169 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:30,183 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 16:41:30,198 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:30,216 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,231 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:30,246 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:30,257 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:30,270 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:30,285 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:30,298 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,313 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,326 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,339 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 16:41:30,354 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,370 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,385 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,400 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,413 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,428 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,441 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,456 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,471 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 16:41:30,487 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:30,502 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:30,517 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:30,532 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:30,546 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,561 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,577 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:30,590 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:30,603 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:30,618 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,633 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,648 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,661 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-25 16:41:30,676 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,692 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 16:41:30,707 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,720 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.888, mIoU: 0.537
2023-07-25 16:41:30,732 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,740 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,755 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,770 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,785 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,801 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,816 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 16:41:30,831 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,848 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,863 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,877 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,892 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,907 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,922 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 16:41:30,938 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,951 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,964 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,978 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-25 16:41:30,992 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 16:41:31,005 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:31,019 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:31,032 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 16:41:31,047 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,063 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 16:41:31,075 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,090 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,103 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,115 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,131 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 16:41:31,146 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 16:41:31,161 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 16:41:31,177 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:41:31,192 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:41:31,207 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,220 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:41:31,236 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 16:41:31,251 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,268 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,284 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,299 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 16:41:31,315 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 16:41:31,328 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 16:41:31,341 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 16:41:31,354 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,369 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,385 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,398 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,411 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 16:41:31,426 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 16:41:31,440 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:41:31,455 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,471 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,486 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,500 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,515 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,529 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,544 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,559 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,573 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,589 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,603 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,618 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,634 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,647 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,661 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:41:31,677 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,692 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:41:31,708 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:41:31,723 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 16:41:31,736 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,749 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 16:41:31,763 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 16:41:31,777 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:41:31,792 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,809 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:31,823 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:31,838 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:31,852 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:31,867 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:31,882 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,895 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,908 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,923 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,938 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,951 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:31,966 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:41:31,981 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:41:31,995 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 16:41:32,008 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:32,023 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,038 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,054 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,068 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,083 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,096 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,112 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,126 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:32,139 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:32,155 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,170 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:32,184 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:32,200 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,216 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,232 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,248 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,261 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,273 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,288 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,301 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,314 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,327 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,343 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,356 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,369 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,383 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,399 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,414 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,429 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,442 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:32,455 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:32,470 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:32,486 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:32,501 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:32,517 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:32,530 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:32,542 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,555 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,571 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,587 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,601 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:32,616 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,627 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,641 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,656 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,671 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:32,684 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,699 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,713 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:32,728 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,741 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,757 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,770 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,785 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,800 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,813 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:32,829 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:32,844 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:32,859 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:32,874 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:32,890 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:32,905 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:32,921 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:32,936 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:32,951 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:32,967 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,980 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:32,994 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,007 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,023 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,037 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,053 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,068 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,080 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,095 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,111 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,126 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,139 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,155 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,169 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,182 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,196 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,212 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,227 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:33,240 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,251 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,268 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,283 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,298 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:33,311 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 16:41:33,327 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,342 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,358 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,373 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,386 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,402 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,415 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,430 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,445 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:33,459 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,474 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,488 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:33,503 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,518 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,533 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 16:41:33,548 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,563 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,578 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,592 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,608 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,623 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,638 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,653 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,663 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,677 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,690 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,705 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,721 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,737 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:33,750 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,766 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,781 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,796 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,812 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,827 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,841 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:33,856 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:33,871 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,886 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:33,900 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,915 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,930 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,946 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:33,959 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,975 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:33,990 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:34,003 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:34,018 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,033 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,045 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 16:41:34,060 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,073 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,087 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,102 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,117 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,133 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,149 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,164 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,178 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,191 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,207 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,220 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,234 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,249 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,265 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,280 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,296 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,309 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:34,322 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,339 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,354 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,367 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,382 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,395 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,411 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 16:41:34,425 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,441 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,456 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,470 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,479 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,495 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,511 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,524 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,539 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,554 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,570 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,583 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,599 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,614 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,630 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:41:34,645 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:41:34,660 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:41:34,677 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:41:34,693 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:41:34,706 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:41:34,721 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 16:41:34,736 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:41:34,751 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 16:41:34,764 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,779 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,795 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,811 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,818 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,832 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-25 16:41:34,845 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,858 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,870 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,886 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,901 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,916 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 16:41:34,929 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:34,942 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:34,957 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:34,968 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:34,984 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:34,997 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,012 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,027 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,042 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,056 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,068 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,081 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,095 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,110 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,125 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,140 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,153 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,163 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,174 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,188 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,199 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,215 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,228 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:35,243 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:35,258 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:35,274 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:35,288 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 16:41:35,304 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:35,319 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:35,334 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 16:41:35,349 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:41:35,363 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 16:41:35,377 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,392 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,408 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,420 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,433 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,448 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,460 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,476 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,489 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,503 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,518 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,535 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,552 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,566 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:41:35,582 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:41:35,597 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 16:41:35,613 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,628 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,642 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,655 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,671 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,686 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,702 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,717 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,733 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 16:41:35,748 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 16:41:35,762 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,777 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,790 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,804 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 16:41:35,815 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,827 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,842 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 16:41:35,853 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:35,868 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:35,882 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:35,897 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:35,912 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,926 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,941 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,955 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,968 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,983 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:35,996 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,011 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,026 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,039 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,054 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,067 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,082 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:36,097 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:36,112 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:36,126 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 16:41:36,141 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:36,154 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:36,167 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 16:41:36,182 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,195 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,209 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 16:41:36,225 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,241 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,256 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,269 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,283 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:36,299 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,314 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,330 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,343 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,357 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,371 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,387 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,402 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,417 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,432 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 16:41:36,447 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:36,462 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:36,477 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:36,492 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 16:41:36,507 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:36,521 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:36,536 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,549 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,564 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,579 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,595 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,608 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:36,623 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,638 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,655 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,668 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:36,683 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,698 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,713 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,729 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,744 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,759 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,772 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,787 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,804 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,817 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,833 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,846 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,856 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:36,871 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,887 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,900 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:36,915 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:36,931 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:36,944 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:36,957 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:36,972 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:36,987 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,002 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,019 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,034 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,051 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,066 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,080 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 16:41:37,095 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,110 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,125 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,138 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,151 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,166 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,181 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,195 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,210 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,223 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,238 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,252 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:37,266 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,281 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,296 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,311 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,326 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,339 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:37,354 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,368 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,383 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,398 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,411 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,426 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,440 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,453 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,465 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,480 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,495 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,510 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,525 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 16:41:37,535 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 16:41:37,548 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,564 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,580 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,592 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,608 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,624 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,639 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,653 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,668 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,684 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,697 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,713 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,726 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,739 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,755 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,770 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,785 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,800 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,813 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,827 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:41:37,842 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:41:37,854 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 16:41:37,868 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,883 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,898 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:41:37,912 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:41:37,924 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.892, mIoU: 0.555
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2023-07-25 16:41:37,951 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,966 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 16:41:37,979 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 16:41:37,992 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:38,007 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.891, mIoU: 0.553
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2023-07-25 16:41:38,081 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 16:41:38,096 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:38,112 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:38,125 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 16:41:38,140 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 16:41:38,154 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,167 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,183 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,198 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,213 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,228 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,243 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,257 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,271 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,286 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,299 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,313 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,328 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,343 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,356 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,370 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,382 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,396 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:38,412 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:38,427 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,440 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:38,455 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-25 16:41:38,488 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,500 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,515 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,530 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,541 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,557 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,572 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,587 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,600 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:38,613 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:38,627 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,641 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,656 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,669 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,685 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,697 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,711 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,726 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,741 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,756 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:38,770 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,787 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,800 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,815 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,830 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,845 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,861 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,874 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,887 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,904 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,919 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,935 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,948 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:38,962 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,977 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:38,993 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,006 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,019 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,034 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,049 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,064 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,079 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,094 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,110 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,123 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,137 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,152 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,165 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,180 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-25 16:41:39,209 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,224 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,238 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:39,253 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,268 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,283 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,299 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:39,314 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,330 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,344 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,360 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,375 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,389 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,402 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,417 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,433 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,446 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,461 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,477 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,491 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,506 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:39,521 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,536 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,552 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,565 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,578 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,591 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,604 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,617 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,631 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,647 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,661 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,674 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,690 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,702 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,716 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,732 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,748 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,764 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,779 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,793 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,808 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,823 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,836 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,851 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,866 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,882 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,895 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,909 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.889, mIoU: 0.550
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2023-07-25 16:41:39,939 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,953 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,966 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,981 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:39,995 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,010 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,025 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,037 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,053 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,068 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,084 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,100 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,115 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,131 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,147 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,158 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,173 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,186 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.889, mIoU: 0.550
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2023-07-25 16:41:40,234 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,248 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,261 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,273 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,287 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 16:41:40,301 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,315 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,330 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,345 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,357 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,372 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,387 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,400 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,414 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,429 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,442 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,456 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,468 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,483 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,498 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,514 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,528 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,541 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,555 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,569 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 16:41:40,584 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,598 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,612 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,625 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,640 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:40,656 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,671 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:40,683 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,698 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,715 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,731 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,746 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:40,762 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 16:41:40,769 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,785 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,797 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,811 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-25 16:41:40,841 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 16:41:40,855 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,871 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 16:41:40,886 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-25 16:41:40,918 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-25 16:41:40,946 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.889, mIoU: 0.549
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2023-07-25 16:41:40,994 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,009 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,026 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,040 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,055 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,070 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,085 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,098 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,111 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,126 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,141 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,156 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,172 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:41,187 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,202 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,217 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,231 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,246 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,259 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,274 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,290 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,306 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,321 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,334 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,350 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,365 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,381 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 16:41:41,396 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,411 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-25 16:41:41,472 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,485 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,501 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,516 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,531 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,547 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,562 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,577 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,587 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,602 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,616 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,630 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-25 16:41:41,660 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,675 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,687 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 16:41:41,696 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,713 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,728 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,743 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,756 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,771 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,785 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,799 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,814 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,829 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,843 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 16:41:41,858 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 16:41:41,871 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,886 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,901 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,916 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,929 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,944 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,959 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 16:41:41,974 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:41,990 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:42,004 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:42,018 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:42,033 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:42,050 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 16:41:59,174 semantic_segmentation INFO: Iters: 60010/150000 || Lr: 0.012628 || Task Loss: 0.6149 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:54:41 || Estimated Time: 1 day, 20:51:16
2023-07-25 16:42:16,228 semantic_segmentation INFO: Iters: 60020/150000 || Lr: 0.012627 || Task Loss: 0.4164 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:54:58 || Estimated Time: 1 day, 20:50:57
2023-07-25 16:42:33,244 semantic_segmentation INFO: Iters: 60030/150000 || Lr: 0.012625 || Task Loss: 0.6874 || KD Loss: 0.2549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:15 || Estimated Time: 1 day, 20:50:37
2023-07-25 16:42:50,495 semantic_segmentation INFO: Iters: 60040/150000 || Lr: 0.012624 || Task Loss: 0.5081 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:32 || Estimated Time: 1 day, 20:50:18
2023-07-25 16:43:07,861 semantic_segmentation INFO: Iters: 60050/150000 || Lr: 0.012623 || Task Loss: 0.5790 || KD Loss: 0.1501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:50 || Estimated Time: 1 day, 20:50:00
2023-07-25 16:43:25,208 semantic_segmentation INFO: Iters: 60060/150000 || Lr: 0.012621 || Task Loss: 0.6089 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:07 || Estimated Time: 1 day, 20:49:41
2023-07-25 16:43:42,446 semantic_segmentation INFO: Iters: 60070/150000 || Lr: 0.012620 || Task Loss: 0.7983 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:24 || Estimated Time: 1 day, 20:49:22
2023-07-25 16:43:59,655 semantic_segmentation INFO: Iters: 60080/150000 || Lr: 0.012619 || Task Loss: 0.7285 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:41 || Estimated Time: 1 day, 20:49:03
2023-07-25 16:44:16,879 semantic_segmentation INFO: Iters: 60090/150000 || Lr: 0.012618 || Task Loss: 0.7183 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:59 || Estimated Time: 1 day, 20:48:44
2023-07-25 16:44:34,066 semantic_segmentation INFO: Iters: 60100/150000 || Lr: 0.012616 || Task Loss: 0.4388 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:16 || Estimated Time: 1 day, 20:48:25
2023-07-25 16:44:51,292 semantic_segmentation INFO: Iters: 60110/150000 || Lr: 0.012615 || Task Loss: 0.4974 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:33 || Estimated Time: 1 day, 20:48:06
2023-07-25 16:45:08,566 semantic_segmentation INFO: Iters: 60120/150000 || Lr: 0.012614 || Task Loss: 0.5134 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:50 || Estimated Time: 1 day, 20:47:47
2023-07-25 16:45:25,895 semantic_segmentation INFO: Iters: 60130/150000 || Lr: 0.012613 || Task Loss: 0.4593 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:08 || Estimated Time: 1 day, 20:47:28
2023-07-25 16:45:43,646 semantic_segmentation INFO: Iters: 60140/150000 || Lr: 0.012611 || Task Loss: 0.6938 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2430|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:25 || Estimated Time: 1 day, 20:47:10
2023-07-25 16:46:00,799 semantic_segmentation INFO: Iters: 60150/150000 || Lr: 0.012610 || Task Loss: 0.3979 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:43 || Estimated Time: 1 day, 20:46:50
2023-07-25 16:46:18,089 semantic_segmentation INFO: Iters: 60160/150000 || Lr: 0.012609 || Task Loss: 0.6719 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:00 || Estimated Time: 1 day, 20:46:32
2023-07-25 16:46:35,377 semantic_segmentation INFO: Iters: 60170/150000 || Lr: 0.012608 || Task Loss: 0.6244 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:17 || Estimated Time: 1 day, 20:46:13
2023-07-25 16:46:52,924 semantic_segmentation INFO: Iters: 60180/150000 || Lr: 0.012606 || Task Loss: 0.5801 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:35 || Estimated Time: 1 day, 20:45:54
2023-07-25 16:47:10,210 semantic_segmentation INFO: Iters: 60190/150000 || Lr: 0.012605 || Task Loss: 0.6035 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:52 || Estimated Time: 1 day, 20:45:35
2023-07-25 16:47:28,055 semantic_segmentation INFO: Iters: 60200/150000 || Lr: 0.012604 || Task Loss: 0.5998 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:10 || Estimated Time: 1 day, 20:45:17
2023-07-25 16:47:45,760 semantic_segmentation INFO: Iters: 60210/150000 || Lr: 0.012603 || Task Loss: 0.5242 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:28 || Estimated Time: 1 day, 20:44:59
2023-07-25 16:48:02,900 semantic_segmentation INFO: Iters: 60220/150000 || Lr: 0.012601 || Task Loss: 0.6260 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:45 || Estimated Time: 1 day, 20:44:40
2023-07-25 16:48:20,172 semantic_segmentation INFO: Iters: 60230/150000 || Lr: 0.012600 || Task Loss: 0.6156 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:02 || Estimated Time: 1 day, 20:44:21
2023-07-25 16:48:37,341 semantic_segmentation INFO: Iters: 60240/150000 || Lr: 0.012599 || Task Loss: 0.5585 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:19 || Estimated Time: 1 day, 20:44:02
2023-07-25 16:48:54,650 semantic_segmentation INFO: Iters: 60250/150000 || Lr: 0.012597 || Task Loss: 0.4584 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:36 || Estimated Time: 1 day, 20:43:43
2023-07-25 16:49:12,148 semantic_segmentation INFO: Iters: 60260/150000 || Lr: 0.012596 || Task Loss: 0.3671 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:54 || Estimated Time: 1 day, 20:43:24
2023-07-25 16:49:29,467 semantic_segmentation INFO: Iters: 60270/150000 || Lr: 0.012595 || Task Loss: 0.4629 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:11 || Estimated Time: 1 day, 20:43:05
2023-07-25 16:49:46,669 semantic_segmentation INFO: Iters: 60280/150000 || Lr: 0.012594 || Task Loss: 0.5522 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:28 || Estimated Time: 1 day, 20:42:46
2023-07-25 16:50:04,009 semantic_segmentation INFO: Iters: 60290/150000 || Lr: 0.012592 || Task Loss: 0.6922 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:46 || Estimated Time: 1 day, 20:42:27
2023-07-25 16:50:21,553 semantic_segmentation INFO: Iters: 60300/150000 || Lr: 0.012591 || Task Loss: 0.8512 || KD Loss: 0.3121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:03 || Estimated Time: 1 day, 20:42:09
2023-07-25 16:50:39,033 semantic_segmentation INFO: Iters: 60310/150000 || Lr: 0.012590 || Task Loss: 0.5660 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:21 || Estimated Time: 1 day, 20:41:50
2023-07-25 16:50:56,105 semantic_segmentation INFO: Iters: 60320/150000 || Lr: 0.012589 || Task Loss: 0.4828 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:38 || Estimated Time: 1 day, 20:41:31
2023-07-25 16:51:13,431 semantic_segmentation INFO: Iters: 60330/150000 || Lr: 0.012587 || Task Loss: 0.4924 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:55 || Estimated Time: 1 day, 20:41:12
2023-07-25 16:51:30,917 semantic_segmentation INFO: Iters: 60340/150000 || Lr: 0.012586 || Task Loss: 0.9235 || KD Loss: 0.2341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:13 || Estimated Time: 1 day, 20:40:54
2023-07-25 16:51:48,120 semantic_segmentation INFO: Iters: 60350/150000 || Lr: 0.012585 || Task Loss: 0.5406 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:30 || Estimated Time: 1 day, 20:40:35
2023-07-25 16:52:05,925 semantic_segmentation INFO: Iters: 60360/150000 || Lr: 0.012584 || Task Loss: 0.5456 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:48 || Estimated Time: 1 day, 20:40:16
2023-07-25 16:52:23,044 semantic_segmentation INFO: Iters: 60370/150000 || Lr: 0.012582 || Task Loss: 0.8949 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:05 || Estimated Time: 1 day, 20:39:57
2023-07-25 16:52:40,286 semantic_segmentation INFO: Iters: 60380/150000 || Lr: 0.012581 || Task Loss: 0.6067 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:22 || Estimated Time: 1 day, 20:39:38
2023-07-25 16:52:57,484 semantic_segmentation INFO: Iters: 60390/150000 || Lr: 0.012580 || Task Loss: 0.5967 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:39 || Estimated Time: 1 day, 20:39:19
2023-07-25 16:53:15,395 semantic_segmentation INFO: Iters: 60400/150000 || Lr: 0.012579 || Task Loss: 0.5005 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2362|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:57 || Estimated Time: 1 day, 20:39:01
2023-07-25 16:53:32,598 semantic_segmentation INFO: Iters: 60410/150000 || Lr: 0.012577 || Task Loss: 0.5962 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:14 || Estimated Time: 1 day, 20:38:42
2023-07-25 16:53:49,977 semantic_segmentation INFO: Iters: 60420/150000 || Lr: 0.012576 || Task Loss: 1.0218 || KD Loss: 0.3367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:32 || Estimated Time: 1 day, 20:38:23
2023-07-25 16:54:07,292 semantic_segmentation INFO: Iters: 60430/150000 || Lr: 0.012575 || Task Loss: 0.4115 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:49 || Estimated Time: 1 day, 20:38:05
2023-07-25 16:54:24,593 semantic_segmentation INFO: Iters: 60440/150000 || Lr: 0.012573 || Task Loss: 0.5484 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:06 || Estimated Time: 1 day, 20:37:46
2023-07-25 16:54:41,861 semantic_segmentation INFO: Iters: 60450/150000 || Lr: 0.012572 || Task Loss: 0.5901 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:24 || Estimated Time: 1 day, 20:37:27
2023-07-25 16:54:59,198 semantic_segmentation INFO: Iters: 60460/150000 || Lr: 0.012571 || Task Loss: 0.6816 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:41 || Estimated Time: 1 day, 20:37:08
2023-07-25 16:55:16,494 semantic_segmentation INFO: Iters: 60470/150000 || Lr: 0.012570 || Task Loss: 0.5391 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:58 || Estimated Time: 1 day, 20:36:49
2023-07-25 16:55:33,747 semantic_segmentation INFO: Iters: 60480/150000 || Lr: 0.012568 || Task Loss: 0.6587 || KD Loss: 0.2678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:16 || Estimated Time: 1 day, 20:36:30
2023-07-25 16:55:51,055 semantic_segmentation INFO: Iters: 60490/150000 || Lr: 0.012567 || Task Loss: 0.8062 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:33 || Estimated Time: 1 day, 20:36:11
2023-07-25 16:56:08,353 semantic_segmentation INFO: Iters: 60500/150000 || Lr: 0.012566 || Task Loss: 0.6890 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:50 || Estimated Time: 1 day, 20:35:52
2023-07-25 16:56:25,552 semantic_segmentation INFO: Iters: 60510/150000 || Lr: 0.012565 || Task Loss: 0.7380 || KD Loss: 0.2714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:07 || Estimated Time: 1 day, 20:35:33
2023-07-25 16:56:42,812 semantic_segmentation INFO: Iters: 60520/150000 || Lr: 0.012563 || Task Loss: 0.5550 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:25 || Estimated Time: 1 day, 20:35:14
2023-07-25 16:57:00,391 semantic_segmentation INFO: Iters: 60530/150000 || Lr: 0.012562 || Task Loss: 0.7681 || KD Loss: 0.1965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:42 || Estimated Time: 1 day, 20:34:56
2023-07-25 16:57:17,590 semantic_segmentation INFO: Iters: 60540/150000 || Lr: 0.012561 || Task Loss: 1.0228 || KD Loss: 0.3822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:59 || Estimated Time: 1 day, 20:34:37
2023-07-25 16:57:34,779 semantic_segmentation INFO: Iters: 60550/150000 || Lr: 0.012560 || Task Loss: 0.5835 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:17 || Estimated Time: 1 day, 20:34:18
2023-07-25 16:57:52,068 semantic_segmentation INFO: Iters: 60560/150000 || Lr: 0.012558 || Task Loss: 0.6008 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:34 || Estimated Time: 1 day, 20:33:59
2023-07-25 16:58:09,381 semantic_segmentation INFO: Iters: 60570/150000 || Lr: 0.012557 || Task Loss: 0.4760 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:51 || Estimated Time: 1 day, 20:33:40
2023-07-25 16:58:26,668 semantic_segmentation INFO: Iters: 60580/150000 || Lr: 0.012556 || Task Loss: 0.6214 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:08 || Estimated Time: 1 day, 20:33:21
2023-07-25 16:58:44,076 semantic_segmentation INFO: Iters: 60590/150000 || Lr: 0.012555 || Task Loss: 0.6520 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:26 || Estimated Time: 1 day, 20:33:02
2023-07-25 16:59:01,400 semantic_segmentation INFO: Iters: 60600/150000 || Lr: 0.012553 || Task Loss: 0.6781 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:43 || Estimated Time: 1 day, 20:32:44
2023-07-25 16:59:18,599 semantic_segmentation INFO: Iters: 60610/150000 || Lr: 0.012552 || Task Loss: 0.5270 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:00 || Estimated Time: 1 day, 20:32:25
2023-07-25 16:59:35,902 semantic_segmentation INFO: Iters: 60620/150000 || Lr: 0.012551 || Task Loss: 0.6068 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:18 || Estimated Time: 1 day, 20:32:06
2023-07-25 16:59:53,290 semantic_segmentation INFO: Iters: 60630/150000 || Lr: 0.012549 || Task Loss: 0.5250 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:35 || Estimated Time: 1 day, 20:31:47
2023-07-25 17:00:10,603 semantic_segmentation INFO: Iters: 60640/150000 || Lr: 0.012548 || Task Loss: 0.7038 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:52 || Estimated Time: 1 day, 20:31:28
2023-07-25 17:00:27,802 semantic_segmentation INFO: Iters: 60650/150000 || Lr: 0.012547 || Task Loss: 0.8134 || KD Loss: 0.2766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:10 || Estimated Time: 1 day, 20:31:09
2023-07-25 17:00:45,085 semantic_segmentation INFO: Iters: 60660/150000 || Lr: 0.012546 || Task Loss: 0.5927 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:27 || Estimated Time: 1 day, 20:30:50
2023-07-25 17:01:02,695 semantic_segmentation INFO: Iters: 60670/150000 || Lr: 0.012544 || Task Loss: 0.5829 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:44 || Estimated Time: 1 day, 20:30:32
2023-07-25 17:01:20,047 semantic_segmentation INFO: Iters: 60680/150000 || Lr: 0.012543 || Task Loss: 0.7192 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:02 || Estimated Time: 1 day, 20:30:13
2023-07-25 17:01:37,444 semantic_segmentation INFO: Iters: 60690/150000 || Lr: 0.012542 || Task Loss: 0.6616 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:19 || Estimated Time: 1 day, 20:29:54
2023-07-25 17:01:54,726 semantic_segmentation INFO: Iters: 60700/150000 || Lr: 0.012541 || Task Loss: 0.4744 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:37 || Estimated Time: 1 day, 20:29:35
2023-07-25 17:02:12,035 semantic_segmentation INFO: Iters: 60710/150000 || Lr: 0.012539 || Task Loss: 0.5312 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:54 || Estimated Time: 1 day, 20:29:16
2023-07-25 17:02:29,812 semantic_segmentation INFO: Iters: 60720/150000 || Lr: 0.012538 || Task Loss: 0.6661 || KD Loss: 0.1623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:12 || Estimated Time: 1 day, 20:28:58
2023-07-25 17:02:46,651 semantic_segmentation INFO: Iters: 60730/150000 || Lr: 0.012537 || Task Loss: 0.5239 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:28 || Estimated Time: 1 day, 20:28:39
2023-07-25 17:03:03,724 semantic_segmentation INFO: Iters: 60740/150000 || Lr: 0.012536 || Task Loss: 0.8089 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:46 || Estimated Time: 1 day, 20:28:19
2023-07-25 17:03:20,825 semantic_segmentation INFO: Iters: 60750/150000 || Lr: 0.012534 || Task Loss: 0.5760 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:03 || Estimated Time: 1 day, 20:28:00
2023-07-25 17:03:38,359 semantic_segmentation INFO: Iters: 60760/150000 || Lr: 0.012533 || Task Loss: 0.4875 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:20 || Estimated Time: 1 day, 20:27:42
2023-07-25 17:03:55,303 semantic_segmentation INFO: Iters: 60770/150000 || Lr: 0.012532 || Task Loss: 0.5550 || KD Loss: 0.1643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:37 || Estimated Time: 1 day, 20:27:22
2023-07-25 17:04:12,241 semantic_segmentation INFO: Iters: 60780/150000 || Lr: 0.012530 || Task Loss: 0.6710 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:54 || Estimated Time: 1 day, 20:27:03
2023-07-25 17:04:29,314 semantic_segmentation INFO: Iters: 60790/150000 || Lr: 0.012529 || Task Loss: 0.6032 || KD Loss: 0.1956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:17:11 || Estimated Time: 1 day, 20:26:44
2023-07-25 17:04:46,316 semantic_segmentation INFO: Iters: 60800/150000 || Lr: 0.012528 || Task Loss: 0.6336 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:17:28 || Estimated Time: 1 day, 20:26:24
2023-07-25 17:04:46,440 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 17:04:46,830 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.090
2023-07-25 17:04:46,847 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.133
2023-07-25 17:04:46,859 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.140
2023-07-25 17:04:46,873 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.142
2023-07-25 17:04:46,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.207
2023-07-25 17:04:46,898 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.251
2023-07-25 17:04:46,912 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.285
2023-07-25 17:04:46,926 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.291
2023-07-25 17:04:46,938 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.934, mIoU: 0.294
2023-07-25 17:04:46,952 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.330
2023-07-25 17:04:46,966 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.909, mIoU: 0.331
2023-07-25 17:04:46,981 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.331
2023-07-25 17:04:46,993 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.876, mIoU: 0.324
2023-07-25 17:04:47,007 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.878, mIoU: 0.321
2023-07-25 17:04:47,021 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.879, mIoU: 0.312
2023-07-25 17:04:47,033 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.876, mIoU: 0.307
2023-07-25 17:04:47,045 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.870, mIoU: 0.300
2023-07-25 17:04:47,057 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.867, mIoU: 0.296
2023-07-25 17:04:47,071 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.871, mIoU: 0.307
2023-07-25 17:04:47,086 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.874, mIoU: 0.350
2023-07-25 17:04:47,101 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.876, mIoU: 0.352
2023-07-25 17:04:47,115 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.878, mIoU: 0.350
2023-07-25 17:04:47,130 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.876, mIoU: 0.370
2023-07-25 17:04:47,145 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.875, mIoU: 0.374
2023-07-25 17:04:47,160 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.876, mIoU: 0.381
2023-07-25 17:04:47,174 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.874, mIoU: 0.385
2023-07-25 17:04:47,188 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.875, mIoU: 0.384
2023-07-25 17:04:47,199 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.878, mIoU: 0.384
2023-07-25 17:04:47,214 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.874, mIoU: 0.378
2023-07-25 17:04:47,228 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-25 17:04:47,241 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.882, mIoU: 0.380
2023-07-25 17:04:47,256 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.885, mIoU: 0.380
2023-07-25 17:04:47,270 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.889, mIoU: 0.388
2023-07-25 17:04:47,284 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.889, mIoU: 0.386
2023-07-25 17:04:47,299 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.887, mIoU: 0.412
2023-07-25 17:04:47,313 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.889, mIoU: 0.413
2023-07-25 17:04:47,325 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.890, mIoU: 0.409
2023-07-25 17:04:47,338 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.447
2023-07-25 17:04:47,355 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.895, mIoU: 0.461
2023-07-25 17:04:47,368 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-25 17:04:47,381 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.482
2023-07-25 17:04:47,397 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.899, mIoU: 0.482
2023-07-25 17:04:47,411 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.896, mIoU: 0.480
2023-07-25 17:04:47,425 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.480
2023-07-25 17:04:47,440 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.483
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2023-07-25 17:04:47,481 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.899, mIoU: 0.488
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2023-07-25 17:04:47,558 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.900, mIoU: 0.478
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2023-07-25 17:04:47,668 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.898, mIoU: 0.508
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2023-07-25 17:04:47,730 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.893, mIoU: 0.497
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2023-07-25 17:04:53,274 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 17:04:53,301 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.888, mIoU: 0.542
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2023-07-25 17:04:53,364 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.886, mIoU: 0.540
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2023-07-25 17:04:53,405 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 17:04:53,416 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 17:04:53,430 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 17:04:53,445 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 17:04:53,460 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 17:04:53,475 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 17:04:53,491 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 17:04:53,506 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 17:04:53,521 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 17:04:53,540 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 17:04:53,553 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 17:04:53,567 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 17:04:53,582 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 17:04:53,595 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 17:04:53,609 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 17:04:53,625 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 17:04:53,640 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 17:04:53,655 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 17:04:53,669 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 17:04:53,683 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 17:04:53,698 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,713 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 17:04:53,727 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,742 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,754 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,769 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,784 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,799 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,814 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 17:04:53,829 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 17:04:53,840 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 17:04:53,853 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 17:04:53,869 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 17:04:53,884 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 17:04:53,897 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 17:04:53,911 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 17:04:53,924 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 17:04:53,939 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 17:04:53,955 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 17:04:53,969 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:53,979 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:53,994 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:54,008 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 17:04:54,021 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 17:04:54,036 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:54,051 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:54,064 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 17:04:54,079 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 17:04:54,093 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 17:04:54,109 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,125 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,141 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 17:04:54,157 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,172 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,185 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,200 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 17:04:54,215 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 17:04:54,230 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 17:04:54,244 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 17:04:54,261 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 17:04:54,276 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 17:04:54,291 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:04:54,304 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:04:54,319 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:04:54,334 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 17:04:54,349 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 17:04:54,364 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:04:54,379 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:04:54,392 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:04:54,408 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 17:04:54,423 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 17:04:54,436 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:04:54,451 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:04:54,463 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 17:04:54,478 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:04:54,491 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 17:04:54,503 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,515 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,530 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,545 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,560 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,576 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,585 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,600 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:54,616 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,631 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,646 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,661 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,674 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,687 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,702 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:54,717 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,732 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:54,745 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 17:04:54,758 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:54,773 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:54,788 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:54,803 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:04:54,816 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:54,831 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:54,846 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,862 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 17:04:54,875 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:54,891 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,905 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,919 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,934 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,950 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,965 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,980 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:54,994 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:55,009 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:55,025 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:55,042 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 17:04:55,053 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,068 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,084 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,097 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,112 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,125 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,140 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,155 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:04:55,169 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,182 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,194 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:55,207 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:55,222 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:55,236 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,252 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:55,265 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:55,280 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:55,293 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,307 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,323 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,337 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,353 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,368 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:04:55,383 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:55,399 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 17:04:55,414 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,426 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,441 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:04:55,457 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,471 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 17:04:55,487 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:04:55,502 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,514 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,529 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,544 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,558 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,571 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,586 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:04:55,600 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,615 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-25 17:04:55,645 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 17:04:55,659 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-25 17:04:55,775 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-25 17:04:55,805 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.894, mIoU: 0.567
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2023-07-25 17:04:55,943 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:04:55,957 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.893, mIoU: 0.566
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2023-07-25 17:04:55,989 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-25 17:04:56,081 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,094 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.893, mIoU: 0.564
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2023-07-25 17:04:56,124 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,139 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,154 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,167 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,181 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,194 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,208 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,222 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,237 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,252 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,266 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,281 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,294 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,308 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,323 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:04:56,336 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,349 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,364 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,380 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,396 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,410 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:04:56,425 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,441 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,458 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,472 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:04:56,485 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,493 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,509 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:04:56,526 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,542 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,557 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,572 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,588 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,604 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,619 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,631 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,646 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,660 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,675 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:56,690 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 17:04:56,702 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 17:04:56,715 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:56,728 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 17:04:56,741 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 17:04:56,754 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 17:04:56,767 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 17:04:56,782 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 17:04:56,796 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 17:04:56,812 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 17:04:56,824 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 17:04:56,839 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 17:04:56,852 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 17:04:56,863 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 17:04:56,879 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,894 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,909 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,924 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,939 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,954 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,967 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,983 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:56,997 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,014 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:04:57,030 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:04:57,045 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 17:04:57,060 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 17:04:57,073 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 17:04:57,086 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:04:57,099 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 17:04:57,114 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,130 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 17:04:57,143 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 17:04:57,156 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:04:57,171 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,186 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,201 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,217 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,232 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,246 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 17:04:57,261 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,274 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,288 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,304 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,318 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,335 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,348 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,364 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,380 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:57,392 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,406 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:57,421 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:04:57,437 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,452 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,467 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,480 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,493 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,507 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,520 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:04:57,535 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:57,552 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:57,565 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:57,581 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:57,594 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,610 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,625 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,638 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,651 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,666 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:57,681 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:57,695 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 17:04:57,710 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:57,725 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 17:04:57,739 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 17:04:57,753 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 17:04:57,768 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:57,784 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:57,801 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,814 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,830 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,843 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,859 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,872 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,885 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,901 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:57,916 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,929 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,945 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:57,961 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:57,977 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:57,993 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,007 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,019 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,034 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,048 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,061 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,075 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,091 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,104 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,117 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,132 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,148 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,163 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,179 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,193 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,206 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,221 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,236 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:58,252 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:58,267 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:58,280 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:58,293 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,305 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,320 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,336 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,350 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,365 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,376 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,389 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,404 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,420 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:58,433 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:58,449 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:58,462 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,478 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,491 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,506 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,520 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:58,535 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:58,551 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:58,564 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,580 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,595 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:58,610 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,625 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,641 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,656 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,671 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,685 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,700 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,715 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,728 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,741 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,754 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,770 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:58,784 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:04:58,800 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,815 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,827 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,842 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,858 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,873 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,886 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,902 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,916 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,929 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,944 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:58,959 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,974 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:58,987 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:58,999 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,016 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:59,031 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:04:59,046 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:04:59,060 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:04:59,075 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:04:59,090 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:04:59,105 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,120 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,134 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,149 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,162 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,177 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:59,192 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:59,205 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:04:59,221 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:59,234 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:04:59,249 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,264 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,279 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,294 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,309 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,323 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,338 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,354 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,369 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,384 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,399 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,409 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,424 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,437 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,453 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,468 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,484 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,498 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,513 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:04:59,528 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,543 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,559 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,575 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 17:04:59,588 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,604 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,619 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,635 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,648 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,663 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,679 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,694 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,708 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,723 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,738 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,751 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,766 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,781 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,794 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:04:59,809 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,822 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,837 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,852 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,867 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,882 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,898 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,913 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,927 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,940 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:04:59,955 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,968 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,981 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:04:59,996 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:05:00,011 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:05:00,026 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 17:05:00,042 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:00,055 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:00,069 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:00,085 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:00,101 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:05:00,114 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,129 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,142 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,158 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,173 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,189 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,205 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,219 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,229 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,245 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,260 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,274 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,288 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,303 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,318 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,330 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,345 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,360 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,375 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,390 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,404 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,421 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,437 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,450 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,465 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,481 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,495 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 17:05:00,508 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 17:05:00,523 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,539 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,554 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,562 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,575 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,589 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,601 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:00,614 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:05:00,629 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:05:00,643 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:05:00,658 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 17:05:00,670 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,682 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,697 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,708 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,723 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,736 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:05:00,750 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:05:00,765 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,779 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,794 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,805 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,817 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,832 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,847 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:00,862 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:00,877 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,890 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,900 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,911 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,924 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,936 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,951 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:00,964 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,979 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 17:05:00,994 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:05:01,010 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:05:01,024 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 17:05:01,039 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:05:01,054 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 17:05:01,069 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:05:01,085 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:05:01,099 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:05:01,114 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,128 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,144 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,157 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,170 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,184 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,197 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:05:01,213 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 17:05:01,226 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,241 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,256 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,274 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,290 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,303 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,319 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,334 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-25 17:05:01,349 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-25 17:05:01,364 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,378 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,391 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,406 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,421 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 17:05:01,436 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 17:05:01,451 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-25 17:05:01,466 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,482 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 17:05:01,496 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,511 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,524 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,539 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,549 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 17:05:01,562 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,577 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 17:05:01,588 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:01,603 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:01,617 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 17:05:01,632 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,648 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,663 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,678 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,694 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,706 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,722 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,735 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,750 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,765 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,779 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 17:05:01,794 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,808 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,823 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,838 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,854 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,869 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 17:05:01,884 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,898 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,910 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,926 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,939 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,952 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:01,967 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,982 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:01,996 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,009 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,021 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:05:02,036 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,052 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,067 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,080 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,093 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 17:05:02,108 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,123 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,138 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:02,152 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 17:05:02,167 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 17:05:02,181 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,195 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,210 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,225 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 17:05:02,239 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,254 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:02,268 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,281 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,297 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,313 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,328 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,341 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,356 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,371 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,388 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,401 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,417 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,432 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,446 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,462 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,477 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,492 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,506 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,521 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,537 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,551 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,566 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,578 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,587 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,602 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,617 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,630 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:02,645 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,660 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,673 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,686 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,701 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,716 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 17:05:02,731 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,748 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,762 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,779 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,793 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,806 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,821 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,835 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,850 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,862 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,876 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:02,890 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.892, mIoU: 0.560
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2023-07-25 17:05:02,965 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,979 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:02,993 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,008 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,024 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,039 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,054 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,067 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,082 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,097 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,112 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,127 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:03,140 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,155 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,168 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,181 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,194 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,208 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,223 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,238 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 17:05:03,253 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,263 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,276 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 17:05:03,292 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,308 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,321 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,336 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,353 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,368 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,381 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,396 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,411 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,424 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,439 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,452 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.893, mIoU: 0.561
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2023-07-25 17:05:03,510 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,525 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,538 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,553 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:05:03,568 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:05:03,580 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,595 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 17:05:03,610 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.893, mIoU: 0.562
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2023-07-25 17:05:03,651 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 17:05:03,664 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.893, mIoU: 0.563
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2023-07-25 17:05:03,694 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:05:03,708 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:05:03,722 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.893, mIoU: 0.563
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2023-07-25 17:05:03,811 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:05:03,827 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.893, mIoU: 0.564
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2023-07-25 17:05:03,856 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:05:03,871 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:03,885 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.892, mIoU: 0.563
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2023-07-25 17:05:04,002 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,016 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 17:05:04,125 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,140 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,155 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,168 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 17:05:04,280 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:04,294 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:04,309 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:04,322 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-25 17:05:04,351 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,365 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,381 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 17:05:04,411 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:04,424 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 17:05:04,499 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,516 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:04,530 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:04,545 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:04,559 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:04,574 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,589 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,602 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,615 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,631 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,645 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,660 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,673 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,686 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,701 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:04,715 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,728 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,742 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,758 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,773 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,789 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,805 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,820 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 17:05:04,837 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,850 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,865 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,881 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,894 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,910 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,925 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,940 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,955 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,969 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 17:05:04,984 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:04,998 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,012 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,027 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,042 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,057 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,070 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 17:05:05,085 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,100 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,113 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,125 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,140 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,156 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,169 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,184 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,200 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,215 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,230 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,245 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,260 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,274 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,287 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,300 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,313 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,327 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:05,340 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,355 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:05,371 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:05,384 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,397 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,412 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,423 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,437 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,453 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,468 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,484 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,498 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,511 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,526 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,541 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,555 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,570 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,586 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 17:05:05,601 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,615 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,630 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,645 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,660 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,675 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,688 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,703 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 17:05:05,718 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 17:05:05,733 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,749 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,761 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,777 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,792 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,807 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,823 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,838 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,853 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,868 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,878 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,893 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,906 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,919 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,936 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,951 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,965 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:05,978 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:05,991 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,005 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,021 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,035 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,050 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,066 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,079 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,094 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,110 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,123 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:05:06,138 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,154 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,167 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,182 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,193 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,209 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,223 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,238 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,253 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,266 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,279 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,293 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,307 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,321 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,334 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,347 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,361 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,377 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,392 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,405 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,420 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,437 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,453 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,468 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,484 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,492 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,507 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,520 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,533 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,548 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,564 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,578 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,594 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,610 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,625 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 17:05:06,640 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,653 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 17:05:06,668 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,684 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 17:05:06,699 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,714 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,729 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,745 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,758 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,772 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,788 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,803 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 17:05:06,816 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,830 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,846 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,861 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,876 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 17:05:06,891 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:06,906 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 17:05:06,921 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:06,936 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:06,949 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:06,965 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:06,978 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:06,993 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,008 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,023 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,038 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,051 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,067 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,082 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,097 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,112 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,127 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,142 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,156 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,169 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,184 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,198 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,213 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,228 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,243 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,259 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,274 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 17:05:07,288 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,299 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,314 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,327 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,341 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,356 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,371 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,386 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,398 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,408 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,425 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,440 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,455 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,468 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,483 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,497 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,510 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,525 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,540 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,554 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,568 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,580 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,595 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,610 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,625 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:07,638 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,654 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,669 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 17:05:07,683 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,700 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,714 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,728 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,744 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 17:05:07,761 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 17:05:24,809 semantic_segmentation INFO: Iters: 60810/150000 || Lr: 0.012527 || Task Loss: 0.5801 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:07 || Estimated Time: 1 day, 20:26:37
2023-07-25 17:05:41,792 semantic_segmentation INFO: Iters: 60820/150000 || Lr: 0.012525 || Task Loss: 0.6205 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:24 || Estimated Time: 1 day, 20:26:17
2023-07-25 17:05:58,884 semantic_segmentation INFO: Iters: 60830/150000 || Lr: 0.012524 || Task Loss: 0.4325 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:41 || Estimated Time: 1 day, 20:25:58
2023-07-25 17:06:15,929 semantic_segmentation INFO: Iters: 60840/150000 || Lr: 0.012523 || Task Loss: 0.8651 || KD Loss: 0.2403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:58 || Estimated Time: 1 day, 20:25:39
2023-07-25 17:06:33,023 semantic_segmentation INFO: Iters: 60850/150000 || Lr: 0.012522 || Task Loss: 0.6248 || KD Loss: 0.2050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:15 || Estimated Time: 1 day, 20:25:20
2023-07-25 17:06:50,097 semantic_segmentation INFO: Iters: 60860/150000 || Lr: 0.012520 || Task Loss: 0.8302 || KD Loss: 0.2168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:32 || Estimated Time: 1 day, 20:25:01
2023-07-25 17:07:07,269 semantic_segmentation INFO: Iters: 60870/150000 || Lr: 0.012519 || Task Loss: 0.8959 || KD Loss: 0.3656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:49 || Estimated Time: 1 day, 20:24:41
2023-07-25 17:07:24,291 semantic_segmentation INFO: Iters: 60880/150000 || Lr: 0.012518 || Task Loss: 0.3574 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:06 || Estimated Time: 1 day, 20:24:22
2023-07-25 17:07:41,304 semantic_segmentation INFO: Iters: 60890/150000 || Lr: 0.012517 || Task Loss: 0.5332 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:23 || Estimated Time: 1 day, 20:24:03
2023-07-25 17:07:58,282 semantic_segmentation INFO: Iters: 60900/150000 || Lr: 0.012515 || Task Loss: 0.8727 || KD Loss: 0.3560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:40 || Estimated Time: 1 day, 20:23:44
2023-07-25 17:08:15,301 semantic_segmentation INFO: Iters: 60910/150000 || Lr: 0.012514 || Task Loss: 0.5517 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:57 || Estimated Time: 1 day, 20:23:24
2023-07-25 17:08:32,673 semantic_segmentation INFO: Iters: 60920/150000 || Lr: 0.012513 || Task Loss: 0.6241 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:14 || Estimated Time: 1 day, 20:23:06
2023-07-25 17:08:50,096 semantic_segmentation INFO: Iters: 60930/150000 || Lr: 0.012512 || Task Loss: 0.6984 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:32 || Estimated Time: 1 day, 20:22:47
2023-07-25 17:09:07,082 semantic_segmentation INFO: Iters: 60940/150000 || Lr: 0.012510 || Task Loss: 0.4901 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:49 || Estimated Time: 1 day, 20:22:28
2023-07-25 17:09:24,139 semantic_segmentation INFO: Iters: 60950/150000 || Lr: 0.012509 || Task Loss: 0.5956 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:06 || Estimated Time: 1 day, 20:22:08
2023-07-25 17:09:41,120 semantic_segmentation INFO: Iters: 60960/150000 || Lr: 0.012508 || Task Loss: 0.5630 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:23 || Estimated Time: 1 day, 20:21:49
2023-07-25 17:09:58,193 semantic_segmentation INFO: Iters: 60970/150000 || Lr: 0.012506 || Task Loss: 0.6601 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:40 || Estimated Time: 1 day, 20:21:30
2023-07-25 17:10:15,285 semantic_segmentation INFO: Iters: 60980/150000 || Lr: 0.012505 || Task Loss: 0.4966 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:57 || Estimated Time: 1 day, 20:21:11
2023-07-25 17:10:32,540 semantic_segmentation INFO: Iters: 60990/150000 || Lr: 0.012504 || Task Loss: 0.5551 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:14 || Estimated Time: 1 day, 20:20:52
2023-07-25 17:10:49,640 semantic_segmentation INFO: Iters: 61000/150000 || Lr: 0.012503 || Task Loss: 0.5333 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:31 || Estimated Time: 1 day, 20:20:32
2023-07-25 17:11:06,806 semantic_segmentation INFO: Iters: 61010/150000 || Lr: 0.012501 || Task Loss: 0.5736 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:49 || Estimated Time: 1 day, 20:20:13
2023-07-25 17:11:23,908 semantic_segmentation INFO: Iters: 61020/150000 || Lr: 0.012500 || Task Loss: 0.4259 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:06 || Estimated Time: 1 day, 20:19:54
2023-07-25 17:11:40,905 semantic_segmentation INFO: Iters: 61030/150000 || Lr: 0.012499 || Task Loss: 0.6822 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:23 || Estimated Time: 1 day, 20:19:35
2023-07-25 17:11:58,128 semantic_segmentation INFO: Iters: 61040/150000 || Lr: 0.012498 || Task Loss: 0.7263 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:40 || Estimated Time: 1 day, 20:19:16
2023-07-25 17:12:15,224 semantic_segmentation INFO: Iters: 61050/150000 || Lr: 0.012496 || Task Loss: 0.5769 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:57 || Estimated Time: 1 day, 20:18:57
2023-07-25 17:12:32,336 semantic_segmentation INFO: Iters: 61060/150000 || Lr: 0.012495 || Task Loss: 0.7100 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:14 || Estimated Time: 1 day, 20:18:38
2023-07-25 17:12:49,496 semantic_segmentation INFO: Iters: 61070/150000 || Lr: 0.012494 || Task Loss: 0.4411 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:31 || Estimated Time: 1 day, 20:18:19
2023-07-25 17:13:06,749 semantic_segmentation INFO: Iters: 61080/150000 || Lr: 0.012493 || Task Loss: 0.7862 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:49 || Estimated Time: 1 day, 20:18:00
2023-07-25 17:13:23,886 semantic_segmentation INFO: Iters: 61090/150000 || Lr: 0.012491 || Task Loss: 0.4838 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:06 || Estimated Time: 1 day, 20:17:41
2023-07-25 17:13:40,949 semantic_segmentation INFO: Iters: 61100/150000 || Lr: 0.012490 || Task Loss: 0.5676 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:23 || Estimated Time: 1 day, 20:17:21
2023-07-25 17:13:57,963 semantic_segmentation INFO: Iters: 61110/150000 || Lr: 0.012489 || Task Loss: 0.6100 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:40 || Estimated Time: 1 day, 20:17:02
2023-07-25 17:14:15,213 semantic_segmentation INFO: Iters: 61120/150000 || Lr: 0.012488 || Task Loss: 0.6572 || KD Loss: 0.2123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:57 || Estimated Time: 1 day, 20:16:43
2023-07-25 17:14:32,347 semantic_segmentation INFO: Iters: 61130/150000 || Lr: 0.012486 || Task Loss: 0.6623 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:14 || Estimated Time: 1 day, 20:16:24
2023-07-25 17:14:49,521 semantic_segmentation INFO: Iters: 61140/150000 || Lr: 0.012485 || Task Loss: 0.6530 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:31 || Estimated Time: 1 day, 20:16:05
2023-07-25 17:15:06,901 semantic_segmentation INFO: Iters: 61150/150000 || Lr: 0.012484 || Task Loss: 0.6320 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:49 || Estimated Time: 1 day, 20:15:46
2023-07-25 17:15:24,058 semantic_segmentation INFO: Iters: 61160/150000 || Lr: 0.012482 || Task Loss: 0.4806 || KD Loss: 0.1441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:06 || Estimated Time: 1 day, 20:15:27
2023-07-25 17:15:41,245 semantic_segmentation INFO: Iters: 61170/150000 || Lr: 0.012481 || Task Loss: 0.7191 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:23 || Estimated Time: 1 day, 20:15:08
2023-07-25 17:15:58,554 semantic_segmentation INFO: Iters: 61180/150000 || Lr: 0.012480 || Task Loss: 0.4850 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:40 || Estimated Time: 1 day, 20:14:49
2023-07-25 17:16:15,956 semantic_segmentation INFO: Iters: 61190/150000 || Lr: 0.012479 || Task Loss: 0.5874 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:58 || Estimated Time: 1 day, 20:14:31
2023-07-25 17:16:33,171 semantic_segmentation INFO: Iters: 61200/150000 || Lr: 0.012477 || Task Loss: 0.8430 || KD Loss: 0.2363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:15 || Estimated Time: 1 day, 20:14:12
2023-07-25 17:16:50,380 semantic_segmentation INFO: Iters: 61210/150000 || Lr: 0.012476 || Task Loss: 0.5540 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:32 || Estimated Time: 1 day, 20:13:53
2023-07-25 17:17:07,590 semantic_segmentation INFO: Iters: 61220/150000 || Lr: 0.012475 || Task Loss: 0.5237 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:49 || Estimated Time: 1 day, 20:13:34
2023-07-25 17:17:24,689 semantic_segmentation INFO: Iters: 61230/150000 || Lr: 0.012474 || Task Loss: 0.4553 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:06 || Estimated Time: 1 day, 20:13:15
2023-07-25 17:17:41,879 semantic_segmentation INFO: Iters: 61240/150000 || Lr: 0.012472 || Task Loss: 0.5242 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:24 || Estimated Time: 1 day, 20:12:56
2023-07-25 17:17:59,061 semantic_segmentation INFO: Iters: 61250/150000 || Lr: 0.012471 || Task Loss: 0.4730 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:41 || Estimated Time: 1 day, 20:12:37
2023-07-25 17:18:16,092 semantic_segmentation INFO: Iters: 61260/150000 || Lr: 0.012470 || Task Loss: 0.7394 || KD Loss: 0.2237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:58 || Estimated Time: 1 day, 20:12:17
2023-07-25 17:18:33,196 semantic_segmentation INFO: Iters: 61270/150000 || Lr: 0.012469 || Task Loss: 0.4539 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:15 || Estimated Time: 1 day, 20:11:58
2023-07-25 17:18:50,381 semantic_segmentation INFO: Iters: 61280/150000 || Lr: 0.012467 || Task Loss: 0.5230 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:32 || Estimated Time: 1 day, 20:11:39
2023-07-25 17:19:07,380 semantic_segmentation INFO: Iters: 61290/150000 || Lr: 0.012466 || Task Loss: 0.5270 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:49 || Estimated Time: 1 day, 20:11:20
2023-07-25 17:19:24,398 semantic_segmentation INFO: Iters: 61300/150000 || Lr: 0.012465 || Task Loss: 0.4909 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:06 || Estimated Time: 1 day, 20:11:01
2023-07-25 17:19:41,577 semantic_segmentation INFO: Iters: 61310/150000 || Lr: 0.012463 || Task Loss: 0.4411 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:23 || Estimated Time: 1 day, 20:10:42
2023-07-25 17:19:58,732 semantic_segmentation INFO: Iters: 61320/150000 || Lr: 0.012462 || Task Loss: 0.5533 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:41 || Estimated Time: 1 day, 20:10:23
2023-07-25 17:20:15,816 semantic_segmentation INFO: Iters: 61330/150000 || Lr: 0.012461 || Task Loss: 0.7191 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:58 || Estimated Time: 1 day, 20:10:03
2023-07-25 17:20:32,867 semantic_segmentation INFO: Iters: 61340/150000 || Lr: 0.012460 || Task Loss: 0.5855 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:15 || Estimated Time: 1 day, 20:09:44
2023-07-25 17:20:49,791 semantic_segmentation INFO: Iters: 61350/150000 || Lr: 0.012458 || Task Loss: 0.8238 || KD Loss: 0.1896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:32 || Estimated Time: 1 day, 20:09:25
2023-07-25 17:21:06,995 semantic_segmentation INFO: Iters: 61360/150000 || Lr: 0.012457 || Task Loss: 0.5384 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:49 || Estimated Time: 1 day, 20:09:06
2023-07-25 17:21:23,990 semantic_segmentation INFO: Iters: 61370/150000 || Lr: 0.012456 || Task Loss: 0.9138 || KD Loss: 0.2747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:06 || Estimated Time: 1 day, 20:08:47
2023-07-25 17:21:40,950 semantic_segmentation INFO: Iters: 61380/150000 || Lr: 0.012455 || Task Loss: 0.4466 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:23 || Estimated Time: 1 day, 20:08:27
2023-07-25 17:21:58,074 semantic_segmentation INFO: Iters: 61390/150000 || Lr: 0.012453 || Task Loss: 0.7747 || KD Loss: 0.3034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:40 || Estimated Time: 1 day, 20:08:08
2023-07-25 17:22:15,537 semantic_segmentation INFO: Iters: 61400/150000 || Lr: 0.012452 || Task Loss: 0.7511 || KD Loss: 0.3172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:57 || Estimated Time: 1 day, 20:07:50
2023-07-25 17:22:32,400 semantic_segmentation INFO: Iters: 61410/150000 || Lr: 0.012451 || Task Loss: 0.5915 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:35:14 || Estimated Time: 1 day, 20:07:30
2023-07-25 17:22:49,555 semantic_segmentation INFO: Iters: 61420/150000 || Lr: 0.012450 || Task Loss: 0.6425 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:35:31 || Estimated Time: 1 day, 20:07:11
2023-07-25 17:23:06,728 semantic_segmentation INFO: Iters: 61430/150000 || Lr: 0.012448 || Task Loss: 0.5496 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:35:49 || Estimated Time: 1 day, 20:06:52
2023-07-25 17:23:23,798 semantic_segmentation INFO: Iters: 61440/150000 || Lr: 0.012447 || Task Loss: 0.5629 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:06 || Estimated Time: 1 day, 20:06:33
2023-07-25 17:23:40,855 semantic_segmentation INFO: Iters: 61450/150000 || Lr: 0.012446 || Task Loss: 0.6592 || KD Loss: 0.1726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:23 || Estimated Time: 1 day, 20:06:14
2023-07-25 17:23:57,976 semantic_segmentation INFO: Iters: 61460/150000 || Lr: 0.012445 || Task Loss: 0.7548 || KD Loss: 0.2910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:40 || Estimated Time: 1 day, 20:05:54
2023-07-25 17:24:15,586 semantic_segmentation INFO: Iters: 61470/150000 || Lr: 0.012443 || Task Loss: 0.4319 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:57 || Estimated Time: 1 day, 20:05:36
2023-07-25 17:24:32,912 semantic_segmentation INFO: Iters: 61480/150000 || Lr: 0.012442 || Task Loss: 0.5938 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:15 || Estimated Time: 1 day, 20:05:17
2023-07-25 17:24:50,203 semantic_segmentation INFO: Iters: 61490/150000 || Lr: 0.012441 || Task Loss: 0.7619 || KD Loss: 0.2695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:32 || Estimated Time: 1 day, 20:04:58
2023-07-25 17:25:07,515 semantic_segmentation INFO: Iters: 61500/150000 || Lr: 0.012439 || Task Loss: 0.4302 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:49 || Estimated Time: 1 day, 20:04:40
2023-07-25 17:25:24,833 semantic_segmentation INFO: Iters: 61510/150000 || Lr: 0.012438 || Task Loss: 0.5999 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:07 || Estimated Time: 1 day, 20:04:21
2023-07-25 17:25:42,250 semantic_segmentation INFO: Iters: 61520/150000 || Lr: 0.012437 || Task Loss: 0.9162 || KD Loss: 0.3552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:24 || Estimated Time: 1 day, 20:04:02
2023-07-25 17:25:59,728 semantic_segmentation INFO: Iters: 61530/150000 || Lr: 0.012436 || Task Loss: 0.5441 || KD Loss: 0.1280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:42 || Estimated Time: 1 day, 20:03:44
2023-07-25 17:26:17,031 semantic_segmentation INFO: Iters: 61540/150000 || Lr: 0.012434 || Task Loss: 0.7018 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:59 || Estimated Time: 1 day, 20:03:25
2023-07-25 17:26:34,268 semantic_segmentation INFO: Iters: 61550/150000 || Lr: 0.012433 || Task Loss: 0.5447 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:39:16 || Estimated Time: 1 day, 20:03:06
2023-07-25 17:26:51,836 semantic_segmentation INFO: Iters: 61560/150000 || Lr: 0.012432 || Task Loss: 0.5756 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:39:34 || Estimated Time: 1 day, 20:02:47
2023-07-25 17:27:09,018 semantic_segmentation INFO: Iters: 61570/150000 || Lr: 0.012431 || Task Loss: 0.6956 || KD Loss: 0.2752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:39:51 || Estimated Time: 1 day, 20:02:28
2023-07-25 17:27:26,181 semantic_segmentation INFO: Iters: 61580/150000 || Lr: 0.012429 || Task Loss: 0.5238 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:08 || Estimated Time: 1 day, 20:02:09
2023-07-25 17:27:43,780 semantic_segmentation INFO: Iters: 61590/150000 || Lr: 0.012428 || Task Loss: 0.4834 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:26 || Estimated Time: 1 day, 20:01:51
2023-07-25 17:28:01,388 semantic_segmentation INFO: Iters: 61600/150000 || Lr: 0.012427 || Task Loss: 0.6512 || KD Loss: 0.1736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:43 || Estimated Time: 1 day, 20:01:33
2023-07-25 17:28:01,517 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 17:28:01,896 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-25 17:28:01,919 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-25 17:28:01,932 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.163
2023-07-25 17:28:01,946 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.163
2023-07-25 17:28:01,960 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.226
2023-07-25 17:28:01,972 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.272
2023-07-25 17:28:01,987 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.309
2023-07-25 17:28:02,002 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.316
2023-07-25 17:28:02,015 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.332
2023-07-25 17:28:02,030 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.935, mIoU: 0.365
2023-07-25 17:28:02,045 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.367
2023-07-25 17:28:02,061 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.368
2023-07-25 17:28:02,073 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.883, mIoU: 0.365
2023-07-25 17:28:02,088 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.350
2023-07-25 17:28:02,103 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.890, mIoU: 0.349
2023-07-25 17:28:02,116 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.347
2023-07-25 17:28:02,126 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.888, mIoU: 0.341
2023-07-25 17:28:02,139 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.341
2023-07-25 17:28:02,153 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.350
2023-07-25 17:28:02,170 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.896, mIoU: 0.393
2023-07-25 17:28:02,185 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.901, mIoU: 0.394
2023-07-25 17:28:02,200 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.902, mIoU: 0.404
2023-07-25 17:28:02,215 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.420
2023-07-25 17:28:02,231 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.899, mIoU: 0.424
2023-07-25 17:28:02,247 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.432
2023-07-25 17:28:02,261 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.436
2023-07-25 17:28:02,276 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.436
2023-07-25 17:28:02,287 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.903, mIoU: 0.436
2023-07-25 17:28:02,302 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.431
2023-07-25 17:28:02,317 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.431
2023-07-25 17:28:02,331 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.430
2023-07-25 17:28:02,346 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.429
2023-07-25 17:28:02,361 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.438
2023-07-25 17:28:02,376 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.436
2023-07-25 17:28:02,391 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.460
2023-07-25 17:28:02,406 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.906, mIoU: 0.461
2023-07-25 17:28:02,419 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.908, mIoU: 0.458
2023-07-25 17:28:02,432 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.489
2023-07-25 17:28:02,449 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.490
2023-07-25 17:28:02,462 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.490
2023-07-25 17:28:02,476 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.516
2023-07-25 17:28:02,491 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-25 17:28:02,506 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.513
2023-07-25 17:28:02,519 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.513
2023-07-25 17:28:02,535 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.908, mIoU: 0.517
2023-07-25 17:28:02,551 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.519
2023-07-25 17:28:02,564 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.525
2023-07-25 17:28:02,577 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.525
2023-07-25 17:28:02,592 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-25 17:28:02,609 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.521
2023-07-25 17:28:02,626 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.516
2023-07-25 17:28:02,642 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.516
2023-07-25 17:28:02,655 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.911, mIoU: 0.515
2023-07-25 17:28:02,672 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.911, mIoU: 0.515
2023-07-25 17:28:02,688 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.520
2023-07-25 17:28:02,701 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.504
2023-07-25 17:28:02,717 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.902, mIoU: 0.503
2023-07-25 17:28:02,735 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.904, mIoU: 0.502
2023-07-25 17:28:02,749 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.504
2023-07-25 17:28:02,764 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.899, mIoU: 0.540
2023-07-25 17:28:02,778 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.899, mIoU: 0.535
2023-07-25 17:28:02,793 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.900, mIoU: 0.533
2023-07-25 17:28:02,807 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.900, mIoU: 0.532
2023-07-25 17:28:02,825 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.539
2023-07-25 17:28:02,838 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.547
2023-07-25 17:28:02,854 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.546
2023-07-25 17:28:02,869 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.546
2023-07-25 17:28:02,883 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-25 17:28:02,898 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 17:28:02,913 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 17:28:02,929 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-25 17:28:02,942 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 17:28:02,957 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 17:28:02,972 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:02,987 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 17:28:03,003 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 17:28:03,018 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-25 17:28:03,028 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-25 17:28:03,044 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-25 17:28:03,061 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-25 17:28:03,074 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 17:28:03,090 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 17:28:03,105 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 17:28:03,120 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 17:28:03,136 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 17:28:03,151 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 17:28:03,166 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 17:28:03,182 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 17:28:03,197 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 17:28:03,211 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 17:28:03,226 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 17:28:03,242 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 17:28:03,258 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 17:28:03,274 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-25 17:28:03,289 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 17:28:03,305 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 17:28:03,318 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-25 17:28:03,332 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:03,347 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:03,361 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:03,377 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:03,391 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 17:28:03,405 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 17:28:03,420 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 17:28:03,435 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 17:28:03,448 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 17:28:03,463 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 17:28:03,478 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 17:28:03,491 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 17:28:03,505 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 17:28:03,517 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 17:28:03,531 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 17:28:03,546 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:03,560 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:03,575 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 17:28:03,588 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 17:28:03,602 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 17:28:03,617 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-25 17:28:03,631 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 17:28:03,646 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-25 17:28:03,662 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-25 17:28:03,676 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.900, mIoU: 0.571
2023-07-25 17:28:03,690 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-25 17:28:03,706 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 17:28:03,722 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-25 17:28:03,730 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.901, mIoU: 0.571
2023-07-25 17:28:03,742 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-25 17:28:03,759 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-25 17:28:03,768 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.900, mIoU: 0.571
2023-07-25 17:28:03,781 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-25 17:28:03,797 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-25 17:28:03,812 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-25 17:28:03,826 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-25 17:28:03,842 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-25 17:28:03,855 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.901, mIoU: 0.572
2023-07-25 17:28:03,868 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-25 17:28:03,884 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-25 17:28:03,897 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-25 17:28:03,913 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 17:28:03,926 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-25 17:28:03,942 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.901, mIoU: 0.571
2023-07-25 17:28:03,957 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-25 17:28:03,973 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-25 17:28:03,989 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-25 17:28:04,004 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-25 17:28:04,019 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 17:28:04,035 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 17:28:04,050 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-25 17:28:04,062 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 17:28:04,078 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:04,093 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 17:28:04,107 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 17:28:04,122 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 17:28:04,135 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 17:28:04,149 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 17:28:04,164 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 17:28:04,180 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 17:28:04,195 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 17:28:04,211 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 17:28:04,226 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 17:28:04,242 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:04,257 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:04,271 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 17:28:04,286 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 17:28:04,299 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 17:28:04,313 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 17:28:04,325 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 17:28:04,340 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 17:28:04,355 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 17:28:04,370 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 17:28:04,386 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 17:28:04,399 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 17:28:04,415 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 17:28:04,430 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 17:28:04,446 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 17:28:04,462 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 17:28:04,476 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 17:28:04,490 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 17:28:04,506 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 17:28:04,519 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-25 17:28:04,536 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-25 17:28:04,549 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-25 17:28:04,565 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-25 17:28:04,580 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 17:28:04,596 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-25 17:28:04,612 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 17:28:04,628 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-25 17:28:04,642 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.902, mIoU: 0.581
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2023-07-25 17:28:07,568 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.893, mIoU: 0.566
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2023-07-25 17:28:07,703 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 17:28:07,718 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 17:28:07,734 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-25 17:28:07,793 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 17:28:07,806 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 17:28:07,821 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-25 17:28:07,895 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:28:07,911 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-25 17:28:07,941 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-25 17:28:08,014 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 17:28:08,031 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 17:28:08,047 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-25 17:28:08,077 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-25 17:28:08,110 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 17:28:08,125 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.892, mIoU: 0.563
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2023-07-25 17:28:08,154 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.891, mIoU: 0.563
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2023-07-25 17:28:08,184 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 17:28:08,271 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:28:08,283 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 17:28:08,298 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:28:08,314 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:28:08,328 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:28:08,344 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.893, mIoU: 0.568
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2023-07-25 17:28:08,508 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.892, mIoU: 0.566
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2023-07-25 17:28:08,674 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.892, mIoU: 0.563
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2023-07-25 17:28:08,869 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 17:28:08,884 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:28:08,899 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:28:08,912 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 17:28:08,939 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:28:08,955 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 17:28:08,970 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 17:28:08,986 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 17:28:09,001 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 17:28:09,017 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 17:28:09,027 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 17:28:09,041 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 17:28:09,057 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 17:28:09,072 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 17:28:09,086 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 17:28:09,100 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 17:28:09,114 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 17:28:09,129 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 17:28:09,145 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 17:28:09,160 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 17:28:09,169 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 17:28:09,185 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 17:28:09,200 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 17:28:09,214 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 17:28:09,229 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 17:28:09,244 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 17:28:09,258 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 17:28:09,274 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 17:28:09,287 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 17:28:09,303 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 17:28:09,319 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 17:28:09,335 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 17:28:09,351 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 17:28:09,365 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 17:28:09,379 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 17:28:09,394 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:09,410 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 17:28:09,425 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 17:28:09,440 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 17:28:09,456 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:09,472 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 17:28:09,488 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:09,501 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.897, mIoU: 0.583
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2023-07-25 17:28:09,531 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 17:28:09,546 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 17:28:09,562 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 17:28:09,577 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 17:28:09,591 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 17:28:09,606 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 17:28:09,621 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 17:28:09,635 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 17:28:09,650 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 17:28:09,663 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-25 17:28:09,679 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-25 17:28:09,692 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:09,705 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-25 17:28:09,718 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-25 17:28:09,733 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-25 17:28:09,749 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.898, mIoU: 0.594
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2023-07-25 17:28:09,780 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-25 17:28:09,789 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-25 17:28:09,804 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-25 17:28:09,820 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:09,836 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:09,851 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:09,866 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-25 17:28:09,879 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-25 17:28:09,893 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-25 17:28:09,909 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.898, mIoU: 0.592
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2023-07-25 17:28:10,013 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.899, mIoU: 0.592
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2023-07-25 17:28:10,223 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:10,239 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-25 17:28:10,281 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.899, mIoU: 0.593
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2023-07-25 17:28:10,324 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.899, mIoU: 0.594
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2023-07-25 17:28:10,513 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-25 17:28:10,528 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-25 17:28:10,544 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-25 17:28:10,557 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-25 17:28:10,573 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-25 17:28:10,588 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-25 17:28:10,603 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,618 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,633 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-25 17:28:10,645 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-25 17:28:10,660 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,675 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,689 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,704 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,720 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,731 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,747 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-25 17:28:10,762 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-25 17:28:10,777 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:10,790 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:10,805 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,820 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:10,836 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,850 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,866 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-25 17:28:10,881 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:10,896 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:10,912 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:10,926 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:10,940 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 17:28:10,955 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,970 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,985 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:10,998 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,014 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,027 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,042 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,058 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,073 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,088 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-25 17:28:11,104 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:11,119 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-25 17:28:11,133 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:11,148 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,162 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,177 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,196 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,211 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,227 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,237 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,250 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,266 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,279 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:11,294 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:11,307 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,320 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,335 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-25 17:28:11,352 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,367 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,383 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,396 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,411 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,424 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,439 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,454 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-25 17:28:11,470 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-25 17:28:11,485 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,501 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,516 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,529 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-25 17:28:11,545 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-25 17:28:11,560 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,573 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,587 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 17:28:11,601 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,617 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-25 17:28:11,633 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,646 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,661 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,677 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,692 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-25 17:28:11,705 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 17:28:11,718 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-25 17:28:11,726 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-25 17:28:11,741 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-25 17:28:11,757 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-25 17:28:11,772 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-25 17:28:11,788 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-25 17:28:11,803 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-25 17:28:11,818 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,835 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,850 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,863 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,878 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,893 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,908 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,924 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:11,937 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:11,950 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:11,964 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:11,978 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:11,992 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:12,006 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:12,019 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:12,034 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,050 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,062 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,077 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,090 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,101 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,116 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 17:28:12,131 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 17:28:12,146 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 17:28:12,161 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,176 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,191 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 17:28:12,204 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:12,220 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,235 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,253 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,269 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,284 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 17:28:12,300 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 17:28:12,313 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,326 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 17:28:12,339 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:12,355 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 17:28:12,371 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:12,385 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:12,398 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:12,413 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 17:28:12,428 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 17:28:12,444 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 17:28:12,460 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,476 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,490 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,505 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,519 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,534 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,550 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,565 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,582 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,596 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,613 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,628 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,641 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,654 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,669 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,685 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,700 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,714 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,726 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,739 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:12,753 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,766 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 17:28:12,780 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 17:28:12,797 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,810 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,825 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,838 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,853 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,868 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:12,881 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:12,894 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,909 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,924 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,937 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:12,952 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:12,967 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:12,981 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:12,994 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,009 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,025 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,042 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,056 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,071 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,085 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,101 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,114 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,128 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,143 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,159 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,173 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,189 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,205 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,221 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,237 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,250 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,262 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,277 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,290 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,303 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,316 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,332 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,345 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,358 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,372 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,388 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,403 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,418 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,432 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,445 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,461 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,477 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:13,493 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,508 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,521 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 17:28:13,535 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,547 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:13,563 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:13,579 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:13,594 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:13,609 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:13,621 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,634 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:13,649 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,664 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,678 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,693 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,706 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:13,721 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:13,734 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:13,749 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 17:28:13,762 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,777 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:13,792 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:13,805 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,820 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,835 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,850 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,866 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,881 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,897 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,912 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,927 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,943 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:13,959 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,972 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:13,986 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,000 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,018 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,033 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,050 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,066 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,078 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,093 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,110 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,125 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,138 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,154 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,169 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,182 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,196 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,212 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,227 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,240 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,252 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,269 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,285 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,301 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,315 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,331 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,347 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,363 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,378 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,392 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,408 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,422 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,437 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,452 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:14,466 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,481 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,494 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 17:28:14,509 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,524 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,539 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,554 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,569 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,584 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,598 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,614 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,628 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,643 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,658 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,669 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,684 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,698 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,714 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,730 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,746 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,759 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,775 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,791 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,806 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 17:28:14,823 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,839 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,853 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 17:28:14,869 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,885 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,900 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,913 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,929 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:14,944 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,960 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,974 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:14,989 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,004 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,017 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,031 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,046 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,060 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,075 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,088 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,103 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,119 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,134 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 17:28:15,150 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,166 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,181 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,195 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,209 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,224 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,238 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,252 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,268 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,283 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,299 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,315 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,328 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,341 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,358 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:15,373 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,387 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,402 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,415 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,431 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,445 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,461 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,476 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,491 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:15,501 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,517 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:15,533 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,547 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,561 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,577 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,592 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,606 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,621 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,636 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,652 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,667 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,683 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:15,700 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,715 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,729 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,744 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,760 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,775 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-25 17:28:15,788 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,803 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,819 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,834 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,841 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:15,854 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,868 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,881 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,893 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:15,908 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:15,923 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:15,938 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:15,951 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:15,964 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:15,979 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:15,992 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,007 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,021 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,036 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,051 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,066 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,082 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,093 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,107 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:16,123 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 17:28:16,139 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,154 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,170 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,184 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,194 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,206 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,219 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,231 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,247 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,260 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,275 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,291 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:16,307 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:16,321 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:16,337 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 17:28:16,352 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:16,368 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,384 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,399 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,414 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:16,430 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:16,446 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-25 17:28:16,460 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,473 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,489 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,502 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,518 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,531 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,547 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,562 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,580 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:16,596 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 17:28:16,609 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 17:28:16,625 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 17:28:16,640 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 17:28:16,655 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 17:28:16,670 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 17:28:16,683 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,696 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,712 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,728 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,743 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 17:28:16,760 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 17:28:16,776 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 17:28:16,793 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 17:28:16,808 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,824 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,838 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,854 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 17:28:16,865 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,878 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,894 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 17:28:16,907 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,922 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,938 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 17:28:16,953 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:16,968 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:16,984 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:16,999 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,014 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,026 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,042 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,055 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,070 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,084 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,098 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,113 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,126 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,141 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:17,157 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:17,173 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,189 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,205 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,218 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,231 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,247 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,261 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,275 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 17:28:17,291 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:17,307 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,323 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 17:28:17,336 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:17,349 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:17,364 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:17,380 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,395 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,409 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 17:28:17,422 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,438 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,453 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,468 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,483 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,498 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,512 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,527 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,542 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,558 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 17:28:17,574 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,589 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,604 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,618 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,634 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,650 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,665 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,678 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 17:28:17,693 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,709 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,725 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,738 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,754 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,769 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,785 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,801 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,817 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,832 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,846 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,861 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,878 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,892 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,907 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,920 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 17:28:17,930 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,946 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,962 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,975 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:17,991 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,007 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,020 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,033 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,048 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,063 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,079 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,096 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,110 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,128 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,143 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,156 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,171 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,187 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,202 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,215 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,228 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,244 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,259 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,275 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,290 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,303 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 17:28:18,319 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,333 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,346 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,362 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,378 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,393 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,408 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,421 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:18,436 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,451 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,467 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,482 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,495 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,511 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,524 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,536 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,549 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,564 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,579 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,595 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,610 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,621 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,634 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,650 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,666 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,679 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,695 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,711 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,727 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:18,740 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:18,755 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,770 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,783 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 17:28:18,799 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 17:28:18,812 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,825 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,841 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,855 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,870 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,885 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 17:28:18,898 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,913 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,928 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,940 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,955 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:18,970 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:18,986 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,001 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 17:28:19,013 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 17:28:19,027 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,042 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,057 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,071 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 17:28:19,084 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,099 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,116 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,130 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 17:28:19,140 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.901, mIoU: 0.593
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2023-07-25 17:28:19,215 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 17:28:19,230 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-25 17:28:19,380 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.593
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2023-07-25 17:28:19,506 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 17:28:19,521 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.900, mIoU: 0.592
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2023-07-25 17:28:19,713 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-25 17:28:19,727 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-25 17:28:21,913 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:21,929 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:21,944 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:21,960 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:21,975 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:21,991 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 17:28:22,006 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,020 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,035 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,052 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,067 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,083 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,098 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,115 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,129 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,144 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,159 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,174 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,187 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 17:28:22,200 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,215 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,231 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,245 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 17:28:22,260 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,276 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,291 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,306 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,319 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 17:28:22,334 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,348 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,363 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,379 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,394 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,409 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,422 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,438 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,453 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,470 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,485 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,500 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,516 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,531 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 17:28:22,544 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,559 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,573 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,588 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,603 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,618 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:22,633 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,649 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,663 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,673 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,689 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,702 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,717 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,733 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,748 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,763 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,775 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,784 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,802 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,818 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,833 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,846 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,861 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,876 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,889 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,904 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,919 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,933 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,948 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:22,961 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:22,975 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:22,990 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:23,005 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:23,017 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:23,032 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:23,047 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 17:28:23,061 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:23,077 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:23,090 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:23,105 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:23,120 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 17:28:23,138 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 17:28:40,513 semantic_segmentation INFO: Iters: 61610/150000 || Lr: 0.012426 || Task Loss: 0.5903 || KD Loss: 0.2011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:41:22 || Estimated Time: 1 day, 20:01:45
2023-07-25 17:28:57,821 semantic_segmentation INFO: Iters: 61620/150000 || Lr: 0.012424 || Task Loss: 0.6719 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:41:40 || Estimated Time: 1 day, 20:01:26
2023-07-25 17:29:15,104 semantic_segmentation INFO: Iters: 61630/150000 || Lr: 0.012423 || Task Loss: 0.6630 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:41:57 || Estimated Time: 1 day, 20:01:07
2023-07-25 17:29:32,303 semantic_segmentation INFO: Iters: 61640/150000 || Lr: 0.012422 || Task Loss: 0.6167 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:14 || Estimated Time: 1 day, 20:00:48
2023-07-25 17:29:49,528 semantic_segmentation INFO: Iters: 61650/150000 || Lr: 0.012420 || Task Loss: 0.5640 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:31 || Estimated Time: 1 day, 20:00:29
2023-07-25 17:30:06,794 semantic_segmentation INFO: Iters: 61660/150000 || Lr: 0.012419 || Task Loss: 0.6480 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:49 || Estimated Time: 1 day, 20:00:11
2023-07-25 17:30:24,371 semantic_segmentation INFO: Iters: 61670/150000 || Lr: 0.012418 || Task Loss: 0.4833 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:06 || Estimated Time: 1 day, 19:59:52
2023-07-25 17:30:42,211 semantic_segmentation INFO: Iters: 61680/150000 || Lr: 0.012417 || Task Loss: 0.5896 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:24 || Estimated Time: 1 day, 19:59:34
2023-07-25 17:30:59,744 semantic_segmentation INFO: Iters: 61690/150000 || Lr: 0.012415 || Task Loss: 0.5706 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:42 || Estimated Time: 1 day, 19:59:16
2023-07-25 17:31:16,820 semantic_segmentation INFO: Iters: 61700/150000 || Lr: 0.012414 || Task Loss: 0.5409 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:59 || Estimated Time: 1 day, 19:58:56
2023-07-25 17:31:33,943 semantic_segmentation INFO: Iters: 61710/150000 || Lr: 0.012413 || Task Loss: 0.3257 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:16 || Estimated Time: 1 day, 19:58:37
2023-07-25 17:31:50,975 semantic_segmentation INFO: Iters: 61720/150000 || Lr: 0.012412 || Task Loss: 0.5385 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:33 || Estimated Time: 1 day, 19:58:18
2023-07-25 17:32:08,075 semantic_segmentation INFO: Iters: 61730/150000 || Lr: 0.012410 || Task Loss: 0.7684 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:50 || Estimated Time: 1 day, 19:57:59
2023-07-25 17:32:25,231 semantic_segmentation INFO: Iters: 61740/150000 || Lr: 0.012409 || Task Loss: 0.5390 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:07 || Estimated Time: 1 day, 19:57:40
2023-07-25 17:32:42,564 semantic_segmentation INFO: Iters: 61750/150000 || Lr: 0.012408 || Task Loss: 0.5148 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:24 || Estimated Time: 1 day, 19:57:21
2023-07-25 17:32:59,677 semantic_segmentation INFO: Iters: 61760/150000 || Lr: 0.012407 || Task Loss: 0.4238 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:41 || Estimated Time: 1 day, 19:57:02
2023-07-25 17:33:16,902 semantic_segmentation INFO: Iters: 61770/150000 || Lr: 0.012405 || Task Loss: 0.6655 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:59 || Estimated Time: 1 day, 19:56:43
2023-07-25 17:33:34,141 semantic_segmentation INFO: Iters: 61780/150000 || Lr: 0.012404 || Task Loss: 0.5112 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:16 || Estimated Time: 1 day, 19:56:24
2023-07-25 17:33:51,384 semantic_segmentation INFO: Iters: 61790/150000 || Lr: 0.012403 || Task Loss: 0.6680 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:33 || Estimated Time: 1 day, 19:56:05
2023-07-25 17:34:08,662 semantic_segmentation INFO: Iters: 61800/150000 || Lr: 0.012401 || Task Loss: 0.4026 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:50 || Estimated Time: 1 day, 19:55:46
2023-07-25 17:34:25,907 semantic_segmentation INFO: Iters: 61810/150000 || Lr: 0.012400 || Task Loss: 0.6685 || KD Loss: 0.1985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:08 || Estimated Time: 1 day, 19:55:27
2023-07-25 17:34:42,919 semantic_segmentation INFO: Iters: 61820/150000 || Lr: 0.012399 || Task Loss: 0.8009 || KD Loss: 0.2631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:25 || Estimated Time: 1 day, 19:55:08
2023-07-25 17:34:59,957 semantic_segmentation INFO: Iters: 61830/150000 || Lr: 0.012398 || Task Loss: 0.4670 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:42 || Estimated Time: 1 day, 19:54:49
2023-07-25 17:35:16,975 semantic_segmentation INFO: Iters: 61840/150000 || Lr: 0.012396 || Task Loss: 0.6263 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:59 || Estimated Time: 1 day, 19:54:30
2023-07-25 17:35:33,982 semantic_segmentation INFO: Iters: 61850/150000 || Lr: 0.012395 || Task Loss: 1.0124 || KD Loss: 0.4019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:16 || Estimated Time: 1 day, 19:54:11
2023-07-25 17:35:50,913 semantic_segmentation INFO: Iters: 61860/150000 || Lr: 0.012394 || Task Loss: 0.5767 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:33 || Estimated Time: 1 day, 19:53:51
2023-07-25 17:36:08,255 semantic_segmentation INFO: Iters: 61870/150000 || Lr: 0.012393 || Task Loss: 0.5748 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:50 || Estimated Time: 1 day, 19:53:32
2023-07-25 17:36:25,328 semantic_segmentation INFO: Iters: 61880/150000 || Lr: 0.012391 || Task Loss: 0.6290 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:07 || Estimated Time: 1 day, 19:53:13
2023-07-25 17:36:42,254 semantic_segmentation INFO: Iters: 61890/150000 || Lr: 0.012390 || Task Loss: 0.5669 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:24 || Estimated Time: 1 day, 19:52:54
2023-07-25 17:36:59,202 semantic_segmentation INFO: Iters: 61900/150000 || Lr: 0.012389 || Task Loss: 0.4523 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:41 || Estimated Time: 1 day, 19:52:35
2023-07-25 17:37:16,178 semantic_segmentation INFO: Iters: 61910/150000 || Lr: 0.012388 || Task Loss: 0.5057 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:58 || Estimated Time: 1 day, 19:52:15
2023-07-25 17:37:33,151 semantic_segmentation INFO: Iters: 61920/150000 || Lr: 0.012386 || Task Loss: 0.6605 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:15 || Estimated Time: 1 day, 19:51:56
2023-07-25 17:37:50,253 semantic_segmentation INFO: Iters: 61930/150000 || Lr: 0.012385 || Task Loss: 0.4766 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:32 || Estimated Time: 1 day, 19:51:37
2023-07-25 17:38:07,223 semantic_segmentation INFO: Iters: 61940/150000 || Lr: 0.012384 || Task Loss: 0.6483 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:49 || Estimated Time: 1 day, 19:51:18
2023-07-25 17:38:24,181 semantic_segmentation INFO: Iters: 61950/150000 || Lr: 0.012383 || Task Loss: 0.4214 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:06 || Estimated Time: 1 day, 19:50:58
2023-07-25 17:38:41,210 semantic_segmentation INFO: Iters: 61960/150000 || Lr: 0.012381 || Task Loss: 0.6955 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:23 || Estimated Time: 1 day, 19:50:39
2023-07-25 17:38:58,517 semantic_segmentation INFO: Iters: 61970/150000 || Lr: 0.012380 || Task Loss: 0.4607 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:40 || Estimated Time: 1 day, 19:50:20
2023-07-25 17:39:15,705 semantic_segmentation INFO: Iters: 61980/150000 || Lr: 0.012379 || Task Loss: 0.3997 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:57 || Estimated Time: 1 day, 19:50:01
2023-07-25 17:39:32,808 semantic_segmentation INFO: Iters: 61990/150000 || Lr: 0.012377 || Task Loss: 0.6231 || KD Loss: 0.2254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:15 || Estimated Time: 1 day, 19:49:42
2023-07-25 17:39:49,935 semantic_segmentation INFO: Iters: 62000/150000 || Lr: 0.012376 || Task Loss: 0.4865 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:32 || Estimated Time: 1 day, 19:49:23
2023-07-25 17:40:07,488 semantic_segmentation INFO: Iters: 62010/150000 || Lr: 0.012375 || Task Loss: 0.5438 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:49 || Estimated Time: 1 day, 19:49:05
2023-07-25 17:40:24,725 semantic_segmentation INFO: Iters: 62020/150000 || Lr: 0.012374 || Task Loss: 0.6498 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:07 || Estimated Time: 1 day, 19:48:46
2023-07-25 17:40:41,944 semantic_segmentation INFO: Iters: 62030/150000 || Lr: 0.012372 || Task Loss: 0.7201 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:24 || Estimated Time: 1 day, 19:48:27
2023-07-25 17:40:59,350 semantic_segmentation INFO: Iters: 62040/150000 || Lr: 0.012371 || Task Loss: 0.6113 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:41 || Estimated Time: 1 day, 19:48:08
2023-07-25 17:41:16,564 semantic_segmentation INFO: Iters: 62050/150000 || Lr: 0.012370 || Task Loss: 0.6168 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:58 || Estimated Time: 1 day, 19:47:49
2023-07-25 17:41:34,462 semantic_segmentation INFO: Iters: 62060/150000 || Lr: 0.012369 || Task Loss: 0.4047 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:16 || Estimated Time: 1 day, 19:47:31
2023-07-25 17:41:51,776 semantic_segmentation INFO: Iters: 62070/150000 || Lr: 0.012367 || Task Loss: 0.7873 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:34 || Estimated Time: 1 day, 19:47:13
2023-07-25 17:42:09,108 semantic_segmentation INFO: Iters: 62080/150000 || Lr: 0.012366 || Task Loss: 0.5138 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:51 || Estimated Time: 1 day, 19:46:54
2023-07-25 17:42:26,382 semantic_segmentation INFO: Iters: 62090/150000 || Lr: 0.012365 || Task Loss: 0.5627 || KD Loss: 0.1705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:08 || Estimated Time: 1 day, 19:46:35
2023-07-25 17:42:43,752 semantic_segmentation INFO: Iters: 62100/150000 || Lr: 0.012364 || Task Loss: 0.5683 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:26 || Estimated Time: 1 day, 19:46:16
2023-07-25 17:43:00,887 semantic_segmentation INFO: Iters: 62110/150000 || Lr: 0.012362 || Task Loss: 0.7356 || KD Loss: 0.1903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:43 || Estimated Time: 1 day, 19:45:57
2023-07-25 17:43:17,992 semantic_segmentation INFO: Iters: 62120/150000 || Lr: 0.012361 || Task Loss: 0.7459 || KD Loss: 0.2590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:00 || Estimated Time: 1 day, 19:45:38
2023-07-25 17:43:35,197 semantic_segmentation INFO: Iters: 62130/150000 || Lr: 0.012360 || Task Loss: 0.4872 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:17 || Estimated Time: 1 day, 19:45:19
2023-07-25 17:43:52,799 semantic_segmentation INFO: Iters: 62140/150000 || Lr: 0.012358 || Task Loss: 0.6118 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:35 || Estimated Time: 1 day, 19:45:01
2023-07-25 17:44:09,895 semantic_segmentation INFO: Iters: 62150/150000 || Lr: 0.012357 || Task Loss: 0.4881 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:52 || Estimated Time: 1 day, 19:44:42
2023-07-25 17:44:27,019 semantic_segmentation INFO: Iters: 62160/150000 || Lr: 0.012356 || Task Loss: 0.5376 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:09 || Estimated Time: 1 day, 19:44:23
2023-07-25 17:44:44,041 semantic_segmentation INFO: Iters: 62170/150000 || Lr: 0.012355 || Task Loss: 0.5577 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:26 || Estimated Time: 1 day, 19:44:03
2023-07-25 17:45:01,204 semantic_segmentation INFO: Iters: 62180/150000 || Lr: 0.012353 || Task Loss: 0.7743 || KD Loss: 0.2585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:43 || Estimated Time: 1 day, 19:43:44
2023-07-25 17:45:18,765 semantic_segmentation INFO: Iters: 62190/150000 || Lr: 0.012352 || Task Loss: 0.7955 || KD Loss: 0.2709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:01 || Estimated Time: 1 day, 19:43:26
2023-07-25 17:45:35,810 semantic_segmentation INFO: Iters: 62200/150000 || Lr: 0.012351 || Task Loss: 0.5763 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:18 || Estimated Time: 1 day, 19:43:07
2023-07-25 17:45:52,999 semantic_segmentation INFO: Iters: 62210/150000 || Lr: 0.012350 || Task Loss: 0.5951 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:35 || Estimated Time: 1 day, 19:42:48
2023-07-25 17:46:10,048 semantic_segmentation INFO: Iters: 62220/150000 || Lr: 0.012348 || Task Loss: 0.5651 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:52 || Estimated Time: 1 day, 19:42:29
2023-07-25 17:46:27,114 semantic_segmentation INFO: Iters: 62230/150000 || Lr: 0.012347 || Task Loss: 0.6492 || KD Loss: 0.2179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:09 || Estimated Time: 1 day, 19:42:09
2023-07-25 17:46:44,143 semantic_segmentation INFO: Iters: 62240/150000 || Lr: 0.012346 || Task Loss: 0.7375 || KD Loss: 0.2374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:26 || Estimated Time: 1 day, 19:41:50
2023-07-25 17:47:01,336 semantic_segmentation INFO: Iters: 62250/150000 || Lr: 0.012345 || Task Loss: 0.4449 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:43 || Estimated Time: 1 day, 19:41:31
2023-07-25 17:47:18,436 semantic_segmentation INFO: Iters: 62260/150000 || Lr: 0.012343 || Task Loss: 0.5701 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2357|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:00 || Estimated Time: 1 day, 19:41:12
2023-07-25 17:47:35,718 semantic_segmentation INFO: Iters: 62270/150000 || Lr: 0.012342 || Task Loss: 0.5948 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:18 || Estimated Time: 1 day, 19:40:53
2023-07-25 17:47:52,654 semantic_segmentation INFO: Iters: 62280/150000 || Lr: 0.012341 || Task Loss: 0.4448 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:34 || Estimated Time: 1 day, 19:40:34
2023-07-25 17:48:09,814 semantic_segmentation INFO: Iters: 62290/150000 || Lr: 0.012339 || Task Loss: 0.4892 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:52 || Estimated Time: 1 day, 19:40:15
2023-07-25 17:48:26,914 semantic_segmentation INFO: Iters: 62300/150000 || Lr: 0.012338 || Task Loss: 0.6687 || KD Loss: 0.2990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:01:09 || Estimated Time: 1 day, 19:39:56
2023-07-25 17:48:44,209 semantic_segmentation INFO: Iters: 62310/150000 || Lr: 0.012337 || Task Loss: 0.6004 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:01:26 || Estimated Time: 1 day, 19:39:37
2023-07-25 17:49:01,152 semantic_segmentation INFO: Iters: 62320/150000 || Lr: 0.012336 || Task Loss: 0.6684 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:01:43 || Estimated Time: 1 day, 19:39:18
2023-07-25 17:49:18,123 semantic_segmentation INFO: Iters: 62330/150000 || Lr: 0.012334 || Task Loss: 0.7266 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:00 || Estimated Time: 1 day, 19:38:59
2023-07-25 17:49:35,062 semantic_segmentation INFO: Iters: 62340/150000 || Lr: 0.012333 || Task Loss: 0.7091 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:17 || Estimated Time: 1 day, 19:38:39
2023-07-25 17:49:52,458 semantic_segmentation INFO: Iters: 62350/150000 || Lr: 0.012332 || Task Loss: 0.7427 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:34 || Estimated Time: 1 day, 19:38:21
2023-07-25 17:50:09,654 semantic_segmentation INFO: Iters: 62360/150000 || Lr: 0.012331 || Task Loss: 0.6012 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:51 || Estimated Time: 1 day, 19:38:02
2023-07-25 17:50:26,651 semantic_segmentation INFO: Iters: 62370/150000 || Lr: 0.012329 || Task Loss: 0.3624 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:08 || Estimated Time: 1 day, 19:37:42
2023-07-25 17:50:43,790 semantic_segmentation INFO: Iters: 62380/150000 || Lr: 0.012328 || Task Loss: 0.8818 || KD Loss: 0.2931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:26 || Estimated Time: 1 day, 19:37:23
2023-07-25 17:51:00,826 semantic_segmentation INFO: Iters: 62390/150000 || Lr: 0.012327 || Task Loss: 0.7140 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:43 || Estimated Time: 1 day, 19:37:04
2023-07-25 17:51:18,080 semantic_segmentation INFO: Iters: 62400/150000 || Lr: 0.012326 || Task Loss: 0.6114 || KD Loss: 0.2319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:00 || Estimated Time: 1 day, 19:36:45
2023-07-25 17:51:18,205 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 17:51:18,589 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-25 17:51:18,615 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-25 17:51:18,628 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.145
2023-07-25 17:51:18,642 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.144
2023-07-25 17:51:18,655 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.931, mIoU: 0.205
2023-07-25 17:51:18,667 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.939, mIoU: 0.250
2023-07-25 17:51:18,681 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.283
2023-07-25 17:51:18,696 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.290
2023-07-25 17:51:18,708 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.288
2023-07-25 17:51:18,722 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.918, mIoU: 0.326
2023-07-25 17:51:18,738 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.897, mIoU: 0.328
2023-07-25 17:51:18,754 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.905, mIoU: 0.370
2023-07-25 17:51:18,767 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.869, mIoU: 0.315
2023-07-25 17:51:18,782 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.873, mIoU: 0.322
2023-07-25 17:51:18,798 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.878, mIoU: 0.317
2023-07-25 17:51:18,811 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.316
2023-07-25 17:51:18,822 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.875, mIoU: 0.301
2023-07-25 17:51:18,836 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.868, mIoU: 0.295
2023-07-25 17:51:18,851 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.869, mIoU: 0.300
2023-07-25 17:51:18,867 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.873, mIoU: 0.336
2023-07-25 17:51:18,882 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.879, mIoU: 0.343
2023-07-25 17:51:18,898 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.882, mIoU: 0.346
2023-07-25 17:51:18,913 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.879, mIoU: 0.363
2023-07-25 17:51:18,929 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.882, mIoU: 0.384
2023-07-25 17:51:18,946 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.884, mIoU: 0.390
2023-07-25 17:51:18,960 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.881, mIoU: 0.394
2023-07-25 17:51:18,976 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.883, mIoU: 0.394
2023-07-25 17:51:18,988 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.885, mIoU: 0.394
2023-07-25 17:51:19,004 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.882, mIoU: 0.388
2023-07-25 17:51:19,020 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.886, mIoU: 0.388
2023-07-25 17:51:19,035 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.889, mIoU: 0.391
2023-07-25 17:51:19,051 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.892, mIoU: 0.390
2023-07-25 17:51:19,067 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.895, mIoU: 0.398
2023-07-25 17:51:19,083 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.895, mIoU: 0.396
2023-07-25 17:51:19,098 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.395
2023-07-25 17:51:19,114 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.879, mIoU: 0.396
2023-07-25 17:51:19,128 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.881, mIoU: 0.394
2023-07-25 17:51:19,141 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.883, mIoU: 0.393
2023-07-25 17:51:19,158 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.886, mIoU: 0.405
2023-07-25 17:51:19,171 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.886, mIoU: 0.405
2023-07-25 17:51:19,184 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.884, mIoU: 0.429
2023-07-25 17:51:19,198 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.887, mIoU: 0.428
2023-07-25 17:51:19,213 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.881, mIoU: 0.423
2023-07-25 17:51:19,226 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.882, mIoU: 0.422
2023-07-25 17:51:19,241 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.883, mIoU: 0.429
2023-07-25 17:51:19,257 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.429
2023-07-25 17:51:19,270 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.884, mIoU: 0.434
2023-07-25 17:51:19,282 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.885, mIoU: 0.435
2023-07-25 17:51:19,297 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.432
2023-07-25 17:51:19,313 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.885, mIoU: 0.431
2023-07-25 17:51:19,329 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.884, mIoU: 0.424
2023-07-25 17:51:19,344 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.886, mIoU: 0.424
2023-07-25 17:51:19,357 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.888, mIoU: 0.423
2023-07-25 17:51:19,373 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.887, mIoU: 0.422
2023-07-25 17:51:19,389 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.889, mIoU: 0.427
2023-07-25 17:51:19,402 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.885, mIoU: 0.419
2023-07-25 17:51:19,419 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.418
2023-07-25 17:51:19,436 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.417
2023-07-25 17:51:19,450 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.889, mIoU: 0.418
2023-07-25 17:51:19,466 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.882, mIoU: 0.458
2023-07-25 17:51:19,480 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.454
2023-07-25 17:51:19,496 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.881, mIoU: 0.450
2023-07-25 17:51:19,509 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.882, mIoU: 0.449
2023-07-25 17:51:19,528 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.882, mIoU: 0.456
2023-07-25 17:51:19,542 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.884, mIoU: 0.490
2023-07-25 17:51:19,557 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.885, mIoU: 0.489
2023-07-25 17:51:19,573 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.887, mIoU: 0.490
2023-07-25 17:51:19,586 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.887, mIoU: 0.527
2023-07-25 17:51:19,601 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.889, mIoU: 0.528
2023-07-25 17:51:19,617 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 17:51:19,633 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 17:51:19,646 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 17:51:19,661 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 17:51:19,676 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 17:51:19,691 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 17:51:19,706 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 17:51:19,721 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 17:51:19,732 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 17:51:19,747 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-25 17:51:19,764 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-25 17:51:19,778 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.884, mIoU: 0.551
2023-07-25 17:51:19,793 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.884, mIoU: 0.552
2023-07-25 17:51:19,809 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.884, mIoU: 0.555
2023-07-25 17:51:19,824 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.881, mIoU: 0.542
2023-07-25 17:51:19,840 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-25 17:51:19,856 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-25 17:51:19,871 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-25 17:51:19,886 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-25 17:51:19,902 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-25 17:51:19,915 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-25 17:51:19,931 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-25 17:51:19,946 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 17:51:19,962 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 17:51:19,977 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.879, mIoU: 0.548
2023-07-25 17:51:19,992 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.877, mIoU: 0.547
2023-07-25 17:51:20,007 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.878, mIoU: 0.547
2023-07-25 17:51:20,021 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.879, mIoU: 0.547
2023-07-25 17:51:20,034 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.880, mIoU: 0.549
2023-07-25 17:51:20,049 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-25 17:51:20,063 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.881, mIoU: 0.550
2023-07-25 17:51:20,078 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-25 17:51:20,093 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.882, mIoU: 0.547
2023-07-25 17:51:20,106 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.883, mIoU: 0.548
2023-07-25 17:51:20,121 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.882, mIoU: 0.547
2023-07-25 17:51:20,136 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.883, mIoU: 0.547
2023-07-25 17:51:20,149 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.883, mIoU: 0.551
2023-07-25 17:51:20,164 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.883, mIoU: 0.551
2023-07-25 17:51:20,180 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.883, mIoU: 0.552
2023-07-25 17:51:20,193 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-25 17:51:20,207 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-25 17:51:20,220 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.882, mIoU: 0.546
2023-07-25 17:51:20,234 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.883, mIoU: 0.547
2023-07-25 17:51:20,250 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-25 17:51:20,265 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-25 17:51:20,281 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.885, mIoU: 0.551
2023-07-25 17:51:20,294 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-25 17:51:20,308 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-25 17:51:20,324 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-25 17:51:20,337 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-25 17:51:20,352 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-25 17:51:20,368 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.881, mIoU: 0.542
2023-07-25 17:51:20,381 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 17:51:20,395 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 17:51:20,410 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 17:51:20,426 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 17:51:20,435 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 17:51:20,447 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 17:51:20,463 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.880, mIoU: 0.530
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2023-07-25 17:51:23,393 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.875, mIoU: 0.536
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2023-07-25 17:51:23,722 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 17:51:23,735 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.877, mIoU: 0.536
2023-07-25 17:51:23,748 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.877, mIoU: 0.536
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2023-07-25 17:51:23,819 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-25 17:51:23,833 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.878, mIoU: 0.536
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2023-07-25 17:51:23,858 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-25 17:51:23,873 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-25 17:51:23,889 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.874, mIoU: 0.530
2023-07-25 17:51:23,904 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.873, mIoU: 0.526
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2023-07-25 17:51:24,389 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-25 17:51:24,402 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.877, mIoU: 0.525
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2023-07-25 17:51:24,949 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.876, mIoU: 0.529
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2023-07-25 17:51:24,981 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.876, mIoU: 0.530
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2023-07-25 17:51:25,027 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.877, mIoU: 0.531
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2023-07-25 17:51:25,224 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.875, mIoU: 0.525
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2023-07-25 17:51:25,621 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.877, mIoU: 0.535
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2023-07-25 17:51:25,643 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.878, mIoU: 0.536
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2023-07-25 17:51:25,840 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.880, mIoU: 0.542
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2023-07-25 17:51:25,914 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.881, mIoU: 0.544
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2023-07-25 17:51:26,003 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.880, mIoU: 0.543
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2023-07-25 17:51:26,134 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.880, mIoU: 0.544
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2023-07-25 17:51:26,178 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.880, mIoU: 0.547
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2023-07-25 17:51:26,209 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.880, mIoU: 0.547
2023-07-25 17:51:26,222 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.880, mIoU: 0.548
2023-07-25 17:51:26,238 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.880, mIoU: 0.549
2023-07-25 17:51:26,250 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.881, mIoU: 0.551
2023-07-25 17:51:26,265 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.880, mIoU: 0.551
2023-07-25 17:51:26,278 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.880, mIoU: 0.552
2023-07-25 17:51:26,290 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.880, mIoU: 0.552
2023-07-25 17:51:26,303 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.880, mIoU: 0.552
2023-07-25 17:51:26,317 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.880, mIoU: 0.553
2023-07-25 17:51:26,332 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.880, mIoU: 0.553
2023-07-25 17:51:26,347 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.880, mIoU: 0.553
2023-07-25 17:51:26,362 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.881, mIoU: 0.553
2023-07-25 17:51:26,371 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.881, mIoU: 0.553
2023-07-25 17:51:26,386 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,401 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,416 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,431 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.881, mIoU: 0.555
2023-07-25 17:51:26,445 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,458 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,471 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,485 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,500 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,514 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,527 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,540 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,555 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,570 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,586 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,600 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,615 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,631 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,647 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,660 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,677 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,692 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,706 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,721 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,736 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-25 17:51:26,751 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,767 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,780 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:26,795 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:26,810 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:26,827 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:26,838 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:26,853 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,868 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,881 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.882, mIoU: 0.556
2023-07-25 17:51:26,896 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,908 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:26,923 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,939 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,954 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:26,967 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:26,980 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.881, mIoU: 0.554
2023-07-25 17:51:26,994 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,009 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,025 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,040 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,055 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,070 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,084 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,099 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,115 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,128 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,143 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,158 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,172 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,187 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,202 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,213 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.882, mIoU: 0.555
2023-07-25 17:51:27,228 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,243 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,257 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,271 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.882, mIoU: 0.554
2023-07-25 17:51:27,286 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.882, mIoU: 0.552
2023-07-25 17:51:27,298 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.882, mIoU: 0.552
2023-07-25 17:51:27,313 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,328 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,343 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,356 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,372 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,386 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,402 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,417 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,434 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.883, mIoU: 0.554
2023-07-25 17:51:27,449 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,464 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,480 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,494 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.883, mIoU: 0.552
2023-07-25 17:51:27,508 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.883, mIoU: 0.552
2023-07-25 17:51:27,523 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.882, mIoU: 0.552
2023-07-25 17:51:27,539 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,553 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,566 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,582 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,595 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,610 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,625 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.882, mIoU: 0.552
2023-07-25 17:51:27,640 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.883, mIoU: 0.552
2023-07-25 17:51:27,655 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.882, mIoU: 0.553
2023-07-25 17:51:27,670 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.883, mIoU: 0.553
2023-07-25 17:51:27,684 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,698 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,712 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:27,726 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:27,741 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:27,759 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:27,775 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:27,790 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:27,801 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:27,814 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:27,829 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:27,843 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,857 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.883, mIoU: 0.555
2023-07-25 17:51:27,871 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:27,885 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:27,900 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:27,916 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:27,932 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:27,947 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:27,960 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:27,975 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:27,988 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:28,002 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:28,018 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:28,033 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:28,048 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:28,063 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:28,078 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:28,091 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:28,106 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:28,120 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,133 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,146 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,160 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,176 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,192 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,205 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,220 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:28,236 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,251 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,265 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,279 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,287 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,302 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,317 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,332 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,348 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,363 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,378 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,394 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:28,410 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,422 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:28,438 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,452 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,467 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,482 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,495 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,508 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,521 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-25 17:51:28,535 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-25 17:51:28,548 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:28,562 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:28,576 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:28,591 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,608 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,620 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,634 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,648 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,660 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,676 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,691 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,707 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,722 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,738 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,753 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:28,766 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,781 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,796 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,813 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:28,828 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,843 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:28,859 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:28,872 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,884 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,897 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,912 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,928 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:28,941 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:28,954 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:28,968 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:28,983 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:28,999 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,014 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,030 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,044 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:29,059 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-25 17:51:29,073 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,087 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,103 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,117 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-25 17:51:29,134 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,148 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:29,164 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:29,180 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:29,193 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:29,206 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:29,221 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,237 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,252 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,267 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,280 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,293 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,306 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 17:51:29,319 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:29,334 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:29,351 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,364 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,378 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,391 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,406 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,421 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,434 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,447 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,462 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,478 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,491 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,506 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,521 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,535 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,548 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,563 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,578 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,594 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,608 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:29,623 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,636 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,652 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,665 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,679 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,694 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,710 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,723 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,739 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:29,755 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:29,771 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:29,787 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:29,800 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,812 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,827 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,840 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,853 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,866 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:29,881 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,894 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,907 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,921 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,936 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-25 17:51:29,951 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,966 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,979 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:29,992 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,007 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,022 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,037 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,052 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,065 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,078 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,090 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,106 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,121 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,136 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,150 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,161 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,174 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,189 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,204 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,218 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,233 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,247 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:30,263 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,276 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,291 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,305 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,320 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,335 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,349 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,365 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,380 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,395 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,410 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,425 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,440 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,455 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,469 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-25 17:51:30,484 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,499 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,512 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,525 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,539 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,555 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,569 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:30,586 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:30,600 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,612 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,627 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,644 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,659 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,673 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,689 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,704 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,718 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,732 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,748 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,763 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:30,777 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,789 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,806 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,821 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,836 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,849 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,865 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:30,880 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,895 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:30,911 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,924 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,939 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,953 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,968 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:30,982 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:30,995 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,011 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:31,024 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 17:51:31,039 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,055 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,070 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,085 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,100 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,115 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,129 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,146 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,160 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,176 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,191 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,201 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:31,215 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,229 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,244 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,259 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,274 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,287 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,302 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,317 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,331 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,347 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,362 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:31,375 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,391 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,405 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,420 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,433 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,448 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 17:51:31,463 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:31,479 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:31,492 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:31,507 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,522 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,535 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,549 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,564 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,577 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-25 17:51:31,591 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,604 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,618 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,633 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.889, mIoU: 0.569
2023-07-25 17:51:31,649 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,664 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,679 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,694 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,708 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,721 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,736 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,750 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,763 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,778 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,794 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,809 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,825 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,838 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,851 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,867 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 17:51:31,881 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,894 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,909 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,921 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,937 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,950 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,966 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,980 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:31,995 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:32,003 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,019 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,034 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,047 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,061 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,077 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,092 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,105 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 17:51:32,120 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 17:51:32,135 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 17:51:32,151 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 17:51:32,166 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,181 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:32,197 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:32,213 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,226 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,241 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,256 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,270 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 17:51:32,283 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,298 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,313 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,328 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,335 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,348 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,361 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:32,374 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:32,386 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:32,401 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,415 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,430 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,441 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,454 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,469 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,480 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:32,495 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:32,508 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,524 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,539 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,554 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,569 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,581 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,594 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,609 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 17:51:32,625 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,640 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,655 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,668 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,679 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,689 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,702 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,714 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,729 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 17:51:32,741 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,756 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,771 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,786 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:32,799 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-25 17:51:32,814 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,829 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,843 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,858 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,872 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,887 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,902 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,918 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,932 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:32,945 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:32,961 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:32,973 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:32,990 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,003 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,018 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,033 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,051 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,067 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,080 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,095 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,110 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,125 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,139 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,152 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,165 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,180 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,194 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,209 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 17:51:33,224 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 17:51:33,239 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 17:51:33,254 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 17:51:33,268 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,283 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,295 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,311 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,321 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,334 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 17:51:33,349 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 17:51:33,360 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:33,375 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 17:51:33,390 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 17:51:33,405 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,420 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,436 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,451 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,466 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,478 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,493 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,506 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,521 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,536 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,549 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,563 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,576 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,591 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,605 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,621 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,635 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,650 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,663 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,675 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,691 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,704 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,717 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,733 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,748 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,763 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,776 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,789 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,804 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,820 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,835 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,848 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,862 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 17:51:33,876 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,891 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,907 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:33,921 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,936 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,951 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 17:51:33,966 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,980 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:33,996 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 17:51:34,010 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 17:51:34,025 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 17:51:34,039 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 17:51:34,053 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 17:51:34,068 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 17:51:34,083 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 17:51:34,098 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 17:51:34,111 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 17:51:34,125 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,140 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,156 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,169 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,184 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,198 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,212 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,227 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,242 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,256 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,269 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,284 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,300 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,313 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,327 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,340 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,349 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,364 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,379 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,391 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,406 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,421 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,434 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,447 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,462 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,477 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,492 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,509 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,523 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,541 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,555 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,569 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 17:51:34,584 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,599 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,614 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,626 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,639 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,654 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,668 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,683 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,698 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,711 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,726 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:34,740 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,753 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,768 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,783 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,798 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,813 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,826 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,840 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,855 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,870 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,884 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,897 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,913 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,926 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,939 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,951 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,967 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,982 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:34,997 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,012 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,022 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,035 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,051 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,067 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,079 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,094 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,110 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-25 17:51:35,125 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,138 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,152 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,167 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,180 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,195 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,208 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,221 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,235 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,250 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-25 17:51:35,265 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,280 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,293 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,307 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,322 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,335 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 17:51:35,350 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,365 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,380 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,395 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,408 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,421 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,436 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,451 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,465 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,478 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,493 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,510 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,524 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,535 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,550 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,566 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,582 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-25 17:51:35,597 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,610 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 17:51:35,625 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,640 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,653 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:35,668 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:35,684 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-25 17:51:35,699 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,715 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,731 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,745 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 17:51:35,759 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,773 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,786 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,800 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,815 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:35,830 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:35,843 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:35,857 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,868 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:35,883 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,898 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,912 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,925 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,940 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,957 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,972 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:35,984 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:36,000 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,016 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:36,027 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,042 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,058 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,074 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,087 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 17:51:36,100 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 17:51:36,115 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-25 17:51:36,130 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,145 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,158 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,174 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-25 17:51:36,186 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,199 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,214 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,228 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,243 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:36,257 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,273 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,285 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,300 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,314 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,329 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,343 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:36,356 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:36,370 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:36,386 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:36,402 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:36,418 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:36,432 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,445 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,461 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,476 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,489 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,503 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,518 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,534 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,549 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,563 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,578 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,593 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,606 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,621 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,635 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,648 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,663 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,677 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,692 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,706 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,720 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.883, mIoU: 0.556
2023-07-25 17:51:36,735 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:36,749 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 17:51:36,764 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,779 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,794 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,810 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.883, mIoU: 0.558
2023-07-25 17:51:36,825 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-25 17:51:36,841 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-25 17:51:36,856 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-25 17:51:36,869 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-25 17:51:36,882 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-25 17:51:36,898 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,914 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,927 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,942 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:36,957 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,972 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:36,987 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,002 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,017 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,031 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,044 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,057 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,070 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,083 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,096 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,110 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,125 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,138 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,150 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,165 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,176 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,190 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,205 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,220 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,235 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,250 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,263 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,277 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:37,292 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,305 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,320 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,335 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,351 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,364 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,379 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:37,395 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,409 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,425 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,438 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,453 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,468 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,484 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:37,499 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,512 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,527 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,542 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,558 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,573 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,588 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,603 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,618 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,628 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:37,642 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,655 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,668 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,684 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,699 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,712 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,724 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,737 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,750 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,765 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:37,778 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,794 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,809 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,823 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,838 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,854 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,867 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,882 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,898 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,911 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,926 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,938 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,954 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,970 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:37,985 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,000 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,013 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,025 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,040 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,054 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-25 17:51:38,068 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,081 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,094 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,109 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,123 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,138 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,150 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,165 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,181 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,197 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,212 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,228 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,236 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,251 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,263 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,276 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,291 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,307 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 17:51:38,321 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,337 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,352 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,367 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,383 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,397 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,412 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:38,429 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-25 17:51:38,445 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,461 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,476 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,493 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,506 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,521 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,536 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,551 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,564 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-25 17:51:38,578 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,593 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,608 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,623 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-25 17:51:38,638 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:38,653 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:38,667 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:38,682 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-25 17:51:38,696 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,710 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,723 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,738 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,753 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,768 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,783 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,795 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.884, mIoU: 0.556
2023-07-25 17:51:38,811 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,826 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,841 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,857 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,872 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,888 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,903 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,916 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,932 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,945 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,960 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,975 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:38,990 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,006 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:39,021 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-25 17:51:39,034 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,045 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,060 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,072 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,087 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,102 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,116 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,131 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,142 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,152 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,169 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,183 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,198 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,210 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,225 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,240 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,254 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,269 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,284 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.885, mIoU: 0.557
2023-07-25 17:51:39,298 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,313 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,325 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,340 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,355 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,370 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,382 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,397 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.885, mIoU: 0.557
2023-07-25 17:51:39,412 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.885, mIoU: 0.557
2023-07-25 17:51:39,427 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,442 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:39,455 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:39,469 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-25 17:51:39,483 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 17:51:39,500 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-25 17:51:56,422 semantic_segmentation INFO: Iters: 62410/150000 || Lr: 0.012324 || Task Loss: 0.3742 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:38 || Estimated Time: 1 day, 19:36:56
2023-07-25 17:52:13,334 semantic_segmentation INFO: Iters: 62420/150000 || Lr: 0.012323 || Task Loss: 0.5699 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:55 || Estimated Time: 1 day, 19:36:37
2023-07-25 17:52:30,456 semantic_segmentation INFO: Iters: 62430/150000 || Lr: 0.012322 || Task Loss: 0.4072 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:12 || Estimated Time: 1 day, 19:36:18
2023-07-25 17:52:47,745 semantic_segmentation INFO: Iters: 62440/150000 || Lr: 0.012320 || Task Loss: 0.3821 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:30 || Estimated Time: 1 day, 19:35:59
2023-07-25 17:53:05,132 semantic_segmentation INFO: Iters: 62450/150000 || Lr: 0.012319 || Task Loss: 0.5292 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:47 || Estimated Time: 1 day, 19:35:40
2023-07-25 17:53:22,314 semantic_segmentation INFO: Iters: 62460/150000 || Lr: 0.012318 || Task Loss: 0.6286 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:04 || Estimated Time: 1 day, 19:35:21
2023-07-25 17:53:39,344 semantic_segmentation INFO: Iters: 62470/150000 || Lr: 0.012317 || Task Loss: 0.7454 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:21 || Estimated Time: 1 day, 19:35:02
2023-07-25 17:53:56,449 semantic_segmentation INFO: Iters: 62480/150000 || Lr: 0.012315 || Task Loss: 0.4827 || KD Loss: 0.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:38 || Estimated Time: 1 day, 19:34:43
2023-07-25 17:54:13,469 semantic_segmentation INFO: Iters: 62490/150000 || Lr: 0.012314 || Task Loss: 0.6074 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:55 || Estimated Time: 1 day, 19:34:24
2023-07-25 17:54:30,999 semantic_segmentation INFO: Iters: 62500/150000 || Lr: 0.012313 || Task Loss: 0.7438 || KD Loss: 0.2135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:13 || Estimated Time: 1 day, 19:34:05
2023-07-25 17:54:47,984 semantic_segmentation INFO: Iters: 62510/150000 || Lr: 0.012312 || Task Loss: 0.6258 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:30 || Estimated Time: 1 day, 19:33:46
2023-07-25 17:55:05,327 semantic_segmentation INFO: Iters: 62520/150000 || Lr: 0.012310 || Task Loss: 0.8354 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:47 || Estimated Time: 1 day, 19:33:27
2023-07-25 17:55:22,342 semantic_segmentation INFO: Iters: 62530/150000 || Lr: 0.012309 || Task Loss: 0.7411 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:04 || Estimated Time: 1 day, 19:33:08
2023-07-25 17:55:39,451 semantic_segmentation INFO: Iters: 62540/150000 || Lr: 0.012308 || Task Loss: 0.5758 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:21 || Estimated Time: 1 day, 19:32:49
2023-07-25 17:55:56,485 semantic_segmentation INFO: Iters: 62550/150000 || Lr: 0.012307 || Task Loss: 0.5411 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:38 || Estimated Time: 1 day, 19:32:30
2023-07-25 17:56:13,578 semantic_segmentation INFO: Iters: 62560/150000 || Lr: 0.012305 || Task Loss: 0.5635 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:55 || Estimated Time: 1 day, 19:32:11
2023-07-25 17:56:30,731 semantic_segmentation INFO: Iters: 62570/150000 || Lr: 0.012304 || Task Loss: 0.6924 || KD Loss: 0.2036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:13 || Estimated Time: 1 day, 19:31:52
2023-07-25 17:56:47,798 semantic_segmentation INFO: Iters: 62580/150000 || Lr: 0.012303 || Task Loss: 0.5498 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:30 || Estimated Time: 1 day, 19:31:33
2023-07-25 17:57:04,992 semantic_segmentation INFO: Iters: 62590/150000 || Lr: 0.012301 || Task Loss: 0.6998 || KD Loss: 0.1883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:47 || Estimated Time: 1 day, 19:31:14
2023-07-25 17:57:22,176 semantic_segmentation INFO: Iters: 62600/150000 || Lr: 0.012300 || Task Loss: 0.8893 || KD Loss: 0.3713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:04 || Estimated Time: 1 day, 19:30:55
2023-07-25 17:57:39,385 semantic_segmentation INFO: Iters: 62610/150000 || Lr: 0.012299 || Task Loss: 0.6459 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:21 || Estimated Time: 1 day, 19:30:36
2023-07-25 17:57:56,715 semantic_segmentation INFO: Iters: 62620/150000 || Lr: 0.012298 || Task Loss: 0.5093 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:38 || Estimated Time: 1 day, 19:30:17
2023-07-25 17:58:13,997 semantic_segmentation INFO: Iters: 62630/150000 || Lr: 0.012296 || Task Loss: 0.6263 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:56 || Estimated Time: 1 day, 19:29:58
2023-07-25 17:58:31,226 semantic_segmentation INFO: Iters: 62640/150000 || Lr: 0.012295 || Task Loss: 0.5452 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:13 || Estimated Time: 1 day, 19:29:39
2023-07-25 17:58:48,520 semantic_segmentation INFO: Iters: 62650/150000 || Lr: 0.012294 || Task Loss: 0.6461 || KD Loss: 0.2118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:30 || Estimated Time: 1 day, 19:29:21
2023-07-25 17:59:05,883 semantic_segmentation INFO: Iters: 62660/150000 || Lr: 0.012293 || Task Loss: 0.4632 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:48 || Estimated Time: 1 day, 19:29:02
2023-07-25 17:59:23,516 semantic_segmentation INFO: Iters: 62670/150000 || Lr: 0.012291 || Task Loss: 0.6710 || KD Loss: 0.2177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:05 || Estimated Time: 1 day, 19:28:44
2023-07-25 17:59:40,738 semantic_segmentation INFO: Iters: 62680/150000 || Lr: 0.012290 || Task Loss: 0.5749 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:23 || Estimated Time: 1 day, 19:28:25
2023-07-25 17:59:58,064 semantic_segmentation INFO: Iters: 62690/150000 || Lr: 0.012289 || Task Loss: 0.7564 || KD Loss: 0.2291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:40 || Estimated Time: 1 day, 19:28:06
2023-07-25 18:00:15,651 semantic_segmentation INFO: Iters: 62700/150000 || Lr: 0.012288 || Task Loss: 0.7913 || KD Loss: 0.2582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:57 || Estimated Time: 1 day, 19:27:48
2023-07-25 18:00:32,944 semantic_segmentation INFO: Iters: 62710/150000 || Lr: 0.012286 || Task Loss: 0.6352 || KD Loss: 0.2009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:15 || Estimated Time: 1 day, 19:27:29
2023-07-25 18:00:50,336 semantic_segmentation INFO: Iters: 62720/150000 || Lr: 0.012285 || Task Loss: 0.5718 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:32 || Estimated Time: 1 day, 19:27:10
2023-07-25 18:01:07,479 semantic_segmentation INFO: Iters: 62730/150000 || Lr: 0.012284 || Task Loss: 0.5286 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:49 || Estimated Time: 1 day, 19:26:51
2023-07-25 18:01:25,054 semantic_segmentation INFO: Iters: 62740/150000 || Lr: 0.012282 || Task Loss: 0.5940 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:07 || Estimated Time: 1 day, 19:26:33
2023-07-25 18:01:42,485 semantic_segmentation INFO: Iters: 62750/150000 || Lr: 0.012281 || Task Loss: 0.5844 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:24 || Estimated Time: 1 day, 19:26:14
2023-07-25 18:02:00,111 semantic_segmentation INFO: Iters: 62760/150000 || Lr: 0.012280 || Task Loss: 0.6050 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2410|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:42 || Estimated Time: 1 day, 19:25:56
2023-07-25 18:02:17,413 semantic_segmentation INFO: Iters: 62770/150000 || Lr: 0.012279 || Task Loss: 0.5269 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:59 || Estimated Time: 1 day, 19:25:37
2023-07-25 18:02:34,801 semantic_segmentation INFO: Iters: 62780/150000 || Lr: 0.012277 || Task Loss: 0.4600 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:17 || Estimated Time: 1 day, 19:25:18
2023-07-25 18:02:52,221 semantic_segmentation INFO: Iters: 62790/150000 || Lr: 0.012276 || Task Loss: 0.5082 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:34 || Estimated Time: 1 day, 19:25:00
2023-07-25 18:03:09,600 semantic_segmentation INFO: Iters: 62800/150000 || Lr: 0.012275 || Task Loss: 0.8502 || KD Loss: 0.2393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:51 || Estimated Time: 1 day, 19:24:41
2023-07-25 18:03:27,272 semantic_segmentation INFO: Iters: 62810/150000 || Lr: 0.012274 || Task Loss: 0.6297 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:09 || Estimated Time: 1 day, 19:24:23
2023-07-25 18:03:44,662 semantic_segmentation INFO: Iters: 62820/150000 || Lr: 0.012272 || Task Loss: 0.6247 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2450|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:26 || Estimated Time: 1 day, 19:24:04
2023-07-25 18:04:02,089 semantic_segmentation INFO: Iters: 62830/150000 || Lr: 0.012271 || Task Loss: 0.7513 || KD Loss: 0.2647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:44 || Estimated Time: 1 day, 19:23:45
2023-07-25 18:04:19,492 semantic_segmentation INFO: Iters: 62840/150000 || Lr: 0.012270 || Task Loss: 0.4988 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:01 || Estimated Time: 1 day, 19:23:27
2023-07-25 18:04:36,900 semantic_segmentation INFO: Iters: 62850/150000 || Lr: 0.012269 || Task Loss: 0.5272 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:19 || Estimated Time: 1 day, 19:23:08
2023-07-25 18:04:54,307 semantic_segmentation INFO: Iters: 62860/150000 || Lr: 0.012267 || Task Loss: 0.6594 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:36 || Estimated Time: 1 day, 19:22:50
2023-07-25 18:05:11,708 semantic_segmentation INFO: Iters: 62870/150000 || Lr: 0.012266 || Task Loss: 0.4690 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:53 || Estimated Time: 1 day, 19:22:31
2023-07-25 18:05:29,128 semantic_segmentation INFO: Iters: 62880/150000 || Lr: 0.012265 || Task Loss: 0.5975 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:11 || Estimated Time: 1 day, 19:22:12
2023-07-25 18:05:47,467 semantic_segmentation INFO: Iters: 62890/150000 || Lr: 0.012263 || Task Loss: 0.7259 || KD Loss: 0.2361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:29 || Estimated Time: 1 day, 19:21:55
2023-07-25 18:06:04,867 semantic_segmentation INFO: Iters: 62900/150000 || Lr: 0.012262 || Task Loss: 0.4763 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:47 || Estimated Time: 1 day, 19:21:36
2023-07-25 18:06:22,291 semantic_segmentation INFO: Iters: 62910/150000 || Lr: 0.012261 || Task Loss: 0.6061 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:04 || Estimated Time: 1 day, 19:21:18
2023-07-25 18:06:39,691 semantic_segmentation INFO: Iters: 62920/150000 || Lr: 0.012260 || Task Loss: 0.5496 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:21 || Estimated Time: 1 day, 19:20:59
2023-07-25 18:06:57,403 semantic_segmentation INFO: Iters: 62930/150000 || Lr: 0.012258 || Task Loss: 0.5922 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:39 || Estimated Time: 1 day, 19:20:41
2023-07-25 18:07:15,516 semantic_segmentation INFO: Iters: 62940/150000 || Lr: 0.012257 || Task Loss: 0.3736 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:57 || Estimated Time: 1 day, 19:20:23
2023-07-25 18:07:32,941 semantic_segmentation INFO: Iters: 62950/150000 || Lr: 0.012256 || Task Loss: 0.4061 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:15 || Estimated Time: 1 day, 19:20:05
2023-07-25 18:07:51,274 semantic_segmentation INFO: Iters: 62960/150000 || Lr: 0.012255 || Task Loss: 0.5412 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:33 || Estimated Time: 1 day, 19:19:47
2023-07-25 18:08:08,785 semantic_segmentation INFO: Iters: 62970/150000 || Lr: 0.012253 || Task Loss: 0.4567 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:51 || Estimated Time: 1 day, 19:19:29
2023-07-25 18:08:26,198 semantic_segmentation INFO: Iters: 62980/150000 || Lr: 0.012252 || Task Loss: 0.5405 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:08 || Estimated Time: 1 day, 19:19:10
2023-07-25 18:08:43,578 semantic_segmentation INFO: Iters: 62990/150000 || Lr: 0.012251 || Task Loss: 0.5903 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:25 || Estimated Time: 1 day, 19:18:51
2023-07-25 18:09:01,000 semantic_segmentation INFO: Iters: 63000/150000 || Lr: 0.012250 || Task Loss: 0.6040 || KD Loss: 0.2464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:43 || Estimated Time: 1 day, 19:18:33
2023-07-25 18:09:19,016 semantic_segmentation INFO: Iters: 63010/150000 || Lr: 0.012248 || Task Loss: 0.5528 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:01 || Estimated Time: 1 day, 19:18:15
2023-07-25 18:09:36,646 semantic_segmentation INFO: Iters: 63020/150000 || Lr: 0.012247 || Task Loss: 0.4703 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:18 || Estimated Time: 1 day, 19:17:57
2023-07-25 18:09:54,364 semantic_segmentation INFO: Iters: 63030/150000 || Lr: 0.012246 || Task Loss: 0.3946 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:36 || Estimated Time: 1 day, 19:17:38
2023-07-25 18:10:11,980 semantic_segmentation INFO: Iters: 63040/150000 || Lr: 0.012244 || Task Loss: 0.5634 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:54 || Estimated Time: 1 day, 19:17:20
2023-07-25 18:10:29,675 semantic_segmentation INFO: Iters: 63050/150000 || Lr: 0.012243 || Task Loss: 0.5239 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:23:11 || Estimated Time: 1 day, 19:17:02
2023-07-25 18:10:47,819 semantic_segmentation INFO: Iters: 63060/150000 || Lr: 0.012242 || Task Loss: 0.6207 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:23:30 || Estimated Time: 1 day, 19:16:44
2023-07-25 18:11:05,308 semantic_segmentation INFO: Iters: 63070/150000 || Lr: 0.012241 || Task Loss: 0.7466 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:23:47 || Estimated Time: 1 day, 19:16:26
2023-07-25 18:11:23,837 semantic_segmentation INFO: Iters: 63080/150000 || Lr: 0.012239 || Task Loss: 0.5978 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:06 || Estimated Time: 1 day, 19:16:09
2023-07-25 18:11:41,253 semantic_segmentation INFO: Iters: 63090/150000 || Lr: 0.012238 || Task Loss: 0.5887 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:23 || Estimated Time: 1 day, 19:15:50
2023-07-25 18:11:59,110 semantic_segmentation INFO: Iters: 63100/150000 || Lr: 0.012237 || Task Loss: 0.5207 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:41 || Estimated Time: 1 day, 19:15:32
2023-07-25 18:12:16,907 semantic_segmentation INFO: Iters: 63110/150000 || Lr: 0.012236 || Task Loss: 0.4190 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:59 || Estimated Time: 1 day, 19:15:14
2023-07-25 18:12:34,489 semantic_segmentation INFO: Iters: 63120/150000 || Lr: 0.012234 || Task Loss: 0.6276 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:16 || Estimated Time: 1 day, 19:14:56
2023-07-25 18:12:52,280 semantic_segmentation INFO: Iters: 63130/150000 || Lr: 0.012233 || Task Loss: 0.4393 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:34 || Estimated Time: 1 day, 19:14:37
2023-07-25 18:13:09,908 semantic_segmentation INFO: Iters: 63140/150000 || Lr: 0.012232 || Task Loss: 0.6178 || KD Loss: 0.1409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:52 || Estimated Time: 1 day, 19:14:19
2023-07-25 18:13:27,668 semantic_segmentation INFO: Iters: 63150/150000 || Lr: 0.012231 || Task Loss: 0.6110 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:09 || Estimated Time: 1 day, 19:14:01
2023-07-25 18:13:45,875 semantic_segmentation INFO: Iters: 63160/150000 || Lr: 0.012229 || Task Loss: 0.4418 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:28 || Estimated Time: 1 day, 19:13:44
2023-07-25 18:14:03,808 semantic_segmentation INFO: Iters: 63170/150000 || Lr: 0.012228 || Task Loss: 0.6900 || KD Loss: 0.1908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:46 || Estimated Time: 1 day, 19:13:26
2023-07-25 18:14:21,494 semantic_segmentation INFO: Iters: 63180/150000 || Lr: 0.012227 || Task Loss: 0.3708 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:27:03 || Estimated Time: 1 day, 19:13:07
2023-07-25 18:14:39,583 semantic_segmentation INFO: Iters: 63190/150000 || Lr: 0.012225 || Task Loss: 0.4573 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:27:21 || Estimated Time: 1 day, 19:12:50
2023-07-25 18:14:57,812 semantic_segmentation INFO: Iters: 63200/150000 || Lr: 0.012224 || Task Loss: 0.6348 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:27:40 || Estimated Time: 1 day, 19:12:32
2023-07-25 18:14:58,574 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 18:14:58,961 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.086
2023-07-25 18:14:58,979 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.125
2023-07-25 18:14:58,991 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.942, mIoU: 0.126
2023-07-25 18:14:59,006 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.128
2023-07-25 18:14:59,019 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.187
2023-07-25 18:14:59,032 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.933, mIoU: 0.233
2023-07-25 18:14:59,047 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.927, mIoU: 0.262
2023-07-25 18:14:59,062 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.273
2023-07-25 18:14:59,075 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.933, mIoU: 0.311
2023-07-25 18:14:59,090 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.926, mIoU: 0.351
2023-07-25 18:14:59,105 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.910, mIoU: 0.353
2023-07-25 18:14:59,120 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.917, mIoU: 0.397
2023-07-25 18:14:59,133 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.877, mIoU: 0.346
2023-07-25 18:14:59,148 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.879, mIoU: 0.354
2023-07-25 18:14:59,163 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.883, mIoU: 0.350
2023-07-25 18:14:59,176 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.887, mIoU: 0.349
2023-07-25 18:14:59,187 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.889, mIoU: 0.348
2023-07-25 18:14:59,200 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.347
2023-07-25 18:14:59,215 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.354
2023-07-25 18:14:59,231 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.893, mIoU: 0.399
2023-07-25 18:14:59,247 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.899, mIoU: 0.404
2023-07-25 18:14:59,262 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.900, mIoU: 0.416
2023-07-25 18:14:59,277 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.896, mIoU: 0.417
2023-07-25 18:14:59,294 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.900, mIoU: 0.415
2023-07-25 18:14:59,310 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.413
2023-07-25 18:14:59,324 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.418
2023-07-25 18:14:59,339 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.420
2023-07-25 18:14:59,351 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.419
2023-07-25 18:14:59,366 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.899, mIoU: 0.415
2023-07-25 18:14:59,381 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.416
2023-07-25 18:14:59,395 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.417
2023-07-25 18:14:59,411 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.415
2023-07-25 18:14:59,426 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.908, mIoU: 0.423
2023-07-25 18:14:59,441 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.908, mIoU: 0.421
2023-07-25 18:14:59,457 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.458
2023-07-25 18:14:59,473 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.459
2023-07-25 18:14:59,487 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.907, mIoU: 0.458
2023-07-25 18:14:59,500 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.909, mIoU: 0.501
2023-07-25 18:14:59,518 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.906, mIoU: 0.491
2023-07-25 18:14:59,532 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.492
2023-07-25 18:14:59,546 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-25 18:14:59,562 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.907, mIoU: 0.512
2023-07-25 18:14:59,577 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.512
2023-07-25 18:14:59,592 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.512
2023-07-25 18:14:59,608 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.903, mIoU: 0.516
2023-07-25 18:14:59,624 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.516
2023-07-25 18:14:59,638 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.523
2023-07-25 18:14:59,651 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.523
2023-07-25 18:14:59,666 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-25 18:14:59,682 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.520
2023-07-25 18:14:59,698 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.904, mIoU: 0.518
2023-07-25 18:14:59,714 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.906, mIoU: 0.518
2023-07-25 18:14:59,728 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.515
2023-07-25 18:14:59,744 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.516
2023-07-25 18:14:59,759 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.907, mIoU: 0.520
2023-07-25 18:14:59,772 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.516
2023-07-25 18:14:59,788 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.514
2023-07-25 18:14:59,805 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-25 18:14:59,818 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.908, mIoU: 0.515
2023-07-25 18:14:59,834 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.902, mIoU: 0.545
2023-07-25 18:14:59,847 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.901, mIoU: 0.538
2023-07-25 18:14:59,862 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.902, mIoU: 0.536
2023-07-25 18:14:59,876 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.903, mIoU: 0.534
2023-07-25 18:14:59,896 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.534
2023-07-25 18:14:59,910 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.539
2023-07-25 18:14:59,926 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.538
2023-07-25 18:14:59,943 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.904, mIoU: 0.539
2023-07-25 18:14:59,957 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.905, mIoU: 0.580
2023-07-25 18:14:59,973 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.581
2023-07-25 18:14:59,989 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-25 18:15:00,006 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 18:15:00,020 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 18:15:00,036 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.902, mIoU: 0.590
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2023-07-25 18:15:00,068 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-25 18:15:00,084 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 18:15:00,100 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-25 18:15:00,110 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.892, mIoU: 0.578
2023-07-25 18:15:00,126 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-25 18:15:00,143 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 18:15:00,157 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 18:15:00,173 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 18:15:00,188 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-25 18:15:00,204 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-25 18:15:00,220 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-25 18:15:00,235 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-25 18:15:00,250 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 18:15:00,266 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 18:15:00,282 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.885, mIoU: 0.556
2023-07-25 18:15:00,296 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.885, mIoU: 0.556
2023-07-25 18:15:00,312 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.555
2023-07-25 18:15:00,328 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-25 18:15:00,344 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-25 18:15:00,360 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 18:15:00,376 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.883, mIoU: 0.562
2023-07-25 18:15:00,392 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-25 18:15:00,406 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-25 18:15:00,419 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-25 18:15:00,435 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.887, mIoU: 0.563
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2023-07-25 18:15:00,480 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.888, mIoU: 0.560
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2023-07-25 18:15:00,509 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 18:15:00,524 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.888, mIoU: 0.557
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2023-07-25 18:15:00,553 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 18:15:00,568 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 18:15:00,582 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.888, mIoU: 0.550
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2023-07-25 18:15:00,637 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-25 18:15:00,725 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 18:15:00,741 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 18:15:00,757 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 18:15:00,771 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 18:15:00,785 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.890, mIoU: 0.545
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2023-07-25 18:15:00,854 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.889, mIoU: 0.543
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2023-07-25 18:15:00,893 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.890, mIoU: 0.546
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2023-07-25 18:15:00,938 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.891, mIoU: 0.542
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2023-07-25 18:15:01,021 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.891, mIoU: 0.543
2023-07-25 18:15:01,037 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.892, mIoU: 0.546
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2023-07-25 18:15:01,114 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 18:15:01,130 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.894, mIoU: 0.554
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2023-07-25 18:15:01,157 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:01,173 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-25 18:15:01,927 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.891, mIoU: 0.552
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2023-07-25 18:15:02,898 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.887, mIoU: 0.571
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2023-07-25 18:15:03,001 semantic_segmentation INFO: Sample: 271, Validation pixAcc: 0.888, mIoU: 0.573
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2023-07-25 18:15:05,976 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 18:15:05,992 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 18:15:06,008 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.890, mIoU: 0.554
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2023-07-25 18:15:06,038 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 18:15:06,054 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 18:15:06,068 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 18:15:06,084 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 18:15:06,096 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 18:15:06,112 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 18:15:06,127 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 18:15:06,142 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 18:15:06,158 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 18:15:06,173 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 18:15:06,183 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 18:15:06,197 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 18:15:06,213 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 18:15:06,229 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 18:15:06,242 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 18:15:06,256 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 18:15:06,271 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 18:15:06,287 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 18:15:06,304 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 18:15:06,319 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 18:15:06,328 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 18:15:06,344 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 18:15:06,360 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 18:15:06,374 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 18:15:06,390 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 18:15:06,405 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 18:15:06,419 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 18:15:06,435 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 18:15:06,449 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 18:15:06,465 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 18:15:06,482 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 18:15:06,498 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 18:15:06,514 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 18:15:06,528 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 18:15:06,542 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 18:15:06,557 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:06,573 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 18:15:06,587 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 18:15:06,602 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 18:15:06,618 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 18:15:06,634 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 18:15:06,649 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 18:15:06,662 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 18:15:06,677 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 18:15:06,693 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 18:15:06,709 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 18:15:06,724 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:06,740 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:06,754 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:06,769 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:06,784 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:06,798 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:06,813 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:06,825 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:06,841 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:06,855 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:06,868 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 18:15:06,881 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 18:15:06,897 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 18:15:06,913 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 18:15:06,930 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 18:15:06,946 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 18:15:06,955 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 18:15:06,971 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 18:15:06,987 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 18:15:07,004 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 18:15:07,020 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 18:15:07,035 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,049 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,062 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,078 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,093 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,109 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,122 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,136 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,151 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,166 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,181 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:07,194 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,209 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,225 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,241 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,255 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,271 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,287 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,300 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,316 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,332 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:07,347 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:07,363 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,376 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:07,392 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,408 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,425 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,436 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,452 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,469 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,482 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:07,498 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,512 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,528 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:07,544 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:07,560 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:07,574 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,587 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,601 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,617 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,633 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,649 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,664 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,680 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,693 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:07,709 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,726 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,739 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,755 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,770 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:07,785 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,801 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,816 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,828 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:07,844 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:07,859 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,875 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,891 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:07,906 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:07,919 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:07,934 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:07,950 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:07,966 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:07,980 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:07,996 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:08,012 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:08,028 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:08,044 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 18:15:08,060 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:08,076 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,092 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,107 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 18:15:08,122 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,136 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,151 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,167 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,182 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,196 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:08,212 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,226 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,241 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 18:15:08,256 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 18:15:08,272 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,287 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,302 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,318 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:08,333 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:08,348 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:08,362 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:08,378 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:08,397 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 18:15:08,412 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:08,428 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:08,439 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,452 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,468 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,482 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,498 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,512 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:08,526 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:08,542 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:08,559 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:08,575 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:08,592 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,606 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,621 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,635 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,650 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,667 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,683 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,699 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,714 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,730 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,743 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,759 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,775 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,788 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,802 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 18:15:08,816 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,832 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 18:15:08,861 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,877 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,893 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,909 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,923 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:08,936 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 18:15:08,944 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:08,960 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:08,977 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:08,992 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,009 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,025 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,041 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,057 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,073 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,086 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,101 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,116 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,131 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,146 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,159 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,173 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,186 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,200 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 18:15:09,214 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,227 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:09,240 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,255 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 18:15:09,271 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 18:15:09,283 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 18:15:09,298 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 18:15:09,312 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,324 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,340 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,356 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 18:15:09,372 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,388 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,404 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,420 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,433 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,450 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,466 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,483 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,499 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:09,514 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 18:15:09,530 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 18:15:09,543 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:09,556 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:09,570 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,585 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,601 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:09,615 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,628 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:09,643 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,657 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:09,673 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,688 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,704 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,717 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,732 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,746 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,761 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,776 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,791 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,808 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,821 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:09,837 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:09,854 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:09,868 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:09,882 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:09,898 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,914 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:09,930 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,945 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,958 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,971 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,986 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:09,999 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,015 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,032 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,046 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,061 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,075 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,090 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,106 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,120 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,134 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,150 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,167 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,181 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,197 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:10,213 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:10,227 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:10,241 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:10,257 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,273 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,291 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,304 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,319 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,333 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,349 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,363 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,377 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,392 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,408 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,422 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:10,438 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:10,454 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,470 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,486 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,499 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,512 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:10,527 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,541 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,554 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,568 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,584 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,598 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,611 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,626 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,642 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,657 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,674 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,687 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,701 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,716 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,732 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,748 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,764 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:10,777 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:10,791 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:10,803 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,819 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:10,835 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,850 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,865 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:10,876 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,890 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,905 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,921 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:10,935 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,950 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,964 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,980 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:10,993 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:11,009 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:11,022 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:11,037 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:11,053 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:11,066 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:11,082 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,097 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,113 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,128 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,144 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,159 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:11,174 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:11,189 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:11,204 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 18:15:11,220 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,233 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,246 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:11,259 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:11,276 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:11,290 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 18:15:11,307 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,322 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,334 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,349 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,366 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,382 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,396 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,412 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,427 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,441 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,456 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,473 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,489 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:11,502 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,515 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,532 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,548 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 18:15:11,563 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 18:15:11,576 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 18:15:11,592 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 18:15:11,607 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,623 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,638 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,651 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,666 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,679 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,695 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 18:15:11,709 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 18:15:11,722 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,738 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,752 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,768 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,783 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,799 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 18:15:11,815 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,830 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,846 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,861 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,877 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,892 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,909 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,924 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,934 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,949 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,963 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:11,978 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:11,993 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:12,009 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:12,023 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,038 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,053 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,068 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,084 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,100 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 18:15:12,114 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:12,130 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:12,146 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:12,162 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 18:15:12,176 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:12,192 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:12,208 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:12,225 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 18:15:12,238 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,254 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,270 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,284 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,299 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,315 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,328 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,343 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,357 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,371 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,387 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,402 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,417 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,433 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,448 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,461 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,474 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,489 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,503 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,516 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,531 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,546 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,562 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,578 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,592 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,606 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,623 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:12,638 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,652 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,667 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,681 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 18:15:12,697 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,712 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,729 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,745 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,760 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,769 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,786 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,801 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,815 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,829 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,844 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,859 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,872 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,887 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,902 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,918 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:12,933 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:12,948 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-25 18:15:12,964 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:12,981 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:12,995 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:13,010 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:13,026 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:13,040 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 18:15:13,054 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,069 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,086 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,101 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,109 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,123 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 18:15:13,136 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:13,149 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:13,161 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 18:15:13,177 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 18:15:13,192 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 18:15:13,208 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 18:15:13,220 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,234 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,249 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,260 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,276 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,290 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,305 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,321 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,337 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,352 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,364 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,378 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,393 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:13,409 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,425 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,440 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,453 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,464 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,476 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,489 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,501 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,516 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:13,529 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,544 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:13,560 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,576 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,591 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:13,607 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,623 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:13,639 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,656 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,671 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,686 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,702 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,719 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,732 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,746 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,762 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,775 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,792 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,805 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,820 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:13,836 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,854 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:13,869 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,883 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,898 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,913 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,928 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,943 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 18:15:13,956 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:13,969 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:13,985 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,000 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,016 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 18:15:14,031 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 18:15:14,047 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 18:15:14,063 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 18:15:14,078 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,094 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,107 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,123 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,134 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,147 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,163 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 18:15:14,175 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:14,191 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 18:15:14,207 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:14,222 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,238 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,255 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,270 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,286 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,299 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,315 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,328 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,343 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,359 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,372 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,387 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,401 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,416 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,432 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,449 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,464 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:14,480 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,494 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,507 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,523 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 18:15:14,537 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,551 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,568 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:14,583 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,599 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,613 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 18:15:14,626 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 18:15:14,642 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:14,658 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,673 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,687 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 18:15:14,701 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,717 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:14,733 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:14,749 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 18:15:14,764 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.897, mIoU: 0.574
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2023-07-25 18:15:14,795 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,810 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,826 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,843 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 18:15:14,859 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:14,875 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:14,891 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:14,904 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:14,921 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:14,936 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 18:15:14,966 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:14,981 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:14,997 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,013 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,027 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 18:15:15,057 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,072 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,088 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,104 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,119 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,132 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-25 18:15:15,164 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 18:15:15,192 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,205 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,214 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,229 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 18:15:15,274 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:15,290 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:15,304 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 18:15:15,318 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 18:15:15,349 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 18:15:15,364 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:15,382 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-25 18:15:15,430 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:15,443 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:15,459 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 18:15:15,474 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 18:15:15,490 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,503 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,516 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 18:15:15,532 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 18:15:15,635 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,651 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,667 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 18:15:15,683 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 18:15:15,757 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:15,772 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 18:15:15,785 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 18:15:15,814 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-25 18:15:15,840 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 18:15:16,097 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:16,111 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 18:15:16,215 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:16,231 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 18:15:16,243 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 18:15:16,258 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 18:15:16,389 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-25 18:15:16,540 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-25 18:15:16,826 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.894, mIoU: 0.575
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2023-07-25 18:15:16,936 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.894, mIoU: 0.575
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2023-07-25 18:15:16,995 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 18:15:17,025 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 18:15:17,053 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.894, mIoU: 0.574
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2023-07-25 18:15:17,083 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 18:15:17,170 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 18:15:17,200 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:17,217 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 18:15:17,230 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.893, mIoU: 0.572
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2023-07-25 18:15:17,304 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:17,437 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:17,466 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,481 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,497 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:17,528 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,544 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:17,588 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,602 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:17,664 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,679 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:17,694 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:17,709 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:17,739 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:17,770 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:17,800 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,815 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,828 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,841 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,856 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,871 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,884 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,900 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,917 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:17,933 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:17,964 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:17,980 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:17,995 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,009 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,023 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,037 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,051 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,065 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,081 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,096 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,110 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,123 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,138 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 18:15:18,150 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,165 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,180 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,196 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,211 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,226 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,240 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,255 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:18,269 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,283 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,299 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,314 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,331 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,344 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,360 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,376 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,391 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,406 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,419 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,434 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:18,449 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:18,479 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,493 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,508 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,524 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,539 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,555 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,570 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,586 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,602 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,612 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,627 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,640 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:18,671 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,686 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,701 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,714 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:18,741 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,757 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,771 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,787 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:18,802 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.894, mIoU: 0.571
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2023-07-25 18:15:18,891 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 18:15:18,904 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.894, mIoU: 0.572
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2023-07-25 18:15:19,049 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:19,120 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 18:15:19,135 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,149 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,164 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,181 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,197 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,212 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,228 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,236 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,251 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,264 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:19,292 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-25 18:15:19,323 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,338 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 18:15:19,354 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:19,415 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:19,510 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:19,539 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 18:15:19,581 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 18:15:19,641 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.893, mIoU: 0.568
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2023-07-25 18:15:19,790 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 18:15:19,803 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 18:15:19,819 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 18:15:19,926 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 18:15:19,969 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 18:15:20,000 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 18:15:20,045 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.892, mIoU: 0.566
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2023-07-25 18:15:20,184 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 18:15:20,200 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.892, mIoU: 0.566
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2023-07-25 18:15:20,273 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.892, mIoU: 0.566
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2023-07-25 18:15:20,318 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.893, mIoU: 0.566
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2023-07-25 18:15:20,346 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 18:15:20,376 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:20,391 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-25 18:15:20,435 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 18:15:20,449 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:20,465 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 18:15:20,478 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.893, mIoU: 0.568
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2023-07-25 18:15:20,507 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 18:15:20,524 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 18:15:37,903 semantic_segmentation INFO: Iters: 63210/150000 || Lr: 0.012223 || Task Loss: 0.3523 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:20 || Estimated Time: 1 day, 19:12:45
2023-07-25 18:15:55,315 semantic_segmentation INFO: Iters: 63220/150000 || Lr: 0.012222 || Task Loss: 0.5856 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:37 || Estimated Time: 1 day, 19:12:26
2023-07-25 18:16:12,772 semantic_segmentation INFO: Iters: 63230/150000 || Lr: 0.012220 || Task Loss: 0.3651 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:55 || Estimated Time: 1 day, 19:12:07
2023-07-25 18:16:30,949 semantic_segmentation INFO: Iters: 63240/150000 || Lr: 0.012219 || Task Loss: 1.1027 || KD Loss: 0.5192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:13 || Estimated Time: 1 day, 19:11:50
2023-07-25 18:16:48,963 semantic_segmentation INFO: Iters: 63250/150000 || Lr: 0.012218 || Task Loss: 0.4105 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:31 || Estimated Time: 1 day, 19:11:32
2023-07-25 18:17:07,198 semantic_segmentation INFO: Iters: 63260/150000 || Lr: 0.012217 || Task Loss: 0.7076 || KD Loss: 0.3022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:49 || Estimated Time: 1 day, 19:11:15
2023-07-25 18:17:25,106 semantic_segmentation INFO: Iters: 63270/150000 || Lr: 0.012215 || Task Loss: 0.5248 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:07 || Estimated Time: 1 day, 19:10:57
2023-07-25 18:17:42,830 semantic_segmentation INFO: Iters: 63280/150000 || Lr: 0.012214 || Task Loss: 0.6472 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:25 || Estimated Time: 1 day, 19:10:39
2023-07-25 18:18:00,613 semantic_segmentation INFO: Iters: 63290/150000 || Lr: 0.012213 || Task Loss: 0.5953 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:42 || Estimated Time: 1 day, 19:10:20
2023-07-25 18:18:18,684 semantic_segmentation INFO: Iters: 63300/150000 || Lr: 0.012212 || Task Loss: 0.5697 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:00 || Estimated Time: 1 day, 19:10:03
2023-07-25 18:18:36,848 semantic_segmentation INFO: Iters: 63310/150000 || Lr: 0.012210 || Task Loss: 0.5037 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:19 || Estimated Time: 1 day, 19:09:45
2023-07-25 18:18:54,390 semantic_segmentation INFO: Iters: 63320/150000 || Lr: 0.012209 || Task Loss: 0.6043 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:36 || Estimated Time: 1 day, 19:09:27
2023-07-25 18:19:12,405 semantic_segmentation INFO: Iters: 63330/150000 || Lr: 0.012208 || Task Loss: 0.4587 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:54 || Estimated Time: 1 day, 19:09:09
2023-07-25 18:19:30,967 semantic_segmentation INFO: Iters: 63340/150000 || Lr: 0.012206 || Task Loss: 0.6434 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:13 || Estimated Time: 1 day, 19:08:52
2023-07-25 18:19:48,787 semantic_segmentation INFO: Iters: 63350/150000 || Lr: 0.012205 || Task Loss: 0.3559 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:31 || Estimated Time: 1 day, 19:08:34
2023-07-25 18:20:06,603 semantic_segmentation INFO: Iters: 63360/150000 || Lr: 0.012204 || Task Loss: 0.5639 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:48 || Estimated Time: 1 day, 19:08:16
2023-07-25 18:20:24,630 semantic_segmentation INFO: Iters: 63370/150000 || Lr: 0.012203 || Task Loss: 0.8327 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:06 || Estimated Time: 1 day, 19:07:58
2023-07-25 18:20:42,036 semantic_segmentation INFO: Iters: 63380/150000 || Lr: 0.012201 || Task Loss: 0.6042 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:24 || Estimated Time: 1 day, 19:07:39
2023-07-25 18:20:59,444 semantic_segmentation INFO: Iters: 63390/150000 || Lr: 0.012200 || Task Loss: 0.5763 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:41 || Estimated Time: 1 day, 19:07:21
2023-07-25 18:21:16,853 semantic_segmentation INFO: Iters: 63400/150000 || Lr: 0.012199 || Task Loss: 0.8612 || KD Loss: 0.3248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:59 || Estimated Time: 1 day, 19:07:02
2023-07-25 18:21:34,262 semantic_segmentation INFO: Iters: 63410/150000 || Lr: 0.012198 || Task Loss: 0.7124 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:16 || Estimated Time: 1 day, 19:06:43
2023-07-25 18:21:51,578 semantic_segmentation INFO: Iters: 63420/150000 || Lr: 0.012196 || Task Loss: 0.9864 || KD Loss: 0.3726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:33 || Estimated Time: 1 day, 19:06:25
2023-07-25 18:22:08,867 semantic_segmentation INFO: Iters: 63430/150000 || Lr: 0.012195 || Task Loss: 0.8142 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:51 || Estimated Time: 1 day, 19:06:06
2023-07-25 18:22:26,296 semantic_segmentation INFO: Iters: 63440/150000 || Lr: 0.012194 || Task Loss: 0.5715 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:08 || Estimated Time: 1 day, 19:05:47
2023-07-25 18:22:43,476 semantic_segmentation INFO: Iters: 63450/150000 || Lr: 0.012192 || Task Loss: 0.5949 || KD Loss: 0.1773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:25 || Estimated Time: 1 day, 19:05:28
2023-07-25 18:23:00,666 semantic_segmentation INFO: Iters: 63460/150000 || Lr: 0.012191 || Task Loss: 0.4043 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:42 || Estimated Time: 1 day, 19:05:09
2023-07-25 18:23:17,847 semantic_segmentation INFO: Iters: 63470/150000 || Lr: 0.012190 || Task Loss: 0.4319 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:00 || Estimated Time: 1 day, 19:04:50
2023-07-25 18:23:35,042 semantic_segmentation INFO: Iters: 63480/150000 || Lr: 0.012189 || Task Loss: 0.4841 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:17 || Estimated Time: 1 day, 19:04:31
2023-07-25 18:23:52,141 semantic_segmentation INFO: Iters: 63490/150000 || Lr: 0.012187 || Task Loss: 0.5846 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:34 || Estimated Time: 1 day, 19:04:12
2023-07-25 18:24:09,284 semantic_segmentation INFO: Iters: 63500/150000 || Lr: 0.012186 || Task Loss: 0.5518 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:51 || Estimated Time: 1 day, 19:03:53
2023-07-25 18:24:26,699 semantic_segmentation INFO: Iters: 63510/150000 || Lr: 0.012185 || Task Loss: 0.4185 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:08 || Estimated Time: 1 day, 19:03:35
2023-07-25 18:24:44,106 semantic_segmentation INFO: Iters: 63520/150000 || Lr: 0.012184 || Task Loss: 0.4757 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:26 || Estimated Time: 1 day, 19:03:16
2023-07-25 18:25:01,152 semantic_segmentation INFO: Iters: 63530/150000 || Lr: 0.012182 || Task Loss: 0.6323 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:43 || Estimated Time: 1 day, 19:02:57
2023-07-25 18:25:18,269 semantic_segmentation INFO: Iters: 63540/150000 || Lr: 0.012181 || Task Loss: 0.7666 || KD Loss: 0.1768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:00 || Estimated Time: 1 day, 19:02:38
2023-07-25 18:25:35,586 semantic_segmentation INFO: Iters: 63550/150000 || Lr: 0.012180 || Task Loss: 0.5694 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:17 || Estimated Time: 1 day, 19:02:19
2023-07-25 18:25:52,788 semantic_segmentation INFO: Iters: 63560/150000 || Lr: 0.012179 || Task Loss: 0.6036 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:35 || Estimated Time: 1 day, 19:02:00
2023-07-25 18:26:09,920 semantic_segmentation INFO: Iters: 63570/150000 || Lr: 0.012177 || Task Loss: 0.6131 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:52 || Estimated Time: 1 day, 19:01:41
2023-07-25 18:26:27,149 semantic_segmentation INFO: Iters: 63580/150000 || Lr: 0.012176 || Task Loss: 0.5235 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:09 || Estimated Time: 1 day, 19:01:23
2023-07-25 18:26:44,313 semantic_segmentation INFO: Iters: 63590/150000 || Lr: 0.012175 || Task Loss: 0.7352 || KD Loss: 0.2731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:26 || Estimated Time: 1 day, 19:01:04
2023-07-25 18:27:01,537 semantic_segmentation INFO: Iters: 63600/150000 || Lr: 0.012173 || Task Loss: 0.6985 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:43 || Estimated Time: 1 day, 19:00:45
2023-07-25 18:27:18,889 semantic_segmentation INFO: Iters: 63610/150000 || Lr: 0.012172 || Task Loss: 0.5803 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:01 || Estimated Time: 1 day, 19:00:26
2023-07-25 18:27:36,729 semantic_segmentation INFO: Iters: 63620/150000 || Lr: 0.012171 || Task Loss: 0.6994 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:19 || Estimated Time: 1 day, 19:00:08
2023-07-25 18:27:53,833 semantic_segmentation INFO: Iters: 63630/150000 || Lr: 0.012170 || Task Loss: 0.5628 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:36 || Estimated Time: 1 day, 18:59:49
2023-07-25 18:28:11,233 semantic_segmentation INFO: Iters: 63640/150000 || Lr: 0.012168 || Task Loss: 0.6484 || KD Loss: 0.1920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:53 || Estimated Time: 1 day, 18:59:30
2023-07-25 18:28:28,901 semantic_segmentation INFO: Iters: 63650/150000 || Lr: 0.012167 || Task Loss: 0.7156 || KD Loss: 0.2101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:41:11 || Estimated Time: 1 day, 18:59:12
2023-07-25 18:28:46,056 semantic_segmentation INFO: Iters: 63660/150000 || Lr: 0.012166 || Task Loss: 0.7956 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:41:28 || Estimated Time: 1 day, 18:58:53
2023-07-25 18:29:03,661 semantic_segmentation INFO: Iters: 63670/150000 || Lr: 0.012165 || Task Loss: 0.6449 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:41:45 || Estimated Time: 1 day, 18:58:35
2023-07-25 18:29:20,769 semantic_segmentation INFO: Iters: 63680/150000 || Lr: 0.012163 || Task Loss: 0.5110 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:03 || Estimated Time: 1 day, 18:58:16
2023-07-25 18:29:37,975 semantic_segmentation INFO: Iters: 63690/150000 || Lr: 0.012162 || Task Loss: 0.4722 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:20 || Estimated Time: 1 day, 18:57:57
2023-07-25 18:29:55,198 semantic_segmentation INFO: Iters: 63700/150000 || Lr: 0.012161 || Task Loss: 0.5388 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:37 || Estimated Time: 1 day, 18:57:38
2023-07-25 18:30:12,587 semantic_segmentation INFO: Iters: 63710/150000 || Lr: 0.012160 || Task Loss: 0.8158 || KD Loss: 0.2885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:54 || Estimated Time: 1 day, 18:57:19
2023-07-25 18:30:29,682 semantic_segmentation INFO: Iters: 63720/150000 || Lr: 0.012158 || Task Loss: 0.4939 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:11 || Estimated Time: 1 day, 18:57:00
2023-07-25 18:30:46,900 semantic_segmentation INFO: Iters: 63730/150000 || Lr: 0.012157 || Task Loss: 0.5357 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:29 || Estimated Time: 1 day, 18:56:41
2023-07-25 18:31:04,102 semantic_segmentation INFO: Iters: 63740/150000 || Lr: 0.012156 || Task Loss: 0.5064 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:46 || Estimated Time: 1 day, 18:56:23
2023-07-25 18:31:21,580 semantic_segmentation INFO: Iters: 63750/150000 || Lr: 0.012154 || Task Loss: 0.6893 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:03 || Estimated Time: 1 day, 18:56:04
2023-07-25 18:31:38,584 semantic_segmentation INFO: Iters: 63760/150000 || Lr: 0.012153 || Task Loss: 0.4843 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:20 || Estimated Time: 1 day, 18:55:45
2023-07-25 18:31:55,785 semantic_segmentation INFO: Iters: 63770/150000 || Lr: 0.012152 || Task Loss: 0.5601 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:38 || Estimated Time: 1 day, 18:55:26
2023-07-25 18:32:13,181 semantic_segmentation INFO: Iters: 63780/150000 || Lr: 0.012151 || Task Loss: 0.5886 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:55 || Estimated Time: 1 day, 18:55:07
2023-07-25 18:32:30,235 semantic_segmentation INFO: Iters: 63790/150000 || Lr: 0.012149 || Task Loss: 0.6250 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:45:12 || Estimated Time: 1 day, 18:54:48
2023-07-25 18:32:47,333 semantic_segmentation INFO: Iters: 63800/150000 || Lr: 0.012148 || Task Loss: 0.6542 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:45:29 || Estimated Time: 1 day, 18:54:29
2023-07-25 18:33:04,586 semantic_segmentation INFO: Iters: 63810/150000 || Lr: 0.012147 || Task Loss: 0.4552 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:45:46 || Estimated Time: 1 day, 18:54:10
2023-07-25 18:33:21,799 semantic_segmentation INFO: Iters: 63820/150000 || Lr: 0.012146 || Task Loss: 0.7301 || KD Loss: 0.2350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:04 || Estimated Time: 1 day, 18:53:51
2023-07-25 18:33:38,819 semantic_segmentation INFO: Iters: 63830/150000 || Lr: 0.012144 || Task Loss: 0.5388 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:21 || Estimated Time: 1 day, 18:53:32
2023-07-25 18:33:56,028 semantic_segmentation INFO: Iters: 63840/150000 || Lr: 0.012143 || Task Loss: 0.6131 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:38 || Estimated Time: 1 day, 18:53:13
2023-07-25 18:34:13,190 semantic_segmentation INFO: Iters: 63850/150000 || Lr: 0.012142 || Task Loss: 0.6887 || KD Loss: 0.2284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:55 || Estimated Time: 1 day, 18:52:55
2023-07-25 18:34:30,205 semantic_segmentation INFO: Iters: 63860/150000 || Lr: 0.012141 || Task Loss: 0.3794 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:12 || Estimated Time: 1 day, 18:52:35
2023-07-25 18:34:47,392 semantic_segmentation INFO: Iters: 63870/150000 || Lr: 0.012139 || Task Loss: 0.6182 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:29 || Estimated Time: 1 day, 18:52:16
2023-07-25 18:35:04,412 semantic_segmentation INFO: Iters: 63880/150000 || Lr: 0.012138 || Task Loss: 0.5746 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:46 || Estimated Time: 1 day, 18:51:57
2023-07-25 18:35:21,966 semantic_segmentation INFO: Iters: 63890/150000 || Lr: 0.012137 || Task Loss: 0.5919 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:04 || Estimated Time: 1 day, 18:51:39
2023-07-25 18:35:38,930 semantic_segmentation INFO: Iters: 63900/150000 || Lr: 0.012135 || Task Loss: 0.4402 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:21 || Estimated Time: 1 day, 18:51:20
2023-07-25 18:35:56,052 semantic_segmentation INFO: Iters: 63910/150000 || Lr: 0.012134 || Task Loss: 0.6986 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:38 || Estimated Time: 1 day, 18:51:01
2023-07-25 18:36:13,422 semantic_segmentation INFO: Iters: 63920/150000 || Lr: 0.012133 || Task Loss: 0.6475 || KD Loss: 0.2373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:55 || Estimated Time: 1 day, 18:50:42
2023-07-25 18:36:30,870 semantic_segmentation INFO: Iters: 63930/150000 || Lr: 0.012132 || Task Loss: 0.6143 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:13 || Estimated Time: 1 day, 18:50:24
2023-07-25 18:36:48,459 semantic_segmentation INFO: Iters: 63940/150000 || Lr: 0.012130 || Task Loss: 0.4681 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:30 || Estimated Time: 1 day, 18:50:05
2023-07-25 18:37:05,958 semantic_segmentation INFO: Iters: 63950/150000 || Lr: 0.012129 || Task Loss: 0.6154 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2472|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:48 || Estimated Time: 1 day, 18:49:47
2023-07-25 18:37:23,516 semantic_segmentation INFO: Iters: 63960/150000 || Lr: 0.012128 || Task Loss: 0.6553 || KD Loss: 0.1829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:05 || Estimated Time: 1 day, 18:49:28
2023-07-25 18:37:40,775 semantic_segmentation INFO: Iters: 63970/150000 || Lr: 0.012127 || Task Loss: 0.6507 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:23 || Estimated Time: 1 day, 18:49:09
2023-07-25 18:37:58,428 semantic_segmentation INFO: Iters: 63980/150000 || Lr: 0.012125 || Task Loss: 0.6927 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2381|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:40 || Estimated Time: 1 day, 18:48:51
2023-07-25 18:38:15,813 semantic_segmentation INFO: Iters: 63990/150000 || Lr: 0.012124 || Task Loss: 0.6505 || KD Loss: 0.1806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:58 || Estimated Time: 1 day, 18:48:33
2023-07-25 18:38:33,234 semantic_segmentation INFO: Iters: 64000/150000 || Lr: 0.012123 || Task Loss: 0.6455 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:15 || Estimated Time: 1 day, 18:48:14
2023-07-25 18:38:33,358 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 18:38:33,741 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.086
2023-07-25 18:38:33,754 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.131
2023-07-25 18:38:33,772 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.132
2023-07-25 18:38:33,786 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.130
2023-07-25 18:38:33,800 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.932, mIoU: 0.201
2023-07-25 18:38:33,814 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.245
2023-07-25 18:38:33,830 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.834, mIoU: 0.240
2023-07-25 18:38:33,846 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.854, mIoU: 0.246
2023-07-25 18:38:33,860 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.857, mIoU: 0.274
2023-07-25 18:38:33,876 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.866, mIoU: 0.310
2023-07-25 18:38:33,892 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.857, mIoU: 0.313
2023-07-25 18:38:33,908 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.865, mIoU: 0.316
2023-07-25 18:38:33,921 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.832, mIoU: 0.301
2023-07-25 18:38:33,937 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.835, mIoU: 0.294
2023-07-25 18:38:33,952 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.838, mIoU: 0.303
2023-07-25 18:38:33,966 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.836, mIoU: 0.300
2023-07-25 18:38:33,978 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.838, mIoU: 0.298
2023-07-25 18:38:33,992 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.842, mIoU: 0.297
2023-07-25 18:38:34,007 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.845, mIoU: 0.302
2023-07-25 18:38:34,025 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.851, mIoU: 0.347
2023-07-25 18:38:34,040 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.857, mIoU: 0.352
2023-07-25 18:38:34,056 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.849, mIoU: 0.343
2023-07-25 18:38:34,072 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.846, mIoU: 0.367
2023-07-25 18:38:34,089 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.850, mIoU: 0.363
2023-07-25 18:38:34,106 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.855, mIoU: 0.366
2023-07-25 18:38:34,120 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.853, mIoU: 0.366
2023-07-25 18:38:34,136 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.856, mIoU: 0.367
2023-07-25 18:38:34,148 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.860, mIoU: 0.367
2023-07-25 18:38:34,164 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.856, mIoU: 0.357
2023-07-25 18:38:34,180 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.861, mIoU: 0.357
2023-07-25 18:38:34,194 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.865, mIoU: 0.360
2023-07-25 18:38:34,211 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.869, mIoU: 0.360
2023-07-25 18:38:34,227 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.873, mIoU: 0.368
2023-07-25 18:38:34,243 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.366
2023-07-25 18:38:34,259 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.863, mIoU: 0.381
2023-07-25 18:38:34,275 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.866, mIoU: 0.382
2023-07-25 18:38:34,289 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.868, mIoU: 0.383
2023-07-25 18:38:34,303 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.871, mIoU: 0.428
2023-07-25 18:38:34,321 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.868, mIoU: 0.418
2023-07-25 18:38:34,334 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.869, mIoU: 0.418
2023-07-25 18:38:34,348 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.869, mIoU: 0.452
2023-07-25 18:38:34,364 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.873, mIoU: 0.451
2023-07-25 18:38:34,379 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.871, mIoU: 0.449
2023-07-25 18:38:34,393 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.449
2023-07-25 18:38:34,409 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.873, mIoU: 0.453
2023-07-25 18:38:34,425 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.874, mIoU: 0.456
2023-07-25 18:38:34,439 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.877, mIoU: 0.462
2023-07-25 18:38:34,452 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.878, mIoU: 0.462
2023-07-25 18:38:34,468 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.879, mIoU: 0.463
2023-07-25 18:38:34,485 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.878, mIoU: 0.462
2023-07-25 18:38:34,502 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.879, mIoU: 0.460
2023-07-25 18:38:34,518 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.881, mIoU: 0.460
2023-07-25 18:38:34,532 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.882, mIoU: 0.458
2023-07-25 18:38:34,548 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.882, mIoU: 0.457
2023-07-25 18:38:34,564 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.882, mIoU: 0.459
2023-07-25 18:38:34,578 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.876, mIoU: 0.456
2023-07-25 18:38:34,594 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.877, mIoU: 0.455
2023-07-25 18:38:34,612 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.454
2023-07-25 18:38:34,625 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.881, mIoU: 0.456
2023-07-25 18:38:34,642 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.879, mIoU: 0.497
2023-07-25 18:38:34,657 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.879, mIoU: 0.495
2023-07-25 18:38:34,673 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.880, mIoU: 0.494
2023-07-25 18:38:34,687 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.881, mIoU: 0.494
2023-07-25 18:38:34,707 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.883, mIoU: 0.501
2023-07-25 18:38:34,721 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.885, mIoU: 0.502
2023-07-25 18:38:34,738 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.885, mIoU: 0.502
2023-07-25 18:38:34,755 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.887, mIoU: 0.505
2023-07-25 18:38:34,769 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.888, mIoU: 0.512
2023-07-25 18:38:34,786 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.889, mIoU: 0.512
2023-07-25 18:38:34,803 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.885, mIoU: 0.508
2023-07-25 18:38:34,820 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-25 18:38:34,834 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.887, mIoU: 0.532
2023-07-25 18:38:34,850 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-25 18:38:34,866 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 18:38:34,881 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.888, mIoU: 0.526
2023-07-25 18:38:34,897 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.889, mIoU: 0.522
2023-07-25 18:38:34,912 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.884, mIoU: 0.519
2023-07-25 18:38:34,922 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-25 18:38:34,938 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-25 18:38:34,954 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.884, mIoU: 0.518
2023-07-25 18:38:34,968 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.885, mIoU: 0.520
2023-07-25 18:38:34,983 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 18:38:34,998 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.880, mIoU: 0.511
2023-07-25 18:38:35,014 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.878, mIoU: 0.505
2023-07-25 18:38:35,030 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.876, mIoU: 0.498
2023-07-25 18:38:35,046 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.877, mIoU: 0.501
2023-07-25 18:38:35,062 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.878, mIoU: 0.502
2023-07-25 18:38:35,078 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.877, mIoU: 0.498
2023-07-25 18:38:35,094 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-25 18:38:35,108 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 18:38:35,124 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-25 18:38:35,141 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-25 18:38:35,157 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-25 18:38:35,173 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.873, mIoU: 0.530
2023-07-25 18:38:35,189 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.872, mIoU: 0.531
2023-07-25 18:38:35,205 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.873, mIoU: 0.531
2023-07-25 18:38:35,219 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.874, mIoU: 0.531
2023-07-25 18:38:35,233 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-25 18:38:35,248 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-25 18:38:35,262 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.877, mIoU: 0.533
2023-07-25 18:38:35,278 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.877, mIoU: 0.532
2023-07-25 18:38:35,293 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.878, mIoU: 0.531
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2023-07-25 18:38:35,380 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-25 18:38:35,394 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.879, mIoU: 0.532
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2023-07-25 18:38:35,420 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.880, mIoU: 0.535
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2023-07-25 18:38:35,542 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-25 18:38:35,557 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-25 18:38:35,573 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 18:38:35,588 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 18:38:35,602 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-25 18:38:35,619 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.885, mIoU: 0.527
2023-07-25 18:38:35,635 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 18:38:35,644 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.885, mIoU: 0.528
2023-07-25 18:38:35,657 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.886, mIoU: 0.528
2023-07-25 18:38:35,673 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.886, mIoU: 0.532
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2023-07-25 18:38:35,696 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.886, mIoU: 0.536
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2023-07-25 18:38:35,783 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.889, mIoU: 0.538
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2023-07-25 18:38:35,811 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.888, mIoU: 0.538
2023-07-25 18:38:35,826 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.889, mIoU: 0.538
2023-07-25 18:38:35,840 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.889, mIoU: 0.536
2023-07-25 18:38:35,855 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 18:38:35,871 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.890, mIoU: 0.540
2023-07-25 18:38:35,887 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 18:38:35,904 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.891, mIoU: 0.545
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2023-07-25 18:38:35,966 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 18:38:35,977 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 18:38:35,992 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 18:38:36,008 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 18:38:36,022 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 18:38:36,037 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 18:38:36,051 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.891, mIoU: 0.563
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2023-07-25 18:38:36,145 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-25 18:38:36,206 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-25 18:38:36,246 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.891, mIoU: 0.560
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2023-07-25 18:38:37,075 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.884, mIoU: 0.535
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2023-07-25 18:38:39,007 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.878, mIoU: 0.520
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2023-07-25 18:38:40,001 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.877, mIoU: 0.506
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2023-07-25 18:38:40,078 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,091 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,107 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,120 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,137 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 18:38:40,151 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 18:38:40,166 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 18:38:40,182 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.875, mIoU: 0.511
2023-07-25 18:38:40,196 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-25 18:38:40,211 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 18:38:40,227 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-25 18:38:40,240 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,256 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,272 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-25 18:38:40,286 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.876, mIoU: 0.509
2023-07-25 18:38:40,302 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,317 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 18:38:40,332 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,348 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,363 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,379 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,394 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 18:38:40,409 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 18:38:40,423 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.877, mIoU: 0.511
2023-07-25 18:38:40,437 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.877, mIoU: 0.512
2023-07-25 18:38:40,454 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-25 18:38:40,470 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,485 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,500 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 18:38:40,514 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,529 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 18:38:40,543 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,553 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,568 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,582 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,598 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 18:38:40,613 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 18:38:40,629 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.876, mIoU: 0.505
2023-07-25 18:38:40,645 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.875, mIoU: 0.504
2023-07-25 18:38:40,660 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,669 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,679 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.875, mIoU: 0.505
2023-07-25 18:38:40,693 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.875, mIoU: 0.506
2023-07-25 18:38:40,706 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,722 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,735 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-25 18:38:40,750 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.876, mIoU: 0.509
2023-07-25 18:38:40,767 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.876, mIoU: 0.509
2023-07-25 18:38:40,782 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,798 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,813 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,827 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-25 18:38:40,843 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-25 18:38:40,859 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,872 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,889 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,900 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,916 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,931 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.877, mIoU: 0.513
2023-07-25 18:38:40,946 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 18:38:40,961 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-25 18:38:40,977 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.878, mIoU: 0.517
2023-07-25 18:38:40,987 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.878, mIoU: 0.517
2023-07-25 18:38:41,000 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.878, mIoU: 0.517
2023-07-25 18:38:41,015 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.878, mIoU: 0.519
2023-07-25 18:38:41,031 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.878, mIoU: 0.519
2023-07-25 18:38:41,044 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.878, mIoU: 0.519
2023-07-25 18:38:41,057 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.879, mIoU: 0.520
2023-07-25 18:38:41,071 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 18:38:41,086 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.879, mIoU: 0.521
2023-07-25 18:38:41,102 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 18:38:41,116 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 18:38:41,125 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-25 18:38:41,141 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.880, mIoU: 0.522
2023-07-25 18:38:41,156 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 18:38:41,169 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-25 18:38:41,185 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 18:38:41,201 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-25 18:38:41,214 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-25 18:38:41,231 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 18:38:41,244 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-25 18:38:41,261 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,277 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,293 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,309 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,323 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-25 18:38:41,336 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,352 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-25 18:38:41,367 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,381 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,396 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-25 18:38:41,413 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:41,429 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:41,444 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:41,457 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:41,472 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:41,487 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:41,502 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:41,518 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-25 18:38:41,533 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 18:38:41,546 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 18:38:41,561 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-25 18:38:41,576 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 18:38:41,590 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-25 18:38:41,605 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 18:38:41,617 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:41,633 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:41,647 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-25 18:38:41,659 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-25 18:38:41,671 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 18:38:41,687 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 18:38:41,702 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 18:38:41,718 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 18:38:41,733 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 18:38:41,742 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-25 18:38:41,757 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-25 18:38:41,773 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,789 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,805 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,820 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,834 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,847 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:41,862 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:41,878 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:41,893 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:41,906 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:41,920 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:41,935 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:41,949 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:41,964 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:41,978 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:41,993 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 18:38:42,009 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 18:38:42,026 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-25 18:38:42,040 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,056 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-25 18:38:42,072 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,086 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-25 18:38:42,102 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-25 18:38:42,117 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-25 18:38:42,133 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,149 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,162 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:42,179 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:42,194 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:42,211 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:42,221 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:42,236 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 18:38:42,252 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,265 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,280 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,294 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,309 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,324 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,339 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,352 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,365 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:42,378 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,394 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:42,409 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,426 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,441 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,457 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,471 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:42,487 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.883, mIoU: 0.543
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2023-07-25 18:38:42,532 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:42,548 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:42,564 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,579 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:42,595 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.884, mIoU: 0.541
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2023-07-25 18:38:42,623 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.883, mIoU: 0.539
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2023-07-25 18:38:42,682 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 18:38:42,694 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 18:38:42,710 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.883, mIoU: 0.538
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2023-07-25 18:38:42,768 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:42,782 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:42,798 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:42,813 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-25 18:38:42,829 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:42,845 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 18:38:42,861 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:42,877 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 18:38:42,892 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 18:38:42,906 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-25 18:38:42,921 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-25 18:38:42,953 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:42,967 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:42,983 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:42,997 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,013 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,029 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,045 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,060 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,076 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,092 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:43,106 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:43,121 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,136 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,151 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,169 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-25 18:38:43,185 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:43,200 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:43,211 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 18:38:43,224 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-25 18:38:43,240 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,254 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 18:38:43,269 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 18:38:43,283 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 18:38:43,297 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,313 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,330 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,345 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-25 18:38:43,362 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,375 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,390 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,404 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,418 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,434 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 18:38:43,450 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,466 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 18:38:43,482 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,497 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-25 18:38:43,511 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 18:38:43,527 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 18:38:43,542 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:43,556 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,569 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:43,584 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:43,600 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-25 18:38:43,616 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,630 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,645 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,661 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 18:38:43,676 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 18:38:43,689 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 18:38:43,703 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,711 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,726 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,742 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:43,757 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:43,772 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:43,788 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:43,803 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:43,819 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,834 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:43,848 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:43,863 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:43,878 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:43,894 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:43,910 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:43,923 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:43,937 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:43,951 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:43,967 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 18:38:43,982 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:43,995 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:44,009 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-25 18:38:44,024 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,040 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-25 18:38:44,052 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,067 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,080 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,092 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,108 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,123 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,139 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,154 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,170 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,185 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,199 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,215 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,230 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,248 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,264 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,280 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 18:38:44,296 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 18:38:44,309 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,323 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,336 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,352 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,368 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,382 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,395 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-25 18:38:44,410 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,425 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:44,440 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,456 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,471 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,484 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 18:38:44,499 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:44,513 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,527 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,543 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:44,557 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 18:38:44,573 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,586 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,602 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 18:38:44,618 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,631 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,645 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,661 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,677 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,694 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,710 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,723 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,737 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:44,752 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,766 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,781 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 18:38:44,799 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:44,813 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:44,829 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,843 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,859 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,875 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,888 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,902 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:44,918 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:44,933 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:44,947 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:44,962 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 18:38:44,978 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:44,992 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:45,005 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:45,020 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,036 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:45,053 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,066 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,081 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,095 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,112 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,126 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,140 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,156 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,172 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,185 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,202 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,218 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,234 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:45,251 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,264 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:45,277 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,292 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:45,306 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,319 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,333 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,349 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,363 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,376 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,391 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,407 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,422 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,438 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,452 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,465 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:45,480 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:45,496 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:45,512 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 18:38:45,528 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 18:38:45,541 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 18:38:45,555 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,567 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,583 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,599 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,614 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,629 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,641 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,654 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,670 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,686 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,699 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:45,715 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,728 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,744 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,758 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,773 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:45,787 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:45,802 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:45,817 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:45,830 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:45,846 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 18:38:45,862 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,877 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,892 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,908 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,924 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 18:38:45,939 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,954 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,970 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 18:38:45,985 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:45,999 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,013 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,026 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,043 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:46,057 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,074 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,089 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,101 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,116 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,133 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,148 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,162 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,178 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,193 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,206 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,221 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,237 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,252 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 18:38:46,265 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,277 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,294 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:46,310 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:46,326 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:46,340 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:46,355 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:46,371 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:46,387 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:46,403 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:46,416 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,431 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,445 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,460 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,475 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,488 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,504 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,518 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:46,533 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,548 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,564 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,579 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:46,594 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:46,609 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:46,623 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,639 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,654 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,670 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,685 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,695 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,710 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,724 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,740 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,755 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,772 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,785 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,801 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,817 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,831 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,847 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,863 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,876 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,891 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,907 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:46,922 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:46,935 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:46,951 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:46,967 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,983 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:46,997 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,012 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,028 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,041 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,056 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,072 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,085 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,100 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,113 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,128 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,143 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,158 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,173 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,188 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,203 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,216 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,229 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,244 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,258 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,271 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,285 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,300 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,315 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:47,331 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,344 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,357 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,374 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,390 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,403 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,419 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,432 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,448 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,463 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,479 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,495 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,510 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,519 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,535 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,551 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,564 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,579 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,594 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,609 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,622 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,637 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,652 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,668 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 18:38:47,683 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 18:38:47,697 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 18:38:47,714 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 18:38:47,730 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 18:38:47,743 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 18:38:47,759 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 18:38:47,774 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 18:38:47,789 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 18:38:47,803 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 18:38:47,818 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 18:38:47,834 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,849 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,856 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 18:38:47,870 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 18:38:47,883 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,896 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,907 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:47,923 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:47,938 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 18:38:47,953 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:47,965 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,979 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:47,994 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:48,005 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:48,021 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:48,034 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,049 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,064 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,080 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,095 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,106 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,119 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,135 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,150 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,165 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,180 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,193 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,204 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,215 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,228 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 18:38:48,240 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,255 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,268 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,283 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,299 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,314 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,328 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,344 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,359 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,374 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,390 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,405 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,420 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,435 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,451 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,464 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,477 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-25 18:38:48,492 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 18:38:48,505 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,521 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,534 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,549 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,565 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,583 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:48,599 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:48,613 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:48,629 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 18:38:48,645 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,660 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,676 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,689 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,703 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,719 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,734 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,750 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:48,765 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,780 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:48,795 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 18:38:48,810 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 18:38:48,825 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,837 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,852 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,862 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,875 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,890 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 18:38:48,901 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,916 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-25 18:38:48,930 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 18:38:48,945 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:48,960 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:48,977 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:48,993 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,008 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,021 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,037 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,051 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,067 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,082 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,096 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,112 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,125 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,140 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,156 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,173 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 18:38:49,189 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 18:38:49,205 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 18:38:49,218 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 18:38:49,231 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 18:38:49,246 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 18:38:49,259 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,273 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 18:38:49,288 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:49,303 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:49,318 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:49,331 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:49,344 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-25 18:38:49,359 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.885, mIoU: 0.537
2023-07-25 18:38:49,375 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 18:38:49,392 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 18:38:49,405 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 18:38:49,419 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 18:38:49,435 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,451 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,467 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-25 18:38:49,482 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,498 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,513 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,528 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,543 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-25 18:38:49,559 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 18:38:49,574 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,589 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,604 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,617 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,632 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,647 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,663 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,675 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,690 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,705 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:49,721 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,733 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,748 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:49,763 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,777 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,792 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,808 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,823 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,837 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:49,852 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:49,869 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,883 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,898 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,911 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,920 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,935 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,951 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,964 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:49,980 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:49,995 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:50,009 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,022 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,037 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,052 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,067 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,085 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,099 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,116 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,131 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,144 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,159 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,173 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,188 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,201 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,214 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,230 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,245 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,260 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,275 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,288 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,304 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,319 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,332 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,348 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,363 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,379 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,394 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,407 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,422 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,438 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,453 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,468 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,481 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,497 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,510 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,523 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,536 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,551 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,566 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,581 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,596 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,607 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:50,621 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,638 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,654 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,668 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,683 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,700 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,716 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:50,730 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,744 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:50,760 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,773 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,788 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,801 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,814 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-25 18:38:50,830 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,845 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,860 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,875 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,889 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:50,904 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,919 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,932 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,947 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,962 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:50,977 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 18:38:50,993 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 18:38:51,005 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 18:38:51,019 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 18:38:51,034 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:51,049 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-25 18:38:51,064 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:51,077 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:51,092 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:51,110 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:51,124 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:51,134 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:51,150 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.883, mIoU: 0.535
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2023-07-25 18:38:51,181 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-25 18:38:51,196 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:51,209 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-25 18:38:51,224 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:51,239 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:51,252 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.882, mIoU: 0.534
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2023-07-25 18:38:51,283 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.882, mIoU: 0.534
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2023-07-25 18:38:51,315 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:51,331 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:51,345 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:51,360 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-25 18:38:51,375 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.882, mIoU: 0.534
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2023-07-25 18:38:51,403 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.882, mIoU: 0.534
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2023-07-25 18:38:51,434 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.881, mIoU: 0.532
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2023-07-25 18:38:51,474 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,490 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,506 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,521 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,534 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,550 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.881, mIoU: 0.532
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2023-07-25 18:38:51,623 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,635 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,650 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 18:38:51,665 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 18:38:51,681 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,694 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 18:38:51,707 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,722 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,737 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,752 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,765 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,781 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,794 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,808 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,823 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,838 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,854 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:51,870 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,887 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,901 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,917 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,932 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,948 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,963 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,977 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:51,990 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,007 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,022 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,038 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,051 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,065 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,080 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,095 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,109 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,122 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,137 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,152 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,168 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,183 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,198 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,214 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,227 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,241 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,257 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,270 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,285 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,301 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,316 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,331 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,346 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-25 18:38:52,362 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,376 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,391 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,406 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,422 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,438 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,452 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,468 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,483 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,496 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,510 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,525 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,541 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:52,554 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,570 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,585 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,600 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,615 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,630 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,646 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,661 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,674 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,688 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,701 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,715 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,728 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,744 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,759 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,773 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,786 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,802 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,814 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,828 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:52,843 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,859 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,875 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,890 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,904 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,920 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:52,935 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,949 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,965 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,981 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-25 18:38:52,997 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:53,011 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:53,027 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:53,043 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:53,058 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-25 18:38:53,073 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,086 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,101 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,117 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,132 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,147 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,160 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,175 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,190 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,205 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,221 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,236 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,251 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,266 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,277 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,291 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,305 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,318 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,335 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,351 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,365 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,378 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,392 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,406 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:53,421 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,435 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,451 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,466 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,479 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,494 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,510 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,523 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,538 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,553 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,566 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,581 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,593 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,609 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,624 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,639 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,655 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,668 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:38:53,681 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,695 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:53,710 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-25 18:38:53,725 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,738 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,751 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,766 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,781 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,797 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,810 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,825 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,842 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,858 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,873 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,888 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,897 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,912 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,925 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,939 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,954 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,970 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:53,985 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:54,001 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-25 18:38:54,017 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.882, mIoU: 0.533
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2023-07-25 18:38:54,048 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-25 18:38:54,061 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:54,076 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,108 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,124 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:54,139 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 18:38:54,156 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 18:38:54,170 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 18:38:54,184 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 18:38:54,200 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-25 18:38:54,215 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,241 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.881, mIoU: 0.531
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2023-07-25 18:38:54,272 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:54,287 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:54,302 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,317 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,348 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,376 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,404 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,435 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,450 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,463 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,479 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.881, mIoU: 0.531
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2023-07-25 18:38:54,525 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.881, mIoU: 0.531
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2023-07-25 18:38:54,556 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.881, mIoU: 0.530
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2023-07-25 18:38:54,585 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,601 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,615 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,630 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,646 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,661 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,677 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-25 18:38:54,692 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,706 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,716 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,731 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,744 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,759 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,774 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,789 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,804 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,816 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,825 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,842 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,857 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,871 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,885 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,899 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,914 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,928 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,943 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,959 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:54,973 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:54,988 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-25 18:38:55,001 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,016 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,031 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,046 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,059 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,074 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,089 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-25 18:38:55,104 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,119 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,132 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,146 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,161 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.881, mIoU: 0.530
2023-07-25 18:38:55,178 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-25 18:39:12,446 semantic_segmentation INFO: Iters: 64010/150000 || Lr: 0.012121 || Task Loss: 0.7163 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:54 || Estimated Time: 1 day, 18:48:25
2023-07-25 18:39:29,672 semantic_segmentation INFO: Iters: 64020/150000 || Lr: 0.012120 || Task Loss: 0.4624 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:11 || Estimated Time: 1 day, 18:48:06
2023-07-25 18:39:47,106 semantic_segmentation INFO: Iters: 64030/150000 || Lr: 0.012119 || Task Loss: 0.5265 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:29 || Estimated Time: 1 day, 18:47:47
2023-07-25 18:40:04,479 semantic_segmentation INFO: Iters: 64040/150000 || Lr: 0.012118 || Task Loss: 0.6634 || KD Loss: 0.1750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:46 || Estimated Time: 1 day, 18:47:29
2023-07-25 18:40:21,890 semantic_segmentation INFO: Iters: 64050/150000 || Lr: 0.012116 || Task Loss: 0.4773 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:04 || Estimated Time: 1 day, 18:47:10
2023-07-25 18:40:39,297 semantic_segmentation INFO: Iters: 64060/150000 || Lr: 0.012115 || Task Loss: 0.4547 || KD Loss: 0.1763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:21 || Estimated Time: 1 day, 18:46:51
2023-07-25 18:40:56,705 semantic_segmentation INFO: Iters: 64070/150000 || Lr: 0.012114 || Task Loss: 0.4852 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:38 || Estimated Time: 1 day, 18:46:33
2023-07-25 18:41:14,114 semantic_segmentation INFO: Iters: 64080/150000 || Lr: 0.012113 || Task Loss: 0.6818 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:56 || Estimated Time: 1 day, 18:46:14
2023-07-25 18:41:31,520 semantic_segmentation INFO: Iters: 64090/150000 || Lr: 0.012111 || Task Loss: 0.4811 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:13 || Estimated Time: 1 day, 18:45:56
2023-07-25 18:41:48,930 semantic_segmentation INFO: Iters: 64100/150000 || Lr: 0.012110 || Task Loss: 0.5839 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:31 || Estimated Time: 1 day, 18:45:37
2023-07-25 18:42:06,332 semantic_segmentation INFO: Iters: 64110/150000 || Lr: 0.012109 || Task Loss: 0.7262 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:48 || Estimated Time: 1 day, 18:45:18
2023-07-25 18:42:23,735 semantic_segmentation INFO: Iters: 64120/150000 || Lr: 0.012108 || Task Loss: 0.4472 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:06 || Estimated Time: 1 day, 18:45:00
2023-07-25 18:42:41,147 semantic_segmentation INFO: Iters: 64130/150000 || Lr: 0.012106 || Task Loss: 0.4764 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:23 || Estimated Time: 1 day, 18:44:41
2023-07-25 18:42:58,554 semantic_segmentation INFO: Iters: 64140/150000 || Lr: 0.012105 || Task Loss: 0.6519 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:40 || Estimated Time: 1 day, 18:44:22
2023-07-25 18:43:15,960 semantic_segmentation INFO: Iters: 64150/150000 || Lr: 0.012104 || Task Loss: 0.6076 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:58 || Estimated Time: 1 day, 18:44:04
2023-07-25 18:43:33,362 semantic_segmentation INFO: Iters: 64160/150000 || Lr: 0.012102 || Task Loss: 0.4356 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:15 || Estimated Time: 1 day, 18:43:45
2023-07-25 18:43:50,769 semantic_segmentation INFO: Iters: 64170/150000 || Lr: 0.012101 || Task Loss: 0.4820 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:33 || Estimated Time: 1 day, 18:43:27
2023-07-25 18:44:08,176 semantic_segmentation INFO: Iters: 64180/150000 || Lr: 0.012100 || Task Loss: 0.4348 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:50 || Estimated Time: 1 day, 18:43:08
2023-07-25 18:44:25,585 semantic_segmentation INFO: Iters: 64190/150000 || Lr: 0.012099 || Task Loss: 0.4412 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:07 || Estimated Time: 1 day, 18:42:49
2023-07-25 18:44:42,993 semantic_segmentation INFO: Iters: 64200/150000 || Lr: 0.012097 || Task Loss: 0.5080 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:25 || Estimated Time: 1 day, 18:42:31
2023-07-25 18:45:00,401 semantic_segmentation INFO: Iters: 64210/150000 || Lr: 0.012096 || Task Loss: 0.5819 || KD Loss: 0.1651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:42 || Estimated Time: 1 day, 18:42:12
2023-07-25 18:45:17,803 semantic_segmentation INFO: Iters: 64220/150000 || Lr: 0.012095 || Task Loss: 0.5288 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:00 || Estimated Time: 1 day, 18:41:54
2023-07-25 18:45:35,216 semantic_segmentation INFO: Iters: 64230/150000 || Lr: 0.012094 || Task Loss: 0.3834 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:17 || Estimated Time: 1 day, 18:41:35
2023-07-25 18:45:52,621 semantic_segmentation INFO: Iters: 64240/150000 || Lr: 0.012092 || Task Loss: 0.5976 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:34 || Estimated Time: 1 day, 18:41:16
2023-07-25 18:46:10,028 semantic_segmentation INFO: Iters: 64250/150000 || Lr: 0.012091 || Task Loss: 0.6446 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:52 || Estimated Time: 1 day, 18:40:58
2023-07-25 18:46:27,431 semantic_segmentation INFO: Iters: 64260/150000 || Lr: 0.012090 || Task Loss: 0.7062 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:09 || Estimated Time: 1 day, 18:40:39
2023-07-25 18:46:44,842 semantic_segmentation INFO: Iters: 64270/150000 || Lr: 0.012088 || Task Loss: 0.5811 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:27 || Estimated Time: 1 day, 18:40:21
2023-07-25 18:47:02,255 semantic_segmentation INFO: Iters: 64280/150000 || Lr: 0.012087 || Task Loss: 0.5160 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:44 || Estimated Time: 1 day, 18:40:02
2023-07-25 18:47:19,945 semantic_segmentation INFO: Iters: 64290/150000 || Lr: 0.012086 || Task Loss: 0.4235 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:02 || Estimated Time: 1 day, 18:39:43
2023-07-25 18:47:37,681 semantic_segmentation INFO: Iters: 64300/150000 || Lr: 0.012085 || Task Loss: 0.6748 || KD Loss: 0.1613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:19 || Estimated Time: 1 day, 18:39:26
2023-07-25 18:47:55,085 semantic_segmentation INFO: Iters: 64310/150000 || Lr: 0.012083 || Task Loss: 0.5712 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:37 || Estimated Time: 1 day, 18:39:07
2023-07-25 18:48:12,491 semantic_segmentation INFO: Iters: 64320/150000 || Lr: 0.012082 || Task Loss: 0.5163 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:54 || Estimated Time: 1 day, 18:38:48
2023-07-25 18:48:29,898 semantic_segmentation INFO: Iters: 64330/150000 || Lr: 0.012081 || Task Loss: 0.4825 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:12 || Estimated Time: 1 day, 18:38:30
2023-07-25 18:48:47,308 semantic_segmentation INFO: Iters: 64340/150000 || Lr: 0.012080 || Task Loss: 0.6875 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:29 || Estimated Time: 1 day, 18:38:11
2023-07-25 18:49:04,710 semantic_segmentation INFO: Iters: 64350/150000 || Lr: 0.012078 || Task Loss: 0.3770 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:46 || Estimated Time: 1 day, 18:37:53
2023-07-25 18:49:22,118 semantic_segmentation INFO: Iters: 64360/150000 || Lr: 0.012077 || Task Loss: 0.4378 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:04 || Estimated Time: 1 day, 18:37:34
2023-07-25 18:49:39,474 semantic_segmentation INFO: Iters: 64370/150000 || Lr: 0.012076 || Task Loss: 0.4146 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:21 || Estimated Time: 1 day, 18:37:15
2023-07-25 18:49:57,140 semantic_segmentation INFO: Iters: 64380/150000 || Lr: 0.012075 || Task Loss: 0.5835 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:39 || Estimated Time: 1 day, 18:36:57
2023-07-25 18:50:14,437 semantic_segmentation INFO: Iters: 64390/150000 || Lr: 0.012073 || Task Loss: 0.4095 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:56 || Estimated Time: 1 day, 18:36:38
2023-07-25 18:50:31,833 semantic_segmentation INFO: Iters: 64400/150000 || Lr: 0.012072 || Task Loss: 0.5756 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:14 || Estimated Time: 1 day, 18:36:20
2023-07-25 18:50:49,150 semantic_segmentation INFO: Iters: 64410/150000 || Lr: 0.012071 || Task Loss: 0.4760 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:31 || Estimated Time: 1 day, 18:36:01
2023-07-25 18:51:07,383 semantic_segmentation INFO: Iters: 64420/150000 || Lr: 0.012069 || Task Loss: 0.7063 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:49 || Estimated Time: 1 day, 18:35:44
2023-07-25 18:51:24,833 semantic_segmentation INFO: Iters: 64430/150000 || Lr: 0.012068 || Task Loss: 0.7255 || KD Loss: 0.1631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:07 || Estimated Time: 1 day, 18:35:25
2023-07-25 18:51:42,634 semantic_segmentation INFO: Iters: 64440/150000 || Lr: 0.012067 || Task Loss: 0.6359 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:24 || Estimated Time: 1 day, 18:35:07
2023-07-25 18:51:59,943 semantic_segmentation INFO: Iters: 64450/150000 || Lr: 0.012066 || Task Loss: 0.7029 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:42 || Estimated Time: 1 day, 18:34:48
2023-07-25 18:52:17,189 semantic_segmentation INFO: Iters: 64460/150000 || Lr: 0.012064 || Task Loss: 0.4847 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:59 || Estimated Time: 1 day, 18:34:29
2023-07-25 18:52:34,440 semantic_segmentation INFO: Iters: 64470/150000 || Lr: 0.012063 || Task Loss: 0.3535 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:16 || Estimated Time: 1 day, 18:34:11
2023-07-25 18:52:51,820 semantic_segmentation INFO: Iters: 64480/150000 || Lr: 0.012062 || Task Loss: 0.5784 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:34 || Estimated Time: 1 day, 18:33:52
2023-07-25 18:53:09,126 semantic_segmentation INFO: Iters: 64490/150000 || Lr: 0.012061 || Task Loss: 0.5577 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:51 || Estimated Time: 1 day, 18:33:33
2023-07-25 18:53:26,487 semantic_segmentation INFO: Iters: 64500/150000 || Lr: 0.012059 || Task Loss: 0.5070 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:06:08 || Estimated Time: 1 day, 18:33:15
2023-07-25 18:53:44,235 semantic_segmentation INFO: Iters: 64510/150000 || Lr: 0.012058 || Task Loss: 0.4792 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:06:26 || Estimated Time: 1 day, 18:32:56
2023-07-25 18:54:01,503 semantic_segmentation INFO: Iters: 64520/150000 || Lr: 0.012057 || Task Loss: 0.4687 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:06:43 || Estimated Time: 1 day, 18:32:38
2023-07-25 18:54:18,858 semantic_segmentation INFO: Iters: 64530/150000 || Lr: 0.012055 || Task Loss: 0.6586 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:01 || Estimated Time: 1 day, 18:32:19
2023-07-25 18:54:36,137 semantic_segmentation INFO: Iters: 64540/150000 || Lr: 0.012054 || Task Loss: 0.8521 || KD Loss: 0.3579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:18 || Estimated Time: 1 day, 18:32:00
2023-07-25 18:54:53,486 semantic_segmentation INFO: Iters: 64550/150000 || Lr: 0.012053 || Task Loss: 0.4832 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:35 || Estimated Time: 1 day, 18:31:42
2023-07-25 18:55:10,768 semantic_segmentation INFO: Iters: 64560/150000 || Lr: 0.012052 || Task Loss: 0.3985 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:53 || Estimated Time: 1 day, 18:31:23
2023-07-25 18:55:28,191 semantic_segmentation INFO: Iters: 64570/150000 || Lr: 0.012050 || Task Loss: 0.3912 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:08:10 || Estimated Time: 1 day, 18:31:04
2023-07-25 18:55:45,498 semantic_segmentation INFO: Iters: 64580/150000 || Lr: 0.012049 || Task Loss: 0.5915 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:08:27 || Estimated Time: 1 day, 18:30:45
2023-07-25 18:56:02,791 semantic_segmentation INFO: Iters: 64590/150000 || Lr: 0.012048 || Task Loss: 0.5630 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:08:45 || Estimated Time: 1 day, 18:30:27
2023-07-25 18:56:20,114 semantic_segmentation INFO: Iters: 64600/150000 || Lr: 0.012047 || Task Loss: 0.6430 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:02 || Estimated Time: 1 day, 18:30:08
2023-07-25 18:56:37,501 semantic_segmentation INFO: Iters: 64610/150000 || Lr: 0.012045 || Task Loss: 0.6143 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:19 || Estimated Time: 1 day, 18:29:49
2023-07-25 18:56:54,979 semantic_segmentation INFO: Iters: 64620/150000 || Lr: 0.012044 || Task Loss: 0.5922 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:37 || Estimated Time: 1 day, 18:29:31
2023-07-25 18:57:12,203 semantic_segmentation INFO: Iters: 64630/150000 || Lr: 0.012043 || Task Loss: 0.6134 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:54 || Estimated Time: 1 day, 18:29:12
2023-07-25 18:57:29,451 semantic_segmentation INFO: Iters: 64640/150000 || Lr: 0.012042 || Task Loss: 0.5375 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:11 || Estimated Time: 1 day, 18:28:53
2023-07-25 18:57:46,736 semantic_segmentation INFO: Iters: 64650/150000 || Lr: 0.012040 || Task Loss: 0.6510 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:29 || Estimated Time: 1 day, 18:28:35
2023-07-25 18:58:04,329 semantic_segmentation INFO: Iters: 64660/150000 || Lr: 0.012039 || Task Loss: 0.5952 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:46 || Estimated Time: 1 day, 18:28:16
2023-07-25 18:58:21,428 semantic_segmentation INFO: Iters: 64670/150000 || Lr: 0.012038 || Task Loss: 0.4012 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:03 || Estimated Time: 1 day, 18:27:57
2023-07-25 18:58:38,743 semantic_segmentation INFO: Iters: 64680/150000 || Lr: 0.012036 || Task Loss: 0.6769 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:21 || Estimated Time: 1 day, 18:27:38
2023-07-25 18:58:56,284 semantic_segmentation INFO: Iters: 64690/150000 || Lr: 0.012035 || Task Loss: 0.5705 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:38 || Estimated Time: 1 day, 18:27:20
2023-07-25 18:59:13,561 semantic_segmentation INFO: Iters: 64700/150000 || Lr: 0.012034 || Task Loss: 0.6681 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:55 || Estimated Time: 1 day, 18:27:01
2023-07-25 18:59:31,007 semantic_segmentation INFO: Iters: 64710/150000 || Lr: 0.012033 || Task Loss: 0.7123 || KD Loss: 0.2423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:13 || Estimated Time: 1 day, 18:26:43
2023-07-25 18:59:48,579 semantic_segmentation INFO: Iters: 64720/150000 || Lr: 0.012031 || Task Loss: 0.4623 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:30 || Estimated Time: 1 day, 18:26:24
2023-07-25 19:00:05,862 semantic_segmentation INFO: Iters: 64730/150000 || Lr: 0.012030 || Task Loss: 0.6349 || KD Loss: 0.2246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:48 || Estimated Time: 1 day, 18:26:06
2023-07-25 19:00:23,365 semantic_segmentation INFO: Iters: 64740/150000 || Lr: 0.012029 || Task Loss: 0.5360 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:05 || Estimated Time: 1 day, 18:25:47
2023-07-25 19:00:40,712 semantic_segmentation INFO: Iters: 64750/150000 || Lr: 0.012028 || Task Loss: 0.7821 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:22 || Estimated Time: 1 day, 18:25:29
2023-07-25 19:00:58,012 semantic_segmentation INFO: Iters: 64760/150000 || Lr: 0.012026 || Task Loss: 0.4372 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:40 || Estimated Time: 1 day, 18:25:10
2023-07-25 19:01:15,508 semantic_segmentation INFO: Iters: 64770/150000 || Lr: 0.012025 || Task Loss: 0.3767 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:57 || Estimated Time: 1 day, 18:24:51
2023-07-25 19:01:32,811 semantic_segmentation INFO: Iters: 64780/150000 || Lr: 0.012024 || Task Loss: 0.5273 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:15 || Estimated Time: 1 day, 18:24:33
2023-07-25 19:01:50,109 semantic_segmentation INFO: Iters: 64790/150000 || Lr: 0.012022 || Task Loss: 0.7148 || KD Loss: 0.2501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:32 || Estimated Time: 1 day, 18:24:14
2023-07-25 19:02:07,424 semantic_segmentation INFO: Iters: 64800/150000 || Lr: 0.012021 || Task Loss: 0.6220 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:49 || Estimated Time: 1 day, 18:23:55
2023-07-25 19:02:07,564 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:02:08,072 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-25 19:02:08,100 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.125
2023-07-25 19:02:08,112 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.140
2023-07-25 19:02:08,127 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.143
2023-07-25 19:02:08,141 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.943, mIoU: 0.215
2023-07-25 19:02:08,153 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.899, mIoU: 0.216
2023-07-25 19:02:08,168 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.247
2023-07-25 19:02:08,182 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.908, mIoU: 0.252
2023-07-25 19:02:08,195 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.899, mIoU: 0.264
2023-07-25 19:02:08,210 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.897, mIoU: 0.305
2023-07-25 19:02:08,224 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.884, mIoU: 0.306
2023-07-25 19:02:08,240 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.889, mIoU: 0.306
2023-07-25 19:02:08,252 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.854, mIoU: 0.306
2023-07-25 19:02:08,267 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.855, mIoU: 0.301
2023-07-25 19:02:08,281 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.858, mIoU: 0.296
2023-07-25 19:02:08,294 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.861, mIoU: 0.289
2023-07-25 19:02:08,304 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.862, mIoU: 0.287
2023-07-25 19:02:08,318 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.856, mIoU: 0.281
2023-07-25 19:02:08,333 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.860, mIoU: 0.281
2023-07-25 19:02:08,350 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.864, mIoU: 0.326
2023-07-25 19:02:08,365 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.870, mIoU: 0.345
2023-07-25 19:02:08,381 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.872, mIoU: 0.346
2023-07-25 19:02:08,397 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.357
2023-07-25 19:02:08,413 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.872, mIoU: 0.366
2023-07-25 19:02:08,429 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-25 19:02:08,444 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.873, mIoU: 0.378
2023-07-25 19:02:08,460 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.875, mIoU: 0.378
2023-07-25 19:02:08,471 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-25 19:02:08,487 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.875, mIoU: 0.372
2023-07-25 19:02:08,503 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.879, mIoU: 0.373
2023-07-25 19:02:08,517 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-25 19:02:08,533 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.886, mIoU: 0.381
2023-07-25 19:02:08,549 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.879, mIoU: 0.372
2023-07-25 19:02:08,565 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.879, mIoU: 0.370
2023-07-25 19:02:08,580 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.880, mIoU: 0.385
2023-07-25 19:02:08,595 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.883, mIoU: 0.385
2023-07-25 19:02:08,609 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-25 19:02:08,622 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.887, mIoU: 0.425
2023-07-25 19:02:08,639 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.884, mIoU: 0.417
2023-07-25 19:02:08,651 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.416
2023-07-25 19:02:08,665 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.885, mIoU: 0.441
2023-07-25 19:02:08,680 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.886, mIoU: 0.439
2023-07-25 19:02:08,695 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.881, mIoU: 0.435
2023-07-25 19:02:08,709 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.882, mIoU: 0.434
2023-07-25 19:02:08,725 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.883, mIoU: 0.441
2023-07-25 19:02:08,740 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.883, mIoU: 0.444
2023-07-25 19:02:08,754 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.885, mIoU: 0.454
2023-07-25 19:02:08,767 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.886, mIoU: 0.454
2023-07-25 19:02:08,782 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.887, mIoU: 0.452
2023-07-25 19:02:08,801 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.886, mIoU: 0.450
2023-07-25 19:02:08,817 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-25 19:02:08,833 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.887, mIoU: 0.446
2023-07-25 19:02:08,847 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.889, mIoU: 0.445
2023-07-25 19:02:08,863 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.889, mIoU: 0.443
2023-07-25 19:02:08,879 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.890, mIoU: 0.448
2023-07-25 19:02:08,893 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.888, mIoU: 0.445
2023-07-25 19:02:08,909 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.889, mIoU: 0.445
2023-07-25 19:02:08,926 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.891, mIoU: 0.445
2023-07-25 19:02:08,940 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.892, mIoU: 0.445
2023-07-25 19:02:08,955 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.886, mIoU: 0.477
2023-07-25 19:02:08,968 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.886, mIoU: 0.481
2023-07-25 19:02:08,983 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.887, mIoU: 0.477
2023-07-25 19:02:08,996 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.888, mIoU: 0.476
2023-07-25 19:02:09,014 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.890, mIoU: 0.484
2023-07-25 19:02:09,027 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.891, mIoU: 0.486
2023-07-25 19:02:09,042 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.892, mIoU: 0.486
2023-07-25 19:02:09,057 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.894, mIoU: 0.487
2023-07-25 19:02:09,070 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.895, mIoU: 0.526
2023-07-25 19:02:09,085 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.896, mIoU: 0.527
2023-07-25 19:02:09,100 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.892, mIoU: 0.525
2023-07-25 19:02:09,115 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 19:02:09,129 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 19:02:09,144 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-25 19:02:09,159 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.894, mIoU: 0.536
2023-07-25 19:02:09,174 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.894, mIoU: 0.538
2023-07-25 19:02:09,190 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.896, mIoU: 0.535
2023-07-25 19:02:09,205 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.892, mIoU: 0.533
2023-07-25 19:02:09,214 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 19:02:09,230 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-25 19:02:09,246 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-25 19:02:09,259 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-25 19:02:09,275 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-25 19:02:09,291 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 19:02:09,306 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.887, mIoU: 0.528
2023-07-25 19:02:09,322 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.885, mIoU: 0.521
2023-07-25 19:02:09,338 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-25 19:02:09,354 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.886, mIoU: 0.520
2023-07-25 19:02:09,369 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 19:02:09,386 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 19:02:09,400 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.886, mIoU: 0.529
2023-07-25 19:02:09,415 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.887, mIoU: 0.524
2023-07-25 19:02:09,432 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.888, mIoU: 0.524
2023-07-25 19:02:09,447 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 19:02:09,463 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:02:09,478 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 19:02:09,494 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 19:02:09,507 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:02:09,521 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 19:02:09,536 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 19:02:09,550 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:02:09,565 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:02:09,580 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 19:02:09,593 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:02:09,608 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 19:02:09,624 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-25 19:02:09,637 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:02:09,652 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:02:09,667 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:02:09,680 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:02:09,694 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 19:02:09,706 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:02:09,720 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:02:09,736 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.892, mIoU: 0.546
2023-07-25 19:02:09,751 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 19:02:09,767 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:02:09,780 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:02:09,793 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 19:02:09,809 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-25 19:02:09,822 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.889, mIoU: 0.536
2023-07-25 19:02:09,837 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 19:02:09,853 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.888, mIoU: 0.533
2023-07-25 19:02:09,866 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.889, mIoU: 0.532
2023-07-25 19:02:09,880 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 19:02:09,896 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-25 19:02:09,911 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.890, mIoU: 0.530
2023-07-25 19:02:09,920 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 19:02:09,932 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-25 19:02:09,948 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.888, mIoU: 0.527
2023-07-25 19:02:09,957 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.888, mIoU: 0.528
2023-07-25 19:02:09,970 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.889, mIoU: 0.533
2023-07-25 19:02:09,986 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-25 19:02:10,001 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.890, mIoU: 0.534
2023-07-25 19:02:10,015 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-25 19:02:10,030 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-25 19:02:10,044 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 19:02:10,056 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 19:02:10,071 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.890, mIoU: 0.535
2023-07-25 19:02:10,085 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 19:02:10,100 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-25 19:02:10,113 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-25 19:02:10,128 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-25 19:02:10,143 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-25 19:02:10,158 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.892, mIoU: 0.534
2023-07-25 19:02:10,174 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.892, mIoU: 0.533
2023-07-25 19:02:10,189 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.892, mIoU: 0.534
2023-07-25 19:02:10,204 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.891, mIoU: 0.524
2023-07-25 19:02:10,220 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.891, mIoU: 0.524
2023-07-25 19:02:10,234 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.890, mIoU: 0.528
2023-07-25 19:02:10,245 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 19:02:10,260 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 19:02:10,275 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 19:02:10,289 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.890, mIoU: 0.541
2023-07-25 19:02:10,303 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 19:02:10,317 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 19:02:10,331 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 19:02:10,347 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.890, mIoU: 0.539
2023-07-25 19:02:10,363 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.890, mIoU: 0.538
2023-07-25 19:02:10,379 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 19:02:10,394 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-25 19:02:10,410 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 19:02:10,426 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 19:02:10,443 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 19:02:10,456 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-25 19:02:10,472 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 19:02:10,485 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.894, mIoU: 0.545
2023-07-25 19:02:10,498 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 19:02:10,511 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 19:02:10,525 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-25 19:02:10,541 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-25 19:02:10,556 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.891, mIoU: 0.535
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2023-07-25 19:02:16,455 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:16,471 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 19:02:16,484 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,500 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 19:02:16,514 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 19:02:16,529 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,544 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,559 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,573 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,585 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:16,599 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,614 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,629 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,644 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,659 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,674 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,687 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,702 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,718 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,731 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,747 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,762 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:16,777 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,793 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,808 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,820 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:16,835 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,850 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,864 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,880 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:16,895 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,907 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,922 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,937 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:16,952 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:02:16,965 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:02:16,980 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:02:16,994 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:02:17,009 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:02:17,024 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:17,039 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,054 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,069 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,083 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,097 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:17,110 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:17,126 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:17,143 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-25 19:02:17,159 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:17,172 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:17,188 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:17,202 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:17,218 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:02:17,233 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:17,249 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:17,265 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:02:17,281 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:17,296 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,311 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:17,326 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,341 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,356 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,374 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,388 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,404 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,414 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,427 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:17,442 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,454 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,469 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,482 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,495 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,509 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,525 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,540 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,556 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,569 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,584 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,597 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,612 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,627 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,642 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,657 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:17,672 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:17,687 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:17,700 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,717 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:17,732 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:17,745 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,758 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,772 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,788 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,804 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,817 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,832 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,848 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,864 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,877 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,891 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,899 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,914 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:17,930 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,945 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,962 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:17,978 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 19:02:17,994 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,011 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:18,026 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,039 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,054 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,069 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,085 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,100 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,112 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,126 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,139 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:18,153 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:18,166 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 19:02:18,180 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 19:02:18,193 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 19:02:18,207 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 19:02:18,223 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 19:02:18,235 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 19:02:18,249 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 19:02:18,262 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 19:02:18,274 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 19:02:18,289 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 19:02:18,304 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 19:02:18,319 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,335 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,350 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,365 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,379 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,394 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,410 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,427 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,443 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,458 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 19:02:18,473 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 19:02:18,487 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,500 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,513 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,528 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,544 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,558 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,572 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:18,587 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,602 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,617 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,633 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,648 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,662 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,677 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,691 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,705 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,721 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,735 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,751 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,764 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,780 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,795 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,808 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:18,821 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:18,836 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:18,852 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,866 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:18,881 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:18,893 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:18,906 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,919 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,932 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,947 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:18,963 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,977 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:18,992 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,005 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,020 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:19,035 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:19,047 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:19,060 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,075 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,090 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,103 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,118 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,132 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,146 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,159 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,174 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,189 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 19:02:19,207 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,220 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,235 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,248 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,265 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,278 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,291 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,307 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,322 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,336 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,352 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:19,368 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 19:02:19,383 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,399 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,412 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,424 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,439 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:19,452 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:19,465 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:19,478 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,493 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,506 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,519 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,533 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,549 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,563 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,579 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,593 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,607 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,622 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,638 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,654 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,670 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,683 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,696 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,708 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,724 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,741 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,756 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,771 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,782 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,795 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,809 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,824 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,837 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,852 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:19,865 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,880 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:19,893 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,908 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,921 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:19,936 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:19,951 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:19,964 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,979 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:19,997 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:20,014 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,029 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,046 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,061 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,076 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,091 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,106 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:20,122 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,135 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,149 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,163 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,180 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,194 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,210 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,225 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,237 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,251 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,268 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,282 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,295 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,311 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,325 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,338 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,352 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,367 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,381 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:20,395 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,406 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,423 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,439 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,454 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,467 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,483 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:20,498 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:20,513 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,528 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,542 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,557 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,570 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,585 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,600 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,613 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,629 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,642 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,657 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,672 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,688 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,702 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,717 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,732 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,746 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,762 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,777 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,792 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 19:02:20,807 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,818 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,832 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,846 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,861 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,877 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:20,893 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:20,906 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,922 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,937 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:20,952 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,969 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,985 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:20,998 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,014 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,029 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-25 19:02:21,044 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:21,058 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 19:02:21,073 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,088 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,104 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,117 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,132 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,147 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,160 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,175 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,190 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,202 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,217 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,230 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,245 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,260 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,276 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,291 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,307 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,322 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,336 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,349 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,364 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,377 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,391 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,406 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,421 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,436 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:21,452 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,466 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,479 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,496 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,511 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:21,524 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,539 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,552 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,568 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,583 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,599 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,614 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,629 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:21,638 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,655 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,671 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,684 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,698 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,714 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,729 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,742 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,757 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,772 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,788 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,803 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,819 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,836 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,852 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,865 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,880 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,896 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,910 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:21,924 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,939 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,954 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,970 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,981 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:21,994 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,007 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,020 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,032 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,048 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:22,063 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:22,079 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:22,091 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,105 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,120 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,131 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,148 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,161 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,177 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 19:02:22,192 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 19:02:22,208 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 19:02:22,223 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,236 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,249 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,264 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,279 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,294 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,308 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,321 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,332 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,343 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 19:02:22,356 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,367 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,382 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 19:02:22,394 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:22,409 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 19:02:22,424 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 19:02:22,439 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 19:02:22,453 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 19:02:22,468 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,484 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,499 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,515 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,529 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,544 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,559 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,575 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,587 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,601 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,616 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,628 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,645 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 19:02:22,658 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:22,674 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,689 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,707 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,723 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,737 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,753 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,768 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,783 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,798 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,812 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,825 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 19:02:22,841 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 19:02:22,856 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 19:02:22,872 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 19:02:22,887 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 19:02:22,903 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,918 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 19:02:22,933 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:22,949 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:22,961 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:22,977 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:22,987 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:23,000 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:23,016 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 19:02:23,027 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 19:02:23,042 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 19:02:23,057 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 19:02:23,072 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,088 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,104 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,119 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 19:02:23,134 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,146 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,162 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,175 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,190 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,205 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,218 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,233 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,247 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,262 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,277 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,293 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,308 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,323 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,336 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,349 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,365 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,378 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,392 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,408 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,423 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,438 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 19:02:23,452 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,465 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 19:02:23,481 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,496 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,512 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,525 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,539 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,554 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,569 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,584 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,599 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,614 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,629 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,644 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,659 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,674 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,689 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 19:02:23,704 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,719 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,733 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,748 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,764 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,780 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,792 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:23,808 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:23,823 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,840 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:23,853 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,868 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,884 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,899 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:23,915 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:23,931 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:23,947 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,962 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,977 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:23,994 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,007 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,022 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,035 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,045 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,060 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,075 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,088 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,104 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,119 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,132 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:24,145 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:24,160 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:02:24,176 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,191 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,208 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,222 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,239 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,253 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,266 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,281 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,296 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,312 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,325 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,338 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,354 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,370 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,385 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,401 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,414 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,430 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,445 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:02:24,459 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,475 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,491 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:24,505 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,520 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:24,533 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,548 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,563 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,578 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,593 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,607 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,622 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,635 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:24,648 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-25 19:02:24,674 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,689 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-25 19:02:24,719 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 19:02:24,730 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 19:02:24,743 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,759 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,775 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,788 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,803 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,820 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,835 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,848 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,863 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,878 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,891 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,906 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:24,919 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:24,932 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.893, mIoU: 0.556
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2023-07-25 19:02:24,963 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:24,978 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:24,993 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,006 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,021 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,036 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,048 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:25,063 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 19:02:25,078 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,093 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,108 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,120 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,133 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,148 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,164 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,178 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,191 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,206 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,223 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,237 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,248 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 19:02:25,263 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,278 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,294 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,309 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,322 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 19:02:25,337 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:25,351 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 19:02:25,364 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,379 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,394 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,409 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,425 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,440 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,455 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,469 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,484 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,497 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 19:02:25,511 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:25,526 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 19:02:25,542 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,555 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,571 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,582 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,598 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,614 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,629 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,642 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,657 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,674 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,689 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,701 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,716 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,731 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,741 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,756 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,771 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,786 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,800 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,813 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,828 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 19:02:25,841 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,856 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,869 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,885 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,897 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,911 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 19:02:25,926 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,941 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,956 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,971 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:25,987 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,000 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,015 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,030 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,045 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,060 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 19:02:26,073 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 19:02:26,085 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 19:02:26,101 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 19:02:26,116 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 19:02:26,132 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 19:02:26,145 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 19:02:26,157 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:26,172 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:26,187 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,200 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,213 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,228 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,243 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,258 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,272 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,287 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,302 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,315 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,329 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,344 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,358 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,373 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,388 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,403 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,418 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,433 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:02:26,448 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:26,462 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:26,477 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:26,492 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:26,507 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:26,523 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,537 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,552 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,567 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,580 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,593 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,608 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,624 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,637 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,652 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,667 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,682 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,697 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,712 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,727 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 19:02:26,755 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,768 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,781 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,794 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,807 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,822 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,837 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,850 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,863 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,877 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,889 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,903 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,918 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,933 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:26,948 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 19:02:26,991 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,006 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:27,019 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:27,035 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:27,051 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:27,067 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.890, mIoU: 0.553
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2023-07-25 19:02:27,226 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.890, mIoU: 0.553
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2023-07-25 19:02:27,497 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 19:02:27,571 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 19:02:27,614 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 19:02:27,642 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-25 19:02:27,767 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:27,782 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:27,795 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:27,808 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:27,824 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:27,839 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:27,854 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,867 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,882 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,900 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,916 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,931 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,947 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,954 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,969 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,983 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:27,996 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:28,011 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:28,027 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 19:02:28,041 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:28,057 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:28,073 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:28,088 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 19:02:28,104 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,117 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,132 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,148 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,164 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,179 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-25 19:02:28,194 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,211 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,224 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,239 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,254 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,269 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,282 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,295 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,310 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,325 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,340 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:02:28,355 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,369 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,384 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,399 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,412 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,427 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,440 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,455 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,471 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,485 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,500 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,513 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,529 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,543 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,558 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,573 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,588 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,604 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,619 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,633 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,648 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,661 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,677 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,692 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,707 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,723 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,738 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 19:02:28,753 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,763 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,778 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,791 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,806 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,821 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,835 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,850 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,861 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,871 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,887 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,902 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:28,917 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,930 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,945 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,959 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,972 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:28,987 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,003 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,017 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,033 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,046 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,061 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,077 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,092 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,105 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,120 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,135 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,151 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,167 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,180 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,195 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:29,209 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:02:29,226 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:02:46,156 semantic_segmentation INFO: Iters: 64810/150000 || Lr: 0.012020 || Task Loss: 0.5118 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:28 || Estimated Time: 1 day, 18:24:05
2023-07-25 19:03:03,435 semantic_segmentation INFO: Iters: 64820/150000 || Lr: 0.012019 || Task Loss: 0.5713 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:45 || Estimated Time: 1 day, 18:23:46
2023-07-25 19:03:20,744 semantic_segmentation INFO: Iters: 64830/150000 || Lr: 0.012017 || Task Loss: 0.3451 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:03 || Estimated Time: 1 day, 18:23:27
2023-07-25 19:03:37,983 semantic_segmentation INFO: Iters: 64840/150000 || Lr: 0.012016 || Task Loss: 0.3899 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:20 || Estimated Time: 1 day, 18:23:08
2023-07-25 19:03:55,243 semantic_segmentation INFO: Iters: 64850/150000 || Lr: 0.012015 || Task Loss: 0.4134 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:37 || Estimated Time: 1 day, 18:22:50
2023-07-25 19:04:12,857 semantic_segmentation INFO: Iters: 64860/150000 || Lr: 0.012014 || Task Loss: 0.5869 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:55 || Estimated Time: 1 day, 18:22:31
2023-07-25 19:04:30,075 semantic_segmentation INFO: Iters: 64870/150000 || Lr: 0.012012 || Task Loss: 0.6188 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:12 || Estimated Time: 1 day, 18:22:12
2023-07-25 19:04:47,385 semantic_segmentation INFO: Iters: 64880/150000 || Lr: 0.012011 || Task Loss: 0.4585 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:29 || Estimated Time: 1 day, 18:21:54
2023-07-25 19:05:04,785 semantic_segmentation INFO: Iters: 64890/150000 || Lr: 0.012010 || Task Loss: 0.5534 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:47 || Estimated Time: 1 day, 18:21:35
2023-07-25 19:05:21,978 semantic_segmentation INFO: Iters: 64900/150000 || Lr: 0.012009 || Task Loss: 0.4588 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:04 || Estimated Time: 1 day, 18:21:16
2023-07-25 19:05:39,195 semantic_segmentation INFO: Iters: 64910/150000 || Lr: 0.012007 || Task Loss: 0.5137 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:21 || Estimated Time: 1 day, 18:20:57
2023-07-25 19:05:56,603 semantic_segmentation INFO: Iters: 64920/150000 || Lr: 0.012006 || Task Loss: 0.4702 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:38 || Estimated Time: 1 day, 18:20:39
2023-07-25 19:06:13,766 semantic_segmentation INFO: Iters: 64930/150000 || Lr: 0.012005 || Task Loss: 0.4898 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:56 || Estimated Time: 1 day, 18:20:20
2023-07-25 19:06:30,801 semantic_segmentation INFO: Iters: 64940/150000 || Lr: 0.012003 || Task Loss: 0.7398 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:13 || Estimated Time: 1 day, 18:20:01
2023-07-25 19:06:48,021 semantic_segmentation INFO: Iters: 64950/150000 || Lr: 0.012002 || Task Loss: 0.5256 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:30 || Estimated Time: 1 day, 18:19:42
2023-07-25 19:07:05,196 semantic_segmentation INFO: Iters: 64960/150000 || Lr: 0.012001 || Task Loss: 0.4341 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:47 || Estimated Time: 1 day, 18:19:23
2023-07-25 19:07:22,313 semantic_segmentation INFO: Iters: 64970/150000 || Lr: 0.012000 || Task Loss: 0.5533 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:04 || Estimated Time: 1 day, 18:19:04
2023-07-25 19:07:39,498 semantic_segmentation INFO: Iters: 64980/150000 || Lr: 0.011998 || Task Loss: 0.6396 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:21 || Estimated Time: 1 day, 18:18:45
2023-07-25 19:07:56,855 semantic_segmentation INFO: Iters: 64990/150000 || Lr: 0.011997 || Task Loss: 0.4370 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:39 || Estimated Time: 1 day, 18:18:27
2023-07-25 19:08:14,031 semantic_segmentation INFO: Iters: 65000/150000 || Lr: 0.011996 || Task Loss: 0.5352 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:56 || Estimated Time: 1 day, 18:18:08
2023-07-25 19:08:31,419 semantic_segmentation INFO: Iters: 65010/150000 || Lr: 0.011995 || Task Loss: 0.4819 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:13 || Estimated Time: 1 day, 18:17:49
2023-07-25 19:08:48,900 semantic_segmentation INFO: Iters: 65020/150000 || Lr: 0.011993 || Task Loss: 0.6690 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:31 || Estimated Time: 1 day, 18:17:31
2023-07-25 19:09:06,062 semantic_segmentation INFO: Iters: 65030/150000 || Lr: 0.011992 || Task Loss: 0.8188 || KD Loss: 0.2204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:48 || Estimated Time: 1 day, 18:17:12
2023-07-25 19:09:23,269 semantic_segmentation INFO: Iters: 65040/150000 || Lr: 0.011991 || Task Loss: 0.5180 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:05 || Estimated Time: 1 day, 18:16:53
2023-07-25 19:09:40,663 semantic_segmentation INFO: Iters: 65050/150000 || Lr: 0.011989 || Task Loss: 0.4971 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:22 || Estimated Time: 1 day, 18:16:34
2023-07-25 19:09:57,860 semantic_segmentation INFO: Iters: 65060/150000 || Lr: 0.011988 || Task Loss: 0.4806 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:40 || Estimated Time: 1 day, 18:16:15
2023-07-25 19:10:15,339 semantic_segmentation INFO: Iters: 65070/150000 || Lr: 0.011987 || Task Loss: 0.6693 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:57 || Estimated Time: 1 day, 18:15:57
2023-07-25 19:10:32,559 semantic_segmentation INFO: Iters: 65080/150000 || Lr: 0.011986 || Task Loss: 0.4273 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:14 || Estimated Time: 1 day, 18:15:38
2023-07-25 19:10:49,696 semantic_segmentation INFO: Iters: 65090/150000 || Lr: 0.011984 || Task Loss: 0.4772 || KD Loss: 0.1562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:31 || Estimated Time: 1 day, 18:15:19
2023-07-25 19:11:06,951 semantic_segmentation INFO: Iters: 65100/150000 || Lr: 0.011983 || Task Loss: 0.6280 || KD Loss: 0.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:49 || Estimated Time: 1 day, 18:15:01
2023-07-25 19:11:24,200 semantic_segmentation INFO: Iters: 65110/150000 || Lr: 0.011982 || Task Loss: 0.6257 || KD Loss: 0.1914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:06 || Estimated Time: 1 day, 18:14:42
2023-07-25 19:11:41,384 semantic_segmentation INFO: Iters: 65120/150000 || Lr: 0.011981 || Task Loss: 0.6809 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:23 || Estimated Time: 1 day, 18:14:23
2023-07-25 19:11:58,800 semantic_segmentation INFO: Iters: 65130/150000 || Lr: 0.011979 || Task Loss: 0.6596 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:41 || Estimated Time: 1 day, 18:14:04
2023-07-25 19:12:15,878 semantic_segmentation INFO: Iters: 65140/150000 || Lr: 0.011978 || Task Loss: 0.7534 || KD Loss: 0.2179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:58 || Estimated Time: 1 day, 18:13:45
2023-07-25 19:12:33,061 semantic_segmentation INFO: Iters: 65150/150000 || Lr: 0.011977 || Task Loss: 0.5043 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:15 || Estimated Time: 1 day, 18:13:26
2023-07-25 19:12:50,192 semantic_segmentation INFO: Iters: 65160/150000 || Lr: 0.011975 || Task Loss: 0.4864 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:32 || Estimated Time: 1 day, 18:13:07
2023-07-25 19:13:07,502 semantic_segmentation INFO: Iters: 65170/150000 || Lr: 0.011974 || Task Loss: 0.4007 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:49 || Estimated Time: 1 day, 18:12:49
2023-07-25 19:13:24,665 semantic_segmentation INFO: Iters: 65180/150000 || Lr: 0.011973 || Task Loss: 0.7756 || KD Loss: 0.1823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:06 || Estimated Time: 1 day, 18:12:30
2023-07-25 19:13:41,885 semantic_segmentation INFO: Iters: 65190/150000 || Lr: 0.011972 || Task Loss: 0.3660 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:24 || Estimated Time: 1 day, 18:12:11
2023-07-25 19:13:59,097 semantic_segmentation INFO: Iters: 65200/150000 || Lr: 0.011970 || Task Loss: 0.3770 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:41 || Estimated Time: 1 day, 18:11:52
2023-07-25 19:14:16,319 semantic_segmentation INFO: Iters: 65210/150000 || Lr: 0.011969 || Task Loss: 0.6519 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:58 || Estimated Time: 1 day, 18:11:33
2023-07-25 19:14:33,523 semantic_segmentation INFO: Iters: 65220/150000 || Lr: 0.011968 || Task Loss: 0.5502 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:15 || Estimated Time: 1 day, 18:11:15
2023-07-25 19:14:50,960 semantic_segmentation INFO: Iters: 65230/150000 || Lr: 0.011967 || Task Loss: 0.4698 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:33 || Estimated Time: 1 day, 18:10:56
2023-07-25 19:15:08,563 semantic_segmentation INFO: Iters: 65240/150000 || Lr: 0.011965 || Task Loss: 0.5730 || KD Loss: 0.1655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:50 || Estimated Time: 1 day, 18:10:38
2023-07-25 19:15:25,709 semantic_segmentation INFO: Iters: 65250/150000 || Lr: 0.011964 || Task Loss: 0.5451 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:07 || Estimated Time: 1 day, 18:10:19
2023-07-25 19:15:42,826 semantic_segmentation INFO: Iters: 65260/150000 || Lr: 0.011963 || Task Loss: 0.6185 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:25 || Estimated Time: 1 day, 18:10:00
2023-07-25 19:16:00,112 semantic_segmentation INFO: Iters: 65270/150000 || Lr: 0.011962 || Task Loss: 0.4892 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:42 || Estimated Time: 1 day, 18:09:41
2023-07-25 19:16:17,644 semantic_segmentation INFO: Iters: 65280/150000 || Lr: 0.011960 || Task Loss: 0.5129 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:59 || Estimated Time: 1 day, 18:09:23
2023-07-25 19:16:34,871 semantic_segmentation INFO: Iters: 65290/150000 || Lr: 0.011959 || Task Loss: 0.6210 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:17 || Estimated Time: 1 day, 18:09:04
2023-07-25 19:16:52,158 semantic_segmentation INFO: Iters: 65300/150000 || Lr: 0.011958 || Task Loss: 0.5512 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:34 || Estimated Time: 1 day, 18:08:45
2023-07-25 19:17:10,258 semantic_segmentation INFO: Iters: 65310/150000 || Lr: 0.011956 || Task Loss: 0.6570 || KD Loss: 0.1911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:52 || Estimated Time: 1 day, 18:08:28
2023-07-25 19:17:27,369 semantic_segmentation INFO: Iters: 65320/150000 || Lr: 0.011955 || Task Loss: 0.4499 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:09 || Estimated Time: 1 day, 18:08:09
2023-07-25 19:17:44,756 semantic_segmentation INFO: Iters: 65330/150000 || Lr: 0.011954 || Task Loss: 0.4729 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:27 || Estimated Time: 1 day, 18:07:50
2023-07-25 19:18:01,950 semantic_segmentation INFO: Iters: 65340/150000 || Lr: 0.011953 || Task Loss: 0.6716 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:44 || Estimated Time: 1 day, 18:07:31
2023-07-25 19:18:19,085 semantic_segmentation INFO: Iters: 65350/150000 || Lr: 0.011951 || Task Loss: 0.8119 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:31:01 || Estimated Time: 1 day, 18:07:12
2023-07-25 19:18:36,291 semantic_segmentation INFO: Iters: 65360/150000 || Lr: 0.011950 || Task Loss: 0.3809 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:31:18 || Estimated Time: 1 day, 18:06:53
2023-07-25 19:18:53,477 semantic_segmentation INFO: Iters: 65370/150000 || Lr: 0.011949 || Task Loss: 0.6010 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:31:35 || Estimated Time: 1 day, 18:06:35
2023-07-25 19:19:10,687 semantic_segmentation INFO: Iters: 65380/150000 || Lr: 0.011948 || Task Loss: 0.6614 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:31:52 || Estimated Time: 1 day, 18:06:16
2023-07-25 19:19:27,910 semantic_segmentation INFO: Iters: 65390/150000 || Lr: 0.011946 || Task Loss: 0.6060 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:10 || Estimated Time: 1 day, 18:05:57
2023-07-25 19:19:45,099 semantic_segmentation INFO: Iters: 65400/150000 || Lr: 0.011945 || Task Loss: 0.4423 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:27 || Estimated Time: 1 day, 18:05:38
2023-07-25 19:20:02,319 semantic_segmentation INFO: Iters: 65410/150000 || Lr: 0.011944 || Task Loss: 0.4966 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:44 || Estimated Time: 1 day, 18:05:19
2023-07-25 19:20:19,518 semantic_segmentation INFO: Iters: 65420/150000 || Lr: 0.011942 || Task Loss: 0.7403 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:01 || Estimated Time: 1 day, 18:05:00
2023-07-25 19:20:36,915 semantic_segmentation INFO: Iters: 65430/150000 || Lr: 0.011941 || Task Loss: 0.6450 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:19 || Estimated Time: 1 day, 18:04:42
2023-07-25 19:20:54,156 semantic_segmentation INFO: Iters: 65440/150000 || Lr: 0.011940 || Task Loss: 0.4780 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:36 || Estimated Time: 1 day, 18:04:23
2023-07-25 19:21:11,443 semantic_segmentation INFO: Iters: 65450/150000 || Lr: 0.011939 || Task Loss: 0.6833 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:53 || Estimated Time: 1 day, 18:04:04
2023-07-25 19:21:28,719 semantic_segmentation INFO: Iters: 65460/150000 || Lr: 0.011937 || Task Loss: 0.4425 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:11 || Estimated Time: 1 day, 18:03:46
2023-07-25 19:21:46,194 semantic_segmentation INFO: Iters: 65470/150000 || Lr: 0.011936 || Task Loss: 0.7693 || KD Loss: 0.2278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:28 || Estimated Time: 1 day, 18:03:27
2023-07-25 19:22:03,412 semantic_segmentation INFO: Iters: 65480/150000 || Lr: 0.011935 || Task Loss: 0.6497 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:45 || Estimated Time: 1 day, 18:03:08
2023-07-25 19:22:20,645 semantic_segmentation INFO: Iters: 65490/150000 || Lr: 0.011934 || Task Loss: 0.6457 || KD Loss: 0.2245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:02 || Estimated Time: 1 day, 18:02:50
2023-07-25 19:22:38,348 semantic_segmentation INFO: Iters: 65500/150000 || Lr: 0.011932 || Task Loss: 0.5187 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:20 || Estimated Time: 1 day, 18:02:31
2023-07-25 19:22:55,365 semantic_segmentation INFO: Iters: 65510/150000 || Lr: 0.011931 || Task Loss: 0.6086 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:37 || Estimated Time: 1 day, 18:02:12
2023-07-25 19:23:12,480 semantic_segmentation INFO: Iters: 65520/150000 || Lr: 0.011930 || Task Loss: 0.6373 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:54 || Estimated Time: 1 day, 18:01:53
2023-07-25 19:23:30,569 semantic_segmentation INFO: Iters: 65530/150000 || Lr: 0.011928 || Task Loss: 0.4886 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:12 || Estimated Time: 1 day, 18:01:36
2023-07-25 19:23:47,665 semantic_segmentation INFO: Iters: 65540/150000 || Lr: 0.011927 || Task Loss: 0.5898 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:29 || Estimated Time: 1 day, 18:01:17
2023-07-25 19:24:05,082 semantic_segmentation INFO: Iters: 65550/150000 || Lr: 0.011926 || Task Loss: 0.7534 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:47 || Estimated Time: 1 day, 18:00:58
2023-07-25 19:24:22,163 semantic_segmentation INFO: Iters: 65560/150000 || Lr: 0.011925 || Task Loss: 0.5747 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:04 || Estimated Time: 1 day, 18:00:39
2023-07-25 19:24:39,507 semantic_segmentation INFO: Iters: 65570/150000 || Lr: 0.011923 || Task Loss: 0.6913 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:21 || Estimated Time: 1 day, 18:00:21
2023-07-25 19:24:56,942 semantic_segmentation INFO: Iters: 65580/150000 || Lr: 0.011922 || Task Loss: 0.5658 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:39 || Estimated Time: 1 day, 18:00:02
2023-07-25 19:25:14,304 semantic_segmentation INFO: Iters: 65590/150000 || Lr: 0.011921 || Task Loss: 0.4431 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:56 || Estimated Time: 1 day, 17:59:43
2023-07-25 19:25:31,741 semantic_segmentation INFO: Iters: 65600/150000 || Lr: 0.011920 || Task Loss: 0.5490 || KD Loss: 0.1595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:38:14 || Estimated Time: 1 day, 17:59:25
2023-07-25 19:25:31,866 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:25:32,248 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.089
2023-07-25 19:25:32,271 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.132
2023-07-25 19:25:32,283 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.144
2023-07-25 19:25:32,298 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.144
2023-07-25 19:25:32,311 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.209
2023-07-25 19:25:32,323 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.947, mIoU: 0.254
2023-07-25 19:25:32,337 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.930, mIoU: 0.279
2023-07-25 19:25:32,351 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.937, mIoU: 0.287
2023-07-25 19:25:32,363 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.931, mIoU: 0.313
2023-07-25 19:25:32,377 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.929, mIoU: 0.356
2023-07-25 19:25:32,391 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.899, mIoU: 0.356
2023-07-25 19:25:32,405 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.904, mIoU: 0.359
2023-07-25 19:25:32,417 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.867, mIoU: 0.356
2023-07-25 19:25:32,431 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.869, mIoU: 0.344
2023-07-25 19:25:32,446 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.867, mIoU: 0.336
2023-07-25 19:25:32,459 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.871, mIoU: 0.334
2023-07-25 19:25:32,471 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-25 19:25:32,484 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.871, mIoU: 0.330
2023-07-25 19:25:32,499 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.874, mIoU: 0.337
2023-07-25 19:25:32,515 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.877, mIoU: 0.381
2023-07-25 19:25:32,530 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-25 19:25:32,545 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.886, mIoU: 0.394
2023-07-25 19:25:32,559 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.884, mIoU: 0.418
2023-07-25 19:25:32,575 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.886, mIoU: 0.417
2023-07-25 19:25:32,591 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.887, mIoU: 0.419
2023-07-25 19:25:32,605 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.425
2023-07-25 19:25:32,619 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.887, mIoU: 0.425
2023-07-25 19:25:32,631 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.890, mIoU: 0.424
2023-07-25 19:25:32,647 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.886, mIoU: 0.416
2023-07-25 19:25:32,663 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.416
2023-07-25 19:25:32,678 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.416
2023-07-25 19:25:32,694 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.415
2023-07-25 19:25:32,710 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.423
2023-07-25 19:25:32,726 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.901, mIoU: 0.422
2023-07-25 19:25:32,741 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.890, mIoU: 0.428
2023-07-25 19:25:32,757 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.893, mIoU: 0.429
2023-07-25 19:25:32,771 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.894, mIoU: 0.427
2023-07-25 19:25:32,784 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.896, mIoU: 0.472
2023-07-25 19:25:32,801 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.892, mIoU: 0.463
2023-07-25 19:25:32,814 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.892, mIoU: 0.463
2023-07-25 19:25:32,828 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.486
2023-07-25 19:25:32,843 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.486
2023-07-25 19:25:32,858 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.482
2023-07-25 19:25:32,871 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.891, mIoU: 0.481
2023-07-25 19:25:32,887 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.891, mIoU: 0.484
2023-07-25 19:25:32,902 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.892, mIoU: 0.487
2023-07-25 19:25:32,916 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.894, mIoU: 0.493
2023-07-25 19:25:32,929 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.895, mIoU: 0.493
2023-07-25 19:25:32,943 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.497
2023-07-25 19:25:32,960 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.896, mIoU: 0.496
2023-07-25 19:25:32,976 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.897, mIoU: 0.496
2023-07-25 19:25:32,991 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.899, mIoU: 0.496
2023-07-25 19:25:33,004 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.900, mIoU: 0.495
2023-07-25 19:25:33,020 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.900, mIoU: 0.495
2023-07-25 19:25:33,035 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.900, mIoU: 0.498
2023-07-25 19:25:33,049 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.899, mIoU: 0.497
2023-07-25 19:25:33,065 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.898, mIoU: 0.495
2023-07-25 19:25:33,083 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.900, mIoU: 0.494
2023-07-25 19:25:33,097 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.901, mIoU: 0.496
2023-07-25 19:25:33,112 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.898, mIoU: 0.545
2023-07-25 19:25:33,126 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.899, mIoU: 0.544
2023-07-25 19:25:33,142 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.900, mIoU: 0.542
2023-07-25 19:25:33,156 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.901, mIoU: 0.541
2023-07-25 19:25:33,174 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.902, mIoU: 0.547
2023-07-25 19:25:33,188 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.537
2023-07-25 19:25:33,204 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.903, mIoU: 0.537
2023-07-25 19:25:33,220 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.904, mIoU: 0.538
2023-07-25 19:25:33,233 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.906, mIoU: 0.583
2023-07-25 19:25:33,248 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.907, mIoU: 0.584
2023-07-25 19:25:33,263 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 19:25:33,278 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 19:25:33,292 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 19:25:33,306 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 19:25:33,321 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-25 19:25:33,336 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-25 19:25:33,350 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-25 19:25:33,365 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-25 19:25:33,374 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 19:25:33,389 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-25 19:25:33,405 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-25 19:25:33,418 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-25 19:25:33,433 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-25 19:25:33,447 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-25 19:25:33,463 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:33,479 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 19:25:33,494 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 19:25:33,510 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 19:25:33,525 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 19:25:33,540 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.890, mIoU: 0.577
2023-07-25 19:25:33,554 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.890, mIoU: 0.577
2023-07-25 19:25:33,569 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-25 19:25:33,585 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-25 19:25:33,601 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.889, mIoU: 0.576
2023-07-25 19:25:33,616 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.890, mIoU: 0.594
2023-07-25 19:25:33,631 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.889, mIoU: 0.595
2023-07-25 19:25:33,646 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.890, mIoU: 0.595
2023-07-25 19:25:33,660 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.891, mIoU: 0.595
2023-07-25 19:25:33,673 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.892, mIoU: 0.597
2023-07-25 19:25:33,688 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.892, mIoU: 0.595
2023-07-25 19:25:33,701 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.893, mIoU: 0.596
2023-07-25 19:25:33,716 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.893, mIoU: 0.595
2023-07-25 19:25:33,730 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 19:25:33,743 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 19:25:33,758 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.893, mIoU: 0.592
2023-07-25 19:25:33,772 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-25 19:25:33,785 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 19:25:33,799 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 19:25:33,814 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 19:25:33,827 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.894, mIoU: 0.588
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2023-07-25 19:25:39,633 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:39,646 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.890, mIoU: 0.568
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2023-07-25 19:25:39,676 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 19:25:39,690 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 19:25:39,704 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 19:25:39,720 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:39,736 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 19:25:39,751 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 19:25:39,763 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 19:25:39,777 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 19:25:39,793 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 19:25:39,808 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 19:25:39,824 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 19:25:39,839 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 19:25:39,853 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 19:25:39,868 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 19:25:39,884 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 19:25:39,897 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:39,913 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:39,925 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:39,941 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:39,954 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:39,966 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-25 19:25:39,979 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-25 19:25:39,995 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-25 19:25:40,010 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-25 19:25:40,024 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-25 19:25:40,039 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-25 19:25:40,048 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-25 19:25:40,062 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-25 19:25:40,078 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,093 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,108 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-25 19:25:40,122 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,135 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,148 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,163 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,178 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-25 19:25:40,192 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:40,205 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,218 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,233 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,248 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,263 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:40,277 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,292 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,308 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,324 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,337 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,353 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,369 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,382 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,398 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,413 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,428 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,443 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,456 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,471 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,486 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,503 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:40,512 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,527 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:40,542 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:40,555 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,569 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,582 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,597 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,612 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:40,627 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:40,640 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:40,653 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,666 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,682 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,697 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,713 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,728 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,743 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,756 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:40,772 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,787 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:40,802 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:40,817 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:40,832 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:40,847 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,862 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,878 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,889 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,904 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,920 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,934 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,949 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:40,964 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 19:25:40,976 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 19:25:40,991 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 19:25:41,006 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:41,021 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:41,034 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:41,049 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:41,064 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 19:25:41,079 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 19:25:41,094 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 19:25:41,109 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,124 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,139 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,153 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,168 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,180 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,195 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,210 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,225 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,237 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,253 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,267 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,282 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,297 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,313 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,329 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,344 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,359 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,373 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,388 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-25 19:25:41,403 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,418 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,436 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,451 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:41,466 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.890, mIoU: 0.571
2023-07-25 19:25:41,477 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 19:25:41,490 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:41,505 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:41,518 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:41,532 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 19:25:41,545 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:41,558 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:41,573 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:41,589 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:41,604 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 19:25:41,620 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,633 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,648 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,661 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 19:25:41,676 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,691 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,707 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,722 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,737 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,753 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 19:25:41,766 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,782 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 19:25:41,797 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:41,810 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-25 19:25:41,824 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-25 19:25:41,838 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:41,854 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:41,869 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:41,882 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:41,896 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 19:25:41,912 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-25 19:25:41,927 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.892, mIoU: 0.575
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2023-07-25 19:25:41,961 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.892, mIoU: 0.575
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2023-07-25 19:25:42,252 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-25 19:25:42,267 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.577
2023-07-25 19:25:42,283 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.577
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2023-07-25 19:25:42,409 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-25 19:25:42,486 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 19:25:42,502 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 19:25:42,517 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 19:25:42,533 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 19:25:42,546 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 19:25:42,559 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 19:25:42,573 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 19:25:42,588 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 19:25:42,605 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 19:25:42,618 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 19:25:42,631 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 19:25:42,646 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,661 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,676 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.893, mIoU: 0.576
2023-07-25 19:25:42,691 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,707 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,720 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 19:25:42,735 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,749 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,763 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,778 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,792 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,809 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,823 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,839 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,855 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,868 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,881 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,897 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,913 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,929 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 19:25:42,945 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,957 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,971 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,985 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:42,999 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 19:25:43,014 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,031 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:43,045 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,060 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,073 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,089 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,104 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,117 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,130 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,145 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,161 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:43,174 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:43,189 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,204 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,218 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:43,231 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:43,246 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,262 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,279 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,293 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,307 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,321 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,336 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,349 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,363 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,378 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,393 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,406 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,422 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,438 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,453 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:43,469 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:43,482 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:43,495 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:43,509 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:43,523 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:43,536 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,550 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,566 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,579 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,592 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,607 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,623 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,638 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,654 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,668 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,681 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,696 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,712 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,727 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,742 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,756 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:43,769 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,780 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,796 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,811 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,826 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:43,840 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,851 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,865 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,880 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:43,896 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 19:25:43,909 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:43,925 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:43,938 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:43,954 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,968 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,983 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:43,996 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:44,011 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:44,026 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:44,040 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 19:25:44,056 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,071 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,086 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,101 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,117 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,132 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,147 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 19:25:44,161 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,176 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,191 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,204 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,218 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,231 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,247 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,260 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:44,277 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,292 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,303 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,318 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 19:25:44,335 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,350 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,364 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,380 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,395 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,408 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,423 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:44,439 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,454 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 19:25:44,468 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,480 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,497 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:44,512 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:44,527 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:44,541 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:44,556 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:44,571 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:44,586 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:44,601 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,614 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,629 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,642 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,657 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 19:25:44,671 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 19:25:44,684 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,700 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,713 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,728 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,744 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,759 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,774 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,788 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,803 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,818 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,834 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,849 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,865 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,880 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,890 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,905 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,918 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,933 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,948 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,964 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,977 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:44,992 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,007 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,022 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,037 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,053 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,066 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,081 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,096 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,111 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,125 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,140 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,156 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,172 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,186 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,201 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,217 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,230 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,245 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,260 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,274 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,289 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,303 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,317 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,333 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,348 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:45,363 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,379 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 19:25:45,395 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 19:25:45,408 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,422 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,437 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,450 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,463 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,478 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,494 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,509 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,525 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,538 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,551 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,568 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,583 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,596 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,612 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,625 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,641 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,655 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,671 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,686 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,701 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:45,710 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,726 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 19:25:45,742 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,756 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,770 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,785 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,800 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,813 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,828 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,843 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,859 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:45,874 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 19:25:45,888 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 19:25:45,905 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 19:25:45,920 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 19:25:45,933 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 19:25:45,948 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 19:25:45,963 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 19:25:45,978 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 19:25:45,991 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 19:25:46,006 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,021 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,036 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,043 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,056 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,070 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,082 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 19:25:46,094 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:46,109 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:46,123 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:46,138 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 19:25:46,150 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:46,163 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:46,179 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:46,190 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 19:25:46,206 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 19:25:46,220 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:46,235 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:46,250 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 19:25:46,265 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 19:25:46,280 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,292 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,305 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,321 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,336 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,351 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,366 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,379 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,389 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,400 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,413 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,425 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,440 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,453 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 19:25:46,467 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 19:25:46,482 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,498 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,511 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:46,526 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,541 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,556 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,572 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,587 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,601 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:46,617 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:46,633 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:46,647 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 19:25:46,660 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 19:25:46,676 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,689 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,705 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,719 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 19:25:46,734 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 19:25:46,749 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 19:25:46,767 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,782 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,795 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,810 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,825 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,840 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,854 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,867 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:46,880 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 19:25:46,894 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 19:25:46,909 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 19:25:46,924 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 19:25:46,938 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,953 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:46,969 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 19:25:46,984 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:46,999 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,012 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,028 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,038 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,052 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,067 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-25 19:25:47,079 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,094 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 19:25:47,109 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 19:25:47,125 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,141 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,157 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 19:25:47,172 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,187 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,199 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,215 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,227 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,242 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,258 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,271 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,285 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,298 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,313 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,328 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,343 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,358 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,372 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,386 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,399 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,414 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,428 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,441 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,457 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,472 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,488 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,501 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,514 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,530 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,545 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,561 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,575 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,588 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,603 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,618 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,634 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,649 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,664 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,679 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,693 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,708 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,723 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,738 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:47,752 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 19:25:47,767 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,780 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,796 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,811 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 19:25:47,826 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,839 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 19:25:47,853 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,868 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,884 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,897 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,912 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:47,926 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:47,941 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,956 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,971 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:47,986 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:47,999 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,014 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,031 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,044 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,059 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,072 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,081 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,096 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,111 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,124 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 19:25:48,139 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:48,155 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:48,168 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,181 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,196 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,211 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:48,226 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,243 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,257 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,274 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,289 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,302 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,317 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,332 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,346 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,359 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,372 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,387 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,402 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,417 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,432 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,445 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,461 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,475 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:48,488 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 19:25:48,503 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,519 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,534 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,549 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,562 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,577 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,593 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,608 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:48,623 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,636 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,652 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,665 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:48,678 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,691 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,706 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,721 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,735 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,750 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,760 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,773 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,789 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,804 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,817 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,832 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,848 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,863 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,876 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,890 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,905 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,918 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,933 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,945 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,959 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:48,973 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:48,988 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,003 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,018 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,031 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,046 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,061 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,074 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,089 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,104 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,119 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,133 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,146 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,159 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,174 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,189 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,203 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,216 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,231 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,248 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,262 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,272 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.897, mIoU: 0.585
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2023-07-25 19:25:49,303 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,318 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 19:25:49,332 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,345 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 19:25:49,359 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:49,373 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:49,386 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,401 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,415 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,431 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,447 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,463 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,477 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:49,492 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,507 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,520 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,535 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,551 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,567 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,580 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,595 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,607 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,622 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,638 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,653 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,665 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,681 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,697 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,712 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,723 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,738 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,752 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,764 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,778 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,793 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,808 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,821 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 19:25:49,833 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,849 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,863 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,878 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,891 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 19:25:49,907 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,920 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 19:25:49,934 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,949 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 19:25:49,964 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:49,980 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:49,995 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:50,011 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:50,025 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:50,040 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:50,055 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:50,070 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:50,085 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:50,098 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:50,112 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:50,128 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:50,143 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:50,158 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:50,171 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:50,184 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:50,199 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:50,214 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,228 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,241 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,256 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,271 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,287 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,302 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,317 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,333 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,347 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,362 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,377 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,390 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,405 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,420 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,435 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,450 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,465 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:50,480 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,495 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,509 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,524 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 19:25:50,554 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.894, mIoU: 0.580
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2023-07-25 19:25:50,599 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 19:25:50,640 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 19:25:50,669 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,684 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 19:25:50,731 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,747 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.894, mIoU: 0.580
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2023-07-25 19:25:50,802 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,816 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,829 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,842 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,858 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,873 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,887 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,900 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,916 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,928 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:50,943 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,958 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,974 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:50,989 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:51,004 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:51,018 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:51,033 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:51,048 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,061 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,077 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,092 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,108 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,121 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,136 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,152 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,166 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,181 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,193 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,208 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,223 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,238 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,253 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,266 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,281 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,296 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,311 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,327 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,342 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,357 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,373 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,383 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,398 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,411 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,425 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-25 19:25:51,457 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,472 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,485 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,499 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,513 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,528 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,543 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,558 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,574 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,587 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,602 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 19:25:51,618 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,631 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,646 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 19:25:51,661 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,675 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,690 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,701 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,717 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,732 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 19:25:51,747 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,762 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,775 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,788 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,802 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:51,817 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,831 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,844 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,857 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,872 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,887 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,902 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,915 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,931 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,948 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,964 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,980 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:51,995 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,003 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,019 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,032 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,045 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,060 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:52,076 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 19:25:52,091 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,106 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,122 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,137 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,152 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,165 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,180 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,197 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,211 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,227 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,242 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,258 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,271 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,285 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,300 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,316 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,329 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:25:52,343 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,358 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,373 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,388 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 19:25:52,403 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,418 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,433 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,448 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,461 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,476 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,489 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,504 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,520 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,536 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,551 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,565 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,581 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,596 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 19:25:52,674 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,688 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,703 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,716 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,731 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,746 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,761 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,776 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,791 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,806 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,815 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,830 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,843 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,857 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,872 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:52,886 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,902 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,915 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,925 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,941 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,957 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,972 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:52,985 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,001 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,016 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,030 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,045 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,060 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,075 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,090 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,102 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,117 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,132 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,146 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,159 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,174 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,189 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 19:25:53,203 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,219 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,232 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,246 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,260 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 19:25:53,276 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 19:26:10,324 semantic_segmentation INFO: Iters: 65610/150000 || Lr: 0.011918 || Task Loss: 0.6379 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:38:52 || Estimated Time: 1 day, 17:59:34
2023-07-25 19:26:27,665 semantic_segmentation INFO: Iters: 65620/150000 || Lr: 0.011917 || Task Loss: 0.5481 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:09 || Estimated Time: 1 day, 17:59:15
2023-07-25 19:26:44,757 semantic_segmentation INFO: Iters: 65630/150000 || Lr: 0.011916 || Task Loss: 0.3829 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:27 || Estimated Time: 1 day, 17:58:56
2023-07-25 19:27:02,290 semantic_segmentation INFO: Iters: 65640/150000 || Lr: 0.011914 || Task Loss: 0.7652 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:44 || Estimated Time: 1 day, 17:58:38
2023-07-25 19:27:19,473 semantic_segmentation INFO: Iters: 65650/150000 || Lr: 0.011913 || Task Loss: 0.6507 || KD Loss: 0.2124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:01 || Estimated Time: 1 day, 17:58:19
2023-07-25 19:27:36,887 semantic_segmentation INFO: Iters: 65660/150000 || Lr: 0.011912 || Task Loss: 0.6514 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:19 || Estimated Time: 1 day, 17:58:00
2023-07-25 19:27:54,549 semantic_segmentation INFO: Iters: 65670/150000 || Lr: 0.011911 || Task Loss: 0.5064 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:36 || Estimated Time: 1 day, 17:57:42
2023-07-25 19:28:11,570 semantic_segmentation INFO: Iters: 65680/150000 || Lr: 0.011909 || Task Loss: 0.4994 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:53 || Estimated Time: 1 day, 17:57:23
2023-07-25 19:28:29,087 semantic_segmentation INFO: Iters: 65690/150000 || Lr: 0.011908 || Task Loss: 0.5178 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:41:11 || Estimated Time: 1 day, 17:57:04
2023-07-25 19:28:46,223 semantic_segmentation INFO: Iters: 65700/150000 || Lr: 0.011907 || Task Loss: 0.5106 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:41:28 || Estimated Time: 1 day, 17:56:45
2023-07-25 19:29:03,279 semantic_segmentation INFO: Iters: 65710/150000 || Lr: 0.011906 || Task Loss: 0.4851 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:41:45 || Estimated Time: 1 day, 17:56:26
2023-07-25 19:29:20,495 semantic_segmentation INFO: Iters: 65720/150000 || Lr: 0.011904 || Task Loss: 0.4227 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:02 || Estimated Time: 1 day, 17:56:08
2023-07-25 19:29:37,591 semantic_segmentation INFO: Iters: 65730/150000 || Lr: 0.011903 || Task Loss: 0.5110 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:19 || Estimated Time: 1 day, 17:55:49
2023-07-25 19:29:54,732 semantic_segmentation INFO: Iters: 65740/150000 || Lr: 0.011902 || Task Loss: 0.6500 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:37 || Estimated Time: 1 day, 17:55:30
2023-07-25 19:30:11,987 semantic_segmentation INFO: Iters: 65750/150000 || Lr: 0.011901 || Task Loss: 0.6545 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:54 || Estimated Time: 1 day, 17:55:11
2023-07-25 19:30:29,075 semantic_segmentation INFO: Iters: 65760/150000 || Lr: 0.011899 || Task Loss: 0.6651 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:11 || Estimated Time: 1 day, 17:54:52
2023-07-25 19:30:46,375 semantic_segmentation INFO: Iters: 65770/150000 || Lr: 0.011898 || Task Loss: 0.4970 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:28 || Estimated Time: 1 day, 17:54:33
2023-07-25 19:31:03,488 semantic_segmentation INFO: Iters: 65780/150000 || Lr: 0.011897 || Task Loss: 0.5722 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:45 || Estimated Time: 1 day, 17:54:14
2023-07-25 19:31:20,592 semantic_segmentation INFO: Iters: 65790/150000 || Lr: 0.011895 || Task Loss: 0.4638 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:44:02 || Estimated Time: 1 day, 17:53:56
2023-07-25 19:31:37,998 semantic_segmentation INFO: Iters: 65800/150000 || Lr: 0.011894 || Task Loss: 0.4984 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:44:20 || Estimated Time: 1 day, 17:53:37
2023-07-25 19:31:55,358 semantic_segmentation INFO: Iters: 65810/150000 || Lr: 0.011893 || Task Loss: 0.5570 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:44:37 || Estimated Time: 1 day, 17:53:18
2023-07-25 19:32:12,384 semantic_segmentation INFO: Iters: 65820/150000 || Lr: 0.011892 || Task Loss: 0.5014 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:44:54 || Estimated Time: 1 day, 17:52:59
2023-07-25 19:32:29,517 semantic_segmentation INFO: Iters: 65830/150000 || Lr: 0.011890 || Task Loss: 0.5404 || KD Loss: 0.1468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:11 || Estimated Time: 1 day, 17:52:40
2023-07-25 19:32:46,884 semantic_segmentation INFO: Iters: 65840/150000 || Lr: 0.011889 || Task Loss: 0.5644 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:29 || Estimated Time: 1 day, 17:52:22
2023-07-25 19:33:03,925 semantic_segmentation INFO: Iters: 65850/150000 || Lr: 0.011888 || Task Loss: 0.6229 || KD Loss: 0.2012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:46 || Estimated Time: 1 day, 17:52:03
2023-07-25 19:33:20,947 semantic_segmentation INFO: Iters: 65860/150000 || Lr: 0.011887 || Task Loss: 0.6171 || KD Loss: 0.1933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:03 || Estimated Time: 1 day, 17:51:44
2023-07-25 19:33:38,106 semantic_segmentation INFO: Iters: 65870/150000 || Lr: 0.011885 || Task Loss: 0.7305 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:20 || Estimated Time: 1 day, 17:51:25
2023-07-25 19:33:55,132 semantic_segmentation INFO: Iters: 65880/150000 || Lr: 0.011884 || Task Loss: 0.7703 || KD Loss: 0.2071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:37 || Estimated Time: 1 day, 17:51:06
2023-07-25 19:34:12,300 semantic_segmentation INFO: Iters: 65890/150000 || Lr: 0.011883 || Task Loss: 0.4921 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:54 || Estimated Time: 1 day, 17:50:47
2023-07-25 19:34:29,627 semantic_segmentation INFO: Iters: 65900/150000 || Lr: 0.011881 || Task Loss: 0.6317 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:11 || Estimated Time: 1 day, 17:50:28
2023-07-25 19:34:46,711 semantic_segmentation INFO: Iters: 65910/150000 || Lr: 0.011880 || Task Loss: 0.5738 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:28 || Estimated Time: 1 day, 17:50:09
2023-07-25 19:35:04,176 semantic_segmentation INFO: Iters: 65920/150000 || Lr: 0.011879 || Task Loss: 0.5713 || KD Loss: 0.1774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:46 || Estimated Time: 1 day, 17:49:51
2023-07-25 19:35:21,583 semantic_segmentation INFO: Iters: 65930/150000 || Lr: 0.011878 || Task Loss: 0.7357 || KD Loss: 0.2403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:03 || Estimated Time: 1 day, 17:49:32
2023-07-25 19:35:38,578 semantic_segmentation INFO: Iters: 65940/150000 || Lr: 0.011876 || Task Loss: 0.6252 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:20 || Estimated Time: 1 day, 17:49:13
2023-07-25 19:35:55,719 semantic_segmentation INFO: Iters: 65950/150000 || Lr: 0.011875 || Task Loss: 0.6193 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:38 || Estimated Time: 1 day, 17:48:54
2023-07-25 19:36:13,272 semantic_segmentation INFO: Iters: 65960/150000 || Lr: 0.011874 || Task Loss: 0.5018 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:55 || Estimated Time: 1 day, 17:48:36
2023-07-25 19:36:30,265 semantic_segmentation INFO: Iters: 65970/150000 || Lr: 0.011873 || Task Loss: 0.5190 || KD Loss: 0.1874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:12 || Estimated Time: 1 day, 17:48:17
2023-07-25 19:36:47,452 semantic_segmentation INFO: Iters: 65980/150000 || Lr: 0.011871 || Task Loss: 0.8052 || KD Loss: 0.2718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:29 || Estimated Time: 1 day, 17:47:58
2023-07-25 19:37:04,999 semantic_segmentation INFO: Iters: 65990/150000 || Lr: 0.011870 || Task Loss: 0.6513 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:47 || Estimated Time: 1 day, 17:47:40
2023-07-25 19:37:21,962 semantic_segmentation INFO: Iters: 66000/150000 || Lr: 0.011869 || Task Loss: 0.5382 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:04 || Estimated Time: 1 day, 17:47:21
2023-07-25 19:37:39,058 semantic_segmentation INFO: Iters: 66010/150000 || Lr: 0.011867 || Task Loss: 0.4322 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:21 || Estimated Time: 1 day, 17:47:02
2023-07-25 19:37:56,608 semantic_segmentation INFO: Iters: 66020/150000 || Lr: 0.011866 || Task Loss: 0.8405 || KD Loss: 0.2412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:38 || Estimated Time: 1 day, 17:46:43
2023-07-25 19:38:13,664 semantic_segmentation INFO: Iters: 66030/150000 || Lr: 0.011865 || Task Loss: 0.6341 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:55 || Estimated Time: 1 day, 17:46:24
2023-07-25 19:38:30,956 semantic_segmentation INFO: Iters: 66040/150000 || Lr: 0.011864 || Task Loss: 0.5977 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:13 || Estimated Time: 1 day, 17:46:06
2023-07-25 19:38:48,028 semantic_segmentation INFO: Iters: 66050/150000 || Lr: 0.011862 || Task Loss: 0.4387 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:30 || Estimated Time: 1 day, 17:45:47
2023-07-25 19:39:05,174 semantic_segmentation INFO: Iters: 66060/150000 || Lr: 0.011861 || Task Loss: 0.8055 || KD Loss: 0.2500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:47 || Estimated Time: 1 day, 17:45:28
2023-07-25 19:39:22,606 semantic_segmentation INFO: Iters: 66070/150000 || Lr: 0.011860 || Task Loss: 0.4834 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:04 || Estimated Time: 1 day, 17:45:09
2023-07-25 19:39:39,619 semantic_segmentation INFO: Iters: 66080/150000 || Lr: 0.011859 || Task Loss: 0.5911 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2441|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:21 || Estimated Time: 1 day, 17:44:50
2023-07-25 19:39:56,804 semantic_segmentation INFO: Iters: 66090/150000 || Lr: 0.011857 || Task Loss: 0.8603 || KD Loss: 0.4354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:39 || Estimated Time: 1 day, 17:44:31
2023-07-25 19:40:14,440 semantic_segmentation INFO: Iters: 66100/150000 || Lr: 0.011856 || Task Loss: 0.7204 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:56 || Estimated Time: 1 day, 17:44:13
2023-07-25 19:40:31,453 semantic_segmentation INFO: Iters: 66110/150000 || Lr: 0.011855 || Task Loss: 0.5421 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:13 || Estimated Time: 1 day, 17:43:54
2023-07-25 19:40:48,580 semantic_segmentation INFO: Iters: 66120/150000 || Lr: 0.011853 || Task Loss: 0.6175 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:30 || Estimated Time: 1 day, 17:43:35
2023-07-25 19:41:05,630 semantic_segmentation INFO: Iters: 66130/150000 || Lr: 0.011852 || Task Loss: 0.5928 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:47 || Estimated Time: 1 day, 17:43:16
2023-07-25 19:41:23,109 semantic_segmentation INFO: Iters: 66140/150000 || Lr: 0.011851 || Task Loss: 0.6479 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:05 || Estimated Time: 1 day, 17:42:58
2023-07-25 19:41:40,188 semantic_segmentation INFO: Iters: 66150/150000 || Lr: 0.011850 || Task Loss: 0.7659 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:22 || Estimated Time: 1 day, 17:42:39
2023-07-25 19:41:57,405 semantic_segmentation INFO: Iters: 66160/150000 || Lr: 0.011848 || Task Loss: 0.7546 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:39 || Estimated Time: 1 day, 17:42:20
2023-07-25 19:42:14,588 semantic_segmentation INFO: Iters: 66170/150000 || Lr: 0.011847 || Task Loss: 0.8401 || KD Loss: 0.2563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:56 || Estimated Time: 1 day, 17:42:01
2023-07-25 19:42:31,667 semantic_segmentation INFO: Iters: 66180/150000 || Lr: 0.011846 || Task Loss: 0.5373 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:55:13 || Estimated Time: 1 day, 17:41:42
2023-07-25 19:42:48,727 semantic_segmentation INFO: Iters: 66190/150000 || Lr: 0.011845 || Task Loss: 0.5064 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:55:31 || Estimated Time: 1 day, 17:41:23
2023-07-25 19:43:05,848 semantic_segmentation INFO: Iters: 66200/150000 || Lr: 0.011843 || Task Loss: 0.5690 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:55:48 || Estimated Time: 1 day, 17:41:04
2023-07-25 19:43:22,923 semantic_segmentation INFO: Iters: 66210/150000 || Lr: 0.011842 || Task Loss: 0.7468 || KD Loss: 0.2706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:05 || Estimated Time: 1 day, 17:40:45
2023-07-25 19:43:40,072 semantic_segmentation INFO: Iters: 66220/150000 || Lr: 0.011841 || Task Loss: 0.5976 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:22 || Estimated Time: 1 day, 17:40:26
2023-07-25 19:43:57,278 semantic_segmentation INFO: Iters: 66230/150000 || Lr: 0.011839 || Task Loss: 0.4498 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:39 || Estimated Time: 1 day, 17:40:08
2023-07-25 19:44:14,407 semantic_segmentation INFO: Iters: 66240/150000 || Lr: 0.011838 || Task Loss: 0.5233 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:56 || Estimated Time: 1 day, 17:39:49
2023-07-25 19:44:31,456 semantic_segmentation INFO: Iters: 66250/150000 || Lr: 0.011837 || Task Loss: 0.6949 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:13 || Estimated Time: 1 day, 17:39:30
2023-07-25 19:44:48,932 semantic_segmentation INFO: Iters: 66260/150000 || Lr: 0.011836 || Task Loss: 0.5731 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:31 || Estimated Time: 1 day, 17:39:11
2023-07-25 19:45:05,943 semantic_segmentation INFO: Iters: 66270/150000 || Lr: 0.011834 || Task Loss: 0.4745 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:48 || Estimated Time: 1 day, 17:38:52
2023-07-25 19:45:22,941 semantic_segmentation INFO: Iters: 66280/150000 || Lr: 0.011833 || Task Loss: 0.5325 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:05 || Estimated Time: 1 day, 17:38:33
2023-07-25 19:45:40,232 semantic_segmentation INFO: Iters: 66290/150000 || Lr: 0.011832 || Task Loss: 0.4711 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:22 || Estimated Time: 1 day, 17:38:15
2023-07-25 19:45:57,763 semantic_segmentation INFO: Iters: 66300/150000 || Lr: 0.011831 || Task Loss: 0.6270 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:40 || Estimated Time: 1 day, 17:37:56
2023-07-25 19:46:14,785 semantic_segmentation INFO: Iters: 66310/150000 || Lr: 0.011829 || Task Loss: 0.5325 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:57 || Estimated Time: 1 day, 17:37:37
2023-07-25 19:46:31,786 semantic_segmentation INFO: Iters: 66320/150000 || Lr: 0.011828 || Task Loss: 0.6664 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:59:14 || Estimated Time: 1 day, 17:37:18
2023-07-25 19:46:48,949 semantic_segmentation INFO: Iters: 66330/150000 || Lr: 0.011827 || Task Loss: 0.4590 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:59:31 || Estimated Time: 1 day, 17:36:59
2023-07-25 19:47:06,062 semantic_segmentation INFO: Iters: 66340/150000 || Lr: 0.011825 || Task Loss: 0.7231 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:59:48 || Estimated Time: 1 day, 17:36:40
2023-07-25 19:47:23,293 semantic_segmentation INFO: Iters: 66350/150000 || Lr: 0.011824 || Task Loss: 0.4311 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:05 || Estimated Time: 1 day, 17:36:22
2023-07-25 19:47:40,347 semantic_segmentation INFO: Iters: 66360/150000 || Lr: 0.011823 || Task Loss: 0.4005 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:22 || Estimated Time: 1 day, 17:36:03
2023-07-25 19:47:57,493 semantic_segmentation INFO: Iters: 66370/150000 || Lr: 0.011822 || Task Loss: 0.4979 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:39 || Estimated Time: 1 day, 17:35:44
2023-07-25 19:48:14,702 semantic_segmentation INFO: Iters: 66380/150000 || Lr: 0.011820 || Task Loss: 0.7931 || KD Loss: 0.2334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:56 || Estimated Time: 1 day, 17:35:25
2023-07-25 19:48:31,714 semantic_segmentation INFO: Iters: 66390/150000 || Lr: 0.011819 || Task Loss: 0.5623 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:01:13 || Estimated Time: 1 day, 17:35:06
2023-07-25 19:48:48,773 semantic_segmentation INFO: Iters: 66400/150000 || Lr: 0.011818 || Task Loss: 0.3852 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:01:31 || Estimated Time: 1 day, 17:34:47
2023-07-25 19:48:48,896 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:48:49,291 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.942, mIoU: 0.079
2023-07-25 19:48:49,307 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.122
2023-07-25 19:48:49,319 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.146
2023-07-25 19:48:49,333 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.146
2023-07-25 19:48:49,347 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.216
2023-07-25 19:48:49,359 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.940, mIoU: 0.261
2023-07-25 19:48:49,373 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.930, mIoU: 0.289
2023-07-25 19:48:49,387 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.293
2023-07-25 19:48:49,399 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.926, mIoU: 0.298
2023-07-25 19:48:49,413 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.919, mIoU: 0.341
2023-07-25 19:48:49,427 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.890, mIoU: 0.341
2023-07-25 19:48:49,442 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.899, mIoU: 0.383
2023-07-25 19:48:49,454 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.863, mIoU: 0.334
2023-07-25 19:48:49,468 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.866, mIoU: 0.323
2023-07-25 19:48:49,482 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.858, mIoU: 0.306
2023-07-25 19:48:49,494 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.302
2023-07-25 19:48:49,505 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.857, mIoU: 0.290
2023-07-25 19:48:49,517 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.851, mIoU: 0.285
2023-07-25 19:48:49,531 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.857, mIoU: 0.295
2023-07-25 19:48:49,546 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.861, mIoU: 0.331
2023-07-25 19:48:49,561 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.868, mIoU: 0.336
2023-07-25 19:48:49,576 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.871, mIoU: 0.342
2023-07-25 19:48:49,590 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.356
2023-07-25 19:48:49,606 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.870, mIoU: 0.362
2023-07-25 19:48:49,622 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.868, mIoU: 0.369
2023-07-25 19:48:49,635 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.867, mIoU: 0.374
2023-07-25 19:48:49,650 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.870, mIoU: 0.377
2023-07-25 19:48:49,661 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.872, mIoU: 0.376
2023-07-25 19:48:49,676 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.869, mIoU: 0.369
2023-07-25 19:48:49,690 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.874, mIoU: 0.369
2023-07-25 19:48:49,704 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.877, mIoU: 0.371
2023-07-25 19:48:49,719 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.881, mIoU: 0.371
2023-07-25 19:48:49,733 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.884, mIoU: 0.378
2023-07-25 19:48:49,748 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.885, mIoU: 0.375
2023-07-25 19:48:49,762 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.403
2023-07-25 19:48:49,777 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.880, mIoU: 0.404
2023-07-25 19:48:49,789 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.394
2023-07-25 19:48:49,802 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.883, mIoU: 0.439
2023-07-25 19:48:49,818 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.883, mIoU: 0.445
2023-07-25 19:48:49,831 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.442
2023-07-25 19:48:49,844 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.873, mIoU: 0.434
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2023-07-25 19:48:49,873 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.871, mIoU: 0.432
2023-07-25 19:48:49,886 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.432
2023-07-25 19:48:49,900 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.873, mIoU: 0.440
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2023-07-25 19:48:49,928 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.878, mIoU: 0.449
2023-07-25 19:48:49,941 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.879, mIoU: 0.450
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2023-07-25 19:48:49,971 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.878, mIoU: 0.447
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2023-07-25 19:48:50,001 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.880, mIoU: 0.444
2023-07-25 19:48:50,015 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.882, mIoU: 0.441
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2023-07-25 19:48:50,105 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.447
2023-07-25 19:48:50,120 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.882, mIoU: 0.487
2023-07-25 19:48:50,133 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.882, mIoU: 0.469
2023-07-25 19:48:50,149 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.881, mIoU: 0.464
2023-07-25 19:48:50,162 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.883, mIoU: 0.464
2023-07-25 19:48:50,180 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.884, mIoU: 0.471
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2023-07-25 19:48:50,209 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.886, mIoU: 0.471
2023-07-25 19:48:50,224 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.888, mIoU: 0.473
2023-07-25 19:48:50,238 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.889, mIoU: 0.517
2023-07-25 19:48:50,253 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.890, mIoU: 0.519
2023-07-25 19:48:50,269 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.888, mIoU: 0.518
2023-07-25 19:48:50,285 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 19:48:50,298 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.889, mIoU: 0.537
2023-07-25 19:48:50,313 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.888, mIoU: 0.531
2023-07-25 19:48:50,329 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.890, mIoU: 0.530
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2023-07-25 19:48:50,359 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.889, mIoU: 0.524
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2023-07-25 19:48:50,475 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.882, mIoU: 0.512
2023-07-25 19:48:50,491 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.880, mIoU: 0.505
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2023-07-25 19:48:51,113 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.878, mIoU: 0.512
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2023-07-25 19:48:55,698 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.883, mIoU: 0.519
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2023-07-25 19:48:55,816 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 19:48:55,831 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-25 19:48:55,846 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.882, mIoU: 0.515
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2023-07-25 19:48:55,887 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.882, mIoU: 0.516
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2023-07-25 19:48:55,912 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.882, mIoU: 0.513
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2023-07-25 19:48:55,941 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.882, mIoU: 0.514
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2023-07-25 19:48:55,988 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.881, mIoU: 0.511
2023-07-25 19:48:56,004 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.880, mIoU: 0.511
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2023-07-25 19:48:56,092 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.882, mIoU: 0.516
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2023-07-25 19:48:56,123 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.882, mIoU: 0.517
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2023-07-25 19:48:56,181 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.882, mIoU: 0.520
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2023-07-25 19:48:56,280 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.883, mIoU: 0.521
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2023-07-25 19:48:56,309 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.883, mIoU: 0.523
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2023-07-25 19:48:56,332 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.884, mIoU: 0.524
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2023-07-25 19:48:56,448 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.885, mIoU: 0.529
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2023-07-25 19:48:56,559 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.886, mIoU: 0.531
2023-07-25 19:48:56,572 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.886, mIoU: 0.531
2023-07-25 19:48:56,588 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.886, mIoU: 0.532
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2023-07-25 19:48:56,619 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.886, mIoU: 0.533
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2023-07-25 19:48:56,692 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.886, mIoU: 0.530
2023-07-25 19:48:56,706 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.886, mIoU: 0.530
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2023-07-25 19:48:56,942 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 19:48:56,982 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 19:48:57,063 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 19:48:57,109 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:57,124 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 19:48:57,139 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:57,152 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:57,166 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:57,181 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.887, mIoU: 0.541
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2023-07-25 19:48:57,211 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:57,224 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:57,237 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:57,252 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:57,266 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:57,282 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-25 19:48:57,342 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.886, mIoU: 0.540
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2023-07-25 19:48:57,371 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 19:48:57,399 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 19:48:57,430 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:48:57,446 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.887, mIoU: 0.542
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2023-07-25 19:48:57,522 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 19:48:57,532 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:57,547 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:57,563 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:57,575 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.886, mIoU: 0.541
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2023-07-25 19:48:57,833 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 19:48:57,894 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.886, mIoU: 0.537
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2023-07-25 19:48:58,252 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 19:48:58,565 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.884, mIoU: 0.530
2023-07-25 19:48:58,580 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 19:48:58,596 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 19:48:58,611 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-25 19:48:58,626 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,640 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,655 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,669 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,684 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,699 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,714 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,729 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.885, mIoU: 0.533
2023-07-25 19:48:58,743 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,758 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,771 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,786 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-25 19:48:58,802 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.885, mIoU: 0.534
2023-07-25 19:48:58,816 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,829 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,844 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,860 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,876 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,889 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 19:48:58,904 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-25 19:48:58,920 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 19:48:58,936 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 19:48:58,949 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 19:48:58,963 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:58,971 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:58,986 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:59,001 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,016 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,032 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,047 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,062 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:59,077 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,092 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 19:48:59,105 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,119 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 19:48:59,133 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 19:48:59,148 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:59,163 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,175 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 19:48:59,188 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 19:48:59,201 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:59,215 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 19:48:59,229 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,242 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:48:59,255 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:48:59,270 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:59,286 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:59,297 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.886, mIoU: 0.540
2023-07-25 19:48:59,311 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:48:59,325 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:48:59,336 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:48:59,352 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:48:59,367 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,382 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,397 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,412 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,427 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,440 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,457 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-25 19:48:59,472 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,489 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,504 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 19:48:59,519 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,535 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,548 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:59,561 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,574 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:59,589 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:59,605 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,618 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,631 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,646 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,660 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,675 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,690 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:59,705 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:48:59,718 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,733 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:48:59,746 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,760 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,775 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,789 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,805 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,818 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,834 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,850 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,864 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,877 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,893 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,909 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,925 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,941 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-25 19:48:59,953 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,967 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-25 19:48:59,981 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 19:48:59,995 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 19:49:00,010 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:00,027 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,040 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,055 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,068 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,083 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,098 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,111 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:00,124 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:49:00,139 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:49:00,154 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:49:00,167 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,182 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:49:00,197 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,211 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,224 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,239 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,254 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,271 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,284 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,299 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,312 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,328 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,341 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,354 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,370 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,385 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,398 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,413 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,429 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,445 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,462 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,476 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,488 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,503 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,517 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,530 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 19:49:00,543 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,559 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:00,572 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,585 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,600 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,616 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,631 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,647 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,661 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,674 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,690 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,706 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:00,721 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:49:00,737 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 19:49:00,750 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 19:49:00,764 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:00,776 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:00,792 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:00,808 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:00,822 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,837 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,848 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,862 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,877 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,893 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:00,906 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:00,922 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:00,935 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:00,951 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:00,964 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,979 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:00,993 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 19:49:01,008 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 19:49:01,023 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-25 19:49:01,036 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:01,052 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,067 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,081 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,096 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,111 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,126 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,141 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:01,155 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:01,169 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:01,184 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,197 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,210 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,223 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,239 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,252 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:01,269 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:01,284 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,295 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,310 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,326 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,340 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,353 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,369 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,383 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:01,396 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:01,410 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:01,426 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:01,440 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 19:49:01,454 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:01,466 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:01,484 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,500 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,515 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,529 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:01,545 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,560 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-25 19:49:01,576 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:01,591 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:01,605 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 19:49:01,620 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:49:01,634 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 19:49:01,649 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-25 19:49:01,663 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,675 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,690 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,703 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,718 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,732 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,747 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,761 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,775 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,789 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,803 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:49:01,818 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:49:01,832 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 19:49:01,847 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,862 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,872 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,886 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,899 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,913 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 19:49:01,928 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:01,943 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:01,957 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,971 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:01,986 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:02,000 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-25 19:49:02,015 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,031 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,043 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,059 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,075 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,090 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,103 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,119 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,134 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,149 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,162 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,178 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,193 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,206 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,221 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,236 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,249 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,263 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,276 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,291 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,305 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,320 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 19:49:02,335 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,350 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,365 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,378 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,391 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 19:49:02,406 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,419 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,432 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,447 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,463 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,478 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:02,495 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,509 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,522 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,539 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,554 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:02,568 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,583 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,596 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,613 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,627 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,644 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,659 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,674 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,684 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,701 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,717 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,730 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,745 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,760 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,775 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,789 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 19:49:02,804 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:02,819 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:02,834 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:02,849 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,864 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:02,881 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:02,897 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,910 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,925 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,940 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,954 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:02,967 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,982 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:02,998 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,012 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,020 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,033 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,046 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,059 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,070 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,086 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,101 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,116 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 19:49:03,129 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,142 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,157 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,168 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,184 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 19:49:03,198 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,213 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,229 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,244 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 19:49:03,260 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,271 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,284 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,299 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,314 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,328 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,343 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,356 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,365 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,376 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,389 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,400 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,415 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,427 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,442 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:03,457 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:03,472 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:03,485 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:03,500 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:03,515 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:03,530 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-25 19:49:03,546 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,559 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,574 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,589 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,604 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,617 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,630 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,645 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,658 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,674 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-25 19:49:03,687 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 19:49:03,702 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 19:49:03,718 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,736 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,752 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,765 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,781 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 19:49:03,796 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,811 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,827 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:03,840 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 19:49:03,853 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:03,869 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:03,884 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:03,899 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 19:49:03,913 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,928 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:03,943 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 19:49:03,958 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,972 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,985 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:03,999 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.892, mIoU: 0.548
2023-07-25 19:49:04,009 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 19:49:04,022 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:04,037 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:04,048 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,062 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 19:49:04,077 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 19:49:04,091 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,106 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,122 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,137 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,152 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,165 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.890, mIoU: 0.543
2023-07-25 19:49:04,180 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 19:49:04,193 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 19:49:04,208 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-25 19:49:04,223 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,236 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,251 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,264 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,279 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,294 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,309 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,324 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,339 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,352 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,364 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.891, mIoU: 0.544
2023-07-25 19:49:04,380 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 19:49:04,393 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 19:49:04,406 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 19:49:04,422 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,437 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,452 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,465 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,478 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,493 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,509 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,525 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 19:49:04,538 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,552 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,567 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,583 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,599 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,614 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,630 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,645 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:04,660 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,675 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:04,691 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-25 19:49:04,706 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,721 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 19:49:04,748 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 19:49:04,778 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-25 19:49:04,805 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-25 19:49:04,820 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.890, mIoU: 0.547
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2023-07-25 19:49:04,862 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:04,877 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:04,891 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:04,906 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 19:49:04,921 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.890, mIoU: 0.547
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2023-07-25 19:49:05,106 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:05,121 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 19:49:05,135 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.889, mIoU: 0.545
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2023-07-25 19:49:05,178 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 19:49:05,193 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.890, mIoU: 0.545
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2023-07-25 19:49:05,268 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.890, mIoU: 0.546
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2023-07-25 19:49:05,600 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 19:49:05,616 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 19:49:05,629 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.889, mIoU: 0.545
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2023-07-25 19:49:06,997 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 19:49:07,011 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 19:49:07,026 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 19:49:07,041 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 19:49:07,054 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 19:49:07,068 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:07,084 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 19:49:07,099 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 19:49:07,115 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:07,128 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:07,142 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:07,157 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:07,172 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,186 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,200 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:07,215 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,230 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,245 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,260 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,275 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,291 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,304 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,318 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,333 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,346 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,361 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,376 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,391 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,406 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,420 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:07,435 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,450 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,464 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,479 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:07,494 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,510 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,524 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,540 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,555 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,569 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,582 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,597 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,613 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,626 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,641 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,657 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,672 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,687 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,702 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,716 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,731 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,744 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,757 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,770 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,784 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:07,797 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,813 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,828 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,842 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,855 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,870 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,882 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,897 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,912 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,928 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,943 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,958 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,972 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:07,987 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,002 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:08,015 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:08,031 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 19:49:08,046 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,062 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,075 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,090 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,105 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,119 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,134 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,147 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,161 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,176 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,191 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,206 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,219 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,235 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:08,250 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,265 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,280 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,295 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,310 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,326 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,336 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,351 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,364 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,378 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,395 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,410 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,425 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,438 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,451 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,465 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,480 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:08,495 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,510 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,524 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,537 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,552 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,567 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,581 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,596 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,611 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,624 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,639 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,651 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,667 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,682 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:08,697 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,712 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,725 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,739 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,753 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 19:49:08,768 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,782 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,795 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,808 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,823 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:08,839 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,854 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,867 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,882 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,899 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,914 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,929 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,945 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,953 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,968 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,981 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:08,994 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:09,009 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:09,025 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 19:49:09,039 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:09,055 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:09,070 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:09,085 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-25 19:49:09,101 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:09,114 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-25 19:49:09,128 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,145 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,159 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,175 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,190 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,207 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,220 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,235 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,250 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,265 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,278 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,292 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,307 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:09,322 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.887, mIoU: 0.543
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2023-07-25 19:49:09,352 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:09,367 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:09,382 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:09,397 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:09,410 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.886, mIoU: 0.540
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2023-07-25 19:49:09,468 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 19:49:09,498 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,511 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,526 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 19:49:09,615 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,628 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,643 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,656 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,672 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,687 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-25 19:49:09,702 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,717 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,732 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,746 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.886, mIoU: 0.539
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2023-07-25 19:49:09,770 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,783 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,798 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,813 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,828 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,842 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,854 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,864 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,880 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,895 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,910 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-25 19:49:09,923 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:09,937 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:09,952 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:09,965 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:09,980 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:09,994 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,008 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,023 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,036 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,051 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,066 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,081 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,094 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,109 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,125 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-25 19:49:10,140 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:10,156 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:10,168 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:10,183 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:10,198 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.887, mIoU: 0.541
2023-07-25 19:49:10,215 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 19:49:26,989 semantic_segmentation INFO: Iters: 66410/150000 || Lr: 0.011817 || Task Loss: 0.6675 || KD Loss: 0.1949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:09 || Estimated Time: 1 day, 17:34:55
2023-07-25 19:49:44,056 semantic_segmentation INFO: Iters: 66420/150000 || Lr: 0.011815 || Task Loss: 0.5918 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:26 || Estimated Time: 1 day, 17:34:36
2023-07-25 19:50:01,247 semantic_segmentation INFO: Iters: 66430/150000 || Lr: 0.011814 || Task Loss: 0.5184 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:43 || Estimated Time: 1 day, 17:34:17
2023-07-25 19:50:18,174 semantic_segmentation INFO: Iters: 66440/150000 || Lr: 0.011813 || Task Loss: 0.3458 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:00 || Estimated Time: 1 day, 17:33:58
2023-07-25 19:50:35,320 semantic_segmentation INFO: Iters: 66450/150000 || Lr: 0.011811 || Task Loss: 0.3939 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:17 || Estimated Time: 1 day, 17:33:39
2023-07-25 19:50:52,528 semantic_segmentation INFO: Iters: 66460/150000 || Lr: 0.011810 || Task Loss: 0.5859 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:34 || Estimated Time: 1 day, 17:33:20
2023-07-25 19:51:09,586 semantic_segmentation INFO: Iters: 66470/150000 || Lr: 0.011809 || Task Loss: 0.6139 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:51 || Estimated Time: 1 day, 17:33:01
2023-07-25 19:51:26,658 semantic_segmentation INFO: Iters: 66480/150000 || Lr: 0.011808 || Task Loss: 0.4228 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:08 || Estimated Time: 1 day, 17:32:42
2023-07-25 19:51:43,786 semantic_segmentation INFO: Iters: 66490/150000 || Lr: 0.011806 || Task Loss: 0.6560 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:26 || Estimated Time: 1 day, 17:32:23
2023-07-25 19:52:00,971 semantic_segmentation INFO: Iters: 66500/150000 || Lr: 0.011805 || Task Loss: 0.5167 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:43 || Estimated Time: 1 day, 17:32:04
2023-07-25 19:52:18,062 semantic_segmentation INFO: Iters: 66510/150000 || Lr: 0.011804 || Task Loss: 0.3855 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:00 || Estimated Time: 1 day, 17:31:45
2023-07-25 19:52:35,197 semantic_segmentation INFO: Iters: 66520/150000 || Lr: 0.011803 || Task Loss: 0.5874 || KD Loss: 0.1655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:17 || Estimated Time: 1 day, 17:31:27
2023-07-25 19:52:52,523 semantic_segmentation INFO: Iters: 66530/150000 || Lr: 0.011801 || Task Loss: 0.4955 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:34 || Estimated Time: 1 day, 17:31:08
2023-07-25 19:53:09,473 semantic_segmentation INFO: Iters: 66540/150000 || Lr: 0.011800 || Task Loss: 0.5206 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:51 || Estimated Time: 1 day, 17:30:49
2023-07-25 19:53:26,570 semantic_segmentation INFO: Iters: 66550/150000 || Lr: 0.011799 || Task Loss: 0.6214 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:08 || Estimated Time: 1 day, 17:30:30
2023-07-25 19:53:43,570 semantic_segmentation INFO: Iters: 66560/150000 || Lr: 0.011797 || Task Loss: 0.7467 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:25 || Estimated Time: 1 day, 17:30:11
2023-07-25 19:54:00,640 semantic_segmentation INFO: Iters: 66570/150000 || Lr: 0.011796 || Task Loss: 0.4291 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:42 || Estimated Time: 1 day, 17:29:52
2023-07-25 19:54:17,786 semantic_segmentation INFO: Iters: 66580/150000 || Lr: 0.011795 || Task Loss: 0.5102 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:00 || Estimated Time: 1 day, 17:29:33
2023-07-25 19:54:34,852 semantic_segmentation INFO: Iters: 66590/150000 || Lr: 0.011794 || Task Loss: 0.5636 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:17 || Estimated Time: 1 day, 17:29:14
2023-07-25 19:54:51,947 semantic_segmentation INFO: Iters: 66600/150000 || Lr: 0.011792 || Task Loss: 0.5299 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:34 || Estimated Time: 1 day, 17:28:55
2023-07-25 19:55:08,979 semantic_segmentation INFO: Iters: 66610/150000 || Lr: 0.011791 || Task Loss: 0.8511 || KD Loss: 0.2941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:51 || Estimated Time: 1 day, 17:28:36
2023-07-25 19:55:26,593 semantic_segmentation INFO: Iters: 66620/150000 || Lr: 0.011790 || Task Loss: 0.6479 || KD Loss: 0.2326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:08 || Estimated Time: 1 day, 17:28:18
2023-07-25 19:55:43,472 semantic_segmentation INFO: Iters: 66630/150000 || Lr: 0.011789 || Task Loss: 0.5039 || KD Loss: 0.1537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:25 || Estimated Time: 1 day, 17:27:59
2023-07-25 19:56:00,845 semantic_segmentation INFO: Iters: 66640/150000 || Lr: 0.011787 || Task Loss: 0.8096 || KD Loss: 0.2264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:43 || Estimated Time: 1 day, 17:27:40
2023-07-25 19:56:17,847 semantic_segmentation INFO: Iters: 66650/150000 || Lr: 0.011786 || Task Loss: 0.7250 || KD Loss: 0.2268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:00 || Estimated Time: 1 day, 17:27:21
2023-07-25 19:56:35,347 semantic_segmentation INFO: Iters: 66660/150000 || Lr: 0.011785 || Task Loss: 0.5717 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:17 || Estimated Time: 1 day, 17:27:03
2023-07-25 19:56:52,334 semantic_segmentation INFO: Iters: 66670/150000 || Lr: 0.011783 || Task Loss: 1.0134 || KD Loss: 0.3623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:34 || Estimated Time: 1 day, 17:26:44
2023-07-25 19:57:09,669 semantic_segmentation INFO: Iters: 66680/150000 || Lr: 0.011782 || Task Loss: 0.6982 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:51 || Estimated Time: 1 day, 17:26:25
2023-07-25 19:57:26,597 semantic_segmentation INFO: Iters: 66690/150000 || Lr: 0.011781 || Task Loss: 0.8319 || KD Loss: 0.3135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:08 || Estimated Time: 1 day, 17:26:06
2023-07-25 19:57:43,671 semantic_segmentation INFO: Iters: 66700/150000 || Lr: 0.011780 || Task Loss: 0.6511 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:25 || Estimated Time: 1 day, 17:25:47
2023-07-25 19:58:00,731 semantic_segmentation INFO: Iters: 66710/150000 || Lr: 0.011778 || Task Loss: 0.4541 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:43 || Estimated Time: 1 day, 17:25:28
2023-07-25 19:58:17,826 semantic_segmentation INFO: Iters: 66720/150000 || Lr: 0.011777 || Task Loss: 0.4815 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:00 || Estimated Time: 1 day, 17:25:09
2023-07-25 19:58:34,808 semantic_segmentation INFO: Iters: 66730/150000 || Lr: 0.011776 || Task Loss: 0.6346 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:17 || Estimated Time: 1 day, 17:24:50
2023-07-25 19:58:52,334 semantic_segmentation INFO: Iters: 66740/150000 || Lr: 0.011775 || Task Loss: 0.6190 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:34 || Estimated Time: 1 day, 17:24:32
2023-07-25 19:59:09,409 semantic_segmentation INFO: Iters: 66750/150000 || Lr: 0.011773 || Task Loss: 0.4376 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:51 || Estimated Time: 1 day, 17:24:13
2023-07-25 19:59:26,458 semantic_segmentation INFO: Iters: 66760/150000 || Lr: 0.011772 || Task Loss: 0.3980 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:08 || Estimated Time: 1 day, 17:23:54
2023-07-25 19:59:43,423 semantic_segmentation INFO: Iters: 66770/150000 || Lr: 0.011771 || Task Loss: 0.6193 || KD Loss: 0.1802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:25 || Estimated Time: 1 day, 17:23:35
2023-07-25 20:00:00,405 semantic_segmentation INFO: Iters: 66780/150000 || Lr: 0.011769 || Task Loss: 0.6073 || KD Loss: 0.1360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:42 || Estimated Time: 1 day, 17:23:16
2023-07-25 20:00:17,476 semantic_segmentation INFO: Iters: 66790/150000 || Lr: 0.011768 || Task Loss: 0.6437 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:59 || Estimated Time: 1 day, 17:22:57
2023-07-25 20:00:34,876 semantic_segmentation INFO: Iters: 66800/150000 || Lr: 0.011767 || Task Loss: 0.6697 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:17 || Estimated Time: 1 day, 17:22:38
2023-07-25 20:00:51,994 semantic_segmentation INFO: Iters: 66810/150000 || Lr: 0.011766 || Task Loss: 0.6511 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:34 || Estimated Time: 1 day, 17:22:19
2023-07-25 20:01:09,006 semantic_segmentation INFO: Iters: 66820/150000 || Lr: 0.011764 || Task Loss: 0.4871 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:51 || Estimated Time: 1 day, 17:22:00
2023-07-25 20:01:26,001 semantic_segmentation INFO: Iters: 66830/150000 || Lr: 0.011763 || Task Loss: 0.5667 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:08 || Estimated Time: 1 day, 17:21:41
2023-07-25 20:01:42,989 semantic_segmentation INFO: Iters: 66840/150000 || Lr: 0.011762 || Task Loss: 0.6234 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:25 || Estimated Time: 1 day, 17:21:22
2023-07-25 20:02:00,096 semantic_segmentation INFO: Iters: 66850/150000 || Lr: 0.011761 || Task Loss: 0.5827 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:42 || Estimated Time: 1 day, 17:21:03
2023-07-25 20:02:17,277 semantic_segmentation INFO: Iters: 66860/150000 || Lr: 0.011759 || Task Loss: 0.4588 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:59 || Estimated Time: 1 day, 17:20:44
2023-07-25 20:02:34,355 semantic_segmentation INFO: Iters: 66870/150000 || Lr: 0.011758 || Task Loss: 0.6718 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:15:16 || Estimated Time: 1 day, 17:20:26
2023-07-25 20:02:51,907 semantic_segmentation INFO: Iters: 66880/150000 || Lr: 0.011757 || Task Loss: 0.3878 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:15:34 || Estimated Time: 1 day, 17:20:07
2023-07-25 20:03:08,774 semantic_segmentation INFO: Iters: 66890/150000 || Lr: 0.011755 || Task Loss: 0.6780 || KD Loss: 0.2230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:15:51 || Estimated Time: 1 day, 17:19:48
2023-07-25 20:03:25,816 semantic_segmentation INFO: Iters: 66900/150000 || Lr: 0.011754 || Task Loss: 0.3314 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:08 || Estimated Time: 1 day, 17:19:29
2023-07-25 20:03:42,816 semantic_segmentation INFO: Iters: 66910/150000 || Lr: 0.011753 || Task Loss: 0.4835 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:25 || Estimated Time: 1 day, 17:19:10
2023-07-25 20:04:00,094 semantic_segmentation INFO: Iters: 66920/150000 || Lr: 0.011752 || Task Loss: 0.4812 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:42 || Estimated Time: 1 day, 17:18:51
2023-07-25 20:04:17,218 semantic_segmentation INFO: Iters: 66930/150000 || Lr: 0.011750 || Task Loss: 0.6205 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:59 || Estimated Time: 1 day, 17:18:33
2023-07-25 20:04:34,616 semantic_segmentation INFO: Iters: 66940/150000 || Lr: 0.011749 || Task Loss: 0.4834 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:16 || Estimated Time: 1 day, 17:18:14
2023-07-25 20:04:51,643 semantic_segmentation INFO: Iters: 66950/150000 || Lr: 0.011748 || Task Loss: 0.4431 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:33 || Estimated Time: 1 day, 17:17:55
2023-07-25 20:05:09,013 semantic_segmentation INFO: Iters: 66960/150000 || Lr: 0.011747 || Task Loss: 0.4204 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:51 || Estimated Time: 1 day, 17:17:36
2023-07-25 20:05:25,966 semantic_segmentation INFO: Iters: 66970/150000 || Lr: 0.011745 || Task Loss: 0.4294 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:18:08 || Estimated Time: 1 day, 17:17:17
2023-07-25 20:05:42,984 semantic_segmentation INFO: Iters: 66980/150000 || Lr: 0.011744 || Task Loss: 0.6716 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:18:25 || Estimated Time: 1 day, 17:16:58
2023-07-25 20:06:00,227 semantic_segmentation INFO: Iters: 66990/150000 || Lr: 0.011743 || Task Loss: 0.3791 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:18:42 || Estimated Time: 1 day, 17:16:40
2023-07-25 20:06:17,644 semantic_segmentation INFO: Iters: 67000/150000 || Lr: 0.011741 || Task Loss: 0.3714 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:18:59 || Estimated Time: 1 day, 17:16:21
2023-07-25 20:06:34,638 semantic_segmentation INFO: Iters: 67010/150000 || Lr: 0.011740 || Task Loss: 0.6784 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:16 || Estimated Time: 1 day, 17:16:02
2023-07-25 20:06:51,724 semantic_segmentation INFO: Iters: 67020/150000 || Lr: 0.011739 || Task Loss: 0.4477 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:34 || Estimated Time: 1 day, 17:15:43
2023-07-25 20:07:08,945 semantic_segmentation INFO: Iters: 67030/150000 || Lr: 0.011738 || Task Loss: 0.5637 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:51 || Estimated Time: 1 day, 17:15:24
2023-07-25 20:07:26,111 semantic_segmentation INFO: Iters: 67040/150000 || Lr: 0.011736 || Task Loss: 0.6064 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:08 || Estimated Time: 1 day, 17:15:06
2023-07-25 20:07:43,181 semantic_segmentation INFO: Iters: 67050/150000 || Lr: 0.011735 || Task Loss: 0.6768 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:25 || Estimated Time: 1 day, 17:14:47
2023-07-25 20:08:00,228 semantic_segmentation INFO: Iters: 67060/150000 || Lr: 0.011734 || Task Loss: 0.6797 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:42 || Estimated Time: 1 day, 17:14:28
2023-07-25 20:08:17,311 semantic_segmentation INFO: Iters: 67070/150000 || Lr: 0.011733 || Task Loss: 0.5071 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:59 || Estimated Time: 1 day, 17:14:09
2023-07-25 20:08:34,613 semantic_segmentation INFO: Iters: 67080/150000 || Lr: 0.011731 || Task Loss: 0.5632 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:16 || Estimated Time: 1 day, 17:13:50
2023-07-25 20:08:51,608 semantic_segmentation INFO: Iters: 67090/150000 || Lr: 0.011730 || Task Loss: 0.4461 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:33 || Estimated Time: 1 day, 17:13:31
2023-07-25 20:09:08,644 semantic_segmentation INFO: Iters: 67100/150000 || Lr: 0.011729 || Task Loss: 0.5498 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:50 || Estimated Time: 1 day, 17:13:12
2023-07-25 20:09:25,910 semantic_segmentation INFO: Iters: 67110/150000 || Lr: 0.011727 || Task Loss: 0.4234 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:08 || Estimated Time: 1 day, 17:12:54
2023-07-25 20:09:42,982 semantic_segmentation INFO: Iters: 67120/150000 || Lr: 0.011726 || Task Loss: 0.6125 || KD Loss: 0.2252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:25 || Estimated Time: 1 day, 17:12:35
2023-07-25 20:10:00,051 semantic_segmentation INFO: Iters: 67130/150000 || Lr: 0.011725 || Task Loss: 0.4522 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:42 || Estimated Time: 1 day, 17:12:16
2023-07-25 20:10:17,045 semantic_segmentation INFO: Iters: 67140/150000 || Lr: 0.011724 || Task Loss: 0.4398 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:59 || Estimated Time: 1 day, 17:11:57
2023-07-25 20:10:34,038 semantic_segmentation INFO: Iters: 67150/150000 || Lr: 0.011722 || Task Loss: 0.5552 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:16 || Estimated Time: 1 day, 17:11:38
2023-07-25 20:10:51,108 semantic_segmentation INFO: Iters: 67160/150000 || Lr: 0.011721 || Task Loss: 0.4533 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:33 || Estimated Time: 1 day, 17:11:19
2023-07-25 20:11:08,043 semantic_segmentation INFO: Iters: 67170/150000 || Lr: 0.011720 || Task Loss: 0.6888 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:50 || Estimated Time: 1 day, 17:11:00
2023-07-25 20:11:25,099 semantic_segmentation INFO: Iters: 67180/150000 || Lr: 0.011719 || Task Loss: 0.4765 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:07 || Estimated Time: 1 day, 17:10:41
2023-07-25 20:11:42,389 semantic_segmentation INFO: Iters: 67190/150000 || Lr: 0.011717 || Task Loss: 0.4048 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:24 || Estimated Time: 1 day, 17:10:22
2023-07-25 20:11:59,779 semantic_segmentation INFO: Iters: 67200/150000 || Lr: 0.011716 || Task Loss: 0.5090 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:42 || Estimated Time: 1 day, 17:10:04
2023-07-25 20:11:59,994 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:12:00,376 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.085
2023-07-25 20:12:00,391 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.123
2023-07-25 20:12:00,411 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.944, mIoU: 0.140
2023-07-25 20:12:00,424 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.142
2023-07-25 20:12:00,437 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.209
2023-07-25 20:12:00,449 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.255
2023-07-25 20:12:00,463 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.294
2023-07-25 20:12:00,476 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.300
2023-07-25 20:12:00,488 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.945, mIoU: 0.337
2023-07-25 20:12:00,502 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.374
2023-07-25 20:12:00,515 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.374
2023-07-25 20:12:00,530 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.929, mIoU: 0.421
2023-07-25 20:12:00,542 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.403
2023-07-25 20:12:00,556 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.395
2023-07-25 20:12:00,570 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.913, mIoU: 0.376
2023-07-25 20:12:00,582 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.372
2023-07-25 20:12:00,592 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.370
2023-07-25 20:12:00,604 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.364
2023-07-25 20:12:00,618 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.374
2023-07-25 20:12:00,634 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.413
2023-07-25 20:12:00,648 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.417
2023-07-25 20:12:00,662 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.428
2023-07-25 20:12:00,676 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.459
2023-07-25 20:12:00,692 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.462
2023-07-25 20:12:00,707 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.460
2023-07-25 20:12:00,721 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.911, mIoU: 0.463
2023-07-25 20:12:00,735 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.912, mIoU: 0.463
2023-07-25 20:12:00,747 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.462
2023-07-25 20:12:00,762 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.451
2023-07-25 20:12:00,777 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.451
2023-07-25 20:12:00,790 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.452
2023-07-25 20:12:00,806 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.451
2023-07-25 20:12:00,820 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.459
2023-07-25 20:12:00,834 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.458
2023-07-25 20:12:00,849 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.491
2023-07-25 20:12:00,863 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.492
2023-07-25 20:12:00,876 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.491
2023-07-25 20:12:00,888 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.532
2023-07-25 20:12:00,904 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.510
2023-07-25 20:12:00,916 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.508
2023-07-25 20:12:00,929 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.533
2023-07-25 20:12:00,944 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.920, mIoU: 0.532
2023-07-25 20:12:00,958 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.918, mIoU: 0.528
2023-07-25 20:12:00,971 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.918, mIoU: 0.528
2023-07-25 20:12:00,986 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.534
2023-07-25 20:12:01,001 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.536
2023-07-25 20:12:01,014 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.543
2023-07-25 20:12:01,027 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.543
2023-07-25 20:12:01,041 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.545
2023-07-25 20:12:01,057 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.540
2023-07-25 20:12:01,072 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.541
2023-07-25 20:12:01,087 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.540
2023-07-25 20:12:01,100 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.537
2023-07-25 20:12:01,116 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.536
2023-07-25 20:12:01,131 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.541
2023-07-25 20:12:01,143 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.918, mIoU: 0.537
2023-07-25 20:12:01,159 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.537
2023-07-25 20:12:01,177 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.536
2023-07-25 20:12:01,190 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.537
2023-07-25 20:12:01,206 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-25 20:12:01,220 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.553
2023-07-25 20:12:01,235 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-25 20:12:01,248 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.548
2023-07-25 20:12:01,267 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.553
2023-07-25 20:12:01,280 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.555
2023-07-25 20:12:01,296 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.555
2023-07-25 20:12:01,311 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.556
2023-07-25 20:12:01,325 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.595
2023-07-25 20:12:01,341 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.595
2023-07-25 20:12:01,356 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.592
2023-07-25 20:12:01,371 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.915, mIoU: 0.613
2023-07-25 20:12:01,384 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.915, mIoU: 0.613
2023-07-25 20:12:01,399 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.605
2023-07-25 20:12:01,414 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.915, mIoU: 0.603
2023-07-25 20:12:01,429 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.606
2023-07-25 20:12:01,444 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.915, mIoU: 0.599
2023-07-25 20:12:01,459 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.595
2023-07-25 20:12:01,468 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.594
2023-07-25 20:12:01,483 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-25 20:12:01,499 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-25 20:12:01,512 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 20:12:01,527 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 20:12:01,542 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 20:12:01,557 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-25 20:12:01,572 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-25 20:12:01,587 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-25 20:12:01,602 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.903, mIoU: 0.578
2023-07-25 20:12:01,617 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-25 20:12:01,632 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 20:12:01,645 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 20:12:01,660 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-25 20:12:01,676 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-25 20:12:01,691 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 20:12:01,706 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-25 20:12:01,721 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-25 20:12:01,736 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 20:12:01,749 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 20:12:01,762 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 20:12:01,778 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 20:12:01,791 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 20:12:01,806 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 20:12:01,820 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 20:12:01,833 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 20:12:01,848 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 20:12:01,863 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-25 20:12:01,875 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 20:12:01,890 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 20:12:01,905 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 20:12:01,918 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 20:12:01,931 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-25 20:12:01,944 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 20:12:01,957 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 20:12:01,972 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 20:12:01,987 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 20:12:02,002 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 20:12:02,015 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 20:12:02,028 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 20:12:02,044 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 20:12:02,057 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 20:12:02,071 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-25 20:12:02,087 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 20:12:02,100 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.592
2023-07-25 20:12:02,114 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-25 20:12:02,129 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-25 20:12:02,145 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.908, mIoU: 0.590
2023-07-25 20:12:02,153 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-25 20:12:02,165 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.908, mIoU: 0.591
2023-07-25 20:12:02,180 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.903, mIoU: 0.578
2023-07-25 20:12:02,189 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.903, mIoU: 0.579
2023-07-25 20:12:02,202 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-25 20:12:02,217 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.904, mIoU: 0.582
2023-07-25 20:12:02,232 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.905, mIoU: 0.584
2023-07-25 20:12:02,245 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.905, mIoU: 0.585
2023-07-25 20:12:02,260 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-25 20:12:02,273 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.906, mIoU: 0.587
2023-07-25 20:12:02,286 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.906, mIoU: 0.587
2023-07-25 20:12:02,301 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-25 20:12:02,314 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-25 20:12:02,329 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.904, mIoU: 0.582
2023-07-25 20:12:02,342 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-25 20:12:02,356 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 20:12:02,372 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.905, mIoU: 0.584
2023-07-25 20:12:02,387 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-25 20:12:02,403 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-25 20:12:02,419 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 20:12:02,433 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.906, mIoU: 0.588
2023-07-25 20:12:02,449 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-25 20:12:02,463 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-25 20:12:02,474 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 20:12:02,489 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 20:12:02,504 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 20:12:02,517 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 20:12:02,532 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 20:12:02,545 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 20:12:02,558 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 20:12:02,573 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-25 20:12:02,588 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-25 20:12:02,604 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 20:12:02,619 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 20:12:02,634 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 20:12:02,649 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 20:12:02,664 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 20:12:02,677 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 20:12:02,693 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 20:12:02,706 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 20:12:02,719 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 20:12:02,731 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 20:12:02,746 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 20:12:02,761 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-25 20:12:02,776 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-25 20:12:02,791 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-25 20:12:02,805 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-25 20:12:02,821 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.904, mIoU: 0.586
2023-07-25 20:12:02,836 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 20:12:02,852 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-25 20:12:02,867 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-25 20:12:02,881 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-25 20:12:02,894 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-25 20:12:02,909 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-25 20:12:02,923 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-25 20:12:02,939 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-25 20:12:02,952 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.904, mIoU: 0.581
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2023-07-25 20:12:07,273 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 20:12:07,288 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.561
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2023-07-25 20:12:07,317 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.894, mIoU: 0.564
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2023-07-25 20:12:07,382 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.895, mIoU: 0.566
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2023-07-25 20:12:07,715 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.896, mIoU: 0.572
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2023-07-25 20:12:07,745 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.575
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2023-07-25 20:12:07,775 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 20:12:07,928 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-25 20:12:08,694 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.897, mIoU: 0.584
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2023-07-25 20:12:08,725 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:08,739 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,754 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,767 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:08,782 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:08,798 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 20:12:08,811 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:08,825 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:08,840 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:08,855 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,869 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,884 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:08,895 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,910 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:08,925 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:08,939 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:08,954 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:08,970 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:08,981 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:08,996 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,011 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,027 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,040 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,055 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:09,069 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:09,085 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:09,099 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:09,115 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:12:09,130 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,145 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,160 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,175 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:09,188 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:09,203 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,218 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,233 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,246 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,261 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,275 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,290 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 20:12:09,305 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:09,321 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:09,336 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:09,351 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:12:09,366 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:09,381 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:09,395 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-25 20:12:09,409 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:09,424 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:09,442 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 20:12:09,457 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:09,472 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,482 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,495 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,510 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,523 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,537 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,550 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,563 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,578 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,595 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,610 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,625 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,638 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,652 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,665 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,679 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,694 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,709 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,724 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:09,738 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,753 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,767 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:09,782 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,796 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:09,809 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:09,823 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:09,837 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:09,852 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 20:12:09,880 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:09,894 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:09,910 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:09,925 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:09,938 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:09,951 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:09,959 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:09,973 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:09,989 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:10,004 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:10,019 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:10,034 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:10,049 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:10,064 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:10,079 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,091 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,106 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,120 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,134 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,149 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,161 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,174 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,187 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 20:12:10,201 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:10,214 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:10,228 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:10,241 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:10,255 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:10,271 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:10,283 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,297 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,310 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,321 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,336 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,351 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,366 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,381 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,396 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,411 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:10,423 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:10,438 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:10,453 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:10,470 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:10,485 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:10,499 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,514 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,527 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:10,540 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,552 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:10,567 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,583 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,596 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,609 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,624 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,638 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,653 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:10,668 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:10,683 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,696 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,711 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,723 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,737 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,752 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,766 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,783 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,796 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,812 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,829 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,842 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,855 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,871 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,887 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,902 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:12:10,918 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,930 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,943 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,958 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:12:10,971 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:10,986 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:11,002 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,015 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,030 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,043 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,057 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,072 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,084 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,097 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,111 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,126 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,139 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,153 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,168 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,182 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,195 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,211 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:11,226 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,244 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,257 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,272 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,285 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,301 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,314 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,328 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,343 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,358 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,371 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,386 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,401 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,416 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,432 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,444 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,456 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,470 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,483 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,495 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,507 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,522 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,535 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,547 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,561 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,576 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,591 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,606 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,620 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,633 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,648 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,663 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,678 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,692 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:11,705 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,717 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,729 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,744 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,760 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,774 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,788 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:11,799 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,813 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,828 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,843 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:12:11,856 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:12:11,871 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:12:11,884 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,899 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:11,913 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,928 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,941 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:12:11,956 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,971 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:12:11,984 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:12,000 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:12,015 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:12:12,030 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,045 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,060 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,075 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,090 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,104 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,119 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,134 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,147 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,160 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,173 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,189 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,203 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,220 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,235 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,247 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,262 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,279 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,294 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,308 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,323 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,338 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,352 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,366 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,382 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,397 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,411 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,422 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,439 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:12:12,454 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:12,469 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:12,482 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:12,496 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:12:12,511 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:12:12,526 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:12,541 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,554 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,569 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,582 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,597 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,611 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,624 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,640 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,654 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,669 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,685 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,700 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,715 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,730 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,745 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,760 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,776 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,791 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,807 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,821 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,831 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,845 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,858 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,873 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,888 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,904 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:12,917 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,931 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:12,946 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,960 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,976 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:12,991 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:13,004 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:13,019 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:13,034 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,049 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,062 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,077 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,092 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,107 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,120 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,135 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,150 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,163 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,177 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,191 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,204 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,218 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,231 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,246 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,261 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,276 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:13,291 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,306 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,321 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,334 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,347 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,362 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,375 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,388 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,403 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:13,418 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,433 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,449 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,462 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,475 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,491 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,505 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,518 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,533 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,546 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,561 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,575 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,591 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,606 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,620 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:13,629 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,645 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,661 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,674 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,689 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,705 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,720 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,734 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,749 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,764 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,780 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,796 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,811 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:12:13,828 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,844 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,856 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,871 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,885 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,899 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:12:13,912 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,926 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,941 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,955 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,963 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,975 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:13,988 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,000 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,011 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,025 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,039 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,054 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,066 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,079 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,094 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,105 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,120 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,133 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,149 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:14,164 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:14,179 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:14,194 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,205 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,218 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,233 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,248 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,263 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,278 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,291 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,302 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,313 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,327 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,338 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,353 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,366 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,381 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:12:14,397 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,412 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,426 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 20:12:14,441 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,456 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,471 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,487 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,502 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,516 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,532 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,548 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 20:12:14,561 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:14,574 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,589 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,602 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,618 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,631 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,646 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:14,661 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,679 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,695 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,708 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,724 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,739 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:14,754 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:14,769 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 20:12:14,783 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 20:12:14,796 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 20:12:14,811 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 20:12:14,826 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 20:12:14,841 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 20:12:14,856 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 20:12:14,871 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,887 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,901 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,916 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,929 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,944 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,954 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,967 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,982 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 20:12:14,994 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 20:12:15,008 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 20:12:15,023 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,038 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,053 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,069 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,084 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,100 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,112 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,129 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,142 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,157 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,173 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,186 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,202 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,215 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,230 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,246 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,261 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,276 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,291 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,304 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,316 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,331 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 20:12:15,344 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,357 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,372 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,386 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,401 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,413 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,426 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,441 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,456 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,471 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,483 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,496 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,511 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,525 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,540 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,555 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,569 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,584 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,597 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,612 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 20:12:15,627 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 20:12:15,641 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,655 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,669 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 20:12:15,682 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,696 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 20:12:15,711 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,727 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,739 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,754 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 20:12:15,768 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,784 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:15,797 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 20:12:15,812 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,827 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,841 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,856 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,871 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,886 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,899 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,914 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,930 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,943 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:15,958 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:15,971 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:15,980 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:15,995 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:16,011 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:16,024 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:16,039 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,054 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,067 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:16,080 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:12:16,095 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,110 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,124 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,141 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,155 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,172 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,186 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,199 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,214 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,228 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,243 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,255 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,267 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,282 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,297 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:12:16,312 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-25 20:12:16,341 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-25 20:12:16,371 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,384 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,400 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:16,415 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-25 20:12:16,823 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-25 20:12:16,961 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:16,976 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:16,992 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-25 20:12:17,022 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-25 20:12:17,078 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.899, mIoU: 0.589
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2023-07-25 20:12:17,105 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.899, mIoU: 0.588
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2023-07-25 20:12:17,189 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:17,204 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 20:12:17,219 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:17,231 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:17,245 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:17,259 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 20:12:17,271 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 20:12:17,286 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.898, mIoU: 0.587
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2023-07-25 20:12:17,360 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,375 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 20:12:17,390 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,403 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,417 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.898, mIoU: 0.587
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2023-07-25 20:12:17,489 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-25 20:12:17,520 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,535 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,547 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,562 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,578 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-25 20:12:17,633 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,643 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,658 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 20:12:17,673 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 20:12:17,687 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,699 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,712 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,726 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 20:12:17,739 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:17,754 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.897, mIoU: 0.584
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2023-07-25 20:12:17,795 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:17,808 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:17,823 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 20:12:17,838 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.897, mIoU: 0.583
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2023-07-25 20:12:17,867 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,883 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,896 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,911 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,925 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,940 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.897, mIoU: 0.581
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2023-07-25 20:12:17,968 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:17,981 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 20:12:17,997 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 20:12:18,012 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.897, mIoU: 0.582
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2023-07-25 20:12:18,054 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.896, mIoU: 0.580
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2023-07-25 20:12:18,083 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 20:12:18,169 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,184 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:18,199 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,212 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,227 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,241 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,254 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,269 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 20:12:18,299 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:18,314 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,329 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:18,343 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:18,358 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:18,372 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:18,387 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:18,402 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 20:12:18,432 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:18,448 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:18,463 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:18,476 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:18,489 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 20:12:18,651 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 20:12:18,735 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:18,748 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 20:12:18,760 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 20:12:19,173 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 20:12:19,739 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,752 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,767 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,784 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,799 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,814 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 20:12:19,829 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,836 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,851 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,864 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,877 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,891 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,906 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 20:12:19,920 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:19,935 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:19,950 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:19,965 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:19,980 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:19,992 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,007 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,024 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,039 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,054 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,069 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,085 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,099 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,113 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,128 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,143 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,156 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,169 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:20,184 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:20,199 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:20,214 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 20:12:20,229 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,244 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,259 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,274 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,287 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,302 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,316 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,331 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,347 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,362 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,378 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,391 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,406 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,421 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,436 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,451 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,466 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,481 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,496 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,509 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,523 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,536 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,551 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,565 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,579 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,594 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,610 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,624 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,634 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,649 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,663 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,678 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 20:12:20,693 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,708 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,723 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,735 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,745 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,762 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,777 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,793 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,806 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,820 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,835 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,848 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,862 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:20,877 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,891 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,905 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,917 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,932 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:20,946 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 20:12:20,960 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 20:12:20,973 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 20:12:20,987 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 20:12:21,001 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 20:12:21,016 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:21,032 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:21,045 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:21,060 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:21,075 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 20:12:21,092 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 20:12:37,844 semantic_segmentation INFO: Iters: 67210/150000 || Lr: 0.011715 || Task Loss: 0.6210 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:20 || Estimated Time: 1 day, 17:10:10
2023-07-25 20:12:54,739 semantic_segmentation INFO: Iters: 67220/150000 || Lr: 0.011713 || Task Loss: 0.6166 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:37 || Estimated Time: 1 day, 17:09:51
2023-07-25 20:13:11,751 semantic_segmentation INFO: Iters: 67230/150000 || Lr: 0.011712 || Task Loss: 0.5409 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:54 || Estimated Time: 1 day, 17:09:32
2023-07-25 20:13:28,734 semantic_segmentation INFO: Iters: 67240/150000 || Lr: 0.011711 || Task Loss: 0.7294 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:11 || Estimated Time: 1 day, 17:09:13
2023-07-25 20:13:45,795 semantic_segmentation INFO: Iters: 67250/150000 || Lr: 0.011710 || Task Loss: 0.6458 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:28 || Estimated Time: 1 day, 17:08:54
2023-07-25 20:14:03,009 semantic_segmentation INFO: Iters: 67260/150000 || Lr: 0.011708 || Task Loss: 0.6370 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:45 || Estimated Time: 1 day, 17:08:36
2023-07-25 20:14:19,946 semantic_segmentation INFO: Iters: 67270/150000 || Lr: 0.011707 || Task Loss: 0.3030 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:02 || Estimated Time: 1 day, 17:08:16
2023-07-25 20:14:37,207 semantic_segmentation INFO: Iters: 67280/150000 || Lr: 0.011706 || Task Loss: 0.5579 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:19 || Estimated Time: 1 day, 17:07:58
2023-07-25 20:14:54,277 semantic_segmentation INFO: Iters: 67290/150000 || Lr: 0.011705 || Task Loss: 0.6318 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:36 || Estimated Time: 1 day, 17:07:39
2023-07-25 20:15:11,289 semantic_segmentation INFO: Iters: 67300/150000 || Lr: 0.011703 || Task Loss: 0.6757 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2451|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:53 || Estimated Time: 1 day, 17:07:20
2023-07-25 20:15:28,253 semantic_segmentation INFO: Iters: 67310/150000 || Lr: 0.011702 || Task Loss: 0.8051 || KD Loss: 0.2951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:10 || Estimated Time: 1 day, 17:07:01
2023-07-25 20:15:45,306 semantic_segmentation INFO: Iters: 67320/150000 || Lr: 0.011701 || Task Loss: 0.6827 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:27 || Estimated Time: 1 day, 17:06:42
2023-07-25 20:16:02,555 semantic_segmentation INFO: Iters: 67330/150000 || Lr: 0.011699 || Task Loss: 0.5313 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:44 || Estimated Time: 1 day, 17:06:23
2023-07-25 20:16:19,534 semantic_segmentation INFO: Iters: 67340/150000 || Lr: 0.011698 || Task Loss: 0.6900 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:01 || Estimated Time: 1 day, 17:06:04
2023-07-25 20:16:36,579 semantic_segmentation INFO: Iters: 67350/150000 || Lr: 0.011697 || Task Loss: 0.4021 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:18 || Estimated Time: 1 day, 17:05:45
2023-07-25 20:16:53,768 semantic_segmentation INFO: Iters: 67360/150000 || Lr: 0.011696 || Task Loss: 0.6131 || KD Loss: 0.2280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:36 || Estimated Time: 1 day, 17:05:26
2023-07-25 20:17:10,752 semantic_segmentation INFO: Iters: 67370/150000 || Lr: 0.011694 || Task Loss: 0.4654 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:53 || Estimated Time: 1 day, 17:05:07
2023-07-25 20:17:27,803 semantic_segmentation INFO: Iters: 67380/150000 || Lr: 0.011693 || Task Loss: 0.4545 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:10 || Estimated Time: 1 day, 17:04:48
2023-07-25 20:17:44,896 semantic_segmentation INFO: Iters: 67390/150000 || Lr: 0.011692 || Task Loss: 0.5568 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:27 || Estimated Time: 1 day, 17:04:30
2023-07-25 20:18:01,911 semantic_segmentation INFO: Iters: 67400/150000 || Lr: 0.011691 || Task Loss: 0.7982 || KD Loss: 0.2485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2373|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:44 || Estimated Time: 1 day, 17:04:11
2023-07-25 20:18:19,270 semantic_segmentation INFO: Iters: 67410/150000 || Lr: 0.011689 || Task Loss: 0.5704 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:01 || Estimated Time: 1 day, 17:03:52
2023-07-25 20:18:36,273 semantic_segmentation INFO: Iters: 67420/150000 || Lr: 0.011688 || Task Loss: 0.4635 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:18 || Estimated Time: 1 day, 17:03:33
2023-07-25 20:18:53,196 semantic_segmentation INFO: Iters: 67430/150000 || Lr: 0.011687 || Task Loss: 0.6106 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:35 || Estimated Time: 1 day, 17:03:14
2023-07-25 20:19:10,201 semantic_segmentation INFO: Iters: 67440/150000 || Lr: 0.011685 || Task Loss: 0.6235 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:52 || Estimated Time: 1 day, 17:02:55
2023-07-25 20:19:27,192 semantic_segmentation INFO: Iters: 67450/150000 || Lr: 0.011684 || Task Loss: 0.4667 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:09 || Estimated Time: 1 day, 17:02:36
2023-07-25 20:19:44,276 semantic_segmentation INFO: Iters: 67460/150000 || Lr: 0.011683 || Task Loss: 0.6792 || KD Loss: 0.1938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:26 || Estimated Time: 1 day, 17:02:17
2023-07-25 20:20:01,290 semantic_segmentation INFO: Iters: 67470/150000 || Lr: 0.011682 || Task Loss: 0.5479 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:43 || Estimated Time: 1 day, 17:01:58
2023-07-25 20:20:18,356 semantic_segmentation INFO: Iters: 67480/150000 || Lr: 0.011680 || Task Loss: 0.5638 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:00 || Estimated Time: 1 day, 17:01:39
2023-07-25 20:20:35,532 semantic_segmentation INFO: Iters: 67490/150000 || Lr: 0.011679 || Task Loss: 0.4084 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:17 || Estimated Time: 1 day, 17:01:20
2023-07-25 20:20:52,582 semantic_segmentation INFO: Iters: 67500/150000 || Lr: 0.011678 || Task Loss: 0.5844 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2422|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:34 || Estimated Time: 1 day, 17:01:01
2023-07-25 20:21:09,522 semantic_segmentation INFO: Iters: 67510/150000 || Lr: 0.011677 || Task Loss: 0.3553 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:51 || Estimated Time: 1 day, 17:00:42
2023-07-25 20:21:26,539 semantic_segmentation INFO: Iters: 67520/150000 || Lr: 0.011675 || Task Loss: 0.5962 || KD Loss: 0.1829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:34:08 || Estimated Time: 1 day, 17:00:23
2023-07-25 20:21:43,477 semantic_segmentation INFO: Iters: 67530/150000 || Lr: 0.011674 || Task Loss: 0.4661 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:34:25 || Estimated Time: 1 day, 17:00:04
2023-07-25 20:22:00,418 semantic_segmentation INFO: Iters: 67540/150000 || Lr: 0.011673 || Task Loss: 0.4593 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:34:42 || Estimated Time: 1 day, 16:59:45
2023-07-25 20:22:17,499 semantic_segmentation INFO: Iters: 67550/150000 || Lr: 0.011671 || Task Loss: 0.3305 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:34:59 || Estimated Time: 1 day, 16:59:26
2023-07-25 20:22:34,746 semantic_segmentation INFO: Iters: 67560/150000 || Lr: 0.011670 || Task Loss: 0.5850 || KD Loss: 0.1055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:17 || Estimated Time: 1 day, 16:59:08
2023-07-25 20:22:51,720 semantic_segmentation INFO: Iters: 67570/150000 || Lr: 0.011669 || Task Loss: 0.7145 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:34 || Estimated Time: 1 day, 16:58:49
2023-07-25 20:23:08,670 semantic_segmentation INFO: Iters: 67580/150000 || Lr: 0.011668 || Task Loss: 0.9876 || KD Loss: 0.3118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:50 || Estimated Time: 1 day, 16:58:30
2023-07-25 20:23:25,715 semantic_segmentation INFO: Iters: 67590/150000 || Lr: 0.011666 || Task Loss: 0.3875 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:07 || Estimated Time: 1 day, 16:58:11
2023-07-25 20:23:42,651 semantic_segmentation INFO: Iters: 67600/150000 || Lr: 0.011665 || Task Loss: 0.5203 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:24 || Estimated Time: 1 day, 16:57:52
2023-07-25 20:23:59,613 semantic_segmentation INFO: Iters: 67610/150000 || Lr: 0.011664 || Task Loss: 0.6648 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:41 || Estimated Time: 1 day, 16:57:33
2023-07-25 20:24:16,639 semantic_segmentation INFO: Iters: 67620/150000 || Lr: 0.011663 || Task Loss: 0.5324 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:58 || Estimated Time: 1 day, 16:57:14
2023-07-25 20:24:33,773 semantic_segmentation INFO: Iters: 67630/150000 || Lr: 0.011661 || Task Loss: 0.6337 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:16 || Estimated Time: 1 day, 16:56:55
2023-07-25 20:24:50,782 semantic_segmentation INFO: Iters: 67640/150000 || Lr: 0.011660 || Task Loss: 0.6071 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:33 || Estimated Time: 1 day, 16:56:36
2023-07-25 20:25:08,025 semantic_segmentation INFO: Iters: 67650/150000 || Lr: 0.011659 || Task Loss: 0.4253 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:50 || Estimated Time: 1 day, 16:56:17
2023-07-25 20:25:24,901 semantic_segmentation INFO: Iters: 67660/150000 || Lr: 0.011657 || Task Loss: 0.5052 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:07 || Estimated Time: 1 day, 16:55:58
2023-07-25 20:25:41,865 semantic_segmentation INFO: Iters: 67670/150000 || Lr: 0.011656 || Task Loss: 0.6539 || KD Loss: 0.2298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:24 || Estimated Time: 1 day, 16:55:39
2023-07-25 20:25:58,871 semantic_segmentation INFO: Iters: 67680/150000 || Lr: 0.011655 || Task Loss: 0.6900 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:41 || Estimated Time: 1 day, 16:55:20
2023-07-25 20:26:15,851 semantic_segmentation INFO: Iters: 67690/150000 || Lr: 0.011654 || Task Loss: 0.6208 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:58 || Estimated Time: 1 day, 16:55:01
2023-07-25 20:26:32,781 semantic_segmentation INFO: Iters: 67700/150000 || Lr: 0.011652 || Task Loss: 0.5745 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:15 || Estimated Time: 1 day, 16:54:42
2023-07-25 20:26:49,789 semantic_segmentation INFO: Iters: 67710/150000 || Lr: 0.011651 || Task Loss: 0.5530 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:32 || Estimated Time: 1 day, 16:54:23
2023-07-25 20:27:06,897 semantic_segmentation INFO: Iters: 67720/150000 || Lr: 0.011650 || Task Loss: 0.7124 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:49 || Estimated Time: 1 day, 16:54:04
2023-07-25 20:27:23,900 semantic_segmentation INFO: Iters: 67730/150000 || Lr: 0.011648 || Task Loss: 0.6081 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:06 || Estimated Time: 1 day, 16:53:45
2023-07-25 20:27:40,972 semantic_segmentation INFO: Iters: 67740/150000 || Lr: 0.011647 || Task Loss: 0.5495 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:23 || Estimated Time: 1 day, 16:53:26
2023-07-25 20:27:58,060 semantic_segmentation INFO: Iters: 67750/150000 || Lr: 0.011646 || Task Loss: 0.6289 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:40 || Estimated Time: 1 day, 16:53:07
2023-07-25 20:28:15,114 semantic_segmentation INFO: Iters: 67760/150000 || Lr: 0.011645 || Task Loss: 0.7049 || KD Loss: 0.2846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:57 || Estimated Time: 1 day, 16:52:48
2023-07-25 20:28:32,100 semantic_segmentation INFO: Iters: 67770/150000 || Lr: 0.011643 || Task Loss: 0.6314 || KD Loss: 0.1835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:41:14 || Estimated Time: 1 day, 16:52:29
2023-07-25 20:28:49,112 semantic_segmentation INFO: Iters: 67780/150000 || Lr: 0.011642 || Task Loss: 0.3966 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:41:31 || Estimated Time: 1 day, 16:52:10
2023-07-25 20:29:06,094 semantic_segmentation INFO: Iters: 67790/150000 || Lr: 0.011641 || Task Loss: 0.4867 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:41:48 || Estimated Time: 1 day, 16:51:51
2023-07-25 20:29:23,115 semantic_segmentation INFO: Iters: 67800/150000 || Lr: 0.011640 || Task Loss: 0.5187 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:05 || Estimated Time: 1 day, 16:51:32
2023-07-25 20:29:40,052 semantic_segmentation INFO: Iters: 67810/150000 || Lr: 0.011638 || Task Loss: 1.0811 || KD Loss: 0.3273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:22 || Estimated Time: 1 day, 16:51:13
2023-07-25 20:29:57,027 semantic_segmentation INFO: Iters: 67820/150000 || Lr: 0.011637 || Task Loss: 0.7116 || KD Loss: 0.2712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:39 || Estimated Time: 1 day, 16:50:54
2023-07-25 20:30:14,324 semantic_segmentation INFO: Iters: 67830/150000 || Lr: 0.011636 || Task Loss: 0.7869 || KD Loss: 0.2623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:56 || Estimated Time: 1 day, 16:50:36
2023-07-25 20:30:31,302 semantic_segmentation INFO: Iters: 67840/150000 || Lr: 0.011634 || Task Loss: 0.4680 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:13 || Estimated Time: 1 day, 16:50:17
2023-07-25 20:30:48,295 semantic_segmentation INFO: Iters: 67850/150000 || Lr: 0.011633 || Task Loss: 0.6186 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:30 || Estimated Time: 1 day, 16:49:58
2023-07-25 20:31:05,246 semantic_segmentation INFO: Iters: 67860/150000 || Lr: 0.011632 || Task Loss: 0.4975 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:47 || Estimated Time: 1 day, 16:49:39
2023-07-25 20:31:22,234 semantic_segmentation INFO: Iters: 67870/150000 || Lr: 0.011631 || Task Loss: 1.2421 || KD Loss: 0.4488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:04 || Estimated Time: 1 day, 16:49:20
2023-07-25 20:31:39,296 semantic_segmentation INFO: Iters: 67880/150000 || Lr: 0.011629 || Task Loss: 0.6356 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:21 || Estimated Time: 1 day, 16:49:01
2023-07-25 20:31:56,360 semantic_segmentation INFO: Iters: 67890/150000 || Lr: 0.011628 || Task Loss: 0.4272 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:38 || Estimated Time: 1 day, 16:48:42
2023-07-25 20:32:13,496 semantic_segmentation INFO: Iters: 67900/150000 || Lr: 0.011627 || Task Loss: 0.4678 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:55 || Estimated Time: 1 day, 16:48:23
2023-07-25 20:32:30,563 semantic_segmentation INFO: Iters: 67910/150000 || Lr: 0.011626 || Task Loss: 0.5164 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:12 || Estimated Time: 1 day, 16:48:04
2023-07-25 20:32:47,576 semantic_segmentation INFO: Iters: 67920/150000 || Lr: 0.011624 || Task Loss: 0.6555 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:29 || Estimated Time: 1 day, 16:47:45
2023-07-25 20:33:04,838 semantic_segmentation INFO: Iters: 67930/150000 || Lr: 0.011623 || Task Loss: 0.4405 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:47 || Estimated Time: 1 day, 16:47:27
2023-07-25 20:33:21,845 semantic_segmentation INFO: Iters: 67940/150000 || Lr: 0.011622 || Task Loss: 0.5150 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:04 || Estimated Time: 1 day, 16:47:08
2023-07-25 20:33:38,885 semantic_segmentation INFO: Iters: 67950/150000 || Lr: 0.011620 || Task Loss: 0.5362 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:21 || Estimated Time: 1 day, 16:46:49
2023-07-25 20:33:55,894 semantic_segmentation INFO: Iters: 67960/150000 || Lr: 0.011619 || Task Loss: 0.6047 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:38 || Estimated Time: 1 day, 16:46:30
2023-07-25 20:34:13,043 semantic_segmentation INFO: Iters: 67970/150000 || Lr: 0.011618 || Task Loss: 0.5401 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:55 || Estimated Time: 1 day, 16:46:11
2023-07-25 20:34:29,883 semantic_segmentation INFO: Iters: 67980/150000 || Lr: 0.011617 || Task Loss: 0.3810 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:12 || Estimated Time: 1 day, 16:45:52
2023-07-25 20:34:46,894 semantic_segmentation INFO: Iters: 67990/150000 || Lr: 0.011615 || Task Loss: 0.5408 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:29 || Estimated Time: 1 day, 16:45:33
2023-07-25 20:35:03,906 semantic_segmentation INFO: Iters: 68000/150000 || Lr: 0.011614 || Task Loss: 0.4931 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:46 || Estimated Time: 1 day, 16:45:14
2023-07-25 20:35:04,031 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:35:04,419 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.090
2023-07-25 20:35:04,446 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.134
2023-07-25 20:35:04,458 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.138
2023-07-25 20:35:04,473 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.138
2023-07-25 20:35:04,486 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.206
2023-07-25 20:35:04,497 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.248
2023-07-25 20:35:04,511 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.281
2023-07-25 20:35:04,525 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.286
2023-07-25 20:35:04,537 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.930, mIoU: 0.276
2023-07-25 20:35:04,550 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.316
2023-07-25 20:35:04,564 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.908, mIoU: 0.318
2023-07-25 20:35:04,579 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.915, mIoU: 0.363
2023-07-25 20:35:04,591 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.880, mIoU: 0.307
2023-07-25 20:35:04,605 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.882, mIoU: 0.305
2023-07-25 20:35:04,619 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.875, mIoU: 0.289
2023-07-25 20:35:04,632 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.879, mIoU: 0.288
2023-07-25 20:35:04,644 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.880, mIoU: 0.287
2023-07-25 20:35:04,657 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.873, mIoU: 0.280
2023-07-25 20:35:04,671 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.877, mIoU: 0.289
2023-07-25 20:35:04,686 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.881, mIoU: 0.327
2023-07-25 20:35:04,701 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.885, mIoU: 0.333
2023-07-25 20:35:04,716 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.888, mIoU: 0.346
2023-07-25 20:35:04,730 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.884, mIoU: 0.372
2023-07-25 20:35:04,745 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.886, mIoU: 0.390
2023-07-25 20:35:04,760 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.889, mIoU: 0.400
2023-07-25 20:35:04,774 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.887, mIoU: 0.403
2023-07-25 20:35:04,788 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.888, mIoU: 0.400
2023-07-25 20:35:04,799 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.891, mIoU: 0.400
2023-07-25 20:35:04,814 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.887, mIoU: 0.390
2023-07-25 20:35:04,829 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.391
2023-07-25 20:35:04,843 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.394
2023-07-25 20:35:04,858 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.394
2023-07-25 20:35:04,872 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.401
2023-07-25 20:35:04,886 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.899, mIoU: 0.398
2023-07-25 20:35:04,901 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.436
2023-07-25 20:35:04,915 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.437
2023-07-25 20:35:04,928 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.434
2023-07-25 20:35:04,940 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.901, mIoU: 0.456
2023-07-25 20:35:04,956 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 20:35:04,968 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 20:35:04,981 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.898, mIoU: 0.470
2023-07-25 20:35:04,996 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.900, mIoU: 0.470
2023-07-25 20:35:05,011 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.896, mIoU: 0.465
2023-07-25 20:35:05,024 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.466
2023-07-25 20:35:05,039 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.896, mIoU: 0.470
2023-07-25 20:35:05,054 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-25 20:35:05,067 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.899, mIoU: 0.479
2023-07-25 20:35:05,080 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.899, mIoU: 0.479
2023-07-25 20:35:05,094 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.898, mIoU: 0.475
2023-07-25 20:35:05,110 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.897, mIoU: 0.472
2023-07-25 20:35:05,126 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.897, mIoU: 0.471
2023-07-25 20:35:05,141 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-25 20:35:05,154 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.900, mIoU: 0.468
2023-07-25 20:35:05,170 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.900, mIoU: 0.467
2023-07-25 20:35:05,185 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.899, mIoU: 0.468
2023-07-25 20:35:05,198 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-25 20:35:05,214 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.897, mIoU: 0.463
2023-07-25 20:35:05,231 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.899, mIoU: 0.462
2023-07-25 20:35:05,244 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.899, mIoU: 0.464
2023-07-25 20:35:05,260 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.892, mIoU: 0.479
2023-07-25 20:35:05,273 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.480
2023-07-25 20:35:05,288 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-25 20:35:05,301 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.894, mIoU: 0.478
2023-07-25 20:35:05,319 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.895, mIoU: 0.485
2023-07-25 20:35:05,332 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.896, mIoU: 0.499
2023-07-25 20:35:05,347 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.897, mIoU: 0.499
2023-07-25 20:35:05,362 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.898, mIoU: 0.500
2023-07-25 20:35:05,376 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.545
2023-07-25 20:35:05,391 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.545
2023-07-25 20:35:05,407 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-25 20:35:05,423 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-25 20:35:05,436 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 20:35:05,451 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-25 20:35:05,467 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-25 20:35:05,482 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 20:35:05,497 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.898, mIoU: 0.561
2023-07-25 20:35:05,512 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 20:35:05,521 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 20:35:05,537 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 20:35:05,553 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 20:35:05,566 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 20:35:05,581 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 20:35:05,596 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 20:35:05,612 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 20:35:05,628 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-25 20:35:05,643 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-25 20:35:05,658 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.889, mIoU: 0.540
2023-07-25 20:35:05,674 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.536
2023-07-25 20:35:05,689 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-25 20:35:05,702 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-25 20:35:05,718 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-25 20:35:05,734 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 20:35:05,749 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-25 20:35:05,765 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-25 20:35:05,780 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.565
2023-07-25 20:35:05,795 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-25 20:35:05,807 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-25 20:35:05,820 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 20:35:05,835 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-25 20:35:05,847 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-25 20:35:05,862 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 20:35:05,876 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 20:35:05,888 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 20:35:05,902 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 20:35:05,917 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 20:35:05,929 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 20:35:05,943 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 20:35:05,958 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 20:35:05,970 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 20:35:05,983 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 20:35:05,996 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 20:35:06,010 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 20:35:06,025 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.893, mIoU: 0.565
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2023-07-25 20:35:11,756 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.894, mIoU: 0.559
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2023-07-25 20:35:11,798 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.893, mIoU: 0.556
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2023-07-25 20:35:11,826 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 20:35:11,841 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-25 20:35:11,855 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.560
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2023-07-25 20:35:11,883 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 20:35:11,897 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 20:35:11,912 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 20:35:11,924 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 20:35:11,939 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-25 20:35:11,951 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:11,967 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:11,981 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:11,993 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:12,005 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:12,020 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,036 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,051 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,066 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 20:35:12,075 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 20:35:12,090 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 20:35:12,105 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,121 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,136 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,151 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 20:35:12,164 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 20:35:12,178 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,193 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,208 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,224 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,236 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,250 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,265 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,279 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,295 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,308 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,323 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:12,339 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:12,355 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:12,367 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,383 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,397 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 20:35:12,410 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,425 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,439 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 20:35:12,454 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-25 20:35:12,481 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:12,496 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:12,511 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:12,527 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 20:35:12,537 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:12,551 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:12,566 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,579 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,594 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,607 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:12,622 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,637 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,652 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-25 20:35:12,677 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,690 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,705 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,720 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:12,736 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,750 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,765 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:12,779 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:12,794 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:12,810 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:12,823 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:12,838 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-25 20:35:12,867 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.894, mIoU: 0.567
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2023-07-25 20:35:12,922 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.894, mIoU: 0.567
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2023-07-25 20:35:13,138 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:13,153 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:13,168 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:13,183 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 20:35:13,196 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 20:35:13,211 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:13,226 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:13,241 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:13,254 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:13,270 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:13,283 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:13,299 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 20:35:13,314 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:13,330 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:13,345 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:13,360 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 20:35:13,374 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 20:35:13,388 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:13,402 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 20:35:13,416 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 20:35:13,431 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 20:35:13,449 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 20:35:13,463 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.894, mIoU: 0.571
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2023-07-25 20:35:13,488 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 20:35:13,500 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-25 20:35:13,554 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:13,567 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 20:35:13,581 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 20:35:13,598 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.895, mIoU: 0.569
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2023-07-25 20:35:13,628 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-25 20:35:13,812 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-25 20:35:13,911 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.895, mIoU: 0.569
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2023-07-25 20:35:13,959 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-25 20:35:13,989 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.570
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2023-07-25 20:35:14,555 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,570 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,587 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,600 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,612 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,627 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,641 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,656 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,671 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,685 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,698 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,712 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,725 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,739 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,753 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,767 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,783 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,795 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,811 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,828 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,841 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,854 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 20:35:14,870 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 20:35:14,886 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,901 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,916 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 20:35:14,929 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 20:35:14,942 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 20:35:14,956 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 20:35:14,970 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 20:35:14,985 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:15,002 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,015 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,029 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,042 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,056 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,071 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,083 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,096 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,110 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,124 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,137 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,152 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,166 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,180 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,192 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,208 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,223 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,241 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,254 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,269 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,282 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,298 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,311 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,324 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,339 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,354 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,367 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,382 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,398 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:15,414 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:15,429 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:15,442 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:15,454 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:15,468 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,481 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,494 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,506 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,522 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:15,534 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:15,547 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:15,561 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,576 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,590 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,606 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,619 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,632 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,647 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,663 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,678 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:35:15,694 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:35:15,707 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:35:15,720 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,731 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,748 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,763 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,778 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:35:15,792 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 20:35:15,803 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,817 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,832 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,846 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,859 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,873 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,886 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:15,901 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,913 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,928 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:15,940 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:15,954 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:15,968 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:15,981 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:15,996 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:16,010 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,024 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,039 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:16,053 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,068 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:16,083 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:16,096 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,111 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,126 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,138 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,151 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,164 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,180 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:16,194 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,210 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,225 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,237 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,251 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,268 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:16,282 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,295 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,311 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,325 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,338 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,352 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,367 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,381 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,394 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,405 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,422 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,437 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,452 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,466 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,481 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 20:35:16,496 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,511 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:16,526 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,539 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,554 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,567 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,582 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,596 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,609 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,625 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,638 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:16,653 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,667 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,682 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,696 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,711 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,725 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,739 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,754 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,768 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,783 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,798 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:16,807 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,821 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,833 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,848 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,863 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,879 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,892 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,908 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,923 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,937 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,953 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,969 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:16,982 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:16,997 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,013 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,028 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,041 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,056 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,071 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,087 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,100 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,115 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,130 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,143 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,157 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,171 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,184 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,197 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:17,210 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:17,224 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:17,238 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:17,253 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,267 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,282 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,296 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 20:35:17,309 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 20:35:17,322 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,337 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,350 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,363 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:17,377 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 20:35:17,392 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,407 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,422 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,435 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:17,447 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,463 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:17,478 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:17,492 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,507 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,521 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,537 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,551 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,568 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,583 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,598 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,607 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,623 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,639 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,652 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,666 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,681 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,695 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,708 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,723 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,737 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,752 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,767 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,781 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,797 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,812 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,825 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,839 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,853 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,867 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 20:35:17,880 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,895 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 20:35:17,911 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,926 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,933 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,946 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,959 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,972 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,984 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 20:35:17,999 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:18,013 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:18,028 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 20:35:18,040 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:18,053 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:18,068 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:18,078 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:18,093 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 20:35:18,106 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:18,121 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,135 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,150 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,164 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,176 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,188 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,203 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,217 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,231 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,246 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,258 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,268 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,279 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,292 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,304 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,319 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:18,332 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:18,347 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 20:35:18,362 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,378 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:18,391 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,407 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,422 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:18,437 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,452 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,467 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,481 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,496 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,511 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:18,523 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:18,536 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,550 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,563 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,578 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,591 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,605 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,619 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,637 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,651 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,664 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,679 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,693 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,708 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,723 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,736 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,748 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,763 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,778 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,793 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-25 20:35:18,808 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,823 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,838 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 20:35:18,853 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,868 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,881 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,896 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,906 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,919 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,934 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 20:35:18,945 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,960 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:18,975 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-25 20:35:18,991 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,007 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,022 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,037 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,052 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 20:35:19,064 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,080 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,093 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,108 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,122 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,135 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,149 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,162 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,177 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,192 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,207 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,221 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,236 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,249 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,262 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,277 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,290 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,303 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-25 20:35:19,319 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:19,334 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-25 20:35:19,349 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:19,361 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 20:35:19,375 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,390 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,406 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,421 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,435 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,448 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,463 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,478 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,493 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,508 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,523 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,537 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 20:35:19,551 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,566 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,581 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 20:35:19,596 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 20:35:19,610 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,624 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,637 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,652 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,666 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,681 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,694 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,708 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,723 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,739 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,752 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,767 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,782 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,796 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,812 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,827 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,842 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,856 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:19,871 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:19,887 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,900 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,915 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,927 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 20:35:19,936 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:19,951 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,965 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 20:35:19,978 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 20:35:19,993 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:20,008 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 20:35:20,021 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 20:35:20,034 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.580
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2023-07-25 20:35:20,333 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-25 20:35:21,454 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:21,469 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-25 20:35:22,740 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,754 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,769 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,784 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,798 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,811 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,826 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:22,840 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,853 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,868 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,883 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,898 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,911 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,926 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:22,942 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:22,956 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:22,971 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:22,984 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:22,998 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,013 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,029 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,044 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,057 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,072 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,087 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,102 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,117 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 20:35:23,131 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,146 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,161 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,171 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,185 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,198 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,211 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 20:35:23,228 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,243 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,256 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,269 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,282 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,295 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,310 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,323 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,338 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,353 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,365 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,380 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,395 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,408 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,422 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,437 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,450 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,464 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,476 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,491 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,506 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 20:35:23,520 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,535 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,548 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,561 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,575 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 20:35:23,589 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,603 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,616 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,629 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,644 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,659 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,674 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,686 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,701 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,718 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,733 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,748 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,763 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,770 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,785 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,798 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,811 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,825 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,840 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 20:35:23,854 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,870 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,885 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,900 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 20:35:23,927 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 20:35:23,942 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-25 20:35:23,988 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,002 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,019 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,032 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,046 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,061 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-25 20:35:24,088 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,101 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,116 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,131 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,146 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:24,160 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,175 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,190 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,204 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,217 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,232 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,245 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,259 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,274 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,289 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,303 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,316 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,331 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,345 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 20:35:24,388 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 20:35:24,431 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 20:35:24,474 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,489 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,504 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,519 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,534 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,549 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 20:35:24,573 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,586 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,601 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,616 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,631 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,646 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,657 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,666 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,682 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,697 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,711 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,724 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,738 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,753 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,765 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,780 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,794 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,808 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,822 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 20:35:24,834 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,850 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,865 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,880 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,893 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,909 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,924 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,939 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,955 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,968 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,983 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:24,998 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 20:35:25,014 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 20:35:41,784 semantic_segmentation INFO: Iters: 68010/150000 || Lr: 0.011613 || Task Loss: 0.4917 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:48:24 || Estimated Time: 1 day, 16:45:20
2023-07-25 20:35:58,979 semantic_segmentation INFO: Iters: 68020/150000 || Lr: 0.011612 || Task Loss: 0.5391 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:48:41 || Estimated Time: 1 day, 16:45:01
2023-07-25 20:36:15,835 semantic_segmentation INFO: Iters: 68030/150000 || Lr: 0.011610 || Task Loss: 0.5704 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:48:58 || Estimated Time: 1 day, 16:44:42
2023-07-25 20:36:32,778 semantic_segmentation INFO: Iters: 68040/150000 || Lr: 0.011609 || Task Loss: 0.4728 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:15 || Estimated Time: 1 day, 16:44:23
2023-07-25 20:36:49,780 semantic_segmentation INFO: Iters: 68050/150000 || Lr: 0.011608 || Task Loss: 0.5218 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:32 || Estimated Time: 1 day, 16:44:04
2023-07-25 20:37:07,010 semantic_segmentation INFO: Iters: 68060/150000 || Lr: 0.011606 || Task Loss: 0.6973 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:49 || Estimated Time: 1 day, 16:43:45
2023-07-25 20:37:23,938 semantic_segmentation INFO: Iters: 68070/150000 || Lr: 0.011605 || Task Loss: 0.6836 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:06 || Estimated Time: 1 day, 16:43:27
2023-07-25 20:37:40,987 semantic_segmentation INFO: Iters: 68080/150000 || Lr: 0.011604 || Task Loss: 0.4946 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:23 || Estimated Time: 1 day, 16:43:08
2023-07-25 20:37:57,954 semantic_segmentation INFO: Iters: 68090/150000 || Lr: 0.011603 || Task Loss: 0.4200 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:40 || Estimated Time: 1 day, 16:42:49
2023-07-25 20:38:14,970 semantic_segmentation INFO: Iters: 68100/150000 || Lr: 0.011601 || Task Loss: 0.9583 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2438|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:57 || Estimated Time: 1 day, 16:42:30
2023-07-25 20:38:31,969 semantic_segmentation INFO: Iters: 68110/150000 || Lr: 0.011600 || Task Loss: 0.4909 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:14 || Estimated Time: 1 day, 16:42:11
2023-07-25 20:38:49,222 semantic_segmentation INFO: Iters: 68120/150000 || Lr: 0.011599 || Task Loss: 0.5629 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:31 || Estimated Time: 1 day, 16:41:52
2023-07-25 20:39:06,159 semantic_segmentation INFO: Iters: 68130/150000 || Lr: 0.011598 || Task Loss: 0.4905 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:48 || Estimated Time: 1 day, 16:41:33
2023-07-25 20:39:23,176 semantic_segmentation INFO: Iters: 68140/150000 || Lr: 0.011596 || Task Loss: 0.4694 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:05 || Estimated Time: 1 day, 16:41:14
2023-07-25 20:39:40,226 semantic_segmentation INFO: Iters: 68150/150000 || Lr: 0.011595 || Task Loss: 0.6603 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:22 || Estimated Time: 1 day, 16:40:55
2023-07-25 20:39:57,163 semantic_segmentation INFO: Iters: 68160/150000 || Lr: 0.011594 || Task Loss: 0.7971 || KD Loss: 0.2583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:39 || Estimated Time: 1 day, 16:40:36
2023-07-25 20:40:14,180 semantic_segmentation INFO: Iters: 68170/150000 || Lr: 0.011592 || Task Loss: 0.7053 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:56 || Estimated Time: 1 day, 16:40:17
2023-07-25 20:40:31,367 semantic_segmentation INFO: Iters: 68180/150000 || Lr: 0.011591 || Task Loss: 0.7678 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:13 || Estimated Time: 1 day, 16:39:58
2023-07-25 20:40:48,306 semantic_segmentation INFO: Iters: 68190/150000 || Lr: 0.011590 || Task Loss: 0.7166 || KD Loss: 0.2487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:30 || Estimated Time: 1 day, 16:39:39
2023-07-25 20:41:05,343 semantic_segmentation INFO: Iters: 68200/150000 || Lr: 0.011589 || Task Loss: 0.4106 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:47 || Estimated Time: 1 day, 16:39:20
2023-07-25 20:41:22,292 semantic_segmentation INFO: Iters: 68210/150000 || Lr: 0.011587 || Task Loss: 0.5097 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:04 || Estimated Time: 1 day, 16:39:01
2023-07-25 20:41:39,150 semantic_segmentation INFO: Iters: 68220/150000 || Lr: 0.011586 || Task Loss: 0.6993 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:21 || Estimated Time: 1 day, 16:38:42
2023-07-25 20:41:56,143 semantic_segmentation INFO: Iters: 68230/150000 || Lr: 0.011585 || Task Loss: 0.4286 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:38 || Estimated Time: 1 day, 16:38:23
2023-07-25 20:42:13,070 semantic_segmentation INFO: Iters: 68240/150000 || Lr: 0.011583 || Task Loss: 0.4357 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:55 || Estimated Time: 1 day, 16:38:04
2023-07-25 20:42:30,009 semantic_segmentation INFO: Iters: 68250/150000 || Lr: 0.011582 || Task Loss: 0.7557 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:12 || Estimated Time: 1 day, 16:37:45
2023-07-25 20:42:47,063 semantic_segmentation INFO: Iters: 68260/150000 || Lr: 0.011581 || Task Loss: 0.3991 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:29 || Estimated Time: 1 day, 16:37:26
2023-07-25 20:43:03,953 semantic_segmentation INFO: Iters: 68270/150000 || Lr: 0.011580 || Task Loss: 0.5133 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:46 || Estimated Time: 1 day, 16:37:07
2023-07-25 20:43:20,931 semantic_segmentation INFO: Iters: 68280/150000 || Lr: 0.011578 || Task Loss: 0.6626 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:03 || Estimated Time: 1 day, 16:36:48
2023-07-25 20:43:37,870 semantic_segmentation INFO: Iters: 68290/150000 || Lr: 0.011577 || Task Loss: 0.7325 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:20 || Estimated Time: 1 day, 16:36:29
2023-07-25 20:43:54,735 semantic_segmentation INFO: Iters: 68300/150000 || Lr: 0.011576 || Task Loss: 0.7268 || KD Loss: 0.1932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:37 || Estimated Time: 1 day, 16:36:10
2023-07-25 20:44:11,687 semantic_segmentation INFO: Iters: 68310/150000 || Lr: 0.011575 || Task Loss: 0.6291 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:53 || Estimated Time: 1 day, 16:35:51
2023-07-25 20:44:28,625 semantic_segmentation INFO: Iters: 68320/150000 || Lr: 0.011573 || Task Loss: 0.5588 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:10 || Estimated Time: 1 day, 16:35:32
2023-07-25 20:44:45,523 semantic_segmentation INFO: Iters: 68330/150000 || Lr: 0.011572 || Task Loss: 0.8474 || KD Loss: 0.2520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:27 || Estimated Time: 1 day, 16:35:13
2023-07-25 20:45:02,922 semantic_segmentation INFO: Iters: 68340/150000 || Lr: 0.011571 || Task Loss: 0.6637 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:45 || Estimated Time: 1 day, 16:34:55
2023-07-25 20:45:19,976 semantic_segmentation INFO: Iters: 68350/150000 || Lr: 0.011569 || Task Loss: 0.5252 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:02 || Estimated Time: 1 day, 16:34:36
2023-07-25 20:45:36,790 semantic_segmentation INFO: Iters: 68360/150000 || Lr: 0.011568 || Task Loss: 0.5893 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:19 || Estimated Time: 1 day, 16:34:16
2023-07-25 20:45:53,735 semantic_segmentation INFO: Iters: 68370/150000 || Lr: 0.011567 || Task Loss: 0.5638 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:36 || Estimated Time: 1 day, 16:33:57
2023-07-25 20:46:10,656 semantic_segmentation INFO: Iters: 68380/150000 || Lr: 0.011566 || Task Loss: 0.5738 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:52 || Estimated Time: 1 day, 16:33:38
2023-07-25 20:46:27,643 semantic_segmentation INFO: Iters: 68390/150000 || Lr: 0.011564 || Task Loss: 0.7170 || KD Loss: 0.1571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:09 || Estimated Time: 1 day, 16:33:19
2023-07-25 20:46:44,559 semantic_segmentation INFO: Iters: 68400/150000 || Lr: 0.011563 || Task Loss: 0.6424 || KD Loss: 0.1964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:26 || Estimated Time: 1 day, 16:33:00
2023-07-25 20:47:01,500 semantic_segmentation INFO: Iters: 68410/150000 || Lr: 0.011562 || Task Loss: 0.6290 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:43 || Estimated Time: 1 day, 16:32:41
2023-07-25 20:47:18,389 semantic_segmentation INFO: Iters: 68420/150000 || Lr: 0.011561 || Task Loss: 0.5681 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:00 || Estimated Time: 1 day, 16:32:22
2023-07-25 20:47:35,368 semantic_segmentation INFO: Iters: 68430/150000 || Lr: 0.011559 || Task Loss: 0.7295 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:17 || Estimated Time: 1 day, 16:32:03
2023-07-25 20:47:52,297 semantic_segmentation INFO: Iters: 68440/150000 || Lr: 0.011558 || Task Loss: 0.6315 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:34 || Estimated Time: 1 day, 16:31:44
2023-07-25 20:48:09,349 semantic_segmentation INFO: Iters: 68450/150000 || Lr: 0.011557 || Task Loss: 0.6515 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:51 || Estimated Time: 1 day, 16:31:25
2023-07-25 20:48:26,233 semantic_segmentation INFO: Iters: 68460/150000 || Lr: 0.011555 || Task Loss: 0.4642 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:08 || Estimated Time: 1 day, 16:31:06
2023-07-25 20:48:43,184 semantic_segmentation INFO: Iters: 68470/150000 || Lr: 0.011554 || Task Loss: 0.4569 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:25 || Estimated Time: 1 day, 16:30:47
2023-07-25 20:49:00,144 semantic_segmentation INFO: Iters: 68480/150000 || Lr: 0.011553 || Task Loss: 0.3966 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:42 || Estimated Time: 1 day, 16:30:28
2023-07-25 20:49:17,085 semantic_segmentation INFO: Iters: 68490/150000 || Lr: 0.011552 || Task Loss: 0.5645 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:59 || Estimated Time: 1 day, 16:30:09
2023-07-25 20:49:33,947 semantic_segmentation INFO: Iters: 68500/150000 || Lr: 0.011550 || Task Loss: 0.4926 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:16 || Estimated Time: 1 day, 16:29:50
2023-07-25 20:49:50,879 semantic_segmentation INFO: Iters: 68510/150000 || Lr: 0.011549 || Task Loss: 0.4073 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:33 || Estimated Time: 1 day, 16:29:31
2023-07-25 20:50:07,884 semantic_segmentation INFO: Iters: 68520/150000 || Lr: 0.011548 || Task Loss: 0.4862 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:50 || Estimated Time: 1 day, 16:29:12
2023-07-25 20:50:24,879 semantic_segmentation INFO: Iters: 68530/150000 || Lr: 0.011547 || Task Loss: 0.4110 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:07 || Estimated Time: 1 day, 16:28:53
2023-07-25 20:50:41,856 semantic_segmentation INFO: Iters: 68540/150000 || Lr: 0.011545 || Task Loss: 0.5110 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:24 || Estimated Time: 1 day, 16:28:34
2023-07-25 20:50:58,671 semantic_segmentation INFO: Iters: 68550/150000 || Lr: 0.011544 || Task Loss: 0.4337 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:40 || Estimated Time: 1 day, 16:28:15
2023-07-25 20:51:15,680 semantic_segmentation INFO: Iters: 68560/150000 || Lr: 0.011543 || Task Loss: 0.6458 || KD Loss: 0.1908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:57 || Estimated Time: 1 day, 16:27:56
2023-07-25 20:51:32,833 semantic_segmentation INFO: Iters: 68570/150000 || Lr: 0.011541 || Task Loss: 0.5437 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:15 || Estimated Time: 1 day, 16:27:37
2023-07-25 20:51:49,642 semantic_segmentation INFO: Iters: 68580/150000 || Lr: 0.011540 || Task Loss: 0.5718 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:31 || Estimated Time: 1 day, 16:27:18
2023-07-25 20:52:06,559 semantic_segmentation INFO: Iters: 68590/150000 || Lr: 0.011539 || Task Loss: 0.7011 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:48 || Estimated Time: 1 day, 16:26:59
2023-07-25 20:52:23,643 semantic_segmentation INFO: Iters: 68600/150000 || Lr: 0.011538 || Task Loss: 0.4415 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:05 || Estimated Time: 1 day, 16:26:40
2023-07-25 20:52:40,520 semantic_segmentation INFO: Iters: 68610/150000 || Lr: 0.011536 || Task Loss: 0.6353 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:22 || Estimated Time: 1 day, 16:26:21
2023-07-25 20:52:57,438 semantic_segmentation INFO: Iters: 68620/150000 || Lr: 0.011535 || Task Loss: 0.5750 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:39 || Estimated Time: 1 day, 16:26:02
2023-07-25 20:53:14,312 semantic_segmentation INFO: Iters: 68630/150000 || Lr: 0.011534 || Task Loss: 0.5834 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:56 || Estimated Time: 1 day, 16:25:43
2023-07-25 20:53:31,256 semantic_segmentation INFO: Iters: 68640/150000 || Lr: 0.011532 || Task Loss: 0.5308 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:13 || Estimated Time: 1 day, 16:25:24
2023-07-25 20:53:48,032 semantic_segmentation INFO: Iters: 68650/150000 || Lr: 0.011531 || Task Loss: 0.7077 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:30 || Estimated Time: 1 day, 16:25:05
2023-07-25 20:54:04,951 semantic_segmentation INFO: Iters: 68660/150000 || Lr: 0.011530 || Task Loss: 0.7243 || KD Loss: 0.2888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:47 || Estimated Time: 1 day, 16:24:46
2023-07-25 20:54:21,808 semantic_segmentation INFO: Iters: 68670/150000 || Lr: 0.011529 || Task Loss: 0.4336 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:04 || Estimated Time: 1 day, 16:24:27
2023-07-25 20:54:38,916 semantic_segmentation INFO: Iters: 68680/150000 || Lr: 0.011527 || Task Loss: 0.4046 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:21 || Estimated Time: 1 day, 16:24:08
2023-07-25 20:54:55,744 semantic_segmentation INFO: Iters: 68690/150000 || Lr: 0.011526 || Task Loss: 0.4973 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:38 || Estimated Time: 1 day, 16:23:49
2023-07-25 20:55:12,494 semantic_segmentation INFO: Iters: 68700/150000 || Lr: 0.011525 || Task Loss: 0.6379 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:54 || Estimated Time: 1 day, 16:23:30
2023-07-25 20:55:29,411 semantic_segmentation INFO: Iters: 68710/150000 || Lr: 0.011524 || Task Loss: 0.4729 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:11 || Estimated Time: 1 day, 16:23:11
2023-07-25 20:55:46,224 semantic_segmentation INFO: Iters: 68720/150000 || Lr: 0.011522 || Task Loss: 0.5005 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2441|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:28 || Estimated Time: 1 day, 16:22:51
2023-07-25 20:56:03,133 semantic_segmentation INFO: Iters: 68730/150000 || Lr: 0.011521 || Task Loss: 0.7173 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:45 || Estimated Time: 1 day, 16:22:32
2023-07-25 20:56:19,998 semantic_segmentation INFO: Iters: 68740/150000 || Lr: 0.011520 || Task Loss: 0.5858 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:02 || Estimated Time: 1 day, 16:22:13
2023-07-25 20:56:36,920 semantic_segmentation INFO: Iters: 68750/150000 || Lr: 0.011518 || Task Loss: 0.5335 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:19 || Estimated Time: 1 day, 16:21:54
2023-07-25 20:56:53,766 semantic_segmentation INFO: Iters: 68760/150000 || Lr: 0.011517 || Task Loss: 0.4685 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:36 || Estimated Time: 1 day, 16:21:35
2023-07-25 20:57:10,639 semantic_segmentation INFO: Iters: 68770/150000 || Lr: 0.011516 || Task Loss: 0.5330 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:52 || Estimated Time: 1 day, 16:21:16
2023-07-25 20:57:27,547 semantic_segmentation INFO: Iters: 68780/150000 || Lr: 0.011515 || Task Loss: 0.6817 || KD Loss: 0.2251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:09 || Estimated Time: 1 day, 16:20:57
2023-07-25 20:57:44,749 semantic_segmentation INFO: Iters: 68790/150000 || Lr: 0.011513 || Task Loss: 0.5590 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:27 || Estimated Time: 1 day, 16:20:38
2023-07-25 20:58:01,527 semantic_segmentation INFO: Iters: 68800/150000 || Lr: 0.011512 || Task Loss: 0.4711 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:43 || Estimated Time: 1 day, 16:20:19
2023-07-25 20:58:01,651 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:58:02,033 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.090
2023-07-25 20:58:02,063 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.127
2023-07-25 20:58:02,075 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.940, mIoU: 0.130
2023-07-25 20:58:02,090 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.948, mIoU: 0.131
2023-07-25 20:58:02,104 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.901, mIoU: 0.184
2023-07-25 20:58:02,116 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.877, mIoU: 0.210
2023-07-25 20:58:02,131 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.887, mIoU: 0.247
2023-07-25 20:58:02,145 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.896, mIoU: 0.260
2023-07-25 20:58:02,158 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.889, mIoU: 0.259
2023-07-25 20:58:02,173 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.896, mIoU: 0.300
2023-07-25 20:58:02,187 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.885, mIoU: 0.300
2023-07-25 20:58:02,202 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.894, mIoU: 0.341
2023-07-25 20:58:02,215 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.859, mIoU: 0.292
2023-07-25 20:58:02,229 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.850, mIoU: 0.286
2023-07-25 20:58:02,243 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.846, mIoU: 0.271
2023-07-25 20:58:02,256 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.852, mIoU: 0.267
2023-07-25 20:58:02,267 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.855, mIoU: 0.266
2023-07-25 20:58:02,279 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.855, mIoU: 0.263
2023-07-25 20:58:02,294 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.857, mIoU: 0.271
2023-07-25 20:58:02,311 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.861, mIoU: 0.315
2023-07-25 20:58:02,326 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.868, mIoU: 0.326
2023-07-25 20:58:02,342 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.870, mIoU: 0.325
2023-07-25 20:58:02,357 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.354
2023-07-25 20:58:02,373 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.867, mIoU: 0.352
2023-07-25 20:58:02,389 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.859, mIoU: 0.352
2023-07-25 20:58:02,403 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.858, mIoU: 0.356
2023-07-25 20:58:02,418 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.860, mIoU: 0.355
2023-07-25 20:58:02,429 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.859, mIoU: 0.349
2023-07-25 20:58:02,445 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.855, mIoU: 0.339
2023-07-25 20:58:02,460 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.860, mIoU: 0.339
2023-07-25 20:58:02,474 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.864, mIoU: 0.344
2023-07-25 20:58:02,490 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.867, mIoU: 0.344
2023-07-25 20:58:02,505 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.871, mIoU: 0.351
2023-07-25 20:58:02,520 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.872, mIoU: 0.350
2023-07-25 20:58:02,535 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.856, mIoU: 0.356
2023-07-25 20:58:02,550 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.859, mIoU: 0.357
2023-07-25 20:58:02,563 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.862, mIoU: 0.356
2023-07-25 20:58:02,576 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.865, mIoU: 0.367
2023-07-25 20:58:02,592 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.868, mIoU: 0.380
2023-07-25 20:58:02,605 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.868, mIoU: 0.380
2023-07-25 20:58:02,618 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.869, mIoU: 0.402
2023-07-25 20:58:02,633 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.872, mIoU: 0.402
2023-07-25 20:58:02,647 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.871, mIoU: 0.403
2023-07-25 20:58:02,660 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.402
2023-07-25 20:58:02,676 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.872, mIoU: 0.412
2023-07-25 20:58:02,691 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.874, mIoU: 0.415
2023-07-25 20:58:02,705 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.876, mIoU: 0.419
2023-07-25 20:58:02,717 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.875, mIoU: 0.420
2023-07-25 20:58:02,732 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.422
2023-07-25 20:58:02,749 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.876, mIoU: 0.421
2023-07-25 20:58:02,765 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.875, mIoU: 0.418
2023-07-25 20:58:02,780 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.877, mIoU: 0.418
2023-07-25 20:58:02,794 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.879, mIoU: 0.417
2023-07-25 20:58:02,810 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.878, mIoU: 0.414
2023-07-25 20:58:02,825 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.878, mIoU: 0.416
2023-07-25 20:58:02,839 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.877, mIoU: 0.415
2023-07-25 20:58:02,854 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.877, mIoU: 0.413
2023-07-25 20:58:02,871 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.879, mIoU: 0.412
2023-07-25 20:58:02,884 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.880, mIoU: 0.411
2023-07-25 20:58:02,899 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.874, mIoU: 0.441
2023-07-25 20:58:02,912 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.875, mIoU: 0.447
2023-07-25 20:58:02,927 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.876, mIoU: 0.444
2023-07-25 20:58:02,940 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.878, mIoU: 0.445
2023-07-25 20:58:02,958 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.875, mIoU: 0.451
2023-07-25 20:58:02,970 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.876, mIoU: 0.457
2023-07-25 20:58:02,985 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.877, mIoU: 0.457
2023-07-25 20:58:03,000 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.878, mIoU: 0.457
2023-07-25 20:58:03,012 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.872, mIoU: 0.450
2023-07-25 20:58:03,027 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.873, mIoU: 0.451
2023-07-25 20:58:03,041 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.873, mIoU: 0.454
2023-07-25 20:58:03,057 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-25 20:58:03,070 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.875, mIoU: 0.474
2023-07-25 20:58:03,085 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.874, mIoU: 0.465
2023-07-25 20:58:03,100 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.875, mIoU: 0.465
2023-07-25 20:58:03,115 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-25 20:58:03,131 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.877, mIoU: 0.480
2023-07-25 20:58:03,146 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.871, mIoU: 0.476
2023-07-25 20:58:03,155 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.868, mIoU: 0.474
2023-07-25 20:58:03,171 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.869, mIoU: 0.480
2023-07-25 20:58:03,188 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.870, mIoU: 0.482
2023-07-25 20:58:03,201 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 20:58:03,217 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-25 20:58:03,233 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-25 20:58:03,248 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-25 20:58:03,264 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.858, mIoU: 0.437
2023-07-25 20:58:03,279 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.858, mIoU: 0.439
2023-07-25 20:58:03,295 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.859, mIoU: 0.439
2023-07-25 20:58:03,309 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.858, mIoU: 0.436
2023-07-25 20:58:03,324 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 20:58:03,337 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.856, mIoU: 0.433
2023-07-25 20:58:03,352 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.857, mIoU: 0.440
2023-07-25 20:58:03,368 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.858, mIoU: 0.440
2023-07-25 20:58:03,382 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.849, mIoU: 0.437
2023-07-25 20:58:03,397 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.851, mIoU: 0.448
2023-07-25 20:58:03,412 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.848, mIoU: 0.446
2023-07-25 20:58:03,426 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.850, mIoU: 0.446
2023-07-25 20:58:03,439 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.851, mIoU: 0.449
2023-07-25 20:58:03,452 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.852, mIoU: 0.451
2023-07-25 20:58:03,467 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.850, mIoU: 0.447
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2023-07-25 20:58:03,538 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.850, mIoU: 0.448
2023-07-25 20:58:03,553 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.851, mIoU: 0.450
2023-07-25 20:58:03,566 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.852, mIoU: 0.454
2023-07-25 20:58:03,581 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.852, mIoU: 0.455
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2023-07-25 20:58:03,636 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.854, mIoU: 0.457
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2023-07-25 20:58:03,665 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.856, mIoU: 0.458
2023-07-25 20:58:03,680 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.856, mIoU: 0.459
2023-07-25 20:58:03,695 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.857, mIoU: 0.461
2023-07-25 20:58:03,708 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.858, mIoU: 0.462
2023-07-25 20:58:03,721 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.856, mIoU: 0.457
2023-07-25 20:58:03,735 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.853, mIoU: 0.455
2023-07-25 20:58:03,748 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.853, mIoU: 0.451
2023-07-25 20:58:03,763 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.852, mIoU: 0.450
2023-07-25 20:58:03,778 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.853, mIoU: 0.450
2023-07-25 20:58:03,791 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.854, mIoU: 0.449
2023-07-25 20:58:03,804 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.854, mIoU: 0.447
2023-07-25 20:58:03,819 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.855, mIoU: 0.448
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2023-07-25 20:58:03,868 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.851, mIoU: 0.435
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2023-07-25 20:58:03,889 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.852, mIoU: 0.442
2023-07-25 20:58:03,904 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.853, mIoU: 0.441
2023-07-25 20:58:03,919 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.854, mIoU: 0.444
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2023-07-25 20:58:04,090 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.857, mIoU: 0.452
2023-07-25 20:58:04,105 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.858, mIoU: 0.453
2023-07-25 20:58:04,119 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-25 20:58:04,134 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.858, mIoU: 0.456
2023-07-25 20:58:04,148 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.857, mIoU: 0.459
2023-07-25 20:58:04,158 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-25 20:58:04,173 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.858, mIoU: 0.469
2023-07-25 20:58:04,188 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-25 20:58:04,201 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-25 20:58:04,215 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.858, mIoU: 0.469
2023-07-25 20:58:04,227 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.858, mIoU: 0.467
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2023-07-25 20:58:04,285 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-25 20:58:04,299 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-25 20:58:04,315 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.859, mIoU: 0.470
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2023-07-25 20:58:04,375 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.862, mIoU: 0.473
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2023-07-25 20:58:04,504 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.858, mIoU: 0.457
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2023-07-25 20:58:04,563 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.859, mIoU: 0.463
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2023-07-25 20:58:04,660 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.862, mIoU: 0.466
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2023-07-25 20:58:04,747 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.863, mIoU: 0.469
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2023-07-25 20:58:08,395 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.862, mIoU: 0.477
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2023-07-25 20:58:08,421 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-25 20:58:08,437 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 20:58:08,452 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 20:58:08,467 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 20:58:08,482 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-25 20:58:08,495 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 20:58:08,510 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 20:58:08,523 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 20:58:08,533 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 20:58:08,547 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 20:58:08,561 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-25 20:58:08,576 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-25 20:58:08,591 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-25 20:58:08,606 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-25 20:58:08,622 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-25 20:58:08,637 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 20:58:08,645 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 20:58:08,655 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-25 20:58:08,668 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 20:58:08,681 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-25 20:58:08,697 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-25 20:58:08,710 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-25 20:58:08,724 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,740 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,755 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,770 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,785 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,798 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.862, mIoU: 0.481
2023-07-25 20:58:08,812 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.863, mIoU: 0.484
2023-07-25 20:58:08,827 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.863, mIoU: 0.484
2023-07-25 20:58:08,840 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.863, mIoU: 0.484
2023-07-25 20:58:08,855 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.863, mIoU: 0.484
2023-07-25 20:58:08,866 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.863, mIoU: 0.485
2023-07-25 20:58:08,881 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.863, mIoU: 0.485
2023-07-25 20:58:08,894 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.863, mIoU: 0.484
2023-07-25 20:58:08,909 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.863, mIoU: 0.485
2023-07-25 20:58:08,924 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.863, mIoU: 0.485
2023-07-25 20:58:08,938 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.864, mIoU: 0.488
2023-07-25 20:58:08,948 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.864, mIoU: 0.488
2023-07-25 20:58:08,961 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.864, mIoU: 0.488
2023-07-25 20:58:08,975 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.864, mIoU: 0.489
2023-07-25 20:58:08,990 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.864, mIoU: 0.489
2023-07-25 20:58:09,002 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.864, mIoU: 0.489
2023-07-25 20:58:09,016 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 20:58:09,030 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,045 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.865, mIoU: 0.490
2023-07-25 20:58:09,061 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,076 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,085 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,100 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,116 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,129 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,144 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,159 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:09,173 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:09,188 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,202 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.866, mIoU: 0.491
2023-07-25 20:58:09,217 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:09,233 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:09,248 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:09,264 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:09,277 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:09,290 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:09,305 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:09,319 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,333 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:09,347 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.866, mIoU: 0.491
2023-07-25 20:58:09,363 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:09,378 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:09,393 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 20:58:09,405 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 20:58:09,419 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 20:58:09,434 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:09,449 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:09,464 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 20:58:09,479 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:09,492 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:09,507 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:09,522 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:09,535 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.865, mIoU: 0.497
2023-07-25 20:58:09,550 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.865, mIoU: 0.498
2023-07-25 20:58:09,562 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.865, mIoU: 0.500
2023-07-25 20:58:09,577 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.865, mIoU: 0.500
2023-07-25 20:58:09,590 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.865, mIoU: 0.501
2023-07-25 20:58:09,602 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.865, mIoU: 0.502
2023-07-25 20:58:09,614 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.866, mIoU: 0.502
2023-07-25 20:58:09,629 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,644 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,659 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,673 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,682 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,697 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.867, mIoU: 0.504
2023-07-25 20:58:09,712 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.866, mIoU: 0.504
2023-07-25 20:58:09,727 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.866, mIoU: 0.504
2023-07-25 20:58:09,742 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.866, mIoU: 0.504
2023-07-25 20:58:09,756 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,769 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,782 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-25 20:58:09,797 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.866, mIoU: 0.501
2023-07-25 20:58:09,811 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.866, mIoU: 0.502
2023-07-25 20:58:09,826 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.866, mIoU: 0.502
2023-07-25 20:58:09,838 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.866, mIoU: 0.501
2023-07-25 20:58:09,851 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:09,866 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:09,880 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:09,895 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:09,908 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:09,923 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.865, mIoU: 0.495
2023-07-25 20:58:09,938 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 20:58:09,954 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 20:58:09,967 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:09,983 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:09,998 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,011 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,025 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,040 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,055 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,070 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,083 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,098 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,113 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,130 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.867, mIoU: 0.498
2023-07-25 20:58:10,140 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.867, mIoU: 0.498
2023-07-25 20:58:10,154 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,170 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,182 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,197 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,210 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,225 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,239 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,255 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,268 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,280 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,293 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,308 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,323 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,339 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,353 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,368 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.866, mIoU: 0.499
2023-07-25 20:58:10,381 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.866, mIoU: 0.500
2023-07-25 20:58:10,396 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,412 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,425 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,440 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,455 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,470 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,485 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,500 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,511 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:10,526 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,541 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,555 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,570 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:10,585 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:10,597 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:10,612 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:10,627 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:10,642 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:10,655 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:10,669 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:10,683 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:10,698 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:10,712 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:10,727 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.867, mIoU: 0.498
2023-07-25 20:58:10,742 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,756 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,771 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 20:58:10,785 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:10,797 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:10,811 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,826 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-25 20:58:10,840 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.867, mIoU: 0.498
2023-07-25 20:58:10,853 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.867, mIoU: 0.499
2023-07-25 20:58:10,867 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,881 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:10,896 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:10,911 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:10,927 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:10,942 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.866, mIoU: 0.496
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2023-07-25 20:58:10,972 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 20:58:10,986 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:11,000 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.865, mIoU: 0.496
2023-07-25 20:58:11,014 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 20:58:11,029 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 20:58:11,047 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.865, mIoU: 0.495
2023-07-25 20:58:11,063 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 20:58:11,078 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:11,089 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-25 20:58:11,102 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.864, mIoU: 0.492
2023-07-25 20:58:11,118 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,131 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:11,145 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,159 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:11,172 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.865, mIoU: 0.492
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2023-07-25 20:58:11,203 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:11,218 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-25 20:58:11,234 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,247 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,261 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,274 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,288 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,303 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,318 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,333 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,347 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:11,362 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,374 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,389 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:11,403 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.864, mIoU: 0.489
2023-07-25 20:58:11,416 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 20:58:11,428 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.864, mIoU: 0.490
2023-07-25 20:58:11,442 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:11,458 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:11,473 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:11,486 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.864, mIoU: 0.491
2023-07-25 20:58:11,501 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.865, mIoU: 0.491
2023-07-25 20:58:11,517 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,533 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,546 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,559 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,567 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.865, mIoU: 0.492
2023-07-25 20:58:11,582 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.865, mIoU: 0.493
2023-07-25 20:58:11,598 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-25 20:58:11,613 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,629 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,644 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,659 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,674 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,689 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,701 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,715 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,729 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,743 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,758 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:11,770 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.867, mIoU: 0.494
2023-07-25 20:58:11,782 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.867, mIoU: 0.494
2023-07-25 20:58:11,794 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.866, mIoU: 0.493
2023-07-25 20:58:11,808 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.866, mIoU: 0.494
2023-07-25 20:58:11,820 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:11,833 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:11,845 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:11,859 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:11,874 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:11,885 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-25 20:58:11,898 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:11,911 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:11,922 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:11,936 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:11,951 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:11,965 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:11,979 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:11,993 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,007 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,020 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,034 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,049 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,065 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,080 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,095 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,110 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,122 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,135 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,148 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,163 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,179 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,192 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,205 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,219 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,233 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,248 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,263 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,277 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,290 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:12,305 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,318 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:12,332 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.866, mIoU: 0.496
2023-07-25 20:58:12,347 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,361 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,377 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,390 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,405 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,421 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,433 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,446 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,461 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,476 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-25 20:58:12,491 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,507 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,519 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,532 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,547 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,560 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,575 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,592 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:12,606 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,621 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,634 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,649 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,664 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,677 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,690 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,705 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,720 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,733 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,747 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,762 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-25 20:58:12,776 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-25 20:58:12,789 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-25 20:58:12,803 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,818 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.867, mIoU: 0.495
2023-07-25 20:58:12,834 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:12,847 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,861 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,874 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,889 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,902 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,916 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,932 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:12,948 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,961 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,977 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:12,993 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-25 20:58:13,010 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:13,026 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:13,040 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:13,052 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.867, mIoU: 0.497
2023-07-25 20:58:13,067 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:13,081 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.867, mIoU: 0.496
2023-07-25 20:58:13,094 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:13,106 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-25 20:58:13,121 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,134 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,146 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,160 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,175 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,189 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,204 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,217 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,229 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,244 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,258 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,273 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,287 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,299 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,311 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 20:58:13,323 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-25 20:58:13,339 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,355 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,370 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,384 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,395 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,409 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,424 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,439 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.869, mIoU: 0.497
2023-07-25 20:58:13,452 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,467 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,480 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,496 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,509 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,525 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,537 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,552 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.868, mIoU: 0.498
2023-07-25 20:58:13,567 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,580 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-25 20:58:13,595 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,610 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,624 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,639 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,653 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,667 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,682 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,696 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,710 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-25 20:58:13,725 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:13,738 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:13,751 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,764 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,781 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,795 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:13,811 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:13,826 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:13,837 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,852 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,868 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,883 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,896 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,912 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,927 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,940 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,954 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:13,970 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:13,984 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:13,997 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,009 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 20:58:14,026 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,040 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-25 20:58:14,055 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,068 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,083 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,098 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 20:58:14,113 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 20:58:14,128 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,141 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,155 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 20:58:14,168 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.869, mIoU: 0.503
2023-07-25 20:58:14,183 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,197 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-25 20:58:14,209 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:14,224 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:14,237 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-25 20:58:14,252 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.868, mIoU: 0.500
2023-07-25 20:58:14,266 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,280 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,295 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,309 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,323 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,337 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,353 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,368 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,383 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,398 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,408 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,422 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,435 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,449 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,464 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,480 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 20:58:14,493 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,507 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,522 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,536 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.869, mIoU: 0.500
2023-07-25 20:58:14,552 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 20:58:14,567 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 20:58:14,580 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,595 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,610 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,625 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-25 20:58:14,637 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,652 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,666 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,681 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,694 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,708 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,723 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,735 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:14,749 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,764 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,777 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,790 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,804 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,818 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,833 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,848 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,863 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,878 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:14,893 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:14,906 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:14,919 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:14,934 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:14,947 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:14,960 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:14,975 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:14,990 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,004 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,020 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,033 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,046 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,062 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,077 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,090 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,104 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,117 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,133 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,147 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,163 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,178 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,192 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,201 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,217 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,233 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,246 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-25 20:58:15,260 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-25 20:58:15,275 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,289 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,302 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,317 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,332 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,347 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-25 20:58:15,361 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:15,376 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:15,392 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:15,408 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.871, mIoU: 0.501
2023-07-25 20:58:15,421 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.871, mIoU: 0.501
2023-07-25 20:58:15,436 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.871, mIoU: 0.501
2023-07-25 20:58:15,450 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.871, mIoU: 0.501
2023-07-25 20:58:15,464 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.871, mIoU: 0.501
2023-07-25 20:58:15,477 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-25 20:58:15,492 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,507 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,521 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,528 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,541 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-25 20:58:15,554 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,566 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,577 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-25 20:58:15,592 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 20:58:15,607 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,621 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,633 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,646 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,660 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-25 20:58:15,671 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,686 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 20:58:15,699 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,714 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,728 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,743 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,757 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,769 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,781 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,796 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,811 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,826 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,840 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,853 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,863 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:15,874 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,886 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,897 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,912 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,924 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:15,939 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:15,954 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 20:58:15,969 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-25 20:58:15,982 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:15,998 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:16,013 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,028 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,043 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,058 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,072 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,087 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,103 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,115 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:16,129 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:16,144 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:16,156 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:16,172 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:16,185 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,199 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,213 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,231 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,245 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,258 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,273 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:16,287 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,301 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,316 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,328 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,341 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,355 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.872, mIoU: 0.506
2023-07-25 20:58:16,369 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-25 20:58:16,383 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.872, mIoU: 0.506
2023-07-25 20:58:16,397 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,412 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,428 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-25 20:58:16,442 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,457 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,470 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,485 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,495 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,508 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,523 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,534 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,549 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,563 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,578 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:16,593 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,608 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,623 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,638 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-25 20:58:16,650 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,665 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,678 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,692 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,707 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,720 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,734 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,747 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,762 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,776 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,792 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,807 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,822 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,835 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,848 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:16,864 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,877 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,891 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,907 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-25 20:58:16,922 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:16,937 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-25 20:58:16,950 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:16,963 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:16,978 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:16,994 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,009 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,022 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,035 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,049 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,064 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,079 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-25 20:58:17,094 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,108 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,123 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,137 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,151 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,166 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,180 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,194 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-25 20:58:17,209 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,222 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,237 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,252 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,267 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:17,279 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:17,294 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,309 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,325 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,338 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,352 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,367 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,381 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,397 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,412 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:17,427 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,440 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,455 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,471 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,484 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,499 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,512 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,520 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,535 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,550 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,563 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:17,578 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,593 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,605 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,619 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,633 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,648 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-25 20:58:17,663 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,680 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,694 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,711 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,725 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,738 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,752 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,767 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,782 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:17,794 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,807 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,821 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-25 20:58:17,836 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.870, mIoU: 0.505
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2023-07-25 20:58:17,865 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.870, mIoU: 0.505
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2023-07-25 20:58:17,919 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,934 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,949 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,964 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:17,979 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:17,991 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,006 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,021 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,035 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,050 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,063 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,078 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,091 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,104 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,116 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,131 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,146 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,161 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,175 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,185 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,198 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,214 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,230 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,242 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,258 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,274 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,289 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,302 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,316 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,332 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,345 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,360 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,373 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,386 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.871, mIoU: 0.507
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2023-07-25 20:58:18,430 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.871, mIoU: 0.508
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2023-07-25 20:58:18,487 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:18,499 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,513 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:18,528 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.870, mIoU: 0.507
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2023-07-25 20:58:18,569 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-25 20:58:18,582 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.870, mIoU: 0.508
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2023-07-25 20:58:18,637 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.870, mIoU: 0.506
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2023-07-25 20:58:18,767 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-25 20:58:18,782 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.870, mIoU: 0.506
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2023-07-25 20:58:18,913 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.869, mIoU: 0.507
2023-07-25 20:58:18,928 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.869, mIoU: 0.507
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2023-07-25 20:58:19,053 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.870, mIoU: 0.509
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2023-07-25 20:58:19,209 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.870, mIoU: 0.511
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2023-07-25 20:58:19,277 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-25 20:58:19,292 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.870, mIoU: 0.511
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2023-07-25 20:58:19,333 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.870, mIoU: 0.511
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2023-07-25 20:58:19,403 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.870, mIoU: 0.510
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2023-07-25 20:58:19,504 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,517 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,534 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,549 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:19,565 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,578 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,591 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,607 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,622 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,636 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,649 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,664 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,678 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,693 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,707 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,721 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,736 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,749 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,763 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,777 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,789 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,803 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,818 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,832 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,846 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,860 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:19,874 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:19,888 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:19,902 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-25 20:58:19,916 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-25 20:58:19,931 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,946 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,960 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,975 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:19,990 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,002 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,015 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,030 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,045 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,058 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,073 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,088 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,103 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,118 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:20,133 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,147 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,162 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,175 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,188 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,201 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,214 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,227 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,242 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,257 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,270 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,283 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,297 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,309 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,322 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,337 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,352 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,367 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,381 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,394 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,409 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,423 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,436 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,451 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,466 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-25 20:58:20,481 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,493 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,508 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,523 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,537 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,552 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,564 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,579 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:20,593 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,608 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,622 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,635 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,649 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,664 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,679 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,694 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,709 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,724 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,739 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,750 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,764 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,777 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,790 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,807 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,822 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,836 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,849 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,862 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,876 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,890 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:20,904 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,919 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,934 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,947 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,961 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,976 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:20,989 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,003 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,018 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,031 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,045 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,056 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,072 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,086 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,101 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,116 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,129 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,142 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,156 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,171 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,185 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,198 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,210 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-25 20:58:21,225 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-25 20:58:21,240 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-25 20:58:21,254 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,267 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,282 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,298 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,314 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,328 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,343 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,351 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,366 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,379 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,392 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,406 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,421 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,435 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,450 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,465 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,480 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,495 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:21,508 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,522 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,539 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,554 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,569 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,584 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,601 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,614 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,628 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,643 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,658 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:21,671 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,684 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.871, mIoU: 0.511
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2023-07-25 20:58:21,728 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:21,743 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:21,758 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.871, mIoU: 0.509
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2023-07-25 20:58:21,871 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:21,885 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:21,898 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:21,913 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.871, mIoU: 0.510
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2023-07-25 20:58:22,003 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.871, mIoU: 0.509
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2023-07-25 20:58:22,031 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.871, mIoU: 0.510
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2023-07-25 20:58:22,059 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,074 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,089 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,104 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,119 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,133 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:22,142 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:22,157 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:22,170 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:22,184 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-25 20:58:22,199 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,213 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,228 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,239 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,248 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,264 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,278 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-25 20:58:22,293 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,306 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,321 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,336 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,349 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,364 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,379 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,393 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,408 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,421 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,435 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,450 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:22,465 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:22,478 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:22,493 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:22,508 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-25 20:58:22,522 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-25 20:58:22,537 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.872, mIoU: 0.512
2023-07-25 20:58:22,550 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.872, mIoU: 0.512
2023-07-25 20:58:22,563 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.872, mIoU: 0.512
2023-07-25 20:58:22,577 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-25 20:58:22,593 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-25 20:58:39,323 semantic_segmentation INFO: Iters: 68810/150000 || Lr: 0.011511 || Task Loss: 0.5524 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:21 || Estimated Time: 1 day, 16:20:25
2023-07-25 20:58:56,050 semantic_segmentation INFO: Iters: 68820/150000 || Lr: 0.011510 || Task Loss: 0.4721 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:38 || Estimated Time: 1 day, 16:20:06
2023-07-25 20:59:12,976 semantic_segmentation INFO: Iters: 68830/150000 || Lr: 0.011508 || Task Loss: 0.4809 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:55 || Estimated Time: 1 day, 16:19:46
2023-07-25 20:59:29,948 semantic_segmentation INFO: Iters: 68840/150000 || Lr: 0.011507 || Task Loss: 0.6047 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:12 || Estimated Time: 1 day, 16:19:28
2023-07-25 20:59:46,908 semantic_segmentation INFO: Iters: 68850/150000 || Lr: 0.011506 || Task Loss: 0.4711 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:29 || Estimated Time: 1 day, 16:19:09
2023-07-25 21:00:03,914 semantic_segmentation INFO: Iters: 68860/150000 || Lr: 0.011504 || Task Loss: 0.5385 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:46 || Estimated Time: 1 day, 16:18:50
2023-07-25 21:00:20,845 semantic_segmentation INFO: Iters: 68870/150000 || Lr: 0.011503 || Task Loss: 0.6506 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:03 || Estimated Time: 1 day, 16:18:31
2023-07-25 21:00:37,785 semantic_segmentation INFO: Iters: 68880/150000 || Lr: 0.011502 || Task Loss: 0.8768 || KD Loss: 0.2760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:20 || Estimated Time: 1 day, 16:18:12
2023-07-25 21:00:54,720 semantic_segmentation INFO: Iters: 68890/150000 || Lr: 0.011501 || Task Loss: 0.5788 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:37 || Estimated Time: 1 day, 16:17:53
2023-07-25 21:01:11,600 semantic_segmentation INFO: Iters: 68900/150000 || Lr: 0.011499 || Task Loss: 0.4256 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:53 || Estimated Time: 1 day, 16:17:34
2023-07-25 21:01:28,574 semantic_segmentation INFO: Iters: 68910/150000 || Lr: 0.011498 || Task Loss: 0.6264 || KD Loss: 0.1930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:10 || Estimated Time: 1 day, 16:17:15
2023-07-25 21:01:45,560 semantic_segmentation INFO: Iters: 68920/150000 || Lr: 0.011497 || Task Loss: 0.6042 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:27 || Estimated Time: 1 day, 16:16:56
2023-07-25 21:02:02,436 semantic_segmentation INFO: Iters: 68930/150000 || Lr: 0.011495 || Task Loss: 0.5871 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:44 || Estimated Time: 1 day, 16:16:37
2023-07-25 21:02:19,290 semantic_segmentation INFO: Iters: 68940/150000 || Lr: 0.011494 || Task Loss: 0.5582 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:01 || Estimated Time: 1 day, 16:16:17
2023-07-25 21:02:36,232 semantic_segmentation INFO: Iters: 68950/150000 || Lr: 0.011493 || Task Loss: 0.5423 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:18 || Estimated Time: 1 day, 16:15:58
2023-07-25 21:02:53,087 semantic_segmentation INFO: Iters: 68960/150000 || Lr: 0.011492 || Task Loss: 0.6884 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:35 || Estimated Time: 1 day, 16:15:39
2023-07-25 21:03:09,966 semantic_segmentation INFO: Iters: 68970/150000 || Lr: 0.011490 || Task Loss: 0.6039 || KD Loss: 0.1803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:52 || Estimated Time: 1 day, 16:15:20
2023-07-25 21:03:26,883 semantic_segmentation INFO: Iters: 68980/150000 || Lr: 0.011489 || Task Loss: 1.0732 || KD Loss: 0.4509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:09 || Estimated Time: 1 day, 16:15:01
2023-07-25 21:03:43,823 semantic_segmentation INFO: Iters: 68990/150000 || Lr: 0.011488 || Task Loss: 0.5465 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:26 || Estimated Time: 1 day, 16:14:42
2023-07-25 21:04:00,622 semantic_segmentation INFO: Iters: 69000/150000 || Lr: 0.011487 || Task Loss: 0.8120 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:42 || Estimated Time: 1 day, 16:14:23
2023-07-25 21:04:17,404 semantic_segmentation INFO: Iters: 69010/150000 || Lr: 0.011485 || Task Loss: 0.7761 || KD Loss: 0.2891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:59 || Estimated Time: 1 day, 16:14:04
2023-07-25 21:04:34,399 semantic_segmentation INFO: Iters: 69020/150000 || Lr: 0.011484 || Task Loss: 0.5215 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:16 || Estimated Time: 1 day, 16:13:45
2023-07-25 21:04:51,186 semantic_segmentation INFO: Iters: 69030/150000 || Lr: 0.011483 || Task Loss: 0.7490 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:33 || Estimated Time: 1 day, 16:13:26
2023-07-25 21:05:07,982 semantic_segmentation INFO: Iters: 69040/150000 || Lr: 0.011481 || Task Loss: 0.5874 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:50 || Estimated Time: 1 day, 16:13:07
2023-07-25 21:05:24,984 semantic_segmentation INFO: Iters: 69050/150000 || Lr: 0.011480 || Task Loss: 0.4646 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:07 || Estimated Time: 1 day, 16:12:48
2023-07-25 21:05:41,837 semantic_segmentation INFO: Iters: 69060/150000 || Lr: 0.011479 || Task Loss: 0.6966 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:24 || Estimated Time: 1 day, 16:12:29
2023-07-25 21:05:58,638 semantic_segmentation INFO: Iters: 69070/150000 || Lr: 0.011478 || Task Loss: 0.5439 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:40 || Estimated Time: 1 day, 16:12:10
2023-07-25 21:06:15,576 semantic_segmentation INFO: Iters: 69080/150000 || Lr: 0.011476 || Task Loss: 0.8113 || KD Loss: 0.3009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:57 || Estimated Time: 1 day, 16:11:51
2023-07-25 21:06:32,378 semantic_segmentation INFO: Iters: 69090/150000 || Lr: 0.011475 || Task Loss: 0.5684 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:14 || Estimated Time: 1 day, 16:11:31
2023-07-25 21:06:49,225 semantic_segmentation INFO: Iters: 69100/150000 || Lr: 0.011474 || Task Loss: 0.4529 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:31 || Estimated Time: 1 day, 16:11:12
2023-07-25 21:07:06,073 semantic_segmentation INFO: Iters: 69110/150000 || Lr: 0.011472 || Task Loss: 0.7062 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:48 || Estimated Time: 1 day, 16:10:53
2023-07-25 21:07:23,054 semantic_segmentation INFO: Iters: 69120/150000 || Lr: 0.011471 || Task Loss: 0.5107 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:05 || Estimated Time: 1 day, 16:10:34
2023-07-25 21:07:39,745 semantic_segmentation INFO: Iters: 69130/150000 || Lr: 0.011470 || Task Loss: 0.5173 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:22 || Estimated Time: 1 day, 16:10:15
2023-07-25 21:07:56,749 semantic_segmentation INFO: Iters: 69140/150000 || Lr: 0.011469 || Task Loss: 0.3459 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:39 || Estimated Time: 1 day, 16:09:56
2023-07-25 21:08:13,663 semantic_segmentation INFO: Iters: 69150/150000 || Lr: 0.011467 || Task Loss: 0.4405 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:55 || Estimated Time: 1 day, 16:09:37
2023-07-25 21:08:30,485 semantic_segmentation INFO: Iters: 69160/150000 || Lr: 0.011466 || Task Loss: 0.5814 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:12 || Estimated Time: 1 day, 16:09:18
2023-07-25 21:08:47,498 semantic_segmentation INFO: Iters: 69170/150000 || Lr: 0.011465 || Task Loss: 0.4921 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:29 || Estimated Time: 1 day, 16:08:59
2023-07-25 21:09:04,326 semantic_segmentation INFO: Iters: 69180/150000 || Lr: 0.011464 || Task Loss: 0.6949 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:46 || Estimated Time: 1 day, 16:08:40
2023-07-25 21:09:21,135 semantic_segmentation INFO: Iters: 69190/150000 || Lr: 0.011462 || Task Loss: 0.5433 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:03 || Estimated Time: 1 day, 16:08:21
2023-07-25 21:09:37,935 semantic_segmentation INFO: Iters: 69200/150000 || Lr: 0.011461 || Task Loss: 0.4694 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:20 || Estimated Time: 1 day, 16:08:02
2023-07-25 21:09:54,911 semantic_segmentation INFO: Iters: 69210/150000 || Lr: 0.011460 || Task Loss: 0.6915 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:37 || Estimated Time: 1 day, 16:07:43
2023-07-25 21:10:11,763 semantic_segmentation INFO: Iters: 69220/150000 || Lr: 0.011458 || Task Loss: 0.3869 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:54 || Estimated Time: 1 day, 16:07:24
2023-07-25 21:10:28,642 semantic_segmentation INFO: Iters: 69230/150000 || Lr: 0.011457 || Task Loss: 0.6082 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:10 || Estimated Time: 1 day, 16:07:05
2023-07-25 21:10:45,561 semantic_segmentation INFO: Iters: 69240/150000 || Lr: 0.011456 || Task Loss: 0.5772 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:27 || Estimated Time: 1 day, 16:06:46
2023-07-25 21:11:02,469 semantic_segmentation INFO: Iters: 69250/150000 || Lr: 0.011455 || Task Loss: 0.6143 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:44 || Estimated Time: 1 day, 16:06:27
2023-07-25 21:11:19,357 semantic_segmentation INFO: Iters: 69260/150000 || Lr: 0.011453 || Task Loss: 0.4614 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:01 || Estimated Time: 1 day, 16:06:08
2023-07-25 21:11:36,221 semantic_segmentation INFO: Iters: 69270/150000 || Lr: 0.011452 || Task Loss: 0.3431 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:18 || Estimated Time: 1 day, 16:05:48
2023-07-25 21:11:53,088 semantic_segmentation INFO: Iters: 69280/150000 || Lr: 0.011451 || Task Loss: 0.5093 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:35 || Estimated Time: 1 day, 16:05:29
2023-07-25 21:12:09,880 semantic_segmentation INFO: Iters: 69290/150000 || Lr: 0.011450 || Task Loss: 0.4573 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:52 || Estimated Time: 1 day, 16:05:10
2023-07-25 21:12:26,814 semantic_segmentation INFO: Iters: 69300/150000 || Lr: 0.011448 || Task Loss: 0.4206 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:09 || Estimated Time: 1 day, 16:04:51
2023-07-25 21:12:43,679 semantic_segmentation INFO: Iters: 69310/150000 || Lr: 0.011447 || Task Loss: 0.4858 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:25 || Estimated Time: 1 day, 16:04:32
2023-07-25 21:13:00,540 semantic_segmentation INFO: Iters: 69320/150000 || Lr: 0.011446 || Task Loss: 0.3919 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:42 || Estimated Time: 1 day, 16:04:13
2023-07-25 21:13:17,257 semantic_segmentation INFO: Iters: 69330/150000 || Lr: 0.011444 || Task Loss: 0.6522 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:59 || Estimated Time: 1 day, 16:03:54
2023-07-25 21:13:34,327 semantic_segmentation INFO: Iters: 69340/150000 || Lr: 0.011443 || Task Loss: 0.6020 || KD Loss: 0.1914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:16 || Estimated Time: 1 day, 16:03:35
2023-07-25 21:13:51,263 semantic_segmentation INFO: Iters: 69350/150000 || Lr: 0.011442 || Task Loss: 0.4637 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:33 || Estimated Time: 1 day, 16:03:16
2023-07-25 21:14:08,064 semantic_segmentation INFO: Iters: 69360/150000 || Lr: 0.011441 || Task Loss: 0.5511 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:50 || Estimated Time: 1 day, 16:02:57
2023-07-25 21:14:24,853 semantic_segmentation INFO: Iters: 69370/150000 || Lr: 0.011439 || Task Loss: 0.5275 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:07 || Estimated Time: 1 day, 16:02:38
2023-07-25 21:14:42,000 semantic_segmentation INFO: Iters: 69380/150000 || Lr: 0.011438 || Task Loss: 0.4273 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:24 || Estimated Time: 1 day, 16:02:19
2023-07-25 21:14:58,857 semantic_segmentation INFO: Iters: 69390/150000 || Lr: 0.011437 || Task Loss: 0.6185 || KD Loss: 0.2194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:41 || Estimated Time: 1 day, 16:02:00
2023-07-25 21:15:15,691 semantic_segmentation INFO: Iters: 69400/150000 || Lr: 0.011435 || Task Loss: 0.6595 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:57 || Estimated Time: 1 day, 16:01:41
2023-07-25 21:15:32,502 semantic_segmentation INFO: Iters: 69410/150000 || Lr: 0.011434 || Task Loss: 0.8900 || KD Loss: 0.2372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:28:14 || Estimated Time: 1 day, 16:01:22
2023-07-25 21:15:49,357 semantic_segmentation INFO: Iters: 69420/150000 || Lr: 0.011433 || Task Loss: 0.5669 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:28:31 || Estimated Time: 1 day, 16:01:03
2023-07-25 21:16:06,211 semantic_segmentation INFO: Iters: 69430/150000 || Lr: 0.011432 || Task Loss: 0.5539 || KD Loss: 0.2188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:28:48 || Estimated Time: 1 day, 16:00:44
2023-07-25 21:16:23,088 semantic_segmentation INFO: Iters: 69440/150000 || Lr: 0.011430 || Task Loss: 0.5830 || KD Loss: 0.1729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:05 || Estimated Time: 1 day, 16:00:25
2023-07-25 21:16:40,010 semantic_segmentation INFO: Iters: 69450/150000 || Lr: 0.011429 || Task Loss: 0.5027 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:22 || Estimated Time: 1 day, 16:00:06
2023-07-25 21:16:56,803 semantic_segmentation INFO: Iters: 69460/150000 || Lr: 0.011428 || Task Loss: 0.4165 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:39 || Estimated Time: 1 day, 15:59:47
2023-07-25 21:17:13,672 semantic_segmentation INFO: Iters: 69470/150000 || Lr: 0.011427 || Task Loss: 0.8404 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:55 || Estimated Time: 1 day, 15:59:27
2023-07-25 21:17:30,599 semantic_segmentation INFO: Iters: 69480/150000 || Lr: 0.011425 || Task Loss: 0.5148 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:12 || Estimated Time: 1 day, 15:59:09
2023-07-25 21:17:47,616 semantic_segmentation INFO: Iters: 69490/150000 || Lr: 0.011424 || Task Loss: 0.5128 || KD Loss: 0.1873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:29 || Estimated Time: 1 day, 15:58:50
2023-07-25 21:18:04,506 semantic_segmentation INFO: Iters: 69500/150000 || Lr: 0.011423 || Task Loss: 0.3706 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:46 || Estimated Time: 1 day, 15:58:31
2023-07-25 21:18:21,394 semantic_segmentation INFO: Iters: 69510/150000 || Lr: 0.011421 || Task Loss: 0.6808 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:03 || Estimated Time: 1 day, 15:58:12
2023-07-25 21:18:38,189 semantic_segmentation INFO: Iters: 69520/150000 || Lr: 0.011420 || Task Loss: 0.4963 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:20 || Estimated Time: 1 day, 15:57:52
2023-07-25 21:18:55,047 semantic_segmentation INFO: Iters: 69530/150000 || Lr: 0.011419 || Task Loss: 0.8078 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:37 || Estimated Time: 1 day, 15:57:33
2023-07-25 21:19:11,907 semantic_segmentation INFO: Iters: 69540/150000 || Lr: 0.011418 || Task Loss: 0.4873 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:54 || Estimated Time: 1 day, 15:57:14
2023-07-25 21:19:28,755 semantic_segmentation INFO: Iters: 69550/150000 || Lr: 0.011416 || Task Loss: 0.4145 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:11 || Estimated Time: 1 day, 15:56:55
2023-07-25 21:19:45,623 semantic_segmentation INFO: Iters: 69560/150000 || Lr: 0.011415 || Task Loss: 0.6560 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:27 || Estimated Time: 1 day, 15:56:36
2023-07-25 21:20:02,366 semantic_segmentation INFO: Iters: 69570/150000 || Lr: 0.011414 || Task Loss: 0.5966 || KD Loss: 0.2088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:44 || Estimated Time: 1 day, 15:56:17
2023-07-25 21:20:19,299 semantic_segmentation INFO: Iters: 69580/150000 || Lr: 0.011412 || Task Loss: 0.7099 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:01 || Estimated Time: 1 day, 15:55:58
2023-07-25 21:20:36,119 semantic_segmentation INFO: Iters: 69590/150000 || Lr: 0.011411 || Task Loss: 0.4687 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:18 || Estimated Time: 1 day, 15:55:39
2023-07-25 21:20:52,944 semantic_segmentation INFO: Iters: 69600/150000 || Lr: 0.011410 || Task Loss: 0.4572 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:35 || Estimated Time: 1 day, 15:55:20
2023-07-25 21:20:53,070 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 21:20:53,476 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.092
2023-07-25 21:20:53,489 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.932, mIoU: 0.125
2023-07-25 21:20:53,500 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.932, mIoU: 0.126
2023-07-25 21:20:53,514 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.129
2023-07-25 21:20:53,527 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.911, mIoU: 0.192
2023-07-25 21:20:53,539 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.922, mIoU: 0.238
2023-07-25 21:20:53,552 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.921, mIoU: 0.270
2023-07-25 21:20:53,566 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.930, mIoU: 0.279
2023-07-25 21:20:53,578 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.929, mIoU: 0.313
2023-07-25 21:20:53,591 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.352
2023-07-25 21:20:53,605 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.354
2023-07-25 21:20:53,619 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.399
2023-07-25 21:20:53,630 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.883, mIoU: 0.350
2023-07-25 21:20:53,644 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.352
2023-07-25 21:20:53,658 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.886, mIoU: 0.344
2023-07-25 21:20:53,670 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.340
2023-07-25 21:20:53,680 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.881, mIoU: 0.332
2023-07-25 21:20:53,692 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.883, mIoU: 0.332
2023-07-25 21:20:53,705 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.887, mIoU: 0.341
2023-07-25 21:20:53,720 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.889, mIoU: 0.387
2023-07-25 21:20:53,734 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.885, mIoU: 0.377
2023-07-25 21:20:53,748 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.888, mIoU: 0.385
2023-07-25 21:20:53,762 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.886, mIoU: 0.411
2023-07-25 21:20:53,777 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.890, mIoU: 0.414
2023-07-25 21:20:53,792 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.889, mIoU: 0.411
2023-07-25 21:20:53,805 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.887, mIoU: 0.413
2023-07-25 21:20:53,818 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.889, mIoU: 0.415
2023-07-25 21:20:53,829 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.891, mIoU: 0.414
2023-07-25 21:20:53,844 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.888, mIoU: 0.404
2023-07-25 21:20:53,858 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.892, mIoU: 0.404
2023-07-25 21:20:53,872 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.895, mIoU: 0.410
2023-07-25 21:20:53,886 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.410
2023-07-25 21:20:53,901 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.900, mIoU: 0.418
2023-07-25 21:20:53,915 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.414
2023-07-25 21:20:53,929 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.424
2023-07-25 21:20:53,943 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.898, mIoU: 0.425
2023-07-25 21:20:53,956 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.423
2023-07-25 21:20:53,968 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.460
2023-07-25 21:20:53,984 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.471
2023-07-25 21:20:53,996 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.904, mIoU: 0.471
2023-07-25 21:20:54,008 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.899, mIoU: 0.481
2023-07-25 21:20:54,022 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.901, mIoU: 0.481
2023-07-25 21:20:54,036 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-25 21:20:54,049 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.477
2023-07-25 21:20:54,063 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.485
2023-07-25 21:20:54,078 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.487
2023-07-25 21:20:54,091 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.493
2023-07-25 21:20:54,103 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.900, mIoU: 0.494
2023-07-25 21:20:54,117 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.901, mIoU: 0.493
2023-07-25 21:20:54,132 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.900, mIoU: 0.491
2023-07-25 21:20:54,147 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.901, mIoU: 0.490
2023-07-25 21:20:54,162 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.903, mIoU: 0.490
2023-07-25 21:20:54,175 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.903, mIoU: 0.488
2023-07-25 21:20:54,190 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.903, mIoU: 0.488
2023-07-25 21:20:54,204 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.490
2023-07-25 21:20:54,217 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.487
2023-07-25 21:20:54,232 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.902, mIoU: 0.486
2023-07-25 21:20:54,248 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.903, mIoU: 0.484
2023-07-25 21:20:54,261 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.904, mIoU: 0.484
2023-07-25 21:20:54,276 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.897, mIoU: 0.510
2023-07-25 21:20:54,289 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.897, mIoU: 0.514
2023-07-25 21:20:54,304 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.898, mIoU: 0.513
2023-07-25 21:20:54,317 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.899, mIoU: 0.512
2023-07-25 21:20:54,334 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.898, mIoU: 0.511
2023-07-25 21:20:54,347 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.899, mIoU: 0.515
2023-07-25 21:20:54,362 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.900, mIoU: 0.515
2023-07-25 21:20:54,377 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.516
2023-07-25 21:20:54,390 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.902, mIoU: 0.560
2023-07-25 21:20:54,405 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.904, mIoU: 0.561
2023-07-25 21:20:54,419 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.900, mIoU: 0.560
2023-07-25 21:20:54,435 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-25 21:20:54,447 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-25 21:20:54,462 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-25 21:20:54,478 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-25 21:20:54,492 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-25 21:20:54,507 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-25 21:20:54,522 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 21:20:54,532 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 21:20:54,547 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 21:20:54,563 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 21:20:54,576 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 21:20:54,591 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 21:20:54,606 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 21:20:54,621 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 21:20:54,637 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 21:20:54,652 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 21:20:54,667 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-25 21:20:54,682 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-25 21:20:54,697 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:20:54,710 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:20:54,725 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 21:20:54,740 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 21:20:54,755 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-25 21:20:54,770 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.889, mIoU: 0.568
2023-07-25 21:20:54,785 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-25 21:20:54,800 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 21:20:54,813 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-25 21:20:54,826 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.889, mIoU: 0.571
2023-07-25 21:20:54,841 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 21:20:54,854 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 21:20:54,869 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 21:20:54,884 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:20:54,897 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:20:54,912 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:20:54,927 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 21:20:54,939 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:20:54,954 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:20:54,969 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:20:54,983 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 21:20:54,996 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:20:55,009 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:20:55,022 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:20:55,037 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 21:20:55,052 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 21:20:55,067 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 21:20:55,080 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 21:20:55,093 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 21:20:55,108 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 21:20:55,121 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 21:20:55,136 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:20:55,151 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-25 21:20:55,164 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 21:20:55,177 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 21:20:55,193 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 21:20:55,208 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 21:20:55,217 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 21:20:55,229 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 21:20:55,245 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-25 21:20:55,254 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 21:20:55,267 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 21:20:55,282 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 21:20:55,296 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 21:20:55,310 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 21:20:55,325 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 21:20:55,338 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 21:20:55,350 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 21:20:55,365 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 21:20:55,378 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-25 21:20:55,393 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 21:20:55,406 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 21:20:55,421 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 21:20:55,436 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-25 21:20:55,451 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 21:20:55,467 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.889, mIoU: 0.553
2023-07-25 21:20:55,482 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-25 21:20:55,496 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 21:20:55,511 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 21:20:55,525 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 21:20:55,536 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:20:55,551 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:20:55,566 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:20:55,579 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:20:55,593 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:20:55,606 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:20:55,619 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 21:20:55,634 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:20:55,649 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:20:55,665 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:20:55,680 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:20:55,695 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:20:55,710 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:20:55,725 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:20:55,738 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 21:20:55,753 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 21:20:55,766 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:20:55,779 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:20:55,791 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 21:20:55,806 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:20:55,820 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 21:20:55,835 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-25 21:20:55,850 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 21:20:55,864 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-25 21:20:55,879 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-25 21:20:55,894 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-25 21:20:55,910 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 21:20:55,926 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-25 21:20:55,940 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-25 21:20:55,954 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 21:20:55,969 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 21:20:55,983 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 21:20:55,998 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-25 21:20:56,012 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 21:20:56,027 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-25 21:20:56,041 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-25 21:20:56,057 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-25 21:20:56,072 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 21:20:56,087 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-25 21:20:56,102 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.891, mIoU: 0.552
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2023-07-25 21:21:00,408 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-25 21:21:00,421 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.893, mIoU: 0.556
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2023-07-25 21:21:00,465 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-25 21:21:00,480 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 21:21:00,489 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 21:21:00,504 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.893, mIoU: 0.559
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2023-07-25 21:21:00,603 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-25 21:21:00,618 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 21:21:00,633 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.895, mIoU: 0.563
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2023-07-25 21:21:00,763 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-25 21:21:00,794 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 21:21:00,807 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-25 21:21:00,821 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.894, mIoU: 0.564
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2023-07-25 21:21:00,852 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 21:21:00,867 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 21:21:00,882 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-25 21:21:00,895 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 21:21:00,910 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 21:21:00,926 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 21:21:00,939 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 21:21:00,954 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 21:21:00,966 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 21:21:01,047 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-25 21:21:01,076 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,085 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,099 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,114 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,129 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-25 21:21:01,171 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,184 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,198 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 21:21:01,214 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 21:21:01,229 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 21:21:01,820 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 21:21:01,832 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:01,847 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:01,861 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:01,876 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,890 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,904 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,915 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,930 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,944 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,958 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 21:21:01,972 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 21:21:01,987 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 21:21:01,998 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 21:21:02,012 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,027 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,041 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,054 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,069 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,083 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 21:21:02,098 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 21:21:02,113 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 21:21:02,128 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,143 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 21:21:02,158 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 21:21:02,173 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 21:21:02,187 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 21:21:02,200 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 21:21:02,215 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,230 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,245 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,258 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,274 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,288 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,303 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 21:21:02,318 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,334 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,350 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,365 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 21:21:02,380 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,395 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 21:21:02,409 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,423 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,438 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,456 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,470 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 21:21:02,485 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,495 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 21:21:02,508 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 21:21:02,523 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 21:21:02,536 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,550 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,563 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,575 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,590 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,606 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 21:21:02,620 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 21:21:02,636 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,650 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,664 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,677 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 21:21:02,692 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 21:21:02,707 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 21:21:02,723 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,738 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 21:21:02,753 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,768 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,781 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 21:21:02,795 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 21:21:02,811 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 21:21:02,824 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 21:21:02,837 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 21:21:02,850 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 21:21:02,866 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 21:21:02,881 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 21:21:02,893 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 21:21:02,908 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 21:21:02,923 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 21:21:02,938 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 21:21:02,950 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 21:21:02,963 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 21:21:02,971 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 21:21:02,985 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 21:21:03,000 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 21:21:03,015 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 21:21:03,030 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 21:21:03,045 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,060 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 21:21:03,077 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,092 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 21:21:03,105 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 21:21:03,120 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 21:21:03,134 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,150 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,165 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,178 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,191 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 21:21:03,205 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 21:21:03,219 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 21:21:03,233 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 21:21:03,246 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 21:21:03,259 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 21:21:03,273 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,288 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,300 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,314 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,326 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,338 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:03,352 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:03,367 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,382 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,396 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,411 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,425 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:03,438 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,453 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,468 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,485 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,501 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:03,516 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-25 21:21:03,531 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:03,544 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:03,557 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:03,569 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,584 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,601 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,614 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,627 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,642 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 21:21:03,656 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 21:21:03,671 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,686 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,702 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,715 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,730 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,743 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,757 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,772 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,786 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,802 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,815 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,831 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,847 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,859 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,872 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 21:21:03,888 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:03,903 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,918 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,933 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,945 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 21:21:03,958 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:03,972 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:03,985 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:04,000 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:04,017 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,030 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,045 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,058 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,073 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,088 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,101 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,114 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,129 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,144 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,157 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,172 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,187 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,201 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,214 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,229 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,244 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,261 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,274 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,288 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,301 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,317 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,330 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,343 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,358 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,373 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,386 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:04,402 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,417 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,433 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,448 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,461 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,473 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,487 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,501 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,514 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,527 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,542 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,556 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:04,569 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:04,583 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:04,599 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:04,614 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:04,629 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:04,642 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:04,656 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:04,671 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:04,686 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:04,701 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:04,716 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:04,729 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:04,742 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:04,753 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,768 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:04,784 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,798 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,812 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,822 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,835 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,850 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,865 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,878 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,892 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:04,906 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,921 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,934 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,949 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:04,963 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:04,978 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:04,993 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:05,006 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:05,022 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,037 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,052 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,067 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,082 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,096 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,111 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,125 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,140 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,155 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,168 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,180 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,193 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,209 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,223 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,239 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,253 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,265 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,279 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,295 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,310 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,324 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,339 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,354 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,367 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,382 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,398 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,412 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,426 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,437 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-25 21:21:05,454 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:05,469 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:05,484 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:05,498 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:05,512 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:05,527 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-25 21:21:05,542 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,557 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,570 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,585 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,597 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,612 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,626 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,638 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,654 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,667 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-25 21:21:05,681 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,696 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:05,710 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,724 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,739 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,754 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,768 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,784 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,798 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,814 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,828 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,838 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,852 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,865 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,880 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,895 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,910 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,923 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,938 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,953 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,967 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,983 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:05,999 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,012 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,027 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,042 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,057 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,070 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,085 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,099 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,115 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,128 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,142 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,157 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,170 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,184 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,199 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,211 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,225 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,238 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,252 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,267 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:06,282 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,296 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,311 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,326 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,339 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,352 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,367 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,379 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,392 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,407 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:06,422 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,436 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,452 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:06,465 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:06,477 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:06,493 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:06,508 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:06,520 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,535 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,548 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,564 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:06,578 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:06,594 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:06,609 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:06,624 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:06,633 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,649 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,664 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,677 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,691 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,706 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:06,721 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,734 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,749 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,764 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 21:21:06,779 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 21:21:06,794 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,809 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,825 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,840 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,853 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,868 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,883 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,897 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 21:21:06,910 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,925 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,941 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,956 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,963 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,976 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:06,989 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:07,002 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:07,014 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:07,029 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:07,043 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:07,058 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:07,070 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:07,083 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:07,098 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:07,109 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:07,125 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:07,138 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,152 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,167 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,182 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,197 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,208 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,221 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,235 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,250 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,264 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,279 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,291 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,301 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,312 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,325 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,336 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,351 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,364 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:07,379 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:07,395 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:07,411 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:07,425 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 21:21:07,440 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,456 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,471 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,487 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,501 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,516 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,531 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,547 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,559 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,572 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,586 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,598 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,614 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,627 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,641 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 21:21:07,656 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,673 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,687 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,701 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,715 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,730 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,745 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,761 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,774 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,788 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,803 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,819 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,834 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,849 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,864 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,880 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,895 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-25 21:21:07,910 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,922 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 21:21:07,938 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:07,948 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,961 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,976 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 21:21:07,987 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:08,002 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-25 21:21:08,017 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 21:21:08,032 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 21:21:08,047 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,062 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,077 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,092 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:08,104 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,119 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,131 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,146 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,161 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,174 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,188 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,202 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,217 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,232 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 21:21:08,247 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,262 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,277 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,290 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,303 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 21:21:08,318 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 21:21:08,331 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,344 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,360 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:08,375 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,390 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,402 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:08,416 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:08,431 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-25 21:21:08,446 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,462 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,475 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,488 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,502 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:08,517 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:08,532 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:08,547 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.591
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2023-07-25 21:21:08,590 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,605 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,620 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-25 21:21:08,649 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,664 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,676 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,691 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,706 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-25 21:21:08,721 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,733 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 21:21:08,747 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-25 21:21:08,791 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,806 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,821 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:08,835 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,851 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,866 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,882 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:08,895 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:08,910 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:08,926 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 21:21:08,939 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,954 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,967 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-25 21:21:08,976 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-25 21:21:09,017 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-25 21:21:09,033 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-25 21:21:09,047 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.591
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2023-07-25 21:21:09,073 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-25 21:21:09,102 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:09,116 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:09,133 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-25 21:21:09,260 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-25 21:21:09,274 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-25 21:21:09,289 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-25 21:21:09,387 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-25 21:21:10,192 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-25 21:21:10,207 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 21:21:10,220 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 21:21:10,234 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 21:21:10,248 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 21:21:10,261 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,276 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,291 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,306 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,321 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,337 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,351 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,365 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,380 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,393 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,407 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,423 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,438 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,451 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,466 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,477 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,492 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 21:21:10,508 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 21:21:10,523 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 21:21:10,536 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 21:21:10,551 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,567 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,582 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,593 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,608 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,623 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-25 21:21:10,633 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,648 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,663 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,678 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,691 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-25 21:21:10,703 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 21:21:10,718 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 21:21:10,731 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,746 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,759 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,774 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,786 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,799 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-25 21:21:10,814 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 21:21:10,829 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:10,844 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 21:21:10,859 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,875 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,888 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,904 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,918 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,933 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:10,948 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:10,961 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:10,974 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:10,990 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,006 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,021 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,034 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,047 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,061 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,076 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:11,089 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,102 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,116 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:11,131 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:11,145 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,159 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,174 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,189 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,202 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,216 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,231 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,245 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.896, mIoU: 0.582
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2023-07-25 21:21:11,275 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.896, mIoU: 0.582
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2023-07-25 21:21:11,304 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 21:21:11,319 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:11,333 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-25 21:21:11,361 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,376 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-25 21:21:11,421 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,436 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,451 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.895, mIoU: 0.584
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2023-07-25 21:21:11,477 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,492 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,508 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,521 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,536 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,552 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,566 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,581 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,596 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,611 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,626 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,639 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,651 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,664 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:11,677 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,690 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,704 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,719 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 21:21:11,732 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,745 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,759 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,770 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,784 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,799 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,814 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,828 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,843 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,856 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:11,870 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-25 21:21:11,944 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,958 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,973 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:11,988 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:12,003 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:12,017 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 21:21:12,030 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.895, mIoU: 0.584
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2023-07-25 21:21:12,059 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.585
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2023-07-25 21:21:12,089 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,116 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 21:21:12,131 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 21:21:12,146 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 21:21:12,161 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 21:21:12,175 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:12,190 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:12,205 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:12,215 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:12,229 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 21:21:12,242 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,300 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 21:21:12,313 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,339 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,368 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,397 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,651 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 21:21:12,902 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-25 21:21:12,933 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:12,948 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:12,963 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:12,976 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:12,991 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,007 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,022 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,037 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,052 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,068 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,081 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,096 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,110 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,125 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,138 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 21:21:13,150 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:13,165 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:13,180 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:13,194 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 21:21:13,209 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,223 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,238 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,252 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,265 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,280 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,293 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,308 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,323 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,338 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,353 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,366 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,381 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,396 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,411 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,426 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,440 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,456 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,470 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,483 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,498 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,511 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,526 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,540 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,555 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,570 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,585 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,599 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,608 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,623 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,636 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,650 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 21:21:13,665 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,680 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,694 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,705 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,715 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,731 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,746 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,760 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,773 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,788 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,802 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,815 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,830 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,845 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,859 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:13,873 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,886 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,901 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,916 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,931 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,943 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,958 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,973 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:13,988 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:14,004 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:14,017 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:14,031 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:14,046 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 21:21:14,062 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 21:21:30,683 semantic_segmentation INFO: Iters: 69610/150000 || Lr: 0.011409 || Task Loss: 0.4934 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:12 || Estimated Time: 1 day, 15:55:25
2023-07-25 21:21:47,439 semantic_segmentation INFO: Iters: 69620/150000 || Lr: 0.011407 || Task Loss: 0.5871 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:29 || Estimated Time: 1 day, 15:55:06
2023-07-25 21:22:04,233 semantic_segmentation INFO: Iters: 69630/150000 || Lr: 0.011406 || Task Loss: 0.4500 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:46 || Estimated Time: 1 day, 15:54:47
2023-07-25 21:22:21,024 semantic_segmentation INFO: Iters: 69640/150000 || Lr: 0.011405 || Task Loss: 0.5587 || KD Loss: 0.1599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:03 || Estimated Time: 1 day, 15:54:28
2023-07-25 21:22:37,857 semantic_segmentation INFO: Iters: 69650/150000 || Lr: 0.011404 || Task Loss: 0.5664 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:20 || Estimated Time: 1 day, 15:54:08
2023-07-25 21:22:54,831 semantic_segmentation INFO: Iters: 69660/150000 || Lr: 0.011402 || Task Loss: 0.5936 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:37 || Estimated Time: 1 day, 15:53:50
2023-07-25 21:23:11,611 semantic_segmentation INFO: Iters: 69670/150000 || Lr: 0.011401 || Task Loss: 0.5459 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:53 || Estimated Time: 1 day, 15:53:30
2023-07-25 21:23:28,480 semantic_segmentation INFO: Iters: 69680/150000 || Lr: 0.011400 || Task Loss: 0.6955 || KD Loss: 0.2149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:10 || Estimated Time: 1 day, 15:53:11
2023-07-25 21:23:45,292 semantic_segmentation INFO: Iters: 69690/150000 || Lr: 0.011398 || Task Loss: 0.4880 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:27 || Estimated Time: 1 day, 15:52:52
2023-07-25 21:24:02,111 semantic_segmentation INFO: Iters: 69700/150000 || Lr: 0.011397 || Task Loss: 0.6621 || KD Loss: 0.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:44 || Estimated Time: 1 day, 15:52:33
2023-07-25 21:24:18,971 semantic_segmentation INFO: Iters: 69710/150000 || Lr: 0.011396 || Task Loss: 0.7443 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:01 || Estimated Time: 1 day, 15:52:14
2023-07-25 21:24:35,832 semantic_segmentation INFO: Iters: 69720/150000 || Lr: 0.011395 || Task Loss: 0.4816 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:18 || Estimated Time: 1 day, 15:51:55
2023-07-25 21:24:52,715 semantic_segmentation INFO: Iters: 69730/150000 || Lr: 0.011393 || Task Loss: 0.4876 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:34 || Estimated Time: 1 day, 15:51:36
2023-07-25 21:25:09,574 semantic_segmentation INFO: Iters: 69740/150000 || Lr: 0.011392 || Task Loss: 0.6330 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:51 || Estimated Time: 1 day, 15:51:17
2023-07-25 21:25:26,343 semantic_segmentation INFO: Iters: 69750/150000 || Lr: 0.011391 || Task Loss: 0.3890 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:08 || Estimated Time: 1 day, 15:50:58
2023-07-25 21:25:43,212 semantic_segmentation INFO: Iters: 69760/150000 || Lr: 0.011389 || Task Loss: 0.4949 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:25 || Estimated Time: 1 day, 15:50:39
2023-07-25 21:26:00,074 semantic_segmentation INFO: Iters: 69770/150000 || Lr: 0.011388 || Task Loss: 0.4297 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:42 || Estimated Time: 1 day, 15:50:20
2023-07-25 21:26:17,346 semantic_segmentation INFO: Iters: 69780/150000 || Lr: 0.011387 || Task Loss: 0.5804 || KD Loss: 0.1612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:59 || Estimated Time: 1 day, 15:50:01
2023-07-25 21:26:34,120 semantic_segmentation INFO: Iters: 69790/150000 || Lr: 0.011386 || Task Loss: 0.8316 || KD Loss: 0.3191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:16 || Estimated Time: 1 day, 15:49:42
2023-07-25 21:26:50,883 semantic_segmentation INFO: Iters: 69800/150000 || Lr: 0.011384 || Task Loss: 0.5414 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:33 || Estimated Time: 1 day, 15:49:23
2023-07-25 21:27:07,795 semantic_segmentation INFO: Iters: 69810/150000 || Lr: 0.011383 || Task Loss: 0.5862 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:50 || Estimated Time: 1 day, 15:49:04
2023-07-25 21:27:24,657 semantic_segmentation INFO: Iters: 69820/150000 || Lr: 0.011382 || Task Loss: 0.3892 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:06 || Estimated Time: 1 day, 15:48:45
2023-07-25 21:27:41,587 semantic_segmentation INFO: Iters: 69830/150000 || Lr: 0.011381 || Task Loss: 0.6194 || KD Loss: 0.1721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:23 || Estimated Time: 1 day, 15:48:26
2023-07-25 21:27:58,504 semantic_segmentation INFO: Iters: 69840/150000 || Lr: 0.011379 || Task Loss: 0.4345 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:40 || Estimated Time: 1 day, 15:48:07
2023-07-25 21:28:15,307 semantic_segmentation INFO: Iters: 69850/150000 || Lr: 0.011378 || Task Loss: 0.4820 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:57 || Estimated Time: 1 day, 15:47:48
2023-07-25 21:28:32,167 semantic_segmentation INFO: Iters: 69860/150000 || Lr: 0.011377 || Task Loss: 0.4124 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:14 || Estimated Time: 1 day, 15:47:29
2023-07-25 21:28:49,111 semantic_segmentation INFO: Iters: 69870/150000 || Lr: 0.011375 || Task Loss: 0.6702 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:31 || Estimated Time: 1 day, 15:47:10
2023-07-25 21:29:05,948 semantic_segmentation INFO: Iters: 69880/150000 || Lr: 0.011374 || Task Loss: 0.3517 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:48 || Estimated Time: 1 day, 15:46:51
2023-07-25 21:29:22,831 semantic_segmentation INFO: Iters: 69890/150000 || Lr: 0.011373 || Task Loss: 0.4324 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:05 || Estimated Time: 1 day, 15:46:32
2023-07-25 21:29:39,695 semantic_segmentation INFO: Iters: 69900/150000 || Lr: 0.011372 || Task Loss: 0.4435 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:21 || Estimated Time: 1 day, 15:46:13
2023-07-25 21:29:56,776 semantic_segmentation INFO: Iters: 69910/150000 || Lr: 0.011370 || Task Loss: 0.4954 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:39 || Estimated Time: 1 day, 15:45:54
2023-07-25 21:30:13,591 semantic_segmentation INFO: Iters: 69920/150000 || Lr: 0.011369 || Task Loss: 0.5568 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:55 || Estimated Time: 1 day, 15:45:35
2023-07-25 21:30:30,396 semantic_segmentation INFO: Iters: 69930/150000 || Lr: 0.011368 || Task Loss: 0.5477 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:12 || Estimated Time: 1 day, 15:45:16
2023-07-25 21:30:47,170 semantic_segmentation INFO: Iters: 69940/150000 || Lr: 0.011367 || Task Loss: 0.5457 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:29 || Estimated Time: 1 day, 15:44:57
2023-07-25 21:31:03,964 semantic_segmentation INFO: Iters: 69950/150000 || Lr: 0.011365 || Task Loss: 0.6216 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:46 || Estimated Time: 1 day, 15:44:38
2023-07-25 21:31:20,699 semantic_segmentation INFO: Iters: 69960/150000 || Lr: 0.011364 || Task Loss: 0.3742 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:02 || Estimated Time: 1 day, 15:44:18
2023-07-25 21:31:37,513 semantic_segmentation INFO: Iters: 69970/150000 || Lr: 0.011363 || Task Loss: 0.4495 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:19 || Estimated Time: 1 day, 15:43:59
2023-07-25 21:31:54,533 semantic_segmentation INFO: Iters: 69980/150000 || Lr: 0.011361 || Task Loss: 0.6455 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:36 || Estimated Time: 1 day, 15:43:40
2023-07-25 21:32:11,227 semantic_segmentation INFO: Iters: 69990/150000 || Lr: 0.011360 || Task Loss: 0.5052 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:53 || Estimated Time: 1 day, 15:43:21
2023-07-25 21:32:27,994 semantic_segmentation INFO: Iters: 70000/150000 || Lr: 0.011359 || Task Loss: 0.5719 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:45:10 || Estimated Time: 1 day, 15:43:02
2023-07-25 21:32:44,785 semantic_segmentation INFO: Iters: 70010/150000 || Lr: 0.011358 || Task Loss: 0.5178 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:45:27 || Estimated Time: 1 day, 15:42:43
2023-07-25 21:33:01,620 semantic_segmentation INFO: Iters: 70020/150000 || Lr: 0.011356 || Task Loss: 0.6288 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:45:43 || Estimated Time: 1 day, 15:42:24
2023-07-25 21:33:18,421 semantic_segmentation INFO: Iters: 70030/150000 || Lr: 0.011355 || Task Loss: 0.4649 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:00 || Estimated Time: 1 day, 15:42:05
2023-07-25 21:33:35,270 semantic_segmentation INFO: Iters: 70040/150000 || Lr: 0.011354 || Task Loss: 0.5214 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2438|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:17 || Estimated Time: 1 day, 15:41:46
2023-07-25 21:33:52,105 semantic_segmentation INFO: Iters: 70050/150000 || Lr: 0.011352 || Task Loss: 0.7783 || KD Loss: 0.1964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:34 || Estimated Time: 1 day, 15:41:27
2023-07-25 21:34:08,896 semantic_segmentation INFO: Iters: 70060/150000 || Lr: 0.011351 || Task Loss: 0.6192 || KD Loss: 0.1761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:51 || Estimated Time: 1 day, 15:41:08
2023-07-25 21:34:25,586 semantic_segmentation INFO: Iters: 70070/150000 || Lr: 0.011350 || Task Loss: 0.5182 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:07 || Estimated Time: 1 day, 15:40:48
2023-07-25 21:34:42,578 semantic_segmentation INFO: Iters: 70080/150000 || Lr: 0.011349 || Task Loss: 0.7053 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:24 || Estimated Time: 1 day, 15:40:29
2023-07-25 21:34:59,547 semantic_segmentation INFO: Iters: 70090/150000 || Lr: 0.011347 || Task Loss: 0.5094 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:41 || Estimated Time: 1 day, 15:40:11
2023-07-25 21:35:16,566 semantic_segmentation INFO: Iters: 70100/150000 || Lr: 0.011346 || Task Loss: 0.4752 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:58 || Estimated Time: 1 day, 15:39:52
2023-07-25 21:35:33,358 semantic_segmentation INFO: Iters: 70110/150000 || Lr: 0.011345 || Task Loss: 0.4980 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:15 || Estimated Time: 1 day, 15:39:33
2023-07-25 21:35:50,284 semantic_segmentation INFO: Iters: 70120/150000 || Lr: 0.011343 || Task Loss: 0.8451 || KD Loss: 0.2445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:32 || Estimated Time: 1 day, 15:39:14
2023-07-25 21:36:07,171 semantic_segmentation INFO: Iters: 70130/150000 || Lr: 0.011342 || Task Loss: 0.5004 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:49 || Estimated Time: 1 day, 15:38:55
2023-07-25 21:36:23,950 semantic_segmentation INFO: Iters: 70140/150000 || Lr: 0.011341 || Task Loss: 0.4410 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:06 || Estimated Time: 1 day, 15:38:36
2023-07-25 21:36:40,946 semantic_segmentation INFO: Iters: 70150/150000 || Lr: 0.011340 || Task Loss: 0.7193 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:23 || Estimated Time: 1 day, 15:38:17
2023-07-25 21:36:57,758 semantic_segmentation INFO: Iters: 70160/150000 || Lr: 0.011338 || Task Loss: 0.4361 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:40 || Estimated Time: 1 day, 15:37:58
2023-07-25 21:37:14,678 semantic_segmentation INFO: Iters: 70170/150000 || Lr: 0.011337 || Task Loss: 0.4963 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:56 || Estimated Time: 1 day, 15:37:39
2023-07-25 21:37:31,570 semantic_segmentation INFO: Iters: 70180/150000 || Lr: 0.011336 || Task Loss: 0.5253 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:13 || Estimated Time: 1 day, 15:37:20
2023-07-25 21:37:48,432 semantic_segmentation INFO: Iters: 70190/150000 || Lr: 0.011335 || Task Loss: 0.5813 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:30 || Estimated Time: 1 day, 15:37:01
2023-07-25 21:38:05,291 semantic_segmentation INFO: Iters: 70200/150000 || Lr: 0.011333 || Task Loss: 0.5100 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:47 || Estimated Time: 1 day, 15:36:42
2023-07-25 21:38:22,121 semantic_segmentation INFO: Iters: 70210/150000 || Lr: 0.011332 || Task Loss: 0.6572 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:04 || Estimated Time: 1 day, 15:36:23
2023-07-25 21:38:38,908 semantic_segmentation INFO: Iters: 70220/150000 || Lr: 0.011331 || Task Loss: 0.4938 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:21 || Estimated Time: 1 day, 15:36:04
2023-07-25 21:38:55,808 semantic_segmentation INFO: Iters: 70230/150000 || Lr: 0.011329 || Task Loss: 0.4682 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:38 || Estimated Time: 1 day, 15:35:45
2023-07-25 21:39:12,658 semantic_segmentation INFO: Iters: 70240/150000 || Lr: 0.011328 || Task Loss: 0.7438 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2461|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:54 || Estimated Time: 1 day, 15:35:26
2023-07-25 21:39:29,458 semantic_segmentation INFO: Iters: 70250/150000 || Lr: 0.011327 || Task Loss: 0.4661 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:52:11 || Estimated Time: 1 day, 15:35:06
2023-07-25 21:39:46,178 semantic_segmentation INFO: Iters: 70260/150000 || Lr: 0.011326 || Task Loss: 0.5050 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:52:28 || Estimated Time: 1 day, 15:34:47
2023-07-25 21:40:03,044 semantic_segmentation INFO: Iters: 70270/150000 || Lr: 0.011324 || Task Loss: 0.5703 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:52:45 || Estimated Time: 1 day, 15:34:28
2023-07-25 21:40:19,855 semantic_segmentation INFO: Iters: 70280/150000 || Lr: 0.011323 || Task Loss: 0.7153 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:02 || Estimated Time: 1 day, 15:34:09
2023-07-25 21:40:36,620 semantic_segmentation INFO: Iters: 70290/150000 || Lr: 0.011322 || Task Loss: 0.6087 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:18 || Estimated Time: 1 day, 15:33:50
2023-07-25 21:40:53,528 semantic_segmentation INFO: Iters: 70300/150000 || Lr: 0.011320 || Task Loss: 0.5192 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:35 || Estimated Time: 1 day, 15:33:31
2023-07-25 21:41:10,271 semantic_segmentation INFO: Iters: 70310/150000 || Lr: 0.011319 || Task Loss: 0.5102 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:52 || Estimated Time: 1 day, 15:33:12
2023-07-25 21:41:27,081 semantic_segmentation INFO: Iters: 70320/150000 || Lr: 0.011318 || Task Loss: 0.5772 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:09 || Estimated Time: 1 day, 15:32:53
2023-07-25 21:41:43,871 semantic_segmentation INFO: Iters: 70330/150000 || Lr: 0.011317 || Task Loss: 0.6373 || KD Loss: 0.2735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:26 || Estimated Time: 1 day, 15:32:34
2023-07-25 21:42:00,744 semantic_segmentation INFO: Iters: 70340/150000 || Lr: 0.011315 || Task Loss: 0.7217 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:43 || Estimated Time: 1 day, 15:32:15
2023-07-25 21:42:17,586 semantic_segmentation INFO: Iters: 70350/150000 || Lr: 0.011314 || Task Loss: 0.6011 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:59 || Estimated Time: 1 day, 15:31:56
2023-07-25 21:42:34,352 semantic_segmentation INFO: Iters: 70360/150000 || Lr: 0.011313 || Task Loss: 0.5510 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:16 || Estimated Time: 1 day, 15:31:37
2023-07-25 21:42:51,730 semantic_segmentation INFO: Iters: 70370/150000 || Lr: 0.011312 || Task Loss: 0.3621 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:34 || Estimated Time: 1 day, 15:31:18
2023-07-25 21:43:08,527 semantic_segmentation INFO: Iters: 70380/150000 || Lr: 0.011310 || Task Loss: 0.5806 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:50 || Estimated Time: 1 day, 15:30:59
2023-07-25 21:43:25,356 semantic_segmentation INFO: Iters: 70390/150000 || Lr: 0.011309 || Task Loss: 0.4758 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:56:07 || Estimated Time: 1 day, 15:30:40
2023-07-25 21:43:42,225 semantic_segmentation INFO: Iters: 70400/150000 || Lr: 0.011308 || Task Loss: 0.6584 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:56:24 || Estimated Time: 1 day, 15:30:21
2023-07-25 21:43:42,350 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 21:43:42,739 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-25 21:43:42,767 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.130
2023-07-25 21:43:42,779 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.155
2023-07-25 21:43:42,793 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.157
2023-07-25 21:43:42,806 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.938, mIoU: 0.223
2023-07-25 21:43:42,818 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.898, mIoU: 0.230
2023-07-25 21:43:42,831 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.877, mIoU: 0.250
2023-07-25 21:43:42,845 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.890, mIoU: 0.257
2023-07-25 21:43:42,857 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.891, mIoU: 0.286
2023-07-25 21:43:42,870 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.891, mIoU: 0.322
2023-07-25 21:43:42,884 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.878, mIoU: 0.324
2023-07-25 21:43:42,898 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.350
2023-07-25 21:43:42,910 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.857, mIoU: 0.327
2023-07-25 21:43:42,924 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.860, mIoU: 0.311
2023-07-25 21:43:42,938 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.864, mIoU: 0.307
2023-07-25 21:43:42,950 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.869, mIoU: 0.303
2023-07-25 21:43:42,960 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.869, mIoU: 0.301
2023-07-25 21:43:42,972 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.863, mIoU: 0.294
2023-07-25 21:43:42,986 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.866, mIoU: 0.298
2023-07-25 21:43:43,002 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.869, mIoU: 0.337
2023-07-25 21:43:43,016 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.874, mIoU: 0.353
2023-07-25 21:43:43,030 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.877, mIoU: 0.366
2023-07-25 21:43:43,044 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.876, mIoU: 0.389
2023-07-25 21:43:43,060 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.880, mIoU: 0.394
2023-07-25 21:43:43,075 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.883, mIoU: 0.397
2023-07-25 21:43:43,088 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.880, mIoU: 0.400
2023-07-25 21:43:43,102 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.883, mIoU: 0.402
2023-07-25 21:43:43,114 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.886, mIoU: 0.401
2023-07-25 21:43:43,128 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.882, mIoU: 0.393
2023-07-25 21:43:43,142 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.886, mIoU: 0.393
2023-07-25 21:43:43,155 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.889, mIoU: 0.400
2023-07-25 21:43:43,170 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-25 21:43:43,184 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.409
2023-07-25 21:43:43,198 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.895, mIoU: 0.408
2023-07-25 21:43:43,212 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.895, mIoU: 0.426
2023-07-25 21:43:43,226 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.427
2023-07-25 21:43:43,238 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.426
2023-07-25 21:43:43,250 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.901, mIoU: 0.451
2023-07-25 21:43:43,265 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.438
2023-07-25 21:43:43,277 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.897, mIoU: 0.437
2023-07-25 21:43:43,290 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.448
2023-07-25 21:43:43,304 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.894, mIoU: 0.447
2023-07-25 21:43:43,318 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.892, mIoU: 0.446
2023-07-25 21:43:43,331 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.893, mIoU: 0.446
2023-07-25 21:43:43,345 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.893, mIoU: 0.448
2023-07-25 21:43:43,360 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.893, mIoU: 0.448
2023-07-25 21:43:43,372 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.895, mIoU: 0.457
2023-07-25 21:43:43,384 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.895, mIoU: 0.458
2023-07-25 21:43:43,398 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.895, mIoU: 0.452
2023-07-25 21:43:43,414 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.893, mIoU: 0.445
2023-07-25 21:43:43,429 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.893, mIoU: 0.444
2023-07-25 21:43:43,444 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.895, mIoU: 0.444
2023-07-25 21:43:43,456 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.442
2023-07-25 21:43:43,471 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.442
2023-07-25 21:43:43,486 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.898, mIoU: 0.447
2023-07-25 21:43:43,499 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.896, mIoU: 0.443
2023-07-25 21:43:43,514 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.897, mIoU: 0.444
2023-07-25 21:43:43,531 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-25 21:43:43,545 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.446
2023-07-25 21:43:43,560 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.892, mIoU: 0.478
2023-07-25 21:43:43,573 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.478
2023-07-25 21:43:43,589 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.893, mIoU: 0.475
2023-07-25 21:43:43,602 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.894, mIoU: 0.473
2023-07-25 21:43:43,620 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.895, mIoU: 0.480
2023-07-25 21:43:43,634 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.896, mIoU: 0.488
2023-07-25 21:43:43,649 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.897, mIoU: 0.488
2023-07-25 21:43:43,664 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.899, mIoU: 0.489
2023-07-25 21:43:43,678 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.534
2023-07-25 21:43:43,693 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.535
2023-07-25 21:43:43,708 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.897, mIoU: 0.533
2023-07-25 21:43:43,723 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-25 21:43:43,736 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-25 21:43:43,751 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.897, mIoU: 0.544
2023-07-25 21:43:43,766 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-25 21:43:43,781 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.899, mIoU: 0.555
2023-07-25 21:43:43,796 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-25 21:43:43,811 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-25 21:43:43,820 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-25 21:43:43,835 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-25 21:43:43,852 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-25 21:43:43,865 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-25 21:43:43,879 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 21:43:43,894 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 21:43:43,909 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 21:43:43,925 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-25 21:43:43,941 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 21:43:43,956 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-25 21:43:43,971 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-25 21:43:43,987 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 21:43:44,000 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-25 21:43:44,015 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 21:43:44,031 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 21:43:44,047 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-25 21:43:44,062 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:44,077 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 21:43:44,092 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:44,105 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:44,118 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 21:43:44,133 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 21:43:44,147 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 21:43:44,162 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 21:43:44,176 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 21:43:44,189 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-25 21:43:44,204 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 21:43:44,220 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 21:43:44,232 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-25 21:43:44,247 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:43:44,262 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-25 21:43:44,275 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-25 21:43:44,288 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-25 21:43:44,301 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 21:43:44,314 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-25 21:43:44,329 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 21:43:44,344 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-25 21:43:44,359 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 21:43:44,373 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 21:43:44,386 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 21:43:44,401 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-25 21:43:44,415 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-25 21:43:44,430 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-25 21:43:44,445 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.891, mIoU: 0.545
2023-07-25 21:43:44,459 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.892, mIoU: 0.544
2023-07-25 21:43:44,473 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.892, mIoU: 0.543
2023-07-25 21:43:44,488 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-25 21:43:44,504 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-25 21:43:44,513 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 21:43:44,524 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.893, mIoU: 0.543
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2023-07-25 21:43:50,252 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:43:50,267 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:43:50,280 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:43:50,291 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 21:43:50,304 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 21:43:50,319 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 21:43:50,333 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 21:43:50,348 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 21:43:50,363 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 21:43:50,373 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-25 21:43:50,389 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,405 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,421 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,436 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,451 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,464 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,477 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,492 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,507 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,523 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,535 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,549 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,564 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,578 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,593 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,606 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,621 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,637 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,652 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,665 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,681 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,695 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,708 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,723 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:50,738 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,752 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,767 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:50,779 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,795 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,809 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,825 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:50,835 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:50,849 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,865 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,877 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,892 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,905 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,920 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,935 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:50,950 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,963 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:50,975 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-25 21:43:50,988 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,003 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,018 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,034 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,048 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,064 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,077 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,092 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,107 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,120 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,134 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,149 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:51,163 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,178 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,192 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,203 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,218 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:51,232 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:51,246 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:51,260 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:51,274 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,285 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,301 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,316 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,331 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,345 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:51,360 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:51,375 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:51,391 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:51,406 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:51,422 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:51,437 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,452 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,467 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 21:43:51,482 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 21:43:51,495 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,510 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,524 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,538 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,551 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:51,566 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,578 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,593 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,607 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,622 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,636 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,650 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,664 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,678 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:51,692 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 21:43:51,707 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,722 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:51,741 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:51,757 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,773 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,784 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:51,798 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,813 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,826 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,841 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,854 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,868 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,883 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,900 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:51,915 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:51,931 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:51,943 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:51,957 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:51,970 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:51,984 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:51,998 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:52,013 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:52,027 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:52,042 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:52,056 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:52,068 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:52,083 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:52,097 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,110 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,123 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,138 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,154 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,169 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,182 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:52,197 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:52,213 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:52,228 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:52,241 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:52,254 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 21:43:52,262 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 21:43:52,278 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 21:43:52,293 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 21:43:52,308 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 21:43:52,324 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 21:43:52,338 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:52,353 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 21:43:52,369 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.891, mIoU: 0.568
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2023-07-25 21:43:52,438 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.891, mIoU: 0.566
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2023-07-25 21:43:52,478 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.891, mIoU: 0.567
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2023-07-25 21:43:52,529 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 21:43:52,542 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.890, mIoU: 0.566
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2023-07-25 21:43:52,573 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.890, mIoU: 0.567
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2023-07-25 21:43:52,754 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-25 21:43:52,842 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:52,854 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:52,869 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.891, mIoU: 0.568
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2023-07-25 21:43:52,910 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.891, mIoU: 0.569
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2023-07-25 21:43:52,971 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:52,986 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:52,999 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 21:43:53,015 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:53,028 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 21:43:53,042 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,058 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,072 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,088 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,102 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,119 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:53,135 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:53,147 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 21:43:53,160 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,175 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,190 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 21:43:53,205 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,220 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,232 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,244 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,258 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,271 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,285 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,301 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,314 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,328 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,341 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,356 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,371 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,384 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,397 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,411 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,426 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,439 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,454 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 21:43:53,469 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:53,483 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:53,496 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:53,510 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,525 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,542 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,555 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,569 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,582 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,598 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,611 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,624 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,639 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,655 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,668 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,684 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:53,700 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,715 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,731 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,745 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,757 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,771 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,785 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 21:43:53,798 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,811 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:53,826 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,839 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,852 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,866 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,881 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:53,896 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,911 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,924 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,937 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,952 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,967 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:53,983 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:53,998 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,012 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,025 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,037 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,052 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,068 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,082 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,097 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,108 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,121 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,136 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,151 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,164 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,179 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,191 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,206 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,219 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,234 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,246 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,261 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,276 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,288 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:54,303 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,317 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,332 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,346 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,360 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,376 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,391 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,405 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,420 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,436 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,449 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,462 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,477 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,493 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,507 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,524 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:54,540 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,551 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,566 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,582 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,596 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,609 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,624 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,638 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,651 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,665 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,680 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,694 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,706 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,717 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,733 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 21:43:54,748 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:54,762 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:54,774 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:54,789 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 21:43:54,803 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,818 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,833 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,845 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,860 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,873 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,887 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,901 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,913 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,928 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 21:43:54,941 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:54,956 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,971 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:54,986 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,001 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,016 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,030 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,045 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,061 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,076 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,091 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,106 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,116 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,130 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,143 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,158 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,173 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,188 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 21:43:55,201 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,216 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,230 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,244 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,260 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,275 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,288 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,303 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 21:43:55,318 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 21:43:55,333 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 21:43:55,345 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,360 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,374 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,390 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,403 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,418 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,434 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,447 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,461 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,476 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,489 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,504 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,517 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,531 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,546 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 21:43:55,561 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:55,576 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,592 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,606 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,619 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,633 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,647 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,660 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,673 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,689 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,704 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,718 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:55,733 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:55,746 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:55,758 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:55,774 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:55,788 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:55,801 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,815 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,828 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,843 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,856 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,872 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,887 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:55,901 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:55,910 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,925 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,940 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,953 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,967 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,981 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:55,995 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,008 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,022 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 21:43:56,037 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 21:43:56,052 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 21:43:56,067 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 21:43:56,081 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 21:43:56,097 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:56,113 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 21:43:56,126 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 21:43:56,140 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 21:43:56,155 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 21:43:56,169 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:56,182 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:56,197 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,212 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,226 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,234 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,247 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,260 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,272 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:56,284 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,299 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,313 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,328 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,340 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,353 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,368 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,378 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,394 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,407 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,422 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:56,437 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:56,452 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 21:43:56,467 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,479 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,492 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,508 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,523 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,538 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,552 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,565 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,576 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,587 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,600 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,611 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 21:43:56,626 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,638 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,653 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,668 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,683 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,697 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 21:43:56,712 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,726 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,741 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:56,756 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,770 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,783 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,798 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,813 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,826 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 21:43:56,839 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 21:43:56,854 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,868 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,884 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,897 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,912 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:56,927 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,945 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,960 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,973 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:56,989 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 21:43:57,004 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,019 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,033 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,046 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,059 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,073 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,088 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 21:43:57,102 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 21:43:57,117 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 21:43:57,132 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 21:43:57,147 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 21:43:57,161 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 21:43:57,176 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:57,188 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:57,203 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 21:43:57,213 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 21:43:57,226 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 21:43:57,241 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 21:43:57,252 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:43:57,267 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:43:57,282 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 21:43:57,297 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,312 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:43:57,328 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:43:57,343 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,358 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,370 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,385 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,398 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,413 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,428 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,441 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 21:43:57,455 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,468 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,482 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,497 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,512 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,527 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,542 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,555 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,568 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,582 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,595 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,608 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,623 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,638 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,654 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,667 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,680 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,696 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 21:43:57,711 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,727 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 21:43:57,740 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,754 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,769 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:43:57,784 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:43:57,799 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:43:57,814 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:43:57,829 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 21:43:57,844 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,858 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,874 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,889 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,903 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 21:43:57,917 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:57,932 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:57,944 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:57,959 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:57,973 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 21:43:57,988 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:58,000 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 21:43:58,015 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,029 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,044 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 21:43:58,058 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 21:43:58,073 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,088 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,103 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,119 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,134 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 21:43:58,149 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,162 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,178 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,194 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,207 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,222 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,235 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,244 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,259 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,274 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,286 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,301 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,316 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,328 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,341 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,355 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,370 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,384 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,401 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,414 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,431 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,445 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,459 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,474 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,488 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,503 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,515 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,528 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,543 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,557 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,572 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,586 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 21:43:58,599 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,614 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,628 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,641 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 21:43:58,656 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,671 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,686 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,701 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,714 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:58,729 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:58,743 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,758 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,773 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,786 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,801 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,814 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,827 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,839 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,854 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,869 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,884 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,899 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,909 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:43:58,922 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,938 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:43:58,953 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:58,966 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:58,981 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:58,998 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,013 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,026 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,040 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,055 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,068 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,083 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,096 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,109 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,124 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,138 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,153 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,168 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,181 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,195 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,210 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,222 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,237 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,252 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,266 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,281 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,293 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,306 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,320 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,335 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,349 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,362 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,376 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,393 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 21:43:59,406 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,416 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,431 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,446 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,461 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,475 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,488 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,503 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 21:43:59,517 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,530 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,545 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,560 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,575 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,591 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 21:43:59,606 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,621 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,635 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,650 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,663 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,677 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,692 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,708 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,720 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,735 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,746 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,761 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,776 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,790 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,803 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,818 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,834 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,848 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,860 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,874 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,889 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,900 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,914 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,930 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 21:43:59,944 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,957 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,970 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 21:43:59,985 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-25 21:43:59,999 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:00,014 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:00,027 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,042 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:00,055 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,069 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:00,084 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:00,098 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,113 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,127 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,143 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,156 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,171 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,185 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,199 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,214 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:00,226 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,239 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,254 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,269 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,284 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,297 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,310 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,324 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,339 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,352 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,364 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,379 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,394 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,410 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,425 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,439 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,454 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,467 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,481 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,496 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,509 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,524 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,538 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,553 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,567 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:00,582 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-25 21:44:00,596 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-25 21:44:00,610 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-25 21:44:00,624 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-25 21:44:00,638 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-25 21:44:00,653 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:00,668 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,682 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,697 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,712 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,725 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,738 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-25 21:44:00,753 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,769 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,782 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,797 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,813 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,828 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,843 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,858 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,873 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,888 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,901 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,914 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,927 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,939 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:00,952 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,966 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,980 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:00,993 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,005 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,020 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,031 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,044 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,059 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,074 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,088 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,102 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,114 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,130 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,145 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,158 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,174 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:01,190 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,206 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,219 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,234 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,250 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,265 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,280 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,293 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,308 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,323 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,337 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,352 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,364 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,378 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,393 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,407 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,422 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,436 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,451 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,466 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,476 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,490 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,502 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,515 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,532 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,547 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,561 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,575 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:44:01,588 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:44:01,601 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:44:01,616 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 21:44:01,630 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,645 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,659 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,672 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,687 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,702 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,715 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,730 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,745 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,758 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,773 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,785 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,800 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,815 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,830 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,845 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,858 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,870 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,884 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 21:44:01,899 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,913 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,926 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,939 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,954 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,969 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:01,984 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:01,996 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,011 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,028 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,043 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,058 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,073 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,081 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,096 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,108 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,121 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,136 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,151 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-25 21:44:02,165 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,180 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,196 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,211 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,226 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,239 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,253 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:02,269 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:02,284 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:02,299 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:02,314 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:02,330 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,343 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,357 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,372 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,387 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,400 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,413 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,428 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,443 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,458 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-25 21:44:02,473 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,488 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,503 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,517 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,530 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,545 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,558 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,573 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,588 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,603 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,617 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,630 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,645 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,659 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,674 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,689 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,703 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,718 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,732 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,745 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,760 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,773 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,787 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,802 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,817 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,832 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,847 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:02,860 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:02,870 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:02,884 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:02,897 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:02,911 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-25 21:44:02,926 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,941 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,956 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,967 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,976 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:02,994 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,008 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,023 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,036 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,050 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,065 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,077 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,092 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,106 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,119 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,134 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-25 21:44:03,146 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,160 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,175 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,190 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,202 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,217 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,232 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,246 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,261 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,274 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,288 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,303 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-25 21:44:03,320 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-25 21:44:19,963 semantic_segmentation INFO: Iters: 70410/150000 || Lr: 0.011306 || Task Loss: 0.5318 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:02 || Estimated Time: 1 day, 15:30:26
2023-07-25 21:44:36,809 semantic_segmentation INFO: Iters: 70420/150000 || Lr: 0.011305 || Task Loss: 0.4934 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:19 || Estimated Time: 1 day, 15:30:07
2023-07-25 21:44:53,695 semantic_segmentation INFO: Iters: 70430/150000 || Lr: 0.011304 || Task Loss: 0.4930 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:35 || Estimated Time: 1 day, 15:29:48
2023-07-25 21:45:10,583 semantic_segmentation INFO: Iters: 70440/150000 || Lr: 0.011303 || Task Loss: 0.5115 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:52 || Estimated Time: 1 day, 15:29:29
2023-07-25 21:45:27,471 semantic_segmentation INFO: Iters: 70450/150000 || Lr: 0.011301 || Task Loss: 0.6049 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:09 || Estimated Time: 1 day, 15:29:10
2023-07-25 21:45:44,477 semantic_segmentation INFO: Iters: 70460/150000 || Lr: 0.011300 || Task Loss: 0.6767 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:26 || Estimated Time: 1 day, 15:28:51
2023-07-25 21:46:01,276 semantic_segmentation INFO: Iters: 70470/150000 || Lr: 0.011299 || Task Loss: 0.6107 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:43 || Estimated Time: 1 day, 15:28:32
2023-07-25 21:46:18,223 semantic_segmentation INFO: Iters: 70480/150000 || Lr: 0.011297 || Task Loss: 0.5043 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:00 || Estimated Time: 1 day, 15:28:13
2023-07-25 21:46:35,086 semantic_segmentation INFO: Iters: 70490/150000 || Lr: 0.011296 || Task Loss: 0.5711 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:17 || Estimated Time: 1 day, 15:27:54
2023-07-25 21:46:51,943 semantic_segmentation INFO: Iters: 70500/150000 || Lr: 0.011295 || Task Loss: 0.5206 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:34 || Estimated Time: 1 day, 15:27:35
2023-07-25 21:47:08,865 semantic_segmentation INFO: Iters: 70510/150000 || Lr: 0.011294 || Task Loss: 0.6222 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:51 || Estimated Time: 1 day, 15:27:16
2023-07-25 21:47:25,844 semantic_segmentation INFO: Iters: 70520/150000 || Lr: 0.011292 || Task Loss: 0.8743 || KD Loss: 0.2843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:08 || Estimated Time: 1 day, 15:26:57
2023-07-25 21:47:42,702 semantic_segmentation INFO: Iters: 70530/150000 || Lr: 0.011291 || Task Loss: 0.4492 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:24 || Estimated Time: 1 day, 15:26:38
2023-07-25 21:47:59,638 semantic_segmentation INFO: Iters: 70540/150000 || Lr: 0.011290 || Task Loss: 0.4765 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:41 || Estimated Time: 1 day, 15:26:19
2023-07-25 21:48:16,908 semantic_segmentation INFO: Iters: 70550/150000 || Lr: 0.011289 || Task Loss: 0.5322 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:59 || Estimated Time: 1 day, 15:26:01
2023-07-25 21:48:33,657 semantic_segmentation INFO: Iters: 70560/150000 || Lr: 0.011287 || Task Loss: 0.6898 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:15 || Estimated Time: 1 day, 15:25:42
2023-07-25 21:48:50,479 semantic_segmentation INFO: Iters: 70570/150000 || Lr: 0.011286 || Task Loss: 0.4538 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:32 || Estimated Time: 1 day, 15:25:23
2023-07-25 21:49:07,632 semantic_segmentation INFO: Iters: 70580/150000 || Lr: 0.011285 || Task Loss: 0.5326 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:49 || Estimated Time: 1 day, 15:25:04
2023-07-25 21:49:24,437 semantic_segmentation INFO: Iters: 70590/150000 || Lr: 0.011283 || Task Loss: 0.5973 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:06 || Estimated Time: 1 day, 15:24:45
2023-07-25 21:49:41,230 semantic_segmentation INFO: Iters: 70600/150000 || Lr: 0.011282 || Task Loss: 0.7562 || KD Loss: 0.2626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:23 || Estimated Time: 1 day, 15:24:26
2023-07-25 21:49:58,014 semantic_segmentation INFO: Iters: 70610/150000 || Lr: 0.011281 || Task Loss: 0.4975 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:40 || Estimated Time: 1 day, 15:24:07
2023-07-25 21:50:14,879 semantic_segmentation INFO: Iters: 70620/150000 || Lr: 0.011280 || Task Loss: 0.6207 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:57 || Estimated Time: 1 day, 15:23:48
2023-07-25 21:50:31,595 semantic_segmentation INFO: Iters: 70630/150000 || Lr: 0.011278 || Task Loss: 0.5974 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:13 || Estimated Time: 1 day, 15:23:28
2023-07-25 21:50:48,504 semantic_segmentation INFO: Iters: 70640/150000 || Lr: 0.011277 || Task Loss: 0.3982 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:30 || Estimated Time: 1 day, 15:23:09
2023-07-25 21:51:05,255 semantic_segmentation INFO: Iters: 70650/150000 || Lr: 0.011276 || Task Loss: 0.5140 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:47 || Estimated Time: 1 day, 15:22:50
2023-07-25 21:51:22,013 semantic_segmentation INFO: Iters: 70660/150000 || Lr: 0.011274 || Task Loss: 0.5519 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:04 || Estimated Time: 1 day, 15:22:31
2023-07-25 21:51:38,970 semantic_segmentation INFO: Iters: 70670/150000 || Lr: 0.011273 || Task Loss: 0.5335 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:21 || Estimated Time: 1 day, 15:22:12
2023-07-25 21:51:55,724 semantic_segmentation INFO: Iters: 70680/150000 || Lr: 0.011272 || Task Loss: 0.4296 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:38 || Estimated Time: 1 day, 15:21:53
2023-07-25 21:52:12,497 semantic_segmentation INFO: Iters: 70690/150000 || Lr: 0.011271 || Task Loss: 0.5423 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:54 || Estimated Time: 1 day, 15:21:34
2023-07-25 21:52:29,308 semantic_segmentation INFO: Iters: 70700/150000 || Lr: 0.011269 || Task Loss: 0.4778 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:11 || Estimated Time: 1 day, 15:21:15
2023-07-25 21:52:46,043 semantic_segmentation INFO: Iters: 70710/150000 || Lr: 0.011268 || Task Loss: 0.6110 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:28 || Estimated Time: 1 day, 15:20:56
2023-07-25 21:53:02,886 semantic_segmentation INFO: Iters: 70720/150000 || Lr: 0.011267 || Task Loss: 0.4732 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:45 || Estimated Time: 1 day, 15:20:37
2023-07-25 21:53:19,750 semantic_segmentation INFO: Iters: 70730/150000 || Lr: 0.011266 || Task Loss: 0.5678 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:02 || Estimated Time: 1 day, 15:20:18
2023-07-25 21:53:36,562 semantic_segmentation INFO: Iters: 70740/150000 || Lr: 0.011264 || Task Loss: 0.6259 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:18 || Estimated Time: 1 day, 15:19:59
2023-07-25 21:53:53,401 semantic_segmentation INFO: Iters: 70750/150000 || Lr: 0.011263 || Task Loss: 0.3938 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:35 || Estimated Time: 1 day, 15:19:40
2023-07-25 21:54:10,145 semantic_segmentation INFO: Iters: 70760/150000 || Lr: 0.011262 || Task Loss: 0.4358 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:52 || Estimated Time: 1 day, 15:19:21
2023-07-25 21:54:27,365 semantic_segmentation INFO: Iters: 70770/150000 || Lr: 0.011260 || Task Loss: 0.5573 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:09 || Estimated Time: 1 day, 15:19:02
2023-07-25 21:54:43,963 semantic_segmentation INFO: Iters: 70780/150000 || Lr: 0.011259 || Task Loss: 0.4623 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:26 || Estimated Time: 1 day, 15:18:43
2023-07-25 21:55:00,869 semantic_segmentation INFO: Iters: 70790/150000 || Lr: 0.011258 || Task Loss: 0.4377 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:43 || Estimated Time: 1 day, 15:18:24
2023-07-25 21:55:17,684 semantic_segmentation INFO: Iters: 70800/150000 || Lr: 0.011257 || Task Loss: 0.5174 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:59 || Estimated Time: 1 day, 15:18:05
2023-07-25 21:55:34,506 semantic_segmentation INFO: Iters: 70810/150000 || Lr: 0.011255 || Task Loss: 0.5949 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:16 || Estimated Time: 1 day, 15:17:46
2023-07-25 21:55:51,503 semantic_segmentation INFO: Iters: 70820/150000 || Lr: 0.011254 || Task Loss: 0.6606 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:33 || Estimated Time: 1 day, 15:17:27
2023-07-25 21:56:08,292 semantic_segmentation INFO: Iters: 70830/150000 || Lr: 0.011253 || Task Loss: 0.7424 || KD Loss: 0.2107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:50 || Estimated Time: 1 day, 15:17:08
2023-07-25 21:56:25,150 semantic_segmentation INFO: Iters: 70840/150000 || Lr: 0.011251 || Task Loss: 0.4366 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:07 || Estimated Time: 1 day, 15:16:49
2023-07-25 21:56:41,883 semantic_segmentation INFO: Iters: 70850/150000 || Lr: 0.011250 || Task Loss: 0.4745 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:24 || Estimated Time: 1 day, 15:16:30
2023-07-25 21:56:58,690 semantic_segmentation INFO: Iters: 70860/150000 || Lr: 0.011249 || Task Loss: 0.5032 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:40 || Estimated Time: 1 day, 15:16:11
2023-07-25 21:57:15,475 semantic_segmentation INFO: Iters: 70870/150000 || Lr: 0.011248 || Task Loss: 0.8871 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:57 || Estimated Time: 1 day, 15:15:52
2023-07-25 21:57:32,220 semantic_segmentation INFO: Iters: 70880/150000 || Lr: 0.011246 || Task Loss: 0.5225 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:14 || Estimated Time: 1 day, 15:15:33
2023-07-25 21:57:48,949 semantic_segmentation INFO: Iters: 70890/150000 || Lr: 0.011245 || Task Loss: 0.6792 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:31 || Estimated Time: 1 day, 15:15:14
2023-07-25 21:58:05,715 semantic_segmentation INFO: Iters: 70900/150000 || Lr: 0.011244 || Task Loss: 0.6105 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:47 || Estimated Time: 1 day, 15:14:54
2023-07-25 21:58:22,424 semantic_segmentation INFO: Iters: 70910/150000 || Lr: 0.011242 || Task Loss: 0.7052 || KD Loss: 0.2555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:04 || Estimated Time: 1 day, 15:14:35
2023-07-25 21:58:39,088 semantic_segmentation INFO: Iters: 70920/150000 || Lr: 0.011241 || Task Loss: 0.4447 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:21 || Estimated Time: 1 day, 15:14:16
2023-07-25 21:58:56,010 semantic_segmentation INFO: Iters: 70930/150000 || Lr: 0.011240 || Task Loss: 0.3965 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:38 || Estimated Time: 1 day, 15:13:57
2023-07-25 21:59:12,679 semantic_segmentation INFO: Iters: 70940/150000 || Lr: 0.011239 || Task Loss: 0.5651 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:54 || Estimated Time: 1 day, 15:13:38
2023-07-25 21:59:29,416 semantic_segmentation INFO: Iters: 70950/150000 || Lr: 0.011237 || Task Loss: 0.4209 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:11 || Estimated Time: 1 day, 15:13:19
2023-07-25 21:59:46,195 semantic_segmentation INFO: Iters: 70960/150000 || Lr: 0.011236 || Task Loss: 0.5632 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:28 || Estimated Time: 1 day, 15:13:00
2023-07-25 22:00:03,187 semantic_segmentation INFO: Iters: 70970/150000 || Lr: 0.011235 || Task Loss: 0.7056 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:45 || Estimated Time: 1 day, 15:12:41
2023-07-25 22:00:19,827 semantic_segmentation INFO: Iters: 70980/150000 || Lr: 0.011234 || Task Loss: 0.4814 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:13:02 || Estimated Time: 1 day, 15:12:22
2023-07-25 22:00:36,611 semantic_segmentation INFO: Iters: 70990/150000 || Lr: 0.011232 || Task Loss: 0.5382 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:13:18 || Estimated Time: 1 day, 15:12:03
2023-07-25 22:00:53,336 semantic_segmentation INFO: Iters: 71000/150000 || Lr: 0.011231 || Task Loss: 0.7806 || KD Loss: 0.2385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:13:35 || Estimated Time: 1 day, 15:11:44
2023-07-25 22:01:09,970 semantic_segmentation INFO: Iters: 71010/150000 || Lr: 0.011230 || Task Loss: 0.7575 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:13:52 || Estimated Time: 1 day, 15:11:24
2023-07-25 22:01:26,944 semantic_segmentation INFO: Iters: 71020/150000 || Lr: 0.011228 || Task Loss: 0.4187 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:09 || Estimated Time: 1 day, 15:11:06
2023-07-25 22:01:43,612 semantic_segmentation INFO: Iters: 71030/150000 || Lr: 0.011227 || Task Loss: 0.4468 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:25 || Estimated Time: 1 day, 15:10:46
2023-07-25 22:02:00,360 semantic_segmentation INFO: Iters: 71040/150000 || Lr: 0.011226 || Task Loss: 0.6175 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:42 || Estimated Time: 1 day, 15:10:27
2023-07-25 22:02:17,141 semantic_segmentation INFO: Iters: 71050/150000 || Lr: 0.011225 || Task Loss: 0.7172 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:59 || Estimated Time: 1 day, 15:10:08
2023-07-25 22:02:33,971 semantic_segmentation INFO: Iters: 71060/150000 || Lr: 0.011223 || Task Loss: 0.5099 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:15:16 || Estimated Time: 1 day, 15:09:49
2023-07-25 22:02:50,733 semantic_segmentation INFO: Iters: 71070/150000 || Lr: 0.011222 || Task Loss: 0.3782 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:15:33 || Estimated Time: 1 day, 15:09:30
2023-07-25 22:03:07,516 semantic_segmentation INFO: Iters: 71080/150000 || Lr: 0.011221 || Task Loss: 0.5449 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:15:49 || Estimated Time: 1 day, 15:09:11
2023-07-25 22:03:24,279 semantic_segmentation INFO: Iters: 71090/150000 || Lr: 0.011219 || Task Loss: 0.4661 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:06 || Estimated Time: 1 day, 15:08:52
2023-07-25 22:03:41,117 semantic_segmentation INFO: Iters: 71100/150000 || Lr: 0.011218 || Task Loss: 0.5951 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:23 || Estimated Time: 1 day, 15:08:33
2023-07-25 22:03:57,881 semantic_segmentation INFO: Iters: 71110/150000 || Lr: 0.011217 || Task Loss: 0.5489 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:40 || Estimated Time: 1 day, 15:08:14
2023-07-25 22:04:14,555 semantic_segmentation INFO: Iters: 71120/150000 || Lr: 0.011216 || Task Loss: 0.5641 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:56 || Estimated Time: 1 day, 15:07:55
2023-07-25 22:04:31,351 semantic_segmentation INFO: Iters: 71130/150000 || Lr: 0.011214 || Task Loss: 0.7695 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:13 || Estimated Time: 1 day, 15:07:36
2023-07-25 22:04:48,077 semantic_segmentation INFO: Iters: 71140/150000 || Lr: 0.011213 || Task Loss: 0.4266 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:30 || Estimated Time: 1 day, 15:07:17
2023-07-25 22:05:04,789 semantic_segmentation INFO: Iters: 71150/150000 || Lr: 0.011212 || Task Loss: 0.5304 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:47 || Estimated Time: 1 day, 15:06:57
2023-07-25 22:05:21,542 semantic_segmentation INFO: Iters: 71160/150000 || Lr: 0.011210 || Task Loss: 0.4714 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:03 || Estimated Time: 1 day, 15:06:38
2023-07-25 22:05:38,306 semantic_segmentation INFO: Iters: 71170/150000 || Lr: 0.011209 || Task Loss: 0.4851 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:20 || Estimated Time: 1 day, 15:06:19
2023-07-25 22:05:55,044 semantic_segmentation INFO: Iters: 71180/150000 || Lr: 0.011208 || Task Loss: 0.5623 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:37 || Estimated Time: 1 day, 15:06:00
2023-07-25 22:06:11,823 semantic_segmentation INFO: Iters: 71190/150000 || Lr: 0.011207 || Task Loss: 0.6279 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:54 || Estimated Time: 1 day, 15:05:41
2023-07-25 22:06:28,523 semantic_segmentation INFO: Iters: 71200/150000 || Lr: 0.011205 || Task Loss: 0.4615 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:10 || Estimated Time: 1 day, 15:05:22
2023-07-25 22:06:28,647 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:06:29,035 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.088
2023-07-25 22:06:29,047 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.129
2023-07-25 22:06:29,059 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.160
2023-07-25 22:06:29,072 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.161
2023-07-25 22:06:29,085 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.915, mIoU: 0.219
2023-07-25 22:06:29,097 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.927, mIoU: 0.264
2023-07-25 22:06:29,111 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.931, mIoU: 0.304
2023-07-25 22:06:29,125 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.315
2023-07-25 22:06:29,138 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.939, mIoU: 0.337
2023-07-25 22:06:29,152 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.938, mIoU: 0.380
2023-07-25 22:06:29,166 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.380
2023-07-25 22:06:29,180 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.380
2023-07-25 22:06:29,193 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.888, mIoU: 0.373
2023-07-25 22:06:29,206 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.888, mIoU: 0.350
2023-07-25 22:06:29,220 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.879, mIoU: 0.330
2023-07-25 22:06:29,232 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.326
2023-07-25 22:06:29,243 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.882, mIoU: 0.324
2023-07-25 22:06:29,256 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.883, mIoU: 0.323
2023-07-25 22:06:29,269 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.886, mIoU: 0.327
2023-07-25 22:06:29,285 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.889, mIoU: 0.372
2023-07-25 22:06:29,299 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.890, mIoU: 0.373
2023-07-25 22:06:29,314 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.891, mIoU: 0.382
2023-07-25 22:06:29,328 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.889, mIoU: 0.406
2023-07-25 22:06:29,344 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.893, mIoU: 0.414
2023-07-25 22:06:29,359 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.893, mIoU: 0.416
2023-07-25 22:06:29,373 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.891, mIoU: 0.427
2023-07-25 22:06:29,387 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.894, mIoU: 0.429
2023-07-25 22:06:29,398 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.868, mIoU: 0.413
2023-07-25 22:06:29,413 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.865, mIoU: 0.404
2023-07-25 22:06:29,427 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.870, mIoU: 0.405
2023-07-25 22:06:29,441 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.407
2023-07-25 22:06:29,456 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.877, mIoU: 0.406
2023-07-25 22:06:29,470 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.880, mIoU: 0.414
2023-07-25 22:06:29,484 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.881, mIoU: 0.414
2023-07-25 22:06:29,499 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.436
2023-07-25 22:06:29,513 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.877, mIoU: 0.437
2023-07-25 22:06:29,526 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.437
2023-07-25 22:06:29,538 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.882, mIoU: 0.473
2023-07-25 22:06:29,554 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.880, mIoU: 0.468
2023-07-25 22:06:29,567 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.880, mIoU: 0.468
2023-07-25 22:06:29,580 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.876, mIoU: 0.482
2023-07-25 22:06:29,595 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.879, mIoU: 0.482
2023-07-25 22:06:29,609 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.878, mIoU: 0.482
2023-07-25 22:06:29,622 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.879, mIoU: 0.481
2023-07-25 22:06:29,637 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.880, mIoU: 0.485
2023-07-25 22:06:29,652 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.881, mIoU: 0.489
2023-07-25 22:06:29,665 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.494
2023-07-25 22:06:29,677 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.495
2023-07-25 22:06:29,692 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.495
2023-07-25 22:06:29,708 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.884, mIoU: 0.492
2023-07-25 22:06:29,724 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.885, mIoU: 0.491
2023-07-25 22:06:29,739 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.887, mIoU: 0.491
2023-07-25 22:06:29,753 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.888, mIoU: 0.488
2023-07-25 22:06:29,768 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.889, mIoU: 0.489
2023-07-25 22:06:29,784 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.890, mIoU: 0.493
2023-07-25 22:06:29,797 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.889, mIoU: 0.492
2023-07-25 22:06:29,813 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.889, mIoU: 0.493
2023-07-25 22:06:29,830 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-25 22:06:29,844 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.892, mIoU: 0.478
2023-07-25 22:06:29,859 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.887, mIoU: 0.484
2023-07-25 22:06:29,873 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.885, mIoU: 0.471
2023-07-25 22:06:29,888 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.885, mIoU: 0.466
2023-07-25 22:06:29,902 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.886, mIoU: 0.463
2023-07-25 22:06:29,921 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.888, mIoU: 0.469
2023-07-25 22:06:29,935 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.890, mIoU: 0.483
2023-07-25 22:06:29,951 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.891, mIoU: 0.483
2023-07-25 22:06:29,966 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.892, mIoU: 0.484
2023-07-25 22:06:29,979 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.892, mIoU: 0.506
2023-07-25 22:06:29,995 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.893, mIoU: 0.507
2023-07-25 22:06:30,010 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.891, mIoU: 0.509
2023-07-25 22:06:30,025 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.892, mIoU: 0.531
2023-07-25 22:06:30,039 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.893, mIoU: 0.532
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2023-07-25 22:06:35,847 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.883, mIoU: 0.526
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2023-07-25 22:06:35,887 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 22:06:35,900 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.884, mIoU: 0.529
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2023-07-25 22:06:35,943 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.884, mIoU: 0.531
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2023-07-25 22:06:35,984 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.885, mIoU: 0.533
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2023-07-25 22:06:36,052 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.885, mIoU: 0.534
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2023-07-25 22:06:36,136 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 22:06:36,151 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.886, mIoU: 0.537
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2023-07-25 22:06:36,196 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 22:06:36,209 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 22:06:36,222 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 22:06:36,237 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 22:06:36,252 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.885, mIoU: 0.534
2023-07-25 22:06:36,266 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 22:06:36,280 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-25 22:06:36,297 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-25 22:06:36,328 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.885, mIoU: 0.540
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2023-07-25 22:06:36,356 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.885, mIoU: 0.541
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2023-07-25 22:06:36,403 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 22:06:36,418 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 22:06:36,431 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.886, mIoU: 0.544
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2023-07-25 22:06:36,461 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 22:06:36,474 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-25 22:06:36,538 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.886, mIoU: 0.552
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2023-07-25 22:06:36,578 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:36,593 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:36,607 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.887, mIoU: 0.554
2023-07-25 22:06:36,615 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:36,630 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.887, mIoU: 0.554
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2023-07-25 22:06:36,659 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-25 22:06:36,674 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-25 22:06:36,689 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-25 22:06:36,703 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-25 22:06:36,716 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-25 22:06:36,731 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:36,746 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.887, mIoU: 0.553
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2023-07-25 22:06:36,774 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:36,787 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:36,802 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.887, mIoU: 0.553
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2023-07-25 22:06:37,143 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.886, mIoU: 0.552
2023-07-25 22:06:37,158 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.886, mIoU: 0.553
2023-07-25 22:06:37,173 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.886, mIoU: 0.553
2023-07-25 22:06:37,188 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.887, mIoU: 0.553
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2023-07-25 22:06:37,227 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.886, mIoU: 0.552
2023-07-25 22:06:37,242 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.886, mIoU: 0.552
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2023-07-25 22:06:37,372 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.887, mIoU: 0.554
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2023-07-25 22:06:37,525 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 22:06:37,540 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:37,555 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:37,570 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:37,583 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 22:06:37,598 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:37,613 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-25 22:06:37,629 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.887, mIoU: 0.552
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2023-07-25 22:06:37,660 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 22:06:37,675 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.887, mIoU: 0.554
2023-07-25 22:06:37,691 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.887, mIoU: 0.554
2023-07-25 22:06:37,706 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 22:06:37,720 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 22:06:37,733 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-25 22:06:37,747 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.886, mIoU: 0.550
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2023-07-25 22:06:37,776 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.886, mIoU: 0.551
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2023-07-25 22:06:37,804 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-25 22:06:37,816 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-25 22:06:37,831 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.886, mIoU: 0.550
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2023-07-25 22:06:37,888 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.887, mIoU: 0.551
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2023-07-25 22:06:37,946 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.887, mIoU: 0.556
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2023-07-25 22:06:38,553 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,568 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,583 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 22:06:38,598 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,613 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,625 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,639 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,653 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,668 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 22:06:38,682 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 22:06:38,694 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 22:06:38,707 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-25 22:06:38,720 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 22:06:38,734 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 22:06:38,748 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 22:06:38,761 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 22:06:38,774 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 22:06:38,789 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,804 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,816 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,830 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,843 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,855 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 22:06:38,870 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:38,885 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:38,900 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:38,915 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 22:06:38,930 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 22:06:38,944 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:38,957 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 22:06:38,972 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 22:06:38,986 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 22:06:39,003 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,018 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,032 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,047 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,059 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,072 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,084 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,099 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,114 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,127 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,140 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,155 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 22:06:39,169 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,184 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,200 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,215 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,228 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,242 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 22:06:39,256 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,270 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,285 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,299 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,315 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,329 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,344 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,359 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,372 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,384 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 22:06:39,399 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,414 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 22:06:39,429 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 22:06:39,443 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 22:06:39,455 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,468 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,481 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,494 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,508 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:39,524 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,537 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,552 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,566 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,582 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,597 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,610 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,623 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,638 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,653 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,666 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,681 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,696 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,710 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,723 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,737 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,752 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,768 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,782 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,796 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,809 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,824 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,837 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,850 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,865 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,880 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,893 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:39,908 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:39,924 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:39,939 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,954 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,967 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,979 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:39,994 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,007 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,019 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,032 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,047 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,060 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,073 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,087 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,102 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,116 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,132 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,145 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,158 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,173 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,188 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,203 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,218 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,231 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,244 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,255 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,270 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,286 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,300 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,314 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,324 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,337 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,352 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,367 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 22:06:40,380 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 22:06:40,394 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 22:06:40,407 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 22:06:40,423 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,436 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,450 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:40,463 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,477 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,492 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,505 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,520 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,534 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,549 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,563 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,578 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,593 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:40,608 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,621 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,636 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,651 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,663 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,676 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,689 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,705 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:40,719 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:40,735 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,750 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,762 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,776 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,792 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,806 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,819 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,835 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,849 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,862 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,876 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,891 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,905 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:40,918 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,929 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,945 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:40,960 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,974 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:40,987 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:41,002 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:41,016 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,031 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,046 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,059 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,074 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:41,087 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:41,101 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,115 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,128 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,144 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,157 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,172 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,186 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,201 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,216 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,231 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:41,245 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,259 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,275 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,289 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,304 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,319 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,328 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,342 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,355 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,370 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,384 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,400 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,413 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,428 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,443 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,457 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,473 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,488 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,501 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,517 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,532 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,547 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,560 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,575 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,590 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,605 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,618 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,633 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,648 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:41,661 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:41,675 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:41,690 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,702 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,716 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,729 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:41,742 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:41,757 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:41,771 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:41,786 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,801 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,816 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,829 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,842 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,857 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,870 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,883 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,898 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 22:06:41,912 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,927 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,943 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,955 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,968 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:41,984 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:41,999 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,012 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,026 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,039 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,055 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,069 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,085 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:42,100 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,114 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:42,123 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,139 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,155 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,168 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,182 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,197 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,212 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,224 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,239 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,254 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,269 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:42,283 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,298 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 22:06:42,314 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,329 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,342 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,356 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,371 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,384 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 22:06:42,397 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:42,411 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,427 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,442 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,449 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,462 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,475 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,488 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:42,500 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:42,515 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:42,530 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:42,545 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:42,557 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,570 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,585 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,595 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,611 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:42,623 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 22:06:42,638 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 22:06:42,652 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 22:06:42,667 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:42,681 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 22:06:42,692 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 22:06:42,705 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:42,719 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:42,734 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,748 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,762 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,775 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,784 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,795 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,808 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,819 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,833 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,846 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,861 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,876 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,892 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:42,905 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:42,921 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:42,936 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:42,951 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,966 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,980 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:42,995 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:43,009 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:43,025 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:43,037 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:43,050 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,064 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,077 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,092 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,105 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,119 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,134 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 22:06:43,151 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,166 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,178 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,193 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,207 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,221 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,237 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,250 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,263 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,278 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,293 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,308 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:06:43,323 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,338 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,354 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:06:43,368 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,383 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,396 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,412 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 22:06:43,422 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,435 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,450 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 22:06:43,461 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:43,476 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 22:06:43,490 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 22:06:43,505 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,520 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,535 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,550 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,564 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,576 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,591 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,603 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,617 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,631 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,643 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,658 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,670 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,685 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,699 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,714 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,728 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:43,743 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,755 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:43,767 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,782 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,794 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,807 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,822 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,837 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,851 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,864 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,877 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,893 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 22:06:43,909 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:43,925 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:43,938 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,951 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:43,966 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:43,981 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:43,996 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,011 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,026 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 22:06:44,041 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:44,055 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:44,070 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:44,085 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 22:06:44,099 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:44,113 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:44,127 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,140 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,155 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,169 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,184 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,196 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,210 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,224 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,239 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,252 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,267 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,282 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,297 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,313 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,328 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,343 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,357 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,372 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 22:06:44,388 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,402 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,417 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,430 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,439 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,454 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,468 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,481 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,496 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,510 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,522 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,535 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,549 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,563 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,578 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:44,594 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-25 22:06:44,623 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-25 22:06:44,650 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:44,664 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,678 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-25 22:06:44,704 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,716 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,731 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,745 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,759 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-25 22:06:44,786 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:44,800 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:44,814 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:44,826 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:44,841 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:44,856 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.892, mIoU: 0.570
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2023-07-25 22:06:44,885 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:44,897 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:44,912 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:44,926 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:44,941 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:44,968 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:44,983 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 22:06:44,996 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:45,009 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:45,021 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,050 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:45,064 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 22:06:45,079 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,102 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 22:06:45,118 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,261 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 22:06:45,273 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,400 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,514 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 22:06:45,528 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 22:06:45,541 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:45,681 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.892, mIoU: 0.572
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2023-07-25 22:06:45,810 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 22:06:45,825 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.892, mIoU: 0.573
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2023-07-25 22:06:45,852 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.892, mIoU: 0.574
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2023-07-25 22:06:45,951 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 22:06:45,965 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 22:06:45,978 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.892, mIoU: 0.574
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2023-07-25 22:06:46,074 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.892, mIoU: 0.575
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2023-07-25 22:06:46,103 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-25 22:06:46,118 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 22:06:46,130 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.892, mIoU: 0.574
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2023-07-25 22:06:46,157 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 22:06:46,170 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 22:06:46,184 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.892, mIoU: 0.573
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2023-07-25 22:06:46,212 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 22:06:46,224 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 22:06:46,237 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.892, mIoU: 0.572
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2023-07-25 22:06:46,266 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 22:06:46,507 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.890, mIoU: 0.566
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2023-07-25 22:06:46,664 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:06:46,676 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.891, mIoU: 0.567
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2023-07-25 22:06:46,763 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 22:06:46,777 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.890, mIoU: 0.566
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2023-07-25 22:06:46,806 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 22:06:46,820 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 22:06:46,835 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.890, mIoU: 0.567
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2023-07-25 22:06:46,946 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.891, mIoU: 0.566
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2023-07-25 22:06:47,021 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.891, mIoU: 0.567
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2023-07-25 22:06:47,091 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.891, mIoU: 0.567
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2023-07-25 22:06:47,368 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 22:06:47,382 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.890, mIoU: 0.566
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2023-07-25 22:06:48,192 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 22:06:48,206 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-25 22:06:48,255 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.891, mIoU: 0.569
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2023-07-25 22:06:48,631 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.891, mIoU: 0.565
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2023-07-25 22:06:49,276 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 22:06:49,306 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:49,320 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:49,333 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.892, mIoU: 0.567
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2023-07-25 22:06:49,362 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 22:06:49,377 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:49,392 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:49,405 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:49,418 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:49,433 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 22:06:49,449 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 22:07:05,910 semantic_segmentation INFO: Iters: 71210/150000 || Lr: 0.011204 || Task Loss: 0.5425 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2478|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:48 || Estimated Time: 1 day, 15:05:26
2023-07-25 22:07:22,566 semantic_segmentation INFO: Iters: 71220/150000 || Lr: 0.011203 || Task Loss: 0.5040 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:04 || Estimated Time: 1 day, 15:05:07
2023-07-25 22:07:39,272 semantic_segmentation INFO: Iters: 71230/150000 || Lr: 0.011202 || Task Loss: 0.4436 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:21 || Estimated Time: 1 day, 15:04:47
2023-07-25 22:07:55,982 semantic_segmentation INFO: Iters: 71240/150000 || Lr: 0.011200 || Task Loss: 0.6317 || KD Loss: 0.2019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:38 || Estimated Time: 1 day, 15:04:28
2023-07-25 22:08:12,771 semantic_segmentation INFO: Iters: 71250/150000 || Lr: 0.011199 || Task Loss: 0.4043 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:55 || Estimated Time: 1 day, 15:04:09
2023-07-25 22:08:29,455 semantic_segmentation INFO: Iters: 71260/150000 || Lr: 0.011198 || Task Loss: 0.6737 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:11 || Estimated Time: 1 day, 15:03:50
2023-07-25 22:08:46,183 semantic_segmentation INFO: Iters: 71270/150000 || Lr: 0.011196 || Task Loss: 0.7028 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:28 || Estimated Time: 1 day, 15:03:31
2023-07-25 22:09:02,881 semantic_segmentation INFO: Iters: 71280/150000 || Lr: 0.011195 || Task Loss: 0.7151 || KD Loss: 0.2516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:45 || Estimated Time: 1 day, 15:03:12
2023-07-25 22:09:19,696 semantic_segmentation INFO: Iters: 71290/150000 || Lr: 0.011194 || Task Loss: 0.4706 || KD Loss: 0.1398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:01 || Estimated Time: 1 day, 15:02:53
2023-07-25 22:09:36,406 semantic_segmentation INFO: Iters: 71300/150000 || Lr: 0.011193 || Task Loss: 0.5045 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:18 || Estimated Time: 1 day, 15:02:34
2023-07-25 22:09:53,048 semantic_segmentation INFO: Iters: 71310/150000 || Lr: 0.011191 || Task Loss: 0.4716 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:35 || Estimated Time: 1 day, 15:02:14
2023-07-25 22:10:09,816 semantic_segmentation INFO: Iters: 71320/150000 || Lr: 0.011190 || Task Loss: 0.3695 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:52 || Estimated Time: 1 day, 15:01:55
2023-07-25 22:10:26,589 semantic_segmentation INFO: Iters: 71330/150000 || Lr: 0.011189 || Task Loss: 0.4606 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:08 || Estimated Time: 1 day, 15:01:36
2023-07-25 22:10:43,268 semantic_segmentation INFO: Iters: 71340/150000 || Lr: 0.011187 || Task Loss: 0.4206 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:25 || Estimated Time: 1 day, 15:01:17
2023-07-25 22:11:00,047 semantic_segmentation INFO: Iters: 71350/150000 || Lr: 0.011186 || Task Loss: 0.5254 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:42 || Estimated Time: 1 day, 15:00:58
2023-07-25 22:11:16,737 semantic_segmentation INFO: Iters: 71360/150000 || Lr: 0.011185 || Task Loss: 0.7192 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:59 || Estimated Time: 1 day, 15:00:39
2023-07-25 22:11:33,441 semantic_segmentation INFO: Iters: 71370/150000 || Lr: 0.011184 || Task Loss: 0.5695 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:15 || Estimated Time: 1 day, 15:00:20
2023-07-25 22:11:50,161 semantic_segmentation INFO: Iters: 71380/150000 || Lr: 0.011182 || Task Loss: 0.5540 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:32 || Estimated Time: 1 day, 15:00:01
2023-07-25 22:12:06,955 semantic_segmentation INFO: Iters: 71390/150000 || Lr: 0.011181 || Task Loss: 0.5136 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:49 || Estimated Time: 1 day, 14:59:42
2023-07-25 22:12:23,639 semantic_segmentation INFO: Iters: 71400/150000 || Lr: 0.011180 || Task Loss: 0.5510 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:05 || Estimated Time: 1 day, 14:59:23
2023-07-25 22:12:40,340 semantic_segmentation INFO: Iters: 71410/150000 || Lr: 0.011178 || Task Loss: 0.4072 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:22 || Estimated Time: 1 day, 14:59:03
2023-07-25 22:12:57,132 semantic_segmentation INFO: Iters: 71420/150000 || Lr: 0.011177 || Task Loss: 0.3847 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:39 || Estimated Time: 1 day, 14:58:44
2023-07-25 22:13:13,866 semantic_segmentation INFO: Iters: 71430/150000 || Lr: 0.011176 || Task Loss: 0.6464 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:56 || Estimated Time: 1 day, 14:58:25
2023-07-25 22:13:30,569 semantic_segmentation INFO: Iters: 71440/150000 || Lr: 0.011175 || Task Loss: 0.5594 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:12 || Estimated Time: 1 day, 14:58:06
2023-07-25 22:13:47,315 semantic_segmentation INFO: Iters: 71450/150000 || Lr: 0.011173 || Task Loss: 0.4822 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:29 || Estimated Time: 1 day, 14:57:47
2023-07-25 22:14:04,110 semantic_segmentation INFO: Iters: 71460/150000 || Lr: 0.011172 || Task Loss: 0.6300 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:46 || Estimated Time: 1 day, 14:57:28
2023-07-25 22:14:20,766 semantic_segmentation INFO: Iters: 71470/150000 || Lr: 0.011171 || Task Loss: 0.3979 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:03 || Estimated Time: 1 day, 14:57:09
2023-07-25 22:14:37,479 semantic_segmentation INFO: Iters: 71480/150000 || Lr: 0.011170 || Task Loss: 0.3820 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:19 || Estimated Time: 1 day, 14:56:50
2023-07-25 22:14:54,132 semantic_segmentation INFO: Iters: 71490/150000 || Lr: 0.011168 || Task Loss: 0.5780 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:36 || Estimated Time: 1 day, 14:56:31
2023-07-25 22:15:10,791 semantic_segmentation INFO: Iters: 71500/150000 || Lr: 0.011167 || Task Loss: 0.4750 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:53 || Estimated Time: 1 day, 14:56:11
2023-07-25 22:15:27,464 semantic_segmentation INFO: Iters: 71510/150000 || Lr: 0.011166 || Task Loss: 0.4449 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:09 || Estimated Time: 1 day, 14:55:52
2023-07-25 22:15:44,184 semantic_segmentation INFO: Iters: 71520/150000 || Lr: 0.011164 || Task Loss: 0.4937 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:26 || Estimated Time: 1 day, 14:55:33
2023-07-25 22:16:00,854 semantic_segmentation INFO: Iters: 71530/150000 || Lr: 0.011163 || Task Loss: 0.4779 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:43 || Estimated Time: 1 day, 14:55:14
2023-07-25 22:16:17,616 semantic_segmentation INFO: Iters: 71540/150000 || Lr: 0.011162 || Task Loss: 0.5683 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:59 || Estimated Time: 1 day, 14:54:55
2023-07-25 22:16:34,601 semantic_segmentation INFO: Iters: 71550/150000 || Lr: 0.011161 || Task Loss: 0.5269 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:16 || Estimated Time: 1 day, 14:54:36
2023-07-25 22:16:51,212 semantic_segmentation INFO: Iters: 71560/150000 || Lr: 0.011159 || Task Loss: 0.3828 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:33 || Estimated Time: 1 day, 14:54:17
2023-07-25 22:17:08,420 semantic_segmentation INFO: Iters: 71570/150000 || Lr: 0.011158 || Task Loss: 0.5220 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:50 || Estimated Time: 1 day, 14:53:58
2023-07-25 22:17:25,009 semantic_segmentation INFO: Iters: 71580/150000 || Lr: 0.011157 || Task Loss: 0.3529 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:07 || Estimated Time: 1 day, 14:53:39
2023-07-25 22:17:41,769 semantic_segmentation INFO: Iters: 71590/150000 || Lr: 0.011155 || Task Loss: 0.4939 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:24 || Estimated Time: 1 day, 14:53:20
2023-07-25 22:17:58,375 semantic_segmentation INFO: Iters: 71600/150000 || Lr: 0.011154 || Task Loss: 0.5551 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:40 || Estimated Time: 1 day, 14:53:01
2023-07-25 22:18:15,182 semantic_segmentation INFO: Iters: 71610/150000 || Lr: 0.011153 || Task Loss: 0.3770 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:57 || Estimated Time: 1 day, 14:52:42
2023-07-25 22:18:31,898 semantic_segmentation INFO: Iters: 71620/150000 || Lr: 0.011152 || Task Loss: 0.5783 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:14 || Estimated Time: 1 day, 14:52:23
2023-07-25 22:18:48,573 semantic_segmentation INFO: Iters: 71630/150000 || Lr: 0.011150 || Task Loss: 0.9922 || KD Loss: 0.4009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:30 || Estimated Time: 1 day, 14:52:04
2023-07-25 22:19:05,356 semantic_segmentation INFO: Iters: 71640/150000 || Lr: 0.011149 || Task Loss: 0.6157 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:47 || Estimated Time: 1 day, 14:51:45
2023-07-25 22:19:22,148 semantic_segmentation INFO: Iters: 71650/150000 || Lr: 0.011148 || Task Loss: 0.6052 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:04 || Estimated Time: 1 day, 14:51:26
2023-07-25 22:19:38,786 semantic_segmentation INFO: Iters: 71660/150000 || Lr: 0.011146 || Task Loss: 0.3777 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:21 || Estimated Time: 1 day, 14:51:06
2023-07-25 22:19:55,550 semantic_segmentation INFO: Iters: 71670/150000 || Lr: 0.011145 || Task Loss: 0.6275 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:37 || Estimated Time: 1 day, 14:50:47
2023-07-25 22:20:12,339 semantic_segmentation INFO: Iters: 71680/150000 || Lr: 0.011144 || Task Loss: 0.7285 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:54 || Estimated Time: 1 day, 14:50:28
2023-07-25 22:20:29,078 semantic_segmentation INFO: Iters: 71690/150000 || Lr: 0.011143 || Task Loss: 0.5859 || KD Loss: 0.1902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:11 || Estimated Time: 1 day, 14:50:09
2023-07-25 22:20:45,863 semantic_segmentation INFO: Iters: 71700/150000 || Lr: 0.011141 || Task Loss: 0.5369 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:28 || Estimated Time: 1 day, 14:49:50
2023-07-25 22:21:02,576 semantic_segmentation INFO: Iters: 71710/150000 || Lr: 0.011140 || Task Loss: 0.6130 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:44 || Estimated Time: 1 day, 14:49:31
2023-07-25 22:21:19,332 semantic_segmentation INFO: Iters: 71720/150000 || Lr: 0.011139 || Task Loss: 0.7937 || KD Loss: 0.2824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:01 || Estimated Time: 1 day, 14:49:12
2023-07-25 22:21:36,064 semantic_segmentation INFO: Iters: 71730/150000 || Lr: 0.011138 || Task Loss: 0.5018 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:18 || Estimated Time: 1 day, 14:48:53
2023-07-25 22:21:52,845 semantic_segmentation INFO: Iters: 71740/150000 || Lr: 0.011136 || Task Loss: 0.4758 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:35 || Estimated Time: 1 day, 14:48:34
2023-07-25 22:22:09,534 semantic_segmentation INFO: Iters: 71750/150000 || Lr: 0.011135 || Task Loss: 0.6957 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:51 || Estimated Time: 1 day, 14:48:15
2023-07-25 22:22:26,257 semantic_segmentation INFO: Iters: 71760/150000 || Lr: 0.011134 || Task Loss: 0.5924 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:08 || Estimated Time: 1 day, 14:47:56
2023-07-25 22:22:43,059 semantic_segmentation INFO: Iters: 71770/150000 || Lr: 0.011132 || Task Loss: 0.8788 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:25 || Estimated Time: 1 day, 14:47:37
2023-07-25 22:22:59,812 semantic_segmentation INFO: Iters: 71780/150000 || Lr: 0.011131 || Task Loss: 0.4621 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:42 || Estimated Time: 1 day, 14:47:18
2023-07-25 22:23:16,449 semantic_segmentation INFO: Iters: 71790/150000 || Lr: 0.011130 || Task Loss: 1.0043 || KD Loss: 0.4251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:58 || Estimated Time: 1 day, 14:46:59
2023-07-25 22:23:33,241 semantic_segmentation INFO: Iters: 71800/150000 || Lr: 0.011129 || Task Loss: 0.8247 || KD Loss: 0.2167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:15 || Estimated Time: 1 day, 14:46:40
2023-07-25 22:23:49,981 semantic_segmentation INFO: Iters: 71810/150000 || Lr: 0.011127 || Task Loss: 0.8862 || KD Loss: 0.1938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:32 || Estimated Time: 1 day, 14:46:20
2023-07-25 22:24:06,601 semantic_segmentation INFO: Iters: 71820/150000 || Lr: 0.011126 || Task Loss: 0.5644 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:48 || Estimated Time: 1 day, 14:46:01
2023-07-25 22:24:23,346 semantic_segmentation INFO: Iters: 71830/150000 || Lr: 0.011125 || Task Loss: 0.5246 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:05 || Estimated Time: 1 day, 14:45:42
2023-07-25 22:24:40,000 semantic_segmentation INFO: Iters: 71840/150000 || Lr: 0.011123 || Task Loss: 0.7522 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:22 || Estimated Time: 1 day, 14:45:23
2023-07-25 22:24:56,651 semantic_segmentation INFO: Iters: 71850/150000 || Lr: 0.011122 || Task Loss: 0.5697 || KD Loss: 0.2601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:38 || Estimated Time: 1 day, 14:45:04
2023-07-25 22:25:13,349 semantic_segmentation INFO: Iters: 71860/150000 || Lr: 0.011121 || Task Loss: 0.5914 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:55 || Estimated Time: 1 day, 14:44:45
2023-07-25 22:25:29,961 semantic_segmentation INFO: Iters: 71870/150000 || Lr: 0.011120 || Task Loss: 0.5096 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:12 || Estimated Time: 1 day, 14:44:26
2023-07-25 22:25:46,662 semantic_segmentation INFO: Iters: 71880/150000 || Lr: 0.011118 || Task Loss: 0.5015 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:28 || Estimated Time: 1 day, 14:44:07
2023-07-25 22:26:03,362 semantic_segmentation INFO: Iters: 71890/150000 || Lr: 0.011117 || Task Loss: 0.5129 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:45 || Estimated Time: 1 day, 14:43:47
2023-07-25 22:26:19,953 semantic_segmentation INFO: Iters: 71900/150000 || Lr: 0.011116 || Task Loss: 0.5619 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:02 || Estimated Time: 1 day, 14:43:28
2023-07-25 22:26:36,681 semantic_segmentation INFO: Iters: 71910/150000 || Lr: 0.011114 || Task Loss: 0.3531 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:18 || Estimated Time: 1 day, 14:43:09
2023-07-25 22:26:53,449 semantic_segmentation INFO: Iters: 71920/150000 || Lr: 0.011113 || Task Loss: 0.4167 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:35 || Estimated Time: 1 day, 14:42:50
2023-07-25 22:27:10,067 semantic_segmentation INFO: Iters: 71930/150000 || Lr: 0.011112 || Task Loss: 0.7119 || KD Loss: 0.2255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:52 || Estimated Time: 1 day, 14:42:31
2023-07-25 22:27:26,901 semantic_segmentation INFO: Iters: 71940/150000 || Lr: 0.011111 || Task Loss: 0.4919 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:09 || Estimated Time: 1 day, 14:42:12
2023-07-25 22:27:43,508 semantic_segmentation INFO: Iters: 71950/150000 || Lr: 0.011109 || Task Loss: 0.4247 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:25 || Estimated Time: 1 day, 14:41:53
2023-07-25 22:28:00,315 semantic_segmentation INFO: Iters: 71960/150000 || Lr: 0.011108 || Task Loss: 0.5926 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:42 || Estimated Time: 1 day, 14:41:34
2023-07-25 22:28:17,098 semantic_segmentation INFO: Iters: 71970/150000 || Lr: 0.011107 || Task Loss: 0.5425 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:59 || Estimated Time: 1 day, 14:41:15
2023-07-25 22:28:33,840 semantic_segmentation INFO: Iters: 71980/150000 || Lr: 0.011106 || Task Loss: 0.3936 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:16 || Estimated Time: 1 day, 14:40:56
2023-07-25 22:28:50,608 semantic_segmentation INFO: Iters: 71990/150000 || Lr: 0.011104 || Task Loss: 0.6749 || KD Loss: 0.1943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:32 || Estimated Time: 1 day, 14:40:37
2023-07-25 22:29:07,386 semantic_segmentation INFO: Iters: 72000/150000 || Lr: 0.011103 || Task Loss: 0.6543 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:49 || Estimated Time: 1 day, 14:40:18
2023-07-25 22:29:07,510 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:29:07,897 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.089
2023-07-25 22:29:07,919 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-25 22:29:07,931 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.132
2023-07-25 22:29:07,945 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.131
2023-07-25 22:29:07,959 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.921, mIoU: 0.189
2023-07-25 22:29:07,972 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.932, mIoU: 0.236
2023-07-25 22:29:07,986 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.278
2023-07-25 22:29:08,001 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.942, mIoU: 0.288
2023-07-25 22:29:08,014 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.945, mIoU: 0.322
2023-07-25 22:29:08,029 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.363
2023-07-25 22:29:08,043 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.365
2023-07-25 22:29:08,058 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.933, mIoU: 0.410
2023-07-25 22:29:08,070 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.896, mIoU: 0.359
2023-07-25 22:29:08,084 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.897, mIoU: 0.357
2023-07-25 22:29:08,099 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.897, mIoU: 0.346
2023-07-25 22:29:08,111 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.900, mIoU: 0.342
2023-07-25 22:29:08,123 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.340
2023-07-25 22:29:08,136 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.334
2023-07-25 22:29:08,151 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.341
2023-07-25 22:29:08,168 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.385
2023-07-25 22:29:08,183 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.389
2023-07-25 22:29:08,199 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.901, mIoU: 0.401
2023-07-25 22:29:08,214 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.898, mIoU: 0.425
2023-07-25 22:29:08,230 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.430
2023-07-25 22:29:08,246 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.430
2023-07-25 22:29:08,260 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.435
2023-07-25 22:29:08,275 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.434
2023-07-25 22:29:08,286 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.433
2023-07-25 22:29:08,302 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.897, mIoU: 0.423
2023-07-25 22:29:08,317 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.424
2023-07-25 22:29:08,331 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.903, mIoU: 0.425
2023-07-25 22:29:08,346 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.425
2023-07-25 22:29:08,361 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.908, mIoU: 0.433
2023-07-25 22:29:08,376 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.432
2023-07-25 22:29:08,392 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.449
2023-07-25 22:29:08,406 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.450
2023-07-25 22:29:08,420 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.448
2023-07-25 22:29:08,432 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.492
2023-07-25 22:29:08,449 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.481
2023-07-25 22:29:08,461 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.481
2023-07-25 22:29:08,475 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.504
2023-07-25 22:29:08,489 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.909, mIoU: 0.504
2023-07-25 22:29:08,503 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.503
2023-07-25 22:29:08,517 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.503
2023-07-25 22:29:08,532 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.509
2023-07-25 22:29:08,547 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.514
2023-07-25 22:29:08,560 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-25 22:29:08,572 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.909, mIoU: 0.521
2023-07-25 22:29:08,587 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-25 22:29:08,603 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.515
2023-07-25 22:29:08,619 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.513
2023-07-25 22:29:08,634 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.513
2023-07-25 22:29:08,647 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.911, mIoU: 0.510
2023-07-25 22:29:08,663 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.911, mIoU: 0.512
2023-07-25 22:29:08,678 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.516
2023-07-25 22:29:08,691 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.509
2023-07-25 22:29:08,706 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.507
2023-07-25 22:29:08,723 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.506
2023-07-25 22:29:08,736 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-25 22:29:08,751 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.538
2023-07-25 22:29:08,765 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.542
2023-07-25 22:29:08,780 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.906, mIoU: 0.539
2023-07-25 22:29:08,793 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.539
2023-07-25 22:29:08,811 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.908, mIoU: 0.545
2023-07-25 22:29:08,825 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.523
2023-07-25 22:29:08,840 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.522
2023-07-25 22:29:08,855 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-25 22:29:08,869 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-25 22:29:08,884 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.568
2023-07-25 22:29:08,899 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.908, mIoU: 0.565
2023-07-25 22:29:08,915 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.584
2023-07-25 22:29:08,928 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.909, mIoU: 0.583
2023-07-25 22:29:08,943 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.576
2023-07-25 22:29:08,958 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.575
2023-07-25 22:29:08,972 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.910, mIoU: 0.596
2023-07-25 22:29:08,987 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.595
2023-07-25 22:29:09,001 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.907, mIoU: 0.592
2023-07-25 22:29:09,011 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.591
2023-07-25 22:29:09,026 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 22:29:09,042 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 22:29:09,055 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 22:29:09,069 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 22:29:09,084 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 22:29:09,098 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.580
2023-07-25 22:29:09,113 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-25 22:29:09,128 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.902, mIoU: 0.576
2023-07-25 22:29:09,142 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-25 22:29:09,157 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-25 22:29:09,171 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-25 22:29:09,184 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 22:29:09,200 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 22:29:09,215 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-25 22:29:09,230 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:29:09,246 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 22:29:09,261 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 22:29:09,276 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.901, mIoU: 0.603
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2023-07-25 22:29:09,302 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.902, mIoU: 0.605
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2023-07-25 22:29:09,360 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-25 22:29:09,494 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.906, mIoU: 0.608
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2023-07-25 22:29:09,538 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.607
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2023-07-25 22:29:09,563 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.905, mIoU: 0.599
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2023-07-25 22:29:09,591 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-25 22:29:09,606 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-25 22:29:09,621 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.906, mIoU: 0.596
2023-07-25 22:29:09,635 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-25 22:29:09,648 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.907, mIoU: 0.594
2023-07-25 22:29:09,664 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.907, mIoU: 0.594
2023-07-25 22:29:09,679 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.907, mIoU: 0.594
2023-07-25 22:29:09,687 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.907, mIoU: 0.593
2023-07-25 22:29:09,699 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.907, mIoU: 0.593
2023-07-25 22:29:09,714 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-25 22:29:09,724 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-25 22:29:09,737 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 22:29:09,752 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-25 22:29:09,767 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-25 22:29:09,780 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-25 22:29:09,795 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.905, mIoU: 0.588
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2023-07-25 22:29:09,835 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.903, mIoU: 0.588
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2023-07-25 22:29:09,863 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.904, mIoU: 0.589
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2023-07-25 22:29:09,992 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-25 22:29:10,002 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-25 22:29:10,033 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-25 22:29:10,075 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-25 22:29:10,104 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 22:29:10,120 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-25 22:29:10,250 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-25 22:29:10,262 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.903, mIoU: 0.596
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2023-07-25 22:29:10,290 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-25 22:29:10,304 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-25 22:29:10,319 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.901, mIoU: 0.578
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2023-07-25 22:29:10,997 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.902, mIoU: 0.587
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2023-07-25 22:29:11,335 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.898, mIoU: 0.574
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2023-07-25 22:29:13,822 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 22:29:13,836 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.894, mIoU: 0.553
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2023-07-25 22:29:13,878 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 22:29:13,894 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 22:29:13,907 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-25 22:29:13,923 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 22:29:13,935 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 22:29:13,952 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:13,966 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 22:29:13,981 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:13,997 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,010 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,025 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-25 22:29:14,040 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 22:29:14,053 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 22:29:14,068 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 22:29:14,084 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-25 22:29:14,098 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-25 22:29:14,114 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 22:29:14,128 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,143 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 22:29:14,159 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-25 22:29:14,173 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,188 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,202 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,216 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,229 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:29:14,242 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 22:29:14,258 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 22:29:14,273 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,287 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,302 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,315 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,329 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,342 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,352 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,366 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 22:29:14,380 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-25 22:29:14,394 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 22:29:14,409 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 22:29:14,424 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-25 22:29:14,439 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,454 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,462 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,472 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-25 22:29:14,485 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-25 22:29:14,498 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 22:29:14,514 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-25 22:29:14,526 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 22:29:14,541 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-25 22:29:14,557 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:14,573 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:14,588 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:14,603 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:14,616 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:29:14,630 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-25 22:29:14,645 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,658 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,674 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,685 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,700 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,714 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-25 22:29:14,729 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-25 22:29:14,743 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 22:29:14,758 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 22:29:14,768 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-25 22:29:14,781 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-25 22:29:14,796 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 22:29:14,810 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-25 22:29:14,823 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 22:29:14,836 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-25 22:29:14,849 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 22:29:14,864 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 22:29:14,879 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 22:29:14,893 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 22:29:14,902 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 22:29:14,916 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-25 22:29:14,931 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 22:29:14,944 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 22:29:14,959 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-25 22:29:14,974 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-25 22:29:15,003 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 22:29:15,016 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 22:29:15,031 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.897, mIoU: 0.571
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2023-07-25 22:29:15,063 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-25 22:29:15,078 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,092 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,105 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,119 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 22:29:15,134 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-25 22:29:15,148 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,162 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-25 22:29:15,177 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-25 22:29:15,193 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-25 22:29:15,207 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,219 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,233 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-25 22:29:15,248 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 22:29:15,262 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 22:29:15,276 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 22:29:15,291 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:15,304 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-25 22:29:15,319 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-25 22:29:15,334 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-25 22:29:15,347 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:15,362 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:15,373 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,388 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,401 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:15,413 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,426 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,440 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:15,455 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,470 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:15,485 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,493 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,508 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,523 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,539 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,553 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,568 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:15,581 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,594 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,609 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,624 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,639 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,651 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,664 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,679 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,693 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:15,708 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:15,720 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:15,735 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:15,750 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:15,766 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:15,779 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:15,794 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,809 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,822 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,837 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,852 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,867 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,882 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,895 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,910 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:15,926 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:15,942 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:15,953 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:15,968 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:15,983 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:15,996 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:16,011 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:16,024 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:16,040 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:16,055 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:16,069 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:16,082 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-25 22:29:16,108 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-25 22:29:16,182 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-25 22:29:16,210 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 22:29:16,253 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-25 22:29:16,624 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 22:29:16,639 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 22:29:16,654 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 22:29:16,668 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 22:29:16,683 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 22:29:16,696 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 22:29:16,712 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-25 22:29:16,727 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 22:29:16,742 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 22:29:16,756 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 22:29:16,771 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-25 22:29:16,785 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 22:29:16,799 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-25 22:29:16,813 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:16,827 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:16,841 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:29:16,858 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:29:16,873 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:16,887 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:16,898 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:16,911 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:16,925 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:16,938 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 22:29:16,952 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-25 22:29:16,965 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:16,978 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:16,993 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,009 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,023 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,039 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:17,051 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,065 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 22:29:17,078 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,092 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 22:29:17,107 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 22:29:17,122 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:17,137 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 22:29:17,151 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:29:17,166 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:29:17,179 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 22:29:17,194 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 22:29:17,209 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:29:17,222 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,235 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,249 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,264 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,279 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,292 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,306 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,321 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,336 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,349 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 22:29:17,362 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,369 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,384 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:29:17,399 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,414 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,430 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,444 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,459 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,475 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,489 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,502 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,517 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,531 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,545 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,560 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,573 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,586 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,599 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:17,612 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:29:17,625 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,637 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,650 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,664 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,679 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,691 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,704 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,717 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:17,728 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:17,743 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:17,757 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,772 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,787 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:17,802 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:17,817 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,830 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:17,845 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:17,860 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,878 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,894 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:17,909 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,925 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:17,938 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,951 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:17,964 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,980 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:17,996 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,009 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:18,022 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 22:29:18,037 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,051 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,066 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,080 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,095 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,108 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,123 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,136 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,150 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,164 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,178 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,194 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,207 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,222 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,237 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,250 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,263 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,278 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,293 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,307 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,322 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:29:18,333 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:29:18,346 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-25 22:29:18,360 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:29:18,373 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:29:18,387 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,403 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,416 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,431 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,444 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,459 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,474 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,487 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:18,499 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:18,514 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:18,529 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:18,542 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:18,557 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:18,571 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:18,585 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:18,598 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:18,613 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,628 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:18,645 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,658 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,672 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,684 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,700 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,712 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,725 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,739 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,754 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,766 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,781 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:18,797 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,813 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,828 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:18,841 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,854 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:18,868 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,881 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,894 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,907 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:18,922 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:18,935 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:18,948 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:18,962 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:18,978 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:18,993 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,008 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,022 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,035 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,050 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,064 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,080 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:19,094 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:19,107 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:19,120 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,131 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,146 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,161 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,175 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,189 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:19,200 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:19,213 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:19,228 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,243 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,256 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:19,270 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:19,283 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:19,298 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,311 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,325 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,338 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,352 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,367 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,379 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,395 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,410 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:19,425 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:19,439 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:19,454 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:29:19,469 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,484 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:19,498 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:19,513 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:19,528 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,541 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,554 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,567 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,583 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,597 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,614 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,629 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,640 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,654 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,670 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,685 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,697 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,713 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,727 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,739 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,753 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,768 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,782 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,795 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,806 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,823 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,838 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:19,853 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:19,867 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:19,882 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:19,897 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:19,912 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,927 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,940 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,954 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,968 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:19,983 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:19,997 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:20,010 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,026 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,038 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,053 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,067 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,081 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,095 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,109 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:20,123 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:20,137 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,152 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,166 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,181 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,195 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,204 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,218 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,230 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,245 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,260 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,275 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,288 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,303 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,317 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,331 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,347 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,362 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,375 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,391 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,406 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,421 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,434 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,449 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,464 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,479 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,492 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,507 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,522 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,534 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:20,548 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,563 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,575 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,589 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,601 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,615 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,629 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,644 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:20,658 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,673 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,688 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,700 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,713 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,728 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,740 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,753 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,768 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,782 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 22:29:20,797 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,812 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,825 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,838 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,854 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,869 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,882 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,897 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,910 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,926 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,939 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,955 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,970 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:20,984 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:20,993 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,009 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,025 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,037 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,052 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,066 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,081 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,094 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,108 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,123 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,138 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,153 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-25 22:29:21,167 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-25 22:29:21,183 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-25 22:29:21,199 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-25 22:29:21,211 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-25 22:29:21,226 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-25 22:29:21,240 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-25 22:29:21,254 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-25 22:29:21,267 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,281 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,297 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,311 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,318 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,331 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 22:29:21,344 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,356 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,368 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,382 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,396 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,411 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,422 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,435 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,450 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,460 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,476 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,488 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:29:21,503 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,518 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,533 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,548 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,559 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,572 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,587 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,602 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,617 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,631 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,644 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,654 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,665 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,678 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,689 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,704 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,717 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,732 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:21,747 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,762 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,776 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:21,791 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,806 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,820 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,836 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,850 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,864 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,878 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,894 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,906 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:21,920 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,935 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,947 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,963 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,976 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:21,991 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 22:29:22,006 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 22:29:22,023 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,039 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,052 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,067 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,082 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,097 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,111 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,124 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,137 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,152 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,167 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:29:22,182 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 22:29:22,196 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,211 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,227 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:29:22,241 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,256 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,268 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 22:29:22,283 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,294 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,307 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,321 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,333 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,348 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,362 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,377 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,392 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,407 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,422 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,436 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,448 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,463 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,476 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,491 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,506 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,519 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,534 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,548 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,563 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,578 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,593 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,608 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 22:29:22,623 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,636 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,649 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,664 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:29:22,677 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,690 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,705 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,720 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,734 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,747 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,760 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,775 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,790 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,805 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,818 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,830 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,845 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,859 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,874 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,888 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,903 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:22,918 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:22,932 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:22,947 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:22,963 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:29:22,978 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 22:29:22,992 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,007 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,020 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,035 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,050 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,065 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,077 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:29:23,092 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,106 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,122 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,135 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,149 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,163 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,178 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,193 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,207 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,221 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,234 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:29:23,248 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,264 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,276 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,291 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,303 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,313 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,329 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,344 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,357 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:23,372 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,387 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,401 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,414 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,429 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,444 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,459 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,476 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,490 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,507 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:23,520 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,533 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,547 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,562 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,576 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,588 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,600 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:23,615 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,629 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,643 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 22:29:23,670 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,685 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,698 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,711 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,726 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,742 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,757 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 22:29:23,799 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:29:23,814 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,828 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,843 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,855 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,870 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,883 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,896 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,908 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,923 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,938 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:23,953 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:23,967 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 22:29:24,007 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-25 22:29:24,136 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:24,151 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:24,163 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 22:29:24,262 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 22:29:24,277 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 22:29:24,289 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 22:29:24,303 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.899, mIoU: 0.584
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2023-07-25 22:29:24,841 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,856 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,869 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,884 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,900 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:24,915 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,926 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,941 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,955 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:24,966 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:24,981 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:24,995 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:25,010 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:25,023 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:25,035 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:25,049 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:25,063 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:25,077 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:25,090 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:25,105 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:29:25,117 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:25,130 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:25,144 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:25,159 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,174 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,188 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,204 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,217 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,232 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,246 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,260 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,275 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,288 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,301 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,316 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,331 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,346 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,359 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,372 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,387 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,401 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,414 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,427 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,442 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,457 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,472 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,486 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,501 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,517 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,529 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,543 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,558 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,571 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,586 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,601 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,616 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,631 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,645 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 22:29:25,660 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,675 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,689 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,704 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:25,718 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,734 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,747 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:25,762 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,777 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,789 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,802 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,817 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,832 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,845 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,859 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,874 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,888 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,903 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,917 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,932 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,947 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,959 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,972 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,985 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:25,998 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:26,011 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,025 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,040 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,052 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,065 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,080 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,091 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,104 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,119 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,134 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,148 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,163 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,176 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,191 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:26,206 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,219 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,235 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,250 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,266 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,279 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,294 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,309 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,323 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,338 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,351 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,366 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,381 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:29:26,395 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 22:29:26,410 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,422 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,436 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,451 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,465 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,480 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,494 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,509 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,524 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,534 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:29:26,547 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,560 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,573 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,590 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,604 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,618 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,631 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,644 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,657 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,672 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,685 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,700 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,715 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,727 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,742 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,757 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,770 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,784 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,799 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,812 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,826 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,838 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:29:26,853 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-25 22:29:26,883 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,898 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,911 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,923 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,937 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,952 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,966 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,979 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:29:26,991 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-25 22:29:27,108 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-25 22:29:27,394 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-25 22:29:27,519 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,533 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 22:29:27,561 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,574 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,588 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:27,602 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:29:27,616 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,632 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,646 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,661 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,674 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,690 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,704 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,720 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,734 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,749 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,764 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,778 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,791 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,805 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,818 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,833 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,847 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,862 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,877 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:29:27,891 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:29:27,905 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,914 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,928 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,941 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,955 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:29:27,970 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,984 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:27,999 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,010 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,019 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,036 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,050 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,065 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,078 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,093 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,107 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,120 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,135 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,149 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,163 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,177 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,190 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,204 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,219 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,234 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,247 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,261 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,276 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:29:28,291 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,306 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,319 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,333 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,347 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:28,364 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:29:44,944 semantic_segmentation INFO: Iters: 72010/150000 || Lr: 0.011102 || Task Loss: 0.5007 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:27 || Estimated Time: 1 day, 14:40:21
2023-07-25 22:30:01,579 semantic_segmentation INFO: Iters: 72020/150000 || Lr: 0.011100 || Task Loss: 0.6206 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:43 || Estimated Time: 1 day, 14:40:02
2023-07-25 22:30:18,326 semantic_segmentation INFO: Iters: 72030/150000 || Lr: 0.011099 || Task Loss: 0.4337 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:00 || Estimated Time: 1 day, 14:39:43
2023-07-25 22:30:35,095 semantic_segmentation INFO: Iters: 72040/150000 || Lr: 0.011098 || Task Loss: 0.4659 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:17 || Estimated Time: 1 day, 14:39:24
2023-07-25 22:30:51,866 semantic_segmentation INFO: Iters: 72050/150000 || Lr: 0.011097 || Task Loss: 0.5744 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:34 || Estimated Time: 1 day, 14:39:05
2023-07-25 22:31:08,603 semantic_segmentation INFO: Iters: 72060/150000 || Lr: 0.011095 || Task Loss: 0.5123 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:50 || Estimated Time: 1 day, 14:38:46
2023-07-25 22:31:25,700 semantic_segmentation INFO: Iters: 72070/150000 || Lr: 0.011094 || Task Loss: 0.5608 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:07 || Estimated Time: 1 day, 14:38:27
2023-07-25 22:31:42,511 semantic_segmentation INFO: Iters: 72080/150000 || Lr: 0.011093 || Task Loss: 0.5523 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:24 || Estimated Time: 1 day, 14:38:08
2023-07-25 22:31:59,224 semantic_segmentation INFO: Iters: 72090/150000 || Lr: 0.011091 || Task Loss: 0.5294 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:41 || Estimated Time: 1 day, 14:37:49
2023-07-25 22:32:16,084 semantic_segmentation INFO: Iters: 72100/150000 || Lr: 0.011090 || Task Loss: 0.4845 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:58 || Estimated Time: 1 day, 14:37:30
2023-07-25 22:32:32,857 semantic_segmentation INFO: Iters: 72110/150000 || Lr: 0.011089 || Task Loss: 0.6477 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:45:15 || Estimated Time: 1 day, 14:37:11
2023-07-25 22:32:49,506 semantic_segmentation INFO: Iters: 72120/150000 || Lr: 0.011088 || Task Loss: 0.5624 || KD Loss: 0.1879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:45:31 || Estimated Time: 1 day, 14:36:52
2023-07-25 22:33:06,261 semantic_segmentation INFO: Iters: 72130/150000 || Lr: 0.011086 || Task Loss: 0.8277 || KD Loss: 0.2994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:45:48 || Estimated Time: 1 day, 14:36:33
2023-07-25 22:33:23,033 semantic_segmentation INFO: Iters: 72140/150000 || Lr: 0.011085 || Task Loss: 0.5677 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:05 || Estimated Time: 1 day, 14:36:14
2023-07-25 22:33:39,703 semantic_segmentation INFO: Iters: 72150/150000 || Lr: 0.011084 || Task Loss: 0.4751 || KD Loss: 0.2036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:21 || Estimated Time: 1 day, 14:35:55
2023-07-25 22:33:56,431 semantic_segmentation INFO: Iters: 72160/150000 || Lr: 0.011082 || Task Loss: 0.6275 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:38 || Estimated Time: 1 day, 14:35:36
2023-07-25 22:34:13,503 semantic_segmentation INFO: Iters: 72170/150000 || Lr: 0.011081 || Task Loss: 0.6059 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:55 || Estimated Time: 1 day, 14:35:17
2023-07-25 22:34:30,184 semantic_segmentation INFO: Iters: 72180/150000 || Lr: 0.011080 || Task Loss: 0.4437 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:12 || Estimated Time: 1 day, 14:34:58
2023-07-25 22:34:47,438 semantic_segmentation INFO: Iters: 72190/150000 || Lr: 0.011079 || Task Loss: 0.5331 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:29 || Estimated Time: 1 day, 14:34:40
2023-07-25 22:35:04,024 semantic_segmentation INFO: Iters: 72200/150000 || Lr: 0.011077 || Task Loss: 0.4678 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:46 || Estimated Time: 1 day, 14:34:20
2023-07-25 22:35:20,778 semantic_segmentation INFO: Iters: 72210/150000 || Lr: 0.011076 || Task Loss: 0.4633 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:03 || Estimated Time: 1 day, 14:34:01
2023-07-25 22:35:37,535 semantic_segmentation INFO: Iters: 72220/150000 || Lr: 0.011075 || Task Loss: 0.3767 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:19 || Estimated Time: 1 day, 14:33:42
2023-07-25 22:35:54,332 semantic_segmentation INFO: Iters: 72230/150000 || Lr: 0.011073 || Task Loss: 0.7238 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:36 || Estimated Time: 1 day, 14:33:23
2023-07-25 22:36:10,994 semantic_segmentation INFO: Iters: 72240/150000 || Lr: 0.011072 || Task Loss: 0.6051 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:53 || Estimated Time: 1 day, 14:33:04
2023-07-25 22:36:27,782 semantic_segmentation INFO: Iters: 72250/150000 || Lr: 0.011071 || Task Loss: 0.4369 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:10 || Estimated Time: 1 day, 14:32:45
2023-07-25 22:36:44,529 semantic_segmentation INFO: Iters: 72260/150000 || Lr: 0.011070 || Task Loss: 0.6552 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:26 || Estimated Time: 1 day, 14:32:26
2023-07-25 22:37:01,275 semantic_segmentation INFO: Iters: 72270/150000 || Lr: 0.011068 || Task Loss: 0.4001 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:43 || Estimated Time: 1 day, 14:32:07
2023-07-25 22:37:17,970 semantic_segmentation INFO: Iters: 72280/150000 || Lr: 0.011067 || Task Loss: 0.5712 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:00 || Estimated Time: 1 day, 14:31:48
2023-07-25 22:37:34,742 semantic_segmentation INFO: Iters: 72290/150000 || Lr: 0.011066 || Task Loss: 0.5954 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:17 || Estimated Time: 1 day, 14:31:29
2023-07-25 22:37:51,366 semantic_segmentation INFO: Iters: 72300/150000 || Lr: 0.011065 || Task Loss: 0.4566 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:33 || Estimated Time: 1 day, 14:31:10
2023-07-25 22:38:08,139 semantic_segmentation INFO: Iters: 72310/150000 || Lr: 0.011063 || Task Loss: 0.3953 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:50 || Estimated Time: 1 day, 14:30:51
2023-07-25 22:38:24,891 semantic_segmentation INFO: Iters: 72320/150000 || Lr: 0.011062 || Task Loss: 0.4229 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:07 || Estimated Time: 1 day, 14:30:32
2023-07-25 22:38:41,611 semantic_segmentation INFO: Iters: 72330/150000 || Lr: 0.011061 || Task Loss: 0.4213 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:23 || Estimated Time: 1 day, 14:30:13
2023-07-25 22:38:58,318 semantic_segmentation INFO: Iters: 72340/150000 || Lr: 0.011059 || Task Loss: 0.5148 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:40 || Estimated Time: 1 day, 14:29:54
2023-07-25 22:39:15,108 semantic_segmentation INFO: Iters: 72350/150000 || Lr: 0.011058 || Task Loss: 0.5208 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:57 || Estimated Time: 1 day, 14:29:35
2023-07-25 22:39:31,991 semantic_segmentation INFO: Iters: 72360/150000 || Lr: 0.011057 || Task Loss: 0.5972 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:14 || Estimated Time: 1 day, 14:29:16
2023-07-25 22:39:48,625 semantic_segmentation INFO: Iters: 72370/150000 || Lr: 0.011056 || Task Loss: 0.6145 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:30 || Estimated Time: 1 day, 14:28:57
2023-07-25 22:40:05,486 semantic_segmentation INFO: Iters: 72380/150000 || Lr: 0.011054 || Task Loss: 0.5915 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:47 || Estimated Time: 1 day, 14:28:38
2023-07-25 22:40:22,062 semantic_segmentation INFO: Iters: 72390/150000 || Lr: 0.011053 || Task Loss: 0.6506 || KD Loss: 0.1665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:04 || Estimated Time: 1 day, 14:28:19
2023-07-25 22:40:38,874 semantic_segmentation INFO: Iters: 72400/150000 || Lr: 0.011052 || Task Loss: 0.3785 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:21 || Estimated Time: 1 day, 14:28:00
2023-07-25 22:40:55,704 semantic_segmentation INFO: Iters: 72410/150000 || Lr: 0.011050 || Task Loss: 0.4329 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:37 || Estimated Time: 1 day, 14:27:41
2023-07-25 22:41:12,434 semantic_segmentation INFO: Iters: 72420/150000 || Lr: 0.011049 || Task Loss: 0.5127 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:54 || Estimated Time: 1 day, 14:27:22
2023-07-25 22:41:29,086 semantic_segmentation INFO: Iters: 72430/150000 || Lr: 0.011048 || Task Loss: 0.3949 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:11 || Estimated Time: 1 day, 14:27:03
2023-07-25 22:41:45,812 semantic_segmentation INFO: Iters: 72440/150000 || Lr: 0.011047 || Task Loss: 0.5183 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:28 || Estimated Time: 1 day, 14:26:44
2023-07-25 22:42:02,432 semantic_segmentation INFO: Iters: 72450/150000 || Lr: 0.011045 || Task Loss: 0.6259 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:44 || Estimated Time: 1 day, 14:26:24
2023-07-25 22:42:19,144 semantic_segmentation INFO: Iters: 72460/150000 || Lr: 0.011044 || Task Loss: 0.5127 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:01 || Estimated Time: 1 day, 14:26:05
2023-07-25 22:42:35,759 semantic_segmentation INFO: Iters: 72470/150000 || Lr: 0.011043 || Task Loss: 0.5248 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:18 || Estimated Time: 1 day, 14:25:46
2023-07-25 22:42:52,379 semantic_segmentation INFO: Iters: 72480/150000 || Lr: 0.011041 || Task Loss: 0.6211 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:34 || Estimated Time: 1 day, 14:25:27
2023-07-25 22:43:09,138 semantic_segmentation INFO: Iters: 72490/150000 || Lr: 0.011040 || Task Loss: 0.4665 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:51 || Estimated Time: 1 day, 14:25:08
2023-07-25 22:43:25,779 semantic_segmentation INFO: Iters: 72500/150000 || Lr: 0.011039 || Task Loss: 0.6214 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:08 || Estimated Time: 1 day, 14:24:49
2023-07-25 22:43:42,501 semantic_segmentation INFO: Iters: 72510/150000 || Lr: 0.011038 || Task Loss: 0.5618 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:24 || Estimated Time: 1 day, 14:24:30
2023-07-25 22:43:59,126 semantic_segmentation INFO: Iters: 72520/150000 || Lr: 0.011036 || Task Loss: 0.4749 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:41 || Estimated Time: 1 day, 14:24:11
2023-07-25 22:44:15,795 semantic_segmentation INFO: Iters: 72530/150000 || Lr: 0.011035 || Task Loss: 0.4269 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:58 || Estimated Time: 1 day, 14:23:52
2023-07-25 22:44:32,939 semantic_segmentation INFO: Iters: 72540/150000 || Lr: 0.011034 || Task Loss: 0.5168 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:15 || Estimated Time: 1 day, 14:23:33
2023-07-25 22:44:49,527 semantic_segmentation INFO: Iters: 72550/150000 || Lr: 0.011032 || Task Loss: 0.7031 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:31 || Estimated Time: 1 day, 14:23:14
2023-07-25 22:45:06,227 semantic_segmentation INFO: Iters: 72560/150000 || Lr: 0.011031 || Task Loss: 0.7552 || KD Loss: 0.3033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:48 || Estimated Time: 1 day, 14:22:55
2023-07-25 22:45:23,473 semantic_segmentation INFO: Iters: 72570/150000 || Lr: 0.011030 || Task Loss: 0.5675 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:05 || Estimated Time: 1 day, 14:22:36
2023-07-25 22:45:40,108 semantic_segmentation INFO: Iters: 72580/150000 || Lr: 0.011029 || Task Loss: 0.4345 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:22 || Estimated Time: 1 day, 14:22:17
2023-07-25 22:45:56,800 semantic_segmentation INFO: Iters: 72590/150000 || Lr: 0.011027 || Task Loss: 0.4466 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:39 || Estimated Time: 1 day, 14:21:58
2023-07-25 22:46:13,553 semantic_segmentation INFO: Iters: 72600/150000 || Lr: 0.011026 || Task Loss: 0.5141 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:55 || Estimated Time: 1 day, 14:21:39
2023-07-25 22:46:30,246 semantic_segmentation INFO: Iters: 72610/150000 || Lr: 0.011025 || Task Loss: 0.4660 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:59:12 || Estimated Time: 1 day, 14:21:20
2023-07-25 22:46:46,957 semantic_segmentation INFO: Iters: 72620/150000 || Lr: 0.011023 || Task Loss: 0.6315 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:59:29 || Estimated Time: 1 day, 14:21:01
2023-07-25 22:47:03,697 semantic_segmentation INFO: Iters: 72630/150000 || Lr: 0.011022 || Task Loss: 0.5124 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:59:45 || Estimated Time: 1 day, 14:20:42
2023-07-25 22:47:20,458 semantic_segmentation INFO: Iters: 72640/150000 || Lr: 0.011021 || Task Loss: 0.5426 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:02 || Estimated Time: 1 day, 14:20:23
2023-07-25 22:47:37,211 semantic_segmentation INFO: Iters: 72650/150000 || Lr: 0.011020 || Task Loss: 0.3697 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:19 || Estimated Time: 1 day, 14:20:04
2023-07-25 22:47:54,113 semantic_segmentation INFO: Iters: 72660/150000 || Lr: 0.011018 || Task Loss: 0.7498 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:36 || Estimated Time: 1 day, 14:19:45
2023-07-25 22:48:10,803 semantic_segmentation INFO: Iters: 72670/150000 || Lr: 0.011017 || Task Loss: 0.4860 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:53 || Estimated Time: 1 day, 14:19:26
2023-07-25 22:48:27,510 semantic_segmentation INFO: Iters: 72680/150000 || Lr: 0.011016 || Task Loss: 0.4511 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:09 || Estimated Time: 1 day, 14:19:07
2023-07-25 22:48:44,224 semantic_segmentation INFO: Iters: 72690/150000 || Lr: 0.011015 || Task Loss: 0.6359 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:26 || Estimated Time: 1 day, 14:18:48
2023-07-25 22:49:00,920 semantic_segmentation INFO: Iters: 72700/150000 || Lr: 0.011013 || Task Loss: 0.4634 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:43 || Estimated Time: 1 day, 14:18:29
2023-07-25 22:49:17,612 semantic_segmentation INFO: Iters: 72710/150000 || Lr: 0.011012 || Task Loss: 0.4469 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:59 || Estimated Time: 1 day, 14:18:10
2023-07-25 22:49:34,404 semantic_segmentation INFO: Iters: 72720/150000 || Lr: 0.011011 || Task Loss: 0.6626 || KD Loss: 0.1485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:02:16 || Estimated Time: 1 day, 14:17:51
2023-07-25 22:49:51,048 semantic_segmentation INFO: Iters: 72730/150000 || Lr: 0.011009 || Task Loss: 0.5000 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:02:33 || Estimated Time: 1 day, 14:17:32
2023-07-25 22:50:07,774 semantic_segmentation INFO: Iters: 72740/150000 || Lr: 0.011008 || Task Loss: 0.3567 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:02:50 || Estimated Time: 1 day, 14:17:13
2023-07-25 22:50:24,481 semantic_segmentation INFO: Iters: 72750/150000 || Lr: 0.011007 || Task Loss: 0.4463 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:06 || Estimated Time: 1 day, 14:16:54
2023-07-25 22:50:41,155 semantic_segmentation INFO: Iters: 72760/150000 || Lr: 0.011006 || Task Loss: 0.4794 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:23 || Estimated Time: 1 day, 14:16:35
2023-07-25 22:50:57,733 semantic_segmentation INFO: Iters: 72770/150000 || Lr: 0.011004 || Task Loss: 0.4600 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:40 || Estimated Time: 1 day, 14:16:15
2023-07-25 22:51:14,353 semantic_segmentation INFO: Iters: 72780/150000 || Lr: 0.011003 || Task Loss: 0.4432 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:56 || Estimated Time: 1 day, 14:15:56
2023-07-25 22:51:31,135 semantic_segmentation INFO: Iters: 72790/150000 || Lr: 0.011002 || Task Loss: 0.5417 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:04:13 || Estimated Time: 1 day, 14:15:37
2023-07-25 22:51:47,868 semantic_segmentation INFO: Iters: 72800/150000 || Lr: 0.011000 || Task Loss: 0.5019 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:04:30 || Estimated Time: 1 day, 14:15:18
2023-07-25 22:51:47,992 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:51:48,377 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.088
2023-07-25 22:51:48,390 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.125
2023-07-25 22:51:48,402 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.934, mIoU: 0.133
2023-07-25 22:51:48,416 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.946, mIoU: 0.134
2023-07-25 22:51:48,430 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.929, mIoU: 0.201
2023-07-25 22:51:48,443 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.246
2023-07-25 22:51:48,458 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.286
2023-07-25 22:51:48,473 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.290
2023-07-25 22:51:48,485 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.945, mIoU: 0.326
2023-07-25 22:51:48,500 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.937, mIoU: 0.368
2023-07-25 22:51:48,515 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.911, mIoU: 0.368
2023-07-25 22:51:48,530 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.915, mIoU: 0.379
2023-07-25 22:51:48,543 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.878, mIoU: 0.347
2023-07-25 22:51:48,557 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.878, mIoU: 0.335
2023-07-25 22:51:48,572 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.881, mIoU: 0.325
2023-07-25 22:51:48,585 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.884, mIoU: 0.321
2023-07-25 22:51:48,596 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.885, mIoU: 0.320
2023-07-25 22:51:48,609 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.881, mIoU: 0.317
2023-07-25 22:51:48,624 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.884, mIoU: 0.325
2023-07-25 22:51:48,641 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.886, mIoU: 0.368
2023-07-25 22:51:48,657 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.890, mIoU: 0.374
2023-07-25 22:51:48,673 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.892, mIoU: 0.385
2023-07-25 22:51:48,688 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.890, mIoU: 0.413
2023-07-25 22:51:48,705 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.893, mIoU: 0.412
2023-07-25 22:51:48,722 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.895, mIoU: 0.414
2023-07-25 22:51:48,737 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.893, mIoU: 0.416
2023-07-25 22:51:48,752 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.895, mIoU: 0.417
2023-07-25 22:51:48,763 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.895, mIoU: 0.409
2023-07-25 22:51:48,779 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.891, mIoU: 0.400
2023-07-25 22:51:48,794 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.895, mIoU: 0.400
2023-07-25 22:51:48,809 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.404
2023-07-25 22:51:48,824 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.900, mIoU: 0.404
2023-07-25 22:51:48,839 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.413
2023-07-25 22:51:48,854 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.410
2023-07-25 22:51:48,868 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.439
2023-07-25 22:51:48,883 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.898, mIoU: 0.440
2023-07-25 22:51:48,896 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.442
2023-07-25 22:51:48,909 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.481
2023-07-25 22:51:48,925 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.902, mIoU: 0.487
2023-07-25 22:51:48,937 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.903, mIoU: 0.485
2023-07-25 22:51:48,950 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.899, mIoU: 0.500
2023-07-25 22:51:48,964 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.901, mIoU: 0.500
2023-07-25 22:51:48,978 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.491
2023-07-25 22:51:48,991 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.900, mIoU: 0.491
2023-07-25 22:51:49,006 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.899, mIoU: 0.497
2023-07-25 22:51:49,020 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.899, mIoU: 0.496
2023-07-25 22:51:49,033 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-25 22:51:49,046 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-25 22:51:49,060 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-25 22:51:49,076 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.900, mIoU: 0.504
2023-07-25 22:51:49,092 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.899, mIoU: 0.498
2023-07-25 22:51:49,107 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.497
2023-07-25 22:51:49,120 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.495
2023-07-25 22:51:49,136 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.902, mIoU: 0.495
2023-07-25 22:51:49,151 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.902, mIoU: 0.497
2023-07-25 22:51:49,164 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.900, mIoU: 0.493
2023-07-25 22:51:49,180 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.900, mIoU: 0.492
2023-07-25 22:51:49,196 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.902, mIoU: 0.491
2023-07-25 22:51:49,209 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.902, mIoU: 0.492
2023-07-25 22:51:49,225 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.895, mIoU: 0.505
2023-07-25 22:51:49,238 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.896, mIoU: 0.513
2023-07-25 22:51:49,253 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.897, mIoU: 0.511
2023-07-25 22:51:49,266 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.511
2023-07-25 22:51:49,284 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.899, mIoU: 0.517
2023-07-25 22:51:49,297 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.521
2023-07-25 22:51:49,313 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.521
2023-07-25 22:51:49,328 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.522
2023-07-25 22:51:49,341 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.903, mIoU: 0.554
2023-07-25 22:51:49,356 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.555
2023-07-25 22:51:49,371 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.554
2023-07-25 22:51:49,386 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 22:51:49,399 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-25 22:51:49,414 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-25 22:51:49,429 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.563
2023-07-25 22:51:49,443 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.903, mIoU: 0.566
2023-07-25 22:51:49,458 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.562
2023-07-25 22:51:49,473 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.560
2023-07-25 22:51:49,482 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.898, mIoU: 0.559
2023-07-25 22:51:49,497 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 22:51:49,513 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-25 22:51:49,526 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-25 22:51:49,541 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-25 22:51:49,556 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.899, mIoU: 0.561
2023-07-25 22:51:49,570 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.898, mIoU: 0.559
2023-07-25 22:51:49,585 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-25 22:51:49,600 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-25 22:51:49,615 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-25 22:51:49,630 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-25 22:51:49,644 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:51:49,657 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:51:49,672 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:51:49,688 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 22:51:49,703 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-25 22:51:49,718 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 22:51:49,733 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-25 22:51:49,748 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 22:51:49,760 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 22:51:49,774 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 22:51:49,789 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 22:51:49,802 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:51:49,817 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:51:49,831 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:49,844 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:51:49,858 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:49,873 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:51:49,886 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:51:49,900 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:51:49,915 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:49,928 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 22:51:49,941 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-25 22:51:49,953 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:51:49,966 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:51:49,981 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-25 22:51:49,995 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 22:51:50,010 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:51:50,023 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 22:51:50,036 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-25 22:51:50,051 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-25 22:51:50,064 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-25 22:51:50,078 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-25 22:51:50,093 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-25 22:51:50,107 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 22:51:50,120 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-25 22:51:50,135 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.565
2023-07-25 22:51:50,151 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.899, mIoU: 0.564
2023-07-25 22:51:50,159 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-25 22:51:50,170 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.566
2023-07-25 22:51:50,186 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-25 22:51:50,195 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-25 22:51:50,207 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 22:51:50,222 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-25 22:51:50,237 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 22:51:50,250 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 22:51:50,265 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 22:51:50,277 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 22:51:50,290 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-25 22:51:50,304 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-25 22:51:50,317 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-25 22:51:50,332 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-25 22:51:50,345 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-25 22:51:50,359 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-25 22:51:50,374 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-25 22:51:50,388 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 22:51:50,403 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-25 22:51:50,418 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-25 22:51:50,432 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-25 22:51:50,447 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-25 22:51:50,461 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 22:51:50,472 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:50,488 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-25 22:51:53,500 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.893, mIoU: 0.569
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2023-07-25 22:51:55,454 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-25 22:51:55,931 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-25 22:51:56,097 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:56,110 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:56,125 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:56,139 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:56,154 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:56,167 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,181 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 22:51:56,197 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 22:51:56,212 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 22:51:56,225 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 22:51:56,241 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,255 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,268 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,283 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,298 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,313 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,328 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,341 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,357 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,372 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,388 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:51:56,399 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,414 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,429 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,442 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,457 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 22:51:56,470 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,485 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,500 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,514 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,527 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,540 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 22:51:56,553 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,567 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,582 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,597 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,611 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,626 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,639 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,653 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,669 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,681 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,696 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,710 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,725 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 22:51:56,739 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:56,754 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,765 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,779 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,794 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,807 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,822 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:56,837 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:56,848 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:56,863 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,878 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,893 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,905 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,920 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,935 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,950 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 22:51:56,965 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:56,980 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:56,995 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:51:57,010 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:51:57,024 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:51:57,038 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 22:51:57,051 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:57,066 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:57,080 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 22:51:57,095 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:51:57,107 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:51:57,122 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:57,135 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:57,150 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 22:51:57,164 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:57,179 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:57,194 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:57,209 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:57,224 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 22:51:57,238 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:57,252 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,267 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 22:51:57,282 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 22:51:57,300 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 22:51:57,315 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,330 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,340 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,353 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,368 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,381 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,395 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,408 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,421 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,436 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,452 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:51:57,467 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,482 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,495 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 22:51:57,509 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,522 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 22:51:57,537 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 22:51:57,552 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 22:51:57,567 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,582 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 22:51:57,597 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,611 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,624 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,639 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 22:51:57,653 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,665 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,678 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,691 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,706 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,721 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,734 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,748 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,763 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:51:57,777 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 22:51:57,790 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-25 22:51:57,810 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,824 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,840 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 22:51:57,855 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 22:51:57,871 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:51:57,886 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:51:57,902 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:51:57,918 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 22:51:57,933 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:51:57,945 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:51:57,960 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:51:57,975 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 22:51:57,990 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:51:58,005 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:51:58,018 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:51:58,031 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 22:51:58,043 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 22:51:58,056 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 22:51:58,068 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 22:51:58,080 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 22:51:58,093 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 22:51:58,106 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 22:51:58,121 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:51:58,133 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:51:58,146 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:51:58,159 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:51:58,169 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 22:51:58,184 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:58,198 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:58,212 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:58,226 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 22:51:58,241 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,255 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,269 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:51:58,284 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:51:58,299 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,316 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,332 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,347 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:51:58,363 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 22:51:58,376 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:51:58,389 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:51:58,402 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,417 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,434 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 22:51:58,459 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 22:51:58,474 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.578
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2023-07-25 22:51:58,517 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:51:58,532 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 22:51:58,544 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,559 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.578
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2023-07-25 22:51:58,599 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,613 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 22:51:58,686 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,699 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 22:51:58,731 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,746 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,761 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,773 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 22:51:58,786 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.580
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2023-07-25 22:51:58,828 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,845 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:58,858 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:58,872 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,885 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,900 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,914 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,927 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,939 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:58,954 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:58,968 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,981 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:58,995 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 22:51:59,009 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:59,023 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:59,035 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:59,050 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,065 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,082 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,095 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,110 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,123 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,139 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,151 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,165 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:51:59,180 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,195 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,208 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,224 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,239 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 22:51:59,254 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,270 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,282 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,294 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,308 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,321 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,334 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,346 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,361 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,374 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,387 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,400 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,415 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,430 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,445 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,458 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,471 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 22:51:59,486 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,501 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,517 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,532 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,544 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,557 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,569 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,585 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,600 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 22:51:59,614 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,628 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 22:51:59,639 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,652 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,667 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,682 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,694 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 22:51:59,709 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 22:51:59,721 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 22:51:59,736 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 22:51:59,749 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,763 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:51:59,776 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:51:59,790 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:51:59,805 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:51:59,817 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:51:59,832 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:51:59,847 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:51:59,861 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,876 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,891 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,906 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:51:59,921 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:51:59,935 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,949 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,964 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,977 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:51:59,990 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,003 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,020 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,033 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,050 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,064 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,076 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,090 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,106 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,120 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,133 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,149 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,163 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,175 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,189 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,204 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,218 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,231 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,242 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,259 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,273 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,288 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,301 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,316 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,332 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:00,347 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:00,362 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:00,375 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,390 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,403 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,418 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,432 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:00,445 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,461 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,474 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,489 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:00,504 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:00,518 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:00,532 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:00,547 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,561 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,574 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,590 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,604 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,618 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,633 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,642 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:00,656 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,668 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,682 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,697 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,713 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,726 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,741 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:00,756 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,770 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,786 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,802 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:00,815 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,830 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,845 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,861 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,874 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,888 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:00,903 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,918 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,931 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,945 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,960 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:00,973 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:00,986 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,001 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,013 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,026 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,039 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,053 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,067 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,082 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,096 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,111 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,126 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,139 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,152 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,167 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,180 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,193 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,208 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,223 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,238 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,254 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,267 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,280 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,296 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:01,311 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,323 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,338 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,350 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,366 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,379 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 22:52:01,395 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,409 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,423 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,432 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,447 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,462 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,475 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,488 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,503 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,517 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,530 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,544 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,559 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,574 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 22:52:01,588 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,603 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,619 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,634 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,647 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,661 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 22:52:01,676 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-25 22:52:01,690 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 22:52:01,702 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 22:52:01,717 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:01,732 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:01,747 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:01,754 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:01,767 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 22:52:01,780 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,792 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,803 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,818 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,832 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 22:52:01,846 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 22:52:01,858 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:01,871 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:01,885 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:01,895 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:01,910 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:01,923 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:01,938 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:01,953 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:01,968 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:01,983 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:01,994 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,007 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,022 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,037 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,052 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,066 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,079 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,089 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,100 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,113 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,125 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,139 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:02,152 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,166 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,181 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:02,196 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:02,210 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:02,225 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:02,240 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:02,255 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,270 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,284 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,298 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,312 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,328 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,341 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,354 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,369 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,381 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:02,397 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 22:52:02,410 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,425 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,440 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,457 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,473 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,486 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,502 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,516 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,531 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,546 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,559 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,572 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,586 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,601 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 22:52:02,616 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-25 22:52:02,630 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 22:52:02,645 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-25 22:52:02,660 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-25 22:52:02,675 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,689 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,701 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,716 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,726 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,739 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,755 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 22:52:02,766 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,782 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,797 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 22:52:02,812 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,828 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,843 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,858 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,873 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,886 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,901 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,914 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,929 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,943 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,956 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,970 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,983 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:02,997 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,011 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,026 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:03,040 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:03,054 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:03,067 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,079 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,093 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,106 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,118 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,133 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,148 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,163 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,177 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,189 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:03,205 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,221 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,236 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,249 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,262 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,277 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,292 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,307 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 22:52:03,322 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,337 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,351 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 22:52:03,365 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,380 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,395 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,409 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,423 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,438 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,450 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,465 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,479 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 22:52:03,494 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:03,506 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-25 22:52:03,520 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,534 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,550 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,562 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,577 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,592 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,606 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,622 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,637 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,652 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,665 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,679 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,695 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,708 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,723 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,736 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:03,745 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,759 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,774 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,787 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:03,802 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,817 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,829 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,842 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,857 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,872 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:03,886 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:03,902 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:03,916 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:03,932 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 22:52:03,947 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,959 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:03,975 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 22:52:03,990 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:04,004 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 22:52:04,017 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,030 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,045 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,060 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,075 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,089 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,102 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,117 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,131 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,144 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,159 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,174 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,189 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,204 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,217 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,231 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,246 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,261 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,275 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,288 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,303 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,316 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:04,329 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,341 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,355 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,370 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,385 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,400 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,410 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,423 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,439 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,454 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,467 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,481 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,497 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,511 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,524 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,538 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,553 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,565 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,580 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,593 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,606 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 22:52:04,621 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,635 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,650 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,665 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,678 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,693 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,708 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,721 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,736 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,750 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,765 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,780 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,792 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,805 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,820 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,834 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,848 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,860 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,875 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,891 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,904 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,914 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,928 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,943 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,958 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-25 22:52:04,972 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,984 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 22:52:04,998 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:05,012 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:05,025 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,040 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,055 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,070 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,085 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,100 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,114 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,128 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:05,143 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:05,156 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 22:52:05,170 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,185 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 22:52:05,200 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,213 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,227 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,238 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,253 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,268 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,283 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,296 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,310 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,326 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,341 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,352 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,366 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,380 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,391 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,406 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-25 22:52:05,421 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,436 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,449 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,461 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,476 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 22:52:05,490 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,505 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,517 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,533 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,545 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,558 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,573 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,587 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,602 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:05,617 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,633 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,645 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,660 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,674 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,689 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,704 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:05,716 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,729 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,744 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,759 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,773 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,786 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,799 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,813 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,828 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,841 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,854 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:05,869 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,884 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,899 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,913 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,928 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,944 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,956 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,970 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,985 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:05,998 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:06,012 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:06,027 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:06,042 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:06,057 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:06,071 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:06,086 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,100 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,114 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,129 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,144 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,159 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,173 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,188 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,202 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,214 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,227 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,241 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,257 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,269 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,284 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,299 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,314 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,328 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,343 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,357 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,372 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,384 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,397 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,410 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,423 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,435 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,450 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,465 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,478 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,490 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,505 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,516 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:06,529 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,544 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 22:52:06,559 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,574 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,588 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,601 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,615 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:06,630 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,643 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,658 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,673 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,689 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,702 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,717 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,732 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,746 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,761 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 22:52:06,773 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,788 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:06,803 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,818 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,832 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,844 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,859 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,873 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,888 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,902 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,916 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,931 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,945 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,955 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,969 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,981 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:06,994 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,010 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,024 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,037 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,049 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,062 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,075 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,089 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,102 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,116 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,131 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,143 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,157 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,171 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,184 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,198 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,212 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,224 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,238 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,249 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,264 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,279 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,293 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,308 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,320 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,333 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,347 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 22:52:07,361 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,375 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,388 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,401 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,415 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,430 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,444 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,457 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,471 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,488 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,503 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,518 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,533 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,541 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,555 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,568 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,581 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,596 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,611 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:07,625 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,640 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,655 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,670 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:07,685 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,698 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,712 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,728 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:07,743 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,758 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,773 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,789 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,802 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,816 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,831 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,845 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,858 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,870 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,885 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,899 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,914 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:07,928 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:07,943 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,957 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,972 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:07,985 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:07,999 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,013 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:52:08,027 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:52:08,043 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:52:08,058 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:52:08,072 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 22:52:08,085 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,101 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,115 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,130 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,145 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,159 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,174 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,189 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,201 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,216 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,229 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,243 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,258 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,272 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,287 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,302 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,315 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,325 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,339 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,352 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,366 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 22:52:08,381 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,395 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,409 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:08,420 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,430 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,446 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,460 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,475 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,488 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,503 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,517 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,531 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,546 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,560 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,574 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,589 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,602 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 22:52:08,617 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,632 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,646 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,659 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,674 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,688 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,702 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 22:52:08,717 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:08,730 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:08,743 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:08,757 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 22:52:08,773 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 22:52:25,567 semantic_segmentation INFO: Iters: 72810/150000 || Lr: 0.010999 || Task Loss: 0.5855 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:07 || Estimated Time: 1 day, 14:15:22
2023-07-25 22:52:41,988 semantic_segmentation INFO: Iters: 72820/150000 || Lr: 0.010998 || Task Loss: 0.4306 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:24 || Estimated Time: 1 day, 14:15:02
2023-07-25 22:52:58,792 semantic_segmentation INFO: Iters: 72830/150000 || Lr: 0.010997 || Task Loss: 0.6513 || KD Loss: 0.1731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:41 || Estimated Time: 1 day, 14:14:43
2023-07-25 22:53:15,427 semantic_segmentation INFO: Iters: 72840/150000 || Lr: 0.010995 || Task Loss: 0.5898 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:57 || Estimated Time: 1 day, 14:14:24
2023-07-25 22:53:32,187 semantic_segmentation INFO: Iters: 72850/150000 || Lr: 0.010994 || Task Loss: 0.5031 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:14 || Estimated Time: 1 day, 14:14:05
2023-07-25 22:53:48,966 semantic_segmentation INFO: Iters: 72860/150000 || Lr: 0.010993 || Task Loss: 0.6248 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:31 || Estimated Time: 1 day, 14:13:46
2023-07-25 22:54:06,055 semantic_segmentation INFO: Iters: 72870/150000 || Lr: 0.010991 || Task Loss: 0.5321 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:48 || Estimated Time: 1 day, 14:13:28
2023-07-25 22:54:22,773 semantic_segmentation INFO: Iters: 72880/150000 || Lr: 0.010990 || Task Loss: 0.5032 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:05 || Estimated Time: 1 day, 14:13:09
2023-07-25 22:54:39,561 semantic_segmentation INFO: Iters: 72890/150000 || Lr: 0.010989 || Task Loss: 0.5868 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:21 || Estimated Time: 1 day, 14:12:50
2023-07-25 22:54:56,243 semantic_segmentation INFO: Iters: 72900/150000 || Lr: 0.010988 || Task Loss: 0.4529 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:38 || Estimated Time: 1 day, 14:12:31
2023-07-25 22:55:13,004 semantic_segmentation INFO: Iters: 72910/150000 || Lr: 0.010986 || Task Loss: 0.5543 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:55 || Estimated Time: 1 day, 14:12:12
2023-07-25 22:55:29,797 semantic_segmentation INFO: Iters: 72920/150000 || Lr: 0.010985 || Task Loss: 0.4959 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:12 || Estimated Time: 1 day, 14:11:53
2023-07-25 22:55:46,521 semantic_segmentation INFO: Iters: 72930/150000 || Lr: 0.010984 || Task Loss: 0.5925 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:28 || Estimated Time: 1 day, 14:11:34
2023-07-25 22:56:03,169 semantic_segmentation INFO: Iters: 72940/150000 || Lr: 0.010982 || Task Loss: 0.3052 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:45 || Estimated Time: 1 day, 14:11:14
2023-07-25 22:56:19,975 semantic_segmentation INFO: Iters: 72950/150000 || Lr: 0.010981 || Task Loss: 0.5543 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:02 || Estimated Time: 1 day, 14:10:56
2023-07-25 22:56:36,679 semantic_segmentation INFO: Iters: 72960/150000 || Lr: 0.010980 || Task Loss: 0.5604 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:18 || Estimated Time: 1 day, 14:10:37
2023-07-25 22:56:53,406 semantic_segmentation INFO: Iters: 72970/150000 || Lr: 0.010979 || Task Loss: 0.6048 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:35 || Estimated Time: 1 day, 14:10:18
2023-07-25 22:57:10,187 semantic_segmentation INFO: Iters: 72980/150000 || Lr: 0.010977 || Task Loss: 0.4631 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:52 || Estimated Time: 1 day, 14:09:59
2023-07-25 22:57:26,866 semantic_segmentation INFO: Iters: 72990/150000 || Lr: 0.010976 || Task Loss: 1.0439 || KD Loss: 0.2984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:09 || Estimated Time: 1 day, 14:09:40
2023-07-25 22:57:43,605 semantic_segmentation INFO: Iters: 73000/150000 || Lr: 0.010975 || Task Loss: 0.5405 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:25 || Estimated Time: 1 day, 14:09:20
2023-07-25 22:58:00,258 semantic_segmentation INFO: Iters: 73010/150000 || Lr: 0.010973 || Task Loss: 0.5903 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:42 || Estimated Time: 1 day, 14:09:01
2023-07-25 22:58:16,830 semantic_segmentation INFO: Iters: 73020/150000 || Lr: 0.010972 || Task Loss: 0.5004 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:59 || Estimated Time: 1 day, 14:08:42
2023-07-25 22:58:33,569 semantic_segmentation INFO: Iters: 73030/150000 || Lr: 0.010971 || Task Loss: 0.6628 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:15 || Estimated Time: 1 day, 14:08:23
2023-07-25 22:58:50,224 semantic_segmentation INFO: Iters: 73040/150000 || Lr: 0.010970 || Task Loss: 0.5265 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:32 || Estimated Time: 1 day, 14:08:04
2023-07-25 22:59:06,872 semantic_segmentation INFO: Iters: 73050/150000 || Lr: 0.010968 || Task Loss: 0.6381 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:49 || Estimated Time: 1 day, 14:07:45
2023-07-25 22:59:23,632 semantic_segmentation INFO: Iters: 73060/150000 || Lr: 0.010967 || Task Loss: 0.5719 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:05 || Estimated Time: 1 day, 14:07:26
2023-07-25 22:59:40,328 semantic_segmentation INFO: Iters: 73070/150000 || Lr: 0.010966 || Task Loss: 0.6515 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:22 || Estimated Time: 1 day, 14:07:07
2023-07-25 22:59:56,975 semantic_segmentation INFO: Iters: 73080/150000 || Lr: 0.010964 || Task Loss: 0.4557 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:39 || Estimated Time: 1 day, 14:06:48
2023-07-25 23:00:13,666 semantic_segmentation INFO: Iters: 73090/150000 || Lr: 0.010963 || Task Loss: 0.4834 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:55 || Estimated Time: 1 day, 14:06:29
2023-07-25 23:00:30,281 semantic_segmentation INFO: Iters: 73100/150000 || Lr: 0.010962 || Task Loss: 0.6350 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:12 || Estimated Time: 1 day, 14:06:10
2023-07-25 23:00:46,967 semantic_segmentation INFO: Iters: 73110/150000 || Lr: 0.010961 || Task Loss: 0.7980 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:29 || Estimated Time: 1 day, 14:05:51
2023-07-25 23:01:03,690 semantic_segmentation INFO: Iters: 73120/150000 || Lr: 0.010959 || Task Loss: 0.7456 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:45 || Estimated Time: 1 day, 14:05:32
2023-07-25 23:01:20,558 semantic_segmentation INFO: Iters: 73130/150000 || Lr: 0.010958 || Task Loss: 0.6909 || KD Loss: 0.2693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:02 || Estimated Time: 1 day, 14:05:13
2023-07-25 23:01:37,125 semantic_segmentation INFO: Iters: 73140/150000 || Lr: 0.010957 || Task Loss: 0.5191 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:19 || Estimated Time: 1 day, 14:04:54
2023-07-25 23:01:53,945 semantic_segmentation INFO: Iters: 73150/150000 || Lr: 0.010956 || Task Loss: 0.5255 || KD Loss: 0.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:36 || Estimated Time: 1 day, 14:04:35
2023-07-25 23:02:10,661 semantic_segmentation INFO: Iters: 73160/150000 || Lr: 0.010954 || Task Loss: 0.4385 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:52 || Estimated Time: 1 day, 14:04:16
2023-07-25 23:02:27,447 semantic_segmentation INFO: Iters: 73170/150000 || Lr: 0.010953 || Task Loss: 0.3371 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:09 || Estimated Time: 1 day, 14:03:57
2023-07-25 23:02:44,142 semantic_segmentation INFO: Iters: 73180/150000 || Lr: 0.010952 || Task Loss: 0.5624 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:26 || Estimated Time: 1 day, 14:03:38
2023-07-25 23:03:00,831 semantic_segmentation INFO: Iters: 73190/150000 || Lr: 0.010950 || Task Loss: 0.4493 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:43 || Estimated Time: 1 day, 14:03:19
2023-07-25 23:03:17,449 semantic_segmentation INFO: Iters: 73200/150000 || Lr: 0.010949 || Task Loss: 0.5196 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:59 || Estimated Time: 1 day, 14:03:00
2023-07-25 23:03:34,225 semantic_segmentation INFO: Iters: 73210/150000 || Lr: 0.010948 || Task Loss: 0.5640 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:16 || Estimated Time: 1 day, 14:02:41
2023-07-25 23:03:50,967 semantic_segmentation INFO: Iters: 73220/150000 || Lr: 0.010947 || Task Loss: 0.5325 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:33 || Estimated Time: 1 day, 14:02:22
2023-07-25 23:04:07,686 semantic_segmentation INFO: Iters: 73230/150000 || Lr: 0.010945 || Task Loss: 0.3914 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:49 || Estimated Time: 1 day, 14:02:03
2023-07-25 23:04:24,397 semantic_segmentation INFO: Iters: 73240/150000 || Lr: 0.010944 || Task Loss: 0.3692 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:06 || Estimated Time: 1 day, 14:01:44
2023-07-25 23:04:41,149 semantic_segmentation INFO: Iters: 73250/150000 || Lr: 0.010943 || Task Loss: 0.6648 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:23 || Estimated Time: 1 day, 14:01:25
2023-07-25 23:04:57,834 semantic_segmentation INFO: Iters: 73260/150000 || Lr: 0.010941 || Task Loss: 0.5031 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:40 || Estimated Time: 1 day, 14:01:06
2023-07-25 23:05:14,496 semantic_segmentation INFO: Iters: 73270/150000 || Lr: 0.010940 || Task Loss: 0.4748 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:56 || Estimated Time: 1 day, 14:00:47
2023-07-25 23:05:31,275 semantic_segmentation INFO: Iters: 73280/150000 || Lr: 0.010939 || Task Loss: 0.3319 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:18:13 || Estimated Time: 1 day, 14:00:28
2023-07-25 23:05:48,002 semantic_segmentation INFO: Iters: 73290/150000 || Lr: 0.010938 || Task Loss: 0.5269 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:18:30 || Estimated Time: 1 day, 14:00:09
2023-07-25 23:06:04,959 semantic_segmentation INFO: Iters: 73300/150000 || Lr: 0.010936 || Task Loss: 0.4403 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:18:47 || Estimated Time: 1 day, 13:59:50
2023-07-25 23:06:21,599 semantic_segmentation INFO: Iters: 73310/150000 || Lr: 0.010935 || Task Loss: 0.7071 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:03 || Estimated Time: 1 day, 13:59:31
2023-07-25 23:06:38,196 semantic_segmentation INFO: Iters: 73320/150000 || Lr: 0.010934 || Task Loss: 0.5320 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:20 || Estimated Time: 1 day, 13:59:12
2023-07-25 23:06:54,865 semantic_segmentation INFO: Iters: 73330/150000 || Lr: 0.010932 || Task Loss: 0.5280 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:37 || Estimated Time: 1 day, 13:58:53
2023-07-25 23:07:11,547 semantic_segmentation INFO: Iters: 73340/150000 || Lr: 0.010931 || Task Loss: 0.3423 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:53 || Estimated Time: 1 day, 13:58:34
2023-07-25 23:07:28,212 semantic_segmentation INFO: Iters: 73350/150000 || Lr: 0.010930 || Task Loss: 0.3631 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:10 || Estimated Time: 1 day, 13:58:15
2023-07-25 23:07:44,951 semantic_segmentation INFO: Iters: 73360/150000 || Lr: 0.010929 || Task Loss: 0.5070 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:27 || Estimated Time: 1 day, 13:57:56
2023-07-25 23:08:01,524 semantic_segmentation INFO: Iters: 73370/150000 || Lr: 0.010927 || Task Loss: 0.4358 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:43 || Estimated Time: 1 day, 13:57:36
2023-07-25 23:08:18,280 semantic_segmentation INFO: Iters: 73380/150000 || Lr: 0.010926 || Task Loss: 0.5613 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:00 || Estimated Time: 1 day, 13:57:17
2023-07-25 23:08:34,918 semantic_segmentation INFO: Iters: 73390/150000 || Lr: 0.010925 || Task Loss: 0.5154 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:17 || Estimated Time: 1 day, 13:56:58
2023-07-25 23:08:51,716 semantic_segmentation INFO: Iters: 73400/150000 || Lr: 0.010923 || Task Loss: 0.4868 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:33 || Estimated Time: 1 day, 13:56:39
2023-07-25 23:09:08,404 semantic_segmentation INFO: Iters: 73410/150000 || Lr: 0.010922 || Task Loss: 0.4990 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:50 || Estimated Time: 1 day, 13:56:20
2023-07-25 23:09:25,052 semantic_segmentation INFO: Iters: 73420/150000 || Lr: 0.010921 || Task Loss: 0.6807 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:07 || Estimated Time: 1 day, 13:56:01
2023-07-25 23:09:41,810 semantic_segmentation INFO: Iters: 73430/150000 || Lr: 0.010920 || Task Loss: 0.4627 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:24 || Estimated Time: 1 day, 13:55:42
2023-07-25 23:09:58,965 semantic_segmentation INFO: Iters: 73440/150000 || Lr: 0.010918 || Task Loss: 0.4229 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:41 || Estimated Time: 1 day, 13:55:24
2023-07-25 23:10:15,572 semantic_segmentation INFO: Iters: 73450/150000 || Lr: 0.010917 || Task Loss: 0.3913 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:57 || Estimated Time: 1 day, 13:55:05
2023-07-25 23:10:32,245 semantic_segmentation INFO: Iters: 73460/150000 || Lr: 0.010916 || Task Loss: 0.5427 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:14 || Estimated Time: 1 day, 13:54:46
2023-07-25 23:10:49,268 semantic_segmentation INFO: Iters: 73470/150000 || Lr: 0.010914 || Task Loss: 0.5697 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:31 || Estimated Time: 1 day, 13:54:27
2023-07-25 23:11:05,925 semantic_segmentation INFO: Iters: 73480/150000 || Lr: 0.010913 || Task Loss: 0.7562 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:48 || Estimated Time: 1 day, 13:54:08
2023-07-25 23:11:22,659 semantic_segmentation INFO: Iters: 73490/150000 || Lr: 0.010912 || Task Loss: 0.6715 || KD Loss: 0.2214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:04 || Estimated Time: 1 day, 13:53:49
2023-07-25 23:11:39,308 semantic_segmentation INFO: Iters: 73500/150000 || Lr: 0.010911 || Task Loss: 0.4766 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:21 || Estimated Time: 1 day, 13:53:30
2023-07-25 23:11:56,048 semantic_segmentation INFO: Iters: 73510/150000 || Lr: 0.010909 || Task Loss: 0.6541 || KD Loss: 0.2079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:38 || Estimated Time: 1 day, 13:53:11
2023-07-25 23:12:12,672 semantic_segmentation INFO: Iters: 73520/150000 || Lr: 0.010908 || Task Loss: 0.4177 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:54 || Estimated Time: 1 day, 13:52:52
2023-07-25 23:12:29,325 semantic_segmentation INFO: Iters: 73530/150000 || Lr: 0.010907 || Task Loss: 0.3755 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:25:11 || Estimated Time: 1 day, 13:52:33
2023-07-25 23:12:46,017 semantic_segmentation INFO: Iters: 73540/150000 || Lr: 0.010905 || Task Loss: 0.5233 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:25:28 || Estimated Time: 1 day, 13:52:14
2023-07-25 23:13:02,814 semantic_segmentation INFO: Iters: 73550/150000 || Lr: 0.010904 || Task Loss: 0.5294 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:25:45 || Estimated Time: 1 day, 13:51:55
2023-07-25 23:13:19,519 semantic_segmentation INFO: Iters: 73560/150000 || Lr: 0.010903 || Task Loss: 0.6354 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:01 || Estimated Time: 1 day, 13:51:36
2023-07-25 23:13:36,184 semantic_segmentation INFO: Iters: 73570/150000 || Lr: 0.010902 || Task Loss: 0.3993 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:18 || Estimated Time: 1 day, 13:51:17
2023-07-25 23:13:52,770 semantic_segmentation INFO: Iters: 73580/150000 || Lr: 0.010900 || Task Loss: 0.4305 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:35 || Estimated Time: 1 day, 13:50:58
2023-07-25 23:14:09,528 semantic_segmentation INFO: Iters: 73590/150000 || Lr: 0.010899 || Task Loss: 0.8203 || KD Loss: 0.3732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:51 || Estimated Time: 1 day, 13:50:39
2023-07-25 23:14:26,152 semantic_segmentation INFO: Iters: 73600/150000 || Lr: 0.010898 || Task Loss: 0.5342 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:08 || Estimated Time: 1 day, 13:50:20
2023-07-25 23:14:26,285 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:14:26,676 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.091
2023-07-25 23:14:26,688 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.129
2023-07-25 23:14:26,700 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.939, mIoU: 0.146
2023-07-25 23:14:26,714 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.148
2023-07-25 23:14:26,727 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.933, mIoU: 0.219
2023-07-25 23:14:26,739 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.941, mIoU: 0.266
2023-07-25 23:14:26,752 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.306
2023-07-25 23:14:26,766 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.949, mIoU: 0.311
2023-07-25 23:14:26,778 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.330
2023-07-25 23:14:26,791 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.373
2023-07-25 23:14:26,805 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.929, mIoU: 0.372
2023-07-25 23:14:26,819 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.933, mIoU: 0.393
2023-07-25 23:14:26,830 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.894, mIoU: 0.370
2023-07-25 23:14:26,844 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.361
2023-07-25 23:14:26,858 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.352
2023-07-25 23:14:26,870 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.895, mIoU: 0.346
2023-07-25 23:14:26,881 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.887, mIoU: 0.338
2023-07-25 23:14:26,893 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.882, mIoU: 0.334
2023-07-25 23:14:26,907 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.885, mIoU: 0.335
2023-07-25 23:14:26,922 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.887, mIoU: 0.376
2023-07-25 23:14:26,936 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.892, mIoU: 0.378
2023-07-25 23:14:26,951 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.390
2023-07-25 23:14:26,965 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.892, mIoU: 0.414
2023-07-25 23:14:26,980 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.895, mIoU: 0.423
2023-07-25 23:14:26,995 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.896, mIoU: 0.427
2023-07-25 23:14:27,008 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.893, mIoU: 0.433
2023-07-25 23:14:27,022 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.894, mIoU: 0.430
2023-07-25 23:14:27,033 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.896, mIoU: 0.429
2023-07-25 23:14:27,047 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.892, mIoU: 0.420
2023-07-25 23:14:27,061 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.420
2023-07-25 23:14:27,074 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.898, mIoU: 0.420
2023-07-25 23:14:27,089 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.901, mIoU: 0.419
2023-07-25 23:14:27,103 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.901, mIoU: 0.419
2023-07-25 23:14:27,117 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.901, mIoU: 0.418
2023-07-25 23:14:27,132 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.456
2023-07-25 23:14:27,146 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.457
2023-07-25 23:14:27,158 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-25 23:14:27,170 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.909, mIoU: 0.499
2023-07-25 23:14:27,186 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.905, mIoU: 0.490
2023-07-25 23:14:27,198 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.905, mIoU: 0.489
2023-07-25 23:14:27,210 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.505
2023-07-25 23:14:27,224 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.505
2023-07-25 23:14:27,238 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.502
2023-07-25 23:14:27,250 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.502
2023-07-25 23:14:27,265 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.903, mIoU: 0.510
2023-07-25 23:14:27,279 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-25 23:14:27,292 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.525
2023-07-25 23:14:27,304 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.525
2023-07-25 23:14:27,317 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.524
2023-07-25 23:14:27,333 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.522
2023-07-25 23:14:27,348 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.517
2023-07-25 23:14:27,362 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.517
2023-07-25 23:14:27,374 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-25 23:14:27,390 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-25 23:14:27,404 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.521
2023-07-25 23:14:27,416 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.516
2023-07-25 23:14:27,431 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-25 23:14:27,448 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.512
2023-07-25 23:14:27,460 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-25 23:14:27,475 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.896, mIoU: 0.504
2023-07-25 23:14:27,488 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.897, mIoU: 0.512
2023-07-25 23:14:27,503 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.897, mIoU: 0.510
2023-07-25 23:14:27,516 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.509
2023-07-25 23:14:27,533 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.516
2023-07-25 23:14:27,546 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.517
2023-07-25 23:14:27,561 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.516
2023-07-25 23:14:27,576 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.516
2023-07-25 23:14:27,589 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.903, mIoU: 0.552
2023-07-25 23:14:27,603 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.904, mIoU: 0.553
2023-07-25 23:14:27,618 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.553
2023-07-25 23:14:27,633 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-25 23:14:27,646 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-25 23:14:27,661 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-25 23:14:27,677 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.565
2023-07-25 23:14:27,692 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-25 23:14:27,707 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.560
2023-07-25 23:14:27,723 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.558
2023-07-25 23:14:27,732 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-25 23:14:27,748 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.900, mIoU: 0.566
2023-07-25 23:14:27,764 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-25 23:14:27,778 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.899, mIoU: 0.568
2023-07-25 23:14:27,794 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.569
2023-07-25 23:14:27,809 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-25 23:14:27,825 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.893, mIoU: 0.543
2023-07-25 23:14:27,841 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.891, mIoU: 0.535
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2023-07-25 23:14:33,517 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.892, mIoU: 0.563
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2023-07-25 23:14:33,568 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-25 23:14:33,622 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-25 23:14:33,661 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:14:33,677 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:14:33,692 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:14:33,705 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:14:33,719 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:14:33,734 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 23:14:33,748 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 23:14:33,763 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 23:14:33,776 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 23:14:33,792 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:14:33,807 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:14:33,823 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:14:33,838 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:14:33,851 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:33,864 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:14:33,879 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:14:33,894 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:33,907 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:33,921 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:33,937 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:14:33,952 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:14:33,966 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:14:33,978 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 23:14:33,992 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:34,008 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:34,023 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:14:34,038 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:14:34,054 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:14:34,067 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:14:34,083 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:14:34,098 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:14:34,111 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 23:14:34,127 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:14:34,139 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 23:14:34,154 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:14:34,167 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 23:14:34,179 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 23:14:34,192 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 23:14:34,206 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 23:14:34,221 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,235 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,250 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 23:14:34,258 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,272 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 23:14:34,287 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,302 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,316 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,330 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,343 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,356 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 23:14:34,370 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 23:14:34,384 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 23:14:34,398 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,411 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 23:14:34,424 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,439 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,454 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,469 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,483 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,498 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,513 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 23:14:34,529 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 23:14:34,542 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 23:14:34,558 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 23:14:34,573 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 23:14:34,587 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 23:14:34,602 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 23:14:34,616 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 23:14:34,631 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-25 23:14:34,742 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.897, mIoU: 0.585
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2023-07-25 23:14:34,768 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,781 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,795 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,810 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,824 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,837 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,849 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,862 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,877 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,892 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 23:14:34,907 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,921 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:34,936 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,949 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 23:14:34,963 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:34,978 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:34,991 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,006 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,021 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,036 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,051 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,066 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,078 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,093 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:14:35,108 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:14:35,122 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:14:35,137 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:14:35,179 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:14:35,193 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,208 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,221 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,237 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,251 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,267 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,281 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:14:35,297 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,312 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:14:35,327 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:14:35,341 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:14:35,356 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,369 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:14:35,383 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:14:35,398 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:14:35,412 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:14:35,425 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:14:35,440 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,454 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,469 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:14:35,484 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:14:35,500 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:14:35,515 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:14:35,530 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:14:35,545 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-25 23:14:35,573 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,588 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,603 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,621 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,636 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,651 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 23:14:35,661 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:14:35,674 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,688 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,701 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 23:14:35,729 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:35,741 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.896, mIoU: 0.578
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2023-07-25 23:14:35,801 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 23:14:36,324 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:36,336 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:36,349 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:36,362 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,375 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 23:14:36,388 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,401 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 23:14:36,414 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,428 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:36,443 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:36,455 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:36,469 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 23:14:36,482 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 23:14:36,494 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 23:14:36,509 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,524 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,539 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,554 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,568 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,583 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,596 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,611 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,626 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,643 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:36,658 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:36,673 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:36,689 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:36,702 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,714 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,728 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,743 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,759 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,772 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,785 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:36,799 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:36,813 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:36,828 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,843 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,858 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,871 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:36,885 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,898 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,912 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,927 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:36,940 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:36,956 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:36,969 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:36,984 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:36,999 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,011 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,024 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,039 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,054 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,069 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,084 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:37,097 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,110 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,124 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,138 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,153 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,171 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:37,185 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:37,201 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,214 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,230 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,246 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,259 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,273 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,287 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:37,302 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,315 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,329 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,343 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,357 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,369 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,383 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,397 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,413 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,426 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,439 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,451 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,466 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,478 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,491 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,505 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,520 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,532 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,547 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:37,562 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,577 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,592 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,605 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,617 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,630 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,643 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,655 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,668 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,683 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,696 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,710 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,724 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:37,740 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,756 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,772 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,785 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,798 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:37,814 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:37,829 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,844 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,859 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,872 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:37,885 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:37,896 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,911 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,926 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,940 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,954 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,965 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,978 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:37,993 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,007 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:38,020 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:38,034 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:38,047 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:38,061 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,074 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,089 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,102 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,117 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,132 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,145 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,160 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,175 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,190 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,205 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,220 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,234 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,249 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,262 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,277 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,292 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,305 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,318 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,331 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,347 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,360 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,377 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,391 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,402 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,417 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,432 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,447 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,459 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,474 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,488 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,501 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,515 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,531 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,546 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:38,559 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,571 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:38,587 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:38,603 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:38,617 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:38,630 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:38,645 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-25 23:14:38,661 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,676 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,691 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:38,704 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:38,718 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:38,731 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,745 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:38,759 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-25 23:14:38,772 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,787 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-25 23:14:38,799 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-25 23:14:38,814 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,828 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,843 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,857 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,871 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,885 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,898 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-25 23:14:38,914 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,928 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:38,943 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,959 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,968 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,983 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:38,995 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,010 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,025 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,040 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,053 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,067 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,082 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,096 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,112 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,128 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,141 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,156 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,171 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,187 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,200 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,215 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:14:39,230 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,245 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,258 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,273 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,287 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,300 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,314 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,329 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,342 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,357 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,370 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,384 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,399 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,414 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:39,429 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,444 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,459 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,472 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,485 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,500 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,513 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,526 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,540 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:39,555 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,569 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,585 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,597 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,610 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,626 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,640 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:39,653 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,667 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,680 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,695 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,708 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,724 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,739 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,753 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,762 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,777 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,792 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,805 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:39,819 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,833 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,848 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,860 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,874 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,889 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,904 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:39,918 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:39,932 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:14:39,948 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:39,963 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:39,976 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:39,991 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:40,006 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:40,019 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 23:14:40,032 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,047 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,062 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,077 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,084 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,097 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,109 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,121 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:14:40,133 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,147 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,161 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,176 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,188 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,201 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,216 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,226 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,242 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,255 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,270 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,285 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,300 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,315 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,327 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,339 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,354 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,369 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,384 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,398 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,411 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,421 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,433 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,445 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,456 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,471 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,484 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,498 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,513 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:40,528 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:40,542 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:14:40,557 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,571 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:14:40,586 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,601 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,615 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,629 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,644 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,659 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:40,672 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,685 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,700 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,713 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,728 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:40,741 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-25 23:14:40,756 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,771 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,788 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,803 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,816 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,831 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 23:14:40,846 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,861 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,875 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,888 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,901 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,915 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:40,930 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:40,944 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 23:14:40,959 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 23:14:40,974 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 23:14:40,989 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-25 23:14:41,004 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,019 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,032 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,047 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,058 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,071 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,086 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-25 23:14:41,099 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:41,114 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 23:14:41,129 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-25 23:14:41,144 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,160 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,175 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,190 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,204 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,216 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,231 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,243 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,258 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,272 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,285 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,299 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,312 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,326 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,340 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,355 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,370 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,385 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,399 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,411 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,427 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,440 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,453 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,469 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,484 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,499 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,512 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:14:41,525 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:14:41,540 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:41,556 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,571 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,584 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,596 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,611 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,626 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,641 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,656 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:14:41,670 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,685 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,699 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,713 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,728 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:14:41,743 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,757 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,771 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:14:41,784 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.899, mIoU: 0.584
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2023-07-25 23:14:41,929 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:14:41,943 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-25 23:14:41,988 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-25 23:14:42,205 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.897, mIoU: 0.581
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2023-07-25 23:14:43,001 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-25 23:14:43,831 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 23:14:44,494 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 23:14:46,991 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 23:14:47,033 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:14:47,048 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 23:14:47,076 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 23:14:47,105 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:14:47,121 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 23:15:03,614 semantic_segmentation INFO: Iters: 73610/150000 || Lr: 0.010896 || Task Loss: 0.3865 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:45 || Estimated Time: 1 day, 13:50:22
2023-07-25 23:15:20,210 semantic_segmentation INFO: Iters: 73620/150000 || Lr: 0.010895 || Task Loss: 0.5932 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:02 || Estimated Time: 1 day, 13:50:03
2023-07-25 23:15:36,806 semantic_segmentation INFO: Iters: 73630/150000 || Lr: 0.010894 || Task Loss: 0.5001 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:19 || Estimated Time: 1 day, 13:49:44
2023-07-25 23:15:53,542 semantic_segmentation INFO: Iters: 73640/150000 || Lr: 0.010893 || Task Loss: 0.6743 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:35 || Estimated Time: 1 day, 13:49:25
2023-07-25 23:16:10,356 semantic_segmentation INFO: Iters: 73650/150000 || Lr: 0.010891 || Task Loss: 0.6221 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:52 || Estimated Time: 1 day, 13:49:06
2023-07-25 23:16:26,982 semantic_segmentation INFO: Iters: 73660/150000 || Lr: 0.010890 || Task Loss: 0.5477 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:09 || Estimated Time: 1 day, 13:48:47
2023-07-25 23:16:43,734 semantic_segmentation INFO: Iters: 73670/150000 || Lr: 0.010889 || Task Loss: 0.5051 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:26 || Estimated Time: 1 day, 13:48:28
2023-07-25 23:17:00,430 semantic_segmentation INFO: Iters: 73680/150000 || Lr: 0.010887 || Task Loss: 0.4557 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:42 || Estimated Time: 1 day, 13:48:09
2023-07-25 23:17:17,576 semantic_segmentation INFO: Iters: 73690/150000 || Lr: 0.010886 || Task Loss: 0.4476 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:59 || Estimated Time: 1 day, 13:47:51
2023-07-25 23:17:34,221 semantic_segmentation INFO: Iters: 73700/150000 || Lr: 0.010885 || Task Loss: 0.5595 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:16 || Estimated Time: 1 day, 13:47:32
2023-07-25 23:17:50,949 semantic_segmentation INFO: Iters: 73710/150000 || Lr: 0.010884 || Task Loss: 0.5020 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:33 || Estimated Time: 1 day, 13:47:13
2023-07-25 23:18:07,653 semantic_segmentation INFO: Iters: 73720/150000 || Lr: 0.010882 || Task Loss: 0.5147 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:49 || Estimated Time: 1 day, 13:46:54
2023-07-25 23:18:24,342 semantic_segmentation INFO: Iters: 73730/150000 || Lr: 0.010881 || Task Loss: 0.5129 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:06 || Estimated Time: 1 day, 13:46:35
2023-07-25 23:18:41,442 semantic_segmentation INFO: Iters: 73740/150000 || Lr: 0.010880 || Task Loss: 0.6162 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:23 || Estimated Time: 1 day, 13:46:16
2023-07-25 23:18:58,119 semantic_segmentation INFO: Iters: 73750/150000 || Lr: 0.010878 || Task Loss: 0.5858 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:40 || Estimated Time: 1 day, 13:45:57
2023-07-25 23:19:14,886 semantic_segmentation INFO: Iters: 73760/150000 || Lr: 0.010877 || Task Loss: 0.2842 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:57 || Estimated Time: 1 day, 13:45:38
2023-07-25 23:19:31,528 semantic_segmentation INFO: Iters: 73770/150000 || Lr: 0.010876 || Task Loss: 0.6245 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:13 || Estimated Time: 1 day, 13:45:19
2023-07-25 23:19:48,816 semantic_segmentation INFO: Iters: 73780/150000 || Lr: 0.010875 || Task Loss: 0.4147 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:31 || Estimated Time: 1 day, 13:45:01
2023-07-25 23:20:05,488 semantic_segmentation INFO: Iters: 73790/150000 || Lr: 0.010873 || Task Loss: 0.4582 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:47 || Estimated Time: 1 day, 13:44:42
2023-07-25 23:20:22,256 semantic_segmentation INFO: Iters: 73800/150000 || Lr: 0.010872 || Task Loss: 0.7089 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:04 || Estimated Time: 1 day, 13:44:23
2023-07-25 23:20:38,944 semantic_segmentation INFO: Iters: 73810/150000 || Lr: 0.010871 || Task Loss: 0.4793 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:21 || Estimated Time: 1 day, 13:44:04
2023-07-25 23:20:55,788 semantic_segmentation INFO: Iters: 73820/150000 || Lr: 0.010870 || Task Loss: 0.3481 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:38 || Estimated Time: 1 day, 13:43:45
2023-07-25 23:21:12,474 semantic_segmentation INFO: Iters: 73830/150000 || Lr: 0.010868 || Task Loss: 0.5030 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:54 || Estimated Time: 1 day, 13:43:26
2023-07-25 23:21:29,268 semantic_segmentation INFO: Iters: 73840/150000 || Lr: 0.010867 || Task Loss: 0.4537 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:11 || Estimated Time: 1 day, 13:43:07
2023-07-25 23:21:45,860 semantic_segmentation INFO: Iters: 73850/150000 || Lr: 0.010866 || Task Loss: 0.6118 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:28 || Estimated Time: 1 day, 13:42:48
2023-07-25 23:22:02,834 semantic_segmentation INFO: Iters: 73860/150000 || Lr: 0.010864 || Task Loss: 0.5215 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:45 || Estimated Time: 1 day, 13:42:29
2023-07-25 23:22:19,584 semantic_segmentation INFO: Iters: 73870/150000 || Lr: 0.010863 || Task Loss: 0.5025 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:01 || Estimated Time: 1 day, 13:42:10
2023-07-25 23:22:36,225 semantic_segmentation INFO: Iters: 73880/150000 || Lr: 0.010862 || Task Loss: 0.6931 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:18 || Estimated Time: 1 day, 13:41:51
2023-07-25 23:22:52,896 semantic_segmentation INFO: Iters: 73890/150000 || Lr: 0.010861 || Task Loss: 0.3291 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:35 || Estimated Time: 1 day, 13:41:32
2023-07-25 23:23:09,632 semantic_segmentation INFO: Iters: 73900/150000 || Lr: 0.010859 || Task Loss: 0.4670 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:51 || Estimated Time: 1 day, 13:41:13
2023-07-25 23:23:26,226 semantic_segmentation INFO: Iters: 73910/150000 || Lr: 0.010858 || Task Loss: 0.5861 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:08 || Estimated Time: 1 day, 13:40:54
2023-07-25 23:23:42,978 semantic_segmentation INFO: Iters: 73920/150000 || Lr: 0.010857 || Task Loss: 0.4966 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2485|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:25 || Estimated Time: 1 day, 13:40:35
2023-07-25 23:23:59,601 semantic_segmentation INFO: Iters: 73930/150000 || Lr: 0.010855 || Task Loss: 0.5727 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:41 || Estimated Time: 1 day, 13:40:16
2023-07-25 23:24:16,192 semantic_segmentation INFO: Iters: 73940/150000 || Lr: 0.010854 || Task Loss: 0.6121 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:58 || Estimated Time: 1 day, 13:39:57
2023-07-25 23:24:32,909 semantic_segmentation INFO: Iters: 73950/150000 || Lr: 0.010853 || Task Loss: 0.6373 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:15 || Estimated Time: 1 day, 13:39:38
2023-07-25 23:24:49,558 semantic_segmentation INFO: Iters: 73960/150000 || Lr: 0.010852 || Task Loss: 0.5947 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:31 || Estimated Time: 1 day, 13:39:19
2023-07-25 23:25:06,161 semantic_segmentation INFO: Iters: 73970/150000 || Lr: 0.010850 || Task Loss: 0.5950 || KD Loss: 0.1823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:48 || Estimated Time: 1 day, 13:39:00
2023-07-25 23:25:23,406 semantic_segmentation INFO: Iters: 73980/150000 || Lr: 0.010849 || Task Loss: 0.7523 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:05 || Estimated Time: 1 day, 13:38:41
2023-07-25 23:25:39,940 semantic_segmentation INFO: Iters: 73990/150000 || Lr: 0.010848 || Task Loss: 0.3044 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:22 || Estimated Time: 1 day, 13:38:22
2023-07-25 23:25:56,538 semantic_segmentation INFO: Iters: 74000/150000 || Lr: 0.010846 || Task Loss: 0.4809 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:38 || Estimated Time: 1 day, 13:38:03
2023-07-25 23:26:13,164 semantic_segmentation INFO: Iters: 74010/150000 || Lr: 0.010845 || Task Loss: 0.4611 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:55 || Estimated Time: 1 day, 13:37:44
2023-07-25 23:26:29,846 semantic_segmentation INFO: Iters: 74020/150000 || Lr: 0.010844 || Task Loss: 0.4447 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:12 || Estimated Time: 1 day, 13:37:25
2023-07-25 23:26:46,505 semantic_segmentation INFO: Iters: 74030/150000 || Lr: 0.010843 || Task Loss: 0.4939 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:28 || Estimated Time: 1 day, 13:37:06
2023-07-25 23:27:03,267 semantic_segmentation INFO: Iters: 74040/150000 || Lr: 0.010841 || Task Loss: 0.5998 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:45 || Estimated Time: 1 day, 13:36:47
2023-07-25 23:27:19,936 semantic_segmentation INFO: Iters: 74050/150000 || Lr: 0.010840 || Task Loss: 0.6707 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:02 || Estimated Time: 1 day, 13:36:28
2023-07-25 23:27:36,686 semantic_segmentation INFO: Iters: 74060/150000 || Lr: 0.010839 || Task Loss: 0.6839 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:18 || Estimated Time: 1 day, 13:36:09
2023-07-25 23:27:53,474 semantic_segmentation INFO: Iters: 74070/150000 || Lr: 0.010837 || Task Loss: 0.5471 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:35 || Estimated Time: 1 day, 13:35:50
2023-07-25 23:28:10,042 semantic_segmentation INFO: Iters: 74080/150000 || Lr: 0.010836 || Task Loss: 0.7514 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:52 || Estimated Time: 1 day, 13:35:31
2023-07-25 23:28:26,783 semantic_segmentation INFO: Iters: 74090/150000 || Lr: 0.010835 || Task Loss: 0.4517 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:09 || Estimated Time: 1 day, 13:35:12
2023-07-25 23:28:43,469 semantic_segmentation INFO: Iters: 74100/150000 || Lr: 0.010834 || Task Loss: 0.5526 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:25 || Estimated Time: 1 day, 13:34:53
2023-07-25 23:29:00,189 semantic_segmentation INFO: Iters: 74110/150000 || Lr: 0.010832 || Task Loss: 0.3837 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:42 || Estimated Time: 1 day, 13:34:34
2023-07-25 23:29:16,888 semantic_segmentation INFO: Iters: 74120/150000 || Lr: 0.010831 || Task Loss: 0.7080 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:59 || Estimated Time: 1 day, 13:34:15
2023-07-25 23:29:33,612 semantic_segmentation INFO: Iters: 74130/150000 || Lr: 0.010830 || Task Loss: 0.5372 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:42:15 || Estimated Time: 1 day, 13:33:56
2023-07-25 23:29:50,420 semantic_segmentation INFO: Iters: 74140/150000 || Lr: 0.010828 || Task Loss: 0.5276 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:42:32 || Estimated Time: 1 day, 13:33:38
2023-07-25 23:30:07,009 semantic_segmentation INFO: Iters: 74150/150000 || Lr: 0.010827 || Task Loss: 0.4756 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:42:49 || Estimated Time: 1 day, 13:33:18
2023-07-25 23:30:23,727 semantic_segmentation INFO: Iters: 74160/150000 || Lr: 0.010826 || Task Loss: 0.7792 || KD Loss: 0.1912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:06 || Estimated Time: 1 day, 13:32:59
2023-07-25 23:30:40,392 semantic_segmentation INFO: Iters: 74170/150000 || Lr: 0.010825 || Task Loss: 0.6390 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:22 || Estimated Time: 1 day, 13:32:40
2023-07-25 23:30:56,998 semantic_segmentation INFO: Iters: 74180/150000 || Lr: 0.010823 || Task Loss: 0.3645 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:39 || Estimated Time: 1 day, 13:32:21
2023-07-25 23:31:13,648 semantic_segmentation INFO: Iters: 74190/150000 || Lr: 0.010822 || Task Loss: 0.5385 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:55 || Estimated Time: 1 day, 13:32:02
2023-07-25 23:31:30,353 semantic_segmentation INFO: Iters: 74200/150000 || Lr: 0.010821 || Task Loss: 0.5860 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:12 || Estimated Time: 1 day, 13:31:43
2023-07-25 23:31:46,959 semantic_segmentation INFO: Iters: 74210/150000 || Lr: 0.010819 || Task Loss: 0.4553 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:29 || Estimated Time: 1 day, 13:31:24
2023-07-25 23:32:03,604 semantic_segmentation INFO: Iters: 74220/150000 || Lr: 0.010818 || Task Loss: 0.7377 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:45 || Estimated Time: 1 day, 13:31:05
2023-07-25 23:32:20,275 semantic_segmentation INFO: Iters: 74230/150000 || Lr: 0.010817 || Task Loss: 0.5922 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:02 || Estimated Time: 1 day, 13:30:46
2023-07-25 23:32:36,905 semantic_segmentation INFO: Iters: 74240/150000 || Lr: 0.010816 || Task Loss: 0.3518 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:19 || Estimated Time: 1 day, 13:30:27
2023-07-25 23:32:53,507 semantic_segmentation INFO: Iters: 74250/150000 || Lr: 0.010814 || Task Loss: 0.4075 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:35 || Estimated Time: 1 day, 13:30:08
2023-07-25 23:33:10,185 semantic_segmentation INFO: Iters: 74260/150000 || Lr: 0.010813 || Task Loss: 0.5181 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:52 || Estimated Time: 1 day, 13:29:49
2023-07-25 23:33:26,815 semantic_segmentation INFO: Iters: 74270/150000 || Lr: 0.010812 || Task Loss: 0.4763 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:09 || Estimated Time: 1 day, 13:29:30
2023-07-25 23:33:43,480 semantic_segmentation INFO: Iters: 74280/150000 || Lr: 0.010810 || Task Loss: 0.5329 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:25 || Estimated Time: 1 day, 13:29:11
2023-07-25 23:34:00,063 semantic_segmentation INFO: Iters: 74290/150000 || Lr: 0.010809 || Task Loss: 0.4760 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:42 || Estimated Time: 1 day, 13:28:52
2023-07-25 23:34:16,726 semantic_segmentation INFO: Iters: 74300/150000 || Lr: 0.010808 || Task Loss: 0.5398 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:59 || Estimated Time: 1 day, 13:28:33
2023-07-25 23:34:33,450 semantic_segmentation INFO: Iters: 74310/150000 || Lr: 0.010807 || Task Loss: 0.4957 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:15 || Estimated Time: 1 day, 13:28:14
2023-07-25 23:34:50,046 semantic_segmentation INFO: Iters: 74320/150000 || Lr: 0.010805 || Task Loss: 0.5102 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:32 || Estimated Time: 1 day, 13:27:55
2023-07-25 23:35:06,848 semantic_segmentation INFO: Iters: 74330/150000 || Lr: 0.010804 || Task Loss: 0.7739 || KD Loss: 0.2546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:49 || Estimated Time: 1 day, 13:27:36
2023-07-25 23:35:23,505 semantic_segmentation INFO: Iters: 74340/150000 || Lr: 0.010803 || Task Loss: 0.5418 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:05 || Estimated Time: 1 day, 13:27:17
2023-07-25 23:35:40,254 semantic_segmentation INFO: Iters: 74350/150000 || Lr: 0.010801 || Task Loss: 0.5538 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:22 || Estimated Time: 1 day, 13:26:58
2023-07-25 23:35:56,913 semantic_segmentation INFO: Iters: 74360/150000 || Lr: 0.010800 || Task Loss: 0.5355 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:39 || Estimated Time: 1 day, 13:26:39
2023-07-25 23:36:13,549 semantic_segmentation INFO: Iters: 74370/150000 || Lr: 0.010799 || Task Loss: 0.5002 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:55 || Estimated Time: 1 day, 13:26:20
2023-07-25 23:36:30,184 semantic_segmentation INFO: Iters: 74380/150000 || Lr: 0.010798 || Task Loss: 0.3765 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:49:12 || Estimated Time: 1 day, 13:26:01
2023-07-25 23:36:46,985 semantic_segmentation INFO: Iters: 74390/150000 || Lr: 0.010796 || Task Loss: 0.7666 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:49:29 || Estimated Time: 1 day, 13:25:42
2023-07-25 23:37:03,697 semantic_segmentation INFO: Iters: 74400/150000 || Lr: 0.010795 || Task Loss: 0.4471 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:49:45 || Estimated Time: 1 day, 13:25:23
2023-07-25 23:37:03,822 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:37:04,230 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.090
2023-07-25 23:37:04,284 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.125
2023-07-25 23:37:04,297 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.942, mIoU: 0.129
2023-07-25 23:37:04,311 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.946, mIoU: 0.130
2023-07-25 23:37:04,325 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.199
2023-07-25 23:37:04,337 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.943, mIoU: 0.246
2023-07-25 23:37:04,352 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.286
2023-07-25 23:37:04,366 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.292
2023-07-25 23:37:04,378 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.333
2023-07-25 23:37:04,392 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.374
2023-07-25 23:37:04,407 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.376
2023-07-25 23:37:04,421 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.421
2023-07-25 23:37:04,434 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.900, mIoU: 0.362
2023-07-25 23:37:04,448 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.900, mIoU: 0.357
2023-07-25 23:37:04,462 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.898, mIoU: 0.344
2023-07-25 23:37:04,474 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.901, mIoU: 0.340
2023-07-25 23:37:04,485 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.338
2023-07-25 23:37:04,497 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.888, mIoU: 0.332
2023-07-25 23:37:04,512 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.342
2023-07-25 23:37:04,528 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.894, mIoU: 0.376
2023-07-25 23:37:04,542 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.890, mIoU: 0.374
2023-07-25 23:37:04,557 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.388
2023-07-25 23:37:04,571 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.891, mIoU: 0.413
2023-07-25 23:37:04,587 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.895, mIoU: 0.412
2023-07-25 23:37:04,603 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.897, mIoU: 0.412
2023-07-25 23:37:04,616 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.893, mIoU: 0.411
2023-07-25 23:37:04,631 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.894, mIoU: 0.410
2023-07-25 23:37:04,642 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.403
2023-07-25 23:37:04,658 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.890, mIoU: 0.392
2023-07-25 23:37:04,673 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.894, mIoU: 0.392
2023-07-25 23:37:04,687 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.397
2023-07-25 23:37:04,703 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.899, mIoU: 0.397
2023-07-25 23:37:04,719 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.902, mIoU: 0.405
2023-07-25 23:37:04,735 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.399
2023-07-25 23:37:04,750 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.893, mIoU: 0.415
2023-07-25 23:37:04,765 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.894, mIoU: 0.416
2023-07-25 23:37:04,779 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.896, mIoU: 0.415
2023-07-25 23:37:04,792 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.899, mIoU: 0.458
2023-07-25 23:37:04,809 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.451
2023-07-25 23:37:04,822 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 23:37:04,836 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.468
2023-07-25 23:37:04,851 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.899, mIoU: 0.468
2023-07-25 23:37:04,865 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.469
2023-07-25 23:37:04,878 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.899, mIoU: 0.469
2023-07-25 23:37:04,892 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.470
2023-07-25 23:37:04,907 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.473
2023-07-25 23:37:04,920 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.479
2023-07-25 23:37:04,932 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.900, mIoU: 0.480
2023-07-25 23:37:04,946 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.899, mIoU: 0.473
2023-07-25 23:37:04,961 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.898, mIoU: 0.472
2023-07-25 23:37:04,977 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-25 23:37:04,991 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-25 23:37:05,004 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.470
2023-07-25 23:37:05,019 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.902, mIoU: 0.468
2023-07-25 23:37:05,033 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.902, mIoU: 0.470
2023-07-25 23:37:05,046 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.901, mIoU: 0.469
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2023-07-25 23:37:05,133 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.898, mIoU: 0.486
2023-07-25 23:37:05,146 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.899, mIoU: 0.486
2023-07-25 23:37:05,164 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.490
2023-07-25 23:37:05,177 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.493
2023-07-25 23:37:05,192 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.492
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2023-07-25 23:37:05,220 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.537
2023-07-25 23:37:05,234 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.538
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2023-07-25 23:37:05,406 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.558
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2023-07-25 23:37:05,526 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-25 23:37:05,539 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.900, mIoU: 0.576
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2023-07-25 23:37:05,585 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:05,600 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.582
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2023-07-25 23:37:05,981 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.902, mIoU: 0.575
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2023-07-25 23:37:06,007 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.902, mIoU: 0.569
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2023-07-25 23:37:06,036 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.903, mIoU: 0.568
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2023-07-25 23:37:06,056 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-25 23:37:06,072 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.903, mIoU: 0.572
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2023-07-25 23:37:06,094 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.903, mIoU: 0.576
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2023-07-25 23:37:06,125 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.904, mIoU: 0.577
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2023-07-25 23:37:06,407 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.903, mIoU: 0.589
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2023-07-25 23:37:10,197 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.892, mIoU: 0.554
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2023-07-25 23:37:10,256 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-25 23:37:10,327 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-25 23:37:10,342 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.891, mIoU: 0.557
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2023-07-25 23:37:10,371 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.891, mIoU: 0.557
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2023-07-25 23:37:10,443 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.891, mIoU: 0.555
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2023-07-25 23:37:10,487 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 23:37:10,502 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 23:37:10,517 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-25 23:37:10,532 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 23:37:10,546 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 23:37:10,560 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 23:37:10,575 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-25 23:37:10,588 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.891, mIoU: 0.559
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2023-07-25 23:37:10,616 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:37:10,631 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.889, mIoU: 0.553
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2023-07-25 23:37:10,661 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,674 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,688 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,701 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,712 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,726 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 23:37:10,740 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 23:37:10,754 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 23:37:10,769 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 23:37:10,784 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-25 23:37:10,800 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 23:37:10,815 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 23:37:10,824 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-25 23:37:10,834 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-25 23:37:10,847 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 23:37:10,860 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 23:37:10,876 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 23:37:10,889 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 23:37:10,904 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 23:37:10,920 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 23:37:10,935 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,950 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,965 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,978 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 23:37:10,993 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 23:37:11,008 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 23:37:11,021 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 23:37:11,036 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 23:37:11,047 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 23:37:11,061 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 23:37:11,075 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-25 23:37:11,089 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 23:37:11,104 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-25 23:37:11,118 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:37:11,128 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:37:11,140 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-25 23:37:11,155 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.890, mIoU: 0.560
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2023-07-25 23:37:11,181 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 23:37:11,194 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:37:11,207 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 23:37:11,222 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 23:37:11,238 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 23:37:11,252 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:37:11,261 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.891, mIoU: 0.563
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2023-07-25 23:37:11,319 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:37:11,334 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.892, mIoU: 0.564
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2023-07-25 23:37:11,363 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 23:37:11,376 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.893, mIoU: 0.565
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2023-07-25 23:37:11,408 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,424 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,439 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,453 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 23:37:11,466 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,481 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:11,496 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 23:37:11,510 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 23:37:11,524 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 23:37:11,540 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:11,555 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:11,569 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 23:37:11,582 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 23:37:11,596 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:37:11,611 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:37:11,625 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:37:11,639 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 23:37:11,654 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 23:37:11,667 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,681 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-25 23:37:11,695 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 23:37:11,708 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:11,723 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:11,734 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:11,748 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:11,761 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:11,772 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:11,784 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:11,798 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 23:37:11,813 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,827 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:11,842 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:11,850 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:11,864 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:11,879 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,894 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,909 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,923 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,936 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,949 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,964 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:11,978 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:11,993 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,005 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-25 23:37:12,018 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,033 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,047 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,063 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,076 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:12,091 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:12,107 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:12,123 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:12,136 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 23:37:12,152 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 23:37:12,167 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 23:37:12,180 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 23:37:12,195 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 23:37:12,210 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-25 23:37:12,225 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.893, mIoU: 0.573
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2023-07-25 23:37:12,267 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 23:37:12,282 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 23:37:12,298 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 23:37:12,308 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:12,322 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-25 23:37:12,363 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.891, mIoU: 0.567
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2023-07-25 23:37:12,390 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:12,405 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:12,419 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:12,432 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:12,444 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.891, mIoU: 0.566
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2023-07-25 23:37:13,013 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,028 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,041 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,056 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,071 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,086 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,100 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,115 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,129 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 23:37:13,143 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 23:37:13,157 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 23:37:13,171 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 23:37:13,186 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 23:37:13,203 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 23:37:13,218 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 23:37:13,233 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 23:37:13,243 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,256 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,271 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,284 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,298 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,311 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,324 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,339 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:37:13,355 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:13,370 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:13,386 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,399 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,413 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,426 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,441 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,455 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,471 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,486 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 23:37:13,501 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 23:37:13,516 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,529 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,543 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,558 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,571 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 23:37:13,584 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:13,597 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,613 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,627 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,640 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,654 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,670 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,685 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,698 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,711 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,719 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:37:13,734 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,750 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:37:13,765 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 23:37:13,780 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:37:13,795 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:37:13,810 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:37:13,826 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,841 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,853 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,868 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,882 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:13,897 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,911 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,923 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,936 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:13,948 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:13,962 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:13,975 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:13,987 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:14,000 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:37:14,013 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 23:37:14,028 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.575
2023-07-25 23:37:14,040 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:14,053 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,066 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,077 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,092 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:14,107 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:14,122 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:14,137 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,152 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,167 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,180 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,195 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,210 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,227 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,243 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,258 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,274 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:14,286 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,299 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,311 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:14,326 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,341 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,354 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,366 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,380 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:14,394 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:14,408 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:14,422 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:14,437 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:14,449 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,463 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:14,476 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,489 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,503 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,517 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,532 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,545 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,560 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,575 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,587 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,600 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,615 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,629 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,644 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,658 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:14,670 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:14,683 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,697 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,710 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,725 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,743 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,756 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,772 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,785 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,800 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,815 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,828 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,841 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,856 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,871 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,884 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,898 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,913 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,926 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:14,939 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:14,953 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:14,968 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:14,984 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:14,996 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,010 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,022 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,037 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,049 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,061 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,075 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,090 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,102 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,118 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,133 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,148 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,164 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,176 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,188 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,202 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,215 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,228 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,241 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,256 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,269 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,282 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,296 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,312 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,327 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,343 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,357 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,370 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,386 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,401 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,416 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,431 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,444 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,457 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,470 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,485 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,501 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,515 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,529 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:15,540 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:15,553 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:15,567 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:15,582 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:15,595 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:15,609 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:15,622 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,637 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,649 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,664 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,676 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,690 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,705 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:15,718 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:15,733 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,748 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,763 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,778 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,793 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,807 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:37:15,822 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,836 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,851 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:37:15,866 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,879 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,892 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,905 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,921 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:15,935 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:15,951 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:15,966 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:15,977 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:15,992 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,008 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,022 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,035 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,050 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,065 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,077 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,091 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,106 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,120 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:16,133 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,145 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:16,162 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:16,177 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,192 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,205 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,220 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,235 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:16,250 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:16,265 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:16,279 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,294 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,307 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,322 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,335 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:16,348 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,363 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,375 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,389 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,404 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,418 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,432 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,446 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:16,459 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,473 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,488 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,502 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,516 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,530 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,540 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,553 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,566 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,580 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,594 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,609 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,622 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,636 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,651 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,664 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,679 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,694 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,707 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,722 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,736 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,751 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,763 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,778 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:16,792 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,807 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:16,820 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,835 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,849 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,862 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,875 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,889 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,902 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,916 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:16,928 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:16,943 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:16,958 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:16,973 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:16,988 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,004 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,019 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,032 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,045 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,061 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,074 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,087 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,102 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,117 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,133 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,149 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,161 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,173 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,189 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,203 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,215 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,230 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,242 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,257 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,270 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,286 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,300 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,314 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:17,323 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,338 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,353 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,366 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,380 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,395 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,410 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,423 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,438 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-25 23:37:17,453 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:17,468 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:17,483 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,498 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-25 23:37:17,514 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,530 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,543 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,558 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,572 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,586 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-25 23:37:17,599 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:17,614 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:17,629 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:17,644 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:17,651 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:17,664 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:17,677 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:17,689 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:17,700 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,714 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,729 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,743 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:17,755 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,767 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,782 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,793 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,808 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,821 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,836 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,850 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,865 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,879 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,891 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,903 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,918 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:17,932 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,947 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,961 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,974 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,984 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:17,995 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,007 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:37:18,019 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,033 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,046 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,060 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,075 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:18,090 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:18,103 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:18,118 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,133 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,147 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,162 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,176 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,191 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,206 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,221 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,234 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,247 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,262 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,275 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,290 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,303 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,318 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,333 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,350 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:18,366 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:18,379 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,394 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:18,409 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,424 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,438 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,451 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,464 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,479 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,494 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 23:37:18,509 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 23:37:18,523 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,539 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,554 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,569 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,583 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:18,596 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-25 23:37:18,610 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,620 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,633 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:18,647 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-25 23:37:18,659 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,673 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:18,687 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,702 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,716 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,731 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,745 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,759 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,771 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,786 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,799 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,814 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,830 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,843 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,858 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,871 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,886 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,901 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:18,916 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,931 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,946 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,959 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,972 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:18,987 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,000 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,013 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,028 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,042 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,057 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,070 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,083 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,098 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,114 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,129 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,142 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,154 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,169 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,184 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,198 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,212 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:19,227 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-25 23:37:19,242 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,257 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,271 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,287 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-25 23:37:19,301 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,315 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,330 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,343 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,358 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,373 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-25 23:37:19,388 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:19,400 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:37:19,415 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,429 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,445 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,458 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,473 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,487 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,502 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,517 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,531 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,546 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,558 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,573 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,589 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,601 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-25 23:37:19,629 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:37:19,638 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:19,696 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,711 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:19,724 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,737 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,752 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,767 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:19,782 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,799 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,813 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-25 23:37:19,844 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,857 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,871 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,886 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-25 23:37:19,901 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,913 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,925 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,940 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,954 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,969 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,983 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:19,996 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:20,010 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:37:20,024 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:20,037 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:20,052 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:20,068 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:37:20,083 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:20,156 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:20,183 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:20,266 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:20,305 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-25 23:37:20,334 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-25 23:37:20,474 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.896, mIoU: 0.573
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2023-07-25 23:37:20,611 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-25 23:37:20,670 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.896, mIoU: 0.577
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2023-07-25 23:37:21,166 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.577
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2023-07-25 23:37:21,238 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,250 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,265 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,280 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,291 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,306 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,321 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:37:21,336 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,349 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:37:21,362 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 23:37:21,377 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:37:21,391 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:37:21,406 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:37:21,419 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,435 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,447 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,460 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,474 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:37:21,489 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,503 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,518 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,533 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,546 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,561 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,574 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,589 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,603 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:37:21,616 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:21,628 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:21,644 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:21,658 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:21,673 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:21,687 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:21,700 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:21,715 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:21,730 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,743 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,756 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,771 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,787 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,801 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,816 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,831 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,846 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,859 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,873 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,887 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,900 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,915 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,929 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,944 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,958 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:21,972 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:37:21,987 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:22,001 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:22,015 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:22,029 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:22,043 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,058 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,072 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,087 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,102 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,114 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,127 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,142 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,157 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,170 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,184 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,199 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,214 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,228 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:37:22,243 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,257 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,272 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,284 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,297 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,310 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,323 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,336 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,350 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 23:37:22,365 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,378 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,391 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,406 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,417 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,430 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,445 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,460 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,475 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,489 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,502 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,517 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:22,531 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,544 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,559 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,574 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,589 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,603 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,617 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,633 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,647 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,662 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,674 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,689 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,703 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:22,718 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,732 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,744 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,759 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,773 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,788 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,802 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,817 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,831 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,846 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,856 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,870 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,883 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,896 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:37:22,912 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,927 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,942 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.894, mIoU: 0.574
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2023-07-25 23:37:22,968 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,982 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:22,997 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,011 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,026 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,042 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,055 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,070 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,086 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,099 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,113 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,127 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,139 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,153 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,164 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:37:23,179 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-25 23:37:23,207 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,221 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,233 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,246 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,259 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:37:23,273 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,286 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,298 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,311 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,325 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,340 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,354 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,366 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:23,381 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:23,397 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:23,412 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:37:23,426 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:37:23,441 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.894, mIoU: 0.574
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2023-07-25 23:37:23,561 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 23:37:23,707 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 23:37:23,775 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:23,790 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:23,804 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:37:23,818 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 23:37:23,833 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:23,847 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 23:37:23,876 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:37:23,888 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:23,903 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:23,916 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-25 23:37:23,976 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:23,989 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,004 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,018 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,033 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,048 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,063 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,078 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,093 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,106 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,120 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,133 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,147 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,161 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,175 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,190 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,204 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,217 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,226 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,240 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:24,253 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:24,267 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:37:24,281 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,295 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,310 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,321 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,330 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,347 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,362 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,376 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,389 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,404 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-25 23:37:24,418 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,431 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,446 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,461 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,475 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,489 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,502 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,516 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,531 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,545 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,557 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,571 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,586 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 23:37:24,600 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:24,615 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:24,627 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:24,641 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:24,655 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:37:24,671 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:37:41,169 semantic_segmentation INFO: Iters: 74410/150000 || Lr: 0.010794 || Task Loss: 0.5283 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:23 || Estimated Time: 1 day, 13:25:26
2023-07-25 23:37:57,825 semantic_segmentation INFO: Iters: 74420/150000 || Lr: 0.010792 || Task Loss: 0.5009 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:40 || Estimated Time: 1 day, 13:25:07
2023-07-25 23:38:14,427 semantic_segmentation INFO: Iters: 74430/150000 || Lr: 0.010791 || Task Loss: 0.4324 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:56 || Estimated Time: 1 day, 13:24:47
2023-07-25 23:38:31,145 semantic_segmentation INFO: Iters: 74440/150000 || Lr: 0.010790 || Task Loss: 0.4614 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:13 || Estimated Time: 1 day, 13:24:29
2023-07-25 23:38:47,880 semantic_segmentation INFO: Iters: 74450/150000 || Lr: 0.010789 || Task Loss: 0.6930 || KD Loss: 0.1613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:30 || Estimated Time: 1 day, 13:24:10
2023-07-25 23:39:04,592 semantic_segmentation INFO: Iters: 74460/150000 || Lr: 0.010787 || Task Loss: 0.5740 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:46 || Estimated Time: 1 day, 13:23:51
2023-07-25 23:39:21,189 semantic_segmentation INFO: Iters: 74470/150000 || Lr: 0.010786 || Task Loss: 0.5044 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:03 || Estimated Time: 1 day, 13:23:32
2023-07-25 23:39:37,846 semantic_segmentation INFO: Iters: 74480/150000 || Lr: 0.010785 || Task Loss: 0.4563 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:20 || Estimated Time: 1 day, 13:23:13
2023-07-25 23:39:54,585 semantic_segmentation INFO: Iters: 74490/150000 || Lr: 0.010783 || Task Loss: 0.3927 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:36 || Estimated Time: 1 day, 13:22:54
2023-07-25 23:40:11,177 semantic_segmentation INFO: Iters: 74500/150000 || Lr: 0.010782 || Task Loss: 0.4718 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:53 || Estimated Time: 1 day, 13:22:35
2023-07-25 23:40:27,904 semantic_segmentation INFO: Iters: 74510/150000 || Lr: 0.010781 || Task Loss: 0.4197 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:10 || Estimated Time: 1 day, 13:22:16
2023-07-25 23:40:44,956 semantic_segmentation INFO: Iters: 74520/150000 || Lr: 0.010780 || Task Loss: 0.6994 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:27 || Estimated Time: 1 day, 13:21:57
2023-07-25 23:41:01,530 semantic_segmentation INFO: Iters: 74530/150000 || Lr: 0.010778 || Task Loss: 0.6752 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:43 || Estimated Time: 1 day, 13:21:38
2023-07-25 23:41:18,139 semantic_segmentation INFO: Iters: 74540/150000 || Lr: 0.010777 || Task Loss: 0.7537 || KD Loss: 0.2240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:00 || Estimated Time: 1 day, 13:21:19
2023-07-25 23:41:34,938 semantic_segmentation INFO: Iters: 74550/150000 || Lr: 0.010776 || Task Loss: 0.4323 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:17 || Estimated Time: 1 day, 13:21:00
2023-07-25 23:41:51,535 semantic_segmentation INFO: Iters: 74560/150000 || Lr: 0.010774 || Task Loss: 0.5613 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:33 || Estimated Time: 1 day, 13:20:41
2023-07-25 23:42:08,208 semantic_segmentation INFO: Iters: 74570/150000 || Lr: 0.010773 || Task Loss: 0.6149 || KD Loss: 0.2057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:50 || Estimated Time: 1 day, 13:20:22
2023-07-25 23:42:24,852 semantic_segmentation INFO: Iters: 74580/150000 || Lr: 0.010772 || Task Loss: 0.4535 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:07 || Estimated Time: 1 day, 13:20:03
2023-07-25 23:42:41,453 semantic_segmentation INFO: Iters: 74590/150000 || Lr: 0.010771 || Task Loss: 0.4405 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:23 || Estimated Time: 1 day, 13:19:44
2023-07-25 23:42:58,140 semantic_segmentation INFO: Iters: 74600/150000 || Lr: 0.010769 || Task Loss: 0.5938 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:40 || Estimated Time: 1 day, 13:19:25
2023-07-25 23:43:14,670 semantic_segmentation INFO: Iters: 74610/150000 || Lr: 0.010768 || Task Loss: 0.5211 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:56 || Estimated Time: 1 day, 13:19:06
2023-07-25 23:43:31,504 semantic_segmentation INFO: Iters: 74620/150000 || Lr: 0.010767 || Task Loss: 0.4742 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:13 || Estimated Time: 1 day, 13:18:47
2023-07-25 23:43:48,249 semantic_segmentation INFO: Iters: 74630/150000 || Lr: 0.010765 || Task Loss: 0.5111 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:30 || Estimated Time: 1 day, 13:18:28
2023-07-25 23:44:04,917 semantic_segmentation INFO: Iters: 74640/150000 || Lr: 0.010764 || Task Loss: 0.5934 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:47 || Estimated Time: 1 day, 13:18:09
2023-07-25 23:44:21,619 semantic_segmentation INFO: Iters: 74650/150000 || Lr: 0.010763 || Task Loss: 0.3970 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:03 || Estimated Time: 1 day, 13:17:50
2023-07-25 23:44:38,238 semantic_segmentation INFO: Iters: 74660/150000 || Lr: 0.010762 || Task Loss: 0.4372 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:20 || Estimated Time: 1 day, 13:17:31
2023-07-25 23:44:55,016 semantic_segmentation INFO: Iters: 74670/150000 || Lr: 0.010760 || Task Loss: 0.5016 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:37 || Estimated Time: 1 day, 13:17:12
2023-07-25 23:45:11,658 semantic_segmentation INFO: Iters: 74680/150000 || Lr: 0.010759 || Task Loss: 0.4326 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:53 || Estimated Time: 1 day, 13:16:53
2023-07-25 23:45:28,368 semantic_segmentation INFO: Iters: 74690/150000 || Lr: 0.010758 || Task Loss: 0.4128 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:10 || Estimated Time: 1 day, 13:16:34
2023-07-25 23:45:44,990 semantic_segmentation INFO: Iters: 74700/150000 || Lr: 0.010756 || Task Loss: 0.5382 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:27 || Estimated Time: 1 day, 13:16:15
2023-07-25 23:46:01,633 semantic_segmentation INFO: Iters: 74710/150000 || Lr: 0.010755 || Task Loss: 0.6120 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:43 || Estimated Time: 1 day, 13:15:56
2023-07-25 23:46:18,383 semantic_segmentation INFO: Iters: 74720/150000 || Lr: 0.010754 || Task Loss: 0.3854 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:00 || Estimated Time: 1 day, 13:15:37
2023-07-25 23:46:34,961 semantic_segmentation INFO: Iters: 74730/150000 || Lr: 0.010753 || Task Loss: 0.5851 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:17 || Estimated Time: 1 day, 13:15:18
2023-07-25 23:46:51,721 semantic_segmentation INFO: Iters: 74740/150000 || Lr: 0.010751 || Task Loss: 0.4528 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2410|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:34 || Estimated Time: 1 day, 13:15:00
2023-07-25 23:47:08,331 semantic_segmentation INFO: Iters: 74750/150000 || Lr: 0.010750 || Task Loss: 0.5458 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:50 || Estimated Time: 1 day, 13:14:41
2023-07-25 23:47:24,934 semantic_segmentation INFO: Iters: 74760/150000 || Lr: 0.010749 || Task Loss: 0.4908 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:07 || Estimated Time: 1 day, 13:14:21
2023-07-25 23:47:41,623 semantic_segmentation INFO: Iters: 74770/150000 || Lr: 0.010747 || Task Loss: 0.5587 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:23 || Estimated Time: 1 day, 13:14:02
2023-07-25 23:47:58,297 semantic_segmentation INFO: Iters: 74780/150000 || Lr: 0.010746 || Task Loss: 0.5241 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:40 || Estimated Time: 1 day, 13:13:44
2023-07-25 23:48:14,852 semantic_segmentation INFO: Iters: 74790/150000 || Lr: 0.010745 || Task Loss: 0.5368 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:57 || Estimated Time: 1 day, 13:13:24
2023-07-25 23:48:31,478 semantic_segmentation INFO: Iters: 74800/150000 || Lr: 0.010744 || Task Loss: 0.8081 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2401|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:13 || Estimated Time: 1 day, 13:13:05
2023-07-25 23:48:48,089 semantic_segmentation INFO: Iters: 74810/150000 || Lr: 0.010742 || Task Loss: 0.5142 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:30 || Estimated Time: 1 day, 13:12:46
2023-07-25 23:49:04,669 semantic_segmentation INFO: Iters: 74820/150000 || Lr: 0.010741 || Task Loss: 0.6499 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:46 || Estimated Time: 1 day, 13:12:27
2023-07-25 23:49:21,323 semantic_segmentation INFO: Iters: 74830/150000 || Lr: 0.010740 || Task Loss: 0.4351 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:03 || Estimated Time: 1 day, 13:12:08
2023-07-25 23:49:37,964 semantic_segmentation INFO: Iters: 74840/150000 || Lr: 0.010738 || Task Loss: 0.5456 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:20 || Estimated Time: 1 day, 13:11:49
2023-07-25 23:49:54,573 semantic_segmentation INFO: Iters: 74850/150000 || Lr: 0.010737 || Task Loss: 0.3853 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:36 || Estimated Time: 1 day, 13:11:30
2023-07-25 23:50:11,218 semantic_segmentation INFO: Iters: 74860/150000 || Lr: 0.010736 || Task Loss: 0.7020 || KD Loss: 0.2637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:53 || Estimated Time: 1 day, 13:11:11
2023-07-25 23:50:27,805 semantic_segmentation INFO: Iters: 74870/150000 || Lr: 0.010735 || Task Loss: 0.7056 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:10 || Estimated Time: 1 day, 13:10:52
2023-07-25 23:50:44,387 semantic_segmentation INFO: Iters: 74880/150000 || Lr: 0.010733 || Task Loss: 0.4152 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:26 || Estimated Time: 1 day, 13:10:33
2023-07-25 23:51:01,020 semantic_segmentation INFO: Iters: 74890/150000 || Lr: 0.010732 || Task Loss: 0.4371 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:43 || Estimated Time: 1 day, 13:10:14
2023-07-25 23:51:17,586 semantic_segmentation INFO: Iters: 74900/150000 || Lr: 0.010731 || Task Loss: 0.6995 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:59 || Estimated Time: 1 day, 13:09:55
2023-07-25 23:51:34,172 semantic_segmentation INFO: Iters: 74910/150000 || Lr: 0.010729 || Task Loss: 0.5092 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:16 || Estimated Time: 1 day, 13:09:36
2023-07-25 23:51:50,763 semantic_segmentation INFO: Iters: 74920/150000 || Lr: 0.010728 || Task Loss: 0.4553 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:33 || Estimated Time: 1 day, 13:09:17
2023-07-25 23:52:07,525 semantic_segmentation INFO: Iters: 74930/150000 || Lr: 0.010727 || Task Loss: 0.6484 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:49 || Estimated Time: 1 day, 13:08:58
2023-07-25 23:52:24,153 semantic_segmentation INFO: Iters: 74940/150000 || Lr: 0.010726 || Task Loss: 0.7300 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:06 || Estimated Time: 1 day, 13:08:39
2023-07-25 23:52:40,843 semantic_segmentation INFO: Iters: 74950/150000 || Lr: 0.010724 || Task Loss: 0.5534 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:23 || Estimated Time: 1 day, 13:08:20
2023-07-25 23:52:57,619 semantic_segmentation INFO: Iters: 74960/150000 || Lr: 0.010723 || Task Loss: 0.5223 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:39 || Estimated Time: 1 day, 13:08:01
2023-07-25 23:53:14,317 semantic_segmentation INFO: Iters: 74970/150000 || Lr: 0.010722 || Task Loss: 0.5193 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:56 || Estimated Time: 1 day, 13:07:42
2023-07-25 23:53:30,917 semantic_segmentation INFO: Iters: 74980/150000 || Lr: 0.010720 || Task Loss: 0.4976 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:06:13 || Estimated Time: 1 day, 13:07:23
2023-07-25 23:53:47,523 semantic_segmentation INFO: Iters: 74990/150000 || Lr: 0.010719 || Task Loss: 0.6116 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:06:29 || Estimated Time: 1 day, 13:07:04
2023-07-25 23:54:04,178 semantic_segmentation INFO: Iters: 75000/150000 || Lr: 0.010718 || Task Loss: 0.5293 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:06:46 || Estimated Time: 1 day, 13:06:45
2023-07-25 23:54:20,822 semantic_segmentation INFO: Iters: 75010/150000 || Lr: 0.010717 || Task Loss: 0.4194 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:03 || Estimated Time: 1 day, 13:06:26
2023-07-25 23:54:37,498 semantic_segmentation INFO: Iters: 75020/150000 || Lr: 0.010715 || Task Loss: 0.6197 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:19 || Estimated Time: 1 day, 13:06:08
2023-07-25 23:54:54,118 semantic_segmentation INFO: Iters: 75030/150000 || Lr: 0.010714 || Task Loss: 0.3668 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:36 || Estimated Time: 1 day, 13:05:48
2023-07-25 23:55:10,809 semantic_segmentation INFO: Iters: 75040/150000 || Lr: 0.010713 || Task Loss: 0.6753 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:53 || Estimated Time: 1 day, 13:05:30
2023-07-25 23:55:27,443 semantic_segmentation INFO: Iters: 75050/150000 || Lr: 0.010711 || Task Loss: 0.6899 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:09 || Estimated Time: 1 day, 13:05:11
2023-07-25 23:55:44,106 semantic_segmentation INFO: Iters: 75060/150000 || Lr: 0.010710 || Task Loss: 0.5501 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:26 || Estimated Time: 1 day, 13:04:52
2023-07-25 23:56:00,773 semantic_segmentation INFO: Iters: 75070/150000 || Lr: 0.010709 || Task Loss: 0.6495 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:43 || Estimated Time: 1 day, 13:04:33
2023-07-25 23:56:17,422 semantic_segmentation INFO: Iters: 75080/150000 || Lr: 0.010708 || Task Loss: 0.4094 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:59 || Estimated Time: 1 day, 13:04:14
2023-07-25 23:56:34,361 semantic_segmentation INFO: Iters: 75090/150000 || Lr: 0.010706 || Task Loss: 0.4681 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:16 || Estimated Time: 1 day, 13:03:55
2023-07-25 23:56:51,026 semantic_segmentation INFO: Iters: 75100/150000 || Lr: 0.010705 || Task Loss: 0.4021 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:33 || Estimated Time: 1 day, 13:03:36
2023-07-25 23:57:07,648 semantic_segmentation INFO: Iters: 75110/150000 || Lr: 0.010704 || Task Loss: 0.5075 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:49 || Estimated Time: 1 day, 13:03:17
2023-07-25 23:57:24,202 semantic_segmentation INFO: Iters: 75120/150000 || Lr: 0.010702 || Task Loss: 0.5905 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:06 || Estimated Time: 1 day, 13:02:58
2023-07-25 23:57:40,849 semantic_segmentation INFO: Iters: 75130/150000 || Lr: 0.010701 || Task Loss: 0.4707 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:23 || Estimated Time: 1 day, 13:02:39
2023-07-25 23:57:57,388 semantic_segmentation INFO: Iters: 75140/150000 || Lr: 0.010700 || Task Loss: 0.4513 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:39 || Estimated Time: 1 day, 13:02:20
2023-07-25 23:58:14,082 semantic_segmentation INFO: Iters: 75150/150000 || Lr: 0.010699 || Task Loss: 0.5783 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:56 || Estimated Time: 1 day, 13:02:01
2023-07-25 23:58:30,711 semantic_segmentation INFO: Iters: 75160/150000 || Lr: 0.010697 || Task Loss: 0.5860 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:12 || Estimated Time: 1 day, 13:01:42
2023-07-25 23:58:47,289 semantic_segmentation INFO: Iters: 75170/150000 || Lr: 0.010696 || Task Loss: 0.3611 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:29 || Estimated Time: 1 day, 13:01:23
2023-07-25 23:59:03,918 semantic_segmentation INFO: Iters: 75180/150000 || Lr: 0.010695 || Task Loss: 0.6978 || KD Loss: 0.2216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:46 || Estimated Time: 1 day, 13:01:04
2023-07-25 23:59:20,486 semantic_segmentation INFO: Iters: 75190/150000 || Lr: 0.010693 || Task Loss: 0.3897 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:02 || Estimated Time: 1 day, 13:00:45
2023-07-25 23:59:37,107 semantic_segmentation INFO: Iters: 75200/150000 || Lr: 0.010692 || Task Loss: 0.4432 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:19 || Estimated Time: 1 day, 13:00:26
2023-07-25 23:59:37,232 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:59:37,622 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.087
2023-07-25 23:59:37,646 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.127
2023-07-25 23:59:37,658 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.141
2023-07-25 23:59:37,672 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.143
2023-07-25 23:59:37,685 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.919, mIoU: 0.196
2023-07-25 23:59:37,696 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.930, mIoU: 0.243
2023-07-25 23:59:37,710 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.927, mIoU: 0.274
2023-07-25 23:59:37,724 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.934, mIoU: 0.287
2023-07-25 23:59:37,736 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.928, mIoU: 0.304
2023-07-25 23:59:37,749 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.349
2023-07-25 23:59:37,763 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.914, mIoU: 0.348
2023-07-25 23:59:37,777 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.386
2023-07-25 23:59:37,789 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.890, mIoU: 0.359
2023-07-25 23:59:37,803 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.892, mIoU: 0.351
2023-07-25 23:59:37,817 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.345
2023-07-25 23:59:37,830 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.898, mIoU: 0.343
2023-07-25 23:59:37,840 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.340
2023-07-25 23:59:37,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.899, mIoU: 0.340
2023-07-25 23:59:37,866 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.900, mIoU: 0.348
2023-07-25 23:59:37,882 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.902, mIoU: 0.393
2023-07-25 23:59:37,896 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.394
2023-07-25 23:59:37,911 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.908, mIoU: 0.403
2023-07-25 23:59:37,925 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.904, mIoU: 0.430
2023-07-25 23:59:37,941 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.903, mIoU: 0.433
2023-07-25 23:59:37,956 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.443
2023-07-25 23:59:37,969 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.902, mIoU: 0.447
2023-07-25 23:59:37,983 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.902, mIoU: 0.444
2023-07-25 23:59:37,995 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.429
2023-07-25 23:59:38,010 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.890, mIoU: 0.420
2023-07-25 23:59:38,025 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.894, mIoU: 0.421
2023-07-25 23:59:38,040 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.420
2023-07-25 23:59:38,055 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.899, mIoU: 0.420
2023-07-25 23:59:38,071 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.900, mIoU: 0.423
2023-07-25 23:59:38,086 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.422
2023-07-25 23:59:38,101 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.891, mIoU: 0.452
2023-07-25 23:59:38,115 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.893, mIoU: 0.453
2023-07-25 23:59:38,128 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.895, mIoU: 0.452
2023-07-25 23:59:38,141 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.898, mIoU: 0.497
2023-07-25 23:59:38,158 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.507
2023-07-25 23:59:38,171 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.900, mIoU: 0.507
2023-07-25 23:59:38,184 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.535
2023-07-25 23:59:38,199 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.534
2023-07-25 23:59:38,213 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.533
2023-07-25 23:59:38,226 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.534
2023-07-25 23:59:38,242 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.901, mIoU: 0.534
2023-07-25 23:59:38,257 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.901, mIoU: 0.535
2023-07-25 23:59:38,270 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.903, mIoU: 0.542
2023-07-25 23:59:38,283 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.541
2023-07-25 23:59:38,298 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.902, mIoU: 0.542
2023-07-25 23:59:38,314 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.901, mIoU: 0.540
2023-07-25 23:59:38,330 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.900, mIoU: 0.537
2023-07-25 23:59:38,345 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.902, mIoU: 0.537
2023-07-25 23:59:38,358 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.903, mIoU: 0.534
2023-07-25 23:59:38,373 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.903, mIoU: 0.532
2023-07-25 23:59:38,388 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.537
2023-07-25 23:59:38,402 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.535
2023-07-25 23:59:38,417 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.902, mIoU: 0.534
2023-07-25 23:59:38,434 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.904, mIoU: 0.533
2023-07-25 23:59:38,447 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.535
2023-07-25 23:59:38,461 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.895, mIoU: 0.531
2023-07-25 23:59:38,474 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.896, mIoU: 0.538
2023-07-25 23:59:38,489 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.896, mIoU: 0.534
2023-07-25 23:59:38,502 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.897, mIoU: 0.533
2023-07-25 23:59:38,519 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.891, mIoU: 0.516
2023-07-25 23:59:38,532 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.893, mIoU: 0.518
2023-07-25 23:59:38,547 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.894, mIoU: 0.518
2023-07-25 23:59:38,562 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.895, mIoU: 0.518
2023-07-25 23:59:38,575 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-25 23:59:38,589 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.896, mIoU: 0.547
2023-07-25 23:59:38,605 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-25 23:59:38,620 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 23:59:38,634 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 23:59:38,649 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:59:38,665 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-25 23:59:38,680 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-25 23:59:38,696 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-25 23:59:38,711 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 23:59:38,720 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-25 23:59:38,736 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:38,753 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 23:59:38,766 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 23:59:38,781 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-25 23:59:38,797 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-25 23:59:38,812 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-25 23:59:38,827 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-25 23:59:38,841 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-25 23:59:38,856 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.883, mIoU: 0.528
2023-07-25 23:59:38,871 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-25 23:59:38,885 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-25 23:59:38,898 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-25 23:59:38,912 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-25 23:59:38,927 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-25 23:59:38,942 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-25 23:59:38,956 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-25 23:59:38,971 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-25 23:59:38,985 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-25 23:59:38,998 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.881, mIoU: 0.545
2023-07-25 23:59:39,010 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.882, mIoU: 0.546
2023-07-25 23:59:39,025 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-25 23:59:39,039 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-25 23:59:39,054 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-25 23:59:39,068 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 23:59:39,082 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 23:59:39,097 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-25 23:59:39,112 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 23:59:39,124 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 23:59:39,139 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-25 23:59:39,154 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 23:59:39,167 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-25 23:59:39,180 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-25 23:59:39,193 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 23:59:39,206 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 23:59:39,221 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.887, mIoU: 0.535
2023-07-25 23:59:39,236 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.887, mIoU: 0.533
2023-07-25 23:59:39,251 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 23:59:39,264 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 23:59:39,277 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 23:59:39,292 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-25 23:59:39,305 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-25 23:59:39,320 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.882, mIoU: 0.523
2023-07-25 23:59:39,335 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-25 23:59:39,348 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-25 23:59:39,361 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 23:59:39,377 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 23:59:39,392 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.886, mIoU: 0.522
2023-07-25 23:59:39,400 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-25 23:59:39,411 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.887, mIoU: 0.523
2023-07-25 23:59:39,427 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-25 23:59:39,436 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-25 23:59:39,449 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-25 23:59:39,463 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.883, mIoU: 0.518
2023-07-25 23:59:39,478 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.884, mIoU: 0.520
2023-07-25 23:59:39,491 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.884, mIoU: 0.521
2023-07-25 23:59:39,506 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-25 23:59:39,519 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 23:59:39,532 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-25 23:59:39,546 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 23:59:39,559 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-25 23:59:39,574 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-25 23:59:39,586 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.885, mIoU: 0.525
2023-07-25 23:59:39,601 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.886, mIoU: 0.528
2023-07-25 23:59:39,616 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.886, mIoU: 0.527
2023-07-25 23:59:39,631 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.887, mIoU: 0.531
2023-07-25 23:59:39,646 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 23:59:39,661 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.888, mIoU: 0.535
2023-07-25 23:59:39,675 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 23:59:39,690 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-25 23:59:39,705 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.886, mIoU: 0.536
2023-07-25 23:59:39,715 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 23:59:39,730 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 23:59:39,744 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 23:59:39,758 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 23:59:39,772 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.886, mIoU: 0.543
2023-07-25 23:59:39,785 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 23:59:39,798 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-25 23:59:39,813 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-25 23:59:39,828 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-25 23:59:39,843 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 23:59:39,858 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-25 23:59:39,873 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.886, mIoU: 0.542
2023-07-25 23:59:39,887 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.886, mIoU: 0.542
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2023-07-25 23:59:45,550 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:45,564 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,579 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,592 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,608 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,623 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,639 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:45,649 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 23:59:45,664 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,679 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,692 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,707 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,720 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,734 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.562
2023-07-25 23:59:45,749 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:45,764 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 23:59:45,776 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 23:59:45,788 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,801 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,815 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,829 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,844 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,858 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,872 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,885 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-25 23:59:45,899 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,913 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,926 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 23:59:45,940 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:45,954 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:45,968 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 23:59:45,982 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 23:59:45,997 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 23:59:46,008 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-25 23:59:46,023 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 23:59:46,037 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 23:59:46,051 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 23:59:46,066 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-25 23:59:46,081 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 23:59:46,092 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 23:59:46,107 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 23:59:46,121 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-25 23:59:46,136 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 23:59:46,149 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 23:59:46,163 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:59:46,177 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-25 23:59:46,193 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:59:46,207 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:59:46,223 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,238 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,253 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,267 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 23:59:46,281 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:59:46,294 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-25 23:59:46,309 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,324 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,339 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 23:59:46,352 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 23:59:46,368 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:46,381 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:46,396 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:46,411 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:46,426 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 23:59:46,441 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-25 23:59:46,456 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-25 23:59:46,471 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:59:46,486 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 23:59:46,500 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 23:59:46,514 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,529 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,546 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,561 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:46,575 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 23:59:46,585 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:46,598 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:46,613 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 23:59:46,626 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 23:59:46,640 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 23:59:46,653 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-25 23:59:46,666 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:59:46,681 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:59:46,697 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:59:46,712 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-25 23:59:46,728 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,741 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,755 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,768 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,782 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,797 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-25 23:59:46,812 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-25 23:59:46,826 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 23:59:46,841 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 23:59:46,856 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 23:59:46,868 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-25 23:59:46,883 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 23:59:46,898 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 23:59:46,910 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 23:59:46,923 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:46,936 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:46,952 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:46,966 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:46,979 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:46,993 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:47,009 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:59:47,024 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:59:47,036 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 23:59:47,049 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:59:47,057 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 23:59:47,072 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-25 23:59:47,087 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,102 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,118 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,133 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,148 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:59:47,163 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:59:47,178 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:59:47,191 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:59:47,205 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:59:47,218 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 23:59:47,233 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,247 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,259 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,272 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 23:59:47,284 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 23:59:47,297 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:59:47,310 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:59:47,322 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 23:59:47,335 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 23:59:47,348 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:59:47,363 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:59:47,374 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:59:47,387 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 23:59:47,400 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:47,412 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:47,427 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,442 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,456 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,471 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,486 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,501 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,513 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,528 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,543 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,560 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,575 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,591 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:47,606 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:47,619 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 23:59:47,631 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,643 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,658 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 23:59:47,673 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,686 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,698 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,712 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:47,726 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:47,740 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:47,754 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:47,768 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:47,781 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,795 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:47,807 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,820 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,834 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,848 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,863 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,876 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,891 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,906 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,918 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,931 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:47,946 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,960 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,975 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:47,989 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:48,001 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:48,013 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:48,027 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:48,040 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:48,055 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:48,072 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:48,086 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:48,101 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:48,114 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,129 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,145 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,158 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,171 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,186 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,201 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:48,215 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:48,229 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:48,243 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,256 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,269 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,283 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,297 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,313 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,326 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,339 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,351 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,365 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,377 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,390 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,403 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,417 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,430 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,444 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,459 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,474 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:48,488 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,501 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,512 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,526 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,538 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,550 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,563 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,577 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,590 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,602 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,616 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,630 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,645 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,660 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,672 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,684 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,699 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:48,713 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:48,728 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:48,742 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:48,754 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:48,766 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,778 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,793 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,807 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,821 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,834 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,845 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,858 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,872 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,887 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,900 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,915 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:48,927 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,942 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,955 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,970 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:48,983 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:48,998 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,013 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,027 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,042 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,057 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,072 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,087 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,102 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,117 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,132 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,146 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,161 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,176 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,189 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,202 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,215 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,232 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,245 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,261 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,276 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,287 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,301 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,317 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,332 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,345 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,360 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,374 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,386 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,400 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,415 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:49,429 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,442 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,453 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,469 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,484 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,499 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,512 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:49,527 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-25 23:59:49,542 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,557 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,572 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,585 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,600 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,613 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,627 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,641 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,654 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:49,669 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,682 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,697 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,712 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,727 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 23:59:49,741 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,756 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,770 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,784 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 23:59:49,799 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,813 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,829 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,843 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,852 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,866 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,879 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,894 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,908 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,924 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:49,937 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,951 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,966 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,980 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:49,996 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:50,011 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:50,024 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:50,040 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:50,054 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,069 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:50,082 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:50,097 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:50,112 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,127 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,140 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:59:50,154 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,169 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:59:50,182 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,196 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 23:59:50,211 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,224 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,239 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 23:59:50,252 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,265 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,281 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,297 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,313 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,328 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,343 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,356 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,369 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,383 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,396 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,409 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,424 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,438 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,453 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,469 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,481 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,494 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,509 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,524 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,536 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,551 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,563 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,578 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,592 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,607 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,622 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,636 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,644 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,660 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,675 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,688 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,702 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,717 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,732 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,745 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,759 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,774 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,790 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,805 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:50,820 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:50,836 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:50,852 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:50,865 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:50,880 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:50,894 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:50,908 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:50,921 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,935 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,950 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:50,964 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,971 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,984 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:50,996 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,009 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,020 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,034 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:59:51,048 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:59:51,062 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:59:51,074 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:59:51,086 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:59:51,101 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:59:51,112 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-25 23:59:51,127 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 23:59:51,140 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 23:59:51,156 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,171 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,186 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,201 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,212 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,225 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,240 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,255 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,271 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,285 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,298 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,308 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,318 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,331 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,342 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,356 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,368 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,383 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,397 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:51,412 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:51,425 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:51,440 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:51,454 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:51,468 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,483 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,496 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,511 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,526 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,542 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,555 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,568 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,583 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,596 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,612 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,625 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,640 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,655 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 23:59:51,673 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:59:51,688 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:59:51,702 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,716 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 23:59:51,731 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,746 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,760 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,773 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,786 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,800 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,815 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:59:51,830 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:59:51,844 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:59:51,859 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:59:51,874 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 23:59:51,888 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,903 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:59:51,915 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 23:59:51,930 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 23:59:51,940 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,952 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,967 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 23:59:51,978 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:51,993 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:52,007 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 23:59:52,022 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,037 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,052 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,066 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,080 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,093 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,108 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,120 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,135 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,150 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,163 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,178 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,191 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 23:59:52,206 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,221 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,237 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,253 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,267 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,280 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:52,293 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:52,307 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 23:59:52,320 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,333 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,349 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:52,364 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,379 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:52,391 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 23:59:52,404 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 23:59:52,420 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 23:59:52,435 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 23:59:52,451 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 23:59:52,464 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 23:59:52,477 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 23:59:52,492 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,507 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 23:59:52,522 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,537 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,551 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,566 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,579 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,594 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 23:59:52,609 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,623 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,637 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 23:59:52,651 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,664 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,678 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,693 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:52,708 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,720 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:52,734 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,749 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,764 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,777 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,792 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,806 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,821 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,836 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,850 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,865 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,878 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,892 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,908 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,922 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,936 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,949 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:52,958 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,972 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:52,987 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,000 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,015 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,029 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,042 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:53,055 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,069 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,083 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:53,098 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:53,114 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:59:53,128 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:53,145 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:59:53,159 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:59:53,172 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-25 23:59:53,187 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,202 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,217 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,229 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,242 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,257 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,272 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,287 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,301 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,314 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,329 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,343 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,356 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,371 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,386 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,401 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,415 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,428 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,443 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,457 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,471 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:53,486 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,499 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,514 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,526 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,539 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,551 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,566 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,581 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-25 23:59:53,610 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,620 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-25 23:59:53,633 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,648 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,663 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,676 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,691 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,707 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,721 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,735 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,749 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,764 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,777 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,791 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,804 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,817 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,832 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,846 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:53,861 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,876 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,889 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,903 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,918 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,931 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:53,946 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 23:59:53,960 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:53,975 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:53,989 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:54,001 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 23:59:54,014 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,028 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,042 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,056 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,068 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,083 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,099 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,112 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,122 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,137 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,152 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:54,166 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-25 23:59:54,182 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,195 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,212 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,226 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,239 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,254 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,269 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,284 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,300 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,316 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,330 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,344 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,360 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,372 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,386 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,401 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,415 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,427 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,441 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,452 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,466 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,481 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,495 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,507 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,521 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,536 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,550 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,561 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,575 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,589 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,600 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,614 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,628 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,642 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,655 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,666 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 23:59:54,680 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 23:59:54,694 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:59:54,708 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:59:54,720 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:59:54,735 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 23:59:54,747 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,759 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,773 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:54,788 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.896, mIoU: 0.577
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2023-07-25 23:59:54,817 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:59:54,874 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:54,888 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:54,903 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:54,915 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:54,928 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:54,944 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:54,958 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:54,973 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:54,986 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:54,999 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:55,014 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:55,028 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,041 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,054 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,069 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,083 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,098 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,112 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,127 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,142 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,155 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,169 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,184 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,197 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,211 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,226 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,241 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,255 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,270 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 23:59:55,284 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:59:55,298 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:59:55,312 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:59:55,327 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 23:59:55,342 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,357 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,371 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,386 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,401 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,413 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,426 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,440 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,455 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,468 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,483 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,498 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,512 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,526 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:55,540 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-25 23:59:55,569 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,582 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,594 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,607 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,620 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,633 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,648 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,663 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,676 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,689 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,703 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,715 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-25 23:59:55,760 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:55,775 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-25 23:59:55,802 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-25 23:59:55,831 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:59:55,888 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:59:56,039 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:59:56,083 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,098 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,112 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,127 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,142 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,153 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 23:59:56,181 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,194 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,210 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,225 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,239 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,252 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,265 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-25 23:59:56,309 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,324 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,339 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,352 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,367 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,382 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,395 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,410 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,425 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,437 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,451 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,463 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,478 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,492 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,506 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,520 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,533 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,545 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,558 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,572 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,586 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,598 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,611 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,626 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,641 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-25 23:59:56,656 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,669 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,684 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,701 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,717 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,732 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,747 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,755 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,770 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,783 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 23:59:56,796 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,811 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,826 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,840 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,854 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,869 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,884 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-25 23:59:56,899 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:56,911 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:56,925 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:56,941 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:56,955 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:56,969 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:56,984 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:56,999 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,012 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,026 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,040 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-25 23:59:57,054 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,067 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,080 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,094 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,109 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,123 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,137 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,151 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,166 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,180 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 23:59:57,192 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,207 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,219 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,234 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,249 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,263 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,278 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,291 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,306 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,321 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,336 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,350 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,364 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,380 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,394 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,407 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,421 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,434 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,449 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,463 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,478 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,493 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,507 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,521 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,530 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:57,544 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:57,557 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 23:59:57,572 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,586 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,601 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,615 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,627 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,636 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,652 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,667 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,682 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,695 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,710 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,724 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,738 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,752 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,767 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,780 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,795 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,807 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,821 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,835 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,850 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,862 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,877 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,892 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 23:59:57,906 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,922 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,935 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,950 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,965 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 23:59:57,981 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:00:14,373 semantic_segmentation INFO: Iters: 75210/150000 || Lr: 0.010691 || Task Loss: 0.3911 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:56 || Estimated Time: 1 day, 13:00:27
2023-07-26 00:00:30,964 semantic_segmentation INFO: Iters: 75220/150000 || Lr: 0.010690 || Task Loss: 0.4213 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:13 || Estimated Time: 1 day, 13:00:08
2023-07-26 00:00:47,660 semantic_segmentation INFO: Iters: 75230/150000 || Lr: 0.010688 || Task Loss: 0.5643 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:29 || Estimated Time: 1 day, 12:59:49
2023-07-26 00:01:04,355 semantic_segmentation INFO: Iters: 75240/150000 || Lr: 0.010687 || Task Loss: 0.3136 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:46 || Estimated Time: 1 day, 12:59:31
2023-07-26 00:01:21,055 semantic_segmentation INFO: Iters: 75250/150000 || Lr: 0.010686 || Task Loss: 0.6374 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:03 || Estimated Time: 1 day, 12:59:12
2023-07-26 00:01:37,647 semantic_segmentation INFO: Iters: 75260/150000 || Lr: 0.010684 || Task Loss: 0.4944 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:19 || Estimated Time: 1 day, 12:58:53
2023-07-26 00:01:54,327 semantic_segmentation INFO: Iters: 75270/150000 || Lr: 0.010683 || Task Loss: 0.6802 || KD Loss: 0.1643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:36 || Estimated Time: 1 day, 12:58:34
2023-07-26 00:02:11,116 semantic_segmentation INFO: Iters: 75280/150000 || Lr: 0.010682 || Task Loss: 0.4445 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:53 || Estimated Time: 1 day, 12:58:15
2023-07-26 00:02:27,916 semantic_segmentation INFO: Iters: 75290/150000 || Lr: 0.010681 || Task Loss: 0.6043 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:10 || Estimated Time: 1 day, 12:57:56
2023-07-26 00:02:44,497 semantic_segmentation INFO: Iters: 75300/150000 || Lr: 0.010679 || Task Loss: 0.4451 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:26 || Estimated Time: 1 day, 12:57:37
2023-07-26 00:03:01,270 semantic_segmentation INFO: Iters: 75310/150000 || Lr: 0.010678 || Task Loss: 0.6228 || KD Loss: 0.1933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:43 || Estimated Time: 1 day, 12:57:18
2023-07-26 00:03:17,929 semantic_segmentation INFO: Iters: 75320/150000 || Lr: 0.010677 || Task Loss: 0.4215 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:00 || Estimated Time: 1 day, 12:56:59
2023-07-26 00:03:34,528 semantic_segmentation INFO: Iters: 75330/150000 || Lr: 0.010675 || Task Loss: 0.4061 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:16 || Estimated Time: 1 day, 12:56:40
2023-07-26 00:03:51,213 semantic_segmentation INFO: Iters: 75340/150000 || Lr: 0.010674 || Task Loss: 0.5237 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:33 || Estimated Time: 1 day, 12:56:21
2023-07-26 00:04:07,860 semantic_segmentation INFO: Iters: 75350/150000 || Lr: 0.010673 || Task Loss: 0.7072 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:50 || Estimated Time: 1 day, 12:56:02
2023-07-26 00:04:24,538 semantic_segmentation INFO: Iters: 75360/150000 || Lr: 0.010672 || Task Loss: 0.4397 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:06 || Estimated Time: 1 day, 12:55:43
2023-07-26 00:04:41,215 semantic_segmentation INFO: Iters: 75370/150000 || Lr: 0.010670 || Task Loss: 0.7055 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:23 || Estimated Time: 1 day, 12:55:24
2023-07-26 00:04:58,294 semantic_segmentation INFO: Iters: 75380/150000 || Lr: 0.010669 || Task Loss: 0.6735 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:40 || Estimated Time: 1 day, 12:55:06
2023-07-26 00:05:14,823 semantic_segmentation INFO: Iters: 75390/150000 || Lr: 0.010668 || Task Loss: 0.4229 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:57 || Estimated Time: 1 day, 12:54:47
2023-07-26 00:05:31,403 semantic_segmentation INFO: Iters: 75400/150000 || Lr: 0.010666 || Task Loss: 0.5688 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:13 || Estimated Time: 1 day, 12:54:28
2023-07-26 00:05:47,996 semantic_segmentation INFO: Iters: 75410/150000 || Lr: 0.010665 || Task Loss: 0.6751 || KD Loss: 0.2254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:30 || Estimated Time: 1 day, 12:54:09
2023-07-26 00:06:04,604 semantic_segmentation INFO: Iters: 75420/150000 || Lr: 0.010664 || Task Loss: 0.4353 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:46 || Estimated Time: 1 day, 12:53:50
2023-07-26 00:06:21,176 semantic_segmentation INFO: Iters: 75430/150000 || Lr: 0.010663 || Task Loss: 0.5502 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:03 || Estimated Time: 1 day, 12:53:31
2023-07-26 00:06:37,918 semantic_segmentation INFO: Iters: 75440/150000 || Lr: 0.010661 || Task Loss: 0.3536 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:20 || Estimated Time: 1 day, 12:53:12
2023-07-26 00:06:54,538 semantic_segmentation INFO: Iters: 75450/150000 || Lr: 0.010660 || Task Loss: 0.7906 || KD Loss: 0.2184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:36 || Estimated Time: 1 day, 12:52:53
2023-07-26 00:07:11,146 semantic_segmentation INFO: Iters: 75460/150000 || Lr: 0.010659 || Task Loss: 0.3392 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:53 || Estimated Time: 1 day, 12:52:34
2023-07-26 00:07:28,144 semantic_segmentation INFO: Iters: 75470/150000 || Lr: 0.010657 || Task Loss: 0.5075 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:10 || Estimated Time: 1 day, 12:52:15
2023-07-26 00:07:44,692 semantic_segmentation INFO: Iters: 75480/150000 || Lr: 0.010656 || Task Loss: 0.4269 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:26 || Estimated Time: 1 day, 12:51:56
2023-07-26 00:08:01,334 semantic_segmentation INFO: Iters: 75490/150000 || Lr: 0.010655 || Task Loss: 0.5413 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:43 || Estimated Time: 1 day, 12:51:37
2023-07-26 00:08:17,913 semantic_segmentation INFO: Iters: 75500/150000 || Lr: 0.010654 || Task Loss: 0.5457 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:00 || Estimated Time: 1 day, 12:51:18
2023-07-26 00:08:34,660 semantic_segmentation INFO: Iters: 75510/150000 || Lr: 0.010652 || Task Loss: 0.7653 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:16 || Estimated Time: 1 day, 12:50:59
2023-07-26 00:08:51,295 semantic_segmentation INFO: Iters: 75520/150000 || Lr: 0.010651 || Task Loss: 0.5719 || KD Loss: 0.1642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:33 || Estimated Time: 1 day, 12:50:40
2023-07-26 00:09:07,971 semantic_segmentation INFO: Iters: 75530/150000 || Lr: 0.010650 || Task Loss: 0.4558 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:50 || Estimated Time: 1 day, 12:50:21
2023-07-26 00:09:24,675 semantic_segmentation INFO: Iters: 75540/150000 || Lr: 0.010648 || Task Loss: 0.6538 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:06 || Estimated Time: 1 day, 12:50:03
2023-07-26 00:09:41,272 semantic_segmentation INFO: Iters: 75550/150000 || Lr: 0.010647 || Task Loss: 0.4979 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:23 || Estimated Time: 1 day, 12:49:44
2023-07-26 00:09:58,013 semantic_segmentation INFO: Iters: 75560/150000 || Lr: 0.010646 || Task Loss: 0.4316 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:40 || Estimated Time: 1 day, 12:49:25
2023-07-26 00:10:14,629 semantic_segmentation INFO: Iters: 75570/150000 || Lr: 0.010645 || Task Loss: 0.5654 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:56 || Estimated Time: 1 day, 12:49:06
2023-07-26 00:10:31,429 semantic_segmentation INFO: Iters: 75580/150000 || Lr: 0.010643 || Task Loss: 0.6758 || KD Loss: 0.1768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:13 || Estimated Time: 1 day, 12:48:47
2023-07-26 00:10:48,028 semantic_segmentation INFO: Iters: 75590/150000 || Lr: 0.010642 || Task Loss: 0.4608 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:30 || Estimated Time: 1 day, 12:48:28
2023-07-26 00:11:04,697 semantic_segmentation INFO: Iters: 75600/150000 || Lr: 0.010641 || Task Loss: 0.9981 || KD Loss: 0.3225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:46 || Estimated Time: 1 day, 12:48:09
2023-07-26 00:11:21,395 semantic_segmentation INFO: Iters: 75610/150000 || Lr: 0.010639 || Task Loss: 0.5259 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:03 || Estimated Time: 1 day, 12:47:50
2023-07-26 00:11:38,020 semantic_segmentation INFO: Iters: 75620/150000 || Lr: 0.010638 || Task Loss: 0.5225 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:20 || Estimated Time: 1 day, 12:47:31
2023-07-26 00:11:54,754 semantic_segmentation INFO: Iters: 75630/150000 || Lr: 0.010637 || Task Loss: 0.6213 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:37 || Estimated Time: 1 day, 12:47:12
2023-07-26 00:12:11,384 semantic_segmentation INFO: Iters: 75640/150000 || Lr: 0.010636 || Task Loss: 0.4279 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:53 || Estimated Time: 1 day, 12:46:53
2023-07-26 00:12:27,983 semantic_segmentation INFO: Iters: 75650/150000 || Lr: 0.010634 || Task Loss: 0.4135 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:10 || Estimated Time: 1 day, 12:46:34
2023-07-26 00:12:44,562 semantic_segmentation INFO: Iters: 75660/150000 || Lr: 0.010633 || Task Loss: 0.3927 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:26 || Estimated Time: 1 day, 12:46:15
2023-07-26 00:13:01,153 semantic_segmentation INFO: Iters: 75670/150000 || Lr: 0.010632 || Task Loss: 0.4708 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:43 || Estimated Time: 1 day, 12:45:56
2023-07-26 00:13:17,758 semantic_segmentation INFO: Iters: 75680/150000 || Lr: 0.010630 || Task Loss: 0.3952 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:00 || Estimated Time: 1 day, 12:45:37
2023-07-26 00:13:34,393 semantic_segmentation INFO: Iters: 75690/150000 || Lr: 0.010629 || Task Loss: 0.4072 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:16 || Estimated Time: 1 day, 12:45:18
2023-07-26 00:13:50,909 semantic_segmentation INFO: Iters: 75700/150000 || Lr: 0.010628 || Task Loss: 0.4369 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:33 || Estimated Time: 1 day, 12:44:59
2023-07-26 00:14:07,992 semantic_segmentation INFO: Iters: 75710/150000 || Lr: 0.010627 || Task Loss: 0.5386 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:50 || Estimated Time: 1 day, 12:44:41
2023-07-26 00:14:24,508 semantic_segmentation INFO: Iters: 75720/150000 || Lr: 0.010625 || Task Loss: 0.5451 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:06 || Estimated Time: 1 day, 12:44:22
2023-07-26 00:14:41,102 semantic_segmentation INFO: Iters: 75730/150000 || Lr: 0.010624 || Task Loss: 0.4276 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:23 || Estimated Time: 1 day, 12:44:03
2023-07-26 00:14:57,693 semantic_segmentation INFO: Iters: 75740/150000 || Lr: 0.010623 || Task Loss: 0.6369 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:39 || Estimated Time: 1 day, 12:43:44
2023-07-26 00:15:14,371 semantic_segmentation INFO: Iters: 75750/150000 || Lr: 0.010621 || Task Loss: 0.4205 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:56 || Estimated Time: 1 day, 12:43:25
2023-07-26 00:15:30,932 semantic_segmentation INFO: Iters: 75760/150000 || Lr: 0.010620 || Task Loss: 0.4908 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:13 || Estimated Time: 1 day, 12:43:06
2023-07-26 00:15:47,631 semantic_segmentation INFO: Iters: 75770/150000 || Lr: 0.010619 || Task Loss: 0.4784 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:29 || Estimated Time: 1 day, 12:42:47
2023-07-26 00:16:04,226 semantic_segmentation INFO: Iters: 75780/150000 || Lr: 0.010617 || Task Loss: 0.4801 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:46 || Estimated Time: 1 day, 12:42:28
2023-07-26 00:16:20,812 semantic_segmentation INFO: Iters: 75790/150000 || Lr: 0.010616 || Task Loss: 0.4639 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:03 || Estimated Time: 1 day, 12:42:09
2023-07-26 00:16:37,413 semantic_segmentation INFO: Iters: 75800/150000 || Lr: 0.010615 || Task Loss: 0.5258 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:19 || Estimated Time: 1 day, 12:41:50
2023-07-26 00:16:54,016 semantic_segmentation INFO: Iters: 75810/150000 || Lr: 0.010614 || Task Loss: 0.7439 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:36 || Estimated Time: 1 day, 12:41:31
2023-07-26 00:17:10,762 semantic_segmentation INFO: Iters: 75820/150000 || Lr: 0.010612 || Task Loss: 0.7026 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:53 || Estimated Time: 1 day, 12:41:12
2023-07-26 00:17:27,395 semantic_segmentation INFO: Iters: 75830/150000 || Lr: 0.010611 || Task Loss: 0.4675 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:09 || Estimated Time: 1 day, 12:40:53
2023-07-26 00:17:44,537 semantic_segmentation INFO: Iters: 75840/150000 || Lr: 0.010610 || Task Loss: 0.5357 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:26 || Estimated Time: 1 day, 12:40:35
2023-07-26 00:18:01,116 semantic_segmentation INFO: Iters: 75850/150000 || Lr: 0.010608 || Task Loss: 0.4855 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:43 || Estimated Time: 1 day, 12:40:16
2023-07-26 00:18:17,774 semantic_segmentation INFO: Iters: 75860/150000 || Lr: 0.010607 || Task Loss: 0.7547 || KD Loss: 0.3508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:00 || Estimated Time: 1 day, 12:39:57
2023-07-26 00:18:34,472 semantic_segmentation INFO: Iters: 75870/150000 || Lr: 0.010606 || Task Loss: 0.5116 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:16 || Estimated Time: 1 day, 12:39:38
2023-07-26 00:18:51,153 semantic_segmentation INFO: Iters: 75880/150000 || Lr: 0.010605 || Task Loss: 0.7788 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:33 || Estimated Time: 1 day, 12:39:19
2023-07-26 00:19:07,794 semantic_segmentation INFO: Iters: 75890/150000 || Lr: 0.010603 || Task Loss: 0.5567 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:50 || Estimated Time: 1 day, 12:39:00
2023-07-26 00:19:24,534 semantic_segmentation INFO: Iters: 75900/150000 || Lr: 0.010602 || Task Loss: 0.6593 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:06 || Estimated Time: 1 day, 12:38:41
2023-07-26 00:19:41,128 semantic_segmentation INFO: Iters: 75910/150000 || Lr: 0.010601 || Task Loss: 0.5511 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:23 || Estimated Time: 1 day, 12:38:22
2023-07-26 00:19:57,721 semantic_segmentation INFO: Iters: 75920/150000 || Lr: 0.010599 || Task Loss: 0.5609 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:40 || Estimated Time: 1 day, 12:38:03
2023-07-26 00:20:14,508 semantic_segmentation INFO: Iters: 75930/150000 || Lr: 0.010598 || Task Loss: 0.5567 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2495|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:56 || Estimated Time: 1 day, 12:37:44
2023-07-26 00:20:31,096 semantic_segmentation INFO: Iters: 75940/150000 || Lr: 0.010597 || Task Loss: 0.4219 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:13 || Estimated Time: 1 day, 12:37:25
2023-07-26 00:20:47,689 semantic_segmentation INFO: Iters: 75950/150000 || Lr: 0.010596 || Task Loss: 0.3941 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:29 || Estimated Time: 1 day, 12:37:07
2023-07-26 00:21:04,290 semantic_segmentation INFO: Iters: 75960/150000 || Lr: 0.010594 || Task Loss: 0.7917 || KD Loss: 0.3513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:46 || Estimated Time: 1 day, 12:36:47
2023-07-26 00:21:20,992 semantic_segmentation INFO: Iters: 75970/150000 || Lr: 0.010593 || Task Loss: 0.6876 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:03 || Estimated Time: 1 day, 12:36:29
2023-07-26 00:21:37,614 semantic_segmentation INFO: Iters: 75980/150000 || Lr: 0.010592 || Task Loss: 0.6875 || KD Loss: 0.2843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:19 || Estimated Time: 1 day, 12:36:10
2023-07-26 00:21:54,224 semantic_segmentation INFO: Iters: 75990/150000 || Lr: 0.010590 || Task Loss: 0.5857 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:36 || Estimated Time: 1 day, 12:35:51
2023-07-26 00:22:10,855 semantic_segmentation INFO: Iters: 76000/150000 || Lr: 0.010589 || Task Loss: 0.4055 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:53 || Estimated Time: 1 day, 12:35:32
2023-07-26 00:22:10,980 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 00:22:11,372 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.089
2023-07-26 00:22:11,395 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.131
2023-07-26 00:22:11,407 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.152
2023-07-26 00:22:11,420 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.154
2023-07-26 00:22:11,433 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.221
2023-07-26 00:22:11,445 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.264
2023-07-26 00:22:11,459 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.304
2023-07-26 00:22:11,472 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.312
2023-07-26 00:22:11,484 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.322
2023-07-26 00:22:11,498 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.937, mIoU: 0.364
2023-07-26 00:22:11,512 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.365
2023-07-26 00:22:11,527 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.922, mIoU: 0.364
2023-07-26 00:22:11,539 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.883, mIoU: 0.344
2023-07-26 00:22:11,553 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.334
2023-07-26 00:22:11,567 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.325
2023-07-26 00:22:11,580 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.892, mIoU: 0.320
2023-07-26 00:22:11,590 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.893, mIoU: 0.319
2023-07-26 00:22:11,603 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.893, mIoU: 0.318
2023-07-26 00:22:11,617 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.895, mIoU: 0.318
2023-07-26 00:22:11,633 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.898, mIoU: 0.362
2023-07-26 00:22:11,647 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.897, mIoU: 0.362
2023-07-26 00:22:11,662 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.374
2023-07-26 00:22:11,676 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.896, mIoU: 0.398
2023-07-26 00:22:11,692 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-26 00:22:11,707 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.898, mIoU: 0.417
2023-07-26 00:22:11,721 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.420
2023-07-26 00:22:11,736 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.897, mIoU: 0.420
2023-07-26 00:22:11,748 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.897, mIoU: 0.411
2023-07-26 00:22:11,764 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.893, mIoU: 0.402
2023-07-26 00:22:11,779 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.897, mIoU: 0.402
2023-07-26 00:22:11,793 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.899, mIoU: 0.407
2023-07-26 00:22:11,808 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.901, mIoU: 0.406
2023-07-26 00:22:11,823 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.904, mIoU: 0.416
2023-07-26 00:22:11,838 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.904, mIoU: 0.415
2023-07-26 00:22:11,853 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.888, mIoU: 0.436
2023-07-26 00:22:11,868 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.890, mIoU: 0.437
2023-07-26 00:22:11,881 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.892, mIoU: 0.435
2023-07-26 00:22:11,894 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.895, mIoU: 0.474
2023-07-26 00:22:11,911 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.890, mIoU: 0.466
2023-07-26 00:22:11,924 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.891, mIoU: 0.466
2023-07-26 00:22:11,937 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.492
2023-07-26 00:22:11,952 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.491
2023-07-26 00:22:11,967 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.892, mIoU: 0.488
2023-07-26 00:22:11,980 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.892, mIoU: 0.488
2023-07-26 00:22:11,995 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.893, mIoU: 0.501
2023-07-26 00:22:12,011 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.894, mIoU: 0.505
2023-07-26 00:22:12,024 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.896, mIoU: 0.510
2023-07-26 00:22:12,037 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.896, mIoU: 0.511
2023-07-26 00:22:12,051 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.511
2023-07-26 00:22:12,067 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.895, mIoU: 0.509
2023-07-26 00:22:12,083 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.504
2023-07-26 00:22:12,098 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.504
2023-07-26 00:22:12,111 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.502
2023-07-26 00:22:12,127 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.502
2023-07-26 00:22:12,142 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.898, mIoU: 0.506
2023-07-26 00:22:12,155 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.897, mIoU: 0.504
2023-07-26 00:22:12,170 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.897, mIoU: 0.504
2023-07-26 00:22:12,187 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.898, mIoU: 0.499
2023-07-26 00:22:12,200 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.500
2023-07-26 00:22:12,215 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.894, mIoU: 0.539
2023-07-26 00:22:12,228 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.894, mIoU: 0.538
2023-07-26 00:22:12,242 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.894, mIoU: 0.531
2023-07-26 00:22:12,255 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.896, mIoU: 0.531
2023-07-26 00:22:12,273 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.897, mIoU: 0.539
2023-07-26 00:22:12,286 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-26 00:22:12,300 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-26 00:22:12,315 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.547
2023-07-26 00:22:12,328 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:12,343 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:12,359 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:12,374 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 00:22:12,388 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 00:22:12,403 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:12,418 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:12,433 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:12,448 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 00:22:12,463 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 00:22:12,472 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.575
2023-07-26 00:22:12,487 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.890, mIoU: 0.577
2023-07-26 00:22:12,504 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-26 00:22:12,517 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 00:22:12,532 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.892, mIoU: 0.580
2023-07-26 00:22:12,547 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-26 00:22:12,562 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 00:22:12,577 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-26 00:22:12,592 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 00:22:12,608 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-26 00:22:12,623 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-26 00:22:12,638 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 00:22:12,651 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 00:22:12,666 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 00:22:12,681 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 00:22:12,696 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.881, mIoU: 0.561
2023-07-26 00:22:12,711 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.882, mIoU: 0.580
2023-07-26 00:22:12,725 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.880, mIoU: 0.578
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2023-07-26 00:22:18,348 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-26 00:22:18,484 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 00:22:18,500 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 00:22:18,516 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 00:22:18,532 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 00:22:18,546 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:22:18,559 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 00:22:18,574 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,590 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:22:18,604 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:22:18,618 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:22:18,635 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 00:22:18,651 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 00:22:18,666 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 00:22:18,678 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 00:22:18,692 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 00:22:18,707 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 00:22:18,722 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 00:22:18,736 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,751 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,764 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,779 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,793 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-26 00:22:18,806 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 00:22:18,820 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 00:22:18,832 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 00:22:18,846 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 00:22:18,859 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 00:22:18,871 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 00:22:18,883 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.894, mIoU: 0.581
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2023-07-26 00:22:18,928 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-26 00:22:18,943 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:18,952 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:18,967 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:18,982 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 00:22:18,998 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 00:22:19,012 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 00:22:19,027 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 00:22:19,040 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 00:22:19,053 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 00:22:19,068 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-26 00:22:19,098 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 00:22:19,123 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-26 00:22:19,151 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 00:22:19,193 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:19,208 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:19,223 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:19,235 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 00:22:19,250 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-26 00:22:19,322 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-26 00:22:19,381 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.896, mIoU: 0.585
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2023-07-26 00:22:19,408 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 00:22:19,702 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 00:22:19,761 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 00:22:19,815 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 00:22:19,830 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 00:22:19,844 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 00:22:19,855 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 00:22:19,870 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.897, mIoU: 0.582
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2023-07-26 00:22:19,941 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.897, mIoU: 0.582
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2023-07-26 00:22:20,001 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.584
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2023-07-26 00:22:20,100 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-26 00:22:20,112 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-26 00:22:20,128 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-26 00:22:20,141 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 00:22:20,155 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 00:22:20,170 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 00:22:20,185 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 00:22:20,200 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 00:22:20,215 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 00:22:20,229 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.585
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2023-07-26 00:22:20,256 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 00:22:20,270 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 00:22:20,285 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.588
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2023-07-26 00:22:20,317 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 00:22:20,332 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 00:22:20,342 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 00:22:20,355 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 00:22:20,370 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 00:22:20,383 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 00:22:20,397 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 00:22:20,410 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.586
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2023-07-26 00:22:20,555 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 00:22:20,570 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.586
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2023-07-26 00:22:21,125 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 00:22:21,136 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,150 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,163 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,174 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,189 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,204 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,219 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,234 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,249 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,264 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:21,276 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,292 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,307 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,323 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,339 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,353 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,369 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:21,382 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:21,394 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:21,407 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 00:22:21,422 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 00:22:21,438 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,451 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,464 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:21,478 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 00:22:21,492 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 00:22:21,507 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 00:22:21,522 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,536 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,549 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,563 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,576 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,590 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,604 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,618 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,634 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,646 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:21,661 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,676 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,688 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,701 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,716 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,731 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,745 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,760 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,771 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,784 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:21,798 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:21,811 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:21,826 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:21,842 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,855 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,870 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,883 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,897 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,912 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,924 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,937 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,952 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:21,967 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:21,981 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:21,996 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,011 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,025 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,039 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,054 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,069 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,086 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,100 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,114 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,128 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,143 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,157 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,170 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,184 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,198 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,211 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,225 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,240 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:22,255 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:22,270 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:22,282 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,293 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,307 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,319 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,331 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,344 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,359 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,372 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,384 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,398 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,413 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,428 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,443 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,456 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,469 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,483 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,498 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,512 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,526 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,538 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:22,551 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,561 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,576 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,591 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,605 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,619 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,630 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,643 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,658 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,672 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:22:22,685 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,700 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,712 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,727 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,740 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,755 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,767 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:22,782 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:22,797 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 00:22:22,810 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 00:22:22,826 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,841 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:22,855 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,870 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:22,885 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,900 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,914 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,928 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,943 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:22,958 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,971 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,983 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:22,996 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,011 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,025 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 00:22:23,040 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:23,055 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:23,066 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,080 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,095 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,109 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,122 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,136 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,150 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,162 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,176 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,191 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,206 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,219 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,231 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,247 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:23,262 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:23,277 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:23,290 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:23,305 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 00:22:23,319 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:23,334 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 00:22:23,349 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,362 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,376 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,389 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,404 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 00:22:23,417 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 00:22:23,430 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,445 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,458 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 00:22:23,473 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,488 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,502 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,516 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,531 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,545 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,558 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,574 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,588 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,603 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,618 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,628 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,642 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,655 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,670 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,685 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,700 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,713 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,728 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,743 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,757 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,773 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,789 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,802 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,817 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:23,831 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,846 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,858 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,873 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:23,888 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,903 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,915 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,929 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,944 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,956 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:23,970 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:23,984 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:23,996 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,010 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,022 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,036 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,051 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,066 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,080 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,095 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,110 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,122 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,135 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:24,150 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,163 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,175 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,190 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,204 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,219 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:22:24,234 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,248 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,261 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,277 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,292 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,305 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,320 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,333 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,348 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,362 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,377 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,392 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,406 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,415 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,430 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,446 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,458 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,472 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,487 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,502 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,514 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,529 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,544 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,559 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 00:22:24,573 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 00:22:24,588 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:22:24,604 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:22:24,619 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:22:24,632 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 00:22:24,647 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 00:22:24,661 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 00:22:24,675 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:22:24,688 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,702 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,717 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,732 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,739 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,752 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:24,764 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,776 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,787 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:24,802 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,816 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,830 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,842 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,854 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,869 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,880 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,895 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:24,907 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:24,922 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,936 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,951 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,965 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 00:22:24,977 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:24,989 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,004 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,018 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,033 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,047 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:25,060 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:25,070 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:25,081 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:22:25,094 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,105 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,120 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,132 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,147 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,162 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,177 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,191 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:22:25,206 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,221 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,235 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,250 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,264 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 00:22:25,278 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 00:22:25,293 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 00:22:25,308 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 00:22:25,320 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,333 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,347 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,360 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,375 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,388 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,402 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,416 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,433 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,448 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,461 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,476 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,491 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,506 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,520 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,533 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,546 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,560 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,575 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:22:25,590 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:22:25,604 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 00:22:25,619 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,634 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:22:25,648 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,663 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,675 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,690 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,700 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,712 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,727 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:22:25,738 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,753 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 00:22:25,767 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:22:25,782 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,797 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,812 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,827 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:25,841 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,853 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,868 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,881 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,896 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,910 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,923 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,938 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,951 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,965 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,980 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:25,995 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,009 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,024 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 00:22:26,037 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 00:22:26,049 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 00:22:26,064 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:26,077 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,090 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,105 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:26,120 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,134 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:26,147 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,160 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,175 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,190 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,205 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,218 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,231 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,246 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,261 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,276 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,291 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,306 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 00:22:26,322 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,336 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,351 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,366 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,380 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,394 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:22:26,409 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,422 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,437 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,451 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,466 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,479 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:22:26,493 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,508 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,523 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,536 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,551 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,566 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:22:26,580 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,595 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,609 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,624 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:22:26,637 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.586
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2023-07-26 00:22:26,844 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:22:26,859 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:22:26,876 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-26 00:22:26,933 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:22:26,947 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-26 00:22:27,000 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-26 00:22:27,029 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-26 00:22:27,112 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 00:22:27,127 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-26 00:22:27,199 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:27,243 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:27,271 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 00:22:27,283 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:27,478 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-26 00:22:27,548 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:22:27,561 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:28,004 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:28,019 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:28,093 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:28,107 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-26 00:22:28,231 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.900, mIoU: 0.592
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2023-07-26 00:22:28,385 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:28,400 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:28,413 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.900, mIoU: 0.592
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2023-07-26 00:22:28,440 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:28,454 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-26 00:22:28,677 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.899, mIoU: 0.589
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2023-07-26 00:22:29,034 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-26 00:22:29,370 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:22:29,383 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-26 00:22:30,359 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:30,771 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.899, mIoU: 0.588
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2023-07-26 00:22:30,914 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.899, mIoU: 0.589
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2023-07-26 00:22:31,349 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-26 00:22:31,610 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:31,623 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-26 00:22:31,652 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 00:22:31,666 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:31,682 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:31,695 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:31,709 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:31,724 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 00:22:31,740 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 00:22:48,436 semantic_segmentation INFO: Iters: 76010/150000 || Lr: 0.010588 || Task Loss: 0.3659 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:35:30 || Estimated Time: 1 day, 12:35:33
2023-07-26 00:23:04,971 semantic_segmentation INFO: Iters: 76020/150000 || Lr: 0.010587 || Task Loss: 0.4946 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:35:47 || Estimated Time: 1 day, 12:35:14
2023-07-26 00:23:21,514 semantic_segmentation INFO: Iters: 76030/150000 || Lr: 0.010585 || Task Loss: 0.3134 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:03 || Estimated Time: 1 day, 12:34:55
2023-07-26 00:23:38,200 semantic_segmentation INFO: Iters: 76040/150000 || Lr: 0.010584 || Task Loss: 0.5240 || KD Loss: 0.1627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:20 || Estimated Time: 1 day, 12:34:36
2023-07-26 00:23:54,743 semantic_segmentation INFO: Iters: 76050/150000 || Lr: 0.010583 || Task Loss: 0.6489 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:37 || Estimated Time: 1 day, 12:34:17
2023-07-26 00:24:11,371 semantic_segmentation INFO: Iters: 76060/150000 || Lr: 0.010581 || Task Loss: 0.4687 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:53 || Estimated Time: 1 day, 12:33:58
2023-07-26 00:24:28,042 semantic_segmentation INFO: Iters: 76070/150000 || Lr: 0.010580 || Task Loss: 0.6050 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:10 || Estimated Time: 1 day, 12:33:39
2023-07-26 00:24:44,904 semantic_segmentation INFO: Iters: 76080/150000 || Lr: 0.010579 || Task Loss: 0.5908 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:27 || Estimated Time: 1 day, 12:33:21
2023-07-26 00:25:01,596 semantic_segmentation INFO: Iters: 76090/150000 || Lr: 0.010578 || Task Loss: 0.4085 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:43 || Estimated Time: 1 day, 12:33:02
2023-07-26 00:25:18,237 semantic_segmentation INFO: Iters: 76100/150000 || Lr: 0.010576 || Task Loss: 0.5542 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:00 || Estimated Time: 1 day, 12:32:43
2023-07-26 00:25:34,865 semantic_segmentation INFO: Iters: 76110/150000 || Lr: 0.010575 || Task Loss: 0.5608 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:17 || Estimated Time: 1 day, 12:32:24
2023-07-26 00:25:51,604 semantic_segmentation INFO: Iters: 76120/150000 || Lr: 0.010574 || Task Loss: 0.6218 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:33 || Estimated Time: 1 day, 12:32:05
2023-07-26 00:26:08,208 semantic_segmentation INFO: Iters: 76130/150000 || Lr: 0.010572 || Task Loss: 0.4476 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:50 || Estimated Time: 1 day, 12:31:46
2023-07-26 00:26:24,811 semantic_segmentation INFO: Iters: 76140/150000 || Lr: 0.010571 || Task Loss: 0.7446 || KD Loss: 0.2698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:07 || Estimated Time: 1 day, 12:31:27
2023-07-26 00:26:41,436 semantic_segmentation INFO: Iters: 76150/150000 || Lr: 0.010570 || Task Loss: 0.5691 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:23 || Estimated Time: 1 day, 12:31:08
2023-07-26 00:26:58,176 semantic_segmentation INFO: Iters: 76160/150000 || Lr: 0.010569 || Task Loss: 0.4053 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:40 || Estimated Time: 1 day, 12:30:49
2023-07-26 00:27:14,807 semantic_segmentation INFO: Iters: 76170/150000 || Lr: 0.010567 || Task Loss: 0.5317 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:57 || Estimated Time: 1 day, 12:30:30
2023-07-26 00:27:31,493 semantic_segmentation INFO: Iters: 76180/150000 || Lr: 0.010566 || Task Loss: 0.4024 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:13 || Estimated Time: 1 day, 12:30:12
2023-07-26 00:27:48,160 semantic_segmentation INFO: Iters: 76190/150000 || Lr: 0.010565 || Task Loss: 0.3516 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:30 || Estimated Time: 1 day, 12:29:53
2023-07-26 00:28:04,873 semantic_segmentation INFO: Iters: 76200/150000 || Lr: 0.010563 || Task Loss: 0.5016 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:47 || Estimated Time: 1 day, 12:29:34
2023-07-26 00:28:21,509 semantic_segmentation INFO: Iters: 76210/150000 || Lr: 0.010562 || Task Loss: 0.4914 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:03 || Estimated Time: 1 day, 12:29:15
2023-07-26 00:28:38,114 semantic_segmentation INFO: Iters: 76220/150000 || Lr: 0.010561 || Task Loss: 0.4727 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:20 || Estimated Time: 1 day, 12:28:56
2023-07-26 00:28:54,700 semantic_segmentation INFO: Iters: 76230/150000 || Lr: 0.010560 || Task Loss: 0.5222 || KD Loss: 0.1807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:36 || Estimated Time: 1 day, 12:28:37
2023-07-26 00:29:11,303 semantic_segmentation INFO: Iters: 76240/150000 || Lr: 0.010558 || Task Loss: 0.5395 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:53 || Estimated Time: 1 day, 12:28:18
2023-07-26 00:29:27,860 semantic_segmentation INFO: Iters: 76250/150000 || Lr: 0.010557 || Task Loss: 1.0424 || KD Loss: 0.3470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:10 || Estimated Time: 1 day, 12:27:59
2023-07-26 00:29:44,421 semantic_segmentation INFO: Iters: 76260/150000 || Lr: 0.010556 || Task Loss: 0.4459 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:26 || Estimated Time: 1 day, 12:27:40
2023-07-26 00:30:01,060 semantic_segmentation INFO: Iters: 76270/150000 || Lr: 0.010554 || Task Loss: 0.5262 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:43 || Estimated Time: 1 day, 12:27:21
2023-07-26 00:30:17,641 semantic_segmentation INFO: Iters: 76280/150000 || Lr: 0.010553 || Task Loss: 0.5155 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:59 || Estimated Time: 1 day, 12:27:02
2023-07-26 00:30:34,231 semantic_segmentation INFO: Iters: 76290/150000 || Lr: 0.010552 || Task Loss: 0.6807 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:16 || Estimated Time: 1 day, 12:26:43
2023-07-26 00:30:50,799 semantic_segmentation INFO: Iters: 76300/150000 || Lr: 0.010551 || Task Loss: 0.4317 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:33 || Estimated Time: 1 day, 12:26:24
2023-07-26 00:31:07,406 semantic_segmentation INFO: Iters: 76310/150000 || Lr: 0.010549 || Task Loss: 0.6592 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:49 || Estimated Time: 1 day, 12:26:05
2023-07-26 00:31:24,009 semantic_segmentation INFO: Iters: 76320/150000 || Lr: 0.010548 || Task Loss: 0.8000 || KD Loss: 0.2260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:06 || Estimated Time: 1 day, 12:25:46
2023-07-26 00:31:40,602 semantic_segmentation INFO: Iters: 76330/150000 || Lr: 0.010547 || Task Loss: 0.4457 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:22 || Estimated Time: 1 day, 12:25:27
2023-07-26 00:31:57,114 semantic_segmentation INFO: Iters: 76340/150000 || Lr: 0.010545 || Task Loss: 0.7626 || KD Loss: 0.2067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:39 || Estimated Time: 1 day, 12:25:08
2023-07-26 00:32:13,622 semantic_segmentation INFO: Iters: 76350/150000 || Lr: 0.010544 || Task Loss: 0.6242 || KD Loss: 0.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:55 || Estimated Time: 1 day, 12:24:49
2023-07-26 00:32:30,312 semantic_segmentation INFO: Iters: 76360/150000 || Lr: 0.010543 || Task Loss: 0.5096 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:12 || Estimated Time: 1 day, 12:24:30
2023-07-26 00:32:46,962 semantic_segmentation INFO: Iters: 76370/150000 || Lr: 0.010542 || Task Loss: 0.4511 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:29 || Estimated Time: 1 day, 12:24:11
2023-07-26 00:33:03,558 semantic_segmentation INFO: Iters: 76380/150000 || Lr: 0.010540 || Task Loss: 0.4419 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:45 || Estimated Time: 1 day, 12:23:52
2023-07-26 00:33:20,125 semantic_segmentation INFO: Iters: 76390/150000 || Lr: 0.010539 || Task Loss: 0.5482 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:02 || Estimated Time: 1 day, 12:23:33
2023-07-26 00:33:36,896 semantic_segmentation INFO: Iters: 76400/150000 || Lr: 0.010538 || Task Loss: 0.5660 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:19 || Estimated Time: 1 day, 12:23:15
2023-07-26 00:33:53,458 semantic_segmentation INFO: Iters: 76410/150000 || Lr: 0.010536 || Task Loss: 0.4338 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:35 || Estimated Time: 1 day, 12:22:56
2023-07-26 00:34:10,120 semantic_segmentation INFO: Iters: 76420/150000 || Lr: 0.010535 || Task Loss: 0.5107 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:52 || Estimated Time: 1 day, 12:22:37
2023-07-26 00:34:26,678 semantic_segmentation INFO: Iters: 76430/150000 || Lr: 0.010534 || Task Loss: 0.4660 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:08 || Estimated Time: 1 day, 12:22:18
2023-07-26 00:34:43,388 semantic_segmentation INFO: Iters: 76440/150000 || Lr: 0.010532 || Task Loss: 0.4364 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:25 || Estimated Time: 1 day, 12:21:59
2023-07-26 00:34:59,972 semantic_segmentation INFO: Iters: 76450/150000 || Lr: 0.010531 || Task Loss: 0.5061 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:42 || Estimated Time: 1 day, 12:21:40
2023-07-26 00:35:16,637 semantic_segmentation INFO: Iters: 76460/150000 || Lr: 0.010530 || Task Loss: 0.5757 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:58 || Estimated Time: 1 day, 12:21:21
2023-07-26 00:35:33,220 semantic_segmentation INFO: Iters: 76470/150000 || Lr: 0.010529 || Task Loss: 0.4709 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:15 || Estimated Time: 1 day, 12:21:02
2023-07-26 00:35:49,845 semantic_segmentation INFO: Iters: 76480/150000 || Lr: 0.010527 || Task Loss: 0.6376 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:32 || Estimated Time: 1 day, 12:20:43
2023-07-26 00:36:06,420 semantic_segmentation INFO: Iters: 76490/150000 || Lr: 0.010526 || Task Loss: 0.5653 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:48 || Estimated Time: 1 day, 12:20:24
2023-07-26 00:36:23,021 semantic_segmentation INFO: Iters: 76500/150000 || Lr: 0.010525 || Task Loss: 0.6009 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:05 || Estimated Time: 1 day, 12:20:05
2023-07-26 00:36:39,737 semantic_segmentation INFO: Iters: 76510/150000 || Lr: 0.010523 || Task Loss: 0.5438 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:22 || Estimated Time: 1 day, 12:19:46
2023-07-26 00:36:56,342 semantic_segmentation INFO: Iters: 76520/150000 || Lr: 0.010522 || Task Loss: 0.8043 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:38 || Estimated Time: 1 day, 12:19:27
2023-07-26 00:37:12,995 semantic_segmentation INFO: Iters: 76530/150000 || Lr: 0.010521 || Task Loss: 0.5544 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:55 || Estimated Time: 1 day, 12:19:09
2023-07-26 00:37:29,559 semantic_segmentation INFO: Iters: 76540/150000 || Lr: 0.010520 || Task Loss: 0.5534 || KD Loss: 0.2171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:11 || Estimated Time: 1 day, 12:18:50
2023-07-26 00:37:46,156 semantic_segmentation INFO: Iters: 76550/150000 || Lr: 0.010518 || Task Loss: 0.3634 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:28 || Estimated Time: 1 day, 12:18:31
2023-07-26 00:38:02,753 semantic_segmentation INFO: Iters: 76560/150000 || Lr: 0.010517 || Task Loss: 0.5403 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:45 || Estimated Time: 1 day, 12:18:12
2023-07-26 00:38:19,332 semantic_segmentation INFO: Iters: 76570/150000 || Lr: 0.010516 || Task Loss: 0.4896 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:01 || Estimated Time: 1 day, 12:17:53
2023-07-26 00:38:35,986 semantic_segmentation INFO: Iters: 76580/150000 || Lr: 0.010514 || Task Loss: 0.6742 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:18 || Estimated Time: 1 day, 12:17:34
2023-07-26 00:38:52,583 semantic_segmentation INFO: Iters: 76590/150000 || Lr: 0.010513 || Task Loss: 0.4717 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:34 || Estimated Time: 1 day, 12:17:15
2023-07-26 00:39:09,239 semantic_segmentation INFO: Iters: 76600/150000 || Lr: 0.010512 || Task Loss: 0.4401 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:51 || Estimated Time: 1 day, 12:16:56
2023-07-26 00:39:25,710 semantic_segmentation INFO: Iters: 76610/150000 || Lr: 0.010511 || Task Loss: 0.4237 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:07 || Estimated Time: 1 day, 12:16:37
2023-07-26 00:39:42,289 semantic_segmentation INFO: Iters: 76620/150000 || Lr: 0.010509 || Task Loss: 0.5037 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:24 || Estimated Time: 1 day, 12:16:18
2023-07-26 00:39:58,877 semantic_segmentation INFO: Iters: 76630/150000 || Lr: 0.010508 || Task Loss: 0.4625 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:41 || Estimated Time: 1 day, 12:15:59
2023-07-26 00:40:15,472 semantic_segmentation INFO: Iters: 76640/150000 || Lr: 0.010507 || Task Loss: 0.5169 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:57 || Estimated Time: 1 day, 12:15:40
2023-07-26 00:40:32,062 semantic_segmentation INFO: Iters: 76650/150000 || Lr: 0.010505 || Task Loss: 0.6964 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:14 || Estimated Time: 1 day, 12:15:21
2023-07-26 00:40:48,737 semantic_segmentation INFO: Iters: 76660/150000 || Lr: 0.010504 || Task Loss: 0.4861 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:31 || Estimated Time: 1 day, 12:15:02
2023-07-26 00:41:05,363 semantic_segmentation INFO: Iters: 76670/150000 || Lr: 0.010503 || Task Loss: 0.7410 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:47 || Estimated Time: 1 day, 12:14:43
2023-07-26 00:41:21,996 semantic_segmentation INFO: Iters: 76680/150000 || Lr: 0.010502 || Task Loss: 0.4757 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:04 || Estimated Time: 1 day, 12:14:24
2023-07-26 00:41:38,601 semantic_segmentation INFO: Iters: 76690/150000 || Lr: 0.010500 || Task Loss: 0.5265 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:20 || Estimated Time: 1 day, 12:14:06
2023-07-26 00:41:55,209 semantic_segmentation INFO: Iters: 76700/150000 || Lr: 0.010499 || Task Loss: 0.4202 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:37 || Estimated Time: 1 day, 12:13:47
2023-07-26 00:42:11,789 semantic_segmentation INFO: Iters: 76710/150000 || Lr: 0.010498 || Task Loss: 0.4453 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:54 || Estimated Time: 1 day, 12:13:28
2023-07-26 00:42:28,381 semantic_segmentation INFO: Iters: 76720/150000 || Lr: 0.010496 || Task Loss: 0.5275 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:10 || Estimated Time: 1 day, 12:13:09
2023-07-26 00:42:45,000 semantic_segmentation INFO: Iters: 76730/150000 || Lr: 0.010495 || Task Loss: 0.9135 || KD Loss: 0.2775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:27 || Estimated Time: 1 day, 12:12:50
2023-07-26 00:43:01,658 semantic_segmentation INFO: Iters: 76740/150000 || Lr: 0.010494 || Task Loss: 0.4161 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:43 || Estimated Time: 1 day, 12:12:31
2023-07-26 00:43:18,266 semantic_segmentation INFO: Iters: 76750/150000 || Lr: 0.010493 || Task Loss: 0.4729 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:00 || Estimated Time: 1 day, 12:12:12
2023-07-26 00:43:34,929 semantic_segmentation INFO: Iters: 76760/150000 || Lr: 0.010491 || Task Loss: 0.5122 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:17 || Estimated Time: 1 day, 12:11:53
2023-07-26 00:43:51,521 semantic_segmentation INFO: Iters: 76770/150000 || Lr: 0.010490 || Task Loss: 0.5359 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:33 || Estimated Time: 1 day, 12:11:34
2023-07-26 00:44:08,119 semantic_segmentation INFO: Iters: 76780/150000 || Lr: 0.010489 || Task Loss: 0.8008 || KD Loss: 0.2481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:50 || Estimated Time: 1 day, 12:11:15
2023-07-26 00:44:24,815 semantic_segmentation INFO: Iters: 76790/150000 || Lr: 0.010487 || Task Loss: 0.5736 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:07 || Estimated Time: 1 day, 12:10:56
2023-07-26 00:44:41,904 semantic_segmentation INFO: Iters: 76800/150000 || Lr: 0.010486 || Task Loss: 0.4232 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:24 || Estimated Time: 1 day, 12:10:38
2023-07-26 00:44:42,029 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 00:44:42,414 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.091
2023-07-26 00:44:42,426 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.133
2023-07-26 00:44:42,447 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.137
2023-07-26 00:44:42,460 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.137
2023-07-26 00:44:42,473 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.202
2023-07-26 00:44:42,485 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.248
2023-07-26 00:44:42,499 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.286
2023-07-26 00:44:42,512 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.292
2023-07-26 00:44:42,524 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.321
2023-07-26 00:44:42,538 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.363
2023-07-26 00:44:42,551 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.925, mIoU: 0.365
2023-07-26 00:44:42,565 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.928, mIoU: 0.376
2023-07-26 00:44:42,577 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.889, mIoU: 0.352
2023-07-26 00:44:42,590 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.889, mIoU: 0.340
2023-07-26 00:44:42,604 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.886, mIoU: 0.326
2023-07-26 00:44:42,616 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.890, mIoU: 0.322
2023-07-26 00:44:42,627 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.883, mIoU: 0.315
2023-07-26 00:44:42,639 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.875, mIoU: 0.310
2023-07-26 00:44:42,653 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.878, mIoU: 0.317
2023-07-26 00:44:42,668 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.882, mIoU: 0.350
2023-07-26 00:44:42,682 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.887, mIoU: 0.356
2023-07-26 00:44:42,696 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.890, mIoU: 0.367
2023-07-26 00:44:42,710 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.887, mIoU: 0.388
2023-07-26 00:44:42,725 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.885, mIoU: 0.371
2023-07-26 00:44:42,740 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.887, mIoU: 0.384
2023-07-26 00:44:42,754 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.885, mIoU: 0.387
2023-07-26 00:44:42,768 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.887, mIoU: 0.388
2023-07-26 00:44:42,779 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.889, mIoU: 0.388
2023-07-26 00:44:42,793 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.885, mIoU: 0.380
2023-07-26 00:44:42,808 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.889, mIoU: 0.380
2023-07-26 00:44:42,821 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.892, mIoU: 0.382
2023-07-26 00:44:42,836 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.893, mIoU: 0.380
2023-07-26 00:44:42,851 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.896, mIoU: 0.389
2023-07-26 00:44:42,865 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.897, mIoU: 0.388
2023-07-26 00:44:42,880 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.886, mIoU: 0.412
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2023-07-26 00:44:42,906 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.890, mIoU: 0.414
2023-07-26 00:44:42,918 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.455
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2023-07-26 00:44:43,014 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.892, mIoU: 0.480
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2023-07-26 00:44:43,116 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.895, mIoU: 0.481
2023-07-26 00:44:43,129 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.477
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2023-07-26 00:44:43,159 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.896, mIoU: 0.482
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2023-07-26 00:44:43,205 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.898, mIoU: 0.477
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2023-07-26 00:44:43,232 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.889, mIoU: 0.474
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2023-07-26 00:44:43,303 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.894, mIoU: 0.493
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2023-07-26 00:44:43,333 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.896, mIoU: 0.494
2023-07-26 00:44:43,345 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.896, mIoU: 0.525
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2023-07-26 00:44:48,442 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.892, mIoU: 0.561
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2023-07-26 00:44:48,731 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.892, mIoU: 0.559
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2023-07-26 00:44:48,768 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 00:44:48,781 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 00:44:48,795 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 00:44:48,809 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.892, mIoU: 0.558
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2023-07-26 00:44:48,867 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.892, mIoU: 0.558
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2023-07-26 00:44:48,911 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.893, mIoU: 0.559
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2023-07-26 00:44:48,938 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.893, mIoU: 0.560
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2023-07-26 00:44:49,009 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.893, mIoU: 0.562
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2023-07-26 00:44:49,050 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 00:44:49,063 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 00:44:49,077 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-26 00:44:49,102 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 00:44:49,116 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 00:44:49,130 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 00:44:49,144 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 00:44:49,158 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 00:44:49,169 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 00:44:49,182 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 00:44:49,196 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-26 00:44:49,265 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 00:44:49,280 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 00:44:49,295 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.896, mIoU: 0.572
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2023-07-26 00:44:49,333 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.896, mIoU: 0.573
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2023-07-26 00:44:49,388 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 00:44:49,403 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.897, mIoU: 0.574
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2023-07-26 00:44:49,431 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 00:44:49,447 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-26 00:44:49,477 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 00:44:49,490 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-26 00:44:49,502 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 00:44:49,517 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-26 00:44:49,575 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-26 00:44:49,661 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 00:44:49,676 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 00:44:49,691 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 00:44:49,704 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 00:44:49,718 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 00:44:49,733 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 00:44:49,746 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.897, mIoU: 0.580
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2023-07-26 00:44:49,772 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 00:44:49,787 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 00:44:49,800 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 00:44:49,811 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 00:44:49,823 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 00:44:49,837 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 00:44:49,851 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 00:44:49,866 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 00:44:49,880 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 00:44:49,888 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 00:44:49,903 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 00:44:49,918 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 00:44:49,933 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 00:44:49,947 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 00:44:49,962 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 00:44:49,975 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 00:44:49,989 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 00:44:50,004 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.898, mIoU: 0.587
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2023-07-26 00:44:50,034 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.899, mIoU: 0.587
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2023-07-26 00:44:50,117 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 00:44:50,132 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-26 00:44:50,191 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 00:44:50,205 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 00:44:50,316 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 00:44:50,641 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 00:44:51,190 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,204 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,219 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,236 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,251 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 00:44:51,265 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 00:44:51,275 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 00:44:51,288 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 00:44:51,302 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 00:44:51,315 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 00:44:51,329 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 00:44:51,341 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 00:44:51,354 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,368 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,384 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,398 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,414 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,426 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,440 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,453 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,467 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,482 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,496 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 00:44:51,511 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,525 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,540 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,552 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,567 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 00:44:51,581 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 00:44:51,594 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 00:44:51,607 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 00:44:51,620 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,636 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,650 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 00:44:51,663 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 00:44:51,678 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 00:44:51,693 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:44:51,707 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:44:51,720 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 00:44:51,732 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:44:51,740 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:44:51,754 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 00:44:51,769 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:44:51,783 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 00:44:51,799 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 00:44:51,813 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,828 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,843 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,857 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,870 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,884 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,898 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 00:44:51,913 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:44:51,927 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:44:51,939 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:44:51,952 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:44:51,965 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 00:44:51,978 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 00:44:51,991 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:44:52,004 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:44:52,017 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 00:44:52,031 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:44:52,046 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:44:52,058 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:44:52,072 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,085 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,096 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,111 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,125 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,140 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,154 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,169 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,183 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,196 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,211 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,226 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,242 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,257 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,272 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,287 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,300 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,313 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,325 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,340 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,355 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,368 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,380 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:44:52,395 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:44:52,409 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:44:52,423 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:44:52,439 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 00:44:52,453 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,467 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,482 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,495 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,509 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,524 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,538 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,554 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,567 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,582 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,597 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,610 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,622 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,637 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,652 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 00:44:52,667 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,681 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:52,692 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,705 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,719 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,731 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,745 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,761 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:52,774 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:52,788 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:52,800 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:52,814 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:52,829 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,842 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,855 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,870 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:52,885 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,898 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,912 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:52,927 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,941 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,953 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:52,968 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:52,983 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:52,999 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,013 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,027 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,040 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,055 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,068 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,081 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,095 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,110 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,123 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,138 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,153 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 00:44:53,168 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,184 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,196 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,208 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,222 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,236 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,248 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,261 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,276 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,289 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,301 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,315 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,331 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,345 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,360 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,373 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,386 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,400 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 00:44:53,414 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:53,429 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:53,443 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:53,456 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:53,469 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,480 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,495 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,510 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,524 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,537 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,548 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,561 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,575 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,590 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,602 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,617 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:53,630 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,644 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,657 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,672 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,684 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:53,699 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:53,713 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:53,726 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:53,741 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,756 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,770 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,785 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,799 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,814 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,828 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,842 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:53,856 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:53,870 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:53,883 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,896 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:53,909 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:53,924 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:53,937 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,953 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,968 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,979 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:53,992 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,008 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,022 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,035 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,049 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,064 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,077 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,091 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,106 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,121 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,133 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,145 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,161 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,176 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,191 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,204 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,218 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 00:44:54,233 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,248 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,262 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,275 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,290 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,303 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,317 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,331 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,344 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,359 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,372 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,386 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,401 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:54,415 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,429 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,443 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,457 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,470 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 00:44:54,486 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,501 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,516 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,531 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,540 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,554 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,567 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,581 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,596 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,611 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,624 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,638 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,653 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,666 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,682 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,697 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,710 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,725 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,740 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,755 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,768 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 00:44:54,782 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:54,797 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,812 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,824 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,839 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,853 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,866 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,880 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,894 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,907 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:54,921 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,933 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,947 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,962 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,976 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:54,990 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,005 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,019 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,032 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,044 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,059 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,071 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,084 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,099 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,114 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,129 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,144 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,157 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,170 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,186 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,201 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,214 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,228 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,241 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,257 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,271 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,286 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,300 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,314 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,323 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,338 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,353 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,366 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,379 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,394 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,408 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,420 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,434 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,448 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,463 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,477 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,492 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 00:44:55,509 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,524 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,537 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,552 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,567 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,582 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 00:44:55,595 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,609 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,625 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,640 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 00:44:55,647 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,660 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,673 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,685 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 00:44:55,696 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,711 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,724 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,739 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 00:44:55,750 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:55,762 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:55,777 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:55,788 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:55,802 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:55,815 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:55,829 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:55,843 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:55,857 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:55,872 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 00:44:55,882 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 00:44:55,895 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:55,910 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:55,925 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:55,940 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:55,955 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:55,968 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:55,978 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:55,989 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,002 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,014 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,028 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,041 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,056 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:56,072 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:56,087 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:56,101 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,115 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:56,130 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:56,144 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,159 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,173 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,187 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,202 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,217 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,229 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,242 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,257 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,269 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,284 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,297 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,311 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,325 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,342 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,357 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,370 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,385 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,399 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,414 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,428 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,440 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,453 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,467 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 00:44:56,482 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,496 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,510 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,526 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 00:44:56,541 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 00:44:56,555 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 00:44:56,570 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,583 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,598 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 00:44:56,608 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 00:44:56,621 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 00:44:56,636 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 00:44:56,647 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 00:44:56,662 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 00:44:56,676 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 00:44:56,691 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 00:44:56,706 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,721 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,735 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,749 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,762 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,777 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,789 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,804 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,818 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,831 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,845 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,858 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 00:44:56,872 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,886 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 00:44:56,901 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:56,915 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:56,930 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,943 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,955 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 00:44:56,970 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 00:44:56,983 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:56,996 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,011 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,026 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,040 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,053 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,065 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,080 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,095 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,110 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,123 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,136 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,150 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,165 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,180 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,195 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,209 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,224 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,238 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,252 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,267 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,282 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 00:44:57,296 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,311 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,323 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,338 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,352 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,367 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,379 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 00:44:57,393 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,407 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,422 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,435 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 00:44:57,449 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,463 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,477 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,491 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,506 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,520 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,532 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,546 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,561 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,574 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,589 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,601 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,609 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,624 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,638 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,651 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:57,666 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,680 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,693 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:57,705 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:57,720 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:57,734 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 00:44:57,748 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:57,765 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.904, mIoU: 0.596
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2023-07-26 00:44:57,795 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 00:44:57,810 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,822 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,837 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,852 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,866 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,878 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 00:44:57,891 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,906 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 00:44:57,935 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 00:44:57,962 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,976 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:57,990 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:58,003 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 00:44:58,017 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,032 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,047 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,061 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,073 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,088 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 00:44:58,103 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 00:44:58,132 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 00:44:58,173 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 00:44:58,228 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 00:44:58,450 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 00:44:58,575 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 00:44:58,590 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 00:44:59,276 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 00:44:59,304 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 00:44:59,316 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 00:44:59,331 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 00:44:59,345 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,360 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,373 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,388 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,400 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,412 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,427 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,441 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,455 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,469 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,484 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,496 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,511 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,524 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,538 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,552 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,564 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,576 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:44:59,593 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,608 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,623 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,636 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,650 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,665 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:44:59,680 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,693 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,706 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,721 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,736 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,751 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,765 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,780 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,795 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,808 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,821 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,835 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,848 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,862 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,876 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,890 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,903 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:44:59,917 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:44:59,931 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:44:59,945 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:44:59,958 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:44:59,972 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:44:59,986 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,001 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,015 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,031 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,046 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,058 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,071 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,086 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,101 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,114 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,129 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,145 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,159 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,174 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,188 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,203 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,217 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,230 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,242 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,255 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,268 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,280 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,295 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,309 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,321 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,334 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,348 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,360 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,373 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,388 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,403 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,418 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,433 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,447 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,462 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:00,477 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,490 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,506 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,521 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,536 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,549 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,564 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,579 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,594 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,609 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,621 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,636 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,650 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,664 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,678 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,690 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,704 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,719 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,733 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,747 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,761 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,775 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,790 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,800 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,814 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,826 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,838 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,855 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,870 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,884 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,896 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,908 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,922 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,937 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,950 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:00,965 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:00,979 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:00,992 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,006 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:45:01,021 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,034 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,048 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:01,063 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,076 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,090 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 00:45:01,101 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,117 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 00:45:01,131 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 00:45:01,146 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,160 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,173 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,186 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,200 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 00:45:01,214 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,228 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,240 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,253 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,267 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,282 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,296 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,308 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,322 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,338 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,353 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,367 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,382 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,389 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,404 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,416 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,429 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,443 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,458 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 00:45:01,472 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,488 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,503 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,517 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 00:45:01,532 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 00:45:01,545 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 00:45:01,559 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 00:45:01,575 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 00:45:01,589 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,605 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,619 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,635 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 00:45:01,648 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,662 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,677 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 00:45:01,691 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,704 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 00:45:01,717 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 00:45:01,731 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 00:45:01,745 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 00:45:01,760 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 00:45:01,774 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 00:45:01,788 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 00:45:01,802 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 00:45:01,817 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 00:45:01,829 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,844 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,856 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:01,870 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:01,885 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:01,900 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:01,914 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,927 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,941 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,955 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,970 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,984 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:01,999 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,014 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,028 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,041 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,056 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,069 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,084 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,099 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,113 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,128 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,143 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,157 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,166 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,181 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,193 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,208 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 00:45:02,222 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,237 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,252 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,264 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,273 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,289 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,303 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,317 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,330 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,344 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,358 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,371 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,385 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,399 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,412 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,426 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,438 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,452 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,466 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,481 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,493 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,507 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,522 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 00:45:02,536 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 00:45:02,551 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,564 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,577 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,592 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 00:45:02,608 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 00:45:19,291 semantic_segmentation INFO: Iters: 76810/150000 || Lr: 0.010485 || Task Loss: 0.7255 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:01 || Estimated Time: 1 day, 12:10:39
2023-07-26 00:45:35,757 semantic_segmentation INFO: Iters: 76820/150000 || Lr: 0.010484 || Task Loss: 0.4733 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:18 || Estimated Time: 1 day, 12:10:20
2023-07-26 00:45:52,370 semantic_segmentation INFO: Iters: 76830/150000 || Lr: 0.010482 || Task Loss: 0.4818 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:34 || Estimated Time: 1 day, 12:10:01
2023-07-26 00:46:08,940 semantic_segmentation INFO: Iters: 76840/150000 || Lr: 0.010481 || Task Loss: 0.4870 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:51 || Estimated Time: 1 day, 12:09:42
2023-07-26 00:46:25,547 semantic_segmentation INFO: Iters: 76850/150000 || Lr: 0.010480 || Task Loss: 0.3709 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:59:07 || Estimated Time: 1 day, 12:09:23
2023-07-26 00:46:42,130 semantic_segmentation INFO: Iters: 76860/150000 || Lr: 0.010478 || Task Loss: 0.3461 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:59:24 || Estimated Time: 1 day, 12:09:04
2023-07-26 00:46:58,823 semantic_segmentation INFO: Iters: 76870/150000 || Lr: 0.010477 || Task Loss: 0.4504 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:59:41 || Estimated Time: 1 day, 12:08:45
2023-07-26 00:47:15,447 semantic_segmentation INFO: Iters: 76880/150000 || Lr: 0.010476 || Task Loss: 0.6720 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:59:57 || Estimated Time: 1 day, 12:08:26
2023-07-26 00:47:32,108 semantic_segmentation INFO: Iters: 76890/150000 || Lr: 0.010474 || Task Loss: 0.4945 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:14 || Estimated Time: 1 day, 12:08:07
2023-07-26 00:47:48,776 semantic_segmentation INFO: Iters: 76900/150000 || Lr: 0.010473 || Task Loss: 0.5313 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:31 || Estimated Time: 1 day, 12:07:49
2023-07-26 00:48:05,386 semantic_segmentation INFO: Iters: 76910/150000 || Lr: 0.010472 || Task Loss: 0.5076 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:47 || Estimated Time: 1 day, 12:07:30
2023-07-26 00:48:22,058 semantic_segmentation INFO: Iters: 76920/150000 || Lr: 0.010471 || Task Loss: 0.7039 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:04 || Estimated Time: 1 day, 12:07:11
2023-07-26 00:48:38,642 semantic_segmentation INFO: Iters: 76930/150000 || Lr: 0.010469 || Task Loss: 0.5930 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:20 || Estimated Time: 1 day, 12:06:52
2023-07-26 00:48:55,251 semantic_segmentation INFO: Iters: 76940/150000 || Lr: 0.010468 || Task Loss: 0.6543 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:37 || Estimated Time: 1 day, 12:06:33
2023-07-26 00:49:11,832 semantic_segmentation INFO: Iters: 76950/150000 || Lr: 0.010467 || Task Loss: 0.3581 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:54 || Estimated Time: 1 day, 12:06:14
2023-07-26 00:49:28,437 semantic_segmentation INFO: Iters: 76960/150000 || Lr: 0.010465 || Task Loss: 0.5827 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:10 || Estimated Time: 1 day, 12:05:55
2023-07-26 00:49:45,205 semantic_segmentation INFO: Iters: 76970/150000 || Lr: 0.010464 || Task Loss: 0.4318 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:27 || Estimated Time: 1 day, 12:05:36
2023-07-26 00:50:01,805 semantic_segmentation INFO: Iters: 76980/150000 || Lr: 0.010463 || Task Loss: 0.4592 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:44 || Estimated Time: 1 day, 12:05:17
2023-07-26 00:50:18,424 semantic_segmentation INFO: Iters: 76990/150000 || Lr: 0.010462 || Task Loss: 0.6049 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:00 || Estimated Time: 1 day, 12:04:58
2023-07-26 00:50:35,154 semantic_segmentation INFO: Iters: 77000/150000 || Lr: 0.010460 || Task Loss: 0.4790 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:17 || Estimated Time: 1 day, 12:04:40
2023-07-26 00:50:51,782 semantic_segmentation INFO: Iters: 77010/150000 || Lr: 0.010459 || Task Loss: 0.4351 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:34 || Estimated Time: 1 day, 12:04:21
2023-07-26 00:51:08,463 semantic_segmentation INFO: Iters: 77020/150000 || Lr: 0.010458 || Task Loss: 0.4278 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:50 || Estimated Time: 1 day, 12:04:02
2023-07-26 00:51:25,152 semantic_segmentation INFO: Iters: 77030/150000 || Lr: 0.010456 || Task Loss: 0.6486 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:04:07 || Estimated Time: 1 day, 12:03:43
2023-07-26 00:51:41,753 semantic_segmentation INFO: Iters: 77040/150000 || Lr: 0.010455 || Task Loss: 0.5948 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:04:24 || Estimated Time: 1 day, 12:03:24
2023-07-26 00:51:58,343 semantic_segmentation INFO: Iters: 77050/150000 || Lr: 0.010454 || Task Loss: 0.5378 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:04:40 || Estimated Time: 1 day, 12:03:05
2023-07-26 00:52:14,929 semantic_segmentation INFO: Iters: 77060/150000 || Lr: 0.010453 || Task Loss: 0.5320 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:04:57 || Estimated Time: 1 day, 12:02:46
2023-07-26 00:52:31,649 semantic_segmentation INFO: Iters: 77070/150000 || Lr: 0.010451 || Task Loss: 0.3659 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:13 || Estimated Time: 1 day, 12:02:28
2023-07-26 00:52:48,244 semantic_segmentation INFO: Iters: 77080/150000 || Lr: 0.010450 || Task Loss: 0.7238 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:30 || Estimated Time: 1 day, 12:02:09
2023-07-26 00:53:04,889 semantic_segmentation INFO: Iters: 77090/150000 || Lr: 0.010449 || Task Loss: 0.6306 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:47 || Estimated Time: 1 day, 12:01:50
2023-07-26 00:53:21,483 semantic_segmentation INFO: Iters: 77100/150000 || Lr: 0.010447 || Task Loss: 0.5578 || KD Loss: 0.1665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:03 || Estimated Time: 1 day, 12:01:31
2023-07-26 00:53:38,061 semantic_segmentation INFO: Iters: 77110/150000 || Lr: 0.010446 || Task Loss: 0.4070 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:20 || Estimated Time: 1 day, 12:01:12
2023-07-26 00:53:54,678 semantic_segmentation INFO: Iters: 77120/150000 || Lr: 0.010445 || Task Loss: 0.5504 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:36 || Estimated Time: 1 day, 12:00:53
2023-07-26 00:54:11,253 semantic_segmentation INFO: Iters: 77130/150000 || Lr: 0.010444 || Task Loss: 0.2921 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:53 || Estimated Time: 1 day, 12:00:34
2023-07-26 00:54:27,866 semantic_segmentation INFO: Iters: 77140/150000 || Lr: 0.010442 || Task Loss: 0.6365 || KD Loss: 0.1555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:10 || Estimated Time: 1 day, 12:00:15
2023-07-26 00:54:44,563 semantic_segmentation INFO: Iters: 77150/150000 || Lr: 0.010441 || Task Loss: 0.4886 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:26 || Estimated Time: 1 day, 11:59:56
2023-07-26 00:55:01,059 semantic_segmentation INFO: Iters: 77160/150000 || Lr: 0.010440 || Task Loss: 0.4426 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:43 || Estimated Time: 1 day, 11:59:37
2023-07-26 00:55:17,611 semantic_segmentation INFO: Iters: 77170/150000 || Lr: 0.010438 || Task Loss: 0.5076 || KD Loss: 0.1595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:59 || Estimated Time: 1 day, 11:59:18
2023-07-26 00:55:34,226 semantic_segmentation INFO: Iters: 77180/150000 || Lr: 0.010437 || Task Loss: 0.4389 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:16 || Estimated Time: 1 day, 11:58:59
2023-07-26 00:55:50,769 semantic_segmentation INFO: Iters: 77190/150000 || Lr: 0.010436 || Task Loss: 0.4416 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:33 || Estimated Time: 1 day, 11:58:40
2023-07-26 00:56:07,502 semantic_segmentation INFO: Iters: 77200/150000 || Lr: 0.010434 || Task Loss: 0.7882 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:49 || Estimated Time: 1 day, 11:58:22
2023-07-26 00:56:24,061 semantic_segmentation INFO: Iters: 77210/150000 || Lr: 0.010433 || Task Loss: 0.7043 || KD Loss: 0.1702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:06 || Estimated Time: 1 day, 11:58:03
2023-07-26 00:56:40,669 semantic_segmentation INFO: Iters: 77220/150000 || Lr: 0.010432 || Task Loss: 0.5863 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:22 || Estimated Time: 1 day, 11:57:44
2023-07-26 00:56:57,206 semantic_segmentation INFO: Iters: 77230/150000 || Lr: 0.010431 || Task Loss: 0.6725 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:39 || Estimated Time: 1 day, 11:57:25
2023-07-26 00:57:13,941 semantic_segmentation INFO: Iters: 77240/150000 || Lr: 0.010429 || Task Loss: 0.4275 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:56 || Estimated Time: 1 day, 11:57:06
2023-07-26 00:57:30,449 semantic_segmentation INFO: Iters: 77250/150000 || Lr: 0.010428 || Task Loss: 0.4877 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:12 || Estimated Time: 1 day, 11:56:47
2023-07-26 00:57:47,470 semantic_segmentation INFO: Iters: 77260/150000 || Lr: 0.010427 || Task Loss: 0.4529 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:29 || Estimated Time: 1 day, 11:56:29
2023-07-26 00:58:04,027 semantic_segmentation INFO: Iters: 77270/150000 || Lr: 0.010425 || Task Loss: 0.3312 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:46 || Estimated Time: 1 day, 11:56:10
2023-07-26 00:58:20,641 semantic_segmentation INFO: Iters: 77280/150000 || Lr: 0.010424 || Task Loss: 0.5227 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:02 || Estimated Time: 1 day, 11:55:51
2023-07-26 00:58:37,263 semantic_segmentation INFO: Iters: 77290/150000 || Lr: 0.010423 || Task Loss: 0.4439 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:19 || Estimated Time: 1 day, 11:55:32
2023-07-26 00:58:53,855 semantic_segmentation INFO: Iters: 77300/150000 || Lr: 0.010422 || Task Loss: 0.4231 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2367|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:36 || Estimated Time: 1 day, 11:55:13
2023-07-26 00:59:10,459 semantic_segmentation INFO: Iters: 77310/150000 || Lr: 0.010420 || Task Loss: 0.5297 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:52 || Estimated Time: 1 day, 11:54:54
2023-07-26 00:59:27,107 semantic_segmentation INFO: Iters: 77320/150000 || Lr: 0.010419 || Task Loss: 0.7677 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:09 || Estimated Time: 1 day, 11:54:35
2023-07-26 00:59:43,824 semantic_segmentation INFO: Iters: 77330/150000 || Lr: 0.010418 || Task Loss: 0.3713 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:26 || Estimated Time: 1 day, 11:54:16
2023-07-26 01:00:00,332 semantic_segmentation INFO: Iters: 77340/150000 || Lr: 0.010416 || Task Loss: 0.6498 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:42 || Estimated Time: 1 day, 11:53:57
2023-07-26 01:00:16,998 semantic_segmentation INFO: Iters: 77350/150000 || Lr: 0.010415 || Task Loss: 0.4655 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:59 || Estimated Time: 1 day, 11:53:39
2023-07-26 01:00:33,665 semantic_segmentation INFO: Iters: 77360/150000 || Lr: 0.010414 || Task Loss: 0.3172 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:15 || Estimated Time: 1 day, 11:53:20
2023-07-26 01:00:50,256 semantic_segmentation INFO: Iters: 77370/150000 || Lr: 0.010413 || Task Loss: 0.4578 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:32 || Estimated Time: 1 day, 11:53:01
2023-07-26 01:01:06,781 semantic_segmentation INFO: Iters: 77380/150000 || Lr: 0.010411 || Task Loss: 0.5600 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:49 || Estimated Time: 1 day, 11:52:42
2023-07-26 01:01:23,374 semantic_segmentation INFO: Iters: 77390/150000 || Lr: 0.010410 || Task Loss: 0.4039 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:05 || Estimated Time: 1 day, 11:52:23
2023-07-26 01:01:39,961 semantic_segmentation INFO: Iters: 77400/150000 || Lr: 0.010409 || Task Loss: 0.4293 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:22 || Estimated Time: 1 day, 11:52:04
2023-07-26 01:01:56,554 semantic_segmentation INFO: Iters: 77410/150000 || Lr: 0.010407 || Task Loss: 0.5733 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:38 || Estimated Time: 1 day, 11:51:45
2023-07-26 01:02:13,135 semantic_segmentation INFO: Iters: 77420/150000 || Lr: 0.010406 || Task Loss: 0.3681 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:55 || Estimated Time: 1 day, 11:51:26
2023-07-26 01:02:29,726 semantic_segmentation INFO: Iters: 77430/150000 || Lr: 0.010405 || Task Loss: 0.6276 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:12 || Estimated Time: 1 day, 11:51:07
2023-07-26 01:02:46,323 semantic_segmentation INFO: Iters: 77440/150000 || Lr: 0.010404 || Task Loss: 0.5415 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:28 || Estimated Time: 1 day, 11:50:48
2023-07-26 01:03:02,889 semantic_segmentation INFO: Iters: 77450/150000 || Lr: 0.010402 || Task Loss: 0.5212 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:45 || Estimated Time: 1 day, 11:50:29
2023-07-26 01:03:19,446 semantic_segmentation INFO: Iters: 77460/150000 || Lr: 0.010401 || Task Loss: 0.4362 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:01 || Estimated Time: 1 day, 11:50:11
2023-07-26 01:03:35,965 semantic_segmentation INFO: Iters: 77470/150000 || Lr: 0.010400 || Task Loss: 0.4261 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:18 || Estimated Time: 1 day, 11:49:52
2023-07-26 01:03:52,624 semantic_segmentation INFO: Iters: 77480/150000 || Lr: 0.010398 || Task Loss: 0.6314 || KD Loss: 0.2036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:34 || Estimated Time: 1 day, 11:49:33
2023-07-26 01:04:09,056 semantic_segmentation INFO: Iters: 77490/150000 || Lr: 0.010397 || Task Loss: 0.6108 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:51 || Estimated Time: 1 day, 11:49:14
2023-07-26 01:04:25,638 semantic_segmentation INFO: Iters: 77500/150000 || Lr: 0.010396 || Task Loss: 0.5139 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:07 || Estimated Time: 1 day, 11:48:55
2023-07-26 01:04:42,216 semantic_segmentation INFO: Iters: 77510/150000 || Lr: 0.010394 || Task Loss: 0.5748 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:24 || Estimated Time: 1 day, 11:48:36
2023-07-26 01:04:58,800 semantic_segmentation INFO: Iters: 77520/150000 || Lr: 0.010393 || Task Loss: 0.6024 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:41 || Estimated Time: 1 day, 11:48:17
2023-07-26 01:05:15,453 semantic_segmentation INFO: Iters: 77530/150000 || Lr: 0.010392 || Task Loss: 0.4053 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:57 || Estimated Time: 1 day, 11:47:58
2023-07-26 01:05:32,029 semantic_segmentation INFO: Iters: 77540/150000 || Lr: 0.010391 || Task Loss: 0.6357 || KD Loss: 0.3029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:14 || Estimated Time: 1 day, 11:47:39
2023-07-26 01:05:48,578 semantic_segmentation INFO: Iters: 77550/150000 || Lr: 0.010389 || Task Loss: 0.6379 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:30 || Estimated Time: 1 day, 11:47:20
2023-07-26 01:06:05,182 semantic_segmentation INFO: Iters: 77560/150000 || Lr: 0.010388 || Task Loss: 0.6829 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:47 || Estimated Time: 1 day, 11:47:01
2023-07-26 01:06:21,828 semantic_segmentation INFO: Iters: 77570/150000 || Lr: 0.010387 || Task Loss: 0.6432 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:04 || Estimated Time: 1 day, 11:46:43
2023-07-26 01:06:38,402 semantic_segmentation INFO: Iters: 77580/150000 || Lr: 0.010385 || Task Loss: 0.4605 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:20 || Estimated Time: 1 day, 11:46:24
2023-07-26 01:06:55,435 semantic_segmentation INFO: Iters: 77590/150000 || Lr: 0.010384 || Task Loss: 0.3931 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:37 || Estimated Time: 1 day, 11:46:05
2023-07-26 01:07:11,946 semantic_segmentation INFO: Iters: 77600/150000 || Lr: 0.010383 || Task Loss: 0.3543 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:54 || Estimated Time: 1 day, 11:45:46
2023-07-26 01:07:12,070 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 01:07:12,454 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 01:07:12,479 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.130
2023-07-26 01:07:12,491 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.131
2023-07-26 01:07:12,505 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.133
2023-07-26 01:07:12,518 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.915, mIoU: 0.189
2023-07-26 01:07:12,530 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.926, mIoU: 0.235
2023-07-26 01:07:12,544 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.925, mIoU: 0.265
2023-07-26 01:07:12,557 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.933, mIoU: 0.278
2023-07-26 01:07:12,570 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.933, mIoU: 0.297
2023-07-26 01:07:12,584 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.933, mIoU: 0.340
2023-07-26 01:07:12,597 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.917, mIoU: 0.343
2023-07-26 01:07:12,612 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.924, mIoU: 0.386
2023-07-26 01:07:12,623 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.886, mIoU: 0.321
2023-07-26 01:07:12,637 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.887, mIoU: 0.315
2023-07-26 01:07:12,651 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.890, mIoU: 0.309
2023-07-26 01:07:12,663 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.306
2023-07-26 01:07:12,674 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.894, mIoU: 0.305
2023-07-26 01:07:12,686 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.302
2023-07-26 01:07:12,700 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.896, mIoU: 0.312
2023-07-26 01:07:12,715 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.898, mIoU: 0.357
2023-07-26 01:07:12,729 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.903, mIoU: 0.365
2023-07-26 01:07:12,744 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.370
2023-07-26 01:07:12,758 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.402
2023-07-26 01:07:12,773 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.905, mIoU: 0.413
2023-07-26 01:07:12,788 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.903, mIoU: 0.412
2023-07-26 01:07:12,802 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.411
2023-07-26 01:07:12,816 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.413
2023-07-26 01:07:12,826 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.409
2023-07-26 01:07:12,841 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.398
2023-07-26 01:07:12,855 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.398
2023-07-26 01:07:12,868 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.402
2023-07-26 01:07:12,883 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.402
2023-07-26 01:07:12,897 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.902, mIoU: 0.397
2023-07-26 01:07:12,911 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.396
2023-07-26 01:07:12,925 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.899, mIoU: 0.429
2023-07-26 01:07:12,939 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.430
2023-07-26 01:07:12,951 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.903, mIoU: 0.430
2023-07-26 01:07:12,963 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.472
2023-07-26 01:07:12,979 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.901, mIoU: 0.465
2023-07-26 01:07:12,990 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.901, mIoU: 0.465
2023-07-26 01:07:13,003 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.494
2023-07-26 01:07:13,017 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.494
2023-07-26 01:07:13,031 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.491
2023-07-26 01:07:13,043 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.491
2023-07-26 01:07:13,057 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.493
2023-07-26 01:07:13,071 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-26 01:07:13,084 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.504
2023-07-26 01:07:13,096 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.504
2023-07-26 01:07:13,109 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.505
2023-07-26 01:07:13,124 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.503
2023-07-26 01:07:13,139 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.503
2023-07-26 01:07:13,153 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.503
2023-07-26 01:07:13,165 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.501
2023-07-26 01:07:13,180 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.500
2023-07-26 01:07:13,193 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.503
2023-07-26 01:07:13,206 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.502
2023-07-26 01:07:13,220 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-26 01:07:13,236 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.499
2023-07-26 01:07:13,249 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.907, mIoU: 0.500
2023-07-26 01:07:13,263 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.523
2023-07-26 01:07:13,276 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.900, mIoU: 0.528
2023-07-26 01:07:13,291 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.901, mIoU: 0.526
2023-07-26 01:07:13,303 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.526
2023-07-26 01:07:13,320 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.903, mIoU: 0.532
2023-07-26 01:07:13,333 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.905, mIoU: 0.534
2023-07-26 01:07:13,348 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.905, mIoU: 0.533
2023-07-26 01:07:13,362 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.907, mIoU: 0.534
2023-07-26 01:07:13,375 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.908, mIoU: 0.580
2023-07-26 01:07:13,389 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.909, mIoU: 0.581
2023-07-26 01:07:13,403 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.905, mIoU: 0.579
2023-07-26 01:07:13,418 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 01:07:13,432 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:07:13,447 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 01:07:13,462 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 01:07:13,477 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-26 01:07:13,492 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:07:13,507 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:07:13,516 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 01:07:13,531 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 01:07:13,548 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 01:07:13,561 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 01:07:13,576 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 01:07:13,591 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:07:13,607 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 01:07:13,622 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-26 01:07:13,637 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-26 01:07:13,652 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 01:07:13,667 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 01:07:13,681 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.893, mIoU: 0.587
2023-07-26 01:07:13,695 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-26 01:07:13,710 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 01:07:13,725 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 01:07:13,740 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 01:07:13,754 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.894, mIoU: 0.601
2023-07-26 01:07:13,769 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.892, mIoU: 0.600
2023-07-26 01:07:13,784 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.893, mIoU: 0.600
2023-07-26 01:07:13,796 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.894, mIoU: 0.601
2023-07-26 01:07:13,809 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.895, mIoU: 0.602
2023-07-26 01:07:13,824 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.895, mIoU: 0.600
2023-07-26 01:07:13,837 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.896, mIoU: 0.601
2023-07-26 01:07:13,853 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 01:07:13,867 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 01:07:13,881 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 01:07:13,895 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 01:07:13,911 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 01:07:13,924 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 01:07:13,939 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 01:07:13,954 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 01:07:13,967 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 01:07:13,980 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 01:07:13,993 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 01:07:14,007 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 01:07:14,022 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,037 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:14,052 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:14,065 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:14,078 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:14,092 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:14,105 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:14,119 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:14,134 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 01:07:14,148 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 01:07:14,160 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 01:07:14,175 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 01:07:14,190 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:07:14,198 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 01:07:14,209 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 01:07:14,225 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 01:07:14,233 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 01:07:14,246 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 01:07:14,260 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 01:07:14,275 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-26 01:07:14,287 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 01:07:14,302 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 01:07:14,315 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 01:07:14,328 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 01:07:14,343 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 01:07:14,356 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-26 01:07:14,371 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 01:07:14,384 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 01:07:14,398 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 01:07:14,413 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 01:07:14,428 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:07:14,443 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:07:14,458 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:07:14,472 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:07:14,487 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:07:14,501 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 01:07:14,511 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:14,526 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:14,541 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,554 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,568 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,582 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:14,595 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:14,610 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:14,624 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:14,640 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:14,655 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:14,670 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,685 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:14,700 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:14,713 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:14,728 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:14,741 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:14,754 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 01:07:14,766 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 01:07:14,780 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-26 01:07:19,026 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-26 01:07:19,791 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-26 01:07:20,421 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,437 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.897, mIoU: 0.589
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2023-07-26 01:07:20,505 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.897, mIoU: 0.588
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2023-07-26 01:07:20,533 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,547 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.897, mIoU: 0.588
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2023-07-26 01:07:20,575 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,588 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 01:07:20,600 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,615 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,630 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,646 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,660 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,675 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,688 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,703 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,718 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,731 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:20,746 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,761 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,775 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,789 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:20,804 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,816 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,830 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,845 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,859 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,874 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,888 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,900 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,915 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,930 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 01:07:20,944 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,958 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,973 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:20,987 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,003 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 01:07:21,018 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 01:07:21,034 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 01:07:21,050 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 01:07:21,065 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 01:07:21,081 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 01:07:21,095 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 01:07:21,109 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 01:07:21,124 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 01:07:21,139 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,154 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,166 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,182 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,195 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,210 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 01:07:21,224 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 01:07:21,239 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 01:07:21,254 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 01:07:21,269 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 01:07:21,283 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:21,297 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 01:07:21,311 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 01:07:21,325 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 01:07:21,339 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,356 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,371 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 01:07:21,385 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 01:07:21,395 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 01:07:21,408 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 01:07:21,422 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 01:07:21,435 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:21,450 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 01:07:21,463 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 01:07:21,476 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 01:07:21,491 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 01:07:21,507 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 01:07:21,522 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 01:07:21,538 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 01:07:21,551 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 01:07:21,565 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.898, mIoU: 0.590
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2023-07-26 01:07:21,592 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 01:07:21,607 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.898, mIoU: 0.590
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2023-07-26 01:07:21,651 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.589
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2023-07-26 01:07:21,679 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 01:07:21,694 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.897, mIoU: 0.589
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2023-07-26 01:07:21,721 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,734 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,748 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,763 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,777 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,790 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 01:07:21,804 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 01:07:21,820 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:21,835 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:21,848 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:21,861 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:21,869 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 01:07:21,884 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:21,900 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:21,915 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:21,930 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:21,945 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:21,961 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:21,976 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:21,991 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,004 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,019 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,033 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,047 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,062 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,074 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,087 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,099 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,113 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:22,125 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,138 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 01:07:22,151 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,165 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,180 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,191 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,204 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,217 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,228 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,243 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,258 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,273 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,288 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,303 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,318 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,331 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 01:07:22,347 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 01:07:22,362 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,379 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,394 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,410 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:22,425 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,438 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:22,450 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,463 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,477 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,493 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,506 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,519 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,533 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 01:07:22,547 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,561 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,576 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,590 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,602 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:22,617 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,629 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,643 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,657 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,671 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,686 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,699 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.594
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2023-07-26 01:07:22,730 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,742 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,755 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:07:22,770 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:07:22,786 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 01:07:22,800 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:22,815 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:07:22,827 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:07:22,840 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:07:22,853 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 01:07:22,866 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 01:07:22,881 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 01:07:22,898 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,912 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,927 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,940 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,955 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:22,970 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:22,983 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:22,997 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,012 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,026 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,039 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,054 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,069 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,082 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,095 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:23,110 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,125 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,142 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,154 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,168 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,181 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,196 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,208 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,221 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,235 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,250 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,262 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,277 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,293 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,308 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,323 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,336 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,348 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,362 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,375 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,387 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,400 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,415 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,428 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,441 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:23,455 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:23,470 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:23,485 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,501 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,514 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,527 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,542 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,557 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,573 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:23,588 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:23,600 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:23,613 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,625 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,641 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,656 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,670 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,684 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,695 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,708 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,722 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,737 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:23,750 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:23,765 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:23,777 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,792 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,805 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,820 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,832 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,847 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,861 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:23,874 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:23,890 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,904 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,919 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,934 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:23,949 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,964 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,979 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:23,993 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:24,007 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,022 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,035 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,048 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,061 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,077 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:24,091 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,107 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,121 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,133 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,147 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,163 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,177 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,190 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,205 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,219 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,232 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,246 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,261 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,275 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:24,288 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,301 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,318 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:24,333 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:24,348 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:24,361 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:24,376 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:24,391 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:24,406 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:24,422 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,435 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,450 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,463 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,478 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,492 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:24,504 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,519 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,532 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,546 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,560 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,575 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,588 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,603 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,616 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,630 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,645 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,659 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,674 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,688 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,697 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,711 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,723 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,737 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,752 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,767 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,780 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,794 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:24,809 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,823 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,838 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,854 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:24,867 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,882 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,897 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,913 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,926 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,941 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:24,956 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,972 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:24,985 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:25,000 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:25,016 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,029 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,043 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,058 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,071 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:25,086 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,099 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,112 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,127 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,141 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,155 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,170 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,185 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,197 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,210 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,224 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,237 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,249 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,264 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,278 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,292 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,308 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,321 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,334 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,350 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,365 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,378 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,393 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,406 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,422 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,436 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:25,452 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:07:25,468 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,482 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,492 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,507 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:07:25,522 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,535 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,549 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,563 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,577 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,589 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,604 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,618 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,632 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,647 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,661 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,676 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,691 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,704 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,718 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,732 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,745 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:07:25,758 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,772 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,787 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,801 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,808 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:07:25,821 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,834 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,846 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,857 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:07:25,871 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,885 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,900 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:25,911 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,924 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,938 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,949 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,965 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:25,978 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:25,993 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,008 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,023 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,038 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,050 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,063 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,078 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,093 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,108 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,123 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,135 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,145 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,156 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,168 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,179 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,193 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,206 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:26,220 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,234 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:26,249 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,262 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,277 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,291 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,305 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,320 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:26,334 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,349 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,364 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,380 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,393 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,406 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,421 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,434 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,450 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,463 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,478 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,493 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,511 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,527 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,540 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,554 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,569 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,583 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,597 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,609 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,622 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,636 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:07:26,650 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 01:07:26,664 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 01:07:26,678 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 01:07:26,693 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 01:07:26,708 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 01:07:26,722 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,736 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,749 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,763 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,774 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,786 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:26,801 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 01:07:26,812 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,826 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,841 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:07:26,855 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:07:26,870 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,885 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,900 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,914 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,926 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,942 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,954 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,969 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,984 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:26,997 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,012 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,025 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,040 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,055 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,070 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,085 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,100 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,113 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,125 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:07:27,140 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,153 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,166 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,181 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 01:07:27,196 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,210 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,223 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,235 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,250 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,265 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,280 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,292 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,305 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,320 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,335 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,350 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,365 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,381 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,396 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,410 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,426 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,442 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,456 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,471 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,486 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,499 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,514 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,529 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,545 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 01:07:27,558 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 01:07:27,572 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,586 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,601 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,614 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,628 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,642 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,656 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,671 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,685 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,699 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,711 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,726 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,741 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,753 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,769 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,782 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:27,791 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,806 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,821 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,834 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:27,849 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:27,864 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:27,877 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,891 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,906 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,921 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,936 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,953 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,967 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,983 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:27,997 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:28,010 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:28,024 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:28,039 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 01:07:28,053 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,065 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,078 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,092 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,106 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,121 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,135 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,147 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,162 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,176 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,189 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,204 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,220 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,235 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,250 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,263 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,278 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,293 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,308 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,322 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,336 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,351 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,364 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:28,376 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:28,388 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:28,402 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,417 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,431 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 01:07:28,445 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,456 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:07:28,469 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,484 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,499 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,511 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,525 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,540 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,554 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,567 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,580 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,596 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,609 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,625 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,638 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,652 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,667 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,683 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,698 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,713 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,726 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 01:07:28,741 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,756 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,769 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,784 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,798 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,812 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,827 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,838 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,851 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,865 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,879 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,892 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,905 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,919 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,935 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:28,948 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,957 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,971 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:28,986 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:29,000 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 01:07:29,015 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:29,027 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 01:07:29,042 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,055 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,068 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.900, mIoU: 0.600
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2023-07-26 01:07:29,127 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,141 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,155 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,169 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,183 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,196 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,210 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,225 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,241 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,254 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,268 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,280 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,294 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,310 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,324 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,337 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,352 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,368 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,383 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,394 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,409 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,423 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,434 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,449 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,465 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,480 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,493 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 01:07:29,505 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,520 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 01:07:29,533 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,548 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,560 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 01:07:29,575 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,588 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,601 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 01:07:29,615 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,630 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:29,645 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,659 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,675 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,688 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,703 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,717 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,731 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:29,746 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 01:07:29,759 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:29,771 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:29,787 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.597
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2023-07-26 01:07:29,829 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.899, mIoU: 0.596
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2023-07-26 01:07:29,969 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.899, mIoU: 0.596
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2023-07-26 01:07:29,997 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:30,011 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:30,026 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:30,039 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.899, mIoU: 0.596
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2023-07-26 01:07:30,083 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:30,098 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:30,112 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 01:07:30,127 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:30,141 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:30,156 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:30,170 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:30,185 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:30,200 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 01:07:30,214 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,229 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 01:07:30,243 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,256 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,269 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,283 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,298 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,310 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:30,325 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.899, mIoU: 0.595
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2023-07-26 01:07:30,731 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:30,744 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.899, mIoU: 0.597
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2023-07-26 01:07:31,447 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,461 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,476 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,491 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,504 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,519 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,536 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,551 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,566 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,581 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,590 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,604 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,617 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,630 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,644 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 01:07:31,659 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 01:07:31,673 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,688 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,703 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,718 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,733 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,745 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:31,759 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:31,775 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:31,789 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:31,804 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:31,819 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,835 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,847 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,861 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,876 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,891 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,904 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,917 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,932 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,947 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,962 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,977 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:31,991 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,006 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,021 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,034 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,049 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,062 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,076 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,091 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,105 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,119 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,132 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,147 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,161 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,175 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,189 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,203 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,218 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,232 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,244 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,258 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,271 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,286 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,300 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,315 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,330 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,344 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,358 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,368 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,382 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,395 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,409 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,424 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,439 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,453 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,464 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,474 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,491 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 01:07:32,505 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,520 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,533 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,548 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,563 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,576 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,591 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,605 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,619 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,633 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,645 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,660 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,674 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,688 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,701 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,716 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,730 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 01:07:32,745 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,760 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,772 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,786 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 01:07:32,801 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 01:07:32,817 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 01:07:49,411 semantic_segmentation INFO: Iters: 77610/150000 || Lr: 0.010382 || Task Loss: 0.4722 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:31 || Estimated Time: 1 day, 11:45:47
2023-07-26 01:08:05,875 semantic_segmentation INFO: Iters: 77620/150000 || Lr: 0.010380 || Task Loss: 0.4007 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:48 || Estimated Time: 1 day, 11:45:28
2023-07-26 01:08:22,554 semantic_segmentation INFO: Iters: 77630/150000 || Lr: 0.010379 || Task Loss: 0.7769 || KD Loss: 0.2442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:04 || Estimated Time: 1 day, 11:45:09
2023-07-26 01:08:39,166 semantic_segmentation INFO: Iters: 77640/150000 || Lr: 0.010378 || Task Loss: 0.4077 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:21 || Estimated Time: 1 day, 11:44:50
2023-07-26 01:08:55,774 semantic_segmentation INFO: Iters: 77650/150000 || Lr: 0.010376 || Task Loss: 0.3925 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:38 || Estimated Time: 1 day, 11:44:31
2023-07-26 01:09:12,633 semantic_segmentation INFO: Iters: 77660/150000 || Lr: 0.010375 || Task Loss: 0.5081 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:54 || Estimated Time: 1 day, 11:44:13
2023-07-26 01:09:29,152 semantic_segmentation INFO: Iters: 77670/150000 || Lr: 0.010374 || Task Loss: 0.4282 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:22:11 || Estimated Time: 1 day, 11:43:54
2023-07-26 01:09:45,736 semantic_segmentation INFO: Iters: 77680/150000 || Lr: 0.010373 || Task Loss: 0.3597 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:22:28 || Estimated Time: 1 day, 11:43:35
2023-07-26 01:10:02,333 semantic_segmentation INFO: Iters: 77690/150000 || Lr: 0.010371 || Task Loss: 0.4650 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:22:44 || Estimated Time: 1 day, 11:43:16
2023-07-26 01:10:18,884 semantic_segmentation INFO: Iters: 77700/150000 || Lr: 0.010370 || Task Loss: 0.6244 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:01 || Estimated Time: 1 day, 11:42:57
2023-07-26 01:10:35,497 semantic_segmentation INFO: Iters: 77710/150000 || Lr: 0.010369 || Task Loss: 0.4973 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:17 || Estimated Time: 1 day, 11:42:38
2023-07-26 01:10:52,192 semantic_segmentation INFO: Iters: 77720/150000 || Lr: 0.010367 || Task Loss: 0.6352 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:34 || Estimated Time: 1 day, 11:42:19
2023-07-26 01:11:08,731 semantic_segmentation INFO: Iters: 77730/150000 || Lr: 0.010366 || Task Loss: 0.3925 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:51 || Estimated Time: 1 day, 11:42:00
2023-07-26 01:11:25,265 semantic_segmentation INFO: Iters: 77740/150000 || Lr: 0.010365 || Task Loss: 0.4375 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2388|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:07 || Estimated Time: 1 day, 11:41:41
2023-07-26 01:11:41,851 semantic_segmentation INFO: Iters: 77750/150000 || Lr: 0.010364 || Task Loss: 0.3136 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:24 || Estimated Time: 1 day, 11:41:22
2023-07-26 01:11:58,428 semantic_segmentation INFO: Iters: 77760/150000 || Lr: 0.010362 || Task Loss: 0.6563 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:40 || Estimated Time: 1 day, 11:41:03
2023-07-26 01:12:15,145 semantic_segmentation INFO: Iters: 77770/150000 || Lr: 0.010361 || Task Loss: 0.6699 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:57 || Estimated Time: 1 day, 11:40:45
2023-07-26 01:12:31,839 semantic_segmentation INFO: Iters: 77780/150000 || Lr: 0.010360 || Task Loss: 0.4849 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:14 || Estimated Time: 1 day, 11:40:26
2023-07-26 01:12:48,408 semantic_segmentation INFO: Iters: 77790/150000 || Lr: 0.010358 || Task Loss: 0.4260 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:30 || Estimated Time: 1 day, 11:40:07
2023-07-26 01:13:04,995 semantic_segmentation INFO: Iters: 77800/150000 || Lr: 0.010357 || Task Loss: 0.5299 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:47 || Estimated Time: 1 day, 11:39:48
2023-07-26 01:13:21,656 semantic_segmentation INFO: Iters: 77810/150000 || Lr: 0.010356 || Task Loss: 0.3489 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:03 || Estimated Time: 1 day, 11:39:29
2023-07-26 01:13:38,308 semantic_segmentation INFO: Iters: 77820/150000 || Lr: 0.010354 || Task Loss: 0.4757 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:20 || Estimated Time: 1 day, 11:39:10
2023-07-26 01:13:54,966 semantic_segmentation INFO: Iters: 77830/150000 || Lr: 0.010353 || Task Loss: 0.4778 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:37 || Estimated Time: 1 day, 11:38:52
2023-07-26 01:14:11,565 semantic_segmentation INFO: Iters: 77840/150000 || Lr: 0.010352 || Task Loss: 0.3844 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:53 || Estimated Time: 1 day, 11:38:33
2023-07-26 01:14:28,548 semantic_segmentation INFO: Iters: 77850/150000 || Lr: 0.010351 || Task Loss: 0.5196 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:27:10 || Estimated Time: 1 day, 11:38:14
2023-07-26 01:14:45,148 semantic_segmentation INFO: Iters: 77860/150000 || Lr: 0.010349 || Task Loss: 0.5844 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:27:27 || Estimated Time: 1 day, 11:37:55
2023-07-26 01:15:01,754 semantic_segmentation INFO: Iters: 77870/150000 || Lr: 0.010348 || Task Loss: 0.5931 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:27:44 || Estimated Time: 1 day, 11:37:36
2023-07-26 01:15:18,330 semantic_segmentation INFO: Iters: 77880/150000 || Lr: 0.010347 || Task Loss: 0.5877 || KD Loss: 0.1529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:00 || Estimated Time: 1 day, 11:37:18
2023-07-26 01:15:34,999 semantic_segmentation INFO: Iters: 77890/150000 || Lr: 0.010345 || Task Loss: 0.4436 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:17 || Estimated Time: 1 day, 11:36:59
2023-07-26 01:15:51,672 semantic_segmentation INFO: Iters: 77900/150000 || Lr: 0.010344 || Task Loss: 0.4905 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:33 || Estimated Time: 1 day, 11:36:40
2023-07-26 01:16:08,335 semantic_segmentation INFO: Iters: 77910/150000 || Lr: 0.010343 || Task Loss: 0.5365 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:50 || Estimated Time: 1 day, 11:36:21
2023-07-26 01:16:24,899 semantic_segmentation INFO: Iters: 77920/150000 || Lr: 0.010342 || Task Loss: 0.7093 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:07 || Estimated Time: 1 day, 11:36:02
2023-07-26 01:16:41,484 semantic_segmentation INFO: Iters: 77930/150000 || Lr: 0.010340 || Task Loss: 0.4520 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:23 || Estimated Time: 1 day, 11:35:43
2023-07-26 01:16:58,029 semantic_segmentation INFO: Iters: 77940/150000 || Lr: 0.010339 || Task Loss: 0.4902 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:40 || Estimated Time: 1 day, 11:35:24
2023-07-26 01:17:14,754 semantic_segmentation INFO: Iters: 77950/150000 || Lr: 0.010338 || Task Loss: 0.5385 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:57 || Estimated Time: 1 day, 11:35:06
2023-07-26 01:17:31,352 semantic_segmentation INFO: Iters: 77960/150000 || Lr: 0.010336 || Task Loss: 0.5849 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:13 || Estimated Time: 1 day, 11:34:47
2023-07-26 01:17:47,916 semantic_segmentation INFO: Iters: 77970/150000 || Lr: 0.010335 || Task Loss: 0.5115 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:30 || Estimated Time: 1 day, 11:34:28
2023-07-26 01:18:04,418 semantic_segmentation INFO: Iters: 77980/150000 || Lr: 0.010334 || Task Loss: 0.5862 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:46 || Estimated Time: 1 day, 11:34:09
2023-07-26 01:18:21,109 semantic_segmentation INFO: Iters: 77990/150000 || Lr: 0.010333 || Task Loss: 0.5399 || KD Loss: 0.1985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:03 || Estimated Time: 1 day, 11:33:50
2023-07-26 01:18:37,788 semantic_segmentation INFO: Iters: 78000/150000 || Lr: 0.010331 || Task Loss: 0.6229 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:20 || Estimated Time: 1 day, 11:33:31
2023-07-26 01:18:54,276 semantic_segmentation INFO: Iters: 78010/150000 || Lr: 0.010330 || Task Loss: 0.5860 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:36 || Estimated Time: 1 day, 11:33:12
2023-07-26 01:19:10,828 semantic_segmentation INFO: Iters: 78020/150000 || Lr: 0.010329 || Task Loss: 0.4760 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:53 || Estimated Time: 1 day, 11:32:53
2023-07-26 01:19:27,433 semantic_segmentation INFO: Iters: 78030/150000 || Lr: 0.010327 || Task Loss: 0.5661 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:09 || Estimated Time: 1 day, 11:32:35
2023-07-26 01:19:44,009 semantic_segmentation INFO: Iters: 78040/150000 || Lr: 0.010326 || Task Loss: 0.5517 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:26 || Estimated Time: 1 day, 11:32:16
2023-07-26 01:20:01,032 semantic_segmentation INFO: Iters: 78050/150000 || Lr: 0.010325 || Task Loss: 0.4700 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:43 || Estimated Time: 1 day, 11:31:57
2023-07-26 01:20:17,540 semantic_segmentation INFO: Iters: 78060/150000 || Lr: 0.010323 || Task Loss: 0.5088 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:59 || Estimated Time: 1 day, 11:31:38
2023-07-26 01:20:34,128 semantic_segmentation INFO: Iters: 78070/150000 || Lr: 0.010322 || Task Loss: 0.4553 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:33:16 || Estimated Time: 1 day, 11:31:19
2023-07-26 01:20:50,817 semantic_segmentation INFO: Iters: 78080/150000 || Lr: 0.010321 || Task Loss: 0.4546 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:33:33 || Estimated Time: 1 day, 11:31:01
2023-07-26 01:21:07,709 semantic_segmentation INFO: Iters: 78090/150000 || Lr: 0.010320 || Task Loss: 0.4769 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:33:49 || Estimated Time: 1 day, 11:30:42
2023-07-26 01:21:24,311 semantic_segmentation INFO: Iters: 78100/150000 || Lr: 0.010318 || Task Loss: 0.3608 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:06 || Estimated Time: 1 day, 11:30:23
2023-07-26 01:21:40,885 semantic_segmentation INFO: Iters: 78110/150000 || Lr: 0.010317 || Task Loss: 0.7351 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:23 || Estimated Time: 1 day, 11:30:04
2023-07-26 01:21:57,448 semantic_segmentation INFO: Iters: 78120/150000 || Lr: 0.010316 || Task Loss: 0.4386 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:39 || Estimated Time: 1 day, 11:29:45
2023-07-26 01:22:14,077 semantic_segmentation INFO: Iters: 78130/150000 || Lr: 0.010314 || Task Loss: 0.4363 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:56 || Estimated Time: 1 day, 11:29:27
2023-07-26 01:22:30,661 semantic_segmentation INFO: Iters: 78140/150000 || Lr: 0.010313 || Task Loss: 0.5316 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:12 || Estimated Time: 1 day, 11:29:08
2023-07-26 01:22:47,261 semantic_segmentation INFO: Iters: 78150/150000 || Lr: 0.010312 || Task Loss: 0.5158 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:29 || Estimated Time: 1 day, 11:28:49
2023-07-26 01:23:03,943 semantic_segmentation INFO: Iters: 78160/150000 || Lr: 0.010311 || Task Loss: 0.5201 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:46 || Estimated Time: 1 day, 11:28:30
2023-07-26 01:23:20,479 semantic_segmentation INFO: Iters: 78170/150000 || Lr: 0.010309 || Task Loss: 0.4632 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:02 || Estimated Time: 1 day, 11:28:11
2023-07-26 01:23:37,067 semantic_segmentation INFO: Iters: 78180/150000 || Lr: 0.010308 || Task Loss: 0.5266 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:19 || Estimated Time: 1 day, 11:27:52
2023-07-26 01:23:53,721 semantic_segmentation INFO: Iters: 78190/150000 || Lr: 0.010307 || Task Loss: 0.5889 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:36 || Estimated Time: 1 day, 11:27:33
2023-07-26 01:24:10,273 semantic_segmentation INFO: Iters: 78200/150000 || Lr: 0.010305 || Task Loss: 0.5956 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:52 || Estimated Time: 1 day, 11:27:15
2023-07-26 01:24:26,913 semantic_segmentation INFO: Iters: 78210/150000 || Lr: 0.010304 || Task Loss: 0.6342 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:09 || Estimated Time: 1 day, 11:26:56
2023-07-26 01:24:43,543 semantic_segmentation INFO: Iters: 78220/150000 || Lr: 0.010303 || Task Loss: 0.4124 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:25 || Estimated Time: 1 day, 11:26:37
2023-07-26 01:25:00,184 semantic_segmentation INFO: Iters: 78230/150000 || Lr: 0.010302 || Task Loss: 0.6588 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:42 || Estimated Time: 1 day, 11:26:18
2023-07-26 01:25:16,758 semantic_segmentation INFO: Iters: 78240/150000 || Lr: 0.010300 || Task Loss: 0.3641 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:59 || Estimated Time: 1 day, 11:25:59
2023-07-26 01:25:33,394 semantic_segmentation INFO: Iters: 78250/150000 || Lr: 0.010299 || Task Loss: 0.4702 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:15 || Estimated Time: 1 day, 11:25:40
2023-07-26 01:25:50,026 semantic_segmentation INFO: Iters: 78260/150000 || Lr: 0.010298 || Task Loss: 0.4224 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:32 || Estimated Time: 1 day, 11:25:22
2023-07-26 01:26:06,505 semantic_segmentation INFO: Iters: 78270/150000 || Lr: 0.010296 || Task Loss: 0.4302 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:48 || Estimated Time: 1 day, 11:25:03
2023-07-26 01:26:23,109 semantic_segmentation INFO: Iters: 78280/150000 || Lr: 0.010295 || Task Loss: 0.5392 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:05 || Estimated Time: 1 day, 11:24:44
2023-07-26 01:26:39,665 semantic_segmentation INFO: Iters: 78290/150000 || Lr: 0.010294 || Task Loss: 0.4672 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:21 || Estimated Time: 1 day, 11:24:25
2023-07-26 01:26:56,271 semantic_segmentation INFO: Iters: 78300/150000 || Lr: 0.010292 || Task Loss: 0.4926 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:38 || Estimated Time: 1 day, 11:24:06
2023-07-26 01:27:12,853 semantic_segmentation INFO: Iters: 78310/150000 || Lr: 0.010291 || Task Loss: 0.6908 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:55 || Estimated Time: 1 day, 11:23:47
2023-07-26 01:27:29,429 semantic_segmentation INFO: Iters: 78320/150000 || Lr: 0.010290 || Task Loss: 0.5792 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:11 || Estimated Time: 1 day, 11:23:28
2023-07-26 01:27:46,027 semantic_segmentation INFO: Iters: 78330/150000 || Lr: 0.010289 || Task Loss: 0.4671 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:28 || Estimated Time: 1 day, 11:23:09
2023-07-26 01:28:02,627 semantic_segmentation INFO: Iters: 78340/150000 || Lr: 0.010287 || Task Loss: 0.3362 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:44 || Estimated Time: 1 day, 11:22:51
2023-07-26 01:28:19,110 semantic_segmentation INFO: Iters: 78350/150000 || Lr: 0.010286 || Task Loss: 0.5498 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:01 || Estimated Time: 1 day, 11:22:32
2023-07-26 01:28:35,713 semantic_segmentation INFO: Iters: 78360/150000 || Lr: 0.010285 || Task Loss: 0.4813 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:17 || Estimated Time: 1 day, 11:22:13
2023-07-26 01:28:52,193 semantic_segmentation INFO: Iters: 78370/150000 || Lr: 0.010283 || Task Loss: 0.3718 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:34 || Estimated Time: 1 day, 11:21:54
2023-07-26 01:29:08,838 semantic_segmentation INFO: Iters: 78380/150000 || Lr: 0.010282 || Task Loss: 0.6295 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:51 || Estimated Time: 1 day, 11:21:35
2023-07-26 01:29:25,420 semantic_segmentation INFO: Iters: 78390/150000 || Lr: 0.010281 || Task Loss: 0.5170 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:07 || Estimated Time: 1 day, 11:21:16
2023-07-26 01:29:41,961 semantic_segmentation INFO: Iters: 78400/150000 || Lr: 0.010280 || Task Loss: 0.7455 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:24 || Estimated Time: 1 day, 11:20:57
2023-07-26 01:29:42,092 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 01:29:42,475 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-26 01:29:42,499 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.135
2023-07-26 01:29:42,511 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.137
2023-07-26 01:29:42,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.138
2023-07-26 01:29:42,537 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.949, mIoU: 0.204
2023-07-26 01:29:42,549 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.250
2023-07-26 01:29:42,563 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.280
2023-07-26 01:29:42,576 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.286
2023-07-26 01:29:42,588 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.317
2023-07-26 01:29:42,601 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.359
2023-07-26 01:29:42,615 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.926, mIoU: 0.361
2023-07-26 01:29:42,629 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.403
2023-07-26 01:29:42,641 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.894, mIoU: 0.347
2023-07-26 01:29:42,654 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.894, mIoU: 0.338
2023-07-26 01:29:42,668 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.896, mIoU: 0.332
2023-07-26 01:29:42,680 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.329
2023-07-26 01:29:42,690 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.327
2023-07-26 01:29:42,702 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.319
2023-07-26 01:29:42,716 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.325
2023-07-26 01:29:42,731 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.896, mIoU: 0.370
2023-07-26 01:29:42,745 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.898, mIoU: 0.372
2023-07-26 01:29:42,759 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.899, mIoU: 0.382
2023-07-26 01:29:42,773 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.897, mIoU: 0.409
2023-07-26 01:29:42,788 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.416
2023-07-26 01:29:42,803 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.903, mIoU: 0.417
2023-07-26 01:29:42,816 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.418
2023-07-26 01:29:42,830 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.418
2023-07-26 01:29:42,840 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.417
2023-07-26 01:29:42,854 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.408
2023-07-26 01:29:42,868 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.408
2023-07-26 01:29:42,881 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.411
2023-07-26 01:29:42,895 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.411
2023-07-26 01:29:42,909 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.415
2023-07-26 01:29:42,923 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.908, mIoU: 0.414
2023-07-26 01:29:42,937 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.455
2023-07-26 01:29:42,950 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.456
2023-07-26 01:29:42,963 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.456
2023-07-26 01:29:42,974 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.499
2023-07-26 01:29:42,989 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.490
2023-07-26 01:29:43,001 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.489
2023-07-26 01:29:43,013 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.512
2023-07-26 01:29:43,027 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.512
2023-07-26 01:29:43,040 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.508
2023-07-26 01:29:43,053 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.508
2023-07-26 01:29:43,067 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.510
2023-07-26 01:29:43,082 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.514
2023-07-26 01:29:43,094 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.522
2023-07-26 01:29:43,106 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.523
2023-07-26 01:29:43,120 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.524
2023-07-26 01:29:43,135 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-26 01:29:43,150 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.911, mIoU: 0.520
2023-07-26 01:29:43,164 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.520
2023-07-26 01:29:43,177 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-26 01:29:43,192 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.518
2023-07-26 01:29:43,206 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.523
2023-07-26 01:29:43,219 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.521
2023-07-26 01:29:43,234 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.519
2023-07-26 01:29:43,250 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.518
2023-07-26 01:29:43,263 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.518
2023-07-26 01:29:43,278 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.908, mIoU: 0.552
2023-07-26 01:29:43,292 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-26 01:29:43,307 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.906, mIoU: 0.508
2023-07-26 01:29:43,319 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.507
2023-07-26 01:29:43,337 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.512
2023-07-26 01:29:43,350 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.523
2023-07-26 01:29:43,366 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.523
2023-07-26 01:29:43,381 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.524
2023-07-26 01:29:43,394 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.568
2023-07-26 01:29:43,409 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.569
2023-07-26 01:29:43,424 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.908, mIoU: 0.565
2023-07-26 01:29:43,440 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.588
2023-07-26 01:29:43,453 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.909, mIoU: 0.588
2023-07-26 01:29:43,468 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.582
2023-07-26 01:29:43,483 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.579
2023-07-26 01:29:43,498 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.910, mIoU: 0.587
2023-07-26 01:29:43,513 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.910, mIoU: 0.582
2023-07-26 01:29:43,528 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.907, mIoU: 0.581
2023-07-26 01:29:43,537 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.580
2023-07-26 01:29:43,553 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.905, mIoU: 0.580
2023-07-26 01:29:43,569 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.583
2023-07-26 01:29:43,582 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.906, mIoU: 0.585
2023-07-26 01:29:43,597 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-26 01:29:43,612 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.904, mIoU: 0.577
2023-07-26 01:29:43,628 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-26 01:29:43,643 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.899, mIoU: 0.556
2023-07-26 01:29:43,659 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-26 01:29:43,674 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-26 01:29:43,689 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-26 01:29:43,704 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-26 01:29:43,718 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-26 01:29:43,733 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-26 01:29:43,749 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-26 01:29:43,764 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 01:29:43,779 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 01:29:43,793 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 01:29:43,808 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 01:29:43,821 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:29:43,835 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:43,849 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:29:43,862 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:29:43,877 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:29:43,891 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 01:29:43,904 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 01:29:43,919 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:29:43,934 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 01:29:43,946 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 01:29:43,961 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 01:29:43,976 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.899, mIoU: 0.577
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2023-07-26 01:29:47,293 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.896, mIoU: 0.570
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2023-07-26 01:29:49,615 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,629 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,642 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,656 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 01:29:49,671 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 01:29:49,685 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 01:29:49,699 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,715 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 01:29:49,730 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 01:29:49,744 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 01:29:49,756 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 01:29:49,770 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,785 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,799 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 01:29:49,814 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 01:29:49,829 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 01:29:49,842 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 01:29:49,857 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 01:29:49,872 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 01:29:49,885 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 01:29:49,900 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-26 01:29:49,911 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 01:29:49,927 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 01:29:49,940 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 01:29:49,951 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:29:49,963 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 01:29:49,978 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:29:49,994 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:29:50,009 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 01:29:50,023 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,032 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,046 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,062 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,077 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,091 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,106 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,119 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,131 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,146 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,160 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,175 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,187 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,200 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 01:29:50,214 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 01:29:50,229 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 01:29:50,244 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 01:29:50,257 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 01:29:50,272 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,287 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,303 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,316 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:50,331 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,346 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,359 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,374 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,389 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,404 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,418 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,431 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,446 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,461 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,477 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,487 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,502 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,517 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,529 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,543 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,556 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,570 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,585 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,599 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,612 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,624 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,637 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,652 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,667 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,683 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,697 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,712 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,725 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,740 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,755 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,768 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,782 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,797 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:50,812 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,826 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,841 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,853 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,867 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:50,882 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:50,896 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,911 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,926 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,937 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,951 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,966 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,980 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:50,993 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:51,008 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:51,022 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:29:51,037 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:29:51,051 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:29:51,067 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:29:51,082 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:29:51,096 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:29:51,111 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:29:51,126 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:29:51,138 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:29:51,153 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:51,168 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:51,182 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:51,195 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:29:51,210 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,223 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:51,238 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:51,253 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:51,268 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:51,283 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 01:29:51,298 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 01:29:51,313 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,327 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,342 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 01:29:51,356 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 01:29:51,371 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 01:29:51,389 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 01:29:51,404 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 01:29:51,420 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 01:29:51,431 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 01:29:51,444 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,459 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,471 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,486 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,498 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,511 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,525 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,541 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,556 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,571 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,583 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,597 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,609 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,623 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,637 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:29:51,653 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,668 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,682 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 01:29:51,697 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,710 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,725 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 01:29:51,740 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 01:29:51,753 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-26 01:29:51,780 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-26 01:29:51,824 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 01:29:51,838 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-26 01:29:51,868 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.900, mIoU: 0.587
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2023-07-26 01:29:52,183 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 01:29:52,197 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 01:29:52,213 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 01:29:52,225 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.901, mIoU: 0.591
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2023-07-26 01:29:52,293 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-26 01:29:52,323 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 01:29:52,337 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 01:29:52,352 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 01:29:52,365 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 01:29:52,380 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:29:52,394 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,411 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,426 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,440 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,455 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,468 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,481 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,494 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 01:29:52,509 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,525 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,539 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,552 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,567 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:29:52,581 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,596 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,611 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,626 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,638 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,653 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:29:52,666 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,680 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,695 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,708 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,724 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,737 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,752 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,768 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,780 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,793 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 01:29:52,808 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 01:29:52,822 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,837 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,851 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 01:29:52,863 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 01:29:52,876 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 01:29:52,889 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 01:29:52,902 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 01:29:52,917 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:52,934 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:52,947 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:52,962 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:52,975 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:52,990 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,005 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,018 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,031 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,046 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,060 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,073 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,088 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,102 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,116 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 01:29:53,129 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 01:29:53,143 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 01:29:53,158 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,174 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,187 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,201 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,213 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,228 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,241 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,254 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,268 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,283 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,296 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,312 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,327 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,342 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,357 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,370 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,382 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,395 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,408 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,421 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,433 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,449 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:53,461 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:53,474 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 01:29:53,488 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:53,504 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:53,520 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,536 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,549 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,562 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,578 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,593 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,608 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:53,624 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:53,637 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,650 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,661 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,677 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,692 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,706 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,720 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,730 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,743 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,757 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,771 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,784 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,798 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:53,811 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,825 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,838 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:53,852 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:53,864 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,879 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,893 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 01:29:53,905 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,920 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,935 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:53,949 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,964 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,978 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:53,993 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:54,007 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:54,021 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:54,035 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:54,049 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,062 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,075 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:54,087 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:54,103 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:54,117 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,134 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,149 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:54,161 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,175 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,192 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,207 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,220 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,236 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,250 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:54,263 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,278 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,294 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,308 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,321 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,332 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,348 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,363 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,377 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,390 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,404 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:54,419 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 01:29:54,433 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:29:54,448 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:29:54,460 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 01:29:54,475 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,487 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,502 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,515 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,528 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 01:29:54,543 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,556 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,571 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,586 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,601 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,615 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,630 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,644 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,658 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,674 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,688 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,704 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,719 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,728 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,742 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,755 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,770 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,784 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,800 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,813 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,827 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,842 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,856 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,871 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,886 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 01:29:54,899 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,914 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,929 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 01:29:54,944 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,957 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,972 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 01:29:54,987 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,002 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,015 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,030 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,045 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,058 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,072 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,087 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,100 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,114 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,127 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,141 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,157 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,172 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:55,188 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,203 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,218 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,231 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,244 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,259 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,272 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,285 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,300 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,314 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,329 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,344 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,357 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,370 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,386 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,401 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,413 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,428 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,441 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,456 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,470 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,486 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,500 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,514 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,523 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,539 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,554 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,567 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,581 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,596 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,611 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,624 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,639 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,653 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,669 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,683 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,698 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,714 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,729 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,742 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,757 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,772 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,785 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 01:29:55,798 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,813 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:55,828 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,842 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,849 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,862 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,875 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,887 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:55,899 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,913 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,927 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,942 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:55,953 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,966 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,981 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:55,991 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,006 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:56,019 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,033 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,048 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,063 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,077 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,089 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,101 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,116 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,131 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,146 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,160 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,173 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,183 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,194 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,206 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,218 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,232 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,245 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,259 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,274 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,289 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,303 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,318 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,332 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,347 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:56,362 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:56,376 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:56,390 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,405 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,421 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 01:29:56,433 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 01:29:56,446 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,461 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,473 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,489 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,502 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,517 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,531 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,549 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,564 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,577 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,592 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,607 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,622 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,637 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,650 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,663 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 01:29:56,678 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 01:29:56,693 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 01:29:56,708 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 01:29:56,723 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 01:29:56,738 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 01:29:56,753 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 01:29:56,768 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,783 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,795 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,810 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,820 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,833 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,847 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 01:29:56,859 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,874 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 01:29:56,888 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 01:29:56,903 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,918 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,933 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,948 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,963 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:56,975 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 01:29:56,989 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:57,002 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:57,016 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:57,031 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:57,043 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 01:29:57,058 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:57,071 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 01:29:57,086 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:57,101 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 01:29:57,116 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,131 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,145 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,158 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,171 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,186 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,199 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,213 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,228 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,243 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,258 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,271 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,284 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,299 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,315 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,330 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,343 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,356 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 01:29:57,371 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 01:29:57,386 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 01:29:57,401 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,415 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,430 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,445 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,459 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,473 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,488 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 01:29:57,503 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,517 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,531 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,544 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,559 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,573 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,588 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,600 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,615 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,629 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,645 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,658 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,673 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,687 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,702 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,717 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,732 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:57,746 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,759 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,774 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:57,790 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:57,803 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,817 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:57,830 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,839 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:57,853 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,868 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,881 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:57,896 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:57,910 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:57,923 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 01:29:57,935 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 01:29:57,950 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 01:29:57,964 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:57,979 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:57,995 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,009 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,025 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 01:29:58,039 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,052 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,066 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,081 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 01:29:58,095 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,107 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,120 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,134 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,149 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,163 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,178 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,190 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,205 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,219 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,232 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,247 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,263 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,277 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,292 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,305 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,320 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,334 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,349 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,364 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,377 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,392 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,405 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,418 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,430 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,445 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,459 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,474 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,489 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,499 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,512 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,527 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,543 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,555 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,570 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,585 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,600 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,613 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,627 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,642 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 01:29:58,654 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,669 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,682 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,695 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,709 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,724 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,739 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,753 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,766 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,781 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,796 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,808 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,822 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,837 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,851 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 01:29:58,865 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,877 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:58,889 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,904 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,918 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:58,931 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:58,944 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,958 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,974 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:58,987 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:58,997 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,012 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:59,027 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:59,042 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:59,056 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:59,069 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 01:29:59,084 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 01:29:59,097 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,110 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,125 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,140 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,154 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,169 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,184 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,198 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,212 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,227 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,240 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,254 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,269 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,285 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,297 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,312 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,323 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,338 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,353 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,368 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,381 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,396 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,412 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,427 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,438 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,452 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,467 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,478 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,492 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,507 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,522 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,535 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 01:29:59,547 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,561 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 01:29:59,575 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,590 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,602 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,617 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,630 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,643 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,657 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,672 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,686 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 01:29:59,700 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,716 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,729 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,744 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,757 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:29:59,772 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,786 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,799 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,811 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,827 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,841 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,857 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:29:59,870 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:29:59,883 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:29:59,898 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:29:59,912 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:29:59,925 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:29:59,938 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:29:59,953 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:29:59,968 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:29:59,983 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:29:59,998 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,013 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,028 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,041 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,055 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,069 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,082 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,097 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,111 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,126 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,141 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,155 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:00,169 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:00,183 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:00,197 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,211 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:00,226 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,241 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,255 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 01:30:00,270 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,284 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,297 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,309 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,324 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,339 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,352 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,366 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,381 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,395 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,410 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,424 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,439 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,453 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,466 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,479 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,492 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,504 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,517 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,532 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,547 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,560 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,572 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,587 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,598 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,611 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,626 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,641 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,656 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,670 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:00,683 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,698 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:00,713 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,725 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,741 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,755 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,771 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,784 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,798 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,814 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:00,828 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,843 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,855 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,869 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,884 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,898 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,913 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,925 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,940 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,955 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,969 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,984 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:00,999 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,013 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,028 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,038 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,052 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,064 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,077 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,093 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,108 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,123 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,135 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,148 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,162 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,176 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,190 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,205 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,220 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,233 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:30:01,248 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,263 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:30:01,276 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 01:30:01,291 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,305 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,318 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,332 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,343 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,358 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,373 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 01:30:01,387 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,401 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,414 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,426 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,440 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,454 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,467 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,480 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,493 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,507 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,522 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,537 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,550 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,565 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,581 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,597 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 01:30:01,611 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,626 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,634 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,649 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,662 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,674 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 01:30:01,689 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:01,703 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:01,717 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,732 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,747 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,762 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,776 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,789 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,803 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,819 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,833 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,848 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,862 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,878 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,891 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,905 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,920 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,935 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,947 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:01,960 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,975 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:01,990 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,004 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,019 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,033 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,048 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,062 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,075 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,089 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,102 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,117 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,132 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,147 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,162 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,175 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,190 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,205 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,220 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,235 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,249 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,265 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,279 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,292 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,306 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,319 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,333 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,347 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,362 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,376 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,391 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,404 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,413 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,427 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,439 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,454 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,468 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,482 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:02,496 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:02,507 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:02,516 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:02,532 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,547 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,561 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,574 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,588 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,602 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 01:30:02,615 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,630 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,645 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,658 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,672 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 01:30:02,684 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,699 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,713 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,728 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,740 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,755 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,770 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:02,784 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,800 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,812 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,826 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,841 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 01:30:02,858 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 01:30:19,301 semantic_segmentation INFO: Iters: 78410/150000 || Lr: 0.010278 || Task Loss: 0.4197 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:01 || Estimated Time: 1 day, 11:20:57
2023-07-26 01:30:35,812 semantic_segmentation INFO: Iters: 78420/150000 || Lr: 0.010277 || Task Loss: 0.2994 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:18 || Estimated Time: 1 day, 11:20:38
2023-07-26 01:30:52,406 semantic_segmentation INFO: Iters: 78430/150000 || Lr: 0.010276 || Task Loss: 0.4343 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:34 || Estimated Time: 1 day, 11:20:20
2023-07-26 01:31:09,145 semantic_segmentation INFO: Iters: 78440/150000 || Lr: 0.010274 || Task Loss: 0.4817 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:51 || Estimated Time: 1 day, 11:20:01
2023-07-26 01:31:25,790 semantic_segmentation INFO: Iters: 78450/150000 || Lr: 0.010273 || Task Loss: 0.5703 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:08 || Estimated Time: 1 day, 11:19:42
2023-07-26 01:31:42,390 semantic_segmentation INFO: Iters: 78460/150000 || Lr: 0.010272 || Task Loss: 0.4761 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:24 || Estimated Time: 1 day, 11:19:23
2023-07-26 01:31:59,075 semantic_segmentation INFO: Iters: 78470/150000 || Lr: 0.010271 || Task Loss: 0.5075 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:41 || Estimated Time: 1 day, 11:19:04
2023-07-26 01:32:15,759 semantic_segmentation INFO: Iters: 78480/150000 || Lr: 0.010269 || Task Loss: 0.5208 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:58 || Estimated Time: 1 day, 11:18:46
2023-07-26 01:32:32,419 semantic_segmentation INFO: Iters: 78490/150000 || Lr: 0.010268 || Task Loss: 0.3399 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:14 || Estimated Time: 1 day, 11:18:27
2023-07-26 01:32:49,130 semantic_segmentation INFO: Iters: 78500/150000 || Lr: 0.010267 || Task Loss: 0.4639 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:31 || Estimated Time: 1 day, 11:18:08
2023-07-26 01:33:05,726 semantic_segmentation INFO: Iters: 78510/150000 || Lr: 0.010265 || Task Loss: 0.4808 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:48 || Estimated Time: 1 day, 11:17:49
2023-07-26 01:33:22,337 semantic_segmentation INFO: Iters: 78520/150000 || Lr: 0.010264 || Task Loss: 0.4310 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:46:04 || Estimated Time: 1 day, 11:17:30
2023-07-26 01:33:38,913 semantic_segmentation INFO: Iters: 78530/150000 || Lr: 0.010263 || Task Loss: 0.5135 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:46:21 || Estimated Time: 1 day, 11:17:12
2023-07-26 01:33:55,610 semantic_segmentation INFO: Iters: 78540/150000 || Lr: 0.010261 || Task Loss: 0.3712 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:46:37 || Estimated Time: 1 day, 11:16:53
2023-07-26 01:34:12,204 semantic_segmentation INFO: Iters: 78550/150000 || Lr: 0.010260 || Task Loss: 0.5052 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:46:54 || Estimated Time: 1 day, 11:16:34
2023-07-26 01:34:28,797 semantic_segmentation INFO: Iters: 78560/150000 || Lr: 0.010259 || Task Loss: 0.4461 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:11 || Estimated Time: 1 day, 11:16:15
2023-07-26 01:34:45,417 semantic_segmentation INFO: Iters: 78570/150000 || Lr: 0.010258 || Task Loss: 0.5618 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:27 || Estimated Time: 1 day, 11:15:56
2023-07-26 01:35:02,042 semantic_segmentation INFO: Iters: 78580/150000 || Lr: 0.010256 || Task Loss: 0.5088 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:44 || Estimated Time: 1 day, 11:15:37
2023-07-26 01:35:18,655 semantic_segmentation INFO: Iters: 78590/150000 || Lr: 0.010255 || Task Loss: 0.6175 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:00 || Estimated Time: 1 day, 11:15:19
2023-07-26 01:35:35,245 semantic_segmentation INFO: Iters: 78600/150000 || Lr: 0.010254 || Task Loss: 0.4994 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2467|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:17 || Estimated Time: 1 day, 11:15:00
2023-07-26 01:35:52,248 semantic_segmentation INFO: Iters: 78610/150000 || Lr: 0.010252 || Task Loss: 0.6127 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:34 || Estimated Time: 1 day, 11:14:41
2023-07-26 01:36:08,633 semantic_segmentation INFO: Iters: 78620/150000 || Lr: 0.010251 || Task Loss: 0.5323 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:50 || Estimated Time: 1 day, 11:14:22
2023-07-26 01:36:25,216 semantic_segmentation INFO: Iters: 78630/150000 || Lr: 0.010250 || Task Loss: 0.4396 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:07 || Estimated Time: 1 day, 11:14:03
2023-07-26 01:36:41,807 semantic_segmentation INFO: Iters: 78640/150000 || Lr: 0.010249 || Task Loss: 0.4067 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:24 || Estimated Time: 1 day, 11:13:45
2023-07-26 01:36:58,408 semantic_segmentation INFO: Iters: 78650/150000 || Lr: 0.010247 || Task Loss: 0.6856 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:40 || Estimated Time: 1 day, 11:13:26
2023-07-26 01:37:14,999 semantic_segmentation INFO: Iters: 78660/150000 || Lr: 0.010246 || Task Loss: 0.4623 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:57 || Estimated Time: 1 day, 11:13:07
2023-07-26 01:37:31,559 semantic_segmentation INFO: Iters: 78670/150000 || Lr: 0.010245 || Task Loss: 0.4440 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:50:13 || Estimated Time: 1 day, 11:12:48
2023-07-26 01:37:48,148 semantic_segmentation INFO: Iters: 78680/150000 || Lr: 0.010243 || Task Loss: 0.4336 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:50:30 || Estimated Time: 1 day, 11:12:29
2023-07-26 01:38:04,748 semantic_segmentation INFO: Iters: 78690/150000 || Lr: 0.010242 || Task Loss: 0.5562 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:50:47 || Estimated Time: 1 day, 11:12:10
2023-07-26 01:38:21,337 semantic_segmentation INFO: Iters: 78700/150000 || Lr: 0.010241 || Task Loss: 0.6608 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:03 || Estimated Time: 1 day, 11:11:52
2023-07-26 01:38:37,989 semantic_segmentation INFO: Iters: 78710/150000 || Lr: 0.010240 || Task Loss: 0.5680 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:20 || Estimated Time: 1 day, 11:11:33
2023-07-26 01:38:54,631 semantic_segmentation INFO: Iters: 78720/150000 || Lr: 0.010238 || Task Loss: 0.5893 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:36 || Estimated Time: 1 day, 11:11:14
2023-07-26 01:39:11,162 semantic_segmentation INFO: Iters: 78730/150000 || Lr: 0.010237 || Task Loss: 0.4430 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:53 || Estimated Time: 1 day, 11:10:55
2023-07-26 01:39:27,819 semantic_segmentation INFO: Iters: 78740/150000 || Lr: 0.010236 || Task Loss: 0.8160 || KD Loss: 0.2361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:10 || Estimated Time: 1 day, 11:10:36
2023-07-26 01:39:44,474 semantic_segmentation INFO: Iters: 78750/150000 || Lr: 0.010234 || Task Loss: 0.6489 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:26 || Estimated Time: 1 day, 11:10:17
2023-07-26 01:40:01,071 semantic_segmentation INFO: Iters: 78760/150000 || Lr: 0.010233 || Task Loss: 0.4027 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:43 || Estimated Time: 1 day, 11:09:59
2023-07-26 01:40:17,672 semantic_segmentation INFO: Iters: 78770/150000 || Lr: 0.010232 || Task Loss: 0.5132 || KD Loss: 0.1213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:59 || Estimated Time: 1 day, 11:09:40
2023-07-26 01:40:34,258 semantic_segmentation INFO: Iters: 78780/150000 || Lr: 0.010230 || Task Loss: 0.4534 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:16 || Estimated Time: 1 day, 11:09:21
2023-07-26 01:40:50,857 semantic_segmentation INFO: Iters: 78790/150000 || Lr: 0.010229 || Task Loss: 0.7160 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:33 || Estimated Time: 1 day, 11:09:02
2023-07-26 01:41:07,457 semantic_segmentation INFO: Iters: 78800/150000 || Lr: 0.010228 || Task Loss: 0.3679 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:49 || Estimated Time: 1 day, 11:08:43
2023-07-26 01:41:24,016 semantic_segmentation INFO: Iters: 78810/150000 || Lr: 0.010227 || Task Loss: 0.3778 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:06 || Estimated Time: 1 day, 11:08:24
2023-07-26 01:41:40,662 semantic_segmentation INFO: Iters: 78820/150000 || Lr: 0.010225 || Task Loss: 0.4494 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:22 || Estimated Time: 1 day, 11:08:06
2023-07-26 01:41:57,192 semantic_segmentation INFO: Iters: 78830/150000 || Lr: 0.010224 || Task Loss: 0.5644 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:39 || Estimated Time: 1 day, 11:07:47
2023-07-26 01:42:13,785 semantic_segmentation INFO: Iters: 78840/150000 || Lr: 0.010223 || Task Loss: 0.6113 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:56 || Estimated Time: 1 day, 11:07:28
2023-07-26 01:42:30,381 semantic_segmentation INFO: Iters: 78850/150000 || Lr: 0.010221 || Task Loss: 0.6207 || KD Loss: 0.2292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:12 || Estimated Time: 1 day, 11:07:09
2023-07-26 01:42:46,961 semantic_segmentation INFO: Iters: 78860/150000 || Lr: 0.010220 || Task Loss: 0.3994 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:29 || Estimated Time: 1 day, 11:06:50
2023-07-26 01:43:03,542 semantic_segmentation INFO: Iters: 78870/150000 || Lr: 0.010219 || Task Loss: 0.4797 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:45 || Estimated Time: 1 day, 11:06:32
2023-07-26 01:43:20,125 semantic_segmentation INFO: Iters: 78880/150000 || Lr: 0.010218 || Task Loss: 0.9850 || KD Loss: 0.3495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:02 || Estimated Time: 1 day, 11:06:13
2023-07-26 01:43:36,696 semantic_segmentation INFO: Iters: 78890/150000 || Lr: 0.010216 || Task Loss: 0.5196 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:18 || Estimated Time: 1 day, 11:05:54
2023-07-26 01:43:53,314 semantic_segmentation INFO: Iters: 78900/150000 || Lr: 0.010215 || Task Loss: 0.6486 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:35 || Estimated Time: 1 day, 11:05:35
2023-07-26 01:44:09,833 semantic_segmentation INFO: Iters: 78910/150000 || Lr: 0.010214 || Task Loss: 0.3510 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:52 || Estimated Time: 1 day, 11:05:16
2023-07-26 01:44:26,366 semantic_segmentation INFO: Iters: 78920/150000 || Lr: 0.010212 || Task Loss: 0.5122 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:08 || Estimated Time: 1 day, 11:04:57
2023-07-26 01:44:42,887 semantic_segmentation INFO: Iters: 78930/150000 || Lr: 0.010211 || Task Loss: 0.7119 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:25 || Estimated Time: 1 day, 11:04:38
2023-07-26 01:44:59,483 semantic_segmentation INFO: Iters: 78940/150000 || Lr: 0.010210 || Task Loss: 0.5573 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:41 || Estimated Time: 1 day, 11:04:20
2023-07-26 01:45:16,060 semantic_segmentation INFO: Iters: 78950/150000 || Lr: 0.010208 || Task Loss: 0.4040 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:58 || Estimated Time: 1 day, 11:04:01
2023-07-26 01:45:32,724 semantic_segmentation INFO: Iters: 78960/150000 || Lr: 0.010207 || Task Loss: 0.5641 || KD Loss: 0.1997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:15 || Estimated Time: 1 day, 11:03:42
2023-07-26 01:45:49,287 semantic_segmentation INFO: Iters: 78970/150000 || Lr: 0.010206 || Task Loss: 0.4173 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:31 || Estimated Time: 1 day, 11:03:23
2023-07-26 01:46:05,864 semantic_segmentation INFO: Iters: 78980/150000 || Lr: 0.010205 || Task Loss: 0.6426 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:48 || Estimated Time: 1 day, 11:03:04
2023-07-26 01:46:22,400 semantic_segmentation INFO: Iters: 78990/150000 || Lr: 0.010203 || Task Loss: 0.6151 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:04 || Estimated Time: 1 day, 11:02:45
2023-07-26 01:46:39,145 semantic_segmentation INFO: Iters: 79000/150000 || Lr: 0.010202 || Task Loss: 0.4189 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:21 || Estimated Time: 1 day, 11:02:27
2023-07-26 01:46:55,694 semantic_segmentation INFO: Iters: 79010/150000 || Lr: 0.010201 || Task Loss: 0.4506 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:37 || Estimated Time: 1 day, 11:02:08
2023-07-26 01:47:12,586 semantic_segmentation INFO: Iters: 79020/150000 || Lr: 0.010199 || Task Loss: 0.6001 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:54 || Estimated Time: 1 day, 11:01:49
2023-07-26 01:47:29,176 semantic_segmentation INFO: Iters: 79030/150000 || Lr: 0.010198 || Task Loss: 0.5357 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:11 || Estimated Time: 1 day, 11:01:30
2023-07-26 01:47:45,701 semantic_segmentation INFO: Iters: 79040/150000 || Lr: 0.010197 || Task Loss: 0.4698 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:27 || Estimated Time: 1 day, 11:01:12
2023-07-26 01:48:02,296 semantic_segmentation INFO: Iters: 79050/150000 || Lr: 0.010196 || Task Loss: 0.8711 || KD Loss: 0.3386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:44 || Estimated Time: 1 day, 11:00:53
2023-07-26 01:48:18,898 semantic_segmentation INFO: Iters: 79060/150000 || Lr: 0.010194 || Task Loss: 0.5013 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:01 || Estimated Time: 1 day, 11:00:34
2023-07-26 01:48:35,522 semantic_segmentation INFO: Iters: 79070/150000 || Lr: 0.010193 || Task Loss: 0.6495 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:17 || Estimated Time: 1 day, 11:00:15
2023-07-26 01:48:52,185 semantic_segmentation INFO: Iters: 79080/150000 || Lr: 0.010192 || Task Loss: 0.3229 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:34 || Estimated Time: 1 day, 10:59:56
2023-07-26 01:49:08,711 semantic_segmentation INFO: Iters: 79090/150000 || Lr: 0.010190 || Task Loss: 0.4600 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:50 || Estimated Time: 1 day, 10:59:37
2023-07-26 01:49:25,307 semantic_segmentation INFO: Iters: 79100/150000 || Lr: 0.010189 || Task Loss: 0.4295 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:07 || Estimated Time: 1 day, 10:59:19
2023-07-26 01:49:41,984 semantic_segmentation INFO: Iters: 79110/150000 || Lr: 0.010188 || Task Loss: 0.6906 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:24 || Estimated Time: 1 day, 10:59:00
2023-07-26 01:49:58,563 semantic_segmentation INFO: Iters: 79120/150000 || Lr: 0.010186 || Task Loss: 0.5764 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:40 || Estimated Time: 1 day, 10:58:41
2023-07-26 01:50:15,236 semantic_segmentation INFO: Iters: 79130/150000 || Lr: 0.010185 || Task Loss: 0.5411 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:57 || Estimated Time: 1 day, 10:58:22
2023-07-26 01:50:31,662 semantic_segmentation INFO: Iters: 79140/150000 || Lr: 0.010184 || Task Loss: 0.5280 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:13 || Estimated Time: 1 day, 10:58:03
2023-07-26 01:50:48,302 semantic_segmentation INFO: Iters: 79150/150000 || Lr: 0.010183 || Task Loss: 0.5485 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:30 || Estimated Time: 1 day, 10:57:45
2023-07-26 01:51:04,890 semantic_segmentation INFO: Iters: 79160/150000 || Lr: 0.010181 || Task Loss: 0.4532 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:47 || Estimated Time: 1 day, 10:57:26
2023-07-26 01:51:21,416 semantic_segmentation INFO: Iters: 79170/150000 || Lr: 0.010180 || Task Loss: 1.0393 || KD Loss: 0.3070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:03 || Estimated Time: 1 day, 10:57:07
2023-07-26 01:51:38,018 semantic_segmentation INFO: Iters: 79180/150000 || Lr: 0.010179 || Task Loss: 0.5734 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:20 || Estimated Time: 1 day, 10:56:48
2023-07-26 01:51:54,608 semantic_segmentation INFO: Iters: 79190/150000 || Lr: 0.010177 || Task Loss: 0.8889 || KD Loss: 0.2386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:36 || Estimated Time: 1 day, 10:56:29
2023-07-26 01:52:11,506 semantic_segmentation INFO: Iters: 79200/150000 || Lr: 0.010176 || Task Loss: 0.4711 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:53 || Estimated Time: 1 day, 10:56:11
2023-07-26 01:52:11,632 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 01:52:12,023 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.987, mIoU: 0.091
2023-07-26 01:52:12,047 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.135
2023-07-26 01:52:12,058 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.135
2023-07-26 01:52:12,073 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.135
2023-07-26 01:52:12,086 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.949, mIoU: 0.206
2023-07-26 01:52:12,099 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.252
2023-07-26 01:52:12,114 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.288
2023-07-26 01:52:12,129 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.294
2023-07-26 01:52:12,142 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.333
2023-07-26 01:52:12,156 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.373
2023-07-26 01:52:12,171 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.375
2023-07-26 01:52:12,186 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.402
2023-07-26 01:52:12,199 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.900, mIoU: 0.349
2023-07-26 01:52:12,214 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.898, mIoU: 0.336
2023-07-26 01:52:12,228 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.897, mIoU: 0.324
2023-07-26 01:52:12,241 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.900, mIoU: 0.320
2023-07-26 01:52:12,252 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.893, mIoU: 0.313
2023-07-26 01:52:12,265 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.887, mIoU: 0.308
2023-07-26 01:52:12,280 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.889, mIoU: 0.308
2023-07-26 01:52:12,297 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.891, mIoU: 0.349
2023-07-26 01:52:12,312 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.897, mIoU: 0.356
2023-07-26 01:52:12,328 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.368
2023-07-26 01:52:12,343 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.894, mIoU: 0.386
2023-07-26 01:52:12,360 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.897, mIoU: 0.384
2023-07-26 01:52:12,376 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.384
2023-07-26 01:52:12,390 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.386
2023-07-26 01:52:12,405 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.897, mIoU: 0.387
2023-07-26 01:52:12,416 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.900, mIoU: 0.387
2023-07-26 01:52:12,431 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.380
2023-07-26 01:52:12,447 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.900, mIoU: 0.380
2023-07-26 01:52:12,462 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.384
2023-07-26 01:52:12,479 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.384
2023-07-26 01:52:12,494 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.395
2023-07-26 01:52:12,509 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.908, mIoU: 0.392
2023-07-26 01:52:12,524 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.426
2023-07-26 01:52:12,539 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.427
2023-07-26 01:52:12,553 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.429
2023-07-26 01:52:12,566 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.469
2023-07-26 01:52:12,582 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.905, mIoU: 0.483
2023-07-26 01:52:12,595 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.481
2023-07-26 01:52:12,608 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.506
2023-07-26 01:52:12,623 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.505
2023-07-26 01:52:12,637 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.507
2023-07-26 01:52:12,650 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.506
2023-07-26 01:52:12,665 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.908, mIoU: 0.514
2023-07-26 01:52:12,679 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.518
2023-07-26 01:52:12,693 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-26 01:52:12,705 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.911, mIoU: 0.524
2023-07-26 01:52:12,720 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.911, mIoU: 0.525
2023-07-26 01:52:12,736 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.522
2023-07-26 01:52:12,752 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.909, mIoU: 0.513
2023-07-26 01:52:12,767 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.513
2023-07-26 01:52:12,780 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.911, mIoU: 0.511
2023-07-26 01:52:12,796 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.911, mIoU: 0.511
2023-07-26 01:52:12,811 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.513
2023-07-26 01:52:12,824 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-26 01:52:12,839 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.501
2023-07-26 01:52:12,856 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.501
2023-07-26 01:52:12,869 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.503
2023-07-26 01:52:12,884 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.902, mIoU: 0.512
2023-07-26 01:52:12,897 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.899, mIoU: 0.483
2023-07-26 01:52:12,912 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.900, mIoU: 0.481
2023-07-26 01:52:12,924 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.901, mIoU: 0.481
2023-07-26 01:52:12,942 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.480
2023-07-26 01:52:12,955 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.494
2023-07-26 01:52:12,970 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.494
2023-07-26 01:52:12,985 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.495
2023-07-26 01:52:12,998 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.541
2023-07-26 01:52:13,013 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.543
2023-07-26 01:52:13,028 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.541
2023-07-26 01:52:13,043 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.558
2023-07-26 01:52:13,056 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.558
2023-07-26 01:52:13,071 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.552
2023-07-26 01:52:13,087 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.549
2023-07-26 01:52:13,101 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.904, mIoU: 0.563
2023-07-26 01:52:13,116 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-26 01:52:13,130 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-26 01:52:13,140 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-26 01:52:13,155 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-26 01:52:13,171 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 01:52:13,184 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 01:52:13,198 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 01:52:13,213 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 01:52:13,227 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-26 01:52:13,243 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-26 01:52:13,257 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-26 01:52:13,272 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.890, mIoU: 0.543
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2023-07-26 01:52:13,301 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-26 01:52:13,314 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-26 01:52:13,329 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.887, mIoU: 0.554
2023-07-26 01:52:13,344 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-26 01:52:13,359 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-26 01:52:13,373 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 01:52:13,388 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 01:52:13,402 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 01:52:13,415 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 01:52:13,428 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.887, mIoU: 0.564
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2023-07-26 01:52:13,512 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.888, mIoU: 0.560
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2023-07-26 01:52:13,539 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 01:52:13,583 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.888, mIoU: 0.549
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2023-07-26 01:52:13,608 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-26 01:52:13,622 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-26 01:52:13,736 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-26 01:52:13,750 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-26 01:52:13,763 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-26 01:52:13,776 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-26 01:52:13,791 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.889, mIoU: 0.541
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2023-07-26 01:52:14,014 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.890, mIoU: 0.546
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2023-07-26 01:52:14,118 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-26 01:52:14,128 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 01:52:14,142 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-26 01:52:14,157 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-26 01:52:14,170 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.891, mIoU: 0.566
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2023-07-26 01:52:14,197 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-26 01:52:14,209 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 01:52:14,224 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.891, mIoU: 0.564
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2023-07-26 01:52:14,253 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.891, mIoU: 0.565
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2023-07-26 01:52:14,323 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-26 01:52:14,351 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-26 01:52:14,390 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 01:52:14,405 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-26 01:52:14,523 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.890, mIoU: 0.539
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2023-07-26 01:52:14,552 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.890, mIoU: 0.537
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2023-07-26 01:52:18,350 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 01:52:18,365 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,379 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,394 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 01:52:18,407 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,421 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,434 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-26 01:52:18,444 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-26 01:52:18,457 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-26 01:52:18,471 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-26 01:52:18,485 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-26 01:52:18,500 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-26 01:52:18,515 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-26 01:52:18,530 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 01:52:18,544 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 01:52:18,553 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 01:52:18,563 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 01:52:18,575 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,588 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 01:52:18,603 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-26 01:52:18,615 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-26 01:52:18,630 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 01:52:18,646 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 01:52:18,661 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 01:52:18,676 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 01:52:18,691 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 01:52:18,704 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 01:52:18,719 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 01:52:18,734 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 01:52:18,747 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,762 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,773 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,788 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 01:52:18,802 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,817 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,832 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 01:52:18,846 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 01:52:18,856 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-26 01:52:18,868 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-26 01:52:18,883 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 01:52:18,897 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 01:52:18,909 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 01:52:18,922 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 01:52:18,935 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 01:52:18,949 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 01:52:18,964 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 01:52:18,978 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-26 01:52:18,987 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-26 01:52:19,001 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-26 01:52:19,015 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-26 01:52:19,028 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-26 01:52:19,043 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.899, mIoU: 0.568
2023-07-26 01:52:19,058 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.899, mIoU: 0.569
2023-07-26 01:52:19,072 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.899, mIoU: 0.569
2023-07-26 01:52:19,087 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-26 01:52:19,101 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-26 01:52:19,116 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 01:52:19,132 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 01:52:19,147 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 01:52:19,163 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 01:52:19,177 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 01:52:19,190 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 01:52:19,205 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 01:52:19,219 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-26 01:52:19,233 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-26 01:52:19,247 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 01:52:19,262 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 01:52:19,277 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 01:52:19,292 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 01:52:19,304 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 01:52:19,317 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 01:52:19,332 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 01:52:19,346 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 01:52:19,360 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 01:52:19,374 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 01:52:19,387 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 01:52:19,401 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 01:52:19,415 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 01:52:19,428 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 01:52:19,442 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:19,454 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:19,469 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:19,482 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:19,494 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,507 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,522 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,537 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,553 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,568 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,576 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,592 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:19,607 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,623 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,638 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,653 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,665 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,677 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,691 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,705 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:19,719 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:19,731 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,743 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,757 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,770 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,784 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:19,796 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:19,810 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,825 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,839 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,851 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 01:52:19,866 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,880 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,893 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,907 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,921 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,935 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,949 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:19,961 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:19,976 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:19,989 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,005 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,015 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,029 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,043 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,056 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,070 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,083 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,098 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,113 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,129 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,142 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,154 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,168 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,183 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,198 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,213 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,228 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,243 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,256 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:20,271 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:20,286 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:20,298 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:20,313 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:20,327 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:20,341 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,356 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,370 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,381 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:20,396 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:20,410 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:20,424 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:20,438 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:20,452 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:20,464 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:20,478 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:20,493 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:20,508 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:20,521 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:20,536 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 01:52:20,550 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 01:52:20,565 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:20,580 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:20,595 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 01:52:20,610 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:20,625 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 01:52:20,640 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-26 01:52:20,667 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.901, mIoU: 0.581
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2023-07-26 01:52:20,723 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:20,738 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.900, mIoU: 0.581
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2023-07-26 01:52:20,794 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-26 01:52:20,823 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 01:52:20,837 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:20,851 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.900, mIoU: 0.580
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2023-07-26 01:52:20,879 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:20,893 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-26 01:52:20,926 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:20,941 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:20,951 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:20,964 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-26 01:52:20,992 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:21,007 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:21,020 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 01:52:21,033 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-26 01:52:21,063 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:21,078 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 01:52:21,094 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,106 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,120 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,133 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,147 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:21,162 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:21,177 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,191 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:21,205 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,220 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,233 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 01:52:21,247 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 01:52:21,261 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 01:52:21,274 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:21,287 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:21,301 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:21,316 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 01:52:21,330 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:21,343 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:21,357 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:21,372 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,387 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,399 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:21,412 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,419 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,434 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,449 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:21,463 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:21,478 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:21,493 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,507 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:21,523 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,538 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,550 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,565 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,578 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,593 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,608 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,620 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,633 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,646 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:21,659 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:21,672 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:21,685 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:21,698 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:21,712 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:21,728 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:21,740 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:21,754 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:21,767 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,778 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,793 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,808 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,822 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,837 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,852 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:21,867 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:21,880 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:21,895 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:21,909 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:21,926 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:21,941 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:21,956 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:21,971 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:21,984 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:21,997 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:22,009 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,024 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,039 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:22,052 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:22,065 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:22,079 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,093 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,108 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,122 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,137 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,150 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,164 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,177 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,190 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,205 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:22,219 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,234 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,247 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,263 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,278 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,291 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,304 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,319 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,334 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,349 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,364 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:22,376 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,389 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,403 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,416 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,431 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:22,448 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,461 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,476 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,489 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,503 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,518 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,531 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:22,544 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,559 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,574 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:22,587 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,601 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:22,616 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:22,629 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:22,643 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:22,658 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,673 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,690 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,704 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,718 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,731 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,747 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,761 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,774 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,790 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,805 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,817 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,833 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,849 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:22,864 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:22,880 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,893 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:22,905 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,920 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,933 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,945 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,957 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,973 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,985 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:22,998 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,012 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,027 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,041 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,056 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,068 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,081 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,095 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,110 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,124 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,139 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 01:52:23,152 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,165 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,177 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,193 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,208 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,223 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,237 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,248 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,261 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,276 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,291 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,304 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,319 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,332 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,347 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,359 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,374 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,386 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,401 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,415 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,428 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,443 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,458 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,472 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,486 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,501 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,515 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,529 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,544 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,558 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 01:52:23,573 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,586 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,599 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,612 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 01:52:23,628 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:23,641 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,657 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,672 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,683 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,697 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,713 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,727 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,740 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,756 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,770 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,783 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,798 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,813 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,828 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 01:52:23,840 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,852 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 01:52:23,868 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,883 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:23,898 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:23,911 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:23,926 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:23,940 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,956 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:23,970 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,983 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:23,998 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:24,011 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:24,025 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:24,039 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:24,052 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:24,067 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:24,080 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:24,094 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:24,109 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:24,123 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:24,137 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:24,151 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:24,165 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,180 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:24,196 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,210 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:24,226 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,241 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,251 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,265 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,278 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,293 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,308 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,324 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:24,337 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,352 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,366 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,380 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,395 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,411 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,423 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,439 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 01:52:24,453 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,468 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:24,480 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,495 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,509 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,524 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,536 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,551 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,566 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,579 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,593 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,608 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,621 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,635 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,648 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,662 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,677 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,692 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,706 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,722 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,736 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,749 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,762 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:24,776 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,789 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,802 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,816 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,831 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,845 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,861 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:24,873 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:24,886 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,902 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,916 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,928 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,943 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,955 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,971 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:24,985 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,001 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,016 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,031 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,040 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,056 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,072 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,085 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,099 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,114 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,129 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,142 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,156 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,171 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,187 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,201 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 01:52:25,215 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 01:52:25,230 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 01:52:25,245 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 01:52:25,257 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 01:52:25,272 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 01:52:25,286 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 01:52:25,299 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 01:52:25,311 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,325 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,340 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,354 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,360 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,373 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,385 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 01:52:25,398 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,410 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 01:52:25,425 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:25,440 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 01:52:25,455 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:25,467 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:25,480 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 01:52:25,495 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:25,506 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:25,521 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:25,534 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:25,550 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:25,565 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,580 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,594 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,605 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,618 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,632 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,646 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,660 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,675 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,687 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,697 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,707 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,720 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,730 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,744 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,757 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,771 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,785 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 01:52:25,800 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 01:52:25,814 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:25,829 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:25,844 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:25,859 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,874 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,888 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,903 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,918 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,933 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:25,946 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,959 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,974 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:25,986 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-26 01:52:26,002 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-26 01:52:26,015 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,029 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,044 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,061 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,076 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,089 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,104 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,118 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,133 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,147 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,160 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,172 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,187 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,202 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 01:52:26,217 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 01:52:26,231 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 01:52:26,247 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-26 01:52:26,262 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-26 01:52:26,277 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,291 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,304 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,319 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,330 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,343 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,358 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 01:52:26,369 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,384 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.905, mIoU: 0.592
2023-07-26 01:52:26,399 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 01:52:26,413 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,428 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,443 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,457 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,471 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,483 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 01:52:26,498 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,510 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,524 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,539 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,551 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,565 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,577 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,591 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,606 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,622 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,637 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,651 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,664 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,677 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,692 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,705 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,719 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,734 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,750 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,765 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,778 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,791 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,806 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:26,821 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:26,836 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:26,849 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:26,861 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,876 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:26,890 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:26,905 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:26,920 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:26,934 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.904, mIoU: 0.588
2023-07-26 01:52:26,949 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,962 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,977 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:26,991 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 01:52:27,006 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,020 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,034 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,047 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,062 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,077 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,093 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,105 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,120 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:27,135 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,150 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,163 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 01:52:27,178 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,193 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,208 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,223 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,237 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,252 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,264 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,279 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,294 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,307 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,322 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,334 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,343 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,357 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,371 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,384 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,399 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,413 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,425 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:27,438 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,453 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,467 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,482 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,499 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,513 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,529 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 01:52:27,544 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,557 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,572 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,586 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,601 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,613 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,626 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,640 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,655 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,669 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,684 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:27,696 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,711 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,725 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,737 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,752 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,768 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,782 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,797 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,811 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:27,825 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:27,840 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,856 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,871 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,884 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:27,899 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:27,912 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,925 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:27,938 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,952 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,967 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,981 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:27,996 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,006 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,019 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,034 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,050 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,062 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,076 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,092 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,106 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,119 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,133 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,147 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,160 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,174 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,186 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,199 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,213 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,228 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,242 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,256 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,269 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,284 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,299 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,311 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,325 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,340 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 01:52:28,355 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,370 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,383 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 01:52:28,396 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:28,410 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,425 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:28,439 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,452 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,466 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,482 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,496 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,506 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,520 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,535 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,549 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,564 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:28,576 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:28,590 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 01:52:28,604 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,617 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,631 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,645 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:28,659 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,674 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,690 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:28,704 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:28,718 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:28,732 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:28,745 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,759 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,774 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,790 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:28,802 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.902, mIoU: 0.589
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2023-07-26 01:52:28,829 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,843 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,858 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,873 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,885 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.902, mIoU: 0.589
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2023-07-26 01:52:28,941 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.902, mIoU: 0.589
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2023-07-26 01:52:28,969 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:28,980 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:28,994 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:29,009 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:29,023 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,036 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,048 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,062 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,076 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,090 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,103 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,118 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,131 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,144 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,158 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,173 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,188 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,202 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,218 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,231 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,246 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,260 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,275 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,289 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:29,302 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,315 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:29,330 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,345 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:29,359 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:29,372 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,385 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,399 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,413 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,426 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,439 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,453 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,468 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,482 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,497 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,511 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,527 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,539 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,553 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,568 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,581 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,595 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,610 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,625 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,639 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,653 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 01:52:29,668 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:29,682 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:29,697 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:29,711 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 01:52:29,726 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,741 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,755 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:29,770 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,785 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,798 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,810 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,824 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,839 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,852 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,866 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,881 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,895 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,909 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,924 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,938 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,952 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,965 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,977 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:29,990 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,002 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,015 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,030 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 01:52:30,044 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,057 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,069 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,084 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:30,095 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:30,109 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:30,124 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:30,139 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,153 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,168 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 01:52:30,181 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:30,195 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 01:52:30,209 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,222 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,237 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,252 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,268 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,280 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:30,295 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:30,310 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,324 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,339 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,352 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 01:52:30,366 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:30,381 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,396 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,410 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,423 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,437 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,452 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,467 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,481 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,496 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,510 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,525 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,535 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,548 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,561 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,573 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,589 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,604 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,617 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,629 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,642 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,655 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,669 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,682 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,696 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,711 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,724 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,739 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,754 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:30,767 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:30,782 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,797 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,810 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,825 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,836 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 01:52:30,852 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:30,867 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 01:52:30,882 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,897 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,909 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,922 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,935 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,949 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:30,963 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,975 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:30,987 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,001 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,015 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,029 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,042 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,056 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,071 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,086 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,100 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,114 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,122 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,136 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,148 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,160 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,174 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,189 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,202 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,217 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,231 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,245 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,260 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,272 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,286 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,302 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,316 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,330 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,345 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,361 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,373 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,387 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,401 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,415 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,427 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,440 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,454 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,468 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,483 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,497 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,511 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,525 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,539 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,552 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,567 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,580 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,595 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,610 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,625 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,640 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,653 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,668 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,683 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,698 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,713 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,728 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,743 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,758 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,770 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,785 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,797 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,812 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,826 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,841 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,856 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,870 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,883 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,893 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,907 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,920 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,934 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,949 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,963 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,978 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 01:52:31,989 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:31,998 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,014 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 01:52:32,028 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,043 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,055 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,069 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,084 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,096 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,111 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,125 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,138 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,153 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,165 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,180 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,194 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,209 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,222 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,236 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,250 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,265 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,280 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,292 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,306 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 01:52:32,321 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 01:52:32,337 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 01:52:48,744 semantic_segmentation INFO: Iters: 79210/150000 || Lr: 0.010175 || Task Loss: 0.3070 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:31 || Estimated Time: 1 day, 10:56:10
2023-07-26 01:53:05,248 semantic_segmentation INFO: Iters: 79220/150000 || Lr: 0.010174 || Task Loss: 0.6351 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:47 || Estimated Time: 1 day, 10:55:51
2023-07-26 01:53:21,708 semantic_segmentation INFO: Iters: 79230/150000 || Lr: 0.010172 || Task Loss: 0.4272 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:03 || Estimated Time: 1 day, 10:55:33
2023-07-26 01:53:38,313 semantic_segmentation INFO: Iters: 79240/150000 || Lr: 0.010171 || Task Loss: 0.4146 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:20 || Estimated Time: 1 day, 10:55:14
2023-07-26 01:53:55,005 semantic_segmentation INFO: Iters: 79250/150000 || Lr: 0.010170 || Task Loss: 0.4344 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:37 || Estimated Time: 1 day, 10:54:55
2023-07-26 01:54:11,680 semantic_segmentation INFO: Iters: 79260/150000 || Lr: 0.010168 || Task Loss: 0.3757 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:53 || Estimated Time: 1 day, 10:54:36
2023-07-26 01:54:28,308 semantic_segmentation INFO: Iters: 79270/150000 || Lr: 0.010167 || Task Loss: 0.4921 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:10 || Estimated Time: 1 day, 10:54:17
2023-07-26 01:54:44,994 semantic_segmentation INFO: Iters: 79280/150000 || Lr: 0.010166 || Task Loss: 0.4969 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:27 || Estimated Time: 1 day, 10:53:59
2023-07-26 01:55:01,577 semantic_segmentation INFO: Iters: 79290/150000 || Lr: 0.010165 || Task Loss: 0.7670 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:43 || Estimated Time: 1 day, 10:53:40
2023-07-26 01:55:18,414 semantic_segmentation INFO: Iters: 79300/150000 || Lr: 0.010163 || Task Loss: 0.4051 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:00 || Estimated Time: 1 day, 10:53:21
2023-07-26 01:55:35,467 semantic_segmentation INFO: Iters: 79310/150000 || Lr: 0.010162 || Task Loss: 0.7028 || KD Loss: 0.2876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:17 || Estimated Time: 1 day, 10:53:03
2023-07-26 01:55:51,991 semantic_segmentation INFO: Iters: 79320/150000 || Lr: 0.010161 || Task Loss: 0.5329 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:34 || Estimated Time: 1 day, 10:52:44
2023-07-26 01:56:08,565 semantic_segmentation INFO: Iters: 79330/150000 || Lr: 0.010159 || Task Loss: 0.5827 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:50 || Estimated Time: 1 day, 10:52:25
2023-07-26 01:56:25,262 semantic_segmentation INFO: Iters: 79340/150000 || Lr: 0.010158 || Task Loss: 0.5718 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:07 || Estimated Time: 1 day, 10:52:07
2023-07-26 01:56:42,337 semantic_segmentation INFO: Iters: 79350/150000 || Lr: 0.010157 || Task Loss: 0.7214 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:24 || Estimated Time: 1 day, 10:51:48
2023-07-26 01:56:58,849 semantic_segmentation INFO: Iters: 79360/150000 || Lr: 0.010155 || Task Loss: 0.5730 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:41 || Estimated Time: 1 day, 10:51:29
2023-07-26 01:57:15,519 semantic_segmentation INFO: Iters: 79370/150000 || Lr: 0.010154 || Task Loss: 0.5921 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:57 || Estimated Time: 1 day, 10:51:11
2023-07-26 01:57:32,106 semantic_segmentation INFO: Iters: 79380/150000 || Lr: 0.010153 || Task Loss: 0.5449 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:10:14 || Estimated Time: 1 day, 10:50:52
2023-07-26 01:57:48,703 semantic_segmentation INFO: Iters: 79390/150000 || Lr: 0.010152 || Task Loss: 0.4585 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:10:30 || Estimated Time: 1 day, 10:50:33
2023-07-26 01:58:05,266 semantic_segmentation INFO: Iters: 79400/150000 || Lr: 0.010150 || Task Loss: 0.4253 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:10:47 || Estimated Time: 1 day, 10:50:14
2023-07-26 01:58:22,017 semantic_segmentation INFO: Iters: 79410/150000 || Lr: 0.010149 || Task Loss: 0.6261 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:04 || Estimated Time: 1 day, 10:49:55
2023-07-26 01:58:38,560 semantic_segmentation INFO: Iters: 79420/150000 || Lr: 0.010148 || Task Loss: 0.4122 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:20 || Estimated Time: 1 day, 10:49:37
2023-07-26 01:58:55,444 semantic_segmentation INFO: Iters: 79430/150000 || Lr: 0.010146 || Task Loss: 0.5903 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:37 || Estimated Time: 1 day, 10:49:18
2023-07-26 01:59:12,006 semantic_segmentation INFO: Iters: 79440/150000 || Lr: 0.010145 || Task Loss: 0.5972 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:54 || Estimated Time: 1 day, 10:48:59
2023-07-26 01:59:28,501 semantic_segmentation INFO: Iters: 79450/150000 || Lr: 0.010144 || Task Loss: 0.5128 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:12:10 || Estimated Time: 1 day, 10:48:40
2023-07-26 01:59:45,017 semantic_segmentation INFO: Iters: 79460/150000 || Lr: 0.010143 || Task Loss: 0.4863 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:12:27 || Estimated Time: 1 day, 10:48:21
2023-07-26 02:00:01,625 semantic_segmentation INFO: Iters: 79470/150000 || Lr: 0.010141 || Task Loss: 0.8685 || KD Loss: 0.3200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:12:43 || Estimated Time: 1 day, 10:48:03
2023-07-26 02:00:18,181 semantic_segmentation INFO: Iters: 79480/150000 || Lr: 0.010140 || Task Loss: 0.5926 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:00 || Estimated Time: 1 day, 10:47:44
2023-07-26 02:00:34,805 semantic_segmentation INFO: Iters: 79490/150000 || Lr: 0.010139 || Task Loss: 0.4965 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:17 || Estimated Time: 1 day, 10:47:25
2023-07-26 02:00:51,331 semantic_segmentation INFO: Iters: 79500/150000 || Lr: 0.010137 || Task Loss: 0.8818 || KD Loss: 0.2541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:33 || Estimated Time: 1 day, 10:47:06
2023-07-26 02:01:07,822 semantic_segmentation INFO: Iters: 79510/150000 || Lr: 0.010136 || Task Loss: 0.6596 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:50 || Estimated Time: 1 day, 10:46:47
2023-07-26 02:01:24,461 semantic_segmentation INFO: Iters: 79520/150000 || Lr: 0.010135 || Task Loss: 0.5415 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:06 || Estimated Time: 1 day, 10:46:29
2023-07-26 02:01:40,938 semantic_segmentation INFO: Iters: 79530/150000 || Lr: 0.010133 || Task Loss: 0.4768 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:23 || Estimated Time: 1 day, 10:46:10
2023-07-26 02:01:57,526 semantic_segmentation INFO: Iters: 79540/150000 || Lr: 0.010132 || Task Loss: 0.3390 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:39 || Estimated Time: 1 day, 10:45:51
2023-07-26 02:02:14,104 semantic_segmentation INFO: Iters: 79550/150000 || Lr: 0.010131 || Task Loss: 0.4882 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:56 || Estimated Time: 1 day, 10:45:32
2023-07-26 02:02:31,047 semantic_segmentation INFO: Iters: 79560/150000 || Lr: 0.010130 || Task Loss: 0.4283 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:13 || Estimated Time: 1 day, 10:45:14
2023-07-26 02:02:47,604 semantic_segmentation INFO: Iters: 79570/150000 || Lr: 0.010128 || Task Loss: 0.4785 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:29 || Estimated Time: 1 day, 10:44:55
2023-07-26 02:03:04,715 semantic_segmentation INFO: Iters: 79580/150000 || Lr: 0.010127 || Task Loss: 0.4960 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:46 || Estimated Time: 1 day, 10:44:36
2023-07-26 02:03:21,212 semantic_segmentation INFO: Iters: 79590/150000 || Lr: 0.010126 || Task Loss: 0.4311 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:03 || Estimated Time: 1 day, 10:44:17
2023-07-26 02:03:37,878 semantic_segmentation INFO: Iters: 79600/150000 || Lr: 0.010124 || Task Loss: 0.5479 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:20 || Estimated Time: 1 day, 10:43:59
2023-07-26 02:03:54,455 semantic_segmentation INFO: Iters: 79610/150000 || Lr: 0.010123 || Task Loss: 0.5281 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:36 || Estimated Time: 1 day, 10:43:40
2023-07-26 02:04:10,958 semantic_segmentation INFO: Iters: 79620/150000 || Lr: 0.010122 || Task Loss: 0.4959 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:53 || Estimated Time: 1 day, 10:43:21
2023-07-26 02:04:27,572 semantic_segmentation INFO: Iters: 79630/150000 || Lr: 0.010121 || Task Loss: 0.4879 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:09 || Estimated Time: 1 day, 10:43:02
2023-07-26 02:04:44,127 semantic_segmentation INFO: Iters: 79640/150000 || Lr: 0.010119 || Task Loss: 0.5166 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:26 || Estimated Time: 1 day, 10:42:43
2023-07-26 02:05:00,738 semantic_segmentation INFO: Iters: 79650/150000 || Lr: 0.010118 || Task Loss: 0.4888 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:43 || Estimated Time: 1 day, 10:42:25
2023-07-26 02:05:17,207 semantic_segmentation INFO: Iters: 79660/150000 || Lr: 0.010117 || Task Loss: 0.3895 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:59 || Estimated Time: 1 day, 10:42:06
2023-07-26 02:05:33,778 semantic_segmentation INFO: Iters: 79670/150000 || Lr: 0.010115 || Task Loss: 0.4765 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:16 || Estimated Time: 1 day, 10:41:47
2023-07-26 02:05:50,373 semantic_segmentation INFO: Iters: 79680/150000 || Lr: 0.010114 || Task Loss: 0.4679 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:32 || Estimated Time: 1 day, 10:41:28
2023-07-26 02:06:06,910 semantic_segmentation INFO: Iters: 79690/150000 || Lr: 0.010113 || Task Loss: 0.4841 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:49 || Estimated Time: 1 day, 10:41:09
2023-07-26 02:06:23,485 semantic_segmentation INFO: Iters: 79700/150000 || Lr: 0.010111 || Task Loss: 0.4909 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:05 || Estimated Time: 1 day, 10:40:51
2023-07-26 02:06:40,035 semantic_segmentation INFO: Iters: 79710/150000 || Lr: 0.010110 || Task Loss: 0.6337 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:22 || Estimated Time: 1 day, 10:40:32
2023-07-26 02:06:56,721 semantic_segmentation INFO: Iters: 79720/150000 || Lr: 0.010109 || Task Loss: 0.6315 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:39 || Estimated Time: 1 day, 10:40:13
2023-07-26 02:07:13,262 semantic_segmentation INFO: Iters: 79730/150000 || Lr: 0.010108 || Task Loss: 0.4131 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:55 || Estimated Time: 1 day, 10:39:54
2023-07-26 02:07:29,708 semantic_segmentation INFO: Iters: 79740/150000 || Lr: 0.010106 || Task Loss: 0.5862 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:11 || Estimated Time: 1 day, 10:39:35
2023-07-26 02:07:46,263 semantic_segmentation INFO: Iters: 79750/150000 || Lr: 0.010105 || Task Loss: 0.4448 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:28 || Estimated Time: 1 day, 10:39:16
2023-07-26 02:08:02,879 semantic_segmentation INFO: Iters: 79760/150000 || Lr: 0.010104 || Task Loss: 0.4416 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:45 || Estimated Time: 1 day, 10:38:58
2023-07-26 02:08:19,473 semantic_segmentation INFO: Iters: 79770/150000 || Lr: 0.010102 || Task Loss: 0.5209 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:01 || Estimated Time: 1 day, 10:38:39
2023-07-26 02:08:35,839 semantic_segmentation INFO: Iters: 79780/150000 || Lr: 0.010101 || Task Loss: 0.3202 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:18 || Estimated Time: 1 day, 10:38:20
2023-07-26 02:08:52,417 semantic_segmentation INFO: Iters: 79790/150000 || Lr: 0.010100 || Task Loss: 0.4176 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:34 || Estimated Time: 1 day, 10:38:01
2023-07-26 02:09:09,344 semantic_segmentation INFO: Iters: 79800/150000 || Lr: 0.010098 || Task Loss: 0.5063 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:51 || Estimated Time: 1 day, 10:37:43
2023-07-26 02:09:26,296 semantic_segmentation INFO: Iters: 79810/150000 || Lr: 0.010097 || Task Loss: 0.5025 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:08 || Estimated Time: 1 day, 10:37:24
2023-07-26 02:09:42,811 semantic_segmentation INFO: Iters: 79820/150000 || Lr: 0.010096 || Task Loss: 0.3502 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:25 || Estimated Time: 1 day, 10:37:05
2023-07-26 02:09:59,416 semantic_segmentation INFO: Iters: 79830/150000 || Lr: 0.010095 || Task Loss: 0.4130 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:41 || Estimated Time: 1 day, 10:36:47
2023-07-26 02:10:15,980 semantic_segmentation INFO: Iters: 79840/150000 || Lr: 0.010093 || Task Loss: 0.5261 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:58 || Estimated Time: 1 day, 10:36:28
2023-07-26 02:10:32,593 semantic_segmentation INFO: Iters: 79850/150000 || Lr: 0.010092 || Task Loss: 0.4769 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:14 || Estimated Time: 1 day, 10:36:09
2023-07-26 02:10:49,160 semantic_segmentation INFO: Iters: 79860/150000 || Lr: 0.010091 || Task Loss: 0.4189 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:31 || Estimated Time: 1 day, 10:35:50
2023-07-26 02:11:05,785 semantic_segmentation INFO: Iters: 79870/150000 || Lr: 0.010089 || Task Loss: 0.4993 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:48 || Estimated Time: 1 day, 10:35:31
2023-07-26 02:11:22,472 semantic_segmentation INFO: Iters: 79880/150000 || Lr: 0.010088 || Task Loss: 0.3022 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:04 || Estimated Time: 1 day, 10:35:13
2023-07-26 02:11:39,125 semantic_segmentation INFO: Iters: 79890/150000 || Lr: 0.010087 || Task Loss: 0.4801 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:21 || Estimated Time: 1 day, 10:34:54
2023-07-26 02:11:55,710 semantic_segmentation INFO: Iters: 79900/150000 || Lr: 0.010086 || Task Loss: 0.5152 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:37 || Estimated Time: 1 day, 10:34:35
2023-07-26 02:12:12,296 semantic_segmentation INFO: Iters: 79910/150000 || Lr: 0.010084 || Task Loss: 0.5463 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:54 || Estimated Time: 1 day, 10:34:16
2023-07-26 02:12:28,894 semantic_segmentation INFO: Iters: 79920/150000 || Lr: 0.010083 || Task Loss: 0.5171 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:11 || Estimated Time: 1 day, 10:33:58
2023-07-26 02:12:45,536 semantic_segmentation INFO: Iters: 79930/150000 || Lr: 0.010082 || Task Loss: 0.3750 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:27 || Estimated Time: 1 day, 10:33:39
2023-07-26 02:13:02,068 semantic_segmentation INFO: Iters: 79940/150000 || Lr: 0.010080 || Task Loss: 0.5093 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:44 || Estimated Time: 1 day, 10:33:20
2023-07-26 02:13:18,648 semantic_segmentation INFO: Iters: 79950/150000 || Lr: 0.010079 || Task Loss: 0.4392 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:00 || Estimated Time: 1 day, 10:33:01
2023-07-26 02:13:35,235 semantic_segmentation INFO: Iters: 79960/150000 || Lr: 0.010078 || Task Loss: 0.3883 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:17 || Estimated Time: 1 day, 10:32:43
2023-07-26 02:13:51,933 semantic_segmentation INFO: Iters: 79970/150000 || Lr: 0.010076 || Task Loss: 0.5563 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:34 || Estimated Time: 1 day, 10:32:24
2023-07-26 02:14:08,420 semantic_segmentation INFO: Iters: 79980/150000 || Lr: 0.010075 || Task Loss: 0.3237 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:50 || Estimated Time: 1 day, 10:32:05
2023-07-26 02:14:25,008 semantic_segmentation INFO: Iters: 79990/150000 || Lr: 0.010074 || Task Loss: 0.5675 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:07 || Estimated Time: 1 day, 10:31:46
2023-07-26 02:14:41,581 semantic_segmentation INFO: Iters: 80000/150000 || Lr: 0.010073 || Task Loss: 0.6852 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:23 || Estimated Time: 1 day, 10:31:27
2023-07-26 02:14:41,705 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:14:42,096 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 02:14:42,111 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.133
2023-07-26 02:14:42,123 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.143
2023-07-26 02:14:42,136 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.142
2023-07-26 02:14:42,149 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.916, mIoU: 0.196
2023-07-26 02:14:42,161 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.927, mIoU: 0.241
2023-07-26 02:14:42,174 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.923, mIoU: 0.271
2023-07-26 02:14:42,188 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.932, mIoU: 0.282
2023-07-26 02:14:42,200 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.296
2023-07-26 02:14:42,214 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.338
2023-07-26 02:14:42,227 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.340
2023-07-26 02:14:42,241 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.919, mIoU: 0.384
2023-07-26 02:14:42,253 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.892, mIoU: 0.344
2023-07-26 02:14:42,266 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.892, mIoU: 0.333
2023-07-26 02:14:42,280 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.896, mIoU: 0.328
2023-07-26 02:14:42,292 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.326
2023-07-26 02:14:42,302 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.324
2023-07-26 02:14:42,315 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.317
2023-07-26 02:14:42,329 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.893, mIoU: 0.321
2023-07-26 02:14:42,344 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.361
2023-07-26 02:14:42,358 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.364
2023-07-26 02:14:42,373 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.900, mIoU: 0.375
2023-07-26 02:14:42,387 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.898, mIoU: 0.397
2023-07-26 02:14:42,402 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.900, mIoU: 0.408
2023-07-26 02:14:42,417 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.414
2023-07-26 02:14:42,430 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.416
2023-07-26 02:14:42,444 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.416
2023-07-26 02:14:42,455 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.416
2023-07-26 02:14:42,469 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.406
2023-07-26 02:14:42,484 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.406
2023-07-26 02:14:42,498 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.408
2023-07-26 02:14:42,513 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.407
2023-07-26 02:14:42,528 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.417
2023-07-26 02:14:42,542 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.415
2023-07-26 02:14:42,557 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.446
2023-07-26 02:14:42,572 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.447
2023-07-26 02:14:42,585 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.447
2023-07-26 02:14:42,597 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.492
2023-07-26 02:14:42,613 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.915, mIoU: 0.489
2023-07-26 02:14:42,625 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.488
2023-07-26 02:14:42,639 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.509
2023-07-26 02:14:42,653 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.509
2023-07-26 02:14:42,667 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.913, mIoU: 0.508
2023-07-26 02:14:42,680 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.507
2023-07-26 02:14:42,695 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.513
2023-07-26 02:14:42,710 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-26 02:14:42,724 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.524
2023-07-26 02:14:42,737 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.524
2023-07-26 02:14:42,751 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.526
2023-07-26 02:14:42,768 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.522
2023-07-26 02:14:42,783 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.911, mIoU: 0.519
2023-07-26 02:14:42,799 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.913, mIoU: 0.519
2023-07-26 02:14:42,812 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.914, mIoU: 0.517
2023-07-26 02:14:42,828 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.518
2023-07-26 02:14:42,844 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.522
2023-07-26 02:14:42,857 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.518
2023-07-26 02:14:42,872 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.516
2023-07-26 02:14:42,889 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.515
2023-07-26 02:14:42,902 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.516
2023-07-26 02:14:42,917 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.906, mIoU: 0.533
2023-07-26 02:14:42,931 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.534
2023-07-26 02:14:42,946 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.533
2023-07-26 02:14:42,959 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.533
2023-07-26 02:14:42,977 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-26 02:14:42,990 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-26 02:14:43,005 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.539
2023-07-26 02:14:43,019 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.539
2023-07-26 02:14:43,032 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.585
2023-07-26 02:14:43,047 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.585
2023-07-26 02:14:43,062 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.913, mIoU: 0.591
2023-07-26 02:14:43,078 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-26 02:14:43,091 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-26 02:14:43,106 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.608
2023-07-26 02:14:43,121 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.914, mIoU: 0.608
2023-07-26 02:14:43,136 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.914, mIoU: 0.610
2023-07-26 02:14:43,151 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.603
2023-07-26 02:14:43,166 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.598
2023-07-26 02:14:43,175 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-26 02:14:43,191 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 02:14:43,207 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 02:14:43,220 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 02:14:43,235 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 02:14:43,250 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 02:14:43,265 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 02:14:43,280 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-26 02:14:43,295 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.890, mIoU: 0.564
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2023-07-26 02:14:43,340 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 02:14:43,353 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.889, mIoU: 0.569
2023-07-26 02:14:43,368 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.890, mIoU: 0.567
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2023-07-26 02:14:43,399 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.888, mIoU: 0.562
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2023-07-26 02:14:43,429 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.886, mIoU: 0.572
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2023-07-26 02:14:43,526 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-26 02:14:43,539 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.891, mIoU: 0.573
2023-07-26 02:14:43,554 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.886, mIoU: 0.570
2023-07-26 02:14:43,568 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.886, mIoU: 0.566
2023-07-26 02:14:43,581 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.887, mIoU: 0.569
2023-07-26 02:14:43,596 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.887, mIoU: 0.570
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2023-07-26 02:14:43,623 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.888, mIoU: 0.573
2023-07-26 02:14:43,636 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.888, mIoU: 0.571
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2023-07-26 02:14:43,731 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.891, mIoU: 0.572
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2023-07-26 02:14:43,815 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.888, mIoU: 0.561
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2023-07-26 02:14:43,889 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 02:14:43,902 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 02:14:43,917 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.888, mIoU: 0.560
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2023-07-26 02:14:43,972 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 02:14:44,156 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 02:14:44,167 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.891, mIoU: 0.577
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2023-07-26 02:14:44,197 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.891, mIoU: 0.581
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2023-07-26 02:14:47,864 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.885, mIoU: 0.536
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2023-07-26 02:14:47,971 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-26 02:14:47,983 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.886, mIoU: 0.538
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2023-07-26 02:14:48,012 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.886, mIoU: 0.537
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2023-07-26 02:14:48,055 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.884, mIoU: 0.538
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2023-07-26 02:14:48,084 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 02:14:48,097 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 02:14:48,111 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 02:14:48,126 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 02:14:48,139 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 02:14:48,154 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 02:14:48,168 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 02:14:48,181 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.885, mIoU: 0.541
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2023-07-26 02:14:48,224 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.885, mIoU: 0.541
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2023-07-26 02:14:48,255 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.886, mIoU: 0.543
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2023-07-26 02:14:48,328 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-26 02:14:48,415 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-26 02:14:48,430 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-26 02:14:48,443 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.886, mIoU: 0.545
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2023-07-26 02:14:48,620 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-26 02:14:48,674 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.887, mIoU: 0.548
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2023-07-26 02:14:48,703 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-26 02:14:48,718 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.887, mIoU: 0.549
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2023-07-26 02:14:48,758 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-26 02:14:48,772 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-26 02:14:48,785 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-26 02:14:48,799 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.888, mIoU: 0.551
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2023-07-26 02:14:48,839 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.887, mIoU: 0.551
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2023-07-26 02:14:48,973 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 02:14:49,004 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 02:14:49,018 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 02:14:49,026 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 02:14:49,041 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 02:14:49,056 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.890, mIoU: 0.559
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2023-07-26 02:14:49,083 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-26 02:14:49,098 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 02:14:49,111 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 02:14:49,126 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 02:14:49,139 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 02:14:49,154 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 02:14:49,169 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 02:14:49,184 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 02:14:49,199 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 02:14:49,212 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 02:14:49,225 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 02:14:49,239 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 02:14:49,254 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 02:14:49,268 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.891, mIoU: 0.563
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2023-07-26 02:14:49,298 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.891, mIoU: 0.566
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2023-07-26 02:14:49,341 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-26 02:14:49,398 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.892, mIoU: 0.570
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2023-07-26 02:14:49,441 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-26 02:14:49,455 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-26 02:14:49,483 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-26 02:14:49,494 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.576
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2023-07-26 02:14:49,521 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.577
2023-07-26 02:14:49,532 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.892, mIoU: 0.578
2023-07-26 02:14:49,544 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-26 02:14:49,558 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 02:14:49,573 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-26 02:14:49,587 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-26 02:14:49,601 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 02:14:49,610 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-26 02:14:49,624 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 02:14:49,639 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-26 02:14:49,654 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-26 02:14:49,669 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-26 02:14:49,684 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 02:14:49,697 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.893, mIoU: 0.579
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2023-07-26 02:14:49,755 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:49,767 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:49,780 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:49,795 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:49,809 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:49,824 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:49,837 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-26 02:14:49,867 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.576
2023-07-26 02:14:49,882 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.893, mIoU: 0.576
2023-07-26 02:14:49,894 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.893, mIoU: 0.576
2023-07-26 02:14:49,909 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:49,923 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.578
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2023-07-26 02:14:50,522 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-26 02:14:50,536 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 02:14:50,551 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-26 02:14:50,564 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-26 02:14:50,579 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 02:14:50,593 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 02:14:50,608 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 02:14:50,621 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 02:14:50,636 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-26 02:14:50,651 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,665 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,679 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,693 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,706 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,720 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:50,735 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,750 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,762 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,777 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,790 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,805 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,820 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,835 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,849 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,864 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 02:14:50,878 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 02:14:50,892 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:50,906 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 02:14:50,920 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-26 02:14:50,935 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-26 02:14:50,953 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 02:14:50,967 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 02:14:50,982 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-26 02:14:50,992 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 02:14:51,005 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:51,019 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:51,032 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:51,046 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:51,059 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 02:14:51,071 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 02:14:51,086 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-26 02:14:51,103 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-26 02:14:51,118 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-26 02:14:51,134 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,147 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,162 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,175 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,189 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,204 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,219 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,234 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 02:14:51,249 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 02:14:51,264 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-26 02:14:51,277 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 02:14:51,291 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-26 02:14:51,305 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,318 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,331 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,344 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,359 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,374 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,386 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-26 02:14:51,400 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:51,415 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:51,429 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:51,441 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:51,453 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:51,461 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,475 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,490 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,504 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,518 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,533 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,547 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,562 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,576 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,588 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,603 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,616 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,630 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:51,645 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,656 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:14:51,669 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:14:51,681 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,695 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:51,707 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:51,720 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:51,733 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:51,748 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,763 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,775 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,788 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,801 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,812 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,827 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:51,842 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 02:14:51,856 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:51,871 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:51,885 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:51,900 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:51,912 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:51,928 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:51,942 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:51,959 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:51,975 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:51,989 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 02:14:52,004 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 02:14:52,017 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 02:14:52,030 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 02:14:52,042 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:52,057 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:52,072 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 02:14:52,085 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,098 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,113 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:52,127 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:52,142 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-26 02:14:52,157 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:52,172 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:52,184 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,199 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:52,212 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,226 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,241 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,255 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,271 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,284 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,300 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,315 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,328 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,341 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,356 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 02:14:52,371 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,386 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,401 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:52,413 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 02:14:52,426 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 02:14:52,439 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:52,452 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:52,466 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:52,483 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,495 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,510 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,523 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,538 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,553 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,566 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:52,578 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:52,593 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,608 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,621 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:52,636 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:52,651 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 02:14:52,665 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:52,678 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:52,692 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:52,708 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:52,724 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,737 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,750 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,763 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,778 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,791 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,803 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,818 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,832 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,845 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,860 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,874 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:52,889 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,904 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,917 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:52,929 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,944 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,957 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,970 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,983 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:52,999 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,013 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,026 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 02:14:53,040 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,055 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,070 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,086 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,099 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,113 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,127 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,141 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,156 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 02:14:53,170 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 02:14:53,182 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,195 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,207 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,222 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,237 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,250 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,264 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,274 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,286 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,301 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,315 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:53,327 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,341 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,354 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,369 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,382 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,396 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,409 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:53,423 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:53,438 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:53,451 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,466 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:53,480 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,495 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,509 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,523 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,538 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,552 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,566 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,581 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:53,595 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,608 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,621 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,634 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,650 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,663 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,679 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:53,693 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,705 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,718 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,734 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,748 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,762 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,777 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:53,791 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:53,805 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:53,819 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,834 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,849 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 02:14:53,862 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,874 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:53,890 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,905 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,920 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,933 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:53,948 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:53,962 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 02:14:53,976 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 02:14:53,991 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,003 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,018 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,031 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,045 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,058 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 02:14:54,071 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,085 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,098 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,112 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,126 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,140 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,154 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,168 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,183 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,197 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,213 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,227 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,243 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,258 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,267 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,282 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,295 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,309 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,324 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:54,340 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 02:14:54,353 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,368 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,382 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,396 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,412 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,427 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,440 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,456 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,470 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,485 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,498 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,512 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,527 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,542 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 02:14:54,555 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 02:14:54,569 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:54,584 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:54,597 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 02:14:54,610 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,625 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,638 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,652 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 02:14:54,664 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:54,678 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:54,693 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:54,707 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 02:14:54,721 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:54,736 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:54,750 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:54,763 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:54,776 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 02:14:54,791 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:54,804 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:54,817 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:54,832 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:54,846 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:54,861 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:54,876 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:54,889 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:54,902 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:54,918 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:54,933 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 02:14:54,946 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:54,960 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:54,973 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:54,988 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,002 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,017 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,032 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,046 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,055 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,070 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,085 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,098 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,111 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,126 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,140 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,153 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,167 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,182 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,197 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,212 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,226 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,243 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,258 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 02:14:55,271 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 02:14:55,286 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 02:14:55,301 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 02:14:55,315 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,328 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,343 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:55,358 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,373 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,380 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,393 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,405 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,417 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,428 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,443 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,457 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,471 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,482 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,495 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,509 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,519 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,534 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,547 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,561 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,575 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,590 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,604 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,615 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,628 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,642 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,657 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,671 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,686 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,698 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,708 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,719 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,731 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,742 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,757 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,770 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,784 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,799 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,815 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,828 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:55,843 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,858 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,873 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,889 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,903 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,917 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:55,931 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 02:14:55,947 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 02:14:55,959 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:55,972 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:55,987 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:55,999 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,015 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,028 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,042 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,057 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,074 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:56,089 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:56,102 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:56,117 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:56,132 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 02:14:56,147 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 02:14:56,161 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,174 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,187 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,202 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,216 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 02:14:56,231 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 02:14:56,245 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 02:14:56,261 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,276 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 02:14:56,291 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,305 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,317 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,332 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,342 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,355 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,369 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 02:14:56,381 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 02:14:56,395 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 02:14:56,410 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,424 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,440 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,455 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,469 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,483 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,495 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,510 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,523 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,537 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,552 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,564 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,579 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,591 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,606 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,621 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,636 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,650 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,665 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,678 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,690 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,705 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,718 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,730 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,746 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,760 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,775 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,787 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,800 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:56,815 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,830 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,846 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,859 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,872 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,886 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,901 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:14:56,916 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,931 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,946 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,960 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,975 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:14:56,989 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:57,005 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 02:14:57,019 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,033 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,048 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,060 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,075 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,089 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,104 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,117 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,131 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,145 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,161 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,173 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,188 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,202 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,216 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,231 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,246 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,261 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,273 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,288 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,304 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,317 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:57,331 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:57,344 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:57,352 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:57,367 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,381 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:57,394 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:57,409 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,423 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,436 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,449 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,464 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,479 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,494 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,511 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,525 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,541 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,556 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,569 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,584 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,598 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,613 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,625 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,638 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,652 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,667 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,681 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,695 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,707 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 02:14:57,722 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,735 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,748 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,762 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,777 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,791 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,805 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,818 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,832 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,847 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,861 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,876 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,889 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,904 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,917 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,929 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,942 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,956 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:57,971 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:57,985 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:58,000 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:58,011 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 02:14:58,023 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:58,039 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 02:14:58,054 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.897, mIoU: 0.587
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2023-07-26 02:14:58,112 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,125 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,139 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,153 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,166 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,180 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:14:58,193 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.897, mIoU: 0.587
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2023-07-26 02:14:58,263 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.897, mIoU: 0.588
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2023-07-26 02:14:58,317 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:14:58,331 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.589
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2023-07-26 02:14:58,454 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.587
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2023-07-26 02:14:58,594 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:58,607 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.896, mIoU: 0.588
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2023-07-26 02:14:58,694 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,709 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,723 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,738 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,751 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,765 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,781 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,796 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:58,809 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:58,824 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,835 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 02:14:58,850 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,865 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,879 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,891 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,906 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,922 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 02:14:58,936 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,947 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,961 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,975 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:58,985 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 02:14:58,999 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 02:14:59,014 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 02:14:59,028 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:59,040 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 02:14:59,052 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:59,067 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 02:14:59,081 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,096 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 02:14:59,109 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 02:14:59,124 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 02:14:59,137 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,150 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,165 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,180 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,195 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 02:14:59,209 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,226 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,239 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,254 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,268 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,282 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,296 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,309 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,321 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,337 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,351 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,366 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,378 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:14:59,390 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.585
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2023-07-26 02:14:59,418 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,431 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,443 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-26 02:14:59,473 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,488 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,502 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,517 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:59,532 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,545 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,559 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,574 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:59,587 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:59,602 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,617 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,632 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:59,646 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 02:14:59,661 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 02:14:59,676 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,690 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,703 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:14:59,717 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,731 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-26 02:14:59,977 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:14:59,990 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:00,002 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:00,015 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:00,030 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,045 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,058 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,071 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,085 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,097 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,111 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,127 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,142 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:00,157 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:00,173 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.894, mIoU: 0.585
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2023-07-26 02:15:00,201 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:00,216 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 02:15:00,229 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 02:15:00,244 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 02:15:00,259 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 02:15:00,274 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 02:15:00,288 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.586
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2023-07-26 02:15:00,317 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.586
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2023-07-26 02:15:00,426 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.587
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2023-07-26 02:15:00,497 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.587
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2023-07-26 02:15:01,389 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,403 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,417 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,432 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,445 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,457 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,472 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,487 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,501 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,516 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,530 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,544 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,559 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,571 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,585 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,598 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,612 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,627 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,641 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,655 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,668 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,682 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,696 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,711 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,725 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,740 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,756 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,771 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,784 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,799 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,813 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,828 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,843 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,859 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,874 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,889 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,903 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,913 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,928 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,940 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,954 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,968 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:01,983 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:01,997 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,008 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,017 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,033 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,047 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,061 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,073 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,087 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,101 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,113 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,127 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,142 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,156 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,170 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,183 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,197 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,212 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 02:15:02,226 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,239 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,253 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,267 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 02:15:02,281 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,296 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,309 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,323 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,337 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 02:15:02,353 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 02:15:18,756 semantic_segmentation INFO: Iters: 80010/150000 || Lr: 0.010071 || Task Loss: 0.5108 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:01 || Estimated Time: 1 day, 10:31:27
2023-07-26 02:15:35,207 semantic_segmentation INFO: Iters: 80020/150000 || Lr: 0.010070 || Task Loss: 0.5213 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:17 || Estimated Time: 1 day, 10:31:08
2023-07-26 02:15:51,736 semantic_segmentation INFO: Iters: 80030/150000 || Lr: 0.010069 || Task Loss: 0.6668 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:34 || Estimated Time: 1 day, 10:30:49
2023-07-26 02:16:08,340 semantic_segmentation INFO: Iters: 80040/150000 || Lr: 0.010067 || Task Loss: 0.7486 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:50 || Estimated Time: 1 day, 10:30:30
2023-07-26 02:16:24,816 semantic_segmentation INFO: Iters: 80050/150000 || Lr: 0.010066 || Task Loss: 0.4150 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:07 || Estimated Time: 1 day, 10:30:11
2023-07-26 02:16:41,586 semantic_segmentation INFO: Iters: 80060/150000 || Lr: 0.010065 || Task Loss: 0.5598 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:23 || Estimated Time: 1 day, 10:29:53
2023-07-26 02:16:58,209 semantic_segmentation INFO: Iters: 80070/150000 || Lr: 0.010064 || Task Loss: 0.5481 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:40 || Estimated Time: 1 day, 10:29:34
2023-07-26 02:17:14,804 semantic_segmentation INFO: Iters: 80080/150000 || Lr: 0.010062 || Task Loss: 0.4958 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:57 || Estimated Time: 1 day, 10:29:15
2023-07-26 02:17:31,423 semantic_segmentation INFO: Iters: 80090/150000 || Lr: 0.010061 || Task Loss: 0.3610 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:13 || Estimated Time: 1 day, 10:28:56
2023-07-26 02:17:47,971 semantic_segmentation INFO: Iters: 80100/150000 || Lr: 0.010060 || Task Loss: 0.7118 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:30 || Estimated Time: 1 day, 10:28:38
2023-07-26 02:18:04,656 semantic_segmentation INFO: Iters: 80110/150000 || Lr: 0.010058 || Task Loss: 0.5076 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:46 || Estimated Time: 1 day, 10:28:19
2023-07-26 02:18:21,307 semantic_segmentation INFO: Iters: 80120/150000 || Lr: 0.010057 || Task Loss: 0.5811 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:03 || Estimated Time: 1 day, 10:28:00
2023-07-26 02:18:37,928 semantic_segmentation INFO: Iters: 80130/150000 || Lr: 0.010056 || Task Loss: 0.4354 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:20 || Estimated Time: 1 day, 10:27:41
2023-07-26 02:18:54,680 semantic_segmentation INFO: Iters: 80140/150000 || Lr: 0.010054 || Task Loss: 0.3297 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:36 || Estimated Time: 1 day, 10:27:23
2023-07-26 02:19:11,248 semantic_segmentation INFO: Iters: 80150/150000 || Lr: 0.010053 || Task Loss: 0.3114 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:53 || Estimated Time: 1 day, 10:27:04
2023-07-26 02:19:27,956 semantic_segmentation INFO: Iters: 80160/150000 || Lr: 0.010052 || Task Loss: 0.6865 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:10 || Estimated Time: 1 day, 10:26:45
2023-07-26 02:19:44,687 semantic_segmentation INFO: Iters: 80170/150000 || Lr: 0.010051 || Task Loss: 0.4861 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:26 || Estimated Time: 1 day, 10:26:27
2023-07-26 02:20:01,219 semantic_segmentation INFO: Iters: 80180/150000 || Lr: 0.010049 || Task Loss: 0.5643 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:43 || Estimated Time: 1 day, 10:26:08
2023-07-26 02:20:17,850 semantic_segmentation INFO: Iters: 80190/150000 || Lr: 0.010048 || Task Loss: 0.3714 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:00 || Estimated Time: 1 day, 10:25:49
2023-07-26 02:20:34,469 semantic_segmentation INFO: Iters: 80200/150000 || Lr: 0.010047 || Task Loss: 0.6234 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:16 || Estimated Time: 1 day, 10:25:30
2023-07-26 02:20:51,037 semantic_segmentation INFO: Iters: 80210/150000 || Lr: 0.010045 || Task Loss: 0.5033 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:33 || Estimated Time: 1 day, 10:25:12
2023-07-26 02:21:07,640 semantic_segmentation INFO: Iters: 80220/150000 || Lr: 0.010044 || Task Loss: 0.5353 || KD Loss: 0.1720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:49 || Estimated Time: 1 day, 10:24:53
2023-07-26 02:21:24,219 semantic_segmentation INFO: Iters: 80230/150000 || Lr: 0.010043 || Task Loss: 0.4338 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:06 || Estimated Time: 1 day, 10:24:34
2023-07-26 02:21:40,783 semantic_segmentation INFO: Iters: 80240/150000 || Lr: 0.010042 || Task Loss: 0.7657 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:23 || Estimated Time: 1 day, 10:24:15
2023-07-26 02:21:57,295 semantic_segmentation INFO: Iters: 80250/150000 || Lr: 0.010040 || Task Loss: 0.4854 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:39 || Estimated Time: 1 day, 10:23:56
2023-07-26 02:22:13,875 semantic_segmentation INFO: Iters: 80260/150000 || Lr: 0.010039 || Task Loss: 0.3575 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:56 || Estimated Time: 1 day, 10:23:38
2023-07-26 02:22:30,517 semantic_segmentation INFO: Iters: 80270/150000 || Lr: 0.010038 || Task Loss: 0.3606 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:12 || Estimated Time: 1 day, 10:23:19
2023-07-26 02:22:47,142 semantic_segmentation INFO: Iters: 80280/150000 || Lr: 0.010036 || Task Loss: 0.4179 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:29 || Estimated Time: 1 day, 10:23:00
2023-07-26 02:23:03,746 semantic_segmentation INFO: Iters: 80290/150000 || Lr: 0.010035 || Task Loss: 0.8003 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:46 || Estimated Time: 1 day, 10:22:41
2023-07-26 02:23:20,275 semantic_segmentation INFO: Iters: 80300/150000 || Lr: 0.010034 || Task Loss: 0.5578 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:02 || Estimated Time: 1 day, 10:22:23
2023-07-26 02:23:36,856 semantic_segmentation INFO: Iters: 80310/150000 || Lr: 0.010032 || Task Loss: 0.5055 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:19 || Estimated Time: 1 day, 10:22:04
2023-07-26 02:23:53,442 semantic_segmentation INFO: Iters: 80320/150000 || Lr: 0.010031 || Task Loss: 0.3766 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:35 || Estimated Time: 1 day, 10:21:45
2023-07-26 02:24:09,895 semantic_segmentation INFO: Iters: 80330/150000 || Lr: 0.010030 || Task Loss: 0.4307 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:52 || Estimated Time: 1 day, 10:21:26
2023-07-26 02:24:26,490 semantic_segmentation INFO: Iters: 80340/150000 || Lr: 0.010029 || Task Loss: 0.3653 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:08 || Estimated Time: 1 day, 10:21:07
2023-07-26 02:24:43,022 semantic_segmentation INFO: Iters: 80350/150000 || Lr: 0.010027 || Task Loss: 0.6353 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:25 || Estimated Time: 1 day, 10:20:49
2023-07-26 02:24:59,670 semantic_segmentation INFO: Iters: 80360/150000 || Lr: 0.010026 || Task Loss: 0.4742 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:41 || Estimated Time: 1 day, 10:20:30
2023-07-26 02:25:16,240 semantic_segmentation INFO: Iters: 80370/150000 || Lr: 0.010025 || Task Loss: 0.4475 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:58 || Estimated Time: 1 day, 10:20:11
2023-07-26 02:25:32,832 semantic_segmentation INFO: Iters: 80380/150000 || Lr: 0.010023 || Task Loss: 0.5076 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:15 || Estimated Time: 1 day, 10:19:52
2023-07-26 02:25:49,836 semantic_segmentation INFO: Iters: 80390/150000 || Lr: 0.010022 || Task Loss: 0.6335 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:32 || Estimated Time: 1 day, 10:19:34
2023-07-26 02:26:06,340 semantic_segmentation INFO: Iters: 80400/150000 || Lr: 0.010021 || Task Loss: 0.5918 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:48 || Estimated Time: 1 day, 10:19:15
2023-07-26 02:26:22,941 semantic_segmentation INFO: Iters: 80410/150000 || Lr: 0.010019 || Task Loss: 0.6996 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:05 || Estimated Time: 1 day, 10:18:56
2023-07-26 02:26:39,457 semantic_segmentation INFO: Iters: 80420/150000 || Lr: 0.010018 || Task Loss: 0.4841 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:21 || Estimated Time: 1 day, 10:18:38
2023-07-26 02:26:56,129 semantic_segmentation INFO: Iters: 80430/150000 || Lr: 0.010017 || Task Loss: 0.5062 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:38 || Estimated Time: 1 day, 10:18:19
2023-07-26 02:27:12,585 semantic_segmentation INFO: Iters: 80440/150000 || Lr: 0.010016 || Task Loss: 0.6301 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:54 || Estimated Time: 1 day, 10:18:00
2023-07-26 02:27:29,314 semantic_segmentation INFO: Iters: 80450/150000 || Lr: 0.010014 || Task Loss: 0.4939 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:11 || Estimated Time: 1 day, 10:17:41
2023-07-26 02:27:45,948 semantic_segmentation INFO: Iters: 80460/150000 || Lr: 0.010013 || Task Loss: 0.4950 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:28 || Estimated Time: 1 day, 10:17:23
2023-07-26 02:28:02,487 semantic_segmentation INFO: Iters: 80470/150000 || Lr: 0.010012 || Task Loss: 0.4607 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:44 || Estimated Time: 1 day, 10:17:04
2023-07-26 02:28:19,132 semantic_segmentation INFO: Iters: 80480/150000 || Lr: 0.010010 || Task Loss: 0.5225 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:01 || Estimated Time: 1 day, 10:16:45
2023-07-26 02:28:35,786 semantic_segmentation INFO: Iters: 80490/150000 || Lr: 0.010009 || Task Loss: 0.3956 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:18 || Estimated Time: 1 day, 10:16:26
2023-07-26 02:28:52,474 semantic_segmentation INFO: Iters: 80500/150000 || Lr: 0.010008 || Task Loss: 0.4659 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:34 || Estimated Time: 1 day, 10:16:08
2023-07-26 02:29:08,900 semantic_segmentation INFO: Iters: 80510/150000 || Lr: 0.010007 || Task Loss: 0.3667 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:51 || Estimated Time: 1 day, 10:15:49
2023-07-26 02:29:25,488 semantic_segmentation INFO: Iters: 80520/150000 || Lr: 0.010005 || Task Loss: 0.3690 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:07 || Estimated Time: 1 day, 10:15:30
2023-07-26 02:29:42,144 semantic_segmentation INFO: Iters: 80530/150000 || Lr: 0.010004 || Task Loss: 0.7888 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:24 || Estimated Time: 1 day, 10:15:11
2023-07-26 02:29:58,672 semantic_segmentation INFO: Iters: 80540/150000 || Lr: 0.010003 || Task Loss: 0.3828 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:40 || Estimated Time: 1 day, 10:14:53
2023-07-26 02:30:15,243 semantic_segmentation INFO: Iters: 80550/150000 || Lr: 0.010001 || Task Loss: 0.5912 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:57 || Estimated Time: 1 day, 10:14:34
2023-07-26 02:30:31,835 semantic_segmentation INFO: Iters: 80560/150000 || Lr: 0.010000 || Task Loss: 0.8336 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:43:14 || Estimated Time: 1 day, 10:14:15
2023-07-26 02:30:48,420 semantic_segmentation INFO: Iters: 80570/150000 || Lr: 0.009999 || Task Loss: 0.4429 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:43:30 || Estimated Time: 1 day, 10:13:56
2023-07-26 02:31:04,909 semantic_segmentation INFO: Iters: 80580/150000 || Lr: 0.009997 || Task Loss: 0.5772 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:43:47 || Estimated Time: 1 day, 10:13:38
2023-07-26 02:31:21,448 semantic_segmentation INFO: Iters: 80590/150000 || Lr: 0.009996 || Task Loss: 0.6560 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:03 || Estimated Time: 1 day, 10:13:19
2023-07-26 02:31:38,163 semantic_segmentation INFO: Iters: 80600/150000 || Lr: 0.009995 || Task Loss: 0.5556 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:20 || Estimated Time: 1 day, 10:13:00
2023-07-26 02:31:54,772 semantic_segmentation INFO: Iters: 80610/150000 || Lr: 0.009994 || Task Loss: 0.5091 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:37 || Estimated Time: 1 day, 10:12:41
2023-07-26 02:32:11,207 semantic_segmentation INFO: Iters: 80620/150000 || Lr: 0.009992 || Task Loss: 0.4431 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:53 || Estimated Time: 1 day, 10:12:23
2023-07-26 02:32:27,841 semantic_segmentation INFO: Iters: 80630/150000 || Lr: 0.009991 || Task Loss: 0.5800 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:10 || Estimated Time: 1 day, 10:12:04
2023-07-26 02:32:44,337 semantic_segmentation INFO: Iters: 80640/150000 || Lr: 0.009990 || Task Loss: 0.4174 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:26 || Estimated Time: 1 day, 10:11:45
2023-07-26 02:33:00,919 semantic_segmentation INFO: Iters: 80650/150000 || Lr: 0.009988 || Task Loss: 0.9049 || KD Loss: 0.2246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:43 || Estimated Time: 1 day, 10:11:26
2023-07-26 02:33:17,523 semantic_segmentation INFO: Iters: 80660/150000 || Lr: 0.009987 || Task Loss: 0.5953 || KD Loss: 0.1441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:59 || Estimated Time: 1 day, 10:11:08
2023-07-26 02:33:34,050 semantic_segmentation INFO: Iters: 80670/150000 || Lr: 0.009986 || Task Loss: 0.6226 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:16 || Estimated Time: 1 day, 10:10:49
2023-07-26 02:33:50,697 semantic_segmentation INFO: Iters: 80680/150000 || Lr: 0.009984 || Task Loss: 0.5071 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:32 || Estimated Time: 1 day, 10:10:30
2023-07-26 02:34:07,271 semantic_segmentation INFO: Iters: 80690/150000 || Lr: 0.009983 || Task Loss: 0.2708 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:49 || Estimated Time: 1 day, 10:10:11
2023-07-26 02:34:23,837 semantic_segmentation INFO: Iters: 80700/150000 || Lr: 0.009982 || Task Loss: 0.4208 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:06 || Estimated Time: 1 day, 10:09:52
2023-07-26 02:34:40,405 semantic_segmentation INFO: Iters: 80710/150000 || Lr: 0.009981 || Task Loss: 0.4168 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:22 || Estimated Time: 1 day, 10:09:34
2023-07-26 02:34:57,047 semantic_segmentation INFO: Iters: 80720/150000 || Lr: 0.009979 || Task Loss: 0.4037 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:39 || Estimated Time: 1 day, 10:09:15
2023-07-26 02:35:13,614 semantic_segmentation INFO: Iters: 80730/150000 || Lr: 0.009978 || Task Loss: 0.5622 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:55 || Estimated Time: 1 day, 10:08:56
2023-07-26 02:35:30,225 semantic_segmentation INFO: Iters: 80740/150000 || Lr: 0.009977 || Task Loss: 0.5021 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:12 || Estimated Time: 1 day, 10:08:38
2023-07-26 02:35:46,968 semantic_segmentation INFO: Iters: 80750/150000 || Lr: 0.009975 || Task Loss: 0.4633 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:29 || Estimated Time: 1 day, 10:08:19
2023-07-26 02:36:03,551 semantic_segmentation INFO: Iters: 80760/150000 || Lr: 0.009974 || Task Loss: 0.4756 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:45 || Estimated Time: 1 day, 10:08:00
2023-07-26 02:36:20,196 semantic_segmentation INFO: Iters: 80770/150000 || Lr: 0.009973 || Task Loss: 0.4266 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:02 || Estimated Time: 1 day, 10:07:42
2023-07-26 02:36:36,771 semantic_segmentation INFO: Iters: 80780/150000 || Lr: 0.009972 || Task Loss: 0.4315 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:19 || Estimated Time: 1 day, 10:07:23
2023-07-26 02:36:53,388 semantic_segmentation INFO: Iters: 80790/150000 || Lr: 0.009970 || Task Loss: 0.7503 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:35 || Estimated Time: 1 day, 10:07:04
2023-07-26 02:37:09,964 semantic_segmentation INFO: Iters: 80800/150000 || Lr: 0.009969 || Task Loss: 0.3813 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:52 || Estimated Time: 1 day, 10:06:45
2023-07-26 02:37:10,089 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:37:10,469 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 02:37:10,495 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.128
2023-07-26 02:37:10,507 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.128
2023-07-26 02:37:10,521 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.129
2023-07-26 02:37:10,534 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.918, mIoU: 0.186
2023-07-26 02:37:10,546 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.929, mIoU: 0.232
2023-07-26 02:37:10,560 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.270
2023-07-26 02:37:10,574 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.281
2023-07-26 02:37:10,586 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.937, mIoU: 0.323
2023-07-26 02:37:10,600 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.362
2023-07-26 02:37:10,613 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.911, mIoU: 0.365
2023-07-26 02:37:10,628 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.917, mIoU: 0.388
2023-07-26 02:37:10,640 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.881, mIoU: 0.339
2023-07-26 02:37:10,655 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.880, mIoU: 0.326
2023-07-26 02:37:10,670 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.885, mIoU: 0.321
2023-07-26 02:37:10,683 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.318
2023-07-26 02:37:10,693 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.889, mIoU: 0.317
2023-07-26 02:37:10,705 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.886, mIoU: 0.314
2023-07-26 02:37:10,720 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.886, mIoU: 0.322
2023-07-26 02:37:10,736 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.889, mIoU: 0.365
2023-07-26 02:37:10,750 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.894, mIoU: 0.373
2023-07-26 02:37:10,765 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.895, mIoU: 0.379
2023-07-26 02:37:10,779 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.892, mIoU: 0.394
2023-07-26 02:37:10,795 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.888, mIoU: 0.372
2023-07-26 02:37:10,810 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.891, mIoU: 0.382
2023-07-26 02:37:10,823 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.384
2023-07-26 02:37:10,838 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.386
2023-07-26 02:37:10,849 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.893, mIoU: 0.386
2023-07-26 02:37:10,864 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.889, mIoU: 0.378
2023-07-26 02:37:10,878 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.893, mIoU: 0.378
2023-07-26 02:37:10,891 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.896, mIoU: 0.383
2023-07-26 02:37:10,906 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.898, mIoU: 0.382
2023-07-26 02:37:10,921 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.901, mIoU: 0.390
2023-07-26 02:37:10,935 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.901, mIoU: 0.388
2023-07-26 02:37:10,949 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.892, mIoU: 0.423
2023-07-26 02:37:10,964 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.894, mIoU: 0.424
2023-07-26 02:37:10,976 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.896, mIoU: 0.427
2023-07-26 02:37:10,988 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.898, mIoU: 0.449
2023-07-26 02:37:11,003 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.896, mIoU: 0.444
2023-07-26 02:37:11,016 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.896, mIoU: 0.444
2023-07-26 02:37:11,029 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.470
2023-07-26 02:37:11,043 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.898, mIoU: 0.470
2023-07-26 02:37:11,057 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.893, mIoU: 0.464
2023-07-26 02:37:11,071 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.894, mIoU: 0.463
2023-07-26 02:37:11,086 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.894, mIoU: 0.468
2023-07-26 02:37:11,101 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.895, mIoU: 0.471
2023-07-26 02:37:11,115 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.897, mIoU: 0.477
2023-07-26 02:37:11,128 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.898, mIoU: 0.477
2023-07-26 02:37:11,143 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.897, mIoU: 0.474
2023-07-26 02:37:11,159 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.896, mIoU: 0.472
2023-07-26 02:37:11,175 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.466
2023-07-26 02:37:11,190 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.466
2023-07-26 02:37:11,203 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-26 02:37:11,219 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.898, mIoU: 0.465
2023-07-26 02:37:11,234 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.899, mIoU: 0.470
2023-07-26 02:37:11,248 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-26 02:37:11,263 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.897, mIoU: 0.463
2023-07-26 02:37:11,280 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.899, mIoU: 0.463
2023-07-26 02:37:11,292 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.467
2023-07-26 02:37:11,307 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.898, mIoU: 0.510
2023-07-26 02:37:11,320 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.898, mIoU: 0.504
2023-07-26 02:37:11,335 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.898, mIoU: 0.501
2023-07-26 02:37:11,348 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.900, mIoU: 0.501
2023-07-26 02:37:11,365 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.897, mIoU: 0.503
2023-07-26 02:37:11,378 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.899, mIoU: 0.519
2023-07-26 02:37:11,393 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.900, mIoU: 0.519
2023-07-26 02:37:11,408 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.520
2023-07-26 02:37:11,420 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.902, mIoU: 0.546
2023-07-26 02:37:11,435 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.903, mIoU: 0.547
2023-07-26 02:37:11,449 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.900, mIoU: 0.543
2023-07-26 02:37:11,465 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-26 02:37:11,478 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-26 02:37:11,493 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-26 02:37:11,508 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.901, mIoU: 0.558
2023-07-26 02:37:11,523 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.565
2023-07-26 02:37:11,538 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.564
2023-07-26 02:37:11,553 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.898, mIoU: 0.560
2023-07-26 02:37:11,563 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 02:37:11,578 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-26 02:37:11,594 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.561
2023-07-26 02:37:11,608 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-26 02:37:11,623 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-26 02:37:11,638 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-26 02:37:11,653 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-26 02:37:11,668 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-26 02:37:11,683 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.542
2023-07-26 02:37:11,698 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.542
2023-07-26 02:37:11,713 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.895, mIoU: 0.544
2023-07-26 02:37:11,728 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-26 02:37:11,741 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.894, mIoU: 0.560
2023-07-26 02:37:11,755 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-26 02:37:11,771 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 02:37:11,785 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 02:37:11,800 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.890, mIoU: 0.572
2023-07-26 02:37:11,814 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.889, mIoU: 0.573
2023-07-26 02:37:11,829 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-26 02:37:11,842 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-26 02:37:11,855 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-26 02:37:11,870 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-26 02:37:11,883 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-26 02:37:11,899 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-26 02:37:11,913 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 02:37:11,927 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 02:37:11,941 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-26 02:37:11,957 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-26 02:37:11,969 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-26 02:37:11,984 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 02:37:11,999 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 02:37:12,013 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 02:37:12,026 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 02:37:12,039 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-26 02:37:12,052 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 02:37:12,067 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 02:37:12,082 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 02:37:12,097 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 02:37:12,110 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 02:37:12,123 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 02:37:12,138 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 02:37:12,151 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 02:37:12,166 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 02:37:12,181 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 02:37:12,194 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-26 02:37:12,207 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 02:37:12,222 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 02:37:12,237 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-26 02:37:12,245 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-26 02:37:12,256 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-26 02:37:12,272 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 02:37:12,281 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 02:37:12,294 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 02:37:12,308 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 02:37:12,323 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-26 02:37:12,336 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-26 02:37:12,351 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 02:37:12,364 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-26 02:37:12,377 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-26 02:37:12,391 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 02:37:12,404 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 02:37:12,419 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 02:37:12,432 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 02:37:12,447 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.898, mIoU: 0.567
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2023-07-26 02:37:15,575 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 02:37:15,589 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.888, mIoU: 0.555
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2023-07-26 02:37:15,619 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.887, mIoU: 0.554
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2023-07-26 02:37:15,762 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.887, mIoU: 0.547
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2023-07-26 02:37:16,135 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.889, mIoU: 0.546
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2023-07-26 02:37:16,178 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.888, mIoU: 0.545
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2023-07-26 02:37:16,265 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.889, mIoU: 0.544
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2023-07-26 02:37:16,318 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.888, mIoU: 0.543
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2023-07-26 02:37:16,344 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.888, mIoU: 0.543
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2023-07-26 02:37:16,719 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-26 02:37:16,734 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-26 02:37:16,748 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.890, mIoU: 0.553
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2023-07-26 02:37:16,834 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.889, mIoU: 0.552
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2023-07-26 02:37:16,911 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-26 02:37:17,072 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-26 02:37:17,543 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-26 02:37:17,833 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-26 02:37:17,888 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.895, mIoU: 0.577
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2023-07-26 02:37:18,024 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-26 02:37:18,077 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,091 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,105 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,118 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,131 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,146 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,160 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-26 02:37:18,175 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 02:37:18,187 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,200 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,214 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,228 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,243 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,256 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 02:37:18,271 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:37:18,287 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:37:18,303 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:37:18,316 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 02:37:18,332 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:37:18,347 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:37:18,360 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:37:18,375 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,390 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,405 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,420 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,432 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,447 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:37:18,462 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 02:37:18,478 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,488 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 02:37:18,502 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:37:18,517 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 02:37:18,529 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-26 02:37:18,543 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,556 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,570 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,585 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,599 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,612 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:18,624 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,637 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,653 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,668 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,684 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,698 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,713 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,727 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 02:37:18,742 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,757 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,770 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,785 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-26 02:37:18,800 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 02:37:18,815 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-26 02:37:18,830 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-26 02:37:18,844 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-26 02:37:18,855 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-26 02:37:18,870 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 02:37:18,885 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 02:37:18,899 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 02:37:18,913 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 02:37:18,928 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 02:37:18,939 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 02:37:18,953 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 02:37:18,967 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 02:37:18,982 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:18,994 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,009 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,023 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,038 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,052 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,067 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 02:37:19,083 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 02:37:19,097 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 02:37:19,112 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 02:37:19,126 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 02:37:19,139 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 02:37:19,154 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 02:37:19,169 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:19,183 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:19,196 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:19,211 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:19,224 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 02:37:19,239 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 02:37:19,254 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 02:37:19,269 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 02:37:19,284 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 02:37:19,298 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 02:37:19,313 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 02:37:19,326 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 02:37:19,340 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 02:37:19,354 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 02:37:19,368 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 02:37:19,386 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 02:37:19,400 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,415 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,425 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,438 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,452 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,465 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,480 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,493 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,506 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,521 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,537 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,552 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,567 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,580 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 02:37:19,594 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,607 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 02:37:19,621 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 02:37:19,636 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 02:37:19,651 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,666 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 02:37:19,680 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,695 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 02:37:19,708 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 02:37:19,723 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 02:37:19,737 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,750 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,762 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,776 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,791 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,806 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,818 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,832 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,847 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,862 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 02:37:19,875 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 02:37:19,888 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,895 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 02:37:19,910 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 02:37:19,926 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 02:37:19,940 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 02:37:19,956 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 02:37:19,971 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.898, mIoU: 0.578
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2023-07-26 02:37:20,059 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 02:37:20,073 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-26 02:37:20,100 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:20,112 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:20,125 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-26 02:37:20,267 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 02:37:20,325 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-26 02:37:20,511 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-26 02:37:20,624 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-26 02:37:20,822 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 02:37:20,837 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 02:37:20,848 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 02:37:20,861 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 02:37:20,874 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 02:37:20,887 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 02:37:20,902 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:20,919 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:20,932 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:20,947 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:20,960 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:20,974 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:20,989 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,002 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,015 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,029 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,044 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:21,057 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:21,071 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:21,086 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:21,100 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:21,113 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:21,128 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:21,143 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,160 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,173 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,187 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,199 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,215 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,227 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,240 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,254 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,269 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,282 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,297 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,312 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,327 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,342 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,355 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,366 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,380 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,393 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,405 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,418 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:21,433 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 02:37:21,445 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,458 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,471 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,486 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,501 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,516 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,529 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,542 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,556 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,571 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,586 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,601 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,613 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,626 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,637 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,652 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,667 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,681 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,695 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,706 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,719 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,734 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,749 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,762 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,777 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:21,790 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,805 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,818 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,833 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,845 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,860 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,875 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 02:37:21,888 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,903 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:21,918 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,932 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,947 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,962 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,976 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:21,991 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 02:37:22,005 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 02:37:22,019 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 02:37:22,033 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:22,046 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:22,059 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:22,071 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:22,087 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:22,100 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,117 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,132 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,144 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,159 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,175 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,190 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,203 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,219 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,233 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,246 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,261 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,277 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:22,291 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:22,304 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,315 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 02:37:22,331 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,345 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:22,359 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,372 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,386 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,401 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,415 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,429 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,442 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,456 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,468 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,482 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,495 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:22,508 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,523 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,536 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,551 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,566 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,581 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:22,595 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,609 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,624 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,638 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,653 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,668 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,683 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,698 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,708 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:22,722 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:22,734 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,749 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,763 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,778 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,791 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,805 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:22,819 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,833 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,848 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:22,863 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:22,875 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,890 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,904 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,918 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,930 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,946 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:22,961 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:22,977 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:22,990 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,005 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,020 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,033 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,047 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,062 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,075 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,090 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,103 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,117 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,132 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,147 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,161 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:23,176 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,190 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,203 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,216 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,230 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,243 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,255 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,269 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,284 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,298 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,313 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,326 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,338 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,354 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,369 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,382 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,397 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,410 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,425 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,439 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,455 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,470 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,485 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,494 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,509 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,525 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,538 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,552 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,566 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,581 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,593 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,608 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,622 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,637 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,652 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 02:37:23,666 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 02:37:23,682 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 02:37:23,697 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,709 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,724 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,738 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,752 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 02:37:23,764 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,779 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,794 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,809 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,816 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,828 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:23,841 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,854 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,865 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:23,880 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,894 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:23,909 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:23,920 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,933 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,947 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,958 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,973 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:23,986 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,001 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,015 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,030 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,045 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,057 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,070 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,085 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,099 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,114 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:24,129 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,142 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,152 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,163 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,176 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,187 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,201 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,214 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,228 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,243 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,258 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:24,272 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:24,287 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 02:37:24,301 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,316 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,331 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,344 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,358 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,373 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,389 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,401 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,414 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,429 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,442 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,458 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,470 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,485 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,500 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,518 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,533 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,546 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,561 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,576 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,590 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,605 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,618 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 02:37:24,630 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 02:37:24,645 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 02:37:24,660 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 02:37:24,674 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 02:37:24,689 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 02:37:24,704 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 02:37:24,719 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 02:37:24,733 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 02:37:24,747 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,760 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,774 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,784 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,797 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,812 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 02:37:24,823 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,838 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 02:37:24,853 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:24,867 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,883 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,898 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:24,912 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:24,927 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,939 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,954 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,966 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,981 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:24,995 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:25,008 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:25,022 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 02:37:25,035 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 02:37:25,049 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,064 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,079 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,094 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,108 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,121 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,133 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,148 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,161 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,174 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,189 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,204 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,219 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,231 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,244 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 02:37:25,260 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 02:37:25,275 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,290 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,303 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,316 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,331 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,346 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,361 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,375 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,390 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,404 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,418 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,433 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 02:37:25,448 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,462 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,476 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,491 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,503 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,518 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,533 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:25,548 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,560 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:25,574 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,588 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,603 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,616 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,631 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,646 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,660 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,675 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,690 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,704 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,717 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,732 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:25,748 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,761 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,776 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,788 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,797 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,811 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,826 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,838 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:25,853 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,868 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,880 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:25,893 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:25,907 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:25,922 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,936 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,953 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,967 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:25,983 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:25,997 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,010 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,025 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,039 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,054 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,066 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,079 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,094 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,109 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,124 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,138 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,151 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,165 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,179 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,192 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,207 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,223 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,238 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,253 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,266 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,281 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,296 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,311 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,326 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,339 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,355 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,368 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,381 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,394 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,409 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,423 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,438 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,452 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,462 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:26,475 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,491 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,506 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,518 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,533 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:26,548 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,563 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:26,575 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:26,589 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,604 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:26,616 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,631 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,643 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:26,656 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:26,670 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 02:37:26,685 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,699 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,714 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,726 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:26,741 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,755 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,767 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,782 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,796 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,810 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:26,825 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:26,837 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:26,850 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:26,865 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,879 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 02:37:26,893 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,906 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,921 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,938 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,951 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,961 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 02:37:26,976 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:26,991 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:27,006 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 02:37:27,020 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:27,033 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 02:37:27,047 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,061 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:27,074 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,088 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,103 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,118 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,133 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,148 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,162 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,176 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,190 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,203 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,217 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,232 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,247 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,260 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,275 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,286 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,301 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,316 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,331 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,344 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,359 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,375 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,390 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,401 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,416 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,431 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,442 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,457 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,471 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,486 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,498 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 02:37:27,510 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,525 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,538 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,553 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 02:37:27,565 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,580 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,592 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,605 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,619 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,634 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,648 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,662 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,678 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,691 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,706 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,719 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 02:37:27,734 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:27,748 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 02:37:27,761 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:27,774 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 02:37:27,789 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:27,804 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:27,819 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:27,831 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:27,844 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:27,859 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:27,874 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,887 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,900 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,915 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,930 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,945 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,960 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,974 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:27,990 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,004 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,018 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,033 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,046 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,061 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,076 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,090 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,104 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,119 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 02:37:28,133 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,147 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,161 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,175 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,190 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,205 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,218 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,233 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,248 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,261 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,274 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,289 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,304 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,317 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,332 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,347 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,362 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,376 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,391 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,406 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,420 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,433 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,446 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,459 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,472 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,484 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,499 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,513 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,526 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,539 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,553 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,565 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,578 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,593 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,608 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 02:37:28,622 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.897, mIoU: 0.572
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2023-07-26 02:37:28,649 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 02:37:28,664 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 02:37:28,679 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 02:37:28,692 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 02:37:28,707 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 02:37:28,722 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 02:37:28,737 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,750 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,765 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:28,780 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,794 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,809 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,821 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,835 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,850 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,865 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,879 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,892 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:28,906 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,921 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,936 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,950 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,965 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,979 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:28,994 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,004 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,018 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,031 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,043 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,060 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,074 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,089 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,101 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,114 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,128 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,143 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,157 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,172 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,187 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,200 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,215 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,231 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,244 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,259 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,274 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,286 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,300 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,311 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,326 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,340 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 02:37:29,354 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,368 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,381 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,393 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,406 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 02:37:29,420 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,433 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,446 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,458 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,472 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,486 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,500 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,513 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,527 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,543 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,558 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,573 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,587 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,595 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,609 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,621 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,634 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,648 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,663 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,677 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,691 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,707 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,721 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:29,736 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,749 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,764 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,780 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 02:37:29,795 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,810 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,824 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,841 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,854 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,868 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,883 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,898 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,911 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,924 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,938 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,953 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,968 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,982 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:29,997 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,011 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,026 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,038 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,053 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,065 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,079 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,094 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,109 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,123 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,136 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,152 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,166 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,181 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,196 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,210 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,225 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,239 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,252 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,267 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,280 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,295 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,309 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,324 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,339 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,353 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,367 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,377 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,391 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,404 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,418 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,433 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,447 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,462 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,474 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,483 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,499 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,514 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,528 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,541 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,555 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 02:37:30,569 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,582 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,596 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,610 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,623 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,636 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,648 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,662 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,676 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,690 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,702 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,716 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:30,730 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 02:37:30,745 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,760 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,772 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,786 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,801 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 02:37:30,817 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 02:37:47,240 semantic_segmentation INFO: Iters: 80810/150000 || Lr: 0.009968 || Task Loss: 0.5118 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:50:29 || Estimated Time: 1 day, 10:06:44
2023-07-26 02:38:03,613 semantic_segmentation INFO: Iters: 80820/150000 || Lr: 0.009966 || Task Loss: 0.5259 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:50:45 || Estimated Time: 1 day, 10:06:25
2023-07-26 02:38:20,207 semantic_segmentation INFO: Iters: 80830/150000 || Lr: 0.009965 || Task Loss: 0.4784 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:02 || Estimated Time: 1 day, 10:06:07
2023-07-26 02:38:36,961 semantic_segmentation INFO: Iters: 80840/150000 || Lr: 0.009964 || Task Loss: 0.4728 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:19 || Estimated Time: 1 day, 10:05:48
2023-07-26 02:38:53,418 semantic_segmentation INFO: Iters: 80850/150000 || Lr: 0.009962 || Task Loss: 0.4328 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:35 || Estimated Time: 1 day, 10:05:29
2023-07-26 02:39:10,072 semantic_segmentation INFO: Iters: 80860/150000 || Lr: 0.009961 || Task Loss: 0.3745 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:52 || Estimated Time: 1 day, 10:05:10
2023-07-26 02:39:26,571 semantic_segmentation INFO: Iters: 80870/150000 || Lr: 0.009960 || Task Loss: 0.5231 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:08 || Estimated Time: 1 day, 10:04:52
2023-07-26 02:39:43,208 semantic_segmentation INFO: Iters: 80880/150000 || Lr: 0.009959 || Task Loss: 0.4253 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:25 || Estimated Time: 1 day, 10:04:33
2023-07-26 02:39:59,835 semantic_segmentation INFO: Iters: 80890/150000 || Lr: 0.009957 || Task Loss: 0.5151 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:42 || Estimated Time: 1 day, 10:04:14
2023-07-26 02:40:16,313 semantic_segmentation INFO: Iters: 80900/150000 || Lr: 0.009956 || Task Loss: 0.5157 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:58 || Estimated Time: 1 day, 10:03:55
2023-07-26 02:40:32,932 semantic_segmentation INFO: Iters: 80910/150000 || Lr: 0.009955 || Task Loss: 0.4156 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:15 || Estimated Time: 1 day, 10:03:37
2023-07-26 02:40:49,522 semantic_segmentation INFO: Iters: 80920/150000 || Lr: 0.009953 || Task Loss: 0.4959 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:31 || Estimated Time: 1 day, 10:03:18
2023-07-26 02:41:06,077 semantic_segmentation INFO: Iters: 80930/150000 || Lr: 0.009952 || Task Loss: 0.3753 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:48 || Estimated Time: 1 day, 10:02:59
2023-07-26 02:41:22,623 semantic_segmentation INFO: Iters: 80940/150000 || Lr: 0.009951 || Task Loss: 0.5717 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:04 || Estimated Time: 1 day, 10:02:40
2023-07-26 02:41:39,217 semantic_segmentation INFO: Iters: 80950/150000 || Lr: 0.009949 || Task Loss: 0.4947 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:21 || Estimated Time: 1 day, 10:02:22
2023-07-26 02:41:55,868 semantic_segmentation INFO: Iters: 80960/150000 || Lr: 0.009948 || Task Loss: 0.4877 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:38 || Estimated Time: 1 day, 10:02:03
2023-07-26 02:42:12,347 semantic_segmentation INFO: Iters: 80970/150000 || Lr: 0.009947 || Task Loss: 0.6294 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:54 || Estimated Time: 1 day, 10:01:44
2023-07-26 02:42:29,015 semantic_segmentation INFO: Iters: 80980/150000 || Lr: 0.009946 || Task Loss: 0.7202 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:11 || Estimated Time: 1 day, 10:01:26
2023-07-26 02:42:45,629 semantic_segmentation INFO: Iters: 80990/150000 || Lr: 0.009944 || Task Loss: 0.5390 || KD Loss: 0.1450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:27 || Estimated Time: 1 day, 10:01:07
2023-07-26 02:43:02,208 semantic_segmentation INFO: Iters: 81000/150000 || Lr: 0.009943 || Task Loss: 0.5372 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:44 || Estimated Time: 1 day, 10:00:48
2023-07-26 02:43:18,792 semantic_segmentation INFO: Iters: 81010/150000 || Lr: 0.009942 || Task Loss: 0.3497 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:01 || Estimated Time: 1 day, 10:00:29
2023-07-26 02:43:35,477 semantic_segmentation INFO: Iters: 81020/150000 || Lr: 0.009940 || Task Loss: 0.7421 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:17 || Estimated Time: 1 day, 10:00:11
2023-07-26 02:43:51,988 semantic_segmentation INFO: Iters: 81030/150000 || Lr: 0.009939 || Task Loss: 0.4073 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:34 || Estimated Time: 1 day, 9:59:52
2023-07-26 02:44:08,661 semantic_segmentation INFO: Iters: 81040/150000 || Lr: 0.009938 || Task Loss: 0.4853 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:50 || Estimated Time: 1 day, 9:59:33
2023-07-26 02:44:25,298 semantic_segmentation INFO: Iters: 81050/150000 || Lr: 0.009937 || Task Loss: 0.4028 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:07 || Estimated Time: 1 day, 9:59:15
2023-07-26 02:44:41,740 semantic_segmentation INFO: Iters: 81060/150000 || Lr: 0.009935 || Task Loss: 0.7684 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:24 || Estimated Time: 1 day, 9:58:56
2023-07-26 02:44:58,338 semantic_segmentation INFO: Iters: 81070/150000 || Lr: 0.009934 || Task Loss: 0.5547 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:40 || Estimated Time: 1 day, 9:58:37
2023-07-26 02:45:14,923 semantic_segmentation INFO: Iters: 81080/150000 || Lr: 0.009933 || Task Loss: 0.3718 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:57 || Estimated Time: 1 day, 9:58:18
2023-07-26 02:45:31,513 semantic_segmentation INFO: Iters: 81090/150000 || Lr: 0.009931 || Task Loss: 0.5295 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:58:13 || Estimated Time: 1 day, 9:57:59
2023-07-26 02:45:48,004 semantic_segmentation INFO: Iters: 81100/150000 || Lr: 0.009930 || Task Loss: 0.6691 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:58:30 || Estimated Time: 1 day, 9:57:41
2023-07-26 02:46:04,486 semantic_segmentation INFO: Iters: 81110/150000 || Lr: 0.009929 || Task Loss: 0.4662 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:58:46 || Estimated Time: 1 day, 9:57:22
2023-07-26 02:46:21,073 semantic_segmentation INFO: Iters: 81120/150000 || Lr: 0.009927 || Task Loss: 0.4472 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:03 || Estimated Time: 1 day, 9:57:03
2023-07-26 02:46:37,671 semantic_segmentation INFO: Iters: 81130/150000 || Lr: 0.009926 || Task Loss: 0.6851 || KD Loss: 0.2116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:19 || Estimated Time: 1 day, 9:56:44
2023-07-26 02:46:54,250 semantic_segmentation INFO: Iters: 81140/150000 || Lr: 0.009925 || Task Loss: 0.6049 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:36 || Estimated Time: 1 day, 9:56:26
2023-07-26 02:47:10,816 semantic_segmentation INFO: Iters: 81150/150000 || Lr: 0.009924 || Task Loss: 0.4057 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:53 || Estimated Time: 1 day, 9:56:07
2023-07-26 02:47:27,448 semantic_segmentation INFO: Iters: 81160/150000 || Lr: 0.009922 || Task Loss: 0.5215 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:09 || Estimated Time: 1 day, 9:55:48
2023-07-26 02:47:44,026 semantic_segmentation INFO: Iters: 81170/150000 || Lr: 0.009921 || Task Loss: 0.4044 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:26 || Estimated Time: 1 day, 9:55:30
2023-07-26 02:48:00,512 semantic_segmentation INFO: Iters: 81180/150000 || Lr: 0.009920 || Task Loss: 0.5092 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:42 || Estimated Time: 1 day, 9:55:11
2023-07-26 02:48:16,992 semantic_segmentation INFO: Iters: 81190/150000 || Lr: 0.009918 || Task Loss: 0.4486 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:59 || Estimated Time: 1 day, 9:54:52
2023-07-26 02:48:33,574 semantic_segmentation INFO: Iters: 81200/150000 || Lr: 0.009917 || Task Loss: 0.4142 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:15 || Estimated Time: 1 day, 9:54:33
2023-07-26 02:48:50,220 semantic_segmentation INFO: Iters: 81210/150000 || Lr: 0.009916 || Task Loss: 0.3839 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:32 || Estimated Time: 1 day, 9:54:14
2023-07-26 02:49:06,752 semantic_segmentation INFO: Iters: 81220/150000 || Lr: 0.009914 || Task Loss: 0.6687 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:49 || Estimated Time: 1 day, 9:53:56
2023-07-26 02:49:23,346 semantic_segmentation INFO: Iters: 81230/150000 || Lr: 0.009913 || Task Loss: 0.5669 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:05 || Estimated Time: 1 day, 9:53:37
2023-07-26 02:49:39,930 semantic_segmentation INFO: Iters: 81240/150000 || Lr: 0.009912 || Task Loss: 0.5287 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:22 || Estimated Time: 1 day, 9:53:18
2023-07-26 02:49:56,556 semantic_segmentation INFO: Iters: 81250/150000 || Lr: 0.009911 || Task Loss: 0.6018 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:38 || Estimated Time: 1 day, 9:53:00
2023-07-26 02:50:13,164 semantic_segmentation INFO: Iters: 81260/150000 || Lr: 0.009909 || Task Loss: 0.8204 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:55 || Estimated Time: 1 day, 9:52:41
2023-07-26 02:50:29,867 semantic_segmentation INFO: Iters: 81270/150000 || Lr: 0.009908 || Task Loss: 0.6415 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:12 || Estimated Time: 1 day, 9:52:22
2023-07-26 02:50:46,284 semantic_segmentation INFO: Iters: 81280/150000 || Lr: 0.009907 || Task Loss: 0.8164 || KD Loss: 0.1945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:28 || Estimated Time: 1 day, 9:52:03
2023-07-26 02:51:03,002 semantic_segmentation INFO: Iters: 81290/150000 || Lr: 0.009905 || Task Loss: 0.5755 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:45 || Estimated Time: 1 day, 9:51:45
2023-07-26 02:51:19,600 semantic_segmentation INFO: Iters: 81300/150000 || Lr: 0.009904 || Task Loss: 0.5657 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:01 || Estimated Time: 1 day, 9:51:26
2023-07-26 02:51:36,245 semantic_segmentation INFO: Iters: 81310/150000 || Lr: 0.009903 || Task Loss: 0.4547 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:18 || Estimated Time: 1 day, 9:51:07
2023-07-26 02:51:52,805 semantic_segmentation INFO: Iters: 81320/150000 || Lr: 0.009901 || Task Loss: 0.3491 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:35 || Estimated Time: 1 day, 9:50:49
2023-07-26 02:52:09,419 semantic_segmentation INFO: Iters: 81330/150000 || Lr: 0.009900 || Task Loss: 0.7979 || KD Loss: 0.3086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:51 || Estimated Time: 1 day, 9:50:30
2023-07-26 02:52:25,856 semantic_segmentation INFO: Iters: 81340/150000 || Lr: 0.009899 || Task Loss: 0.5197 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:08 || Estimated Time: 1 day, 9:50:11
2023-07-26 02:52:42,571 semantic_segmentation INFO: Iters: 81350/150000 || Lr: 0.009898 || Task Loss: 0.3714 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:24 || Estimated Time: 1 day, 9:49:53
2023-07-26 02:52:59,127 semantic_segmentation INFO: Iters: 81360/150000 || Lr: 0.009896 || Task Loss: 0.4392 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:41 || Estimated Time: 1 day, 9:49:34
2023-07-26 02:53:15,767 semantic_segmentation INFO: Iters: 81370/150000 || Lr: 0.009895 || Task Loss: 0.3977 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:58 || Estimated Time: 1 day, 9:49:15
2023-07-26 02:53:32,248 semantic_segmentation INFO: Iters: 81380/150000 || Lr: 0.009894 || Task Loss: 0.4812 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:06:14 || Estimated Time: 1 day, 9:48:56
2023-07-26 02:53:48,897 semantic_segmentation INFO: Iters: 81390/150000 || Lr: 0.009892 || Task Loss: 0.3740 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:06:31 || Estimated Time: 1 day, 9:48:38
2023-07-26 02:54:05,348 semantic_segmentation INFO: Iters: 81400/150000 || Lr: 0.009891 || Task Loss: 0.5193 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:06:47 || Estimated Time: 1 day, 9:48:19
2023-07-26 02:54:21,936 semantic_segmentation INFO: Iters: 81410/150000 || Lr: 0.009890 || Task Loss: 0.4278 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:04 || Estimated Time: 1 day, 9:48:00
2023-07-26 02:54:38,505 semantic_segmentation INFO: Iters: 81420/150000 || Lr: 0.009889 || Task Loss: 0.3644 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:20 || Estimated Time: 1 day, 9:47:41
2023-07-26 02:54:55,019 semantic_segmentation INFO: Iters: 81430/150000 || Lr: 0.009887 || Task Loss: 0.4165 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:37 || Estimated Time: 1 day, 9:47:23
2023-07-26 02:55:11,611 semantic_segmentation INFO: Iters: 81440/150000 || Lr: 0.009886 || Task Loss: 0.5519 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:53 || Estimated Time: 1 day, 9:47:04
2023-07-26 02:55:28,097 semantic_segmentation INFO: Iters: 81450/150000 || Lr: 0.009885 || Task Loss: 0.7347 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:10 || Estimated Time: 1 day, 9:46:45
2023-07-26 02:55:44,681 semantic_segmentation INFO: Iters: 81460/150000 || Lr: 0.009883 || Task Loss: 0.5338 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:26 || Estimated Time: 1 day, 9:46:26
2023-07-26 02:56:01,260 semantic_segmentation INFO: Iters: 81470/150000 || Lr: 0.009882 || Task Loss: 0.5995 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:43 || Estimated Time: 1 day, 9:46:08
2023-07-26 02:56:17,854 semantic_segmentation INFO: Iters: 81480/150000 || Lr: 0.009881 || Task Loss: 0.4377 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:00 || Estimated Time: 1 day, 9:45:49
2023-07-26 02:56:34,396 semantic_segmentation INFO: Iters: 81490/150000 || Lr: 0.009879 || Task Loss: 0.4731 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:16 || Estimated Time: 1 day, 9:45:30
2023-07-26 02:56:51,013 semantic_segmentation INFO: Iters: 81500/150000 || Lr: 0.009878 || Task Loss: 0.6406 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:33 || Estimated Time: 1 day, 9:45:12
2023-07-26 02:57:07,546 semantic_segmentation INFO: Iters: 81510/150000 || Lr: 0.009877 || Task Loss: 0.4194 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:49 || Estimated Time: 1 day, 9:44:53
2023-07-26 02:57:24,057 semantic_segmentation INFO: Iters: 81520/150000 || Lr: 0.009876 || Task Loss: 0.6205 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:06 || Estimated Time: 1 day, 9:44:34
2023-07-26 02:57:40,618 semantic_segmentation INFO: Iters: 81530/150000 || Lr: 0.009874 || Task Loss: 0.3487 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:22 || Estimated Time: 1 day, 9:44:15
2023-07-26 02:57:57,194 semantic_segmentation INFO: Iters: 81540/150000 || Lr: 0.009873 || Task Loss: 0.3969 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:39 || Estimated Time: 1 day, 9:43:57
2023-07-26 02:58:13,793 semantic_segmentation INFO: Iters: 81550/150000 || Lr: 0.009872 || Task Loss: 0.3374 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:56 || Estimated Time: 1 day, 9:43:38
2023-07-26 02:58:30,416 semantic_segmentation INFO: Iters: 81560/150000 || Lr: 0.009870 || Task Loss: 0.5822 || KD Loss: 0.1360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:12 || Estimated Time: 1 day, 9:43:19
2023-07-26 02:58:47,101 semantic_segmentation INFO: Iters: 81570/150000 || Lr: 0.009869 || Task Loss: 0.4963 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:29 || Estimated Time: 1 day, 9:43:01
2023-07-26 02:59:03,713 semantic_segmentation INFO: Iters: 81580/150000 || Lr: 0.009868 || Task Loss: 0.4156 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:45 || Estimated Time: 1 day, 9:42:42
2023-07-26 02:59:20,303 semantic_segmentation INFO: Iters: 81590/150000 || Lr: 0.009866 || Task Loss: 0.4002 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:12:02 || Estimated Time: 1 day, 9:42:23
2023-07-26 02:59:36,898 semantic_segmentation INFO: Iters: 81600/150000 || Lr: 0.009865 || Task Loss: 0.5148 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:12:19 || Estimated Time: 1 day, 9:42:05
2023-07-26 02:59:37,022 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:59:37,404 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-26 02:59:37,435 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.134
2023-07-26 02:59:37,446 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.145
2023-07-26 02:59:37,460 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.146
2023-07-26 02:59:37,473 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.211
2023-07-26 02:59:37,485 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.947, mIoU: 0.257
2023-07-26 02:59:37,498 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.938, mIoU: 0.285
2023-07-26 02:59:37,512 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.292
2023-07-26 02:59:37,524 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.334
2023-07-26 02:59:37,537 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.376
2023-07-26 02:59:37,550 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.930, mIoU: 0.379
2023-07-26 02:59:37,564 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.379
2023-07-26 02:59:37,576 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.375
2023-07-26 02:59:37,589 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.365
2023-07-26 02:59:37,603 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.900, mIoU: 0.359
2023-07-26 02:59:37,615 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.904, mIoU: 0.355
2023-07-26 02:59:37,626 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.904, mIoU: 0.353
2023-07-26 02:59:37,638 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.900, mIoU: 0.348
2023-07-26 02:59:37,652 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.903, mIoU: 0.359
2023-07-26 02:59:37,667 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.403
2023-07-26 02:59:37,681 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.407
2023-07-26 02:59:37,695 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.909, mIoU: 0.418
2023-07-26 02:59:37,709 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-26 02:59:37,724 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.448
2023-07-26 02:59:37,739 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.909, mIoU: 0.450
2023-07-26 02:59:37,752 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.449
2023-07-26 02:59:37,766 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.446
2023-07-26 02:59:37,777 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.445
2023-07-26 02:59:37,791 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.433
2023-07-26 02:59:37,805 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.907, mIoU: 0.433
2023-07-26 02:59:37,818 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.434
2023-07-26 02:59:37,833 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.433
2023-07-26 02:59:37,847 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.441
2023-07-26 02:59:37,861 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.439
2023-07-26 02:59:37,876 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.902, mIoU: 0.463
2023-07-26 02:59:37,890 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.464
2023-07-26 02:59:37,902 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.464
2023-07-26 02:59:37,914 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.497
2023-07-26 02:59:37,930 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.509
2023-07-26 02:59:37,942 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.509
2023-07-26 02:59:37,955 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.908, mIoU: 0.531
2023-07-26 02:59:37,969 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.910, mIoU: 0.531
2023-07-26 02:59:37,983 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.530
2023-07-26 02:59:37,996 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.909, mIoU: 0.529
2023-07-26 02:59:38,011 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.532
2023-07-26 02:59:38,026 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-26 02:59:38,038 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.909, mIoU: 0.541
2023-07-26 02:59:38,051 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-26 02:59:38,064 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.540
2023-07-26 02:59:38,080 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.540
2023-07-26 02:59:38,095 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-26 02:59:38,110 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.537
2023-07-26 02:59:38,123 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.534
2023-07-26 02:59:38,138 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.533
2023-07-26 02:59:38,152 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.537
2023-07-26 02:59:38,165 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.910, mIoU: 0.533
2023-07-26 02:59:38,180 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.910, mIoU: 0.530
2023-07-26 02:59:38,197 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.530
2023-07-26 02:59:38,210 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.912, mIoU: 0.532
2023-07-26 02:59:38,225 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.566
2023-07-26 02:59:38,239 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 02:59:38,254 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.899, mIoU: 0.563
2023-07-26 02:59:38,267 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.899, mIoU: 0.561
2023-07-26 02:59:38,286 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.565
2023-07-26 02:59:38,299 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-26 02:59:38,315 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.573
2023-07-26 02:59:38,330 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-26 02:59:38,344 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 02:59:38,359 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-26 02:59:38,374 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-26 02:59:38,390 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.634
2023-07-26 02:59:38,403 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.635
2023-07-26 02:59:38,418 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:59:38,433 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-26 02:59:38,447 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.904, mIoU: 0.630
2023-07-26 02:59:38,462 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.904, mIoU: 0.624
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2023-07-26 02:59:38,530 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.626
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2023-07-26 02:59:38,574 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.890, mIoU: 0.599
2023-07-26 02:59:38,590 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.888, mIoU: 0.595
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2023-07-26 02:59:38,723 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.888, mIoU: 0.608
2023-07-26 02:59:38,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.887, mIoU: 0.609
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2023-07-26 02:59:44,054 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.893, mIoU: 0.583
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2023-07-26 02:59:44,096 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-26 02:59:44,111 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-26 02:59:44,122 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-26 02:59:44,136 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 02:59:44,150 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 02:59:44,165 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 02:59:44,179 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 02:59:44,193 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 02:59:44,204 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 02:59:44,217 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 02:59:44,231 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 02:59:44,246 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 02:59:44,259 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 02:59:44,272 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 02:59:44,285 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,300 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,315 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,329 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,338 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,353 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,368 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 02:59:44,381 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,396 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 02:59:44,410 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 02:59:44,423 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 02:59:44,439 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 02:59:44,452 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 02:59:44,467 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,482 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,497 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,513 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,526 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,539 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 02:59:44,553 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 02:59:44,568 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 02:59:44,582 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 02:59:44,596 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 02:59:44,612 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 02:59:44,627 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,641 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-26 02:59:44,653 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-26 02:59:44,667 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 02:59:44,681 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 02:59:44,696 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 02:59:44,710 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 02:59:44,725 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 02:59:44,737 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 02:59:44,752 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 02:59:44,766 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 02:59:44,779 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 02:59:44,794 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 02:59:44,805 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 02:59:44,820 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 02:59:44,833 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.895, mIoU: 0.597
2023-07-26 02:59:44,845 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.895, mIoU: 0.598
2023-07-26 02:59:44,857 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.895, mIoU: 0.598
2023-07-26 02:59:44,872 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.895, mIoU: 0.599
2023-07-26 02:59:44,886 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.895, mIoU: 0.598
2023-07-26 02:59:44,901 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.895, mIoU: 0.599
2023-07-26 02:59:44,916 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:44,924 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:44,939 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:44,954 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:44,969 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:44,984 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.896, mIoU: 0.601
2023-07-26 02:59:44,999 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:45,012 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:45,025 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.896, mIoU: 0.601
2023-07-26 02:59:45,039 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,054 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,069 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,081 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,094 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,108 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,122 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 02:59:45,136 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 02:59:45,149 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,163 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:45,179 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 02:59:45,195 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 02:59:45,208 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 02:59:45,223 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,238 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.897, mIoU: 0.602
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2023-07-26 02:59:45,281 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,296 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,311 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,324 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,339 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,354 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,370 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,380 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,395 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 02:59:45,410 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,422 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,436 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,449 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,464 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,478 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,492 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,505 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,517 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,529 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,544 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,559 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,574 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,588 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,603 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,616 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,631 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,647 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,660 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,675 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,689 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,704 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,718 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,733 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,744 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,759 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,773 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,787 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 02:59:45,802 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 02:59:45,817 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,828 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,843 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,857 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,872 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,884 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,899 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,913 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,928 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:45,942 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:45,957 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 02:59:45,971 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 02:59:45,986 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 02:59:46,001 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 02:59:46,015 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:46,028 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 02:59:46,043 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,058 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,073 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,085 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,101 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,114 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,128 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,143 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,158 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 02:59:46,173 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,188 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 02:59:46,202 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 02:59:46,216 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 02:59:46,230 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.898, mIoU: 0.607
2023-07-26 02:59:46,244 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.898, mIoU: 0.607
2023-07-26 02:59:46,259 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.898, mIoU: 0.608
2023-07-26 02:59:46,277 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.898, mIoU: 0.608
2023-07-26 02:59:46,291 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.898, mIoU: 0.606
2023-07-26 02:59:46,306 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.898, mIoU: 0.606
2023-07-26 02:59:46,316 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.898, mIoU: 0.605
2023-07-26 02:59:46,328 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.898, mIoU: 0.605
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2023-07-26 02:59:46,382 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.898, mIoU: 0.604
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2023-07-26 02:59:46,525 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.899, mIoU: 0.606
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2023-07-26 02:59:46,625 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.898, mIoU: 0.603
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2023-07-26 02:59:46,664 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.603
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2023-07-26 02:59:46,796 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 02:59:46,811 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.900, mIoU: 0.606
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2023-07-26 02:59:46,841 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,855 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,869 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,885 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,899 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,911 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,926 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,939 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:46,954 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:46,968 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:46,980 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:46,993 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:47,005 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,019 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,032 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,045 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,058 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,072 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 02:59:47,088 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 02:59:47,100 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 02:59:47,114 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 02:59:47,127 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,138 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,153 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,167 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,182 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,197 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,211 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,226 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,239 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,254 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,268 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 02:59:47,285 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:47,300 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,314 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,329 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,342 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 02:59:47,354 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,366 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,381 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,396 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,409 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,423 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,438 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:47,452 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:47,468 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:47,483 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,498 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,511 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,526 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 02:59:47,540 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 02:59:47,554 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,569 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,583 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:47,600 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,612 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,627 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,642 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,654 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:47,667 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:47,682 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,697 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 02:59:47,711 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,726 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,737 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,749 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 02:59:47,763 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 02:59:47,775 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 02:59:47,789 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,805 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,818 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 02:59:47,832 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,845 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,860 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,875 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,888 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,901 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,915 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,930 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:47,943 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:47,958 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,972 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,986 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:47,999 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:48,013 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,029 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,045 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,058 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 02:59:48,072 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,085 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,101 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,113 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,126 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,141 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 02:59:48,155 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,168 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,183 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,198 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,213 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,228 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,240 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,252 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,266 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,280 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,292 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,305 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,320 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,333 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,346 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,360 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,376 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,391 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,406 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,419 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,432 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,446 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,461 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,476 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 02:59:48,491 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 02:59:48,503 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,516 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,527 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,542 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 02:59:48,557 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,571 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,585 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,596 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,608 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,623 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,637 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:48,650 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,665 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,677 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 02:59:48,693 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,706 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,720 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,733 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,748 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,762 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,776 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:48,791 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,805 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,820 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,834 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,849 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,863 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,878 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:48,892 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,906 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 02:59:48,921 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,934 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,947 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 02:59:48,960 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 02:59:48,976 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 02:59:48,989 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,005 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,019 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,030 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,044 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,060 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,074 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,087 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,103 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,117 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,130 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,144 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,159 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,173 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,186 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,197 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,213 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,228 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,242 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,255 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,270 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,284 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,300 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,315 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,328 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,342 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,355 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,370 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,384 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 02:59:49,397 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,413 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,425 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,440 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,454 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,469 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,483 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 02:59:49,498 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,512 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,526 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,542 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,556 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 02:59:49,571 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,586 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,596 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,610 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,622 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,637 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,651 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,667 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,679 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,694 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,708 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,722 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,738 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,753 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,766 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,781 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,796 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 02:59:49,810 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,823 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,838 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 02:59:49,852 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,868 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,880 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,895 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,909 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,922 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 02:59:49,935 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 02:59:49,950 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 02:59:49,962 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 02:59:49,976 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 02:59:49,989 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:50,002 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:50,017 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:50,032 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:50,046 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,061 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,075 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,088 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,101 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 02:59:50,116 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 02:59:50,128 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,141 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,156 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,171 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,185 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,200 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,213 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,226 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,242 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,256 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,269 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,283 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,296 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,312 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,326 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,341 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,356 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,371 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,380 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,396 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,411 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,424 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,438 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,453 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,468 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,481 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,496 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,510 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,525 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,539 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,553 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,569 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,583 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,596 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,610 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,624 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,638 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 02:59:50,650 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,664 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,678 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:50,692 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:50,699 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:50,712 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,725 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,737 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:50,749 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,763 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,778 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,793 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:50,804 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,817 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,831 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,842 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,857 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:50,870 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,885 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,900 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,914 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,929 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,940 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,953 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,968 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 02:59:50,982 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:50,997 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,011 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,024 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,034 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,045 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,058 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,069 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,083 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,096 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,110 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 02:59:51,125 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,140 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,154 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 02:59:51,168 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 02:59:51,183 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,198 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,213 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,226 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,240 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 02:59:51,255 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 02:59:51,270 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 02:59:51,282 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,294 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,309 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,321 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,337 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,350 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,365 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,380 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,398 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,413 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,426 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,441 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,456 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,471 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,485 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,498 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,511 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,525 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,539 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 02:59:51,554 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 02:59:51,568 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 02:59:51,583 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 02:59:51,597 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 02:59:51,611 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,626 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,638 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,652 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,662 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,675 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,689 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 02:59:51,700 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 02:59:51,715 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 02:59:51,729 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 02:59:51,744 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,759 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:51,774 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:51,788 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,803 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:51,816 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,831 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,844 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,859 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,874 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,886 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,901 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,914 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,929 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,943 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:51,958 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:51,972 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:51,986 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:51,999 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,011 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,026 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,038 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,051 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,065 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:52,080 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,094 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:52,106 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:52,119 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 02:59:52,133 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,149 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,164 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,177 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,190 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,205 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,219 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,234 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,249 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,264 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 02:59:52,278 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,292 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,306 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,321 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 02:59:52,336 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 02:59:52,350 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,364 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,377 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,392 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,407 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 02:59:52,422 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,434 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 02:59:52,448 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,463 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,478 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,491 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,505 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,520 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,534 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,549 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,564 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,579 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,592 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,607 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,622 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,635 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 02:59:52,650 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 02:59:52,662 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 02:59:52,671 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,685 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,700 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,713 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:52,728 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:52,742 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:52,755 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:52,768 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:52,782 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,797 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:52,811 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:52,828 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,842 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,858 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 02:59:52,873 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 02:59:52,886 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 02:59:52,900 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,915 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:52,930 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,942 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,955 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:52,969 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:52,983 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:52,998 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,012 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,024 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,039 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,052 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,065 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,079 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,094 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,108 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,122 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,135 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,149 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,164 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,179 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,193 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,206 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,221 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,235 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,248 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,260 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,275 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,290 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,304 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,319 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,329 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 02:59:53,342 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 02:59:53,357 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,373 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,385 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.900, mIoU: 0.599
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2023-07-26 02:59:53,430 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.900, mIoU: 0.599
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2023-07-26 02:59:53,457 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,471 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,484 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,499 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,511 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.900, mIoU: 0.599
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2023-07-26 02:59:53,538 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 02:59:53,552 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,567 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,582 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,594 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,609 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,623 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,635 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,649 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,664 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.601
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2023-07-26 02:59:53,693 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,705 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,717 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,732 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,746 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,760 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,773 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,787 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,803 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,817 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,827 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,842 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,857 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,871 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 02:59:53,886 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,898 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,913 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 02:59:53,926 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:53,939 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:53,953 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:53,968 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:53,982 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:53,998 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:54,013 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.899, mIoU: 0.600
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2023-07-26 02:59:54,041 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:54,056 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 02:59:54,069 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,083 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,099 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,114 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,126 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,141 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,152 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,167 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,182 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,196 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,209 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,223 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,239 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,253 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.899, mIoU: 0.602
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2023-07-26 02:59:54,278 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,292 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,302 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,316 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,331 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,345 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,357 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,369 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 02:59:54,384 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 02:59:54,398 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,412 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,425 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 02:59:54,441 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,454 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,467 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,482 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,496 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 02:59:54,511 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,526 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,542 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,555 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 02:59:54,570 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.898, mIoU: 0.599
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2023-07-26 02:59:54,599 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.898, mIoU: 0.598
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2023-07-26 02:59:54,626 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:54,639 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.597
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2023-07-26 02:59:54,669 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:54,684 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.898, mIoU: 0.597
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2023-07-26 02:59:54,738 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:54,751 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.596
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2023-07-26 02:59:54,793 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:54,808 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:54,822 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:54,837 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.596
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2023-07-26 02:59:54,864 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:54,878 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:54,892 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:54,905 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.596
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2023-07-26 02:59:54,962 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:54,976 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:54,990 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:55,004 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:55,018 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,033 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:55,047 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,062 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,076 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,092 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,106 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,119 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,132 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,147 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,162 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,175 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,190 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,205 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,219 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,234 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,249 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,263 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,278 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,290 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,303 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,316 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,329 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,341 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,356 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,371 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 02:59:55,383 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:55,396 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,410 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,421 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,435 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,450 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,465 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,479 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,494 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,507 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,521 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:55,535 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,548 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,563 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,578 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,593 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,606 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,621 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,636 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,651 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,666 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,679 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,694 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,709 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,724 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,739 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,752 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,767 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,782 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,797 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,811 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,825 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,839 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,854 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,864 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,877 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,889 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,901 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,917 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,931 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,944 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:55,956 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,968 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:55,981 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:55,994 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,007 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,022 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,036 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,049 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,064 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,078 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,091 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,105 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,120 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,132 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,146 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,157 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,172 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,187 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,201 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:56,215 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:56,228 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:56,241 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:56,255 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 02:59:56,269 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,283 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,296 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,309 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,324 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,338 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,353 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,365 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,379 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,396 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,411 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,426 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,441 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,449 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,465 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,477 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,490 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,505 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 02:59:56,520 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 02:59:56,535 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,550 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,565 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,580 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,595 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,608 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 02:59:56,623 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,639 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,653 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,668 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,683 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,699 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,711 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,725 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,740 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,754 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,766 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,779 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,793 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,807 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,821 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 02:59:56,835 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:56,850 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:56,865 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:56,880 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:56,893 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:56,907 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,921 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,935 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,951 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,966 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,981 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:56,993 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,009 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,024 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,039 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,054 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,069 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,084 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,098 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,111 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,125 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,138 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,153 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,167 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,181 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,195 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,209 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 02:59:57,223 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,232 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,246 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,258 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,273 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,287 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,301 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,316 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,327 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,336 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,352 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,366 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,380 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 02:59:57,393 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 02:59:57,407 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 02:59:57,422 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,435 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,449 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,464 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,478 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,492 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,505 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,519 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,534 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,549 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,562 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,576 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,590 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 02:59:57,605 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 02:59:57,620 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 02:59:57,633 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 02:59:57,646 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 02:59:57,661 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 02:59:57,677 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 03:00:14,175 semantic_segmentation INFO: Iters: 81610/150000 || Lr: 0.009864 || Task Loss: 0.5208 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:12:56 || Estimated Time: 1 day, 9:42:03
2023-07-26 03:00:30,567 semantic_segmentation INFO: Iters: 81620/150000 || Lr: 0.009863 || Task Loss: 0.5464 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:12 || Estimated Time: 1 day, 9:41:44
2023-07-26 03:00:47,131 semantic_segmentation INFO: Iters: 81630/150000 || Lr: 0.009861 || Task Loss: 0.6000 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:29 || Estimated Time: 1 day, 9:41:26
2023-07-26 03:01:03,759 semantic_segmentation INFO: Iters: 81640/150000 || Lr: 0.009860 || Task Loss: 0.5058 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:46 || Estimated Time: 1 day, 9:41:07
2023-07-26 03:01:20,343 semantic_segmentation INFO: Iters: 81650/150000 || Lr: 0.009859 || Task Loss: 0.5096 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:02 || Estimated Time: 1 day, 9:40:48
2023-07-26 03:01:36,929 semantic_segmentation INFO: Iters: 81660/150000 || Lr: 0.009857 || Task Loss: 0.2898 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:19 || Estimated Time: 1 day, 9:40:30
2023-07-26 03:01:53,570 semantic_segmentation INFO: Iters: 81670/150000 || Lr: 0.009856 || Task Loss: 0.4568 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:35 || Estimated Time: 1 day, 9:40:11
2023-07-26 03:02:10,090 semantic_segmentation INFO: Iters: 81680/150000 || Lr: 0.009855 || Task Loss: 0.4716 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:52 || Estimated Time: 1 day, 9:39:52
2023-07-26 03:02:26,663 semantic_segmentation INFO: Iters: 81690/150000 || Lr: 0.009853 || Task Loss: 0.6223 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:08 || Estimated Time: 1 day, 9:39:33
2023-07-26 03:02:43,271 semantic_segmentation INFO: Iters: 81700/150000 || Lr: 0.009852 || Task Loss: 0.5506 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:25 || Estimated Time: 1 day, 9:39:15
2023-07-26 03:02:59,856 semantic_segmentation INFO: Iters: 81710/150000 || Lr: 0.009851 || Task Loss: 0.4815 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:42 || Estimated Time: 1 day, 9:38:56
2023-07-26 03:03:16,442 semantic_segmentation INFO: Iters: 81720/150000 || Lr: 0.009850 || Task Loss: 0.4372 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:58 || Estimated Time: 1 day, 9:38:37
2023-07-26 03:03:33,017 semantic_segmentation INFO: Iters: 81730/150000 || Lr: 0.009848 || Task Loss: 0.7649 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:15 || Estimated Time: 1 day, 9:38:19
2023-07-26 03:03:49,632 semantic_segmentation INFO: Iters: 81740/150000 || Lr: 0.009847 || Task Loss: 0.5442 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:31 || Estimated Time: 1 day, 9:38:00
2023-07-26 03:04:06,217 semantic_segmentation INFO: Iters: 81750/150000 || Lr: 0.009846 || Task Loss: 0.4229 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:48 || Estimated Time: 1 day, 9:37:41
2023-07-26 03:04:22,744 semantic_segmentation INFO: Iters: 81760/150000 || Lr: 0.009844 || Task Loss: 0.5292 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:05 || Estimated Time: 1 day, 9:37:22
2023-07-26 03:04:39,333 semantic_segmentation INFO: Iters: 81770/150000 || Lr: 0.009843 || Task Loss: 0.6028 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:21 || Estimated Time: 1 day, 9:37:04
2023-07-26 03:04:55,835 semantic_segmentation INFO: Iters: 81780/150000 || Lr: 0.009842 || Task Loss: 0.5701 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:38 || Estimated Time: 1 day, 9:36:45
2023-07-26 03:05:12,429 semantic_segmentation INFO: Iters: 81790/150000 || Lr: 0.009840 || Task Loss: 0.5907 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:54 || Estimated Time: 1 day, 9:36:26
2023-07-26 03:05:28,933 semantic_segmentation INFO: Iters: 81800/150000 || Lr: 0.009839 || Task Loss: 0.4514 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:11 || Estimated Time: 1 day, 9:36:08
2023-07-26 03:05:45,615 semantic_segmentation INFO: Iters: 81810/150000 || Lr: 0.009838 || Task Loss: 0.4950 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:27 || Estimated Time: 1 day, 9:35:49
2023-07-26 03:06:02,134 semantic_segmentation INFO: Iters: 81820/150000 || Lr: 0.009837 || Task Loss: 0.4933 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:44 || Estimated Time: 1 day, 9:35:30
2023-07-26 03:06:18,726 semantic_segmentation INFO: Iters: 81830/150000 || Lr: 0.009835 || Task Loss: 0.3766 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:01 || Estimated Time: 1 day, 9:35:11
2023-07-26 03:06:35,522 semantic_segmentation INFO: Iters: 81840/150000 || Lr: 0.009834 || Task Loss: 0.6386 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:17 || Estimated Time: 1 day, 9:34:53
2023-07-26 03:06:52,091 semantic_segmentation INFO: Iters: 81850/150000 || Lr: 0.009833 || Task Loss: 0.4122 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:34 || Estimated Time: 1 day, 9:34:34
2023-07-26 03:07:08,887 semantic_segmentation INFO: Iters: 81860/150000 || Lr: 0.009831 || Task Loss: 0.5550 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:51 || Estimated Time: 1 day, 9:34:16
2023-07-26 03:07:25,368 semantic_segmentation INFO: Iters: 81870/150000 || Lr: 0.009830 || Task Loss: 0.6428 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:20:07 || Estimated Time: 1 day, 9:33:57
2023-07-26 03:07:41,968 semantic_segmentation INFO: Iters: 81880/150000 || Lr: 0.009829 || Task Loss: 0.5187 || KD Loss: 0.1398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:20:24 || Estimated Time: 1 day, 9:33:38
2023-07-26 03:07:58,650 semantic_segmentation INFO: Iters: 81890/150000 || Lr: 0.009828 || Task Loss: 0.4503 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:20:40 || Estimated Time: 1 day, 9:33:20
2023-07-26 03:08:15,190 semantic_segmentation INFO: Iters: 81900/150000 || Lr: 0.009826 || Task Loss: 0.4404 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:20:57 || Estimated Time: 1 day, 9:33:01
2023-07-26 03:08:31,743 semantic_segmentation INFO: Iters: 81910/150000 || Lr: 0.009825 || Task Loss: 0.4317 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:21:14 || Estimated Time: 1 day, 9:32:42
2023-07-26 03:08:48,477 semantic_segmentation INFO: Iters: 81920/150000 || Lr: 0.009824 || Task Loss: 0.7037 || KD Loss: 0.2843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:21:30 || Estimated Time: 1 day, 9:32:24
2023-07-26 03:09:05,070 semantic_segmentation INFO: Iters: 81930/150000 || Lr: 0.009822 || Task Loss: 0.4017 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:21:47 || Estimated Time: 1 day, 9:32:05
2023-07-26 03:09:21,616 semantic_segmentation INFO: Iters: 81940/150000 || Lr: 0.009821 || Task Loss: 0.3748 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:03 || Estimated Time: 1 day, 9:31:46
2023-07-26 03:09:38,109 semantic_segmentation INFO: Iters: 81950/150000 || Lr: 0.009820 || Task Loss: 0.4032 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:20 || Estimated Time: 1 day, 9:31:27
2023-07-26 03:09:54,724 semantic_segmentation INFO: Iters: 81960/150000 || Lr: 0.009818 || Task Loss: 0.5003 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:37 || Estimated Time: 1 day, 9:31:09
2023-07-26 03:10:11,226 semantic_segmentation INFO: Iters: 81970/150000 || Lr: 0.009817 || Task Loss: 0.5374 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:53 || Estimated Time: 1 day, 9:30:50
2023-07-26 03:10:27,766 semantic_segmentation INFO: Iters: 81980/150000 || Lr: 0.009816 || Task Loss: 0.5092 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:10 || Estimated Time: 1 day, 9:30:31
2023-07-26 03:10:44,346 semantic_segmentation INFO: Iters: 81990/150000 || Lr: 0.009815 || Task Loss: 0.5020 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:26 || Estimated Time: 1 day, 9:30:13
2023-07-26 03:11:00,864 semantic_segmentation INFO: Iters: 82000/150000 || Lr: 0.009813 || Task Loss: 0.5672 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:43 || Estimated Time: 1 day, 9:29:54
2023-07-26 03:11:17,358 semantic_segmentation INFO: Iters: 82010/150000 || Lr: 0.009812 || Task Loss: 0.7769 || KD Loss: 0.2480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:59 || Estimated Time: 1 day, 9:29:35
2023-07-26 03:11:33,908 semantic_segmentation INFO: Iters: 82020/150000 || Lr: 0.009811 || Task Loss: 0.4631 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:16 || Estimated Time: 1 day, 9:29:16
2023-07-26 03:11:50,488 semantic_segmentation INFO: Iters: 82030/150000 || Lr: 0.009809 || Task Loss: 0.4270 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:32 || Estimated Time: 1 day, 9:28:58
2023-07-26 03:12:07,082 semantic_segmentation INFO: Iters: 82040/150000 || Lr: 0.009808 || Task Loss: 0.4070 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:49 || Estimated Time: 1 day, 9:28:39
2023-07-26 03:12:23,657 semantic_segmentation INFO: Iters: 82050/150000 || Lr: 0.009807 || Task Loss: 0.5200 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:05 || Estimated Time: 1 day, 9:28:20
2023-07-26 03:12:40,189 semantic_segmentation INFO: Iters: 82060/150000 || Lr: 0.009805 || Task Loss: 0.6941 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:22 || Estimated Time: 1 day, 9:28:02
2023-07-26 03:12:56,751 semantic_segmentation INFO: Iters: 82070/150000 || Lr: 0.009804 || Task Loss: 0.3706 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:39 || Estimated Time: 1 day, 9:27:43
2023-07-26 03:13:13,328 semantic_segmentation INFO: Iters: 82080/150000 || Lr: 0.009803 || Task Loss: 0.5274 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:55 || Estimated Time: 1 day, 9:27:24
2023-07-26 03:13:29,955 semantic_segmentation INFO: Iters: 82090/150000 || Lr: 0.009802 || Task Loss: 0.4069 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:12 || Estimated Time: 1 day, 9:27:06
2023-07-26 03:13:46,433 semantic_segmentation INFO: Iters: 82100/150000 || Lr: 0.009800 || Task Loss: 0.4923 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:28 || Estimated Time: 1 day, 9:26:47
2023-07-26 03:14:03,111 semantic_segmentation INFO: Iters: 82110/150000 || Lr: 0.009799 || Task Loss: 0.4554 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:45 || Estimated Time: 1 day, 9:26:28
2023-07-26 03:14:19,744 semantic_segmentation INFO: Iters: 82120/150000 || Lr: 0.009798 || Task Loss: 0.8420 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:02 || Estimated Time: 1 day, 9:26:10
2023-07-26 03:14:36,398 semantic_segmentation INFO: Iters: 82130/150000 || Lr: 0.009796 || Task Loss: 0.4576 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:18 || Estimated Time: 1 day, 9:25:51
2023-07-26 03:14:52,981 semantic_segmentation INFO: Iters: 82140/150000 || Lr: 0.009795 || Task Loss: 0.4286 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:35 || Estimated Time: 1 day, 9:25:32
2023-07-26 03:15:09,585 semantic_segmentation INFO: Iters: 82150/150000 || Lr: 0.009794 || Task Loss: 0.4258 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:51 || Estimated Time: 1 day, 9:25:14
2023-07-26 03:15:26,166 semantic_segmentation INFO: Iters: 82160/150000 || Lr: 0.009792 || Task Loss: 0.6190 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:08 || Estimated Time: 1 day, 9:24:55
2023-07-26 03:15:42,814 semantic_segmentation INFO: Iters: 82170/150000 || Lr: 0.009791 || Task Loss: 0.4996 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:25 || Estimated Time: 1 day, 9:24:36
2023-07-26 03:15:59,462 semantic_segmentation INFO: Iters: 82180/150000 || Lr: 0.009790 || Task Loss: 0.5073 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:41 || Estimated Time: 1 day, 9:24:18
2023-07-26 03:16:16,143 semantic_segmentation INFO: Iters: 82190/150000 || Lr: 0.009789 || Task Loss: 0.4743 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:58 || Estimated Time: 1 day, 9:23:59
2023-07-26 03:16:32,726 semantic_segmentation INFO: Iters: 82200/150000 || Lr: 0.009787 || Task Loss: 0.7483 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:15 || Estimated Time: 1 day, 9:23:40
2023-07-26 03:16:49,331 semantic_segmentation INFO: Iters: 82210/150000 || Lr: 0.009786 || Task Loss: 0.7702 || KD Loss: 0.2196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:31 || Estimated Time: 1 day, 9:23:22
2023-07-26 03:17:05,819 semantic_segmentation INFO: Iters: 82220/150000 || Lr: 0.009785 || Task Loss: 0.6336 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:48 || Estimated Time: 1 day, 9:23:03
2023-07-26 03:17:22,436 semantic_segmentation INFO: Iters: 82230/150000 || Lr: 0.009783 || Task Loss: 0.5585 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:04 || Estimated Time: 1 day, 9:22:44
2023-07-26 03:17:39,520 semantic_segmentation INFO: Iters: 82240/150000 || Lr: 0.009782 || Task Loss: 0.3831 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:21 || Estimated Time: 1 day, 9:22:26
2023-07-26 03:17:55,998 semantic_segmentation INFO: Iters: 82250/150000 || Lr: 0.009781 || Task Loss: 0.4610 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:38 || Estimated Time: 1 day, 9:22:07
2023-07-26 03:18:12,483 semantic_segmentation INFO: Iters: 82260/150000 || Lr: 0.009779 || Task Loss: 0.5193 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:54 || Estimated Time: 1 day, 9:21:49
2023-07-26 03:18:29,011 semantic_segmentation INFO: Iters: 82270/150000 || Lr: 0.009778 || Task Loss: 0.4499 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:11 || Estimated Time: 1 day, 9:21:30
2023-07-26 03:18:45,464 semantic_segmentation INFO: Iters: 82280/150000 || Lr: 0.009777 || Task Loss: 0.5172 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:27 || Estimated Time: 1 day, 9:21:11
2023-07-26 03:19:02,115 semantic_segmentation INFO: Iters: 82290/150000 || Lr: 0.009776 || Task Loss: 0.5532 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:44 || Estimated Time: 1 day, 9:20:52
2023-07-26 03:19:18,628 semantic_segmentation INFO: Iters: 82300/150000 || Lr: 0.009774 || Task Loss: 0.4486 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:00 || Estimated Time: 1 day, 9:20:34
2023-07-26 03:19:35,232 semantic_segmentation INFO: Iters: 82310/150000 || Lr: 0.009773 || Task Loss: 0.4949 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:17 || Estimated Time: 1 day, 9:20:15
2023-07-26 03:19:51,809 semantic_segmentation INFO: Iters: 82320/150000 || Lr: 0.009772 || Task Loss: 0.5428 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:34 || Estimated Time: 1 day, 9:19:56
2023-07-26 03:20:08,384 semantic_segmentation INFO: Iters: 82330/150000 || Lr: 0.009770 || Task Loss: 0.3552 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:50 || Estimated Time: 1 day, 9:19:38
2023-07-26 03:20:24,931 semantic_segmentation INFO: Iters: 82340/150000 || Lr: 0.009769 || Task Loss: 0.5796 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:07 || Estimated Time: 1 day, 9:19:19
2023-07-26 03:20:41,437 semantic_segmentation INFO: Iters: 82350/150000 || Lr: 0.009768 || Task Loss: 0.7098 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:23 || Estimated Time: 1 day, 9:19:00
2023-07-26 03:20:58,157 semantic_segmentation INFO: Iters: 82360/150000 || Lr: 0.009766 || Task Loss: 0.4677 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:40 || Estimated Time: 1 day, 9:18:42
2023-07-26 03:21:14,782 semantic_segmentation INFO: Iters: 82370/150000 || Lr: 0.009765 || Task Loss: 0.4522 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:57 || Estimated Time: 1 day, 9:18:23
2023-07-26 03:21:31,357 semantic_segmentation INFO: Iters: 82380/150000 || Lr: 0.009764 || Task Loss: 0.5070 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:13 || Estimated Time: 1 day, 9:18:04
2023-07-26 03:21:48,038 semantic_segmentation INFO: Iters: 82390/150000 || Lr: 0.009763 || Task Loss: 0.5245 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:30 || Estimated Time: 1 day, 9:17:46
2023-07-26 03:22:04,645 semantic_segmentation INFO: Iters: 82400/150000 || Lr: 0.009761 || Task Loss: 0.4096 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:46 || Estimated Time: 1 day, 9:17:27
2023-07-26 03:22:04,774 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 03:22:05,161 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-26 03:22:05,178 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.131
2023-07-26 03:22:05,190 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.131
2023-07-26 03:22:05,204 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.132
2023-07-26 03:22:05,218 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.206
2023-07-26 03:22:05,231 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.252
2023-07-26 03:22:05,246 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.283
2023-07-26 03:22:05,261 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.287
2023-07-26 03:22:05,274 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.327
2023-07-26 03:22:05,288 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.370
2023-07-26 03:22:05,303 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.371
2023-07-26 03:22:05,319 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.367
2023-07-26 03:22:05,331 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.362
2023-07-26 03:22:05,346 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.900, mIoU: 0.353
2023-07-26 03:22:05,361 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.902, mIoU: 0.347
2023-07-26 03:22:05,374 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.905, mIoU: 0.342
2023-07-26 03:22:05,385 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.340
2023-07-26 03:22:05,398 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.906, mIoU: 0.339
2023-07-26 03:22:05,412 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.349
2023-07-26 03:22:05,429 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.393
2023-07-26 03:22:05,444 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.398
2023-07-26 03:22:05,459 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.409
2023-07-26 03:22:05,474 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.439
2023-07-26 03:22:05,490 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.913, mIoU: 0.436
2023-07-26 03:22:05,506 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.436
2023-07-26 03:22:05,519 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.911, mIoU: 0.440
2023-07-26 03:22:05,534 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.912, mIoU: 0.441
2023-07-26 03:22:05,546 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.442
2023-07-26 03:22:05,561 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.430
2023-07-26 03:22:05,575 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.430
2023-07-26 03:22:05,589 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.431
2023-07-26 03:22:05,604 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.429
2023-07-26 03:22:05,619 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.438
2023-07-26 03:22:05,634 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.436
2023-07-26 03:22:05,649 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.474
2023-07-26 03:22:05,664 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.474
2023-07-26 03:22:05,677 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.475
2023-07-26 03:22:05,689 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-26 03:22:05,705 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.507
2023-07-26 03:22:05,718 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.505
2023-07-26 03:22:05,732 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.531
2023-07-26 03:22:05,746 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-26 03:22:05,761 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.530
2023-07-26 03:22:05,774 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.529
2023-07-26 03:22:05,789 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.538
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2023-07-26 03:22:05,817 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.547
2023-07-26 03:22:05,829 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.548
2023-07-26 03:22:05,843 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-26 03:22:05,859 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.550
2023-07-26 03:22:05,875 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.543
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2023-07-26 03:22:05,902 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.540
2023-07-26 03:22:05,918 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.541
2023-07-26 03:22:05,932 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.545
2023-07-26 03:22:05,945 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.543
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2023-07-26 03:22:06,003 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.915, mIoU: 0.581
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2023-07-26 03:22:06,135 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.618
2023-07-26 03:22:06,150 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.918, mIoU: 0.615
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2023-07-26 03:22:06,224 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.628
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2023-07-26 03:22:06,305 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 03:22:06,320 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-26 03:22:06,351 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.594
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2023-07-26 03:22:06,426 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-26 03:22:06,455 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.598
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2023-07-26 03:22:06,486 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:06,501 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-26 03:22:06,516 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.614
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2023-07-26 03:22:06,831 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 03:22:06,843 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 03:22:06,858 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:06,873 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.903, mIoU: 0.599
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2023-07-26 03:22:06,900 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 03:22:06,939 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.905, mIoU: 0.600
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2023-07-26 03:22:06,966 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 03:22:06,975 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 03:22:07,228 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 03:22:07,241 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.902, mIoU: 0.595
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2023-07-26 03:22:07,266 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.903, mIoU: 0.603
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2023-07-26 03:22:07,409 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.904, mIoU: 0.606
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2023-07-26 03:22:11,037 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.896, mIoU: 0.567
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2023-07-26 03:22:11,108 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-26 03:22:11,178 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 03:22:11,193 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.894, mIoU: 0.571
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2023-07-26 03:22:11,309 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-26 03:22:11,482 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-26 03:22:11,550 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-26 03:22:11,575 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 03:22:11,589 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-26 03:22:11,619 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.894, mIoU: 0.566
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2023-07-26 03:22:11,697 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 03:22:11,710 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 03:22:11,726 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 03:22:11,739 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 03:22:11,753 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.895, mIoU: 0.569
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2023-07-26 03:22:11,784 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-26 03:22:11,868 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 03:22:11,883 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 03:22:11,893 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 03:22:11,908 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 03:22:11,922 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 03:22:11,936 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.896, mIoU: 0.573
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2023-07-26 03:22:11,965 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 03:22:11,974 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 03:22:11,987 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 03:22:12,002 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 03:22:12,017 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 03:22:12,029 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.897, mIoU: 0.578
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2023-07-26 03:22:12,055 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 03:22:12,070 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 03:22:12,085 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 03:22:12,100 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 03:22:12,109 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-26 03:22:12,138 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 03:22:12,211 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 03:22:12,240 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 03:22:12,255 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 03:22:12,271 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 03:22:12,286 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 03:22:12,300 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 03:22:12,313 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 03:22:12,328 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 03:22:12,342 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 03:22:12,356 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 03:22:12,370 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 03:22:12,386 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 03:22:12,401 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 03:22:12,416 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 03:22:12,428 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 03:22:12,442 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 03:22:12,457 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 03:22:12,472 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 03:22:12,486 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 03:22:12,501 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 03:22:12,514 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 03:22:12,528 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 03:22:12,543 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 03:22:12,555 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 03:22:12,570 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 03:22:12,581 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.899, mIoU: 0.592
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2023-07-26 03:22:12,662 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.900, mIoU: 0.594
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2023-07-26 03:22:12,731 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 03:22:12,789 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 03:22:12,801 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,816 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,830 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,844 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,856 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 03:22:12,869 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,883 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,897 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,911 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:12,924 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 03:22:12,938 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 03:22:12,952 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.899, mIoU: 0.592
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2023-07-26 03:22:12,979 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 03:22:12,994 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.900, mIoU: 0.594
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2023-07-26 03:22:13,160 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.899, mIoU: 0.592
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2023-07-26 03:22:13,808 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:13,822 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:13,837 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:13,849 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:13,864 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:13,877 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:13,891 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:13,906 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 03:22:13,921 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 03:22:13,935 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 03:22:13,950 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 03:22:13,964 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:13,978 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:13,991 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,005 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,020 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,038 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,053 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,069 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,079 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,092 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,107 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,120 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:14,135 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:14,148 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:14,161 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:14,176 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:14,192 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,207 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,222 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,235 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,249 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,262 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,276 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,291 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:14,305 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,320 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,334 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,349 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:14,361 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,376 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:14,390 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,403 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,416 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,430 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,445 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,460 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,473 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,487 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:14,503 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:14,518 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:14,531 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:14,544 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:14,551 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:14,566 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,582 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,597 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,612 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,627 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,642 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,657 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,672 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,684 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,698 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,712 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,726 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,741 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:14,753 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:14,766 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:14,778 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,791 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:14,804 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 03:22:14,817 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,830 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 03:22:14,844 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:22:14,859 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:22:14,871 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:22:14,885 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:22:14,898 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,909 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,924 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,939 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,953 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,968 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,982 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:14,997 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,009 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,024 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,039 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,056 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:15,071 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:15,086 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 03:22:15,101 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 03:22:15,114 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,127 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,139 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 03:22:15,154 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 03:22:15,171 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 03:22:15,184 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 03:22:15,196 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,211 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,225 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,240 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,255 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,270 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,283 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,297 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:15,310 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,324 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,339 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,352 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,368 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,380 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,396 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,411 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,423 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:15,436 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,451 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,467 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:15,482 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:15,497 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,508 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,521 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,535 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,548 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:15,563 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 03:22:15,579 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,592 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,607 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,620 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,635 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,650 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,663 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,676 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:15,690 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,705 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,718 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,732 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,747 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,760 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,773 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,787 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,802 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,818 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,831 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,845 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,857 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,873 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,886 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,900 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,915 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,930 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,943 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:15,958 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:15,974 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:15,990 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,006 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,020 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,032 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,047 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,061 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,073 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,086 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,101 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:16,114 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:16,126 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:16,140 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:16,154 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:16,169 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,184 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,196 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,208 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,223 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,237 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,251 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,266 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,279 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,292 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,304 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,320 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,335 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,350 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,364 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:16,375 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:16,389 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:16,404 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,419 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:16,432 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:16,447 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,460 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 03:22:16,475 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,487 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,501 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,513 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:16,528 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:16,542 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:16,554 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,568 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,582 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 03:22:16,596 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,610 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,624 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,638 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,652 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,665 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,680 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:16,695 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,708 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,722 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,735 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,751 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,765 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,781 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:16,796 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,808 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,822 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,838 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,853 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,866 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,881 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,895 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,908 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,922 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:16,937 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,951 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,964 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,975 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:16,991 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,005 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:17,019 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:17,032 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:17,046 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:17,061 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,075 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,090 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,103 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,118 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:17,131 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:17,145 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,159 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,172 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,187 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,199 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,214 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,228 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,243 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,257 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,271 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,285 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,299 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,314 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:17,329 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,344 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,359 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,368 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,382 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,395 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,410 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,425 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:17,440 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,453 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,468 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,482 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:17,496 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:17,512 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,527 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,539 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,554 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,569 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:17,583 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:17,596 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 03:22:17,610 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,625 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,639 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,652 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,666 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,680 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,693 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,707 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,722 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,735 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,749 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,762 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:17,776 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:17,791 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:17,806 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:17,820 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,835 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:17,850 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:17,863 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:17,876 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,891 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,904 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,917 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,931 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,946 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,960 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,975 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:17,988 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,001 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,017 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,031 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,044 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,058 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,071 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,086 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,099 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,115 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,130 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,145 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,154 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,170 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,185 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,198 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,212 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,227 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,242 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,254 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,269 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,284 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,299 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:18,314 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:18,328 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:18,344 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:18,359 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:18,371 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:18,386 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:18,400 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:18,413 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:18,426 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:18,440 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,454 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,469 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,475 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,488 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,500 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,513 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,525 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,540 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,555 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,570 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,582 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,595 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,610 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,621 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,637 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,650 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,665 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,680 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,696 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,710 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,721 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 03:22:18,734 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,748 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,762 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,776 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,790 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,802 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,812 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,822 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,834 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,845 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,859 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:18,871 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,884 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:18,899 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,913 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,926 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:18,940 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,954 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,968 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,982 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:18,996 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,009 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,023 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,038 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,050 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,062 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,076 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,088 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,103 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 03:22:19,115 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,129 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 03:22:19,144 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 03:22:19,161 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 03:22:19,177 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 03:22:19,190 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,205 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,220 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,235 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,249 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,262 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,275 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,290 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,304 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 03:22:19,319 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 03:22:19,334 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 03:22:19,349 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 03:22:19,364 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 03:22:19,378 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 03:22:19,392 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,405 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,420 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,430 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,442 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,457 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 03:22:19,468 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,482 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 03:22:19,496 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 03:22:19,511 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,526 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:19,541 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:22:19,556 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,571 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,583 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,599 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,612 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,627 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,642 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,655 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,670 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,683 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,698 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 03:22:19,728 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 03:22:19,743 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 03:22:19,771 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 03:22:19,798 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 03:22:19,810 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 03:22:19,838 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-26 03:22:19,867 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 03:22:19,907 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:19,921 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:19,936 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:19,949 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:19,961 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:19,976 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:19,990 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.903, mIoU: 0.599
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2023-07-26 03:22:20,019 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-26 03:22:20,090 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:20,104 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 03:22:20,117 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,132 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:20,144 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,159 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-26 03:22:20,190 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:20,203 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,218 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,233 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,249 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,262 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:22:20,277 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,292 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,307 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 03:22:20,481 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 03:22:20,533 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.902, mIoU: 0.598
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2023-07-26 03:22:20,561 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.902, mIoU: 0.598
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2023-07-26 03:22:20,649 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,664 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,679 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,693 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,705 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,717 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:20,731 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,746 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,761 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 03:22:20,829 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 03:22:20,844 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 03:22:20,859 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 03:22:20,916 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 03:22:21,012 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.902, mIoU: 0.601
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2023-07-26 03:22:21,120 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 03:22:21,262 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 03:22:21,275 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 03:22:22,016 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,027 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,041 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,055 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,066 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,080 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,094 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 03:22:22,108 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,121 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,132 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,147 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,160 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,174 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,186 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 03:22:22,201 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 03:22:22,213 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 03:22:22,226 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 03:22:22,241 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 03:22:22,256 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,271 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,286 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,302 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,314 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,329 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,343 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,358 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,373 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,386 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,399 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,414 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,429 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,444 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,456 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,469 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,484 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:22,498 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,511 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,524 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,538 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,552 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,567 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,581 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,595 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,611 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,624 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,638 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,653 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,665 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,680 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,695 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,710 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,724 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:22,739 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 03:22:22,753 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 03:22:22,767 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:22,781 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:22,795 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:22,810 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,825 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,838 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,853 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,868 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,881 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,893 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,908 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,923 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,935 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,950 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,964 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,979 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:22,993 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,007 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,021 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,036 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,049 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,062 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,074 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,087 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,100 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,115 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,130 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,143 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,156 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,170 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,182 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,195 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,210 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,226 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,240 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,255 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,268 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,282 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:23,297 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,310 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,325 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,340 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,355 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,368 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,383 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,397 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,411 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,426 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,438 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,453 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,468 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,482 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,497 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,510 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,525 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,540 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,555 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,570 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,585 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,600 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,615 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,625 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,639 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,652 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,665 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,681 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,695 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,709 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-26 03:22:23,746 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:23,761 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,774 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,788 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,803 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,815 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:23,829 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,844 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:23,857 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 03:22:23,872 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,887 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,900 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:23,914 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.901, mIoU: 0.599
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2023-07-26 03:22:24,011 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,025 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,040 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,054 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-26 03:22:24,122 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,134 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,148 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,165 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,179 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:24,193 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 03:22:24,208 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-26 03:22:24,329 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-26 03:22:24,600 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 03:22:24,614 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.901, mIoU: 0.595
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2023-07-26 03:22:24,742 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,755 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,770 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,785 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,800 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,815 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,830 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,845 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,859 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,872 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,886 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,898 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,913 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,927 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,941 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,956 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,970 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:24,984 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:24,993 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,007 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,020 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,034 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,048 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,062 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,076 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,088 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,097 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,113 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,127 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,141 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,154 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,168 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,182 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,195 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 03:22:25,210 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 03:22:25,224 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 03:22:25,238 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:25,252 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,264 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:25,278 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 03:22:25,293 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:25,307 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:25,320 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 03:22:25,334 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 03:22:25,349 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 03:22:25,363 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,378 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,391 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,405 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,419 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 03:22:25,435 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 03:22:42,174 semantic_segmentation INFO: Iters: 82410/150000 || Lr: 0.009760 || Task Loss: 0.4885 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:35:24 || Estimated Time: 1 day, 9:17:26
2023-07-26 03:22:58,574 semantic_segmentation INFO: Iters: 82420/150000 || Lr: 0.009759 || Task Loss: 0.4164 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:35:40 || Estimated Time: 1 day, 9:17:07
2023-07-26 03:23:15,184 semantic_segmentation INFO: Iters: 82430/150000 || Lr: 0.009757 || Task Loss: 0.3980 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:35:57 || Estimated Time: 1 day, 9:16:48
2023-07-26 03:23:31,917 semantic_segmentation INFO: Iters: 82440/150000 || Lr: 0.009756 || Task Loss: 0.5186 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:36:14 || Estimated Time: 1 day, 9:16:30
2023-07-26 03:23:48,569 semantic_segmentation INFO: Iters: 82450/150000 || Lr: 0.009755 || Task Loss: 0.4893 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:36:30 || Estimated Time: 1 day, 9:16:11
2023-07-26 03:24:05,212 semantic_segmentation INFO: Iters: 82460/150000 || Lr: 0.009753 || Task Loss: 0.4002 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:36:47 || Estimated Time: 1 day, 9:15:52
2023-07-26 03:24:21,913 semantic_segmentation INFO: Iters: 82470/150000 || Lr: 0.009752 || Task Loss: 0.3135 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:04 || Estimated Time: 1 day, 9:15:34
2023-07-26 03:24:38,533 semantic_segmentation INFO: Iters: 82480/150000 || Lr: 0.009751 || Task Loss: 0.4847 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:20 || Estimated Time: 1 day, 9:15:15
2023-07-26 03:24:55,123 semantic_segmentation INFO: Iters: 82490/150000 || Lr: 0.009750 || Task Loss: 0.4290 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:37 || Estimated Time: 1 day, 9:14:56
2023-07-26 03:25:11,711 semantic_segmentation INFO: Iters: 82500/150000 || Lr: 0.009748 || Task Loss: 0.3647 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:53 || Estimated Time: 1 day, 9:14:38
2023-07-26 03:25:28,313 semantic_segmentation INFO: Iters: 82510/150000 || Lr: 0.009747 || Task Loss: 0.5248 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:10 || Estimated Time: 1 day, 9:14:19
2023-07-26 03:25:44,885 semantic_segmentation INFO: Iters: 82520/150000 || Lr: 0.009746 || Task Loss: 0.6167 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:27 || Estimated Time: 1 day, 9:14:00
2023-07-26 03:26:01,417 semantic_segmentation INFO: Iters: 82530/150000 || Lr: 0.009744 || Task Loss: 0.4294 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:43 || Estimated Time: 1 day, 9:13:42
2023-07-26 03:26:18,059 semantic_segmentation INFO: Iters: 82540/150000 || Lr: 0.009743 || Task Loss: 0.5635 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:00 || Estimated Time: 1 day, 9:13:23
2023-07-26 03:26:34,561 semantic_segmentation INFO: Iters: 82550/150000 || Lr: 0.009742 || Task Loss: 0.5982 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:16 || Estimated Time: 1 day, 9:13:04
2023-07-26 03:26:51,176 semantic_segmentation INFO: Iters: 82560/150000 || Lr: 0.009740 || Task Loss: 0.5565 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:33 || Estimated Time: 1 day, 9:12:46
2023-07-26 03:27:07,800 semantic_segmentation INFO: Iters: 82570/150000 || Lr: 0.009739 || Task Loss: 0.5493 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:50 || Estimated Time: 1 day, 9:12:27
2023-07-26 03:27:24,345 semantic_segmentation INFO: Iters: 82580/150000 || Lr: 0.009738 || Task Loss: 0.5131 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:06 || Estimated Time: 1 day, 9:12:08
2023-07-26 03:27:40,897 semantic_segmentation INFO: Iters: 82590/150000 || Lr: 0.009737 || Task Loss: 0.4410 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:23 || Estimated Time: 1 day, 9:11:50
2023-07-26 03:27:57,572 semantic_segmentation INFO: Iters: 82600/150000 || Lr: 0.009735 || Task Loss: 0.4866 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:39 || Estimated Time: 1 day, 9:11:31
2023-07-26 03:28:13,996 semantic_segmentation INFO: Iters: 82610/150000 || Lr: 0.009734 || Task Loss: 0.4378 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:56 || Estimated Time: 1 day, 9:11:12
2023-07-26 03:28:30,782 semantic_segmentation INFO: Iters: 82620/150000 || Lr: 0.009733 || Task Loss: 0.5252 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:13 || Estimated Time: 1 day, 9:10:54
2023-07-26 03:28:47,312 semantic_segmentation INFO: Iters: 82630/150000 || Lr: 0.009731 || Task Loss: 0.5453 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:29 || Estimated Time: 1 day, 9:10:35
2023-07-26 03:29:03,914 semantic_segmentation INFO: Iters: 82640/150000 || Lr: 0.009730 || Task Loss: 0.5177 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:46 || Estimated Time: 1 day, 9:10:17
2023-07-26 03:29:20,539 semantic_segmentation INFO: Iters: 82650/150000 || Lr: 0.009729 || Task Loss: 0.5091 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:02 || Estimated Time: 1 day, 9:09:58
2023-07-26 03:29:37,135 semantic_segmentation INFO: Iters: 82660/150000 || Lr: 0.009727 || Task Loss: 0.6167 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:19 || Estimated Time: 1 day, 9:09:39
2023-07-26 03:29:53,707 semantic_segmentation INFO: Iters: 82670/150000 || Lr: 0.009726 || Task Loss: 0.4690 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:35 || Estimated Time: 1 day, 9:09:21
2023-07-26 03:30:10,291 semantic_segmentation INFO: Iters: 82680/150000 || Lr: 0.009725 || Task Loss: 0.4420 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:52 || Estimated Time: 1 day, 9:09:02
2023-07-26 03:30:26,869 semantic_segmentation INFO: Iters: 82690/150000 || Lr: 0.009724 || Task Loss: 0.6541 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:43:09 || Estimated Time: 1 day, 9:08:43
2023-07-26 03:30:43,441 semantic_segmentation INFO: Iters: 82700/150000 || Lr: 0.009722 || Task Loss: 0.3999 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:43:25 || Estimated Time: 1 day, 9:08:25
2023-07-26 03:30:59,981 semantic_segmentation INFO: Iters: 82710/150000 || Lr: 0.009721 || Task Loss: 0.3873 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:43:42 || Estimated Time: 1 day, 9:08:06
2023-07-26 03:31:16,527 semantic_segmentation INFO: Iters: 82720/150000 || Lr: 0.009720 || Task Loss: 0.7667 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:43:58 || Estimated Time: 1 day, 9:07:47
2023-07-26 03:31:33,156 semantic_segmentation INFO: Iters: 82730/150000 || Lr: 0.009718 || Task Loss: 0.4597 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:15 || Estimated Time: 1 day, 9:07:29
2023-07-26 03:31:49,680 semantic_segmentation INFO: Iters: 82740/150000 || Lr: 0.009717 || Task Loss: 0.4865 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:31 || Estimated Time: 1 day, 9:07:10
2023-07-26 03:32:06,350 semantic_segmentation INFO: Iters: 82750/150000 || Lr: 0.009716 || Task Loss: 0.5493 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:48 || Estimated Time: 1 day, 9:06:51
2023-07-26 03:32:22,920 semantic_segmentation INFO: Iters: 82760/150000 || Lr: 0.009714 || Task Loss: 0.8211 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:05 || Estimated Time: 1 day, 9:06:33
2023-07-26 03:32:39,528 semantic_segmentation INFO: Iters: 82770/150000 || Lr: 0.009713 || Task Loss: 0.5917 || KD Loss: 0.1543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:21 || Estimated Time: 1 day, 9:06:14
2023-07-26 03:32:56,068 semantic_segmentation INFO: Iters: 82780/150000 || Lr: 0.009712 || Task Loss: 0.5458 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:38 || Estimated Time: 1 day, 9:05:55
2023-07-26 03:33:12,676 semantic_segmentation INFO: Iters: 82790/150000 || Lr: 0.009711 || Task Loss: 0.5812 || KD Loss: 0.2316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:54 || Estimated Time: 1 day, 9:05:37
2023-07-26 03:33:29,186 semantic_segmentation INFO: Iters: 82800/150000 || Lr: 0.009709 || Task Loss: 0.4653 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:11 || Estimated Time: 1 day, 9:05:18
2023-07-26 03:33:45,772 semantic_segmentation INFO: Iters: 82810/150000 || Lr: 0.009708 || Task Loss: 0.5147 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:28 || Estimated Time: 1 day, 9:04:59
2023-07-26 03:34:02,361 semantic_segmentation INFO: Iters: 82820/150000 || Lr: 0.009707 || Task Loss: 0.4853 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:44 || Estimated Time: 1 day, 9:04:41
2023-07-26 03:34:18,946 semantic_segmentation INFO: Iters: 82830/150000 || Lr: 0.009705 || Task Loss: 0.3620 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:01 || Estimated Time: 1 day, 9:04:22
2023-07-26 03:34:35,467 semantic_segmentation INFO: Iters: 82840/150000 || Lr: 0.009704 || Task Loss: 0.4595 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:17 || Estimated Time: 1 day, 9:04:03
2023-07-26 03:34:52,006 semantic_segmentation INFO: Iters: 82850/150000 || Lr: 0.009703 || Task Loss: 0.4491 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:34 || Estimated Time: 1 day, 9:03:45
2023-07-26 03:35:08,518 semantic_segmentation INFO: Iters: 82860/150000 || Lr: 0.009701 || Task Loss: 0.6848 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:50 || Estimated Time: 1 day, 9:03:26
2023-07-26 03:35:25,106 semantic_segmentation INFO: Iters: 82870/150000 || Lr: 0.009700 || Task Loss: 0.4314 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:07 || Estimated Time: 1 day, 9:03:07
2023-07-26 03:35:41,680 semantic_segmentation INFO: Iters: 82880/150000 || Lr: 0.009699 || Task Loss: 0.5797 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:23 || Estimated Time: 1 day, 9:02:49
2023-07-26 03:35:58,220 semantic_segmentation INFO: Iters: 82890/150000 || Lr: 0.009698 || Task Loss: 0.4739 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:40 || Estimated Time: 1 day, 9:02:30
2023-07-26 03:36:14,778 semantic_segmentation INFO: Iters: 82900/150000 || Lr: 0.009696 || Task Loss: 0.5221 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:57 || Estimated Time: 1 day, 9:02:11
2023-07-26 03:36:31,239 semantic_segmentation INFO: Iters: 82910/150000 || Lr: 0.009695 || Task Loss: 0.4712 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:13 || Estimated Time: 1 day, 9:01:52
2023-07-26 03:36:47,849 semantic_segmentation INFO: Iters: 82920/150000 || Lr: 0.009694 || Task Loss: 0.5125 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:30 || Estimated Time: 1 day, 9:01:34
2023-07-26 03:37:04,434 semantic_segmentation INFO: Iters: 82930/150000 || Lr: 0.009692 || Task Loss: 0.2867 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:46 || Estimated Time: 1 day, 9:01:15
2023-07-26 03:37:21,081 semantic_segmentation INFO: Iters: 82940/150000 || Lr: 0.009691 || Task Loss: 0.3480 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:03 || Estimated Time: 1 day, 9:00:57
2023-07-26 03:37:37,615 semantic_segmentation INFO: Iters: 82950/150000 || Lr: 0.009690 || Task Loss: 0.4777 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:19 || Estimated Time: 1 day, 9:00:38
2023-07-26 03:37:54,204 semantic_segmentation INFO: Iters: 82960/150000 || Lr: 0.009688 || Task Loss: 0.4029 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:36 || Estimated Time: 1 day, 9:00:19
2023-07-26 03:38:10,844 semantic_segmentation INFO: Iters: 82970/150000 || Lr: 0.009687 || Task Loss: 0.5192 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:53 || Estimated Time: 1 day, 9:00:01
2023-07-26 03:38:27,391 semantic_segmentation INFO: Iters: 82980/150000 || Lr: 0.009686 || Task Loss: 0.3444 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:09 || Estimated Time: 1 day, 8:59:42
2023-07-26 03:38:43,980 semantic_segmentation INFO: Iters: 82990/150000 || Lr: 0.009685 || Task Loss: 0.5098 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:26 || Estimated Time: 1 day, 8:59:23
2023-07-26 03:39:00,541 semantic_segmentation INFO: Iters: 83000/150000 || Lr: 0.009683 || Task Loss: 0.4470 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:42 || Estimated Time: 1 day, 8:59:05
2023-07-26 03:39:17,219 semantic_segmentation INFO: Iters: 83010/150000 || Lr: 0.009682 || Task Loss: 0.4534 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:59 || Estimated Time: 1 day, 8:58:46
2023-07-26 03:39:33,791 semantic_segmentation INFO: Iters: 83020/150000 || Lr: 0.009681 || Task Loss: 0.5169 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:16 || Estimated Time: 1 day, 8:58:27
2023-07-26 03:39:50,395 semantic_segmentation INFO: Iters: 83030/150000 || Lr: 0.009679 || Task Loss: 0.6140 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:32 || Estimated Time: 1 day, 8:58:09
2023-07-26 03:40:06,922 semantic_segmentation INFO: Iters: 83040/150000 || Lr: 0.009678 || Task Loss: 0.5190 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:49 || Estimated Time: 1 day, 8:57:50
2023-07-26 03:40:23,503 semantic_segmentation INFO: Iters: 83050/150000 || Lr: 0.009677 || Task Loss: 0.4427 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:05 || Estimated Time: 1 day, 8:57:32
2023-07-26 03:40:40,036 semantic_segmentation INFO: Iters: 83060/150000 || Lr: 0.009675 || Task Loss: 0.4992 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:22 || Estimated Time: 1 day, 8:57:13
2023-07-26 03:40:56,591 semantic_segmentation INFO: Iters: 83070/150000 || Lr: 0.009674 || Task Loss: 0.5169 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:38 || Estimated Time: 1 day, 8:56:54
2023-07-26 03:41:13,203 semantic_segmentation INFO: Iters: 83080/150000 || Lr: 0.009673 || Task Loss: 0.6807 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:55 || Estimated Time: 1 day, 8:56:36
2023-07-26 03:41:29,738 semantic_segmentation INFO: Iters: 83090/150000 || Lr: 0.009672 || Task Loss: 0.5242 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:12 || Estimated Time: 1 day, 8:56:17
2023-07-26 03:41:46,347 semantic_segmentation INFO: Iters: 83100/150000 || Lr: 0.009670 || Task Loss: 0.7069 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:28 || Estimated Time: 1 day, 8:55:58
2023-07-26 03:42:02,851 semantic_segmentation INFO: Iters: 83110/150000 || Lr: 0.009669 || Task Loss: 0.5765 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:45 || Estimated Time: 1 day, 8:55:40
2023-07-26 03:42:19,399 semantic_segmentation INFO: Iters: 83120/150000 || Lr: 0.009668 || Task Loss: 0.5525 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:01 || Estimated Time: 1 day, 8:55:21
2023-07-26 03:42:35,913 semantic_segmentation INFO: Iters: 83130/150000 || Lr: 0.009666 || Task Loss: 0.5764 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:18 || Estimated Time: 1 day, 8:55:02
2023-07-26 03:42:52,400 semantic_segmentation INFO: Iters: 83140/150000 || Lr: 0.009665 || Task Loss: 0.5695 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:34 || Estimated Time: 1 day, 8:54:44
2023-07-26 03:43:08,979 semantic_segmentation INFO: Iters: 83150/150000 || Lr: 0.009664 || Task Loss: 0.5600 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:51 || Estimated Time: 1 day, 8:54:25
2023-07-26 03:43:25,566 semantic_segmentation INFO: Iters: 83160/150000 || Lr: 0.009662 || Task Loss: 0.4546 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:07 || Estimated Time: 1 day, 8:54:06
2023-07-26 03:43:42,142 semantic_segmentation INFO: Iters: 83170/150000 || Lr: 0.009661 || Task Loss: 0.4182 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:24 || Estimated Time: 1 day, 8:53:48
2023-07-26 03:43:58,550 semantic_segmentation INFO: Iters: 83180/150000 || Lr: 0.009660 || Task Loss: 0.4886 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:40 || Estimated Time: 1 day, 8:53:29
2023-07-26 03:44:15,195 semantic_segmentation INFO: Iters: 83190/150000 || Lr: 0.009659 || Task Loss: 0.5729 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:57 || Estimated Time: 1 day, 8:53:10
2023-07-26 03:44:31,711 semantic_segmentation INFO: Iters: 83200/150000 || Lr: 0.009657 || Task Loss: 0.5740 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:13 || Estimated Time: 1 day, 8:52:52
2023-07-26 03:44:31,835 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 03:44:32,232 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-26 03:44:32,259 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.133
2023-07-26 03:44:32,270 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.168
2023-07-26 03:44:32,284 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.169
2023-07-26 03:44:32,297 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.237
2023-07-26 03:44:32,309 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.283
2023-07-26 03:44:32,322 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.324
2023-07-26 03:44:32,336 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.331
2023-07-26 03:44:32,348 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.348
2023-07-26 03:44:32,361 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.390
2023-07-26 03:44:32,375 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.926, mIoU: 0.391
2023-07-26 03:44:32,389 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.929, mIoU: 0.400
2023-07-26 03:44:32,401 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.893, mIoU: 0.382
2023-07-26 03:44:32,414 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.892, mIoU: 0.353
2023-07-26 03:44:32,428 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.344
2023-07-26 03:44:32,440 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.341
2023-07-26 03:44:32,450 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.897, mIoU: 0.339
2023-07-26 03:44:32,462 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.900, mIoU: 0.337
2023-07-26 03:44:32,476 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.901, mIoU: 0.338
2023-07-26 03:44:32,492 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.902, mIoU: 0.382
2023-07-26 03:44:32,505 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.386
2023-07-26 03:44:32,520 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.908, mIoU: 0.397
2023-07-26 03:44:32,534 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.906, mIoU: 0.430
2023-07-26 03:44:32,549 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.905, mIoU: 0.432
2023-07-26 03:44:32,564 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.907, mIoU: 0.441
2023-07-26 03:44:32,622 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.445
2023-07-26 03:44:32,636 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.445
2023-07-26 03:44:32,647 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.443
2023-07-26 03:44:32,663 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.430
2023-07-26 03:44:32,679 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.431
2023-07-26 03:44:32,694 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.432
2023-07-26 03:44:32,711 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.431
2023-07-26 03:44:32,726 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.913, mIoU: 0.442
2023-07-26 03:44:32,742 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.441
2023-07-26 03:44:32,758 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.468
2023-07-26 03:44:32,774 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.469
2023-07-26 03:44:32,788 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.912, mIoU: 0.472
2023-07-26 03:44:32,801 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.516
2023-07-26 03:44:32,817 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.506
2023-07-26 03:44:32,829 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.505
2023-07-26 03:44:32,842 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.530
2023-07-26 03:44:32,856 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.530
2023-07-26 03:44:32,870 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.521
2023-07-26 03:44:32,882 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.521
2023-07-26 03:44:32,897 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.533
2023-07-26 03:44:32,911 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.535
2023-07-26 03:44:32,924 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.542
2023-07-26 03:44:32,936 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.543
2023-07-26 03:44:32,950 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.544
2023-07-26 03:44:32,965 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.542
2023-07-26 03:44:32,980 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.538
2023-07-26 03:44:32,995 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.911, mIoU: 0.538
2023-07-26 03:44:33,007 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.536
2023-07-26 03:44:33,022 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.536
2023-07-26 03:44:33,037 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.541
2023-07-26 03:44:33,050 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.539
2023-07-26 03:44:33,065 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.536
2023-07-26 03:44:33,082 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.535
2023-07-26 03:44:33,096 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.536
2023-07-26 03:44:33,111 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.573
2023-07-26 03:44:33,124 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.575
2023-07-26 03:44:33,139 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.908, mIoU: 0.571
2023-07-26 03:44:33,151 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.567
2023-07-26 03:44:33,169 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.910, mIoU: 0.575
2023-07-26 03:44:33,182 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.574
2023-07-26 03:44:33,197 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.573
2023-07-26 03:44:33,212 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.574
2023-07-26 03:44:33,225 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-26 03:44:33,240 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-26 03:44:33,255 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 03:44:33,271 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 03:44:33,284 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 03:44:33,299 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 03:44:33,314 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 03:44:33,328 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 03:44:33,343 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 03:44:33,358 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 03:44:33,367 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 03:44:33,382 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 03:44:33,398 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-26 03:44:33,411 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-26 03:44:33,426 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-26 03:44:33,441 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 03:44:33,457 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 03:44:33,472 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:33,488 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 03:44:33,503 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 03:44:33,518 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 03:44:33,533 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:33,546 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:33,561 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 03:44:33,576 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 03:44:33,591 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 03:44:33,606 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 03:44:33,621 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.621
2023-07-26 03:44:33,636 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 03:44:33,648 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 03:44:33,661 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 03:44:33,676 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.902, mIoU: 0.621
2023-07-26 03:44:33,689 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 03:44:33,704 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.903, mIoU: 0.621
2023-07-26 03:44:33,719 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-26 03:44:33,732 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:33,746 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-26 03:44:33,761 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:33,774 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:33,788 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 03:44:33,803 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 03:44:33,816 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:33,829 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:33,843 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-26 03:44:33,856 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:33,872 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:33,887 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:33,902 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 03:44:33,916 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 03:44:33,929 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:33,944 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:33,958 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 03:44:33,973 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 03:44:33,988 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 03:44:34,002 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 03:44:34,015 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 03:44:34,031 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 03:44:34,045 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 03:44:34,053 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 03:44:34,065 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 03:44:34,081 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 03:44:34,089 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 03:44:34,102 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 03:44:34,117 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 03:44:34,131 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 03:44:34,144 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 03:44:34,159 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 03:44:34,171 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 03:44:34,184 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 03:44:34,198 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 03:44:34,211 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 03:44:34,225 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 03:44:34,238 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 03:44:34,252 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 03:44:34,268 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 03:44:34,283 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 03:44:34,298 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 03:44:34,313 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 03:44:34,328 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 03:44:34,342 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 03:44:34,357 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 03:44:34,367 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 03:44:34,382 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 03:44:34,397 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 03:44:34,410 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 03:44:34,424 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 03:44:34,436 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 03:44:34,450 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 03:44:34,465 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 03:44:34,480 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 03:44:34,495 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 03:44:34,510 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 03:44:34,525 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.628
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2023-07-26 03:44:37,354 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.902, mIoU: 0.603
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2023-07-26 03:44:37,477 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.897, mIoU: 0.589
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2023-07-26 03:44:37,519 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.897, mIoU: 0.585
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2023-07-26 03:44:37,562 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-26 03:44:37,592 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.896, mIoU: 0.582
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2023-07-26 03:44:37,738 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-26 03:44:37,813 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 03:44:37,868 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 03:44:37,883 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-26 03:44:37,941 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 03:44:37,968 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 03:44:37,983 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 03:44:38,012 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.899, mIoU: 0.581
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2023-07-26 03:44:38,131 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-26 03:44:38,204 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-26 03:44:38,250 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.895, mIoU: 0.577
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2023-07-26 03:44:38,308 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,321 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 03:44:38,336 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 03:44:38,351 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-26 03:44:38,625 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-26 03:44:38,720 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 03:44:38,734 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 03:44:38,749 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,764 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,779 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,795 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-26 03:44:38,819 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,830 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 03:44:38,843 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 03:44:38,856 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 03:44:38,871 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.896, mIoU: 0.582
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2023-07-26 03:44:38,898 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 03:44:38,914 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.897, mIoU: 0.584
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2023-07-26 03:44:38,985 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 03:44:39,000 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.897, mIoU: 0.587
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2023-07-26 03:44:39,111 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.898, mIoU: 0.590
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2023-07-26 03:44:39,133 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-26 03:44:39,148 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 03:44:39,163 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.898, mIoU: 0.592
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2023-07-26 03:44:39,189 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.899, mIoU: 0.593
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2023-07-26 03:44:39,300 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 03:44:39,530 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.900, mIoU: 0.600
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2023-07-26 03:44:39,731 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.901, mIoU: 0.605
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2023-07-26 03:44:39,974 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.902, mIoU: 0.611
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2023-07-26 03:44:40,001 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.902, mIoU: 0.610
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2023-07-26 03:44:40,145 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,159 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,172 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,187 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,202 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,216 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,231 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,244 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,259 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,274 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,290 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,299 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,314 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-26 03:44:40,329 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-26 03:44:40,341 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,355 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-26 03:44:40,368 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-26 03:44:40,382 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-26 03:44:40,398 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,413 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,426 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,438 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,451 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,467 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,482 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-26 03:44:40,498 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,512 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,527 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,539 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,554 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,570 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,583 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,597 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,612 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,626 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 03:44:40,640 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,654 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,665 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,680 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,694 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,707 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,721 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 03:44:40,736 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:40,747 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:40,761 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:40,775 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,789 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,802 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,816 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,831 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,846 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:40,861 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:40,876 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:40,891 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:40,906 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:40,920 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:40,934 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:40,947 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:40,962 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:40,977 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:40,992 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:41,004 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:41,019 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:41,032 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:41,047 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:41,061 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:41,076 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:41,091 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:41,105 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:41,119 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:41,133 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:41,147 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:41,160 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:41,175 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:41,192 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:41,206 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,221 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,231 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 03:44:41,244 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 03:44:41,259 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:41,272 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:41,286 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:41,299 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:41,312 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:41,326 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:41,342 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:41,357 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:41,372 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,385 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,400 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,413 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,427 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,442 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:41,458 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,473 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:41,488 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,503 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,517 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,532 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:41,547 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,559 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,572 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,586 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,601 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,616 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,629 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,644 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,659 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-26 03:44:41,674 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,687 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:41,700 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,707 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,722 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,737 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,752 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,767 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,782 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,797 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,813 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,827 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,839 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,854 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,867 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,882 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,896 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 03:44:41,909 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 03:44:41,921 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 03:44:41,933 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-26 03:44:41,947 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:41,959 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-26 03:44:41,972 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:41,984 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-26 03:44:41,998 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-26 03:44:42,013 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-26 03:44:42,024 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-26 03:44:42,038 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-26 03:44:42,051 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-26 03:44:42,062 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,077 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,092 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,106 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,120 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,135 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,149 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,162 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-26 03:44:42,176 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,191 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,207 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 03:44:42,222 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 03:44:42,237 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:42,253 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-26 03:44:42,266 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:42,279 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-26 03:44:42,292 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-26 03:44:42,307 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 03:44:42,324 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 03:44:42,337 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 03:44:42,350 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 03:44:42,365 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,379 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:42,394 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,409 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,423 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,436 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,450 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,463 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,476 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,491 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 03:44:42,504 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,520 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,533 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,547 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:42,562 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,575 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,587 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,602 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,616 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:42,631 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-26 03:44:42,645 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,658 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,671 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,686 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,699 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:42,715 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 03:44:42,732 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:42,746 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,761 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,775 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,790 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.905, mIoU: 0.617
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2023-07-26 03:44:42,819 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,832 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,847 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,862 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,874 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,888 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,903 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,916 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,929 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:42,943 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,958 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,974 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,986 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:42,999 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,011 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,026 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,038 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,051 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 03:44:43,064 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,079 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,091 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,106 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,121 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,135 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:43,150 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,163 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,174 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,188 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,201 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,213 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,225 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,240 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:43,252 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:43,265 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:43,279 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,295 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,310 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,325 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,339 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,351 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,366 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,381 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 03:44:43,396 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,411 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,424 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,436 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,447 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,462 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,478 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,492 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,506 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,518 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,531 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,546 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,561 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:43,574 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,590 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,603 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,618 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,632 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,647 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:43,659 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,674 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,688 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,701 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,716 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,730 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,744 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,758 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,773 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,787 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,801 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,815 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,829 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:43,843 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,856 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,869 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,882 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,898 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,912 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:43,928 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,943 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,955 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,969 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:43,985 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,000 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,013 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,029 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,043 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,056 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,070 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,085 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,099 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:44,112 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,123 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,140 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,154 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:44,169 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,182 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,196 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,211 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 03:44:44,225 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,240 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,252 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,267 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,280 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,294 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:44,308 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 03:44:44,320 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,335 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,349 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 03:44:44,363 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,377 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,392 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,406 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,421 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,435 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,448 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,464 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,478 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,493 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,507 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,516 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,530 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:44,543 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,558 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,572 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,588 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,601 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,615 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,630 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,644 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,660 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:44,675 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,687 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,703 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,718 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,733 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,746 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,761 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,776 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,791 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:44,804 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,819 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,834 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,847 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,861 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,875 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,888 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,902 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,914 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,928 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,942 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 03:44:44,956 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 03:44:44,970 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,985 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:44,999 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,012 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,024 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:45,038 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,051 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,063 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,077 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,092 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,106 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,121 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,134 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,146 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,162 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,177 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,189 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,204 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,217 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,231 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,245 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,261 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,275 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,290 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,299 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,314 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,330 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,343 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,357 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,371 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,386 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,399 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,414 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,429 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,444 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,459 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,473 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 03:44:45,489 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,505 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,518 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,532 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,547 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,561 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:45,573 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,588 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,603 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,617 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,624 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,637 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,650 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,662 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,673 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,688 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,702 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,717 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,728 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,741 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,755 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,765 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,781 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:45,793 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,808 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,823 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,838 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:45,852 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,864 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,877 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,892 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,907 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,922 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,936 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,949 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,959 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,970 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,983 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:45,994 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,008 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,021 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,035 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,050 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,065 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,079 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,094 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,108 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,123 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,138 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,152 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,166 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,181 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,196 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,209 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:46,222 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,236 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,248 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,264 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,277 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,291 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,306 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,323 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,338 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,351 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,366 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,381 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,395 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,410 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,423 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,435 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,450 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,464 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,479 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 03:44:46,493 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 03:44:46,508 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 03:44:46,523 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 03:44:46,538 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 03:44:46,552 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,565 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,579 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,589 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,602 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,617 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 03:44:46,628 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,642 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,657 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:46,671 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,686 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,701 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,715 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,730 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,742 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,757 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,769 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,784 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,799 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,811 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,826 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,838 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,853 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,868 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,883 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,897 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,912 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,925 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,937 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:46,952 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,965 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,978 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:46,993 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,008 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,023 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,035 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,048 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 03:44:47,063 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,078 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,093 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,106 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,119 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,134 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 03:44:47,148 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,164 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,179 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:47,194 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 03:44:47,209 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,224 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,239 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,255 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,269 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,284 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,298 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,311 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,326 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,341 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,356 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,368 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 03:44:47,382 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,397 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,412 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,424 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.904, mIoU: 0.612
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2023-07-26 03:44:47,453 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,467 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,481 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,496 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,510 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,522 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,537 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,552 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,565 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,580 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,593 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,602 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 03:44:47,644 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,659 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,674 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,687 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:47,700 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:47,715 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,730 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 03:44:47,745 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:47,762 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 03:44:47,861 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.904, mIoU: 0.614
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2023-07-26 03:44:47,885 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.904, mIoU: 0.614
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2023-07-26 03:44:48,114 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,128 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,141 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 03:44:48,169 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 03:44:48,224 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 03:44:48,253 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,263 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,276 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,291 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,306 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,319 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,333 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,349 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,363 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,376 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,390 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,405 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,418 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,433 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,446 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,458 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,473 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,488 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 03:44:48,502 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,517 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,530 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,544 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,559 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,571 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,586 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,600 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,615 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,629 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,641 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,653 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,668 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,682 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,695 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:48,708 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,722 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,738 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,751 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 03:44:48,761 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 03:44:48,775 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,790 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,804 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 03:44:48,818 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,831 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,845 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,859 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:48,871 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,885 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,900 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,914 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,929 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,944 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,958 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,971 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,986 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:48,999 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:49,013 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 03:44:49,029 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 03:44:49,044 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,058 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,073 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,085 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,100 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,116 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,131 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,144 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,160 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,177 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,193 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,204 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,218 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,233 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,243 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,258 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,273 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 03:44:49,287 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,300 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,312 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,326 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 03:44:49,339 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:49,354 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:49,366 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:49,381 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:49,393 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,407 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 03:44:49,422 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,437 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,452 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,467 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,483 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,495 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,511 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,525 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,540 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,555 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 03:44:49,568 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:49,581 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:49,597 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:49,611 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:49,626 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:49,638 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:49,651 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,666 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,680 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,693 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,705 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,719 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,734 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,748 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,762 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,776 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,791 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,803 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,817 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,832 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,845 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,860 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,874 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,889 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,903 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,917 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:49,932 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:49,946 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:49,960 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:49,974 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:49,989 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,004 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,018 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,033 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,047 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,060 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,072 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,086 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,101 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,114 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,128 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,143 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,157 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,171 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,185 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,199 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,213 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,226 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,238 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,251 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,265 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,277 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,292 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,307 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,320 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:50,333 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,347 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,359 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,372 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,387 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,403 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,417 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,432 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,445 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,459 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,474 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,486 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,501 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,516 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,531 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,544 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,558 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,573 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,587 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,601 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,613 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,627 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,642 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,657 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,672 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,685 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:50,700 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,714 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,729 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,744 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,759 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,774 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,789 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,800 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,814 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,827 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 03:44:50,839 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 03:44:50,855 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,869 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,883 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,895 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,907 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,920 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,934 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:50,947 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 03:44:50,961 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:50,975 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:50,988 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,002 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,017 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,029 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,044 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,060 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,073 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,088 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,100 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,116 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,131 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 03:44:51,146 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,161 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,174 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,187 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,201 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 03:44:51,215 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,230 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,242 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,255 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,269 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,283 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,298 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,310 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,324 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,340 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,355 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,369 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,384 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,391 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,405 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,418 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,430 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,445 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,460 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,475 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,491 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,506 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,521 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,537 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,550 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,565 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,581 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 03:44:51,596 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,612 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,627 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,644 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,656 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,669 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,683 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,697 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,709 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,721 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,735 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,749 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 03:44:51,763 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 03:44:51,777 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:51,791 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:51,804 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:51,818 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:51,830 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,844 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,856 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,871 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,886 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,900 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,915 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,927 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,942 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,956 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,971 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:51,985 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,000 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,014 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,029 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,041 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,055 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,068 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,082 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,097 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,112 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,127 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,142 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:52,156 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,165 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,180 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,192 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,207 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 03:44:52,221 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 03:44:52,236 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,250 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,261 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,271 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,286 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,301 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 03:44:52,315 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,327 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,342 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,356 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,369 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,383 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,397 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,410 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,424 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,436 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,450 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,464 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,478 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,490 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,505 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,519 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,533 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,549 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:52,561 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:52,575 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:44:52,589 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 03:44:52,605 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 03:45:09,301 semantic_segmentation INFO: Iters: 83210/150000 || Lr: 0.009656 || Task Loss: 0.4532 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:51 || Estimated Time: 1 day, 8:52:50
2023-07-26 03:45:25,783 semantic_segmentation INFO: Iters: 83220/150000 || Lr: 0.009655 || Task Loss: 0.4561 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:08 || Estimated Time: 1 day, 8:52:31
2023-07-26 03:45:42,360 semantic_segmentation INFO: Iters: 83230/150000 || Lr: 0.009653 || Task Loss: 0.5587 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:24 || Estimated Time: 1 day, 8:52:12
2023-07-26 03:45:58,979 semantic_segmentation INFO: Iters: 83240/150000 || Lr: 0.009652 || Task Loss: 0.4383 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:41 || Estimated Time: 1 day, 8:51:54
2023-07-26 03:46:15,742 semantic_segmentation INFO: Iters: 83250/150000 || Lr: 0.009651 || Task Loss: 0.4374 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:58 || Estimated Time: 1 day, 8:51:35
2023-07-26 03:46:32,354 semantic_segmentation INFO: Iters: 83260/150000 || Lr: 0.009649 || Task Loss: 0.3714 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:14 || Estimated Time: 1 day, 8:51:17
2023-07-26 03:46:48,933 semantic_segmentation INFO: Iters: 83270/150000 || Lr: 0.009648 || Task Loss: 0.3793 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:31 || Estimated Time: 1 day, 8:50:58
2023-07-26 03:47:05,588 semantic_segmentation INFO: Iters: 83280/150000 || Lr: 0.009647 || Task Loss: 0.4451 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:47 || Estimated Time: 1 day, 8:50:40
2023-07-26 03:47:22,193 semantic_segmentation INFO: Iters: 83290/150000 || Lr: 0.009646 || Task Loss: 0.4885 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:04 || Estimated Time: 1 day, 8:50:21
2023-07-26 03:47:38,894 semantic_segmentation INFO: Iters: 83300/150000 || Lr: 0.009644 || Task Loss: 0.4481 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:21 || Estimated Time: 1 day, 8:50:02
2023-07-26 03:47:55,506 semantic_segmentation INFO: Iters: 83310/150000 || Lr: 0.009643 || Task Loss: 0.4429 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:37 || Estimated Time: 1 day, 8:49:44
2023-07-26 03:48:12,231 semantic_segmentation INFO: Iters: 83320/150000 || Lr: 0.009642 || Task Loss: 0.4532 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:54 || Estimated Time: 1 day, 8:49:25
2023-07-26 03:48:28,903 semantic_segmentation INFO: Iters: 83330/150000 || Lr: 0.009640 || Task Loss: 0.5312 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:11 || Estimated Time: 1 day, 8:49:07
2023-07-26 03:48:45,521 semantic_segmentation INFO: Iters: 83340/150000 || Lr: 0.009639 || Task Loss: 0.4812 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:27 || Estimated Time: 1 day, 8:48:48
2023-07-26 03:49:02,067 semantic_segmentation INFO: Iters: 83350/150000 || Lr: 0.009638 || Task Loss: 0.4816 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:44 || Estimated Time: 1 day, 8:48:29
2023-07-26 03:49:18,633 semantic_segmentation INFO: Iters: 83360/150000 || Lr: 0.009636 || Task Loss: 0.5271 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:00 || Estimated Time: 1 day, 8:48:11
2023-07-26 03:49:35,236 semantic_segmentation INFO: Iters: 83370/150000 || Lr: 0.009635 || Task Loss: 0.2854 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:17 || Estimated Time: 1 day, 8:47:52
2023-07-26 03:49:51,877 semantic_segmentation INFO: Iters: 83380/150000 || Lr: 0.009634 || Task Loss: 0.4404 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:34 || Estimated Time: 1 day, 8:47:34
2023-07-26 03:50:08,432 semantic_segmentation INFO: Iters: 83390/150000 || Lr: 0.009633 || Task Loss: 0.4947 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:50 || Estimated Time: 1 day, 8:47:15
2023-07-26 03:50:25,063 semantic_segmentation INFO: Iters: 83400/150000 || Lr: 0.009631 || Task Loss: 0.5598 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:07 || Estimated Time: 1 day, 8:46:56
2023-07-26 03:50:41,592 semantic_segmentation INFO: Iters: 83410/150000 || Lr: 0.009630 || Task Loss: 0.6509 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:23 || Estimated Time: 1 day, 8:46:38
2023-07-26 03:50:58,181 semantic_segmentation INFO: Iters: 83420/150000 || Lr: 0.009629 || Task Loss: 0.4433 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:40 || Estimated Time: 1 day, 8:46:19
2023-07-26 03:51:14,767 semantic_segmentation INFO: Iters: 83430/150000 || Lr: 0.009627 || Task Loss: 0.5169 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:57 || Estimated Time: 1 day, 8:46:00
2023-07-26 03:51:31,371 semantic_segmentation INFO: Iters: 83440/150000 || Lr: 0.009626 || Task Loss: 0.4674 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:13 || Estimated Time: 1 day, 8:45:42
2023-07-26 03:51:47,934 semantic_segmentation INFO: Iters: 83450/150000 || Lr: 0.009625 || Task Loss: 0.4099 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:30 || Estimated Time: 1 day, 8:45:23
2023-07-26 03:52:04,504 semantic_segmentation INFO: Iters: 83460/150000 || Lr: 0.009623 || Task Loss: 0.4594 || KD Loss: 0.1360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:46 || Estimated Time: 1 day, 8:45:04
2023-07-26 03:52:20,985 semantic_segmentation INFO: Iters: 83470/150000 || Lr: 0.009622 || Task Loss: 0.4952 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:03 || Estimated Time: 1 day, 8:44:46
2023-07-26 03:52:37,574 semantic_segmentation INFO: Iters: 83480/150000 || Lr: 0.009621 || Task Loss: 0.4424 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:19 || Estimated Time: 1 day, 8:44:27
2023-07-26 03:52:54,141 semantic_segmentation INFO: Iters: 83490/150000 || Lr: 0.009619 || Task Loss: 0.4365 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:36 || Estimated Time: 1 day, 8:44:09
2023-07-26 03:53:10,665 semantic_segmentation INFO: Iters: 83500/150000 || Lr: 0.009618 || Task Loss: 0.5861 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:52 || Estimated Time: 1 day, 8:43:50
2023-07-26 03:53:27,252 semantic_segmentation INFO: Iters: 83510/150000 || Lr: 0.009617 || Task Loss: 0.5342 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:06:09 || Estimated Time: 1 day, 8:43:31
2023-07-26 03:53:43,862 semantic_segmentation INFO: Iters: 83520/150000 || Lr: 0.009616 || Task Loss: 0.6205 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:06:26 || Estimated Time: 1 day, 8:43:13
2023-07-26 03:54:00,455 semantic_segmentation INFO: Iters: 83530/150000 || Lr: 0.009614 || Task Loss: 0.4242 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:06:42 || Estimated Time: 1 day, 8:42:54
2023-07-26 03:54:17,082 semantic_segmentation INFO: Iters: 83540/150000 || Lr: 0.009613 || Task Loss: 0.6010 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:06:59 || Estimated Time: 1 day, 8:42:35
2023-07-26 03:54:33,657 semantic_segmentation INFO: Iters: 83550/150000 || Lr: 0.009612 || Task Loss: 0.6832 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:07:15 || Estimated Time: 1 day, 8:42:17
2023-07-26 03:54:50,226 semantic_segmentation INFO: Iters: 83560/150000 || Lr: 0.009610 || Task Loss: 0.3673 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:07:32 || Estimated Time: 1 day, 8:41:58
2023-07-26 03:55:06,806 semantic_segmentation INFO: Iters: 83570/150000 || Lr: 0.009609 || Task Loss: 0.4858 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:07:49 || Estimated Time: 1 day, 8:41:40
2023-07-26 03:55:23,396 semantic_segmentation INFO: Iters: 83580/150000 || Lr: 0.009608 || Task Loss: 0.5401 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:05 || Estimated Time: 1 day, 8:41:21
2023-07-26 03:55:39,973 semantic_segmentation INFO: Iters: 83590/150000 || Lr: 0.009606 || Task Loss: 0.4755 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:22 || Estimated Time: 1 day, 8:41:02
2023-07-26 03:55:56,567 semantic_segmentation INFO: Iters: 83600/150000 || Lr: 0.009605 || Task Loss: 0.3989 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:38 || Estimated Time: 1 day, 8:40:44
2023-07-26 03:56:13,156 semantic_segmentation INFO: Iters: 83610/150000 || Lr: 0.009604 || Task Loss: 0.4594 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:55 || Estimated Time: 1 day, 8:40:25
2023-07-26 03:56:29,755 semantic_segmentation INFO: Iters: 83620/150000 || Lr: 0.009603 || Task Loss: 0.5302 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:09:12 || Estimated Time: 1 day, 8:40:07
2023-07-26 03:56:46,356 semantic_segmentation INFO: Iters: 83630/150000 || Lr: 0.009601 || Task Loss: 0.3809 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:09:28 || Estimated Time: 1 day, 8:39:48
2023-07-26 03:57:02,916 semantic_segmentation INFO: Iters: 83640/150000 || Lr: 0.009600 || Task Loss: 0.4581 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:09:45 || Estimated Time: 1 day, 8:39:29
2023-07-26 03:57:19,468 semantic_segmentation INFO: Iters: 83650/150000 || Lr: 0.009599 || Task Loss: 0.4563 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:01 || Estimated Time: 1 day, 8:39:11
2023-07-26 03:57:35,987 semantic_segmentation INFO: Iters: 83660/150000 || Lr: 0.009597 || Task Loss: 0.3848 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:18 || Estimated Time: 1 day, 8:38:52
2023-07-26 03:57:52,493 semantic_segmentation INFO: Iters: 83670/150000 || Lr: 0.009596 || Task Loss: 0.6402 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:34 || Estimated Time: 1 day, 8:38:33
2023-07-26 03:58:09,080 semantic_segmentation INFO: Iters: 83680/150000 || Lr: 0.009595 || Task Loss: 0.4308 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:51 || Estimated Time: 1 day, 8:38:15
2023-07-26 03:58:25,685 semantic_segmentation INFO: Iters: 83690/150000 || Lr: 0.009593 || Task Loss: 0.7797 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:07 || Estimated Time: 1 day, 8:37:56
2023-07-26 03:58:42,264 semantic_segmentation INFO: Iters: 83700/150000 || Lr: 0.009592 || Task Loss: 0.3714 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:24 || Estimated Time: 1 day, 8:37:37
2023-07-26 03:58:58,834 semantic_segmentation INFO: Iters: 83710/150000 || Lr: 0.009591 || Task Loss: 0.3703 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:41 || Estimated Time: 1 day, 8:37:19
2023-07-26 03:59:15,308 semantic_segmentation INFO: Iters: 83720/150000 || Lr: 0.009590 || Task Loss: 0.5454 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:57 || Estimated Time: 1 day, 8:37:00
2023-07-26 03:59:31,784 semantic_segmentation INFO: Iters: 83730/150000 || Lr: 0.009588 || Task Loss: 0.4045 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:14 || Estimated Time: 1 day, 8:36:41
2023-07-26 03:59:48,456 semantic_segmentation INFO: Iters: 83740/150000 || Lr: 0.009587 || Task Loss: 0.5387 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:30 || Estimated Time: 1 day, 8:36:23
2023-07-26 04:00:05,001 semantic_segmentation INFO: Iters: 83750/150000 || Lr: 0.009586 || Task Loss: 0.5713 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:47 || Estimated Time: 1 day, 8:36:04
2023-07-26 04:00:21,633 semantic_segmentation INFO: Iters: 83760/150000 || Lr: 0.009584 || Task Loss: 0.5829 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:03 || Estimated Time: 1 day, 8:35:46
2023-07-26 04:00:38,270 semantic_segmentation INFO: Iters: 83770/150000 || Lr: 0.009583 || Task Loss: 0.5965 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:20 || Estimated Time: 1 day, 8:35:27
2023-07-26 04:00:54,759 semantic_segmentation INFO: Iters: 83780/150000 || Lr: 0.009582 || Task Loss: 0.3849 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:37 || Estimated Time: 1 day, 8:35:08
2023-07-26 04:01:11,355 semantic_segmentation INFO: Iters: 83790/150000 || Lr: 0.009580 || Task Loss: 0.6138 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:53 || Estimated Time: 1 day, 8:34:50
2023-07-26 04:01:27,940 semantic_segmentation INFO: Iters: 83800/150000 || Lr: 0.009579 || Task Loss: 0.5562 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:10 || Estimated Time: 1 day, 8:34:31
2023-07-26 04:01:44,523 semantic_segmentation INFO: Iters: 83810/150000 || Lr: 0.009578 || Task Loss: 0.4233 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:26 || Estimated Time: 1 day, 8:34:13
2023-07-26 04:02:01,111 semantic_segmentation INFO: Iters: 83820/150000 || Lr: 0.009577 || Task Loss: 0.5223 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:43 || Estimated Time: 1 day, 8:33:54
2023-07-26 04:02:17,700 semantic_segmentation INFO: Iters: 83830/150000 || Lr: 0.009575 || Task Loss: 0.4315 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:59 || Estimated Time: 1 day, 8:33:35
2023-07-26 04:02:34,290 semantic_segmentation INFO: Iters: 83840/150000 || Lr: 0.009574 || Task Loss: 0.4600 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:16 || Estimated Time: 1 day, 8:33:17
2023-07-26 04:02:50,867 semantic_segmentation INFO: Iters: 83850/150000 || Lr: 0.009573 || Task Loss: 0.4411 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:33 || Estimated Time: 1 day, 8:32:58
2023-07-26 04:03:07,357 semantic_segmentation INFO: Iters: 83860/150000 || Lr: 0.009571 || Task Loss: 0.4829 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:49 || Estimated Time: 1 day, 8:32:40
2023-07-26 04:03:23,916 semantic_segmentation INFO: Iters: 83870/150000 || Lr: 0.009570 || Task Loss: 0.4485 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:06 || Estimated Time: 1 day, 8:32:21
2023-07-26 04:03:40,461 semantic_segmentation INFO: Iters: 83880/150000 || Lr: 0.009569 || Task Loss: 0.4232 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:22 || Estimated Time: 1 day, 8:32:02
2023-07-26 04:03:57,027 semantic_segmentation INFO: Iters: 83890/150000 || Lr: 0.009567 || Task Loss: 0.3341 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:39 || Estimated Time: 1 day, 8:31:44
2023-07-26 04:04:13,628 semantic_segmentation INFO: Iters: 83900/150000 || Lr: 0.009566 || Task Loss: 0.4255 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:55 || Estimated Time: 1 day, 8:31:25
2023-07-26 04:04:30,263 semantic_segmentation INFO: Iters: 83910/150000 || Lr: 0.009565 || Task Loss: 0.7799 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:12 || Estimated Time: 1 day, 8:31:06
2023-07-26 04:04:46,794 semantic_segmentation INFO: Iters: 83920/150000 || Lr: 0.009563 || Task Loss: 0.3326 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:29 || Estimated Time: 1 day, 8:30:48
2023-07-26 04:05:03,308 semantic_segmentation INFO: Iters: 83930/150000 || Lr: 0.009562 || Task Loss: 0.3822 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:45 || Estimated Time: 1 day, 8:30:29
2023-07-26 04:05:19,784 semantic_segmentation INFO: Iters: 83940/150000 || Lr: 0.009561 || Task Loss: 0.3391 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:02 || Estimated Time: 1 day, 8:30:11
2023-07-26 04:05:36,354 semantic_segmentation INFO: Iters: 83950/150000 || Lr: 0.009560 || Task Loss: 0.4046 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:18 || Estimated Time: 1 day, 8:29:52
2023-07-26 04:05:52,831 semantic_segmentation INFO: Iters: 83960/150000 || Lr: 0.009558 || Task Loss: 0.5110 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:35 || Estimated Time: 1 day, 8:29:33
2023-07-26 04:06:09,392 semantic_segmentation INFO: Iters: 83970/150000 || Lr: 0.009557 || Task Loss: 0.4272 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:51 || Estimated Time: 1 day, 8:29:15
2023-07-26 04:06:26,116 semantic_segmentation INFO: Iters: 83980/150000 || Lr: 0.009556 || Task Loss: 0.4110 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:08 || Estimated Time: 1 day, 8:28:56
2023-07-26 04:06:42,607 semantic_segmentation INFO: Iters: 83990/150000 || Lr: 0.009554 || Task Loss: 0.3492 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:24 || Estimated Time: 1 day, 8:28:37
2023-07-26 04:06:59,107 semantic_segmentation INFO: Iters: 84000/150000 || Lr: 0.009553 || Task Loss: 0.4089 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:41 || Estimated Time: 1 day, 8:28:19
2023-07-26 04:06:59,232 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:06:59,621 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-26 04:06:59,651 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.132
2023-07-26 04:06:59,663 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.132
2023-07-26 04:06:59,676 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.131
2023-07-26 04:06:59,689 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.943, mIoU: 0.199
2023-07-26 04:06:59,701 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.245
2023-07-26 04:06:59,714 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.288
2023-07-26 04:06:59,728 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.293
2023-07-26 04:06:59,740 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.322
2023-07-26 04:06:59,753 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.362
2023-07-26 04:06:59,767 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.924, mIoU: 0.363
2023-07-26 04:06:59,781 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.404
2023-07-26 04:06:59,793 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.891, mIoU: 0.346
2023-07-26 04:06:59,806 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.338
2023-07-26 04:06:59,820 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.891, mIoU: 0.327
2023-07-26 04:06:59,832 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.895, mIoU: 0.323
2023-07-26 04:06:59,842 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.890, mIoU: 0.318
2023-07-26 04:06:59,854 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.888, mIoU: 0.316
2023-07-26 04:06:59,867 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.326
2023-07-26 04:06:59,883 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.893, mIoU: 0.366
2023-07-26 04:06:59,896 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.898, mIoU: 0.372
2023-07-26 04:06:59,910 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.899, mIoU: 0.381
2023-07-26 04:06:59,924 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.898, mIoU: 0.413
2023-07-26 04:06:59,939 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.419
2023-07-26 04:06:59,954 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.904, mIoU: 0.421
2023-07-26 04:06:59,967 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.901, mIoU: 0.426
2023-07-26 04:06:59,980 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.903, mIoU: 0.427
2023-07-26 04:06:59,991 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.905, mIoU: 0.427
2023-07-26 04:07:00,006 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.901, mIoU: 0.416
2023-07-26 04:07:00,020 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.904, mIoU: 0.417
2023-07-26 04:07:00,034 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.907, mIoU: 0.419
2023-07-26 04:07:00,049 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.417
2023-07-26 04:07:00,063 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.425
2023-07-26 04:07:00,077 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.911, mIoU: 0.423
2023-07-26 04:07:00,091 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.902, mIoU: 0.458
2023-07-26 04:07:00,105 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.459
2023-07-26 04:07:00,118 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.460
2023-07-26 04:07:00,130 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.503
2023-07-26 04:07:00,146 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.903, mIoU: 0.492
2023-07-26 04:07:00,158 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.903, mIoU: 0.490
2023-07-26 04:07:00,170 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.904, mIoU: 0.518
2023-07-26 04:07:00,185 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.517
2023-07-26 04:07:00,199 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-26 04:07:00,211 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.906, mIoU: 0.515
2023-07-26 04:07:00,226 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.524
2023-07-26 04:07:00,241 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.526
2023-07-26 04:07:00,254 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.531
2023-07-26 04:07:00,266 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.532
2023-07-26 04:07:00,280 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.909, mIoU: 0.534
2023-07-26 04:07:00,296 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.532
2023-07-26 04:07:00,311 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.529
2023-07-26 04:07:00,326 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.528
2023-07-26 04:07:00,338 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.526
2023-07-26 04:07:00,354 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.527
2023-07-26 04:07:00,368 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.531
2023-07-26 04:07:00,381 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.529
2023-07-26 04:07:00,397 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.527
2023-07-26 04:07:00,413 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.526
2023-07-26 04:07:00,426 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.526
2023-07-26 04:07:00,442 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.560
2023-07-26 04:07:00,455 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.555
2023-07-26 04:07:00,470 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.906, mIoU: 0.554
2023-07-26 04:07:00,483 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.554
2023-07-26 04:07:00,501 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.908, mIoU: 0.561
2023-07-26 04:07:00,514 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.909, mIoU: 0.563
2023-07-26 04:07:00,530 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.910, mIoU: 0.563
2023-07-26 04:07:00,545 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.564
2023-07-26 04:07:00,558 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.912, mIoU: 0.609
2023-07-26 04:07:00,573 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.913, mIoU: 0.610
2023-07-26 04:07:00,588 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-26 04:07:00,603 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 04:07:00,616 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 04:07:00,631 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 04:07:00,646 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-26 04:07:00,660 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 04:07:00,675 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 04:07:00,689 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:00,699 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:00,714 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:00,730 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.897, mIoU: 0.604
2023-07-26 04:07:00,742 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.608
2023-07-26 04:07:00,757 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.898, mIoU: 0.608
2023-07-26 04:07:00,772 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 04:07:00,787 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 04:07:00,802 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-26 04:07:00,817 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.579
2023-07-26 04:07:00,832 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-26 04:07:00,847 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 04:07:00,862 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.892, mIoU: 0.592
2023-07-26 04:07:00,875 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.893, mIoU: 0.592
2023-07-26 04:07:00,891 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 04:07:00,906 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 04:07:00,921 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.889, mIoU: 0.589
2023-07-26 04:07:00,936 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.890, mIoU: 0.606
2023-07-26 04:07:00,950 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.888, mIoU: 0.605
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2023-07-26 04:07:06,556 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-26 04:07:06,571 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.890, mIoU: 0.575
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2023-07-26 04:07:06,640 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 04:07:06,655 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 04:07:06,667 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-26 04:07:06,682 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 04:07:06,698 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 04:07:06,713 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.891, mIoU: 0.579
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2023-07-26 04:07:06,741 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-26 04:07:06,754 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 04:07:06,769 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 04:07:06,783 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 04:07:06,797 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 04:07:06,811 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-26 04:07:06,827 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.891, mIoU: 0.580
2023-07-26 04:07:06,842 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 04:07:06,857 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.891, mIoU: 0.581
2023-07-26 04:07:06,870 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.891, mIoU: 0.581
2023-07-26 04:07:06,884 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.891, mIoU: 0.582
2023-07-26 04:07:06,899 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.891, mIoU: 0.582
2023-07-26 04:07:06,914 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.891, mIoU: 0.582
2023-07-26 04:07:06,929 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-26 04:07:06,944 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 04:07:06,957 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 04:07:06,972 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 04:07:06,986 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 04:07:06,999 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.892, mIoU: 0.587
2023-07-26 04:07:07,014 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.892, mIoU: 0.587
2023-07-26 04:07:07,026 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.892, mIoU: 0.590
2023-07-26 04:07:07,040 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.892, mIoU: 0.589
2023-07-26 04:07:07,053 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.892, mIoU: 0.590
2023-07-26 04:07:07,064 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.892, mIoU: 0.591
2023-07-26 04:07:07,076 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.892, mIoU: 0.591
2023-07-26 04:07:07,090 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.892, mIoU: 0.592
2023-07-26 04:07:07,105 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.892, mIoU: 0.592
2023-07-26 04:07:07,119 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.893, mIoU: 0.592
2023-07-26 04:07:07,133 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.893, mIoU: 0.592
2023-07-26 04:07:07,142 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.893, mIoU: 0.592
2023-07-26 04:07:07,156 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,171 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.893, mIoU: 0.594
2023-07-26 04:07:07,187 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.893, mIoU: 0.594
2023-07-26 04:07:07,202 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.893, mIoU: 0.594
2023-07-26 04:07:07,216 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,229 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,242 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,257 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 04:07:07,272 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 04:07:07,286 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 04:07:07,298 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.594
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2023-07-26 04:07:07,326 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 04:07:07,340 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.594
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2023-07-26 04:07:07,367 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,382 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,397 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.593
2023-07-26 04:07:07,413 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,426 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,442 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,456 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,469 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.894, mIoU: 0.595
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2023-07-26 04:07:07,499 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,513 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,528 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,541 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.895, mIoU: 0.595
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2023-07-26 04:07:07,611 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 04:07:07,626 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,639 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.894, mIoU: 0.595
2023-07-26 04:07:07,653 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.894, mIoU: 0.593
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2023-07-26 04:07:07,680 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,694 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,709 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,721 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,733 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.894, mIoU: 0.592
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2023-07-26 04:07:07,760 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,775 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,791 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,805 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,820 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,833 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 04:07:07,848 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,863 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,876 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,891 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,906 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 04:07:07,920 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:07,935 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:07,950 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:07,961 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:07,975 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:07,989 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,003 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,017 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,032 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,043 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,057 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 04:07:08,071 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 04:07:08,086 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 04:07:08,098 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 04:07:08,112 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 04:07:08,126 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 04:07:08,140 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 04:07:08,154 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 04:07:08,169 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 04:07:08,184 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 04:07:08,198 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 04:07:08,213 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 04:07:08,227 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 04:07:08,240 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 04:07:08,255 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,269 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,284 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,297 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 04:07:08,312 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,325 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,340 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,354 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 04:07:08,369 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 04:07:08,384 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 04:07:08,398 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 04:07:08,413 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,427 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,440 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,454 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 04:07:08,469 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 04:07:08,486 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 04:07:08,501 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,515 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.895, mIoU: 0.598
2023-07-26 04:07:08,525 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.895, mIoU: 0.597
2023-07-26 04:07:08,537 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 04:07:08,552 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 04:07:08,564 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 04:07:08,578 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 04:07:08,591 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,604 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,619 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,635 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,650 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 04:07:08,666 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,679 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,693 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 04:07:08,706 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 04:07:08,721 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,736 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,751 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,766 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 04:07:08,780 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 04:07:08,795 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 04:07:08,808 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 04:07:08,822 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.896, mIoU: 0.597
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2023-07-26 04:07:08,918 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.600
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2023-07-26 04:07:09,271 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 04:07:09,285 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.605
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2023-07-26 04:07:09,325 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 04:07:09,338 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 04:07:09,349 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 04:07:09,363 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.898, mIoU: 0.605
2023-07-26 04:07:09,377 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,392 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,407 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,421 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,436 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,449 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,464 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,479 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,496 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,511 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,526 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 04:07:09,541 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 04:07:09,554 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,567 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:09,580 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,595 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,611 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,624 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,636 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,651 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:09,665 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:09,680 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:09,695 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:09,709 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:09,722 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,737 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:09,750 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,764 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:09,778 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,792 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:09,808 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,820 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,836 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,851 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,863 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,876 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,891 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,906 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,920 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,935 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:09,946 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,959 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,972 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:09,985 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:09,999 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,015 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:10,028 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,043 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,056 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,071 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,086 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,099 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,111 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,126 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,141 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,154 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,169 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,184 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,197 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,210 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:10,225 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,240 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,256 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,269 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,282 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,295 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:10,310 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:10,323 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,335 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,350 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,364 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,376 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,391 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:10,406 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,421 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,436 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,448 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:10,460 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,474 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,487 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,500 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,513 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,528 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,541 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,554 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,568 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,584 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:10,598 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,614 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,627 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,640 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,654 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,669 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,684 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:10,699 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:10,712 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:10,725 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,736 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,752 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,767 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,781 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,795 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:10,806 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,819 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,834 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,848 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,861 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,876 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,889 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,905 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,918 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,933 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,946 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:10,960 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,975 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:10,988 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,004 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,018 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,033 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,047 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,062 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,076 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,091 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,104 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,119 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,133 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,146 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,158 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,171 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,186 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,199 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,215 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,230 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,241 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,254 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,270 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,285 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,298 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,313 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,327 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,340 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,354 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,369 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,383 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,396 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,407 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,424 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,438 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,453 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,466 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,481 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 04:07:11,496 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,511 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,525 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,538 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,553 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,566 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,581 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,595 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,607 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,623 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,635 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,650 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,665 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,679 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,694 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,708 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:11,722 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,736 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,752 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,766 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,781 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 04:07:11,796 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,805 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,819 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,831 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,846 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:11,860 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,876 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:11,889 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,903 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,918 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 04:07:11,932 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:11,948 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:11,964 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:11,976 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:11,992 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:12,006 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,021 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:12,034 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:12,049 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 04:07:12,064 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,078 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,091 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,105 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,120 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 04:07:12,132 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 04:07:12,146 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,160 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,173 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,186 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,199 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,212 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,227 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,241 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 04:07:12,255 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:12,270 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:12,284 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:12,297 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:12,310 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 04:07:12,325 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,338 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,351 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,365 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,380 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,395 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,411 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,423 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,437 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,453 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,468 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,480 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,494 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,507 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,522 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:12,535 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,550 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,565 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,579 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:12,587 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,603 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,618 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,630 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:12,644 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,658 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,673 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,686 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,700 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,715 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,731 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:12,746 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,760 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 04:07:12,776 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,791 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,804 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,819 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 04:07:12,833 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,847 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:12,860 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,874 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,889 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,904 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,910 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,923 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:12,936 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:12,948 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:12,959 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:12,974 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:12,988 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,002 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,014 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:13,026 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:13,041 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,051 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:13,066 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:13,079 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,093 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,108 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,123 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,138 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,149 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,162 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,176 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,191 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,206 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,221 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,234 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,244 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,254 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,267 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,278 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,293 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:13,306 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,320 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,336 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 04:07:13,351 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 04:07:13,364 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 04:07:13,379 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:13,394 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:13,408 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:13,423 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:13,437 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:13,451 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 04:07:13,465 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,480 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:13,493 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,506 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,520 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,533 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,549 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,561 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,576 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,591 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,608 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,623 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,636 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,651 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,666 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,681 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,696 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 04:07:13,708 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 04:07:13,721 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 04:07:13,735 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 04:07:13,749 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 04:07:13,764 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 04:07:13,778 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 04:07:13,793 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 04:07:13,807 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 04:07:13,821 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:13,835 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,848 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,862 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,872 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,884 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:13,899 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:13,910 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,925 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,940 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,955 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,971 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:13,986 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,001 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,016 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 04:07:14,028 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,043 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,056 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,071 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,085 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,098 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,113 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,126 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 04:07:14,140 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,154 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,169 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,184 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,198 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,211 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,223 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,237 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 04:07:14,250 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,262 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,277 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,292 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,306 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,319 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,332 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,347 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,362 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,378 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,391 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,404 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,418 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,433 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,448 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,463 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,477 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,492 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,506 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,521 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,536 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,551 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,565 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,579 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,592 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,607 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,622 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 04:07:14,637 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,649 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 04:07:14,663 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,677 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,693 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,705 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,719 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,733 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,747 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,762 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,777 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,791 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,804 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,819 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,834 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.604
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2023-07-26 04:07:14,874 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:14,882 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,896 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,911 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,923 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,938 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:14,953 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:14,966 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,979 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:14,993 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,008 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,023 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,039 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,052 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,069 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,083 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,096 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,110 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,125 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,140 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,152 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,164 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,179 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,193 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,208 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,222 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,235 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,250 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,263 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,276 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,291 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,306 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,320 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,334 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,347 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,361 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,376 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,390 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,404 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,417 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,432 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,445 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,457 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,469 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,483 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,497 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,512 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,526 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,536 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,549 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,564 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,579 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.900, mIoU: 0.604
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2023-07-26 04:07:15,636 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,648 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,662 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,676 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,689 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,703 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,716 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,728 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,743 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.900, mIoU: 0.604
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2023-07-26 04:07:15,772 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,786 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,799 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:15,814 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:15,829 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:15,841 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:15,856 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.605
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2023-07-26 04:07:15,900 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:15,912 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.606
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2023-07-26 04:07:15,981 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.604
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2023-07-26 04:07:16,049 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:16,063 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:16,078 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:16,092 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:16,104 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 04:07:16,118 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:16,132 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 04:07:16,144 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,158 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,173 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,188 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,204 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,219 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,233 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,247 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,262 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,275 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,289 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,305 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 04:07:16,320 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,333 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,348 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,359 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,374 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,388 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,402 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,414 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,429 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.899, mIoU: 0.605
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2023-07-26 04:07:16,484 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.899, mIoU: 0.605
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2023-07-26 04:07:16,508 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,522 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,537 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,551 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,564 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 04:07:16,577 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 04:07:16,592 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 04:07:16,606 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,620 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,633 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,649 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,661 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,674 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,689 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,704 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,718 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,733 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,749 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,762 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,777 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,791 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,805 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,820 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 04:07:16,833 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,845 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,861 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,875 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,890 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,903 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,916 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:16,930 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,945 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,958 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,971 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,985 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:16,999 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,014 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,028 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,042 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,057 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,070 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,083 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,098 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,110 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,124 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.898, mIoU: 0.600
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2023-07-26 04:07:17,152 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,166 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,180 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:17,195 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:17,209 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:17,223 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:17,238 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:17,252 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,267 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,281 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,296 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,311 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,323 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,336 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,351 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,366 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,379 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,393 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,408 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,422 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,437 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,451 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,466 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,480 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,493 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,505 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,518 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,530 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,543 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,557 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,572 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,584 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,597 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,611 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:17,622 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,636 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,651 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,666 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,681 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.898, mIoU: 0.599
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2023-07-26 04:07:17,708 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,723 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:17,737 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,750 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,765 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,779 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,795 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,807 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,822 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,837 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,851 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 04:07:17,865 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:17,878 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:17,892 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:17,907 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,921 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,936 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,948 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,962 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,977 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:17,991 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:18,006 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:18,020 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,034 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,049 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:18,059 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:18,073 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 04:07:18,086 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.899, mIoU: 0.602
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2023-07-26 04:07:18,129 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:18,142 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:18,154 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.899, mIoU: 0.600
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2023-07-26 04:07:18,180 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,194 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,207 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,221 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,236 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,249 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,263 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,279 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,291 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,306 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,320 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,333 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,347 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,359 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,374 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 04:07:18,388 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 04:07:18,403 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,418 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,430 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,443 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,457 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,472 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,486 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:18,499 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 04:07:18,511 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,526 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,541 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,555 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,568 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,582 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,598 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,614 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,628 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,643 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,651 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.599
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2023-07-26 04:07:18,678 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,691 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,706 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,721 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,735 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,750 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,764 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,779 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 04:07:18,794 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.598
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2023-07-26 04:07:18,821 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,837 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,851 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,866 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,881 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,897 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,910 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,924 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,938 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,953 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,965 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:18,978 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 04:07:18,992 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 04:07:19,007 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,021 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,036 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,050 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,064 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,079 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,092 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,106 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,119 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,133 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,148 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,163 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,177 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,190 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,204 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,219 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,233 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,248 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,262 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,277 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,292 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,305 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,319 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,332 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,347 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,361 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,376 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,391 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 04:07:19,405 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 04:07:19,418 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,428 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,442 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,454 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,469 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,483 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,497 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,512 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,522 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,532 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,547 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 04:07:19,562 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,576 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,588 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,603 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,617 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,629 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,643 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,658 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,671 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,685 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,698 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,712 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,726 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,741 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,753 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,767 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 04:07:19,782 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 04:07:19,796 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 04:07:19,811 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,823 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,837 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,851 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 04:07:19,868 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 04:07:36,272 semantic_segmentation INFO: Iters: 84010/150000 || Lr: 0.009552 || Task Loss: 0.6895 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:18 || Estimated Time: 1 day, 8:28:16
2023-07-26 04:07:52,719 semantic_segmentation INFO: Iters: 84020/150000 || Lr: 0.009550 || Task Loss: 0.3834 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:35 || Estimated Time: 1 day, 8:27:58
2023-07-26 04:08:09,139 semantic_segmentation INFO: Iters: 84030/150000 || Lr: 0.009549 || Task Loss: 0.5924 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:51 || Estimated Time: 1 day, 8:27:39
2023-07-26 04:08:25,724 semantic_segmentation INFO: Iters: 84040/150000 || Lr: 0.009548 || Task Loss: 0.4651 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2367|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:08 || Estimated Time: 1 day, 8:27:20
2023-07-26 04:08:42,318 semantic_segmentation INFO: Iters: 84050/150000 || Lr: 0.009547 || Task Loss: 0.5892 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:24 || Estimated Time: 1 day, 8:27:02
2023-07-26 04:08:58,977 semantic_segmentation INFO: Iters: 84060/150000 || Lr: 0.009545 || Task Loss: 0.5883 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:41 || Estimated Time: 1 day, 8:26:43
2023-07-26 04:09:15,682 semantic_segmentation INFO: Iters: 84070/150000 || Lr: 0.009544 || Task Loss: 0.5216 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:57 || Estimated Time: 1 day, 8:26:25
2023-07-26 04:09:32,256 semantic_segmentation INFO: Iters: 84080/150000 || Lr: 0.009543 || Task Loss: 0.5395 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:14 || Estimated Time: 1 day, 8:26:06
2023-07-26 04:09:48,779 semantic_segmentation INFO: Iters: 84090/150000 || Lr: 0.009541 || Task Loss: 0.6374 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:31 || Estimated Time: 1 day, 8:25:47
2023-07-26 04:10:05,362 semantic_segmentation INFO: Iters: 84100/150000 || Lr: 0.009540 || Task Loss: 0.3672 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:47 || Estimated Time: 1 day, 8:25:29
2023-07-26 04:10:21,990 semantic_segmentation INFO: Iters: 84110/150000 || Lr: 0.009539 || Task Loss: 0.4869 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:04 || Estimated Time: 1 day, 8:25:10
2023-07-26 04:10:38,504 semantic_segmentation INFO: Iters: 84120/150000 || Lr: 0.009537 || Task Loss: 0.5295 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:20 || Estimated Time: 1 day, 8:24:52
2023-07-26 04:10:55,026 semantic_segmentation INFO: Iters: 84130/150000 || Lr: 0.009536 || Task Loss: 0.5068 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:37 || Estimated Time: 1 day, 8:24:33
2023-07-26 04:11:11,681 semantic_segmentation INFO: Iters: 84140/150000 || Lr: 0.009535 || Task Loss: 0.4237 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:53 || Estimated Time: 1 day, 8:24:14
2023-07-26 04:11:28,341 semantic_segmentation INFO: Iters: 84150/150000 || Lr: 0.009534 || Task Loss: 0.4714 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:10 || Estimated Time: 1 day, 8:23:56
2023-07-26 04:11:44,795 semantic_segmentation INFO: Iters: 84160/150000 || Lr: 0.009532 || Task Loss: 0.8785 || KD Loss: 0.2839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:27 || Estimated Time: 1 day, 8:23:37
2023-07-26 04:12:01,363 semantic_segmentation INFO: Iters: 84170/150000 || Lr: 0.009531 || Task Loss: 0.6274 || KD Loss: 0.1867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:43 || Estimated Time: 1 day, 8:23:19
2023-07-26 04:12:17,978 semantic_segmentation INFO: Iters: 84180/150000 || Lr: 0.009530 || Task Loss: 0.3875 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:00 || Estimated Time: 1 day, 8:23:00
2023-07-26 04:12:34,365 semantic_segmentation INFO: Iters: 84190/150000 || Lr: 0.009528 || Task Loss: 0.5382 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:16 || Estimated Time: 1 day, 8:22:41
2023-07-26 04:12:50,950 semantic_segmentation INFO: Iters: 84200/150000 || Lr: 0.009527 || Task Loss: 0.4284 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:33 || Estimated Time: 1 day, 8:22:23
2023-07-26 04:13:07,545 semantic_segmentation INFO: Iters: 84210/150000 || Lr: 0.009526 || Task Loss: 0.5823 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:49 || Estimated Time: 1 day, 8:22:04
2023-07-26 04:13:24,113 semantic_segmentation INFO: Iters: 84220/150000 || Lr: 0.009524 || Task Loss: 0.5048 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:06 || Estimated Time: 1 day, 8:21:45
2023-07-26 04:13:40,551 semantic_segmentation INFO: Iters: 84230/150000 || Lr: 0.009523 || Task Loss: 0.5644 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:22 || Estimated Time: 1 day, 8:21:27
2023-07-26 04:13:57,079 semantic_segmentation INFO: Iters: 84240/150000 || Lr: 0.009522 || Task Loss: 0.5095 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:39 || Estimated Time: 1 day, 8:21:08
2023-07-26 04:14:13,499 semantic_segmentation INFO: Iters: 84250/150000 || Lr: 0.009521 || Task Loss: 0.7862 || KD Loss: 0.2486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:55 || Estimated Time: 1 day, 8:20:49
2023-07-26 04:14:30,034 semantic_segmentation INFO: Iters: 84260/150000 || Lr: 0.009519 || Task Loss: 0.5550 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:12 || Estimated Time: 1 day, 8:20:31
2023-07-26 04:14:46,530 semantic_segmentation INFO: Iters: 84270/150000 || Lr: 0.009518 || Task Loss: 0.4938 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:28 || Estimated Time: 1 day, 8:20:12
2023-07-26 04:15:03,049 semantic_segmentation INFO: Iters: 84280/150000 || Lr: 0.009517 || Task Loss: 0.4138 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:45 || Estimated Time: 1 day, 8:19:53
2023-07-26 04:15:19,597 semantic_segmentation INFO: Iters: 84290/150000 || Lr: 0.009515 || Task Loss: 0.6209 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:01 || Estimated Time: 1 day, 8:19:35
2023-07-26 04:15:36,029 semantic_segmentation INFO: Iters: 84300/150000 || Lr: 0.009514 || Task Loss: 0.4767 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:18 || Estimated Time: 1 day, 8:19:16
2023-07-26 04:15:52,626 semantic_segmentation INFO: Iters: 84310/150000 || Lr: 0.009513 || Task Loss: 0.4500 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:34 || Estimated Time: 1 day, 8:18:58
2023-07-26 04:16:09,195 semantic_segmentation INFO: Iters: 84320/150000 || Lr: 0.009511 || Task Loss: 0.4342 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:51 || Estimated Time: 1 day, 8:18:39
2023-07-26 04:16:25,766 semantic_segmentation INFO: Iters: 84330/150000 || Lr: 0.009510 || Task Loss: 0.4998 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:08 || Estimated Time: 1 day, 8:18:20
2023-07-26 04:16:42,353 semantic_segmentation INFO: Iters: 84340/150000 || Lr: 0.009509 || Task Loss: 0.3620 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:24 || Estimated Time: 1 day, 8:18:02
2023-07-26 04:16:58,974 semantic_segmentation INFO: Iters: 84350/150000 || Lr: 0.009507 || Task Loss: 0.3499 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:41 || Estimated Time: 1 day, 8:17:43
2023-07-26 04:17:15,342 semantic_segmentation INFO: Iters: 84360/150000 || Lr: 0.009506 || Task Loss: 0.6480 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:57 || Estimated Time: 1 day, 8:17:24
2023-07-26 04:17:31,894 semantic_segmentation INFO: Iters: 84370/150000 || Lr: 0.009505 || Task Loss: 0.5172 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:30:14 || Estimated Time: 1 day, 8:17:06
2023-07-26 04:17:48,516 semantic_segmentation INFO: Iters: 84380/150000 || Lr: 0.009504 || Task Loss: 0.4419 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:30:30 || Estimated Time: 1 day, 8:16:47
2023-07-26 04:18:05,125 semantic_segmentation INFO: Iters: 84390/150000 || Lr: 0.009502 || Task Loss: 0.4434 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:30:47 || Estimated Time: 1 day, 8:16:29
2023-07-26 04:18:21,707 semantic_segmentation INFO: Iters: 84400/150000 || Lr: 0.009501 || Task Loss: 0.6586 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:03 || Estimated Time: 1 day, 8:16:10
2023-07-26 04:18:38,214 semantic_segmentation INFO: Iters: 84410/150000 || Lr: 0.009500 || Task Loss: 0.3986 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:20 || Estimated Time: 1 day, 8:15:52
2023-07-26 04:18:54,670 semantic_segmentation INFO: Iters: 84420/150000 || Lr: 0.009498 || Task Loss: 0.7050 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:36 || Estimated Time: 1 day, 8:15:33
2023-07-26 04:19:11,323 semantic_segmentation INFO: Iters: 84430/150000 || Lr: 0.009497 || Task Loss: 0.5470 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:53 || Estimated Time: 1 day, 8:15:14
2023-07-26 04:19:27,864 semantic_segmentation INFO: Iters: 84440/150000 || Lr: 0.009496 || Task Loss: 0.6398 || KD Loss: 0.2711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:10 || Estimated Time: 1 day, 8:14:56
2023-07-26 04:19:44,432 semantic_segmentation INFO: Iters: 84450/150000 || Lr: 0.009494 || Task Loss: 0.7115 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:26 || Estimated Time: 1 day, 8:14:37
2023-07-26 04:20:01,033 semantic_segmentation INFO: Iters: 84460/150000 || Lr: 0.009493 || Task Loss: 0.6157 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:43 || Estimated Time: 1 day, 8:14:19
2023-07-26 04:20:17,513 semantic_segmentation INFO: Iters: 84470/150000 || Lr: 0.009492 || Task Loss: 0.3647 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:59 || Estimated Time: 1 day, 8:14:00
2023-07-26 04:20:34,007 semantic_segmentation INFO: Iters: 84480/150000 || Lr: 0.009491 || Task Loss: 0.5060 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:33:16 || Estimated Time: 1 day, 8:13:41
2023-07-26 04:20:50,573 semantic_segmentation INFO: Iters: 84490/150000 || Lr: 0.009489 || Task Loss: 0.4235 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:33:32 || Estimated Time: 1 day, 8:13:23
2023-07-26 04:21:07,045 semantic_segmentation INFO: Iters: 84500/150000 || Lr: 0.009488 || Task Loss: 0.4770 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:33:49 || Estimated Time: 1 day, 8:13:04
2023-07-26 04:21:23,559 semantic_segmentation INFO: Iters: 84510/150000 || Lr: 0.009487 || Task Loss: 0.8498 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:05 || Estimated Time: 1 day, 8:12:45
2023-07-26 04:21:40,127 semantic_segmentation INFO: Iters: 84520/150000 || Lr: 0.009485 || Task Loss: 0.5199 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:22 || Estimated Time: 1 day, 8:12:27
2023-07-26 04:21:56,633 semantic_segmentation INFO: Iters: 84530/150000 || Lr: 0.009484 || Task Loss: 0.5318 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:38 || Estimated Time: 1 day, 8:12:08
2023-07-26 04:22:13,118 semantic_segmentation INFO: Iters: 84540/150000 || Lr: 0.009483 || Task Loss: 0.5243 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:55 || Estimated Time: 1 day, 8:11:49
2023-07-26 04:22:30,099 semantic_segmentation INFO: Iters: 84550/150000 || Lr: 0.009481 || Task Loss: 0.4136 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:12 || Estimated Time: 1 day, 8:11:31
2023-07-26 04:22:46,499 semantic_segmentation INFO: Iters: 84560/150000 || Lr: 0.009480 || Task Loss: 0.5925 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:28 || Estimated Time: 1 day, 8:11:12
2023-07-26 04:23:03,065 semantic_segmentation INFO: Iters: 84570/150000 || Lr: 0.009479 || Task Loss: 0.6174 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:45 || Estimated Time: 1 day, 8:10:54
2023-07-26 04:23:19,552 semantic_segmentation INFO: Iters: 84580/150000 || Lr: 0.009477 || Task Loss: 0.5978 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:01 || Estimated Time: 1 day, 8:10:35
2023-07-26 04:23:36,080 semantic_segmentation INFO: Iters: 84590/150000 || Lr: 0.009476 || Task Loss: 0.5241 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:18 || Estimated Time: 1 day, 8:10:17
2023-07-26 04:23:52,651 semantic_segmentation INFO: Iters: 84600/150000 || Lr: 0.009475 || Task Loss: 0.4902 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:34 || Estimated Time: 1 day, 8:09:58
2023-07-26 04:24:09,217 semantic_segmentation INFO: Iters: 84610/150000 || Lr: 0.009474 || Task Loss: 0.6580 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:51 || Estimated Time: 1 day, 8:09:39
2023-07-26 04:24:25,805 semantic_segmentation INFO: Iters: 84620/150000 || Lr: 0.009472 || Task Loss: 0.4852 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:08 || Estimated Time: 1 day, 8:09:21
2023-07-26 04:24:42,346 semantic_segmentation INFO: Iters: 84630/150000 || Lr: 0.009471 || Task Loss: 0.4336 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:24 || Estimated Time: 1 day, 8:09:02
2023-07-26 04:24:58,789 semantic_segmentation INFO: Iters: 84640/150000 || Lr: 0.009470 || Task Loss: 0.5780 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:41 || Estimated Time: 1 day, 8:08:44
2023-07-26 04:25:15,340 semantic_segmentation INFO: Iters: 84650/150000 || Lr: 0.009468 || Task Loss: 0.3182 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:57 || Estimated Time: 1 day, 8:08:25
2023-07-26 04:25:31,960 semantic_segmentation INFO: Iters: 84660/150000 || Lr: 0.009467 || Task Loss: 0.3526 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:14 || Estimated Time: 1 day, 8:08:06
2023-07-26 04:25:48,454 semantic_segmentation INFO: Iters: 84670/150000 || Lr: 0.009466 || Task Loss: 0.3745 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:30 || Estimated Time: 1 day, 8:07:48
2023-07-26 04:26:05,107 semantic_segmentation INFO: Iters: 84680/150000 || Lr: 0.009464 || Task Loss: 0.4564 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:47 || Estimated Time: 1 day, 8:07:29
2023-07-26 04:26:21,540 semantic_segmentation INFO: Iters: 84690/150000 || Lr: 0.009463 || Task Loss: 0.4245 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:03 || Estimated Time: 1 day, 8:07:11
2023-07-26 04:26:38,111 semantic_segmentation INFO: Iters: 84700/150000 || Lr: 0.009462 || Task Loss: 0.6121 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:20 || Estimated Time: 1 day, 8:06:52
2023-07-26 04:26:54,613 semantic_segmentation INFO: Iters: 84710/150000 || Lr: 0.009461 || Task Loss: 0.3961 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:36 || Estimated Time: 1 day, 8:06:33
2023-07-26 04:27:11,103 semantic_segmentation INFO: Iters: 84720/150000 || Lr: 0.009459 || Task Loss: 0.8606 || KD Loss: 0.2886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:53 || Estimated Time: 1 day, 8:06:15
2023-07-26 04:27:27,672 semantic_segmentation INFO: Iters: 84730/150000 || Lr: 0.009458 || Task Loss: 0.5276 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:09 || Estimated Time: 1 day, 8:05:56
2023-07-26 04:27:44,153 semantic_segmentation INFO: Iters: 84740/150000 || Lr: 0.009457 || Task Loss: 0.5780 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:26 || Estimated Time: 1 day, 8:05:38
2023-07-26 04:28:00,667 semantic_segmentation INFO: Iters: 84750/150000 || Lr: 0.009455 || Task Loss: 0.3433 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:42 || Estimated Time: 1 day, 8:05:19
2023-07-26 04:28:17,226 semantic_segmentation INFO: Iters: 84760/150000 || Lr: 0.009454 || Task Loss: 0.6134 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:59 || Estimated Time: 1 day, 8:05:00
2023-07-26 04:28:33,839 semantic_segmentation INFO: Iters: 84770/150000 || Lr: 0.009453 || Task Loss: 0.3801 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:16 || Estimated Time: 1 day, 8:04:42
2023-07-26 04:28:50,372 semantic_segmentation INFO: Iters: 84780/150000 || Lr: 0.009451 || Task Loss: 0.5234 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:32 || Estimated Time: 1 day, 8:04:23
2023-07-26 04:29:06,818 semantic_segmentation INFO: Iters: 84790/150000 || Lr: 0.009450 || Task Loss: 0.5488 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:49 || Estimated Time: 1 day, 8:04:04
2023-07-26 04:29:23,386 semantic_segmentation INFO: Iters: 84800/150000 || Lr: 0.009449 || Task Loss: 0.3550 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:05 || Estimated Time: 1 day, 8:03:46
2023-07-26 04:29:23,512 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:29:23,906 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.987, mIoU: 0.092
2023-07-26 04:29:23,918 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.134
2023-07-26 04:29:23,930 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.165
2023-07-26 04:29:23,943 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.165
2023-07-26 04:29:23,956 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.237
2023-07-26 04:29:23,968 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.283
2023-07-26 04:29:23,981 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.325
2023-07-26 04:29:23,995 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.331
2023-07-26 04:29:24,007 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.358
2023-07-26 04:29:24,020 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.401
2023-07-26 04:29:24,034 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.403
2023-07-26 04:29:24,048 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.932, mIoU: 0.442
2023-07-26 04:29:24,059 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.894, mIoU: 0.403
2023-07-26 04:29:24,073 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.395
2023-07-26 04:29:24,087 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.898, mIoU: 0.384
2023-07-26 04:29:24,100 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.380
2023-07-26 04:29:24,111 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.378
2023-07-26 04:29:24,123 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.899, mIoU: 0.377
2023-07-26 04:29:24,137 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.896, mIoU: 0.372
2023-07-26 04:29:24,153 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.898, mIoU: 0.415
2023-07-26 04:29:24,167 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.902, mIoU: 0.415
2023-07-26 04:29:24,182 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.419
2023-07-26 04:29:24,196 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.444
2023-07-26 04:29:24,212 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.905, mIoU: 0.450
2023-07-26 04:29:24,227 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.451
2023-07-26 04:29:24,240 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.902, mIoU: 0.457
2023-07-26 04:29:24,255 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.903, mIoU: 0.458
2023-07-26 04:29:24,266 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-26 04:29:24,280 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.894, mIoU: 0.434
2023-07-26 04:29:24,295 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.897, mIoU: 0.434
2023-07-26 04:29:24,309 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.900, mIoU: 0.434
2023-07-26 04:29:24,324 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.902, mIoU: 0.433
2023-07-26 04:29:24,338 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.441
2023-07-26 04:29:24,353 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.438
2023-07-26 04:29:24,367 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.898, mIoU: 0.466
2023-07-26 04:29:24,382 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.900, mIoU: 0.467
2023-07-26 04:29:24,395 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.902, mIoU: 0.463
2023-07-26 04:29:24,407 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.904, mIoU: 0.508
2023-07-26 04:29:24,423 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.899, mIoU: 0.497
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2023-07-26 04:29:24,477 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.485
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2023-07-26 04:29:24,521 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.892, mIoU: 0.491
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2023-07-26 04:29:24,562 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.894, mIoU: 0.492
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2023-07-26 04:29:24,610 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.490
2023-07-26 04:29:24,623 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.487
2023-07-26 04:29:24,639 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.483
2023-07-26 04:29:24,654 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.898, mIoU: 0.488
2023-07-26 04:29:24,668 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.896, mIoU: 0.485
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2023-07-26 04:29:24,700 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.898, mIoU: 0.484
2023-07-26 04:29:24,712 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.487
2023-07-26 04:29:24,727 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.895, mIoU: 0.506
2023-07-26 04:29:24,739 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.890, mIoU: 0.487
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2023-07-26 04:29:24,836 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.898, mIoU: 0.520
2023-07-26 04:29:24,850 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.899, mIoU: 0.521
2023-07-26 04:29:24,864 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.896, mIoU: 0.519
2023-07-26 04:29:24,879 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.897, mIoU: 0.545
2023-07-26 04:29:24,891 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-26 04:29:24,907 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.897, mIoU: 0.536
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2023-07-26 04:29:25,008 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.895, mIoU: 0.554
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2023-07-26 04:29:25,142 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.885, mIoU: 0.519
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2023-07-26 04:29:25,490 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.890, mIoU: 0.557
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2023-07-26 04:29:25,824 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.889, mIoU: 0.543
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2023-07-26 04:29:26,006 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.892, mIoU: 0.565
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2023-07-26 04:29:30,017 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.891, mIoU: 0.556
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2023-07-26 04:29:30,201 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-26 04:29:30,214 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-26 04:29:30,228 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-26 04:29:30,241 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-26 04:29:30,251 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-26 04:29:30,265 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.891, mIoU: 0.553
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2023-07-26 04:29:30,323 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.891, mIoU: 0.555
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2023-07-26 04:29:30,411 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-26 04:29:30,438 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.892, mIoU: 0.558
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2023-07-26 04:29:30,469 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.892, mIoU: 0.559
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2023-07-26 04:29:30,526 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.892, mIoU: 0.561
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2023-07-26 04:29:30,579 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:29:30,594 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:29:30,608 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:29:30,622 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.892, mIoU: 0.562
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2023-07-26 04:29:30,651 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.893, mIoU: 0.564
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2023-07-26 04:29:30,674 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-26 04:29:30,689 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.893, mIoU: 0.566
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2023-07-26 04:29:30,716 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.894, mIoU: 0.567
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2023-07-26 04:29:30,741 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-26 04:29:30,784 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-26 04:29:30,822 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:29:30,835 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:29:30,849 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:29:30,864 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:29:30,877 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:29:30,893 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:29:30,906 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:29:30,921 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:29:30,936 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:29:30,952 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:29:30,967 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:29:30,980 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:29:30,993 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:29:31,007 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:29:31,022 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:29:31,036 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-26 04:29:31,066 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-26 04:29:31,096 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 04:29:31,108 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-26 04:29:31,166 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-26 04:29:31,209 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:29:31,223 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:29:31,236 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:29:31,251 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-26 04:29:31,262 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 04:29:31,276 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-26 04:29:31,289 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-26 04:29:31,300 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-26 04:29:31,327 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 04:29:31,341 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 04:29:31,355 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 04:29:31,370 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 04:29:31,378 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-26 04:29:31,392 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 04:29:31,407 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-26 04:29:31,422 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-26 04:29:31,437 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 04:29:31,452 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 04:29:31,464 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 04:29:31,477 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 04:29:31,492 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 04:29:31,507 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 04:29:31,521 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-26 04:29:31,534 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 04:29:31,547 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-26 04:29:31,561 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.897, mIoU: 0.584
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2023-07-26 04:29:31,590 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-26 04:29:31,617 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 04:29:31,632 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:31,660 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 04:29:31,675 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.898, mIoU: 0.588
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2023-07-26 04:29:31,731 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.898, mIoU: 0.588
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2023-07-26 04:29:31,773 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 04:29:31,788 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 04:29:31,802 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:31,818 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:31,828 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 04:29:31,842 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-26 04:29:31,858 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 04:29:31,870 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 04:29:31,885 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 04:29:31,898 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 04:29:31,912 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 04:29:31,927 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 04:29:31,942 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:31,967 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 04:29:31,979 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.897, mIoU: 0.586
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2023-07-26 04:29:32,008 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:32,037 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 04:29:32,052 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.898, mIoU: 0.587
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2023-07-26 04:29:32,121 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-26 04:29:32,135 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.899, mIoU: 0.588
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2023-07-26 04:29:32,178 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:32,203 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:32,245 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:32,341 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 04:29:32,729 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.899, mIoU: 0.591
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2023-07-26 04:29:32,768 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,783 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,797 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:32,811 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:32,825 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:32,838 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,853 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:32,869 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,884 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,898 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,911 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:32,925 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,937 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,951 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,965 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 04:29:32,979 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:32,993 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:33,008 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:33,022 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:33,034 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 04:29:33,048 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,062 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:33,074 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:33,087 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:33,101 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:33,117 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:33,132 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:33,145 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 04:29:33,159 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 04:29:33,175 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 04:29:33,190 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 04:29:33,203 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 04:29:33,216 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,223 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,238 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,253 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,268 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,283 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,298 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,312 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,327 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,341 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,353 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,368 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,381 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,395 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:33,409 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,421 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,433 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,445 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,458 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 04:29:33,470 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,482 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,495 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 04:29:33,508 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 04:29:33,523 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,534 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,548 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,560 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,571 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,586 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,600 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,614 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,628 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,642 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,656 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,668 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:33,682 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,697 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,714 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,730 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,745 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 04:29:33,761 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 04:29:33,774 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 04:29:33,787 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 04:29:33,800 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 04:29:33,816 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,832 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,845 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,859 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:33,873 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,888 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 04:29:33,903 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:33,917 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:33,932 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:33,944 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 04:29:33,958 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:33,971 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 04:29:33,984 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 04:29:33,998 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,012 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,027 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 04:29:34,039 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,054 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,068 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,080 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,093 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,107 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,123 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,138 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,153 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 04:29:34,165 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,178 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,192 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,205 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,219 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 04:29:34,236 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:34,249 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:34,264 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,277 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,292 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,307 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:34,319 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:34,332 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,346 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,360 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,373 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,387 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,402 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,415 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,428 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,442 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,457 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,472 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,485 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,498 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,511 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,526 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,539 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,552 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,567 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,583 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,596 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,611 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,627 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:34,643 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:34,658 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:34,671 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:34,684 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:34,698 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:34,711 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:34,724 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,736 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,751 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,764 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,776 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,790 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,804 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,819 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,834 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,846 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,859 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,873 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,887 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,901 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,916 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:34,928 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:34,941 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:34,952 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,968 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:34,983 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:34,998 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:35,012 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:35,023 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,036 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,051 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,065 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:35,078 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:35,093 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:35,106 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:35,121 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,134 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,148 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:35,160 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:35,175 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:35,189 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:35,202 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,217 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,232 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,246 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,260 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,274 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,288 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,302 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,316 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,330 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,344 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,356 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,369 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,382 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,398 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,412 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,428 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,443 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,454 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,468 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,484 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,499 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,512 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,527 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,541 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,554 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,568 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,583 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,598 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 04:29:35,610 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,622 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,638 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,653 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:35,668 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:35,680 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:35,695 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,709 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,724 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,739 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,751 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,765 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,778 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,792 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,806 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 04:29:35,818 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,833 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,846 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,860 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,874 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,888 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,902 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,916 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,930 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:35,943 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,959 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,974 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:35,989 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,005 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,014 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,029 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,042 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,057 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,072 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,087 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,101 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,116 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,131 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,145 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,160 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,174 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:36,186 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,201 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,215 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 04:29:36,229 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,241 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,255 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:36,269 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,283 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,295 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,309 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,323 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,335 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:36,348 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,363 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,376 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,390 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,403 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,417 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,432 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,447 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 04:29:36,461 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,476 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,490 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,504 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 04:29:36,518 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:36,533 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,547 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,561 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,575 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,590 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,605 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,621 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,634 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,647 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,663 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,678 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:36,690 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:36,705 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:36,718 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:36,733 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,747 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,762 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,777 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,791 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,800 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:36,816 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:36,831 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,844 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,858 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,872 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,886 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,899 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:36,913 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 04:29:36,928 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 04:29:36,943 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 04:29:36,957 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:36,972 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:36,988 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,003 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,015 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,030 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,044 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,058 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 04:29:37,071 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 04:29:37,085 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,100 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,115 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,122 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,135 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,148 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 04:29:37,160 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:37,171 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:37,186 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 04:29:37,200 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 04:29:37,215 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 04:29:37,226 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,239 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,254 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,264 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,280 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,292 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:37,307 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:37,322 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:37,336 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:37,351 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:37,362 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:37,375 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,389 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,403 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,418 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,432 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,444 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,454 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,465 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,477 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,488 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,502 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,515 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,529 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,543 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:37,558 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 04:29:37,571 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 04:29:37,586 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,600 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,615 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,629 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,643 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,657 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,672 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,687 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:37,699 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,712 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,727 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,739 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,755 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:37,767 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:37,782 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:37,796 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:37,813 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,828 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,841 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,856 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,870 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,885 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,899 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 04:29:37,912 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,924 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,939 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,953 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,967 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,982 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:37,997 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 04:29:38,012 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 04:29:38,027 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 04:29:38,041 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,054 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,069 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,079 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,092 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,106 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 04:29:38,118 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:38,132 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 04:29:38,147 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:38,161 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,177 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,192 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,207 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,221 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,233 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,248 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,260 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,274 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,289 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:38,301 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:38,316 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,328 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 04:29:38,342 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,357 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,372 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,386 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,400 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,413 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,425 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,440 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 04:29:38,452 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,465 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,480 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,495 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,510 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,522 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,535 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,550 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,565 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,581 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,593 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,606 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,621 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,636 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,651 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,665 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,680 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,694 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,708 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,722 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 04:29:38,737 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,752 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:38,766 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,780 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,793 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,808 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,822 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,837 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,849 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 04:29:38,864 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:38,878 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,894 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,906 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,921 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,935 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,949 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:38,964 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:38,978 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:38,993 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,005 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,020 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,036 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:39,064 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,077 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,086 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,100 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,116 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,129 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,144 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 04:29:39,159 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,172 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,185 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,200 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,215 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,229 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 04:29:39,246 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,259 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,275 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,289 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,302 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,316 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 04:29:39,330 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,344 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,355 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,368 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.901, mIoU: 0.588
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2023-07-26 04:29:39,452 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,465 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,478 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,493 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 04:29:39,509 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.901, mIoU: 0.588
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2023-07-26 04:29:39,551 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:39,609 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,621 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,637 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,649 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,662 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:39,688 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,703 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,717 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,732 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:39,742 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:39,770 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.590
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2023-07-26 04:29:39,868 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.590
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2023-07-26 04:29:39,896 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:39,911 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 04:29:39,923 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:40,008 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.590
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2023-07-26 04:29:40,050 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 04:29:40,064 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:40,184 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 04:29:40,319 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 04:29:40,332 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-26 04:29:40,946 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:40,961 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:40,975 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:40,989 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,003 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 04:29:41,016 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,028 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,043 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,058 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,073 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 04:29:41,086 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 04:29:41,099 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 04:29:41,114 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 04:29:41,129 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,141 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,155 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 04:29:41,169 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,184 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,199 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,213 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,228 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,243 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,256 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,270 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,285 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,298 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.899, mIoU: 0.584
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2023-07-26 04:29:41,342 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,356 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,371 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 04:29:41,385 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,399 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,413 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,428 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:41,443 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 04:29:41,458 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-26 04:29:41,487 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 04:29:41,501 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 04:29:41,514 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-26 04:29:41,568 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 04:29:41,582 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 04:29:41,597 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-26 04:29:41,760 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-26 04:29:41,926 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 04:29:41,938 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-26 04:29:41,983 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-26 04:29:42,321 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-26 04:29:43,632 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,644 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,659 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,673 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,688 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,702 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,713 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,722 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,738 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,752 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,767 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,779 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,794 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,808 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,821 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,835 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,850 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,863 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,877 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,889 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,903 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,917 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,931 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,944 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,959 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,973 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:43,987 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:44,003 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:44,015 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:44,029 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 04:29:44,044 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 04:29:44,060 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 04:30:00,435 semantic_segmentation INFO: Iters: 84810/150000 || Lr: 0.009447 || Task Loss: 0.3784 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:42 || Estimated Time: 1 day, 8:03:43
2023-07-26 04:30:16,833 semantic_segmentation INFO: Iters: 84820/150000 || Lr: 0.009446 || Task Loss: 0.5149 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:59 || Estimated Time: 1 day, 8:03:24
2023-07-26 04:30:33,216 semantic_segmentation INFO: Iters: 84830/150000 || Lr: 0.009445 || Task Loss: 0.4877 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:15 || Estimated Time: 1 day, 8:03:06
2023-07-26 04:30:49,828 semantic_segmentation INFO: Iters: 84840/150000 || Lr: 0.009444 || Task Loss: 0.4749 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:32 || Estimated Time: 1 day, 8:02:47
2023-07-26 04:31:06,396 semantic_segmentation INFO: Iters: 84850/150000 || Lr: 0.009442 || Task Loss: 0.3839 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:48 || Estimated Time: 1 day, 8:02:29
2023-07-26 04:31:22,921 semantic_segmentation INFO: Iters: 84860/150000 || Lr: 0.009441 || Task Loss: 0.4038 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:05 || Estimated Time: 1 day, 8:02:10
2023-07-26 04:31:39,379 semantic_segmentation INFO: Iters: 84870/150000 || Lr: 0.009440 || Task Loss: 0.2778 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:21 || Estimated Time: 1 day, 8:01:51
2023-07-26 04:31:55,975 semantic_segmentation INFO: Iters: 84880/150000 || Lr: 0.009438 || Task Loss: 0.5370 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:38 || Estimated Time: 1 day, 8:01:33
2023-07-26 04:32:12,558 semantic_segmentation INFO: Iters: 84890/150000 || Lr: 0.009437 || Task Loss: 0.4888 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:54 || Estimated Time: 1 day, 8:01:14
2023-07-26 04:32:29,132 semantic_segmentation INFO: Iters: 84900/150000 || Lr: 0.009436 || Task Loss: 0.4772 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:11 || Estimated Time: 1 day, 8:00:56
2023-07-26 04:32:45,696 semantic_segmentation INFO: Iters: 84910/150000 || Lr: 0.009434 || Task Loss: 0.4908 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:27 || Estimated Time: 1 day, 8:00:37
2023-07-26 04:33:02,278 semantic_segmentation INFO: Iters: 84920/150000 || Lr: 0.009433 || Task Loss: 0.3180 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:44 || Estimated Time: 1 day, 8:00:18
2023-07-26 04:33:18,815 semantic_segmentation INFO: Iters: 84930/150000 || Lr: 0.009432 || Task Loss: 0.5488 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:01 || Estimated Time: 1 day, 8:00:00
2023-07-26 04:33:35,465 semantic_segmentation INFO: Iters: 84940/150000 || Lr: 0.009431 || Task Loss: 0.4450 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:17 || Estimated Time: 1 day, 7:59:41
2023-07-26 04:33:52,071 semantic_segmentation INFO: Iters: 84950/150000 || Lr: 0.009429 || Task Loss: 0.5959 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:34 || Estimated Time: 1 day, 7:59:23
2023-07-26 04:34:08,569 semantic_segmentation INFO: Iters: 84960/150000 || Lr: 0.009428 || Task Loss: 0.4895 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:50 || Estimated Time: 1 day, 7:59:04
2023-07-26 04:34:25,067 semantic_segmentation INFO: Iters: 84970/150000 || Lr: 0.009427 || Task Loss: 0.4488 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:07 || Estimated Time: 1 day, 7:58:46
2023-07-26 04:34:41,725 semantic_segmentation INFO: Iters: 84980/150000 || Lr: 0.009425 || Task Loss: 0.4314 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:24 || Estimated Time: 1 day, 7:58:27
2023-07-26 04:34:58,221 semantic_segmentation INFO: Iters: 84990/150000 || Lr: 0.009424 || Task Loss: 0.5149 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:40 || Estimated Time: 1 day, 7:58:08
2023-07-26 04:35:14,817 semantic_segmentation INFO: Iters: 85000/150000 || Lr: 0.009423 || Task Loss: 0.4404 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:57 || Estimated Time: 1 day, 7:57:50
2023-07-26 04:35:31,351 semantic_segmentation INFO: Iters: 85010/150000 || Lr: 0.009421 || Task Loss: 0.4108 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:13 || Estimated Time: 1 day, 7:57:31
2023-07-26 04:35:47,807 semantic_segmentation INFO: Iters: 85020/150000 || Lr: 0.009420 || Task Loss: 0.4416 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:30 || Estimated Time: 1 day, 7:57:13
2023-07-26 04:36:04,391 semantic_segmentation INFO: Iters: 85030/150000 || Lr: 0.009419 || Task Loss: 0.5660 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:46 || Estimated Time: 1 day, 7:56:54
2023-07-26 04:36:20,896 semantic_segmentation INFO: Iters: 85040/150000 || Lr: 0.009417 || Task Loss: 0.5456 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:03 || Estimated Time: 1 day, 7:56:35
2023-07-26 04:36:37,357 semantic_segmentation INFO: Iters: 85050/150000 || Lr: 0.009416 || Task Loss: 0.4333 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:19 || Estimated Time: 1 day, 7:56:17
2023-07-26 04:36:53,956 semantic_segmentation INFO: Iters: 85060/150000 || Lr: 0.009415 || Task Loss: 0.4602 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:36 || Estimated Time: 1 day, 7:55:58
2023-07-26 04:37:10,509 semantic_segmentation INFO: Iters: 85070/150000 || Lr: 0.009414 || Task Loss: 0.2858 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:52 || Estimated Time: 1 day, 7:55:40
2023-07-26 04:37:27,079 semantic_segmentation INFO: Iters: 85080/150000 || Lr: 0.009412 || Task Loss: 0.3244 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:09 || Estimated Time: 1 day, 7:55:21
2023-07-26 04:37:43,631 semantic_segmentation INFO: Iters: 85090/150000 || Lr: 0.009411 || Task Loss: 0.4810 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:25 || Estimated Time: 1 day, 7:55:02
2023-07-26 04:38:00,088 semantic_segmentation INFO: Iters: 85100/150000 || Lr: 0.009410 || Task Loss: 0.5369 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:42 || Estimated Time: 1 day, 7:54:44
2023-07-26 04:38:16,588 semantic_segmentation INFO: Iters: 85110/150000 || Lr: 0.009408 || Task Loss: 0.5876 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:58 || Estimated Time: 1 day, 7:54:25
2023-07-26 04:38:33,205 semantic_segmentation INFO: Iters: 85120/150000 || Lr: 0.009407 || Task Loss: 0.5376 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:15 || Estimated Time: 1 day, 7:54:07
2023-07-26 04:38:49,664 semantic_segmentation INFO: Iters: 85130/150000 || Lr: 0.009406 || Task Loss: 0.5838 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:31 || Estimated Time: 1 day, 7:53:48
2023-07-26 04:39:06,043 semantic_segmentation INFO: Iters: 85140/150000 || Lr: 0.009404 || Task Loss: 0.6103 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:48 || Estimated Time: 1 day, 7:53:29
2023-07-26 04:39:22,699 semantic_segmentation INFO: Iters: 85150/150000 || Lr: 0.009403 || Task Loss: 0.3498 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:04 || Estimated Time: 1 day, 7:53:11
2023-07-26 04:39:39,233 semantic_segmentation INFO: Iters: 85160/150000 || Lr: 0.009402 || Task Loss: 0.4479 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:21 || Estimated Time: 1 day, 7:52:52
2023-07-26 04:39:55,686 semantic_segmentation INFO: Iters: 85170/150000 || Lr: 0.009401 || Task Loss: 0.5675 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:37 || Estimated Time: 1 day, 7:52:34
2023-07-26 04:40:12,193 semantic_segmentation INFO: Iters: 85180/150000 || Lr: 0.009399 || Task Loss: 0.6446 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:54 || Estimated Time: 1 day, 7:52:15
2023-07-26 04:40:28,744 semantic_segmentation INFO: Iters: 85190/150000 || Lr: 0.009398 || Task Loss: 0.5009 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:53:11 || Estimated Time: 1 day, 7:51:56
2023-07-26 04:40:45,201 semantic_segmentation INFO: Iters: 85200/150000 || Lr: 0.009397 || Task Loss: 0.4041 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:53:27 || Estimated Time: 1 day, 7:51:38
2023-07-26 04:41:01,744 semantic_segmentation INFO: Iters: 85210/150000 || Lr: 0.009395 || Task Loss: 0.4495 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:53:44 || Estimated Time: 1 day, 7:51:19
2023-07-26 04:41:18,339 semantic_segmentation INFO: Iters: 85220/150000 || Lr: 0.009394 || Task Loss: 0.4843 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:00 || Estimated Time: 1 day, 7:51:01
2023-07-26 04:41:34,929 semantic_segmentation INFO: Iters: 85230/150000 || Lr: 0.009393 || Task Loss: 0.4181 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:17 || Estimated Time: 1 day, 7:50:42
2023-07-26 04:41:51,529 semantic_segmentation INFO: Iters: 85240/150000 || Lr: 0.009391 || Task Loss: 0.5752 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:33 || Estimated Time: 1 day, 7:50:24
2023-07-26 04:42:08,098 semantic_segmentation INFO: Iters: 85250/150000 || Lr: 0.009390 || Task Loss: 0.5055 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:50 || Estimated Time: 1 day, 7:50:05
2023-07-26 04:42:24,593 semantic_segmentation INFO: Iters: 85260/150000 || Lr: 0.009389 || Task Loss: 0.4751 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:06 || Estimated Time: 1 day, 7:49:46
2023-07-26 04:42:41,076 semantic_segmentation INFO: Iters: 85270/150000 || Lr: 0.009387 || Task Loss: 0.4303 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:23 || Estimated Time: 1 day, 7:49:28
2023-07-26 04:42:57,677 semantic_segmentation INFO: Iters: 85280/150000 || Lr: 0.009386 || Task Loss: 0.4979 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:39 || Estimated Time: 1 day, 7:49:09
2023-07-26 04:43:14,172 semantic_segmentation INFO: Iters: 85290/150000 || Lr: 0.009385 || Task Loss: 0.5329 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:56 || Estimated Time: 1 day, 7:48:51
2023-07-26 04:43:30,665 semantic_segmentation INFO: Iters: 85300/150000 || Lr: 0.009384 || Task Loss: 0.5892 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:12 || Estimated Time: 1 day, 7:48:32
2023-07-26 04:43:47,226 semantic_segmentation INFO: Iters: 85310/150000 || Lr: 0.009382 || Task Loss: 0.5976 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:29 || Estimated Time: 1 day, 7:48:13
2023-07-26 04:44:03,614 semantic_segmentation INFO: Iters: 85320/150000 || Lr: 0.009381 || Task Loss: 0.4581 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:45 || Estimated Time: 1 day, 7:47:55
2023-07-26 04:44:20,192 semantic_segmentation INFO: Iters: 85330/150000 || Lr: 0.009380 || Task Loss: 0.5422 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:02 || Estimated Time: 1 day, 7:47:36
2023-07-26 04:44:36,627 semantic_segmentation INFO: Iters: 85340/150000 || Lr: 0.009378 || Task Loss: 0.4094 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:18 || Estimated Time: 1 day, 7:47:18
2023-07-26 04:44:53,182 semantic_segmentation INFO: Iters: 85350/150000 || Lr: 0.009377 || Task Loss: 0.4207 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:35 || Estimated Time: 1 day, 7:46:59
2023-07-26 04:45:09,719 semantic_segmentation INFO: Iters: 85360/150000 || Lr: 0.009376 || Task Loss: 0.4299 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:52 || Estimated Time: 1 day, 7:46:40
2023-07-26 04:45:26,143 semantic_segmentation INFO: Iters: 85370/150000 || Lr: 0.009374 || Task Loss: 0.3845 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:08 || Estimated Time: 1 day, 7:46:22
2023-07-26 04:45:42,675 semantic_segmentation INFO: Iters: 85380/150000 || Lr: 0.009373 || Task Loss: 0.4739 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:24 || Estimated Time: 1 day, 7:46:03
2023-07-26 04:45:59,132 semantic_segmentation INFO: Iters: 85390/150000 || Lr: 0.009372 || Task Loss: 0.8464 || KD Loss: 0.2699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:41 || Estimated Time: 1 day, 7:45:45
2023-07-26 04:46:15,710 semantic_segmentation INFO: Iters: 85400/150000 || Lr: 0.009371 || Task Loss: 0.5881 || KD Loss: 0.2064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:57 || Estimated Time: 1 day, 7:45:26
2023-07-26 04:46:32,083 semantic_segmentation INFO: Iters: 85410/150000 || Lr: 0.009369 || Task Loss: 0.5887 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:14 || Estimated Time: 1 day, 7:45:07
2023-07-26 04:46:48,474 semantic_segmentation INFO: Iters: 85420/150000 || Lr: 0.009368 || Task Loss: 0.6466 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:30 || Estimated Time: 1 day, 7:44:49
2023-07-26 04:47:05,024 semantic_segmentation INFO: Iters: 85430/150000 || Lr: 0.009367 || Task Loss: 0.4366 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:47 || Estimated Time: 1 day, 7:44:30
2023-07-26 04:47:21,574 semantic_segmentation INFO: Iters: 85440/150000 || Lr: 0.009365 || Task Loss: 0.4421 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:03 || Estimated Time: 1 day, 7:44:11
2023-07-26 04:47:38,048 semantic_segmentation INFO: Iters: 85450/150000 || Lr: 0.009364 || Task Loss: 0.4503 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:20 || Estimated Time: 1 day, 7:43:53
2023-07-26 04:47:54,632 semantic_segmentation INFO: Iters: 85460/150000 || Lr: 0.009363 || Task Loss: 0.4428 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:36 || Estimated Time: 1 day, 7:43:34
2023-07-26 04:48:11,109 semantic_segmentation INFO: Iters: 85470/150000 || Lr: 0.009361 || Task Loss: 0.5780 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:53 || Estimated Time: 1 day, 7:43:16
2023-07-26 04:48:27,666 semantic_segmentation INFO: Iters: 85480/150000 || Lr: 0.009360 || Task Loss: 0.6348 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:09 || Estimated Time: 1 day, 7:42:57
2023-07-26 04:48:44,220 semantic_segmentation INFO: Iters: 85490/150000 || Lr: 0.009359 || Task Loss: 0.3940 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:26 || Estimated Time: 1 day, 7:42:39
2023-07-26 04:49:00,783 semantic_segmentation INFO: Iters: 85500/150000 || Lr: 0.009357 || Task Loss: 0.5014 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:43 || Estimated Time: 1 day, 7:42:20
2023-07-26 04:49:17,350 semantic_segmentation INFO: Iters: 85510/150000 || Lr: 0.009356 || Task Loss: 0.5494 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:59 || Estimated Time: 1 day, 7:42:01
2023-07-26 04:49:33,831 semantic_segmentation INFO: Iters: 85520/150000 || Lr: 0.009355 || Task Loss: 0.3872 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:16 || Estimated Time: 1 day, 7:41:43
2023-07-26 04:49:50,453 semantic_segmentation INFO: Iters: 85530/150000 || Lr: 0.009354 || Task Loss: 0.3326 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:32 || Estimated Time: 1 day, 7:41:24
2023-07-26 04:50:06,975 semantic_segmentation INFO: Iters: 85540/150000 || Lr: 0.009352 || Task Loss: 0.4956 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:49 || Estimated Time: 1 day, 7:41:06
2023-07-26 04:50:23,530 semantic_segmentation INFO: Iters: 85550/150000 || Lr: 0.009351 || Task Loss: 0.4806 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:05 || Estimated Time: 1 day, 7:40:47
2023-07-26 04:50:40,087 semantic_segmentation INFO: Iters: 85560/150000 || Lr: 0.009350 || Task Loss: 0.4353 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:22 || Estimated Time: 1 day, 7:40:29
2023-07-26 04:50:56,511 semantic_segmentation INFO: Iters: 85570/150000 || Lr: 0.009348 || Task Loss: 0.3725 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:38 || Estimated Time: 1 day, 7:40:10
2023-07-26 04:51:13,051 semantic_segmentation INFO: Iters: 85580/150000 || Lr: 0.009347 || Task Loss: 0.5497 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:55 || Estimated Time: 1 day, 7:39:51
2023-07-26 04:51:29,653 semantic_segmentation INFO: Iters: 85590/150000 || Lr: 0.009346 || Task Loss: 0.3581 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:11 || Estimated Time: 1 day, 7:39:33
2023-07-26 04:51:46,215 semantic_segmentation INFO: Iters: 85600/150000 || Lr: 0.009344 || Task Loss: 0.3650 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:28 || Estimated Time: 1 day, 7:39:14
2023-07-26 04:51:46,338 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:51:46,740 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.087
2023-07-26 04:51:46,767 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.128
2023-07-26 04:51:46,779 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.146
2023-07-26 04:51:46,792 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.147
2023-07-26 04:51:46,805 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.219
2023-07-26 04:51:46,817 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.900, mIoU: 0.219
2023-07-26 04:51:46,830 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.896, mIoU: 0.249
2023-07-26 04:51:46,844 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.908, mIoU: 0.254
2023-07-26 04:51:46,856 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.896, mIoU: 0.250
2023-07-26 04:51:46,869 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.897, mIoU: 0.292
2023-07-26 04:51:46,883 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.884, mIoU: 0.294
2023-07-26 04:51:46,897 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.894, mIoU: 0.339
2023-07-26 04:51:46,909 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.889, mIoU: 0.330
2023-07-26 04:51:46,922 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.317
2023-07-26 04:51:46,936 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.312
2023-07-26 04:51:46,949 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.309
2023-07-26 04:51:46,959 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.306
2023-07-26 04:51:46,971 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.889, mIoU: 0.300
2023-07-26 04:51:46,985 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.300
2023-07-26 04:51:47,001 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.892, mIoU: 0.344
2023-07-26 04:51:47,015 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.886, mIoU: 0.337
2023-07-26 04:51:47,030 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.887, mIoU: 0.347
2023-07-26 04:51:47,044 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.884, mIoU: 0.366
2023-07-26 04:51:47,059 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.887, mIoU: 0.389
2023-07-26 04:51:47,074 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.889, mIoU: 0.396
2023-07-26 04:51:47,087 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.887, mIoU: 0.401
2023-07-26 04:51:47,102 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.889, mIoU: 0.403
2023-07-26 04:51:47,112 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.403
2023-07-26 04:51:47,127 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.888, mIoU: 0.393
2023-07-26 04:51:47,142 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.892, mIoU: 0.393
2023-07-26 04:51:47,156 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.407
2023-07-26 04:51:47,171 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-26 04:51:47,187 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.900, mIoU: 0.417
2023-07-26 04:51:47,202 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.415
2023-07-26 04:51:47,217 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.899, mIoU: 0.428
2023-07-26 04:51:47,231 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.429
2023-07-26 04:51:47,245 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.902, mIoU: 0.429
2023-07-26 04:51:47,257 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.457
2023-07-26 04:51:47,273 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.461
2023-07-26 04:51:47,286 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.460
2023-07-26 04:51:47,300 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.485
2023-07-26 04:51:47,314 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.909, mIoU: 0.485
2023-07-26 04:51:47,329 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.485
2023-07-26 04:51:47,342 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.485
2023-07-26 04:51:47,357 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.906, mIoU: 0.494
2023-07-26 04:51:47,372 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.907, mIoU: 0.499
2023-07-26 04:51:47,386 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.909, mIoU: 0.506
2023-07-26 04:51:47,398 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.507
2023-07-26 04:51:47,413 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-26 04:51:47,429 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.501
2023-07-26 04:51:47,445 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.905, mIoU: 0.493
2023-07-26 04:51:47,460 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.907, mIoU: 0.493
2023-07-26 04:51:47,473 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.908, mIoU: 0.492
2023-07-26 04:51:47,488 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.908, mIoU: 0.492
2023-07-26 04:51:47,503 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.909, mIoU: 0.497
2023-07-26 04:51:47,516 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.492
2023-07-26 04:51:47,531 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.491
2023-07-26 04:51:47,548 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.909, mIoU: 0.490
2023-07-26 04:51:47,561 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.910, mIoU: 0.492
2023-07-26 04:51:47,576 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.904, mIoU: 0.531
2023-07-26 04:51:47,590 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.904, mIoU: 0.532
2023-07-26 04:51:47,605 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.905, mIoU: 0.531
2023-07-26 04:51:47,618 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.530
2023-07-26 04:51:47,635 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.512
2023-07-26 04:51:47,648 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.523
2023-07-26 04:51:47,664 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.522
2023-07-26 04:51:47,679 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.523
2023-07-26 04:51:47,692 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.568
2023-07-26 04:51:47,707 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.569
2023-07-26 04:51:47,722 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-26 04:51:47,737 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 04:51:47,750 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-26 04:51:47,765 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 04:51:47,780 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.900, mIoU: 0.571
2023-07-26 04:51:47,794 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 04:51:47,809 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-26 04:51:47,824 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-26 04:51:47,833 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:51:47,848 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 04:51:47,864 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 04:51:47,877 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 04:51:47,892 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 04:51:47,906 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 04:51:47,921 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:51:47,936 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-26 04:51:47,951 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-26 04:51:47,966 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 04:51:47,980 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-26 04:51:47,995 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:51:48,009 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-26 04:51:48,024 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-26 04:51:48,039 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-26 04:51:48,054 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-26 04:51:48,070 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-26 04:51:48,085 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:51:48,099 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-26 04:51:48,112 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 04:51:48,125 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:51:48,140 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:48,153 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:48,168 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:51:48,182 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 04:51:48,195 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-26 04:51:48,209 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 04:51:48,224 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-26 04:51:48,236 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 04:51:48,250 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 04:51:48,266 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 04:51:48,278 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-26 04:51:48,291 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-26 04:51:48,304 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-26 04:51:48,317 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-26 04:51:48,332 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-26 04:51:48,346 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-26 04:51:48,361 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-26 04:51:48,374 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-26 04:51:48,387 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-26 04:51:48,402 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-26 04:51:48,416 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-26 04:51:48,430 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.894, mIoU: 0.539
2023-07-26 04:51:48,445 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-26 04:51:48,459 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-26 04:51:48,472 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-26 04:51:48,487 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-26 04:51:48,502 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.892, mIoU: 0.534
2023-07-26 04:51:48,510 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.892, mIoU: 0.533
2023-07-26 04:51:48,522 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.892, mIoU: 0.532
2023-07-26 04:51:48,538 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-26 04:51:48,546 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.888, mIoU: 0.525
2023-07-26 04:51:48,559 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.889, mIoU: 0.529
2023-07-26 04:51:48,574 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.890, mIoU: 0.529
2023-07-26 04:51:48,597 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-26 04:51:48,610 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-26 04:51:48,625 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.891, mIoU: 0.530
2023-07-26 04:51:48,638 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.892, mIoU: 0.532
2023-07-26 04:51:48,650 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.892, mIoU: 0.532
2023-07-26 04:51:48,665 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-26 04:51:48,678 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-26 04:51:48,692 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-26 04:51:48,705 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.891, mIoU: 0.530
2023-07-26 04:51:48,719 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.892, mIoU: 0.533
2023-07-26 04:51:48,734 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.892, mIoU: 0.532
2023-07-26 04:51:48,748 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-26 04:51:48,763 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-26 04:51:48,779 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.893, mIoU: 0.539
2023-07-26 04:51:48,793 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-26 04:51:48,808 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-26 04:51:48,823 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-26 04:51:48,833 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-26 04:51:48,849 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-26 04:51:48,864 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 04:51:48,877 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-26 04:51:48,892 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.893, mIoU: 0.554
2023-07-26 04:51:48,905 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-26 04:51:48,918 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-26 04:51:48,934 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-26 04:51:48,949 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-26 04:51:48,965 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-26 04:51:48,980 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-26 04:51:48,995 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 04:51:49,009 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 04:51:49,024 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 04:51:49,036 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 04:51:49,051 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 04:51:49,063 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 04:51:49,075 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-26 04:51:49,088 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.892, mIoU: 0.547
2023-07-26 04:51:49,101 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-26 04:51:49,115 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-26 04:51:49,130 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-26 04:51:49,144 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-26 04:51:49,157 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-26 04:51:49,172 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-26 04:51:49,186 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-26 04:51:49,201 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-26 04:51:49,216 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-26 04:51:49,229 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-26 04:51:49,242 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-26 04:51:49,257 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.891, mIoU: 0.537
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2023-07-26 04:51:52,069 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.879, mIoU: 0.514
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2023-07-26 04:51:52,114 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.880, mIoU: 0.514
2023-07-26 04:51:52,129 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.880, mIoU: 0.514
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2023-07-26 04:51:52,157 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-26 04:51:52,171 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-26 04:51:52,186 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-26 04:51:52,201 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-26 04:51:52,215 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-26 04:51:52,230 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-26 04:51:52,244 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-26 04:51:52,259 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:52,270 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:52,285 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:52,298 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:52,313 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:52,328 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:52,343 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,356 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,368 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-26 04:51:52,385 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,398 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,412 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,427 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,442 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,456 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,469 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,484 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,498 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-26 04:51:52,513 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-26 04:51:52,525 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,539 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,552 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.882, mIoU: 0.514
2023-07-26 04:51:52,564 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.881, mIoU: 0.514
2023-07-26 04:51:52,576 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,590 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.882, mIoU: 0.515
2023-07-26 04:51:52,605 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-26 04:51:52,619 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-26 04:51:52,634 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-26 04:51:52,646 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-26 04:51:52,661 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.883, mIoU: 0.517
2023-07-26 04:51:52,676 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-26 04:51:52,691 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:52,704 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.882, mIoU: 0.517
2023-07-26 04:51:52,720 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-26 04:51:52,732 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-26 04:51:52,749 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-26 04:51:52,762 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-26 04:51:52,776 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-26 04:51:52,791 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,804 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,819 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-26 04:51:52,834 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,847 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,861 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,877 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:52,890 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.883, mIoU: 0.522
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2023-07-26 04:51:52,921 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-26 04:51:52,935 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-26 04:51:52,951 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-26 04:51:52,965 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-26 04:51:52,980 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-26 04:51:52,993 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:53,008 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:53,021 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.883, mIoU: 0.522
2023-07-26 04:51:53,034 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-26 04:51:53,050 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-26 04:51:53,065 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-26 04:51:53,080 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.881, mIoU: 0.518
2023-07-26 04:51:53,095 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:53,108 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.880, mIoU: 0.516
2023-07-26 04:51:53,122 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:53,135 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:53,147 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:53,160 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.880, mIoU: 0.515
2023-07-26 04:51:53,175 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.881, mIoU: 0.515
2023-07-26 04:51:53,189 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:53,204 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:53,220 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:53,235 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.881, mIoU: 0.517
2023-07-26 04:51:53,250 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.881, mIoU: 0.516
2023-07-26 04:51:53,260 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.881, mIoU: 0.516
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2023-07-26 04:51:53,310 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.882, mIoU: 0.518
2023-07-26 04:51:53,322 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.882, mIoU: 0.519
2023-07-26 04:51:53,336 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.882, mIoU: 0.520
2023-07-26 04:51:53,351 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-26 04:51:53,365 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-26 04:51:53,380 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.882, mIoU: 0.521
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2023-07-26 04:51:53,406 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.882, mIoU: 0.521
2023-07-26 04:51:53,420 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.883, mIoU: 0.523
2023-07-26 04:51:53,434 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-26 04:51:53,446 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-26 04:51:53,461 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-26 04:51:53,473 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-26 04:51:53,487 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-26 04:51:53,500 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.883, mIoU: 0.525
2023-07-26 04:51:53,515 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-26 04:51:53,530 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-26 04:51:53,544 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-26 04:51:53,554 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-26 04:51:53,567 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-26 04:51:53,582 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-26 04:51:53,596 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.885, mIoU: 0.529
2023-07-26 04:51:53,609 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-26 04:51:53,621 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.885, mIoU: 0.530
2023-07-26 04:51:53,634 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-26 04:51:53,649 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-26 04:51:53,665 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.885, mIoU: 0.531
2023-07-26 04:51:53,679 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-26 04:51:53,688 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-26 04:51:53,704 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.886, mIoU: 0.532
2023-07-26 04:51:53,718 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-26 04:51:53,731 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-26 04:51:53,746 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.886, mIoU: 0.533
2023-07-26 04:51:53,761 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.886, mIoU: 0.534
2023-07-26 04:51:53,774 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.887, mIoU: 0.534
2023-07-26 04:51:53,789 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.887, mIoU: 0.535
2023-07-26 04:51:53,802 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.887, mIoU: 0.535
2023-07-26 04:51:53,817 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-26 04:51:53,832 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-26 04:51:53,847 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-26 04:51:53,862 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-26 04:51:53,876 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.886, mIoU: 0.539
2023-07-26 04:51:53,888 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-26 04:51:53,903 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-26 04:51:53,917 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-26 04:51:53,931 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-26 04:51:53,945 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-26 04:51:53,961 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-26 04:51:53,976 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-26 04:51:53,990 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-26 04:51:54,003 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-26 04:51:54,017 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-26 04:51:54,032 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.544
2023-07-26 04:51:54,046 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.887, mIoU: 0.543
2023-07-26 04:51:54,061 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-26 04:51:54,075 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.887, mIoU: 0.548
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2023-07-26 04:51:54,103 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-26 04:51:54,117 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-26 04:51:54,130 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-26 04:51:54,144 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-26 04:51:54,156 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-26 04:51:54,170 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-26 04:51:54,183 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-26 04:51:54,194 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.554
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2023-07-26 04:51:54,220 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-26 04:51:54,235 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-26 04:51:54,249 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-26 04:51:54,263 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-26 04:51:54,272 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-26 04:51:54,286 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-26 04:51:54,301 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-26 04:51:54,316 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-26 04:51:54,331 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,346 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-26 04:51:54,359 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,372 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 04:51:54,401 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,415 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,428 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,440 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 04:51:54,455 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.889, mIoU: 0.558
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2023-07-26 04:51:54,483 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.890, mIoU: 0.558
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2023-07-26 04:51:54,526 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,541 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,554 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,570 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:54,584 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.889, mIoU: 0.558
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2023-07-26 04:51:54,700 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:54,716 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:54,726 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:54,741 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,756 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 04:51:54,783 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.557
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2023-07-26 04:51:54,811 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,825 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:54,840 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:54,852 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:54,864 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,877 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,892 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-26 04:51:54,906 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,922 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,936 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,951 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:54,963 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 04:51:54,978 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-26 04:51:54,994 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,006 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,021 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,036 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,050 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:55,064 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 04:51:55,079 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,090 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,105 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,119 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,133 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,148 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,162 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,174 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,188 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,203 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,217 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,230 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:51:55,244 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:51:55,258 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:51:55,273 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:51:55,287 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:51:55,302 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:51:55,316 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:51:55,331 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:51:55,346 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:51:55,360 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:51:55,373 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:51:55,388 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,404 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,419 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,431 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-26 04:51:55,447 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,460 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,475 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 04:51:55,490 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,506 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,521 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,536 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.890, mIoU: 0.557
2023-07-26 04:51:55,550 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-26 04:51:55,564 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-26 04:51:55,577 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-26 04:51:55,591 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-26 04:51:55,605 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-26 04:51:55,622 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-26 04:51:55,637 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-26 04:51:55,651 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-26 04:51:55,660 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-26 04:51:55,673 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 04:51:55,687 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 04:51:55,699 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 04:51:55,713 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 04:51:55,725 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-26 04:51:55,738 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-26 04:51:55,752 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:51:55,768 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:51:55,782 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:51:55,797 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,809 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,823 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:51:55,835 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:51:55,849 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,863 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,878 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,892 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,906 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,920 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,933 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,948 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-26 04:51:55,962 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 04:51:55,975 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 04:51:55,988 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-26 04:51:56,002 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,018 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,033 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,046 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,061 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,076 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,091 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,104 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-26 04:51:56,117 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-26 04:51:56,124 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-26 04:51:56,139 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-26 04:51:56,154 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,169 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,184 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,198 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,212 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-26 04:51:56,228 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,242 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,254 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,268 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-26 04:51:56,281 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:51:56,296 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:51:56,310 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:51:56,322 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:51:56,334 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:51:56,347 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-26 04:51:56,360 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-26 04:51:56,373 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 04:51:56,387 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-26 04:51:56,400 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 04:51:56,414 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,430 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,441 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,455 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,468 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,480 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-26 04:51:56,494 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-26 04:51:56,509 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-26 04:51:56,524 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,538 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,553 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,567 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,580 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,594 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,609 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,625 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,640 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,655 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:56,670 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:56,682 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,694 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,707 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-26 04:51:56,721 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-26 04:51:56,737 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,749 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,762 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,777 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,792 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,807 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,822 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,837 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,850 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:56,864 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:56,877 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,891 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,906 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,920 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,936 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,949 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,964 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,980 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:56,992 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,005 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,020 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:57,035 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,049 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,064 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,075 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:57,088 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:57,101 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:57,114 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:57,128 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:57,144 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 04:51:57,157 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,172 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,185 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,200 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,215 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,228 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,241 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,256 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,271 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,284 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,299 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,314 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:51:57,327 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:51:57,340 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:51:57,355 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,371 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,387 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,399 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,413 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,425 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,440 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,453 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,465 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,479 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,493 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,506 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,520 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,535 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,549 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,564 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,577 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:57,589 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,604 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,618 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,630 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,644 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,659 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,673 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,686 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,701 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,716 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,731 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,747 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,760 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,773 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,787 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,802 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,817 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:57,832 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:57,844 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:57,857 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-26 04:51:57,868 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,884 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,899 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:57,913 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,926 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,938 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,951 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 04:51:57,966 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:57,980 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:51:57,993 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 04:51:58,008 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:51:58,021 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 04:51:58,036 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:58,049 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:58,064 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-26 04:51:58,077 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:58,091 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:58,106 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 04:51:58,119 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,134 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,148 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,163 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,177 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,192 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,206 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-26 04:51:58,221 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,235 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,249 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,264 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,277 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,290 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,302 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,318 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-26 04:51:58,331 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,347 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,361 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,372 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,386 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,402 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,417 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,430 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,445 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,460 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,473 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,488 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,503 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 04:51:58,518 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-26 04:51:58,531 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,543 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,559 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,574 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,589 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,603 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,617 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,631 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,645 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,659 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,672 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,686 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,698 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,712 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,726 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-26 04:51:58,738 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-26 04:51:58,753 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-26 04:51:58,765 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-26 04:51:58,779 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,793 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,807 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,821 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,836 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,850 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 04:51:58,864 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,880 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,894 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,910 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,925 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,935 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,949 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,962 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,976 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:58,991 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,006 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,019 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,033 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,048 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,062 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,077 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,092 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,105 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,120 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,134 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,148 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,161 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,175 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,190 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,204 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,217 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,232 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,246 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,259 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-26 04:51:59,273 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,288 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,301 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,315 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,328 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,342 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,357 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:51:59,372 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:51:59,387 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:51:59,402 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:51:59,416 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:51:59,429 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:51:59,441 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:51:59,455 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,468 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,480 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,495 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,509 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,524 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,538 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 04:51:59,551 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 04:51:59,563 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 04:51:59,578 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:51:59,593 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,605 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,619 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,632 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,647 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,660 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,676 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,691 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,706 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:51:59,715 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,730 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,746 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,759 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,773 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,788 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,803 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,816 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,831 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,846 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,861 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:51:59,876 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,890 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:51:59,906 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,922 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,934 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,949 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,963 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,977 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:51:59,989 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:00,004 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:00,018 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:00,033 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:00,040 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:00,053 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:52:00,065 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:52:00,078 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:52:00,089 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 04:52:00,104 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:52:00,118 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:52:00,133 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 04:52:00,145 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,157 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,172 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,182 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,198 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,211 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:52:00,225 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:52:00,240 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,255 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,269 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 04:52:00,281 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,293 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,308 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,322 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,337 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,351 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,364 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,374 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,386 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,398 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,409 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,423 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,436 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:52:00,450 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:52:00,465 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,481 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,494 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 04:52:00,510 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 04:52:00,524 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,539 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,554 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,568 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,582 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,597 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,612 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,625 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,638 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,653 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,665 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,681 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,694 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 04:52:00,708 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,723 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,740 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,756 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,769 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,784 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,798 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,813 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,828 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,841 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,854 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 04:52:00,868 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 04:52:00,883 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 04:52:00,897 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 04:52:00,912 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 04:52:00,926 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 04:52:00,941 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 04:52:00,956 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,970 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,983 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:00,997 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:01,007 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:01,020 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:01,034 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 04:52:01,046 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 04:52:01,060 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 04:52:01,075 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 04:52:01,089 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:01,105 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:01,120 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:01,134 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,149 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,161 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,176 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,189 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,203 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,218 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,230 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,245 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,257 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,272 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,286 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,301 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,315 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,330 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,342 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,355 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,369 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,382 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,395 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,410 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 04:52:01,425 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,439 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,452 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 04:52:01,464 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,479 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,494 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,510 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,523 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,536 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,550 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 04:52:01,565 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 04:52:01,580 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,595 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,610 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,624 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,638 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,653 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 04:52:01,668 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:01,683 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,697 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,711 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,724 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,739 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,754 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 04:52:01,769 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,782 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 04:52:01,796 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,811 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,826 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,839 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,853 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,868 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,881 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,896 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,911 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,926 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,939 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,954 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,970 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:01,982 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:01,997 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,010 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,019 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,034 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,049 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,061 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,077 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,091 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,104 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,117 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,131 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,146 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 04:52:02,160 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,177 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,191 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,207 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,221 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,234 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 04:52:02,248 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,263 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,277 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,289 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,302 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,317 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,331 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,346 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,360 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,373 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,387 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 04:52:02,401 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,414 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,429 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,444 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,458 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 04:52:02,472 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 04:52:02,485 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,500 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,514 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,529 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,543 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,556 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,571 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,583 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,596 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,608 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,622 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,637 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,651 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:02,666 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,676 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,688 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,704 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,720 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,733 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,748 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,764 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,779 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,792 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,806 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,820 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,833 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,847 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,860 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,873 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,887 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,902 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,916 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,931 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:02,943 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,958 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,972 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:02,984 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 04:52:02,999 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,013 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,027 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,042 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:03,054 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:03,066 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,081 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,095 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 04:52:03,109 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,122 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,136 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,153 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,166 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,177 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,191 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,206 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,221 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,235 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,248 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 04:52:03,262 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,276 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,288 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,303 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,317 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,332 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,347 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,362 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,376 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 04:52:03,390 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,405 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,418 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,431 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,447 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 04:52:03,462 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,475 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,489 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,501 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,515 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,530 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,545 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,557 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,572 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,587 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 04:52:03,602 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,612 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,627 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,641 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,652 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,666 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,681 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,695 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,708 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 04:52:03,720 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 04:52:03,735 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 04:52:03,749 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,764 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,777 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,792 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,805 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,818 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 04:52:03,832 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 04:52:03,847 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,862 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 04:52:03,876 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,892 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,905 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,920 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,934 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,949 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:03,963 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-26 04:52:03,976 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:03,989 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:04,004 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:04,019 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:04,034 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-26 04:52:04,046 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,059 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,073 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,087 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,100 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,113 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,127 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,142 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,156 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,170 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,185 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,200 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,212 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,226 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,241 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,253 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,267 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,282 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,296 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,311 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,325 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:04,339 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,353 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,367 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,382 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,397 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,412 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,426 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,441 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,455 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,468 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,481 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,495 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,510 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,523 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,537 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,552 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,567 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,581 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,596 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,610 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,624 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,637 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,650 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,662 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,675 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,688 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,702 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,716 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,729 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:04,742 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,756 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,767 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:04,781 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,796 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,811 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,825 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:52:04,840 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:52:04,852 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,867 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:04,881 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,893 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,908 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,923 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,938 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,951 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,965 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:04,980 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:52:04,995 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,009 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,021 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,036 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,051 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,065 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,079 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,092 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,106 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,121 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,135 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,150 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,164 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,178 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,193 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,204 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,218 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,230 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,243 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-26 04:52:05,259 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,273 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,287 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,298 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,311 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,324 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,338 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,351 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,366 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,380 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,393 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,408 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,424 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,437 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,451 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,466 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,479 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,494 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,505 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,521 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:05,536 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,551 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,566 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,579 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 04:52:05,591 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 04:52:05,604 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 04:52:05,618 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:05,632 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:05,645 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:05,657 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:05,671 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,686 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,700 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,712 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:05,725 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 04:52:05,741 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,755 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,769 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,783 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:05,791 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,805 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,817 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,829 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,842 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,857 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,870 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,884 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,899 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,912 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,927 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,939 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,952 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,968 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,981 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:05,996 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,010 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,025 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,037 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,051 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,065 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,079 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,091 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,103 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,117 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,131 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,145 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 04:52:06,158 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,172 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,186 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,200 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,212 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,226 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,238 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,252 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,267 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,281 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,296 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,308 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,323 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,337 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,351 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,365 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,380 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,395 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,409 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,422 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,437 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,450 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,464 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,479 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,494 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,509 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.891, mIoU: 0.558
2023-07-26 04:52:06,523 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,537 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,547 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,561 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,574 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,588 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,603 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,617 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,631 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,642 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,651 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,667 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,682 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,696 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,708 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,722 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,737 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,749 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,763 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,777 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,791 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,805 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,817 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,831 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,846 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,860 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,872 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,886 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,901 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-26 04:52:06,915 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,930 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,943 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 04:52:06,956 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,970 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-26 04:52:06,987 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-26 04:52:23,431 semantic_segmentation INFO: Iters: 85610/150000 || Lr: 0.009343 || Task Loss: 0.6085 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:05 || Estimated Time: 1 day, 7:39:11
2023-07-26 04:52:39,900 semantic_segmentation INFO: Iters: 85620/150000 || Lr: 0.009342 || Task Loss: 0.4732 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:22 || Estimated Time: 1 day, 7:38:53
2023-07-26 04:52:56,345 semantic_segmentation INFO: Iters: 85630/150000 || Lr: 0.009340 || Task Loss: 0.4041 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:38 || Estimated Time: 1 day, 7:38:34
2023-07-26 04:53:12,900 semantic_segmentation INFO: Iters: 85640/150000 || Lr: 0.009339 || Task Loss: 0.5192 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:55 || Estimated Time: 1 day, 7:38:16
2023-07-26 04:53:29,439 semantic_segmentation INFO: Iters: 85650/150000 || Lr: 0.009338 || Task Loss: 0.3407 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:11 || Estimated Time: 1 day, 7:37:57
2023-07-26 04:53:46,044 semantic_segmentation INFO: Iters: 85660/150000 || Lr: 0.009337 || Task Loss: 0.3814 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:28 || Estimated Time: 1 day, 7:37:38
2023-07-26 04:54:02,449 semantic_segmentation INFO: Iters: 85670/150000 || Lr: 0.009335 || Task Loss: 0.4527 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:44 || Estimated Time: 1 day, 7:37:20
2023-07-26 04:54:19,032 semantic_segmentation INFO: Iters: 85680/150000 || Lr: 0.009334 || Task Loss: 0.5527 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:01 || Estimated Time: 1 day, 7:37:01
2023-07-26 04:54:35,631 semantic_segmentation INFO: Iters: 85690/150000 || Lr: 0.009333 || Task Loss: 0.4207 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:17 || Estimated Time: 1 day, 7:36:43
2023-07-26 04:54:52,002 semantic_segmentation INFO: Iters: 85700/150000 || Lr: 0.009331 || Task Loss: 0.4246 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:34 || Estimated Time: 1 day, 7:36:24
2023-07-26 04:55:08,595 semantic_segmentation INFO: Iters: 85710/150000 || Lr: 0.009330 || Task Loss: 0.3554 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:50 || Estimated Time: 1 day, 7:36:06
2023-07-26 04:55:25,172 semantic_segmentation INFO: Iters: 85720/150000 || Lr: 0.009329 || Task Loss: 0.4726 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:07 || Estimated Time: 1 day, 7:35:47
2023-07-26 04:55:41,768 semantic_segmentation INFO: Iters: 85730/150000 || Lr: 0.009327 || Task Loss: 0.5530 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:24 || Estimated Time: 1 day, 7:35:28
2023-07-26 04:55:58,315 semantic_segmentation INFO: Iters: 85740/150000 || Lr: 0.009326 || Task Loss: 0.5019 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:40 || Estimated Time: 1 day, 7:35:10
2023-07-26 04:56:14,943 semantic_segmentation INFO: Iters: 85750/150000 || Lr: 0.009325 || Task Loss: 0.4709 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:57 || Estimated Time: 1 day, 7:34:51
2023-07-26 04:56:31,386 semantic_segmentation INFO: Iters: 85760/150000 || Lr: 0.009323 || Task Loss: 0.4906 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:13 || Estimated Time: 1 day, 7:34:33
2023-07-26 04:56:47,923 semantic_segmentation INFO: Iters: 85770/150000 || Lr: 0.009322 || Task Loss: 0.4124 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:30 || Estimated Time: 1 day, 7:34:14
2023-07-26 04:57:04,508 semantic_segmentation INFO: Iters: 85780/150000 || Lr: 0.009321 || Task Loss: 0.5488 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:46 || Estimated Time: 1 day, 7:33:56
2023-07-26 04:57:21,088 semantic_segmentation INFO: Iters: 85790/150000 || Lr: 0.009320 || Task Loss: 0.4748 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:03 || Estimated Time: 1 day, 7:33:37
2023-07-26 04:57:37,699 semantic_segmentation INFO: Iters: 85800/150000 || Lr: 0.009318 || Task Loss: 0.5498 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:19 || Estimated Time: 1 day, 7:33:19
2023-07-26 04:57:54,260 semantic_segmentation INFO: Iters: 85810/150000 || Lr: 0.009317 || Task Loss: 0.4880 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:36 || Estimated Time: 1 day, 7:33:00
2023-07-26 04:58:11,250 semantic_segmentation INFO: Iters: 85820/150000 || Lr: 0.009316 || Task Loss: 0.7535 || KD Loss: 0.3030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:53 || Estimated Time: 1 day, 7:32:42
2023-07-26 04:58:27,653 semantic_segmentation INFO: Iters: 85830/150000 || Lr: 0.009314 || Task Loss: 0.3593 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:09 || Estimated Time: 1 day, 7:32:23
2023-07-26 04:58:44,235 semantic_segmentation INFO: Iters: 85840/150000 || Lr: 0.009313 || Task Loss: 0.5930 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:26 || Estimated Time: 1 day, 7:32:05
2023-07-26 04:59:00,806 semantic_segmentation INFO: Iters: 85850/150000 || Lr: 0.009312 || Task Loss: 0.3923 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:43 || Estimated Time: 1 day, 7:31:46
2023-07-26 04:59:17,407 semantic_segmentation INFO: Iters: 85860/150000 || Lr: 0.009310 || Task Loss: 0.5880 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:59 || Estimated Time: 1 day, 7:31:28
2023-07-26 04:59:33,817 semantic_segmentation INFO: Iters: 85870/150000 || Lr: 0.009309 || Task Loss: 0.3501 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:16 || Estimated Time: 1 day, 7:31:09
2023-07-26 04:59:50,407 semantic_segmentation INFO: Iters: 85880/150000 || Lr: 0.009308 || Task Loss: 0.5325 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:32 || Estimated Time: 1 day, 7:30:51
2023-07-26 05:00:06,776 semantic_segmentation INFO: Iters: 85890/150000 || Lr: 0.009307 || Task Loss: 0.5286 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:49 || Estimated Time: 1 day, 7:30:32
2023-07-26 05:00:23,354 semantic_segmentation INFO: Iters: 85900/150000 || Lr: 0.009305 || Task Loss: 0.4836 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:05 || Estimated Time: 1 day, 7:30:13
2023-07-26 05:00:39,757 semantic_segmentation INFO: Iters: 85910/150000 || Lr: 0.009304 || Task Loss: 0.5095 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:22 || Estimated Time: 1 day, 7:29:55
2023-07-26 05:00:56,302 semantic_segmentation INFO: Iters: 85920/150000 || Lr: 0.009303 || Task Loss: 0.5104 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:38 || Estimated Time: 1 day, 7:29:36
2023-07-26 05:01:12,822 semantic_segmentation INFO: Iters: 85930/150000 || Lr: 0.009301 || Task Loss: 0.5202 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:55 || Estimated Time: 1 day, 7:29:18
2023-07-26 05:01:29,314 semantic_segmentation INFO: Iters: 85940/150000 || Lr: 0.009300 || Task Loss: 0.4453 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:11 || Estimated Time: 1 day, 7:28:59
2023-07-26 05:01:45,696 semantic_segmentation INFO: Iters: 85950/150000 || Lr: 0.009299 || Task Loss: 0.3850 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:27 || Estimated Time: 1 day, 7:28:40
2023-07-26 05:02:02,082 semantic_segmentation INFO: Iters: 85960/150000 || Lr: 0.009297 || Task Loss: 0.5094 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:44 || Estimated Time: 1 day, 7:28:22
2023-07-26 05:02:18,651 semantic_segmentation INFO: Iters: 85970/150000 || Lr: 0.009296 || Task Loss: 0.3938 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:00 || Estimated Time: 1 day, 7:28:03
2023-07-26 05:02:35,057 semantic_segmentation INFO: Iters: 85980/150000 || Lr: 0.009295 || Task Loss: 0.6458 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:17 || Estimated Time: 1 day, 7:27:44
2023-07-26 05:02:51,626 semantic_segmentation INFO: Iters: 85990/150000 || Lr: 0.009293 || Task Loss: 0.5169 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:33 || Estimated Time: 1 day, 7:27:26
2023-07-26 05:03:08,026 semantic_segmentation INFO: Iters: 86000/150000 || Lr: 0.009292 || Task Loss: 0.4409 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:50 || Estimated Time: 1 day, 7:27:07
2023-07-26 05:03:24,585 semantic_segmentation INFO: Iters: 86010/150000 || Lr: 0.009291 || Task Loss: 0.4516 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:06 || Estimated Time: 1 day, 7:26:49
2023-07-26 05:03:41,096 semantic_segmentation INFO: Iters: 86020/150000 || Lr: 0.009290 || Task Loss: 0.3769 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:23 || Estimated Time: 1 day, 7:26:30
2023-07-26 05:03:57,640 semantic_segmentation INFO: Iters: 86030/150000 || Lr: 0.009288 || Task Loss: 0.3986 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:39 || Estimated Time: 1 day, 7:26:12
2023-07-26 05:04:14,172 semantic_segmentation INFO: Iters: 86040/150000 || Lr: 0.009287 || Task Loss: 0.6057 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:56 || Estimated Time: 1 day, 7:25:53
2023-07-26 05:04:30,744 semantic_segmentation INFO: Iters: 86050/150000 || Lr: 0.009286 || Task Loss: 0.6544 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:17:13 || Estimated Time: 1 day, 7:25:35
2023-07-26 05:04:47,297 semantic_segmentation INFO: Iters: 86060/150000 || Lr: 0.009284 || Task Loss: 0.5693 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:17:29 || Estimated Time: 1 day, 7:25:16
2023-07-26 05:05:03,731 semantic_segmentation INFO: Iters: 86070/150000 || Lr: 0.009283 || Task Loss: 0.5173 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:17:46 || Estimated Time: 1 day, 7:24:57
2023-07-26 05:05:20,211 semantic_segmentation INFO: Iters: 86080/150000 || Lr: 0.009282 || Task Loss: 0.4701 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:02 || Estimated Time: 1 day, 7:24:39
2023-07-26 05:05:36,714 semantic_segmentation INFO: Iters: 86090/150000 || Lr: 0.009280 || Task Loss: 0.5172 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:18 || Estimated Time: 1 day, 7:24:20
2023-07-26 05:05:53,392 semantic_segmentation INFO: Iters: 86100/150000 || Lr: 0.009279 || Task Loss: 0.6079 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:35 || Estimated Time: 1 day, 7:24:02
2023-07-26 05:06:09,890 semantic_segmentation INFO: Iters: 86110/150000 || Lr: 0.009278 || Task Loss: 0.4963 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:52 || Estimated Time: 1 day, 7:23:43
2023-07-26 05:06:26,459 semantic_segmentation INFO: Iters: 86120/150000 || Lr: 0.009276 || Task Loss: 0.3016 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:08 || Estimated Time: 1 day, 7:23:25
2023-07-26 05:06:42,864 semantic_segmentation INFO: Iters: 86130/150000 || Lr: 0.009275 || Task Loss: 0.5805 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:25 || Estimated Time: 1 day, 7:23:06
2023-07-26 05:06:59,455 semantic_segmentation INFO: Iters: 86140/150000 || Lr: 0.009274 || Task Loss: 0.5343 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:41 || Estimated Time: 1 day, 7:22:47
2023-07-26 05:07:15,831 semantic_segmentation INFO: Iters: 86150/150000 || Lr: 0.009273 || Task Loss: 0.6662 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:58 || Estimated Time: 1 day, 7:22:29
2023-07-26 05:07:32,423 semantic_segmentation INFO: Iters: 86160/150000 || Lr: 0.009271 || Task Loss: 0.4081 || KD Loss: 0.1867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:14 || Estimated Time: 1 day, 7:22:10
2023-07-26 05:07:48,983 semantic_segmentation INFO: Iters: 86170/150000 || Lr: 0.009270 || Task Loss: 0.5400 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:31 || Estimated Time: 1 day, 7:21:52
2023-07-26 05:08:05,395 semantic_segmentation INFO: Iters: 86180/150000 || Lr: 0.009269 || Task Loss: 0.3367 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:47 || Estimated Time: 1 day, 7:21:33
2023-07-26 05:08:21,907 semantic_segmentation INFO: Iters: 86190/150000 || Lr: 0.009267 || Task Loss: 0.6471 || KD Loss: 0.1977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:04 || Estimated Time: 1 day, 7:21:15
2023-07-26 05:08:38,378 semantic_segmentation INFO: Iters: 86200/150000 || Lr: 0.009266 || Task Loss: 0.5830 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:20 || Estimated Time: 1 day, 7:20:56
2023-07-26 05:08:54,942 semantic_segmentation INFO: Iters: 86210/150000 || Lr: 0.009265 || Task Loss: 0.3757 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:37 || Estimated Time: 1 day, 7:20:37
2023-07-26 05:09:11,352 semantic_segmentation INFO: Iters: 86220/150000 || Lr: 0.009263 || Task Loss: 0.4137 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:53 || Estimated Time: 1 day, 7:20:19
2023-07-26 05:09:27,838 semantic_segmentation INFO: Iters: 86230/150000 || Lr: 0.009262 || Task Loss: 0.2947 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:10 || Estimated Time: 1 day, 7:20:00
2023-07-26 05:09:44,322 semantic_segmentation INFO: Iters: 86240/150000 || Lr: 0.009261 || Task Loss: 0.4749 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:26 || Estimated Time: 1 day, 7:19:42
2023-07-26 05:10:00,882 semantic_segmentation INFO: Iters: 86250/150000 || Lr: 0.009259 || Task Loss: 0.4472 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:43 || Estimated Time: 1 day, 7:19:23
2023-07-26 05:10:17,273 semantic_segmentation INFO: Iters: 86260/150000 || Lr: 0.009258 || Task Loss: 0.4297 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:59 || Estimated Time: 1 day, 7:19:05
2023-07-26 05:10:33,861 semantic_segmentation INFO: Iters: 86270/150000 || Lr: 0.009257 || Task Loss: 0.4633 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:16 || Estimated Time: 1 day, 7:18:46
2023-07-26 05:10:50,256 semantic_segmentation INFO: Iters: 86280/150000 || Lr: 0.009256 || Task Loss: 0.5468 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:32 || Estimated Time: 1 day, 7:18:27
2023-07-26 05:11:06,790 semantic_segmentation INFO: Iters: 86290/150000 || Lr: 0.009254 || Task Loss: 0.4066 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:49 || Estimated Time: 1 day, 7:18:09
2023-07-26 05:11:23,233 semantic_segmentation INFO: Iters: 86300/150000 || Lr: 0.009253 || Task Loss: 0.4415 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:05 || Estimated Time: 1 day, 7:17:50
2023-07-26 05:11:39,794 semantic_segmentation INFO: Iters: 86310/150000 || Lr: 0.009252 || Task Loss: 0.4471 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:22 || Estimated Time: 1 day, 7:17:32
2023-07-26 05:11:56,226 semantic_segmentation INFO: Iters: 86320/150000 || Lr: 0.009250 || Task Loss: 0.4861 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:38 || Estimated Time: 1 day, 7:17:13
2023-07-26 05:12:12,788 semantic_segmentation INFO: Iters: 86330/150000 || Lr: 0.009249 || Task Loss: 0.6062 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:55 || Estimated Time: 1 day, 7:16:55
2023-07-26 05:12:29,173 semantic_segmentation INFO: Iters: 86340/150000 || Lr: 0.009248 || Task Loss: 0.4510 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:11 || Estimated Time: 1 day, 7:16:36
2023-07-26 05:12:45,746 semantic_segmentation INFO: Iters: 86350/150000 || Lr: 0.009246 || Task Loss: 0.3500 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:28 || Estimated Time: 1 day, 7:16:17
2023-07-26 05:13:02,276 semantic_segmentation INFO: Iters: 86360/150000 || Lr: 0.009245 || Task Loss: 0.3319 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:44 || Estimated Time: 1 day, 7:15:59
2023-07-26 05:13:18,730 semantic_segmentation INFO: Iters: 86370/150000 || Lr: 0.009244 || Task Loss: 0.5083 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:01 || Estimated Time: 1 day, 7:15:40
2023-07-26 05:13:35,299 semantic_segmentation INFO: Iters: 86380/150000 || Lr: 0.009242 || Task Loss: 0.4138 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:17 || Estimated Time: 1 day, 7:15:22
2023-07-26 05:13:51,783 semantic_segmentation INFO: Iters: 86390/150000 || Lr: 0.009241 || Task Loss: 0.4506 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:34 || Estimated Time: 1 day, 7:15:03
2023-07-26 05:14:08,274 semantic_segmentation INFO: Iters: 86400/150000 || Lr: 0.009240 || Task Loss: 0.4212 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:50 || Estimated Time: 1 day, 7:14:45
2023-07-26 05:14:08,398 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 05:14:08,789 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 05:14:08,801 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.131
2023-07-26 05:14:08,813 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.161
2023-07-26 05:14:08,826 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.161
2023-07-26 05:14:08,839 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.232
2023-07-26 05:14:08,851 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.277
2023-07-26 05:14:08,865 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.310
2023-07-26 05:14:08,878 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.315
2023-07-26 05:14:08,890 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.940, mIoU: 0.335
2023-07-26 05:14:08,903 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.936, mIoU: 0.375
2023-07-26 05:14:08,917 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.378
2023-07-26 05:14:08,931 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.385
2023-07-26 05:14:08,942 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.886, mIoU: 0.355
2023-07-26 05:14:08,956 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.886, mIoU: 0.330
2023-07-26 05:14:08,969 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.324
2023-07-26 05:14:08,982 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.320
2023-07-26 05:14:08,992 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.893, mIoU: 0.318
2023-07-26 05:14:09,005 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.897, mIoU: 0.318
2023-07-26 05:14:09,019 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.898, mIoU: 0.316
2023-07-26 05:14:09,035 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.900, mIoU: 0.361
2023-07-26 05:14:09,049 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.896, mIoU: 0.362
2023-07-26 05:14:09,064 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.897, mIoU: 0.371
2023-07-26 05:14:09,078 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.394
2023-07-26 05:14:09,093 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.896, mIoU: 0.397
2023-07-26 05:14:09,108 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.898, mIoU: 0.404
2023-07-26 05:14:09,121 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.404
2023-07-26 05:14:09,135 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.887, mIoU: 0.402
2023-07-26 05:14:09,145 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.890, mIoU: 0.401
2023-07-26 05:14:09,160 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.886, mIoU: 0.392
2023-07-26 05:14:09,174 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.890, mIoU: 0.392
2023-07-26 05:14:09,188 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.397
2023-07-26 05:14:09,203 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.396
2023-07-26 05:14:09,217 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.400
2023-07-26 05:14:09,231 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.398
2023-07-26 05:14:09,246 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.884, mIoU: 0.411
2023-07-26 05:14:09,260 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.886, mIoU: 0.412
2023-07-26 05:14:09,272 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.888, mIoU: 0.415
2023-07-26 05:14:09,285 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.891, mIoU: 0.438
2023-07-26 05:14:09,300 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.886, mIoU: 0.428
2023-07-26 05:14:09,313 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.887, mIoU: 0.426
2023-07-26 05:14:09,326 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.888, mIoU: 0.453
2023-07-26 05:14:09,340 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.891, mIoU: 0.450
2023-07-26 05:14:09,354 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.451
2023-07-26 05:14:09,367 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.890, mIoU: 0.449
2023-07-26 05:14:09,381 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.889, mIoU: 0.451
2023-07-26 05:14:09,396 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.891, mIoU: 0.456
2023-07-26 05:14:09,409 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.893, mIoU: 0.462
2023-07-26 05:14:09,421 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.894, mIoU: 0.463
2023-07-26 05:14:09,435 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.895, mIoU: 0.465
2023-07-26 05:14:09,451 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.895, mIoU: 0.465
2023-07-26 05:14:09,467 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.894, mIoU: 0.459
2023-07-26 05:14:09,481 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.894, mIoU: 0.457
2023-07-26 05:14:09,494 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.895, mIoU: 0.457
2023-07-26 05:14:09,510 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.457
2023-07-26 05:14:09,524 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-26 05:14:09,537 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.895, mIoU: 0.455
2023-07-26 05:14:09,552 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.894, mIoU: 0.453
2023-07-26 05:14:09,569 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.897, mIoU: 0.454
2023-07-26 05:14:09,583 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.898, mIoU: 0.456
2023-07-26 05:14:09,598 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.896, mIoU: 0.493
2023-07-26 05:14:09,611 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.897, mIoU: 0.499
2023-07-26 05:14:09,627 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.898, mIoU: 0.497
2023-07-26 05:14:09,640 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.899, mIoU: 0.495
2023-07-26 05:14:09,658 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.502
2023-07-26 05:14:09,671 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.516
2023-07-26 05:14:09,686 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.895, mIoU: 0.509
2023-07-26 05:14:09,701 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.896, mIoU: 0.511
2023-07-26 05:14:09,715 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-26 05:14:09,730 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.899, mIoU: 0.555
2023-07-26 05:14:09,745 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-26 05:14:09,760 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 05:14:09,773 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 05:14:09,788 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 05:14:09,803 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 05:14:09,817 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 05:14:09,832 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 05:14:09,846 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-26 05:14:09,857 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-26 05:14:09,872 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-26 05:14:09,888 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 05:14:09,901 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.885, mIoU: 0.554
2023-07-26 05:14:09,916 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.885, mIoU: 0.557
2023-07-26 05:14:09,931 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.884, mIoU: 0.553
2023-07-26 05:14:09,946 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 05:14:09,961 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-26 05:14:09,976 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-26 05:14:09,991 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 05:14:10,006 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-26 05:14:10,022 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.878, mIoU: 0.538
2023-07-26 05:14:10,035 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-26 05:14:10,050 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-26 05:14:10,066 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-26 05:14:10,081 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.879, mIoU: 0.538
2023-07-26 05:14:10,096 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.879, mIoU: 0.556
2023-07-26 05:14:10,111 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.879, mIoU: 0.556
2023-07-26 05:14:10,125 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:10,138 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:10,151 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:10,166 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.875, mIoU: 0.554
2023-07-26 05:14:10,179 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.876, mIoU: 0.559
2023-07-26 05:14:10,194 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.876, mIoU: 0.558
2023-07-26 05:14:10,208 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.877, mIoU: 0.556
2023-07-26 05:14:10,221 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:10,235 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.876, mIoU: 0.552
2023-07-26 05:14:10,250 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-26 05:14:10,262 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.876, mIoU: 0.547
2023-07-26 05:14:10,277 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.876, mIoU: 0.547
2023-07-26 05:14:10,292 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.876, mIoU: 0.547
2023-07-26 05:14:10,305 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.876, mIoU: 0.547
2023-07-26 05:14:10,318 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.876, mIoU: 0.546
2023-07-26 05:14:10,330 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.877, mIoU: 0.551
2023-07-26 05:14:10,343 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.878, mIoU: 0.552
2023-07-26 05:14:10,358 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.879, mIoU: 0.552
2023-07-26 05:14:10,373 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.879, mIoU: 0.553
2023-07-26 05:14:10,387 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:10,400 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:10,413 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.879, mIoU: 0.547
2023-07-26 05:14:10,428 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.879, mIoU: 0.546
2023-07-26 05:14:10,441 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 05:14:10,455 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.878, mIoU: 0.545
2023-07-26 05:14:10,470 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.879, mIoU: 0.545
2023-07-26 05:14:10,483 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 05:14:10,496 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.881, mIoU: 0.544
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2023-07-26 05:14:16,155 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.879, mIoU: 0.552
2023-07-26 05:14:16,170 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.879, mIoU: 0.551
2023-07-26 05:14:16,183 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,198 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.879, mIoU: 0.554
2023-07-26 05:14:16,209 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.878, mIoU: 0.555
2023-07-26 05:14:16,224 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.878, mIoU: 0.555
2023-07-26 05:14:16,237 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:16,249 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,261 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,276 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.879, mIoU: 0.558
2023-07-26 05:14:16,291 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.879, mIoU: 0.558
2023-07-26 05:14:16,305 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.879, mIoU: 0.558
2023-07-26 05:14:16,320 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.879, mIoU: 0.558
2023-07-26 05:14:16,329 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.879, mIoU: 0.558
2023-07-26 05:14:16,343 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.879, mIoU: 0.559
2023-07-26 05:14:16,359 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:16,374 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:16,389 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:16,404 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,417 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,430 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,445 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.878, mIoU: 0.557
2023-07-26 05:14:16,460 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,474 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,487 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.878, mIoU: 0.556
2023-07-26 05:14:16,500 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,515 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,529 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,544 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.879, mIoU: 0.557
2023-07-26 05:14:16,556 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.879, mIoU: 0.554
2023-07-26 05:14:16,571 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.878, mIoU: 0.552
2023-07-26 05:14:16,586 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.878, mIoU: 0.552
2023-07-26 05:14:16,602 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.878, mIoU: 0.552
2023-07-26 05:14:16,615 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.878, mIoU: 0.553
2023-07-26 05:14:16,630 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,645 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,658 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.878, mIoU: 0.555
2023-07-26 05:14:16,672 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,687 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,701 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,716 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,729 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,745 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,760 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:16,776 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,786 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.879, mIoU: 0.554
2023-07-26 05:14:16,801 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.879, mIoU: 0.554
2023-07-26 05:14:16,817 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,829 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,844 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.879, mIoU: 0.556
2023-07-26 05:14:16,858 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,873 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,888 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,902 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:16,916 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,928 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.879, mIoU: 0.555
2023-07-26 05:14:16,941 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:16,956 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:16,971 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:16,987 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:17,001 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:17,016 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:17,029 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.880, mIoU: 0.557
2023-07-26 05:14:17,043 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:17,059 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.880, mIoU: 0.557
2023-07-26 05:14:17,072 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,087 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,102 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,116 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.880, mIoU: 0.556
2023-07-26 05:14:17,131 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.880, mIoU: 0.555
2023-07-26 05:14:17,145 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,157 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,171 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,186 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,201 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,216 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,230 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,242 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,257 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.881, mIoU: 0.556
2023-07-26 05:14:17,271 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,286 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,299 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,314 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,328 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,343 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,357 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,373 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,387 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,402 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,416 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:17,430 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:17,443 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:17,457 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.881, mIoU: 0.558
2023-07-26 05:14:17,472 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,486 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,498 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,513 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,526 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,541 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,555 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,570 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,585 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.881, mIoU: 0.557
2023-07-26 05:14:17,600 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.882, mIoU: 0.557
2023-07-26 05:14:17,615 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,629 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,643 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.882, mIoU: 0.562
2023-07-26 05:14:17,657 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,672 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:17,690 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:17,705 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.881, mIoU: 0.560
2023-07-26 05:14:17,720 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.881, mIoU: 0.560
2023-07-26 05:14:17,730 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.881, mIoU: 0.559
2023-07-26 05:14:17,743 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.881, mIoU: 0.558
2023-07-26 05:14:17,758 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.881, mIoU: 0.558
2023-07-26 05:14:17,771 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.881, mIoU: 0.558
2023-07-26 05:14:17,785 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,798 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,810 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,825 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:17,841 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,855 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:17,870 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:17,883 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,897 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,909 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,923 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,937 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,952 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,966 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:17,981 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:17,996 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:18,009 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:18,023 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.882, mIoU: 0.561
2023-07-26 05:14:18,038 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:18,050 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:18,063 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:18,077 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:18,093 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:18,108 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.882, mIoU: 0.558
2023-07-26 05:14:18,121 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:18,135 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.882, mIoU: 0.559
2023-07-26 05:14:18,150 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:18,165 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:18,178 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.883, mIoU: 0.559
2023-07-26 05:14:18,191 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.883, mIoU: 0.560
2023-07-26 05:14:18,199 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.882, mIoU: 0.560
2023-07-26 05:14:18,213 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.883, mIoU: 0.560
2023-07-26 05:14:18,228 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.883, mIoU: 0.560
2023-07-26 05:14:18,243 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.883, mIoU: 0.561
2023-07-26 05:14:18,259 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.883, mIoU: 0.560
2023-07-26 05:14:18,274 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.883, mIoU: 0.560
2023-07-26 05:14:18,289 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.883, mIoU: 0.561
2023-07-26 05:14:18,304 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.883, mIoU: 0.561
2023-07-26 05:14:18,319 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.883, mIoU: 0.561
2023-07-26 05:14:18,331 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.883, mIoU: 0.561
2023-07-26 05:14:18,346 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:18,359 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:18,374 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:18,388 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:18,401 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:18,413 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.884, mIoU: 0.562
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2023-07-26 05:14:18,773 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.884, mIoU: 0.565
2023-07-26 05:14:18,786 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.884, mIoU: 0.564
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2023-07-26 05:14:18,885 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:18,900 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:18,915 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:18,928 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.884, mIoU: 0.564
2023-07-26 05:14:18,943 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:18,956 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:18,970 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:18,985 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,000 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:19,015 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:19,028 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,043 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,059 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:19,071 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:19,084 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:19,099 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,114 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:19,129 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.884, mIoU: 0.562
2023-07-26 05:14:19,143 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,155 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.884, mIoU: 0.563
2023-07-26 05:14:19,167 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.884, mIoU: 0.564
2023-07-26 05:14:19,181 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.885, mIoU: 0.564
2023-07-26 05:14:19,194 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.885, mIoU: 0.564
2023-07-26 05:14:19,208 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.885, mIoU: 0.565
2023-07-26 05:14:19,225 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:19,238 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:19,253 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:19,266 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:19,281 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,296 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,309 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,322 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,337 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:19,351 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,364 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,379 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,394 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,408 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,421 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,435 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:19,450 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,466 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,478 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,492 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,504 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,519 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,531 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,544 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-26 05:14:19,558 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,572 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:19,584 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:19,599 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:19,614 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,629 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:19,644 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,657 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,670 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,684 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:19,697 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:19,709 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:19,721 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:19,737 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.884, mIoU: 0.561
2023-07-26 05:14:19,750 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,762 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,777 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,792 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,806 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,822 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,835 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,848 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,864 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,879 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,894 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:19,908 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:19,920 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:19,933 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,944 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,959 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,974 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:19,988 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,002 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,013 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,025 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,040 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,054 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,067 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,081 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,094 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,109 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,122 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,136 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,148 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-26 05:14:20,163 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-26 05:14:20,177 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-26 05:14:20,190 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.885, mIoU: 0.558
2023-07-26 05:14:20,205 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,219 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,234 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,248 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,263 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.885, mIoU: 0.559
2023-07-26 05:14:20,277 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,292 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,306 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,320 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,334 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,347 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,360 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,372 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,388 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,401 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,417 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,432 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,444 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,458 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,474 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:20,489 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,502 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,517 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,532 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,545 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,559 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,574 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,588 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,601 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,612 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,629 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,643 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,658 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,671 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,685 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:20,700 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,714 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:20,729 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:20,742 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,756 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,769 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,783 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:20,797 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:20,810 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:20,825 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:20,838 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:20,853 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,868 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,883 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,897 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,912 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,927 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,941 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,957 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,971 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:20,987 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,001 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,012 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,026 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,038 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,052 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,067 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,081 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,094 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:21,108 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,122 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:21,136 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:21,151 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,165 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,177 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,192 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,206 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:21,220 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,233 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,247 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 05:14:21,261 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:21,276 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:21,288 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:21,303 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:21,317 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:21,330 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:21,343 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,358 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,370 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,383 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,396 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,410 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,424 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,438 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,452 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:21,467 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,481 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,494 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,507 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 05:14:21,522 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,534 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,547 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,562 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,577 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,592 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,607 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,620 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,632 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,648 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.886, mIoU: 0.559
2023-07-26 05:14:21,663 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,676 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.886, mIoU: 0.558
2023-07-26 05:14:21,691 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.886, mIoU: 0.558
2023-07-26 05:14:21,703 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.886, mIoU: 0.558
2023-07-26 05:14:21,719 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.886, mIoU: 0.558
2023-07-26 05:14:21,732 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,748 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,763 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,777 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,787 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,802 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,817 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,830 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,844 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,858 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,873 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,885 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,900 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,914 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:21,929 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-26 05:14:21,944 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:21,958 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:21,974 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:21,989 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:22,002 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:22,017 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:22,031 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:22,045 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-26 05:14:22,058 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-26 05:14:22,072 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,087 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,101 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-26 05:14:22,108 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,121 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,134 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,146 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,157 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,172 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,186 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,200 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,211 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,224 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,238 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,249 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,263 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-26 05:14:22,276 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-26 05:14:22,291 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,306 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,321 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,335 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,347 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-26 05:14:22,359 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,374 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,389 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,404 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,419 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,431 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,442 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,453 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,466 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,477 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,491 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,504 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,518 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-26 05:14:22,533 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,548 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,561 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-26 05:14:22,576 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-26 05:14:22,590 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-26 05:14:22,604 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:22,619 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:22,633 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:22,646 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:22,661 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:22,675 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:22,688 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,702 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,717 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,729 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,745 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,758 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,773 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,789 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:22,806 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:22,822 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:22,835 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,850 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:22,865 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,879 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,894 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,906 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,918 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,932 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-26 05:14:22,947 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 05:14:22,961 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 05:14:22,975 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 05:14:22,989 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-26 05:14:23,004 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-26 05:14:23,018 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,032 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 05:14:23,044 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-26 05:14:23,058 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,068 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,080 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,094 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,107 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,122 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,137 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,152 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:23,168 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,183 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,198 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,213 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:23,226 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:23,242 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,255 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,270 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,285 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,298 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,312 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,324 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,338 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,352 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,367 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:23,381 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:23,394 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.889, mIoU: 0.563
2023-07-26 05:14:23,407 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,419 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,433 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,445 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,457 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,472 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,485 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,499 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,511 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,523 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,538 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,552 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,567 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,579 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,591 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,605 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,619 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,634 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,648 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,662 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,676 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,689 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,702 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,717 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,731 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,744 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-26 05:14:23,759 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,771 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,786 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,800 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-26 05:14:23,815 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,827 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:23,841 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,856 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,871 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,884 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,898 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,912 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,926 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,942 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,957 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,972 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:23,985 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,000 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,016 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,030 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,045 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,057 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,066 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,081 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,096 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,109 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,124 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,138 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,150 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,162 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,177 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,191 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,205 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,221 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,234 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,250 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,264 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,276 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,290 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,304 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,318 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,330 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,343 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,357 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,372 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:24,386 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,400 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-26 05:14:24,413 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,428 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,441 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,454 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-26 05:14:24,469 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,484 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,498 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,513 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 05:14:24,525 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,540 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,555 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,570 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,585 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,598 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,613 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,627 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,640 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,652 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,667 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,682 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,697 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,712 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,723 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,735 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,750 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,765 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,777 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,791 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,806 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,820 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:24,833 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:24,846 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:24,860 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,872 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,886 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,898 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,911 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,925 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:24,938 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:24,953 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:24,967 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:24,979 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:24,994 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,008 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,020 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:25,034 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:25,048 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-26 05:14:25,063 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,077 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,089 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,101 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,116 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,130 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,144 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.889, mIoU: 0.567
2023-07-26 05:14:25,157 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:25,171 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:25,188 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 05:14:25,202 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,213 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,228 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,243 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,258 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,272 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,285 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 05:14:25,299 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,313 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,326 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,341 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,355 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,370 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,385 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,400 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,414 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,427 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,442 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.886, mIoU: 0.566
2023-07-26 05:14:25,454 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.886, mIoU: 0.566
2023-07-26 05:14:25,468 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,483 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.886, mIoU: 0.566
2023-07-26 05:14:25,498 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,510 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,525 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,536 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,550 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.886, mIoU: 0.567
2023-07-26 05:14:25,565 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.886, mIoU: 0.567
2023-07-26 05:14:25,580 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,593 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,608 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,624 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-26 05:14:25,639 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-26 05:14:25,650 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-26 05:14:25,665 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-26 05:14:25,679 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-26 05:14:25,690 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,704 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,719 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,734 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,747 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 05:14:25,759 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,773 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,786 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,801 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,813 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,828 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,840 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,852 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,866 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,881 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:25,895 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,909 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,924 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,937 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,951 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:25,965 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:25,980 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:25,995 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:26,008 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:26,021 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:26,036 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:26,051 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:26,066 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:26,079 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 05:14:26,092 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,107 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,122 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,134 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,147 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,162 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,177 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,191 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,205 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,220 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,235 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,248 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,261 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,276 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,288 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:26,303 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,317 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,332 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:26,346 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 05:14:26,360 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.886, mIoU: 0.560
2023-07-26 05:14:26,375 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:26,389 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:26,402 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:26,417 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 05:14:26,431 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,446 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,460 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,475 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,489 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,502 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,515 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,529 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,544 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,558 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,572 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,587 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,602 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,617 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,631 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,646 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,660 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,673 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,686 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,699 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,711 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,724 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,739 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,754 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,767 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,779 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,794 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:26,805 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,818 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,832 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,847 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,862 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,876 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,888 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 05:14:26,903 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:26,917 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:26,929 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:26,944 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:26,959 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:26,973 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:26,986 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:27,001 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:27,017 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:27,031 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,046 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,058 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,073 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,088 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,103 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,118 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,130 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,145 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,160 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,175 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,189 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,203 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,218 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,232 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,242 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,255 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,268 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,280 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,296 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,310 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,323 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,335 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,348 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,361 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,375 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,388 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,403 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,417 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,430 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,445 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,460 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,473 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 05:14:27,487 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,502 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,514 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,529 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,540 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,556 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,570 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,585 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,599 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,612 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,624 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,638 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,652 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,666 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,678 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,691 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,705 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,719 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 05:14:27,733 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,746 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,760 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,776 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,791 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,806 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,820 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,828 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,843 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,855 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,867 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,882 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,896 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.886, mIoU: 0.565
2023-07-26 05:14:27,910 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,925 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,940 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,954 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.886, mIoU: 0.564
2023-07-26 05:14:27,969 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:27,982 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-26 05:14:27,996 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,012 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,027 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,042 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,056 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,073 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,085 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,099 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,114 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,128 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,141 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,153 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:28,168 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,183 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.885, mIoU: 0.562
2023-07-26 05:14:28,197 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.885, mIoU: 0.563
2023-07-26 05:14:28,212 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,226 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,240 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,255 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,267 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,281 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,294 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,308 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,322 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,337 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,351 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,363 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,378 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,392 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,406 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,420 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,435 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,451 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,466 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,479 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,494 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,507 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,522 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,537 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,551 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,567 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,582 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,596 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,605 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,620 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,632 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,646 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,660 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,674 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.884, mIoU: 0.560
2023-07-26 05:14:28,688 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,699 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,707 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,723 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,737 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,750 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,762 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,776 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,790 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,802 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,816 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,830 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,843 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,857 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,869 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,883 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,896 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,910 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.885, mIoU: 0.561
2023-07-26 05:14:28,922 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,936 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,949 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.885, mIoU: 0.560
2023-07-26 05:14:28,963 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:28,977 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:28,989 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:29,002 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:29,016 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.884, mIoU: 0.559
2023-07-26 05:14:29,032 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.884, mIoU: 0.558
2023-07-26 05:14:45,363 semantic_segmentation INFO: Iters: 86410/150000 || Lr: 0.009239 || Task Loss: 0.5115 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:27 || Estimated Time: 1 day, 7:14:41
2023-07-26 05:15:01,751 semantic_segmentation INFO: Iters: 86420/150000 || Lr: 0.009237 || Task Loss: 0.6148 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:44 || Estimated Time: 1 day, 7:14:23
2023-07-26 05:15:18,138 semantic_segmentation INFO: Iters: 86430/150000 || Lr: 0.009236 || Task Loss: 0.6367 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:00 || Estimated Time: 1 day, 7:14:04
2023-07-26 05:15:34,717 semantic_segmentation INFO: Iters: 86440/150000 || Lr: 0.009235 || Task Loss: 0.4726 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:16 || Estimated Time: 1 day, 7:13:45
2023-07-26 05:15:51,098 semantic_segmentation INFO: Iters: 86450/150000 || Lr: 0.009233 || Task Loss: 0.5922 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:33 || Estimated Time: 1 day, 7:13:27
2023-07-26 05:16:07,654 semantic_segmentation INFO: Iters: 86460/150000 || Lr: 0.009232 || Task Loss: 0.4350 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:49 || Estimated Time: 1 day, 7:13:08
2023-07-26 05:16:24,134 semantic_segmentation INFO: Iters: 86470/150000 || Lr: 0.009231 || Task Loss: 0.3672 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:06 || Estimated Time: 1 day, 7:12:50
2023-07-26 05:16:40,670 semantic_segmentation INFO: Iters: 86480/150000 || Lr: 0.009229 || Task Loss: 0.4655 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:22 || Estimated Time: 1 day, 7:12:31
2023-07-26 05:16:57,199 semantic_segmentation INFO: Iters: 86490/150000 || Lr: 0.009228 || Task Loss: 0.3965 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:39 || Estimated Time: 1 day, 7:12:13
2023-07-26 05:17:13,634 semantic_segmentation INFO: Iters: 86500/150000 || Lr: 0.009227 || Task Loss: 0.6460 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:55 || Estimated Time: 1 day, 7:11:54
2023-07-26 05:17:30,216 semantic_segmentation INFO: Iters: 86510/150000 || Lr: 0.009225 || Task Loss: 0.3788 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:12 || Estimated Time: 1 day, 7:11:36
2023-07-26 05:17:46,612 semantic_segmentation INFO: Iters: 86520/150000 || Lr: 0.009224 || Task Loss: 0.6271 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:28 || Estimated Time: 1 day, 7:11:17
2023-07-26 05:18:03,172 semantic_segmentation INFO: Iters: 86530/150000 || Lr: 0.009223 || Task Loss: 0.4410 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:45 || Estimated Time: 1 day, 7:10:58
2023-07-26 05:18:19,719 semantic_segmentation INFO: Iters: 86540/150000 || Lr: 0.009222 || Task Loss: 0.5611 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:02 || Estimated Time: 1 day, 7:10:40
2023-07-26 05:18:36,157 semantic_segmentation INFO: Iters: 86550/150000 || Lr: 0.009220 || Task Loss: 0.4721 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:18 || Estimated Time: 1 day, 7:10:21
2023-07-26 05:18:52,650 semantic_segmentation INFO: Iters: 86560/150000 || Lr: 0.009219 || Task Loss: 0.4096 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:34 || Estimated Time: 1 day, 7:10:03
2023-07-26 05:19:09,135 semantic_segmentation INFO: Iters: 86570/150000 || Lr: 0.009218 || Task Loss: 0.5920 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:51 || Estimated Time: 1 day, 7:09:44
2023-07-26 05:19:25,711 semantic_segmentation INFO: Iters: 86580/150000 || Lr: 0.009216 || Task Loss: 0.4311 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:07 || Estimated Time: 1 day, 7:09:26
2023-07-26 05:19:42,282 semantic_segmentation INFO: Iters: 86590/150000 || Lr: 0.009215 || Task Loss: 0.2978 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:24 || Estimated Time: 1 day, 7:09:07
2023-07-26 05:19:58,853 semantic_segmentation INFO: Iters: 86600/150000 || Lr: 0.009214 || Task Loss: 0.3815 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:41 || Estimated Time: 1 day, 7:08:49
2023-07-26 05:20:15,418 semantic_segmentation INFO: Iters: 86610/150000 || Lr: 0.009212 || Task Loss: 0.4431 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:57 || Estimated Time: 1 day, 7:08:30
2023-07-26 05:20:31,879 semantic_segmentation INFO: Iters: 86620/150000 || Lr: 0.009211 || Task Loss: 0.4233 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:14 || Estimated Time: 1 day, 7:08:12
2023-07-26 05:20:48,361 semantic_segmentation INFO: Iters: 86630/150000 || Lr: 0.009210 || Task Loss: 0.4559 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:30 || Estimated Time: 1 day, 7:07:53
2023-07-26 05:21:04,866 semantic_segmentation INFO: Iters: 86640/150000 || Lr: 0.009208 || Task Loss: 0.5373 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:47 || Estimated Time: 1 day, 7:07:34
2023-07-26 05:21:21,441 semantic_segmentation INFO: Iters: 86650/150000 || Lr: 0.009207 || Task Loss: 0.7582 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:03 || Estimated Time: 1 day, 7:07:16
2023-07-26 05:21:37,955 semantic_segmentation INFO: Iters: 86660/150000 || Lr: 0.009206 || Task Loss: 0.4532 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:20 || Estimated Time: 1 day, 7:06:57
2023-07-26 05:21:54,410 semantic_segmentation INFO: Iters: 86670/150000 || Lr: 0.009205 || Task Loss: 0.5763 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:36 || Estimated Time: 1 day, 7:06:39
2023-07-26 05:22:10,944 semantic_segmentation INFO: Iters: 86680/150000 || Lr: 0.009203 || Task Loss: 0.5644 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:53 || Estimated Time: 1 day, 7:06:20
2023-07-26 05:22:27,367 semantic_segmentation INFO: Iters: 86690/150000 || Lr: 0.009202 || Task Loss: 0.4871 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:09 || Estimated Time: 1 day, 7:06:02
2023-07-26 05:22:43,777 semantic_segmentation INFO: Iters: 86700/150000 || Lr: 0.009201 || Task Loss: 0.4080 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:26 || Estimated Time: 1 day, 7:05:43
2023-07-26 05:23:00,318 semantic_segmentation INFO: Iters: 86710/150000 || Lr: 0.009199 || Task Loss: 0.5225 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:42 || Estimated Time: 1 day, 7:05:25
2023-07-26 05:23:16,736 semantic_segmentation INFO: Iters: 86720/150000 || Lr: 0.009198 || Task Loss: 0.3978 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:59 || Estimated Time: 1 day, 7:05:06
2023-07-26 05:23:33,310 semantic_segmentation INFO: Iters: 86730/150000 || Lr: 0.009197 || Task Loss: 0.3112 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:15 || Estimated Time: 1 day, 7:04:47
2023-07-26 05:23:49,838 semantic_segmentation INFO: Iters: 86740/150000 || Lr: 0.009195 || Task Loss: 0.6016 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:32 || Estimated Time: 1 day, 7:04:29
2023-07-26 05:24:06,290 semantic_segmentation INFO: Iters: 86750/150000 || Lr: 0.009194 || Task Loss: 0.5474 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:48 || Estimated Time: 1 day, 7:04:10
2023-07-26 05:24:22,671 semantic_segmentation INFO: Iters: 86760/150000 || Lr: 0.009193 || Task Loss: 0.4686 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:04 || Estimated Time: 1 day, 7:03:52
2023-07-26 05:24:39,071 semantic_segmentation INFO: Iters: 86770/150000 || Lr: 0.009191 || Task Loss: 0.4718 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:21 || Estimated Time: 1 day, 7:03:33
2023-07-26 05:24:55,643 semantic_segmentation INFO: Iters: 86780/150000 || Lr: 0.009190 || Task Loss: 0.4427 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:37 || Estimated Time: 1 day, 7:03:15
2023-07-26 05:25:12,054 semantic_segmentation INFO: Iters: 86790/150000 || Lr: 0.009189 || Task Loss: 0.4742 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:54 || Estimated Time: 1 day, 7:02:56
2023-07-26 05:25:28,626 semantic_segmentation INFO: Iters: 86800/150000 || Lr: 0.009188 || Task Loss: 0.7357 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:10 || Estimated Time: 1 day, 7:02:37
2023-07-26 05:25:45,005 semantic_segmentation INFO: Iters: 86810/150000 || Lr: 0.009186 || Task Loss: 0.4371 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:27 || Estimated Time: 1 day, 7:02:19
2023-07-26 05:26:01,512 semantic_segmentation INFO: Iters: 86820/150000 || Lr: 0.009185 || Task Loss: 0.5251 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2416|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:43 || Estimated Time: 1 day, 7:02:00
2023-07-26 05:26:17,994 semantic_segmentation INFO: Iters: 86830/150000 || Lr: 0.009184 || Task Loss: 0.3846 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:00 || Estimated Time: 1 day, 7:01:42
2023-07-26 05:26:34,570 semantic_segmentation INFO: Iters: 86840/150000 || Lr: 0.009182 || Task Loss: 0.3501 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:16 || Estimated Time: 1 day, 7:01:23
2023-07-26 05:26:50,944 semantic_segmentation INFO: Iters: 86850/150000 || Lr: 0.009181 || Task Loss: 0.3602 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:33 || Estimated Time: 1 day, 7:01:05
2023-07-26 05:27:07,551 semantic_segmentation INFO: Iters: 86860/150000 || Lr: 0.009180 || Task Loss: 0.5671 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:49 || Estimated Time: 1 day, 7:00:46
2023-07-26 05:27:24,155 semantic_segmentation INFO: Iters: 86870/150000 || Lr: 0.009178 || Task Loss: 0.4399 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:40:06 || Estimated Time: 1 day, 7:00:28
2023-07-26 05:27:40,728 semantic_segmentation INFO: Iters: 86880/150000 || Lr: 0.009177 || Task Loss: 0.6745 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:40:23 || Estimated Time: 1 day, 7:00:09
2023-07-26 05:27:57,250 semantic_segmentation INFO: Iters: 86890/150000 || Lr: 0.009176 || Task Loss: 0.3409 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:40:39 || Estimated Time: 1 day, 6:59:51
2023-07-26 05:28:13,669 semantic_segmentation INFO: Iters: 86900/150000 || Lr: 0.009174 || Task Loss: 0.4873 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:40:55 || Estimated Time: 1 day, 6:59:32
2023-07-26 05:28:30,178 semantic_segmentation INFO: Iters: 86910/150000 || Lr: 0.009173 || Task Loss: 0.5387 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:12 || Estimated Time: 1 day, 6:59:14
2023-07-26 05:28:46,680 semantic_segmentation INFO: Iters: 86920/150000 || Lr: 0.009172 || Task Loss: 0.4982 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:28 || Estimated Time: 1 day, 6:58:55
2023-07-26 05:29:03,272 semantic_segmentation INFO: Iters: 86930/150000 || Lr: 0.009171 || Task Loss: 0.5123 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:45 || Estimated Time: 1 day, 6:58:37
2023-07-26 05:29:19,822 semantic_segmentation INFO: Iters: 86940/150000 || Lr: 0.009169 || Task Loss: 0.4613 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:02 || Estimated Time: 1 day, 6:58:18
2023-07-26 05:29:36,220 semantic_segmentation INFO: Iters: 86950/150000 || Lr: 0.009168 || Task Loss: 0.4302 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:18 || Estimated Time: 1 day, 6:57:59
2023-07-26 05:29:52,801 semantic_segmentation INFO: Iters: 86960/150000 || Lr: 0.009167 || Task Loss: 0.6036 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:35 || Estimated Time: 1 day, 6:57:41
2023-07-26 05:30:09,206 semantic_segmentation INFO: Iters: 86970/150000 || Lr: 0.009165 || Task Loss: 0.4008 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:51 || Estimated Time: 1 day, 6:57:22
2023-07-26 05:30:25,800 semantic_segmentation INFO: Iters: 86980/150000 || Lr: 0.009164 || Task Loss: 0.3971 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:08 || Estimated Time: 1 day, 6:57:04
2023-07-26 05:30:42,179 semantic_segmentation INFO: Iters: 86990/150000 || Lr: 0.009163 || Task Loss: 0.3594 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:24 || Estimated Time: 1 day, 6:56:45
2023-07-26 05:30:58,658 semantic_segmentation INFO: Iters: 87000/150000 || Lr: 0.009161 || Task Loss: 0.5590 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:40 || Estimated Time: 1 day, 6:56:27
2023-07-26 05:31:15,154 semantic_segmentation INFO: Iters: 87010/150000 || Lr: 0.009160 || Task Loss: 0.5711 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:57 || Estimated Time: 1 day, 6:56:08
2023-07-26 05:31:31,477 semantic_segmentation INFO: Iters: 87020/150000 || Lr: 0.009159 || Task Loss: 0.6065 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:44:13 || Estimated Time: 1 day, 6:55:49
2023-07-26 05:31:47,916 semantic_segmentation INFO: Iters: 87030/150000 || Lr: 0.009157 || Task Loss: 0.4048 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:44:30 || Estimated Time: 1 day, 6:55:31
2023-07-26 05:32:04,503 semantic_segmentation INFO: Iters: 87040/150000 || Lr: 0.009156 || Task Loss: 0.4491 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:44:46 || Estimated Time: 1 day, 6:55:12
2023-07-26 05:32:20,892 semantic_segmentation INFO: Iters: 87050/150000 || Lr: 0.009155 || Task Loss: 0.5109 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:03 || Estimated Time: 1 day, 6:54:54
2023-07-26 05:32:37,280 semantic_segmentation INFO: Iters: 87060/150000 || Lr: 0.009154 || Task Loss: 0.5593 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:19 || Estimated Time: 1 day, 6:54:35
2023-07-26 05:32:53,856 semantic_segmentation INFO: Iters: 87070/150000 || Lr: 0.009152 || Task Loss: 0.4201 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:36 || Estimated Time: 1 day, 6:54:17
2023-07-26 05:33:10,246 semantic_segmentation INFO: Iters: 87080/150000 || Lr: 0.009151 || Task Loss: 0.5623 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:52 || Estimated Time: 1 day, 6:53:58
2023-07-26 05:33:26,629 semantic_segmentation INFO: Iters: 87090/150000 || Lr: 0.009150 || Task Loss: 0.3604 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:08 || Estimated Time: 1 day, 6:53:39
2023-07-26 05:33:43,024 semantic_segmentation INFO: Iters: 87100/150000 || Lr: 0.009148 || Task Loss: 0.4677 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:25 || Estimated Time: 1 day, 6:53:21
2023-07-26 05:33:59,587 semantic_segmentation INFO: Iters: 87110/150000 || Lr: 0.009147 || Task Loss: 0.4204 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:41 || Estimated Time: 1 day, 6:53:02
2023-07-26 05:34:15,994 semantic_segmentation INFO: Iters: 87120/150000 || Lr: 0.009146 || Task Loss: 0.5308 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:58 || Estimated Time: 1 day, 6:52:44
2023-07-26 05:34:32,458 semantic_segmentation INFO: Iters: 87130/150000 || Lr: 0.009144 || Task Loss: 0.3261 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:14 || Estimated Time: 1 day, 6:52:25
2023-07-26 05:34:48,958 semantic_segmentation INFO: Iters: 87140/150000 || Lr: 0.009143 || Task Loss: 0.4215 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:31 || Estimated Time: 1 day, 6:52:07
2023-07-26 05:35:05,364 semantic_segmentation INFO: Iters: 87150/150000 || Lr: 0.009142 || Task Loss: 0.4570 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:47 || Estimated Time: 1 day, 6:51:48
2023-07-26 05:35:21,942 semantic_segmentation INFO: Iters: 87160/150000 || Lr: 0.009140 || Task Loss: 0.3509 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:04 || Estimated Time: 1 day, 6:51:30
2023-07-26 05:35:38,504 semantic_segmentation INFO: Iters: 87170/150000 || Lr: 0.009139 || Task Loss: 0.4136 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:20 || Estimated Time: 1 day, 6:51:11
2023-07-26 05:35:54,911 semantic_segmentation INFO: Iters: 87180/150000 || Lr: 0.009138 || Task Loss: 0.3519 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:37 || Estimated Time: 1 day, 6:50:53
2023-07-26 05:36:11,481 semantic_segmentation INFO: Iters: 87190/150000 || Lr: 0.009137 || Task Loss: 0.4584 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:53 || Estimated Time: 1 day, 6:50:34
2023-07-26 05:36:27,881 semantic_segmentation INFO: Iters: 87200/150000 || Lr: 0.009135 || Task Loss: 0.4509 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:10 || Estimated Time: 1 day, 6:50:16
2023-07-26 05:36:28,007 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 05:36:28,396 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-26 05:36:28,418 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.845, mIoU: 0.118
2023-07-26 05:36:28,573 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.880, mIoU: 0.141
2023-07-26 05:36:28,586 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.907, mIoU: 0.148
2023-07-26 05:36:28,599 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.899, mIoU: 0.214
2023-07-26 05:36:28,611 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.913, mIoU: 0.261
2023-07-26 05:36:28,625 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.915, mIoU: 0.295
2023-07-26 05:36:28,638 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.925, mIoU: 0.301
2023-07-26 05:36:28,650 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.918, mIoU: 0.327
2023-07-26 05:36:28,664 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.923, mIoU: 0.372
2023-07-26 05:36:28,678 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.907, mIoU: 0.372
2023-07-26 05:36:28,692 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.909, mIoU: 0.373
2023-07-26 05:36:28,703 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.884, mIoU: 0.359
2023-07-26 05:36:28,717 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.884, mIoU: 0.343
2023-07-26 05:36:28,730 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.886, mIoU: 0.335
2023-07-26 05:36:28,742 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.890, mIoU: 0.331
2023-07-26 05:36:28,752 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.891, mIoU: 0.331
2023-07-26 05:36:28,765 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.882, mIoU: 0.325
2023-07-26 05:36:28,779 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.884, mIoU: 0.325
2023-07-26 05:36:28,794 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.888, mIoU: 0.355
2023-07-26 05:36:28,808 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.890, mIoU: 0.360
2023-07-26 05:36:28,823 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.892, mIoU: 0.372
2023-07-26 05:36:28,837 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.889, mIoU: 0.397
2023-07-26 05:36:28,852 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.892, mIoU: 0.403
2023-07-26 05:36:28,867 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.894, mIoU: 0.405
2023-07-26 05:36:28,881 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.891, mIoU: 0.408
2023-07-26 05:36:28,895 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.893, mIoU: 0.409
2023-07-26 05:36:28,906 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.896, mIoU: 0.408
2023-07-26 05:36:28,920 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.891, mIoU: 0.396
2023-07-26 05:36:28,934 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.895, mIoU: 0.397
2023-07-26 05:36:28,947 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.898, mIoU: 0.400
2023-07-26 05:36:28,962 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.899, mIoU: 0.399
2023-07-26 05:36:28,976 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.902, mIoU: 0.410
2023-07-26 05:36:28,990 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.410
2023-07-26 05:36:29,004 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.435
2023-07-26 05:36:29,018 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.435
2023-07-26 05:36:29,030 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.906, mIoU: 0.435
2023-07-26 05:36:29,042 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.908, mIoU: 0.472
2023-07-26 05:36:29,058 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.469
2023-07-26 05:36:29,070 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.468
2023-07-26 05:36:29,083 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.494
2023-07-26 05:36:29,097 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.910, mIoU: 0.493
2023-07-26 05:36:29,111 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.493
2023-07-26 05:36:29,124 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.493
2023-07-26 05:36:29,138 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.501
2023-07-26 05:36:29,153 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.505
2023-07-26 05:36:29,166 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.512
2023-07-26 05:36:29,178 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.513
2023-07-26 05:36:29,192 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.514
2023-07-26 05:36:29,208 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.511
2023-07-26 05:36:29,224 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.909, mIoU: 0.510
2023-07-26 05:36:29,239 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.911, mIoU: 0.510
2023-07-26 05:36:29,252 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.911, mIoU: 0.508
2023-07-26 05:36:29,268 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-26 05:36:29,283 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.510
2023-07-26 05:36:29,296 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.509
2023-07-26 05:36:29,311 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-26 05:36:29,328 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.506
2023-07-26 05:36:29,341 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.508
2023-07-26 05:36:29,356 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.906, mIoU: 0.538
2023-07-26 05:36:29,369 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.540
2023-07-26 05:36:29,384 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-26 05:36:29,397 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.536
2023-07-26 05:36:29,415 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.542
2023-07-26 05:36:29,428 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.548
2023-07-26 05:36:29,444 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.547
2023-07-26 05:36:29,459 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-26 05:36:29,472 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-26 05:36:29,487 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.915, mIoU: 0.588
2023-07-26 05:36:29,502 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.585
2023-07-26 05:36:29,518 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.605
2023-07-26 05:36:29,531 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.604
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2023-07-26 05:36:29,861 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.908, mIoU: 0.623
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2023-07-26 05:36:29,972 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-26 05:36:30,002 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.621
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2023-07-26 05:36:30,124 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.621
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2023-07-26 05:36:31,012 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.909, mIoU: 0.609
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2023-07-26 05:36:35,165 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 05:36:35,178 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 05:36:35,193 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.901, mIoU: 0.593
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2023-07-26 05:36:35,221 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 05:36:35,236 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 05:36:35,247 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 05:36:35,262 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 05:36:35,276 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 05:36:35,291 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 05:36:35,306 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 05:36:35,320 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 05:36:35,330 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 05:36:35,343 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 05:36:35,357 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 05:36:35,372 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 05:36:35,384 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 05:36:35,397 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 05:36:35,410 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 05:36:35,424 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 05:36:35,439 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 05:36:35,452 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 05:36:35,461 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 05:36:35,476 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 05:36:35,490 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 05:36:35,502 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 05:36:35,517 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 05:36:35,532 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 05:36:35,546 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 05:36:35,561 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 05:36:35,575 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 05:36:35,590 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 05:36:35,606 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 05:36:35,622 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 05:36:35,638 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:35,652 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:35,665 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,680 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,695 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 05:36:35,709 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 05:36:35,723 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 05:36:35,739 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,754 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:35,768 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:35,780 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:35,794 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,808 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,822 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:35,836 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 05:36:35,850 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:35,862 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:35,877 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:35,891 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 05:36:35,903 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 05:36:35,917 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 05:36:35,928 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:35,943 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:35,956 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:35,968 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 05:36:35,980 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 05:36:35,994 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,009 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,024 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,038 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,047 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,061 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 05:36:36,076 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,091 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,106 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,121 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 05:36:36,134 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 05:36:36,147 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,161 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,176 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,191 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,203 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,216 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,230 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,244 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,258 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,271 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 05:36:36,285 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 05:36:36,300 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 05:36:36,315 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 05:36:36,327 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 05:36:36,343 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,358 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,371 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 05:36:36,386 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,401 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,416 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,431 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,444 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,460 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,475 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,492 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 05:36:36,502 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 05:36:36,517 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 05:36:36,532 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,544 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:36,558 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:36,571 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:36,585 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,599 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,613 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,626 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,638 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,650 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,664 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,678 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,692 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,706 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:36,720 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 05:36:36,732 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,747 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,762 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,775 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 05:36:36,790 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,805 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,819 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,834 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,849 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,860 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,875 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,890 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,904 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,919 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,933 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,945 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,960 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,974 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:36,989 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:37,002 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:37,017 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:37,031 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:37,046 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:37,061 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:37,076 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,091 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 05:36:37,105 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 05:36:37,120 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 05:36:37,134 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:37,147 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:37,162 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 05:36:37,176 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,191 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,204 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,219 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,232 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,247 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,261 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,276 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,291 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,306 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,320 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 05:36:37,334 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:37,348 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,362 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,377 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 05:36:37,395 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,409 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:37,424 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 05:36:37,434 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 05:36:37,447 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-26 05:36:37,475 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-26 05:36:37,502 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 05:36:37,515 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:37,529 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:37,545 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-26 05:36:37,575 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-26 05:36:37,630 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 05:36:37,645 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-26 05:36:37,675 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.620
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2023-07-26 05:36:37,717 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.620
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2023-07-26 05:36:37,747 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,759 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,772 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,785 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:37,800 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-26 05:36:37,827 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,841 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,856 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:37,871 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-26 05:36:37,903 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:37,917 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:37,932 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:37,946 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:37,961 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:37,975 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:37,989 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,005 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,019 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,031 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,046 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,059 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,074 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,088 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,100 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,113 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,125 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,139 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:38,151 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 05:36:38,164 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:38,177 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 05:36:38,192 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:36:38,208 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:36:38,220 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:36:38,234 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,247 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,259 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,274 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,290 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,305 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,321 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,336 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,351 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,364 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 05:36:38,379 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,393 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 05:36:38,409 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 05:36:38,424 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 05:36:38,438 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:38,453 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:38,465 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:38,477 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,489 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:38,504 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,519 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,531 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,543 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,557 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:38,571 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:38,585 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:38,599 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,613 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,625 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,640 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,652 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,666 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,680 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,694 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,710 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,722 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,738 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,753 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,765 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,778 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,793 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,809 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,824 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,839 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,852 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:38,865 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,880 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,893 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:38,908 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:38,926 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:38,939 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:38,954 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:38,968 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:38,983 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:38,998 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:39,010 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:39,023 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:39,036 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:39,050 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,063 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,077 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,091 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:39,104 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,116 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:39,130 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,144 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,160 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,172 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,185 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,197 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,212 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,225 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,237 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,252 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,266 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,279 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,294 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:39,309 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,323 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,338 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,351 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,363 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,377 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,389 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,401 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,414 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,430 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,443 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,456 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,470 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,485 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,500 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,516 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,529 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,542 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,557 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 05:36:39,572 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,587 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,602 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 05:36:39,615 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,627 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,638 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,653 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,668 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,682 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,696 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,707 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,719 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,734 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,748 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:39,761 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,775 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,788 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,803 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,816 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,831 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:39,844 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,859 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,874 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:39,887 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,903 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:39,917 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,932 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,947 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,962 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,977 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:39,992 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:40,006 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:40,020 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 05:36:40,035 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 05:36:40,047 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 05:36:40,060 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 05:36:40,073 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:36:40,088 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:36:40,102 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:40,118 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:40,132 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,143 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,157 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,172 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,187 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,199 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,214 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,228 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,241 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,255 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,271 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,285 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:40,298 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,310 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,326 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,341 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,356 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,369 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 05:36:40,384 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,399 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,413 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,428 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,441 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,455 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,468 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,483 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,496 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,509 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,524 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,537 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 05:36:40,551 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,565 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,580 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,594 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,608 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,622 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,635 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,651 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,666 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 05:36:40,681 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,696 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,706 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,720 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,733 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,748 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:40,763 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,779 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,792 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,807 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,821 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,836 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:36:40,851 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:40,866 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:40,878 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:40,893 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,907 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,921 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:40,933 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,947 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:40,961 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,976 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:40,988 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,002 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,016 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,029 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,042 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,056 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,069 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,083 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,096 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:41,110 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:41,125 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:41,140 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:41,154 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,169 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,184 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,197 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,210 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,225 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,238 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:41,251 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:41,266 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:41,281 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,296 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:41,311 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,324 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,337 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,353 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,368 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,380 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,395 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,408 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,424 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,438 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,454 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,468 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,483 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,492 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,507 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,522 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,535 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,549 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,564 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,578 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,591 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,606 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,621 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,636 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,650 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,665 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 05:36:41,681 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,696 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,709 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,723 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,737 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,751 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:41,764 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,778 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,793 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,807 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,814 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,827 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,840 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:41,852 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,863 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,878 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,892 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 05:36:41,907 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,919 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,932 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,946 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,957 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:41,972 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:41,985 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,000 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,015 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,030 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,045 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:42,056 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:36:42,069 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:42,084 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 05:36:42,098 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,112 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,127 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,139 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,149 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,159 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,172 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,183 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,197 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,210 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,224 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 05:36:42,239 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:42,253 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:42,267 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:42,281 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:42,296 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:42,310 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 05:36:42,325 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,339 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,352 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,367 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,382 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,394 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,407 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,421 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,434 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,450 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,463 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 05:36:42,477 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 05:36:42,493 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 05:36:42,511 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,527 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,541 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,557 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,572 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,587 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,602 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,615 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,628 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 05:36:42,643 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 05:36:42,658 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 05:36:42,673 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 05:36:42,687 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 05:36:42,702 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 05:36:42,716 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 05:36:42,730 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,744 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,756 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,771 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,780 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,792 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,806 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 05:36:42,817 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,831 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 05:36:42,845 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 05:36:42,859 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,873 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,888 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,902 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,916 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,927 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,942 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,954 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,968 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,982 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:42,994 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:43,008 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:43,020 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:43,034 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:43,048 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 05:36:43,063 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,077 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,091 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,103 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,115 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,130 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,142 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,155 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,170 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:36:43,184 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,199 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:43,211 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,223 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 05:36:43,238 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,253 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,268 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,281 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,294 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,308 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:43,323 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:43,338 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:43,352 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:43,367 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 05:36:43,382 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,395 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,410 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,425 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:36:43,439 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 05:36:43,453 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 05:36:43,467 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:43,480 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 05:36:43,495 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:43,510 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:43,525 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:43,538 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:36:43,552 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:43,567 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,582 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,595 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,610 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,624 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,638 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,653 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,668 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,683 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,695 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,710 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,726 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,739 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,753 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,766 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:43,775 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,789 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,804 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,817 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:43,831 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:43,846 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:43,859 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,871 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,886 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,900 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,915 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,931 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,945 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,962 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,976 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:43,988 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,003 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,017 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,031 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,043 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,056 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,070 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,085 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,099 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,114 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,126 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,141 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,155 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,168 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 05:36:44,182 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,197 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,212 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,226 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,239 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,253 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,268 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,282 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,297 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,309 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,325 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,337 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,350 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,362 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,377 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,392 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,406 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,421 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,431 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,444 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,460 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,476 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 05:36:44,534 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-26 05:36:44,561 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,575 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,588 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,602 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,615 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 05:36:44,642 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.613
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2023-07-26 05:36:44,671 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,685 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,698 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,712 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 05:36:44,727 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,739 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,753 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,768 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,782 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,797 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,809 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,821 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,836 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:44,850 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,864 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:44,876 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-26 05:36:44,907 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 05:36:44,930 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,944 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.907, mIoU: 0.613
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2023-07-26 05:36:44,974 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:44,988 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 05:36:45,001 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 05:36:45,015 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 05:36:45,029 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-26 05:36:45,085 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-26 05:36:45,114 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:45,128 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:45,142 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:45,157 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:45,169 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 05:36:45,183 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.906, mIoU: 0.615
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2023-07-26 05:36:45,214 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 05:36:45,281 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:45,296 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 05:36:45,448 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 05:36:45,488 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:45,502 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 05:36:45,516 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 05:36:45,557 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 05:36:45,599 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 05:36:45,628 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 05:36:45,726 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 05:36:45,797 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 05:36:45,810 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:45,840 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 05:36:45,853 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:45,910 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-26 05:36:45,939 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-26 05:36:45,994 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:46,007 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:46,021 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 05:36:46,049 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:46,063 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:36:46,077 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 05:36:46,091 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 05:36:46,118 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 05:36:46,132 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,146 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,174 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:46,189 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,203 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,216 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,269 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,284 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,299 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,342 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,435 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:46,489 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,503 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:36:46,514 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,543 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 05:36:46,629 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 05:36:46,687 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:46,700 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:46,715 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:46,801 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.904, mIoU: 0.611
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2023-07-26 05:36:46,843 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,857 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,871 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,886 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,900 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,915 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,929 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,944 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,954 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,968 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,980 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:46,993 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:36:47,010 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,039 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,107 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.904, mIoU: 0.611
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2023-07-26 05:36:47,247 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 05:36:47,303 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,383 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,396 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,409 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,424 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,454 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,481 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,498 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,513 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,528 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 05:36:47,543 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 05:36:47,794 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 05:36:47,806 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 05:36:47,821 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 05:36:47,851 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 05:36:47,877 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 05:36:47,892 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 05:36:47,937 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:47,952 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.903, mIoU: 0.606
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2023-07-26 05:36:47,981 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 05:36:47,994 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,009 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,021 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,036 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,051 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,065 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,079 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,092 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,107 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 05:36:48,163 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 05:36:48,192 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 05:36:48,219 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,232 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,247 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,261 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,276 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,291 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,306 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,320 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,329 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,344 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,357 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,371 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 05:36:48,386 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,400 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.903, mIoU: 0.605
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2023-07-26 05:36:48,425 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,435 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,451 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,466 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.903, mIoU: 0.605
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2023-07-26 05:36:48,509 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 05:36:48,536 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:48,551 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:48,565 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:48,579 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:48,593 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 05:36:48,648 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 05:36:48,690 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 05:36:48,704 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 05:36:48,719 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,732 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,745 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,759 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:36:48,776 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 05:37:05,348 semantic_segmentation INFO: Iters: 87210/150000 || Lr: 0.009134 || Task Loss: 0.6011 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:47 || Estimated Time: 1 day, 6:50:12
2023-07-26 05:37:21,753 semantic_segmentation INFO: Iters: 87220/150000 || Lr: 0.009133 || Task Loss: 0.4928 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:04 || Estimated Time: 1 day, 6:49:54
2023-07-26 05:37:38,124 semantic_segmentation INFO: Iters: 87230/150000 || Lr: 0.009131 || Task Loss: 0.4636 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:20 || Estimated Time: 1 day, 6:49:35
2023-07-26 05:37:54,704 semantic_segmentation INFO: Iters: 87240/150000 || Lr: 0.009130 || Task Loss: 0.3387 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:36 || Estimated Time: 1 day, 6:49:16
2023-07-26 05:38:11,096 semantic_segmentation INFO: Iters: 87250/150000 || Lr: 0.009129 || Task Loss: 0.4093 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:53 || Estimated Time: 1 day, 6:48:58
2023-07-26 05:38:27,693 semantic_segmentation INFO: Iters: 87260/150000 || Lr: 0.009127 || Task Loss: 0.4819 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:09 || Estimated Time: 1 day, 6:48:39
2023-07-26 05:38:44,282 semantic_segmentation INFO: Iters: 87270/150000 || Lr: 0.009126 || Task Loss: 0.4202 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:26 || Estimated Time: 1 day, 6:48:21
2023-07-26 05:39:00,641 semantic_segmentation INFO: Iters: 87280/150000 || Lr: 0.009125 || Task Loss: 0.6367 || KD Loss: 0.1731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:42 || Estimated Time: 1 day, 6:48:02
2023-07-26 05:39:17,057 semantic_segmentation INFO: Iters: 87290/150000 || Lr: 0.009123 || Task Loss: 0.5218 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:59 || Estimated Time: 1 day, 6:47:44
2023-07-26 05:39:33,588 semantic_segmentation INFO: Iters: 87300/150000 || Lr: 0.009122 || Task Loss: 0.4171 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:15 || Estimated Time: 1 day, 6:47:25
2023-07-26 05:39:50,076 semantic_segmentation INFO: Iters: 87310/150000 || Lr: 0.009121 || Task Loss: 0.4257 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:32 || Estimated Time: 1 day, 6:47:07
2023-07-26 05:40:06,560 semantic_segmentation INFO: Iters: 87320/150000 || Lr: 0.009119 || Task Loss: 0.5231 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:48 || Estimated Time: 1 day, 6:46:48
2023-07-26 05:40:22,988 semantic_segmentation INFO: Iters: 87330/150000 || Lr: 0.009118 || Task Loss: 0.4201 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:05 || Estimated Time: 1 day, 6:46:30
2023-07-26 05:40:39,437 semantic_segmentation INFO: Iters: 87340/150000 || Lr: 0.009117 || Task Loss: 0.4628 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:21 || Estimated Time: 1 day, 6:46:11
2023-07-26 05:40:55,961 semantic_segmentation INFO: Iters: 87350/150000 || Lr: 0.009116 || Task Loss: 0.5077 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:38 || Estimated Time: 1 day, 6:45:52
2023-07-26 05:41:12,348 semantic_segmentation INFO: Iters: 87360/150000 || Lr: 0.009114 || Task Loss: 0.5719 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:54 || Estimated Time: 1 day, 6:45:34
2023-07-26 05:41:28,932 semantic_segmentation INFO: Iters: 87370/150000 || Lr: 0.009113 || Task Loss: 0.5795 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:11 || Estimated Time: 1 day, 6:45:15
2023-07-26 05:41:45,446 semantic_segmentation INFO: Iters: 87380/150000 || Lr: 0.009112 || Task Loss: 0.4690 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:27 || Estimated Time: 1 day, 6:44:57
2023-07-26 05:42:01,870 semantic_segmentation INFO: Iters: 87390/150000 || Lr: 0.009110 || Task Loss: 0.3863 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:44 || Estimated Time: 1 day, 6:44:38
2023-07-26 05:42:18,329 semantic_segmentation INFO: Iters: 87400/150000 || Lr: 0.009109 || Task Loss: 0.3794 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:00 || Estimated Time: 1 day, 6:44:20
2023-07-26 05:42:34,866 semantic_segmentation INFO: Iters: 87410/150000 || Lr: 0.009108 || Task Loss: 0.5095 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:17 || Estimated Time: 1 day, 6:44:01
2023-07-26 05:42:51,421 semantic_segmentation INFO: Iters: 87420/150000 || Lr: 0.009106 || Task Loss: 0.3750 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:33 || Estimated Time: 1 day, 6:43:43
2023-07-26 05:43:07,979 semantic_segmentation INFO: Iters: 87430/150000 || Lr: 0.009105 || Task Loss: 0.6642 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:50 || Estimated Time: 1 day, 6:43:24
2023-07-26 05:43:24,533 semantic_segmentation INFO: Iters: 87440/150000 || Lr: 0.009104 || Task Loss: 0.3527 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:06 || Estimated Time: 1 day, 6:43:06
2023-07-26 05:43:41,024 semantic_segmentation INFO: Iters: 87450/150000 || Lr: 0.009102 || Task Loss: 0.3037 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:23 || Estimated Time: 1 day, 6:42:47
2023-07-26 05:43:57,424 semantic_segmentation INFO: Iters: 87460/150000 || Lr: 0.009101 || Task Loss: 0.6353 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:39 || Estimated Time: 1 day, 6:42:29
2023-07-26 05:44:13,984 semantic_segmentation INFO: Iters: 87470/150000 || Lr: 0.009100 || Task Loss: 0.4393 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:56 || Estimated Time: 1 day, 6:42:10
2023-07-26 05:44:30,591 semantic_segmentation INFO: Iters: 87480/150000 || Lr: 0.009099 || Task Loss: 0.6649 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:57:12 || Estimated Time: 1 day, 6:41:52
2023-07-26 05:44:47,041 semantic_segmentation INFO: Iters: 87490/150000 || Lr: 0.009097 || Task Loss: 0.6982 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:57:29 || Estimated Time: 1 day, 6:41:33
2023-07-26 05:45:03,530 semantic_segmentation INFO: Iters: 87500/150000 || Lr: 0.009096 || Task Loss: 0.5801 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:57:45 || Estimated Time: 1 day, 6:41:15
2023-07-26 05:45:19,963 semantic_segmentation INFO: Iters: 87510/150000 || Lr: 0.009095 || Task Loss: 0.5228 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:02 || Estimated Time: 1 day, 6:40:56
2023-07-26 05:45:36,507 semantic_segmentation INFO: Iters: 87520/150000 || Lr: 0.009093 || Task Loss: 0.3054 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:18 || Estimated Time: 1 day, 6:40:38
2023-07-26 05:45:52,917 semantic_segmentation INFO: Iters: 87530/150000 || Lr: 0.009092 || Task Loss: 0.4976 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:35 || Estimated Time: 1 day, 6:40:19
2023-07-26 05:46:09,301 semantic_segmentation INFO: Iters: 87540/150000 || Lr: 0.009091 || Task Loss: 0.6049 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:51 || Estimated Time: 1 day, 6:40:00
2023-07-26 05:46:25,892 semantic_segmentation INFO: Iters: 87550/150000 || Lr: 0.009089 || Task Loss: 0.4688 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:08 || Estimated Time: 1 day, 6:39:42
2023-07-26 05:46:42,265 semantic_segmentation INFO: Iters: 87560/150000 || Lr: 0.009088 || Task Loss: 0.3697 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:24 || Estimated Time: 1 day, 6:39:23
2023-07-26 05:46:58,745 semantic_segmentation INFO: Iters: 87570/150000 || Lr: 0.009087 || Task Loss: 0.5502 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:41 || Estimated Time: 1 day, 6:39:05
2023-07-26 05:47:15,234 semantic_segmentation INFO: Iters: 87580/150000 || Lr: 0.009085 || Task Loss: 0.4613 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:57 || Estimated Time: 1 day, 6:38:46
2023-07-26 05:47:31,626 semantic_segmentation INFO: Iters: 87590/150000 || Lr: 0.009084 || Task Loss: 0.4565 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:13 || Estimated Time: 1 day, 6:38:28
2023-07-26 05:47:48,102 semantic_segmentation INFO: Iters: 87600/150000 || Lr: 0.009083 || Task Loss: 0.4146 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:30 || Estimated Time: 1 day, 6:38:09
2023-07-26 05:48:04,617 semantic_segmentation INFO: Iters: 87610/150000 || Lr: 0.009082 || Task Loss: 0.4908 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:46 || Estimated Time: 1 day, 6:37:51
2023-07-26 05:48:21,189 semantic_segmentation INFO: Iters: 87620/150000 || Lr: 0.009080 || Task Loss: 0.6514 || KD Loss: 0.2095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:03 || Estimated Time: 1 day, 6:37:32
2023-07-26 05:48:37,622 semantic_segmentation INFO: Iters: 87630/150000 || Lr: 0.009079 || Task Loss: 0.7581 || KD Loss: 0.2471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:19 || Estimated Time: 1 day, 6:37:14
2023-07-26 05:48:54,156 semantic_segmentation INFO: Iters: 87640/150000 || Lr: 0.009078 || Task Loss: 0.7069 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:36 || Estimated Time: 1 day, 6:36:55
2023-07-26 05:49:10,497 semantic_segmentation INFO: Iters: 87650/150000 || Lr: 0.009076 || Task Loss: 0.4709 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:52 || Estimated Time: 1 day, 6:36:37
2023-07-26 05:49:27,021 semantic_segmentation INFO: Iters: 87660/150000 || Lr: 0.009075 || Task Loss: 0.4346 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:09 || Estimated Time: 1 day, 6:36:18
2023-07-26 05:49:43,510 semantic_segmentation INFO: Iters: 87670/150000 || Lr: 0.009074 || Task Loss: 0.6655 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:25 || Estimated Time: 1 day, 6:36:00
2023-07-26 05:50:00,027 semantic_segmentation INFO: Iters: 87680/150000 || Lr: 0.009072 || Task Loss: 0.4761 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:42 || Estimated Time: 1 day, 6:35:41
2023-07-26 05:50:16,486 semantic_segmentation INFO: Iters: 87690/150000 || Lr: 0.009071 || Task Loss: 0.3991 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:58 || Estimated Time: 1 day, 6:35:23
2023-07-26 05:50:33,076 semantic_segmentation INFO: Iters: 87700/150000 || Lr: 0.009070 || Task Loss: 0.6953 || KD Loss: 0.2062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:03:15 || Estimated Time: 1 day, 6:35:04
2023-07-26 05:50:49,667 semantic_segmentation INFO: Iters: 87710/150000 || Lr: 0.009068 || Task Loss: 0.5772 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:03:31 || Estimated Time: 1 day, 6:34:46
2023-07-26 05:51:06,109 semantic_segmentation INFO: Iters: 87720/150000 || Lr: 0.009067 || Task Loss: 0.6506 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:03:48 || Estimated Time: 1 day, 6:34:27
2023-07-26 05:51:22,628 semantic_segmentation INFO: Iters: 87730/150000 || Lr: 0.009066 || Task Loss: 0.4676 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:04 || Estimated Time: 1 day, 6:34:09
2023-07-26 05:51:39,177 semantic_segmentation INFO: Iters: 87740/150000 || Lr: 0.009064 || Task Loss: 0.6509 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:21 || Estimated Time: 1 day, 6:33:50
2023-07-26 05:51:55,624 semantic_segmentation INFO: Iters: 87750/150000 || Lr: 0.009063 || Task Loss: 0.4017 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:37 || Estimated Time: 1 day, 6:33:32
2023-07-26 05:52:12,216 semantic_segmentation INFO: Iters: 87760/150000 || Lr: 0.009062 || Task Loss: 0.5165 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:54 || Estimated Time: 1 day, 6:33:13
2023-07-26 05:52:28,677 semantic_segmentation INFO: Iters: 87770/150000 || Lr: 0.009061 || Task Loss: 0.4372 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:10 || Estimated Time: 1 day, 6:32:55
2023-07-26 05:52:45,179 semantic_segmentation INFO: Iters: 87780/150000 || Lr: 0.009059 || Task Loss: 0.6529 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:27 || Estimated Time: 1 day, 6:32:36
2023-07-26 05:53:01,648 semantic_segmentation INFO: Iters: 87790/150000 || Lr: 0.009058 || Task Loss: 0.4925 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:43 || Estimated Time: 1 day, 6:32:18
2023-07-26 05:53:18,161 semantic_segmentation INFO: Iters: 87800/150000 || Lr: 0.009057 || Task Loss: 0.4578 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:00 || Estimated Time: 1 day, 6:31:59
2023-07-26 05:53:34,658 semantic_segmentation INFO: Iters: 87810/150000 || Lr: 0.009055 || Task Loss: 0.5403 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:16 || Estimated Time: 1 day, 6:31:41
2023-07-26 05:53:51,132 semantic_segmentation INFO: Iters: 87820/150000 || Lr: 0.009054 || Task Loss: 0.5309 || KD Loss: 0.1422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:33 || Estimated Time: 1 day, 6:31:22
2023-07-26 05:54:07,656 semantic_segmentation INFO: Iters: 87830/150000 || Lr: 0.009053 || Task Loss: 0.5610 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:49 || Estimated Time: 1 day, 6:31:04
2023-07-26 05:54:24,086 semantic_segmentation INFO: Iters: 87840/150000 || Lr: 0.009051 || Task Loss: 0.4089 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:06 || Estimated Time: 1 day, 6:30:45
2023-07-26 05:54:40,566 semantic_segmentation INFO: Iters: 87850/150000 || Lr: 0.009050 || Task Loss: 0.4236 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:22 || Estimated Time: 1 day, 6:30:27
2023-07-26 05:54:57,066 semantic_segmentation INFO: Iters: 87860/150000 || Lr: 0.009049 || Task Loss: 0.3900 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:39 || Estimated Time: 1 day, 6:30:08
2023-07-26 05:55:13,576 semantic_segmentation INFO: Iters: 87870/150000 || Lr: 0.009047 || Task Loss: 0.4081 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:55 || Estimated Time: 1 day, 6:29:50
2023-07-26 05:55:30,031 semantic_segmentation INFO: Iters: 87880/150000 || Lr: 0.009046 || Task Loss: 0.2862 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:12 || Estimated Time: 1 day, 6:29:31
2023-07-26 05:55:46,530 semantic_segmentation INFO: Iters: 87890/150000 || Lr: 0.009045 || Task Loss: 0.4996 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:28 || Estimated Time: 1 day, 6:29:13
2023-07-26 05:56:03,017 semantic_segmentation INFO: Iters: 87900/150000 || Lr: 0.009044 || Task Loss: 0.4670 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:45 || Estimated Time: 1 day, 6:28:54
2023-07-26 05:56:19,549 semantic_segmentation INFO: Iters: 87910/150000 || Lr: 0.009042 || Task Loss: 0.4986 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:01 || Estimated Time: 1 day, 6:28:36
2023-07-26 05:56:36,343 semantic_segmentation INFO: Iters: 87920/150000 || Lr: 0.009041 || Task Loss: 0.4908 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:18 || Estimated Time: 1 day, 6:28:17
2023-07-26 05:56:52,761 semantic_segmentation INFO: Iters: 87930/150000 || Lr: 0.009040 || Task Loss: 0.4788 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:35 || Estimated Time: 1 day, 6:27:59
2023-07-26 05:57:09,149 semantic_segmentation INFO: Iters: 87940/150000 || Lr: 0.009038 || Task Loss: 0.6776 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:51 || Estimated Time: 1 day, 6:27:40
2023-07-26 05:57:25,548 semantic_segmentation INFO: Iters: 87950/150000 || Lr: 0.009037 || Task Loss: 0.5843 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:07 || Estimated Time: 1 day, 6:27:22
2023-07-26 05:57:42,142 semantic_segmentation INFO: Iters: 87960/150000 || Lr: 0.009036 || Task Loss: 0.3678 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:24 || Estimated Time: 1 day, 6:27:03
2023-07-26 05:57:58,527 semantic_segmentation INFO: Iters: 87970/150000 || Lr: 0.009034 || Task Loss: 0.6525 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:40 || Estimated Time: 1 day, 6:26:45
2023-07-26 05:58:15,125 semantic_segmentation INFO: Iters: 87980/150000 || Lr: 0.009033 || Task Loss: 0.3738 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:57 || Estimated Time: 1 day, 6:26:26
2023-07-26 05:58:31,697 semantic_segmentation INFO: Iters: 87990/150000 || Lr: 0.009032 || Task Loss: 0.6206 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:13 || Estimated Time: 1 day, 6:26:08
2023-07-26 05:58:48,069 semantic_segmentation INFO: Iters: 88000/150000 || Lr: 0.009030 || Task Loss: 0.6439 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:30 || Estimated Time: 1 day, 6:25:49
2023-07-26 05:58:48,195 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 05:58:48,597 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.987, mIoU: 0.092
2023-07-26 05:58:48,611 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.127
2023-07-26 05:58:48,622 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.160
2023-07-26 05:58:48,636 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.162
2023-07-26 05:58:48,649 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.235
2023-07-26 05:58:48,661 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.281
2023-07-26 05:58:48,674 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.322
2023-07-26 05:58:48,688 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.326
2023-07-26 05:58:48,701 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.363
2023-07-26 05:58:48,714 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.405
2023-07-26 05:58:48,728 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.407
2023-07-26 05:58:48,742 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.402
2023-07-26 05:58:48,753 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.900, mIoU: 0.395
2023-07-26 05:58:48,767 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.370
2023-07-26 05:58:48,782 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.899, mIoU: 0.360
2023-07-26 05:58:48,794 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.902, mIoU: 0.356
2023-07-26 05:58:48,805 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.348
2023-07-26 05:58:48,817 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.348
2023-07-26 05:58:48,831 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.900, mIoU: 0.349
2023-07-26 05:58:48,847 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.902, mIoU: 0.394
2023-07-26 05:58:48,861 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.905, mIoU: 0.395
2023-07-26 05:58:48,877 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.905, mIoU: 0.403
2023-07-26 05:58:48,891 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.904, mIoU: 0.434
2023-07-26 05:58:48,907 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.434
2023-07-26 05:58:48,922 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.907, mIoU: 0.435
2023-07-26 05:58:48,935 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.443
2023-07-26 05:58:48,950 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.905, mIoU: 0.439
2023-07-26 05:58:48,961 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.907, mIoU: 0.438
2023-07-26 05:58:48,976 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.426
2023-07-26 05:58:48,990 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.427
2023-07-26 05:58:49,004 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.429
2023-07-26 05:58:49,019 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.910, mIoU: 0.428
2023-07-26 05:58:49,034 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.913, mIoU: 0.437
2023-07-26 05:58:49,048 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.913, mIoU: 0.433
2023-07-26 05:58:49,063 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.895, mIoU: 0.454
2023-07-26 05:58:49,077 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.455
2023-07-26 05:58:49,090 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.455
2023-07-26 05:58:49,102 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.901, mIoU: 0.499
2023-07-26 05:58:49,118 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.490
2023-07-26 05:58:49,131 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.898, mIoU: 0.489
2023-07-26 05:58:49,144 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.895, mIoU: 0.510
2023-07-26 05:58:49,158 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.898, mIoU: 0.509
2023-07-26 05:58:49,172 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.510
2023-07-26 05:58:49,186 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.510
2023-07-26 05:58:49,201 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.520
2023-07-26 05:58:49,217 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.899, mIoU: 0.524
2023-07-26 05:58:49,230 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.901, mIoU: 0.528
2023-07-26 05:58:49,243 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.902, mIoU: 0.529
2023-07-26 05:58:49,257 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.902, mIoU: 0.529
2023-07-26 05:58:49,274 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.530
2023-07-26 05:58:49,290 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.525
2023-07-26 05:58:49,305 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.525
2023-07-26 05:58:49,319 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-26 05:58:49,335 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.522
2023-07-26 05:58:49,350 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.904, mIoU: 0.522
2023-07-26 05:58:49,364 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.520
2023-07-26 05:58:49,379 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.904, mIoU: 0.519
2023-07-26 05:58:49,395 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.519
2023-07-26 05:58:49,408 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.907, mIoU: 0.521
2023-07-26 05:58:49,422 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.564
2023-07-26 05:58:49,435 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.903, mIoU: 0.559
2023-07-26 05:58:49,449 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.904, mIoU: 0.557
2023-07-26 05:58:49,462 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.905, mIoU: 0.556
2023-07-26 05:58:49,479 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.563
2023-07-26 05:58:49,492 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.564
2023-07-26 05:58:49,506 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.908, mIoU: 0.563
2023-07-26 05:58:49,520 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.564
2023-07-26 05:58:49,533 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-26 05:58:49,547 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.610
2023-07-26 05:58:49,562 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-26 05:58:49,577 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 05:58:49,589 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 05:58:49,604 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 05:58:49,618 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 05:58:49,632 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 05:58:49,646 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-26 05:58:49,661 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 05:58:49,684 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-26 05:58:49,713 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 05:58:49,727 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 05:58:49,742 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:58:49,756 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 05:58:49,772 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 05:58:49,787 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 05:58:49,802 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 05:58:49,817 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 05:58:49,832 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:58:49,846 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 05:58:49,861 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 05:58:49,877 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 05:58:49,892 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:49,907 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.899, mIoU: 0.618
2023-07-26 05:58:49,923 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.898, mIoU: 0.617
2023-07-26 05:58:49,939 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.617
2023-07-26 05:58:49,953 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.618
2023-07-26 05:58:49,967 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.620
2023-07-26 05:58:49,982 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.901, mIoU: 0.619
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2023-07-26 05:58:50,010 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.902, mIoU: 0.618
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2023-07-26 05:58:50,079 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.903, mIoU: 0.615
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2023-07-26 05:58:50,108 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-26 05:58:50,120 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 05:58:50,133 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 05:58:50,145 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 05:58:50,158 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-26 05:58:50,172 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.904, mIoU: 0.614
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2023-07-26 05:58:50,201 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.904, mIoU: 0.616
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2023-07-26 05:58:50,227 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:58:50,241 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 05:58:50,254 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 05:58:50,268 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 05:58:50,283 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 05:58:50,296 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 05:58:50,309 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 05:58:50,324 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 05:58:50,338 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 05:58:50,347 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 05:58:50,358 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 05:58:50,374 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 05:58:50,382 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 05:58:50,395 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 05:58:50,425 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.907, mIoU: 0.614
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2023-07-26 05:58:50,452 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:58:50,465 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 05:58:50,477 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 05:58:50,492 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-26 05:58:50,520 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 05:58:50,533 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 05:58:50,660 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.624
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2023-07-26 05:58:50,690 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 05:58:50,703 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.628
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2023-07-26 05:58:50,730 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 05:58:50,743 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.908, mIoU: 0.627
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2023-07-26 05:58:50,817 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 05:58:50,833 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.910, mIoU: 0.630
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2023-07-26 05:58:50,889 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 05:58:50,902 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 05:58:50,914 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 05:58:50,929 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 05:58:50,958 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 05:58:50,974 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-26 05:58:51,671 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 05:58:54,434 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-26 05:58:54,507 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-26 05:58:54,521 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 05:58:54,537 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 05:58:54,549 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-26 05:58:54,567 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 05:58:54,580 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-26 05:58:54,595 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 05:58:54,611 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-26 05:58:54,640 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 05:58:54,655 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 05:58:54,668 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 05:58:54,684 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.895, mIoU: 0.585
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2023-07-26 05:58:54,713 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 05:58:54,728 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-26 05:58:54,742 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 05:58:54,756 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 05:58:54,771 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 05:58:54,785 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 05:58:54,799 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 05:58:54,813 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 05:58:54,827 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 05:58:54,839 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 05:58:54,851 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 05:58:54,867 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 05:58:54,881 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 05:58:54,896 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 05:58:54,910 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:54,922 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:54,936 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:54,949 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:54,959 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:54,972 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:54,986 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,000 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,014 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,029 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,044 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 05:58:55,058 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 05:58:55,066 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 05:58:55,076 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-26 05:58:55,088 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,101 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,116 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,129 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-26 05:58:55,144 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:55,160 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-26 05:58:55,175 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 05:58:55,190 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 05:58:55,204 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 05:58:55,217 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-26 05:58:55,232 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 05:58:55,246 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 05:58:55,259 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 05:58:55,274 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 05:58:55,286 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 05:58:55,300 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 05:58:55,314 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 05:58:55,329 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-26 05:58:55,343 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 05:58:55,358 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 05:58:55,368 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 05:58:55,381 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 05:58:55,395 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 05:58:55,410 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 05:58:55,422 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 05:58:55,434 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 05:58:55,447 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 05:58:55,461 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 05:58:55,476 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 05:58:55,490 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 05:58:55,499 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 05:58:55,513 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 05:58:55,527 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 05:58:55,540 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 05:58:55,554 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 05:58:55,569 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,582 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,597 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.898, mIoU: 0.595
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2023-07-26 05:58:55,625 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,640 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,655 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 05:58:55,670 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 05:58:55,684 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,696 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,711 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,726 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 05:58:55,740 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 05:58:55,755 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 05:58:55,771 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 05:58:55,787 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,802 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 05:58:55,815 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 05:58:55,829 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 05:58:55,844 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 05:58:55,859 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 05:58:55,873 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,888 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,901 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,916 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,930 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 05:58:55,943 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 05:58:55,958 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 05:58:55,969 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:55,983 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:55,996 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:56,007 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,019 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,034 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:56,048 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,062 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:56,077 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:56,085 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:56,099 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:56,114 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,130 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,145 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,160 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,173 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:56,187 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,202 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,217 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,232 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,244 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,258 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,272 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,287 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,302 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,315 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:56,329 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:56,345 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:56,360 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:56,373 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:56,388 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:56,402 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:56,415 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:56,429 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,444 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,458 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,473 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,485 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,500 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,514 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 05:58:56,530 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:56,540 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 05:58:56,555 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:56,570 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:56,583 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:56,598 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 05:58:56,611 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 05:58:56,626 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 05:58:56,641 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:56,655 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.898, mIoU: 0.600
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2023-07-26 05:58:57,218 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,233 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,245 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,260 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,273 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,287 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,302 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,316 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,331 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,345 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 05:58:57,360 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:57,374 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 05:58:57,388 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:57,402 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 05:58:57,417 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 05:58:57,435 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.898, mIoU: 0.604
2023-07-26 05:58:57,450 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:57,466 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 05:58:57,476 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 05:58:57,489 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,504 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,516 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,531 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,544 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,557 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,572 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 05:58:57,588 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,603 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,619 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,631 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,645 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,658 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,673 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,687 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,702 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,717 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,732 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,746 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,759 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,774 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:58:57,788 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,801 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,814 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,828 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,843 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,858 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,871 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,885 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,901 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,915 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,928 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,940 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,948 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 05:58:57,962 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 05:58:57,978 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 05:58:57,992 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 05:58:58,008 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,023 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,038 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,054 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,069 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,081 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,096 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,110 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,124 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,139 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,151 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,164 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,177 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,190 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,203 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:58:58,216 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:58:58,229 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:58:58,243 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:58:58,258 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 05:58:58,269 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:58:58,283 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,296 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,306 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,321 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,335 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:58:58,350 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,364 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,378 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,393 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,407 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,422 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,437 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,454 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,470 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,484 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,500 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:58:58,513 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,525 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,538 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:58:58,553 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:58:58,569 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,582 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,595 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:58:58,609 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,623 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,638 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,653 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,668 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:58:58,680 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:58:58,695 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,707 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,721 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,735 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,749 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,764 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:58:58,777 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,792 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,808 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,821 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,834 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,849 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:58:58,865 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,880 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,895 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:58:58,907 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:58:58,920 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:58:58,934 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:58:58,947 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:58:58,962 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:58,978 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:58:58,991 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:58:59,006 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:58:59,019 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:58:59,034 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:58:59,049 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,062 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,075 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,090 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,105 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:59,118 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:58:59,133 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:58:59,147 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:58:59,161 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:58:59,174 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:58:59,189 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,204 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,220 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,233 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,247 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,259 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,274 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,287 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,300 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,314 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,328 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,341 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,355 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,370 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:58:59,385 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:58:59,400 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:58:59,412 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:58:59,424 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:58:59,438 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,451 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,464 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,477 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,493 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,506 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,519 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,533 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,548 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,563 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,578 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,591 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,604 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,618 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:58:59,633 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:58:59,649 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:58:59,664 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:58:59,676 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:58:59,689 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,701 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,717 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,732 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,746 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,760 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,771 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,784 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,799 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,813 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,826 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,840 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:58:59,853 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,868 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,881 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,895 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:58:59,908 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,922 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,937 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,949 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:58:59,964 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:58:59,978 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:58:59,993 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,007 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,022 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,037 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,051 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,065 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:00,080 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:00,095 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,108 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,121 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,134 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 05:59:00,150 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 05:59:00,163 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,179 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,194 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,205 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,219 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 05:59:00,235 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 05:59:00,249 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 05:59:00,262 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,277 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,291 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,304 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,318 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,333 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,347 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,359 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,370 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,386 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,401 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,415 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,427 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:00,442 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,457 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:00,472 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,486 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,499 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,514 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,527 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,542 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,556 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,569 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,585 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,597 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:00,612 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,627 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,642 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,655 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,670 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,683 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,697 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,712 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,726 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,741 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,755 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,765 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,778 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,791 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,805 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:00,819 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:00,834 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,847 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,861 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,876 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,890 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,905 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:00,920 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,933 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,949 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,964 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,978 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:00,991 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,006 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,020 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,035 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,048 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,062 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,077 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,089 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:01,103 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,117 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:01,130 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:01,144 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:01,156 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:01,170 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,184 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,199 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:01,213 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,227 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,242 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,254 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,267 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,282 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,295 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,308 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,323 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,338 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,353 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,369 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,382 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,395 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,411 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,425 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,438 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,452 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,465 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:01,480 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:01,494 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:01,510 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,525 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,539 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,548 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,564 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,579 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,592 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,606 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,621 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,636 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,648 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,663 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,677 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,691 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,706 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,720 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,736 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,751 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,763 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,777 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,791 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,805 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 05:59:01,817 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,831 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,846 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,860 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,866 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:01,879 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,891 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,904 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,915 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:01,930 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,944 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,959 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:01,970 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,983 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:01,997 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,008 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,023 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,036 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:02,050 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,065 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,080 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,094 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,105 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,118 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,133 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,147 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,162 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,176 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,189 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,199 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,210 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,223 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,234 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,249 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,261 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:02,276 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:02,291 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,306 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,319 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:02,334 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 05:59:02,348 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 05:59:02,363 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,377 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,391 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,405 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:02,419 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:02,434 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:02,447 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,459 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,473 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,486 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,502 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,515 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,530 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,545 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,563 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,579 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,592 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,607 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,623 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,638 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,653 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 05:59:02,666 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 05:59:02,679 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 05:59:02,693 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 05:59:02,707 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 05:59:02,721 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 05:59:02,735 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,750 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,764 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 05:59:02,778 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,792 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,804 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,819 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 05:59:02,829 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,841 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,855 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 05:59:02,866 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 05:59:02,880 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 05:59:02,895 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 05:59:02,909 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:02,924 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:02,940 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:02,954 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:02,969 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:02,981 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:02,996 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,008 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,022 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,037 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,050 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,064 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,077 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:03,092 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,106 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 05:59:03,121 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,136 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,150 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,163 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,175 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:03,191 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 05:59:03,205 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,219 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,235 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,250 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,264 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,278 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,291 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,306 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,321 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,336 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,349 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,362 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,376 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,391 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,405 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,420 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,434 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,448 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,462 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,476 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,491 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,506 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,520 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,535 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,548 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,563 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,578 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,593 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,605 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,620 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,634 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,650 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,663 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,678 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,692 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,706 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,721 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,736 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,750 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,763 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,777 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:03,792 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,805 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,819 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,831 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:03,840 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,854 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,868 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:03,881 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:03,895 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:03,909 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:03,923 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:03,936 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:03,950 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:03,965 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:03,980 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:03,996 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:04,010 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:04,027 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:04,041 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,054 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,069 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,084 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,098 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,111 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,123 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,137 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,152 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,166 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,180 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:04,192 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,206 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,220 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,232 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,246 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,261 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,275 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,289 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,301 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,315 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,331 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,346 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,361 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,374 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,389 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,402 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,415 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,427 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,443 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,458 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,473 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:04,488 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,498 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:04,511 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,527 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,541 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,553 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,567 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,583 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,597 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,609 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,622 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,636 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,649 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 05:59:04,663 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,675 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,687 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,701 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,715 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,729 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,743 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:04,755 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:04,769 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:04,783 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:04,794 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:04,808 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:04,822 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,836 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,850 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,862 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,874 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,888 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,902 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,916 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:04,928 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,943 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,959 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:04,973 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:04,983 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:04,998 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,014 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,029 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,043 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,056 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,070 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,084 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,097 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,112 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,127 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,142 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,157 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,172 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,186 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,200 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,214 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,227 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,241 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 05:59:05,255 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 05:59:05,270 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,282 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,296 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,307 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,321 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,336 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,350 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,363 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,379 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,395 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 05:59:05,410 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,422 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,437 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,452 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,463 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,478 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,493 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,508 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 05:59:05,521 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 05:59:05,534 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 05:59:05,549 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 05:59:05,563 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,577 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,589 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 05:59:05,604 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,616 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 05:59:05,629 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 05:59:05,643 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,657 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,671 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,685 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,701 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,713 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,728 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,741 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 05:59:05,756 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,771 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,784 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,797 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,813 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,828 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 05:59:05,843 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,856 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,869 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,884 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,899 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:05,912 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,925 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:05,940 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:05,955 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:05,969 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:05,983 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:05,997 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,012 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,024 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:06,037 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:06,051 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:06,064 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 05:59:06,077 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,091 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,105 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,119 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 05:59:06,132 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,146 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:06,159 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,174 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:06,188 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 05:59:06,203 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:06,218 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,232 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,247 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,262 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,275 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,287 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,302 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,317 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,330 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,344 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,360 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,374 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:06,388 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:06,403 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,417 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,431 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,444 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,457 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,469 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,482 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,494 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,508 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,523 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,535 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,548 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,562 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,573 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,587 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,602 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,617 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,632 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,647 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,659 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,674 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,689 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:59:06,701 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:59:06,717 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:59:06,732 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 05:59:06,747 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,760 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,775 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,790 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,804 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,818 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,830 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,845 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:06,859 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,874 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,888 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,900 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,914 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,928 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,942 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,957 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,971 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:06,985 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,001 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,011 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,025 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,037 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,050 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,067 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,082 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,096 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,109 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,122 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,135 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,150 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,164 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,179 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,194 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,207 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,221 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,236 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,249 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,263 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,277 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,290 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,304 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,315 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,330 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,345 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,359 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,373 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,385 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,398 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,412 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,426 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,440 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,452 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,465 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,479 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,493 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,508 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,520 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,534 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,550 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,565 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,579 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,594 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,601 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,616 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,628 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,641 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,655 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,670 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:07,684 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,699 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,714 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,729 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:07,744 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,756 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,771 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,787 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,801 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,816 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,831 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,847 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,860 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,874 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,888 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,902 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,915 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,928 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,942 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,956 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 05:59:07,970 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,985 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:07,999 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,014 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,028 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,041 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,056 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,069 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,083 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,098 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,113 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,128 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,140 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 05:59:08,156 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,170 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,185 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,199 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,214 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,228 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,242 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,255 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,269 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,281 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,296 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,310 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,324 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,338 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,352 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,365 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,374 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,388 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,401 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,415 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,430 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 05:59:08,445 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:08,460 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:08,471 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:08,480 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 05:59:08,497 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,512 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,527 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,540 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,555 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,569 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,583 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,598 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,612 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,625 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,639 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,651 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,665 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,679 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,692 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,704 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,718 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,732 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 05:59:08,745 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:59:08,760 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:59:08,772 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:59:08,785 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:59:08,798 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 05:59:08,814 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 05:59:25,328 semantic_segmentation INFO: Iters: 88010/150000 || Lr: 0.009029 || Task Loss: 0.4984 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:07 || Estimated Time: 1 day, 6:25:45
2023-07-26 05:59:41,737 semantic_segmentation INFO: Iters: 88020/150000 || Lr: 0.009028 || Task Loss: 0.5737 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:24 || Estimated Time: 1 day, 6:25:27
2023-07-26 05:59:58,125 semantic_segmentation INFO: Iters: 88030/150000 || Lr: 0.009026 || Task Loss: 0.4326 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:40 || Estimated Time: 1 day, 6:25:08
2023-07-26 06:00:14,660 semantic_segmentation INFO: Iters: 88040/150000 || Lr: 0.009025 || Task Loss: 0.7427 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:56 || Estimated Time: 1 day, 6:24:50
2023-07-26 06:00:31,088 semantic_segmentation INFO: Iters: 88050/150000 || Lr: 0.009024 || Task Loss: 0.5380 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:13 || Estimated Time: 1 day, 6:24:31
2023-07-26 06:00:47,542 semantic_segmentation INFO: Iters: 88060/150000 || Lr: 0.009023 || Task Loss: 0.4218 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:29 || Estimated Time: 1 day, 6:24:13
2023-07-26 06:01:04,064 semantic_segmentation INFO: Iters: 88070/150000 || Lr: 0.009021 || Task Loss: 0.6944 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:46 || Estimated Time: 1 day, 6:23:54
2023-07-26 06:01:20,648 semantic_segmentation INFO: Iters: 88080/150000 || Lr: 0.009020 || Task Loss: 0.5671 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:02 || Estimated Time: 1 day, 6:23:36
2023-07-26 06:01:37,043 semantic_segmentation INFO: Iters: 88090/150000 || Lr: 0.009019 || Task Loss: 0.6150 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:19 || Estimated Time: 1 day, 6:23:17
2023-07-26 06:01:53,613 semantic_segmentation INFO: Iters: 88100/150000 || Lr: 0.009017 || Task Loss: 0.2899 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:35 || Estimated Time: 1 day, 6:22:59
2023-07-26 06:02:10,009 semantic_segmentation INFO: Iters: 88110/150000 || Lr: 0.009016 || Task Loss: 0.6410 || KD Loss: 0.1529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:52 || Estimated Time: 1 day, 6:22:40
2023-07-26 06:02:26,403 semantic_segmentation INFO: Iters: 88120/150000 || Lr: 0.009015 || Task Loss: 0.5242 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:08 || Estimated Time: 1 day, 6:22:22
2023-07-26 06:02:42,913 semantic_segmentation INFO: Iters: 88130/150000 || Lr: 0.009013 || Task Loss: 0.4200 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:25 || Estimated Time: 1 day, 6:22:03
2023-07-26 06:02:59,344 semantic_segmentation INFO: Iters: 88140/150000 || Lr: 0.009012 || Task Loss: 0.4347 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:41 || Estimated Time: 1 day, 6:21:45
2023-07-26 06:03:15,751 semantic_segmentation INFO: Iters: 88150/150000 || Lr: 0.009011 || Task Loss: 0.4584 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:58 || Estimated Time: 1 day, 6:21:26
2023-07-26 06:03:32,137 semantic_segmentation INFO: Iters: 88160/150000 || Lr: 0.009009 || Task Loss: 0.4524 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:14 || Estimated Time: 1 day, 6:21:07
2023-07-26 06:03:48,520 semantic_segmentation INFO: Iters: 88170/150000 || Lr: 0.009008 || Task Loss: 0.5374 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:30 || Estimated Time: 1 day, 6:20:49
2023-07-26 06:04:04,896 semantic_segmentation INFO: Iters: 88180/150000 || Lr: 0.009007 || Task Loss: 0.5094 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:47 || Estimated Time: 1 day, 6:20:30
2023-07-26 06:04:21,476 semantic_segmentation INFO: Iters: 88190/150000 || Lr: 0.009005 || Task Loss: 0.4898 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:03 || Estimated Time: 1 day, 6:20:12
2023-07-26 06:04:37,867 semantic_segmentation INFO: Iters: 88200/150000 || Lr: 0.009004 || Task Loss: 0.5300 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:20 || Estimated Time: 1 day, 6:19:53
2023-07-26 06:04:54,248 semantic_segmentation INFO: Iters: 88210/150000 || Lr: 0.009003 || Task Loss: 0.4450 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:36 || Estimated Time: 1 day, 6:19:35
2023-07-26 06:05:10,828 semantic_segmentation INFO: Iters: 88220/150000 || Lr: 0.009002 || Task Loss: 0.6792 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:53 || Estimated Time: 1 day, 6:19:16
2023-07-26 06:05:27,238 semantic_segmentation INFO: Iters: 88230/150000 || Lr: 0.009000 || Task Loss: 0.7367 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:09 || Estimated Time: 1 day, 6:18:58
2023-07-26 06:05:43,694 semantic_segmentation INFO: Iters: 88240/150000 || Lr: 0.008999 || Task Loss: 0.3428 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:25 || Estimated Time: 1 day, 6:18:39
2023-07-26 06:06:00,207 semantic_segmentation INFO: Iters: 88250/150000 || Lr: 0.008998 || Task Loss: 0.4028 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:42 || Estimated Time: 1 day, 6:18:21
2023-07-26 06:06:16,653 semantic_segmentation INFO: Iters: 88260/150000 || Lr: 0.008996 || Task Loss: 0.3553 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:58 || Estimated Time: 1 day, 6:18:02
2023-07-26 06:06:33,332 semantic_segmentation INFO: Iters: 88270/150000 || Lr: 0.008995 || Task Loss: 0.5726 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:15 || Estimated Time: 1 day, 6:17:44
2023-07-26 06:06:49,781 semantic_segmentation INFO: Iters: 88280/150000 || Lr: 0.008994 || Task Loss: 0.4853 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:32 || Estimated Time: 1 day, 6:17:25
2023-07-26 06:07:06,155 semantic_segmentation INFO: Iters: 88290/150000 || Lr: 0.008992 || Task Loss: 0.5152 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:48 || Estimated Time: 1 day, 6:17:07
2023-07-26 06:07:22,734 semantic_segmentation INFO: Iters: 88300/150000 || Lr: 0.008991 || Task Loss: 0.4647 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:05 || Estimated Time: 1 day, 6:16:48
2023-07-26 06:07:39,088 semantic_segmentation INFO: Iters: 88310/150000 || Lr: 0.008990 || Task Loss: 0.5668 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:21 || Estimated Time: 1 day, 6:16:30
2023-07-26 06:07:55,509 semantic_segmentation INFO: Iters: 88320/150000 || Lr: 0.008988 || Task Loss: 0.4805 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:37 || Estimated Time: 1 day, 6:16:11
2023-07-26 06:08:12,074 semantic_segmentation INFO: Iters: 88330/150000 || Lr: 0.008987 || Task Loss: 0.4140 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:54 || Estimated Time: 1 day, 6:15:53
2023-07-26 06:08:28,488 semantic_segmentation INFO: Iters: 88340/150000 || Lr: 0.008986 || Task Loss: 0.5007 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:10 || Estimated Time: 1 day, 6:15:34
2023-07-26 06:08:44,844 semantic_segmentation INFO: Iters: 88350/150000 || Lr: 0.008985 || Task Loss: 0.5434 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:27 || Estimated Time: 1 day, 6:15:16
2023-07-26 06:09:01,257 semantic_segmentation INFO: Iters: 88360/150000 || Lr: 0.008983 || Task Loss: 0.4979 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:43 || Estimated Time: 1 day, 6:14:57
2023-07-26 06:09:17,631 semantic_segmentation INFO: Iters: 88370/150000 || Lr: 0.008982 || Task Loss: 0.3316 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:59 || Estimated Time: 1 day, 6:14:39
2023-07-26 06:09:34,008 semantic_segmentation INFO: Iters: 88380/150000 || Lr: 0.008981 || Task Loss: 0.5052 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:16 || Estimated Time: 1 day, 6:14:20
2023-07-26 06:09:50,399 semantic_segmentation INFO: Iters: 88390/150000 || Lr: 0.008979 || Task Loss: 0.5813 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:32 || Estimated Time: 1 day, 6:14:01
2023-07-26 06:10:06,787 semantic_segmentation INFO: Iters: 88400/150000 || Lr: 0.008978 || Task Loss: 0.3326 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:49 || Estimated Time: 1 day, 6:13:43
2023-07-26 06:10:23,173 semantic_segmentation INFO: Iters: 88410/150000 || Lr: 0.008977 || Task Loss: 0.6443 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:05 || Estimated Time: 1 day, 6:13:24
2023-07-26 06:10:39,724 semantic_segmentation INFO: Iters: 88420/150000 || Lr: 0.008975 || Task Loss: 0.5062 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:22 || Estimated Time: 1 day, 6:13:06
2023-07-26 06:10:56,122 semantic_segmentation INFO: Iters: 88430/150000 || Lr: 0.008974 || Task Loss: 0.5307 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:38 || Estimated Time: 1 day, 6:12:47
2023-07-26 06:11:12,525 semantic_segmentation INFO: Iters: 88440/150000 || Lr: 0.008973 || Task Loss: 0.2886 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:54 || Estimated Time: 1 day, 6:12:29
2023-07-26 06:11:28,903 semantic_segmentation INFO: Iters: 88450/150000 || Lr: 0.008971 || Task Loss: 0.6661 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:11 || Estimated Time: 1 day, 6:12:10
2023-07-26 06:11:45,427 semantic_segmentation INFO: Iters: 88460/150000 || Lr: 0.008970 || Task Loss: 0.5075 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:27 || Estimated Time: 1 day, 6:11:52
2023-07-26 06:12:01,858 semantic_segmentation INFO: Iters: 88470/150000 || Lr: 0.008969 || Task Loss: 0.4871 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:44 || Estimated Time: 1 day, 6:11:33
2023-07-26 06:12:18,259 semantic_segmentation INFO: Iters: 88480/150000 || Lr: 0.008967 || Task Loss: 0.4799 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:00 || Estimated Time: 1 day, 6:11:15
2023-07-26 06:12:34,771 semantic_segmentation INFO: Iters: 88490/150000 || Lr: 0.008966 || Task Loss: 0.4531 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:17 || Estimated Time: 1 day, 6:10:56
2023-07-26 06:12:51,236 semantic_segmentation INFO: Iters: 88500/150000 || Lr: 0.008965 || Task Loss: 0.5883 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:33 || Estimated Time: 1 day, 6:10:38
2023-07-26 06:13:07,604 semantic_segmentation INFO: Iters: 88510/150000 || Lr: 0.008964 || Task Loss: 0.5529 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:49 || Estimated Time: 1 day, 6:10:19
2023-07-26 06:13:24,140 semantic_segmentation INFO: Iters: 88520/150000 || Lr: 0.008962 || Task Loss: 0.3148 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:06 || Estimated Time: 1 day, 6:10:01
2023-07-26 06:13:40,592 semantic_segmentation INFO: Iters: 88530/150000 || Lr: 0.008961 || Task Loss: 0.3207 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:22 || Estimated Time: 1 day, 6:09:42
2023-07-26 06:13:56,980 semantic_segmentation INFO: Iters: 88540/150000 || Lr: 0.008960 || Task Loss: 0.3801 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:39 || Estimated Time: 1 day, 6:09:24
2023-07-26 06:14:13,574 semantic_segmentation INFO: Iters: 88550/150000 || Lr: 0.008958 || Task Loss: 0.6491 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:55 || Estimated Time: 1 day, 6:09:05
2023-07-26 06:14:29,981 semantic_segmentation INFO: Iters: 88560/150000 || Lr: 0.008957 || Task Loss: 0.4354 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:27:12 || Estimated Time: 1 day, 6:08:47
2023-07-26 06:14:46,541 semantic_segmentation INFO: Iters: 88570/150000 || Lr: 0.008956 || Task Loss: 0.4322 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:27:28 || Estimated Time: 1 day, 6:08:28
2023-07-26 06:15:02,926 semantic_segmentation INFO: Iters: 88580/150000 || Lr: 0.008954 || Task Loss: 0.3600 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:27:45 || Estimated Time: 1 day, 6:08:10
2023-07-26 06:15:19,517 semantic_segmentation INFO: Iters: 88590/150000 || Lr: 0.008953 || Task Loss: 0.6418 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:01 || Estimated Time: 1 day, 6:07:51
2023-07-26 06:15:35,955 semantic_segmentation INFO: Iters: 88600/150000 || Lr: 0.008952 || Task Loss: 0.4677 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:18 || Estimated Time: 1 day, 6:07:33
2023-07-26 06:15:52,425 semantic_segmentation INFO: Iters: 88610/150000 || Lr: 0.008950 || Task Loss: 0.5027 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:34 || Estimated Time: 1 day, 6:07:14
2023-07-26 06:16:09,273 semantic_segmentation INFO: Iters: 88620/150000 || Lr: 0.008949 || Task Loss: 0.5212 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:51 || Estimated Time: 1 day, 6:06:56
2023-07-26 06:16:25,645 semantic_segmentation INFO: Iters: 88630/150000 || Lr: 0.008948 || Task Loss: 0.5704 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:07 || Estimated Time: 1 day, 6:06:38
2023-07-26 06:16:42,040 semantic_segmentation INFO: Iters: 88640/150000 || Lr: 0.008946 || Task Loss: 0.4642 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:24 || Estimated Time: 1 day, 6:06:19
2023-07-26 06:16:58,592 semantic_segmentation INFO: Iters: 88650/150000 || Lr: 0.008945 || Task Loss: 0.3568 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:40 || Estimated Time: 1 day, 6:06:01
2023-07-26 06:17:15,073 semantic_segmentation INFO: Iters: 88660/150000 || Lr: 0.008944 || Task Loss: 0.6216 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:57 || Estimated Time: 1 day, 6:05:42
2023-07-26 06:17:31,580 semantic_segmentation INFO: Iters: 88670/150000 || Lr: 0.008943 || Task Loss: 0.3336 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:13 || Estimated Time: 1 day, 6:05:24
2023-07-26 06:17:47,993 semantic_segmentation INFO: Iters: 88680/150000 || Lr: 0.008941 || Task Loss: 0.3472 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:30 || Estimated Time: 1 day, 6:05:05
2023-07-26 06:18:04,350 semantic_segmentation INFO: Iters: 88690/150000 || Lr: 0.008940 || Task Loss: 0.4140 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:46 || Estimated Time: 1 day, 6:04:46
2023-07-26 06:18:20,750 semantic_segmentation INFO: Iters: 88700/150000 || Lr: 0.008939 || Task Loss: 0.6479 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:03 || Estimated Time: 1 day, 6:04:28
2023-07-26 06:18:37,334 semantic_segmentation INFO: Iters: 88710/150000 || Lr: 0.008937 || Task Loss: 0.4773 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:19 || Estimated Time: 1 day, 6:04:10
2023-07-26 06:18:53,735 semantic_segmentation INFO: Iters: 88720/150000 || Lr: 0.008936 || Task Loss: 0.6312 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:36 || Estimated Time: 1 day, 6:03:51
2023-07-26 06:19:10,267 semantic_segmentation INFO: Iters: 88730/150000 || Lr: 0.008935 || Task Loss: 0.3798 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:52 || Estimated Time: 1 day, 6:03:33
2023-07-26 06:19:26,644 semantic_segmentation INFO: Iters: 88740/150000 || Lr: 0.008933 || Task Loss: 0.3770 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:08 || Estimated Time: 1 day, 6:03:14
2023-07-26 06:19:43,083 semantic_segmentation INFO: Iters: 88750/150000 || Lr: 0.008932 || Task Loss: 0.6462 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:25 || Estimated Time: 1 day, 6:02:56
2023-07-26 06:19:59,570 semantic_segmentation INFO: Iters: 88760/150000 || Lr: 0.008931 || Task Loss: 0.3968 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:41 || Estimated Time: 1 day, 6:02:37
2023-07-26 06:20:16,140 semantic_segmentation INFO: Iters: 88770/150000 || Lr: 0.008929 || Task Loss: 0.9423 || KD Loss: 0.3128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:58 || Estimated Time: 1 day, 6:02:19
2023-07-26 06:20:32,606 semantic_segmentation INFO: Iters: 88780/150000 || Lr: 0.008928 || Task Loss: 1.1343 || KD Loss: 0.5194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:14 || Estimated Time: 1 day, 6:02:00
2023-07-26 06:20:49,012 semantic_segmentation INFO: Iters: 88790/150000 || Lr: 0.008927 || Task Loss: 0.5040 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:31 || Estimated Time: 1 day, 6:01:42
2023-07-26 06:21:05,414 semantic_segmentation INFO: Iters: 88800/150000 || Lr: 0.008925 || Task Loss: 0.5682 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:47 || Estimated Time: 1 day, 6:01:23
2023-07-26 06:21:05,539 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 06:21:05,928 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-26 06:21:05,943 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.128
2023-07-26 06:21:05,955 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.146
2023-07-26 06:21:05,968 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.146
2023-07-26 06:21:05,981 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.929, mIoU: 0.212
2023-07-26 06:21:05,993 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.909, mIoU: 0.239
2023-07-26 06:21:06,006 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.906, mIoU: 0.269
2023-07-26 06:21:06,021 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.915, mIoU: 0.275
2023-07-26 06:21:06,032 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.905, mIoU: 0.300
2023-07-26 06:21:06,046 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.898, mIoU: 0.334
2023-07-26 06:21:06,059 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.887, mIoU: 0.337
2023-07-26 06:21:06,073 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.892, mIoU: 0.344
2023-07-26 06:21:06,085 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.856, mIoU: 0.337
2023-07-26 06:21:06,099 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.859, mIoU: 0.336
2023-07-26 06:21:06,113 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.844, mIoU: 0.324
2023-07-26 06:21:06,125 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.848, mIoU: 0.319
2023-07-26 06:21:06,135 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.843, mIoU: 0.313
2023-07-26 06:21:06,148 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.843, mIoU: 0.311
2023-07-26 06:21:06,161 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.846, mIoU: 0.311
2023-07-26 06:21:06,177 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.848, mIoU: 0.352
2023-07-26 06:21:06,191 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.852, mIoU: 0.358
2023-07-26 06:21:06,205 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.855, mIoU: 0.362
2023-07-26 06:21:06,219 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.853, mIoU: 0.367
2023-07-26 06:21:06,234 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.856, mIoU: 0.366
2023-07-26 06:21:06,249 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.859, mIoU: 0.371
2023-07-26 06:21:06,262 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.858, mIoU: 0.375
2023-07-26 06:21:06,276 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.860, mIoU: 0.376
2023-07-26 06:21:06,287 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.863, mIoU: 0.376
2023-07-26 06:21:06,301 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.861, mIoU: 0.372
2023-07-26 06:21:06,315 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.866, mIoU: 0.372
2023-07-26 06:21:06,328 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.869, mIoU: 0.376
2023-07-26 06:21:06,343 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.873, mIoU: 0.377
2023-07-26 06:21:06,357 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.874, mIoU: 0.376
2023-07-26 06:21:06,371 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.873, mIoU: 0.375
2023-07-26 06:21:06,385 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.864, mIoU: 0.387
2023-07-26 06:21:06,399 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.866, mIoU: 0.388
2023-07-26 06:21:06,412 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.869, mIoU: 0.385
2023-07-26 06:21:06,424 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.872, mIoU: 0.429
2023-07-26 06:21:06,439 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.869, mIoU: 0.421
2023-07-26 06:21:06,451 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.870, mIoU: 0.420
2023-07-26 06:21:06,464 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.859, mIoU: 0.412
2023-07-26 06:21:06,477 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.862, mIoU: 0.409
2023-07-26 06:21:06,491 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.856, mIoU: 0.410
2023-07-26 06:21:06,503 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.857, mIoU: 0.410
2023-07-26 06:21:06,517 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.859, mIoU: 0.412
2023-07-26 06:21:06,532 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.859, mIoU: 0.413
2023-07-26 06:21:06,544 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.862, mIoU: 0.420
2023-07-26 06:21:06,557 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.862, mIoU: 0.421
2023-07-26 06:21:06,571 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.864, mIoU: 0.419
2023-07-26 06:21:06,586 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.862, mIoU: 0.417
2023-07-26 06:21:06,601 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.862, mIoU: 0.414
2023-07-26 06:21:06,615 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.865, mIoU: 0.413
2023-07-26 06:21:06,628 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.866, mIoU: 0.412
2023-07-26 06:21:06,643 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.867, mIoU: 0.412
2023-07-26 06:21:06,657 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.869, mIoU: 0.416
2023-07-26 06:21:06,670 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.867, mIoU: 0.411
2023-07-26 06:21:06,685 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.867, mIoU: 0.411
2023-07-26 06:21:06,701 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.869, mIoU: 0.409
2023-07-26 06:21:06,714 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.871, mIoU: 0.412
2023-07-26 06:21:06,729 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-26 06:21:06,742 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-26 06:21:06,757 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.867, mIoU: 0.442
2023-07-26 06:21:06,770 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.868, mIoU: 0.442
2023-07-26 06:21:06,788 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.870, mIoU: 0.449
2023-07-26 06:21:06,801 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.872, mIoU: 0.450
2023-07-26 06:21:06,817 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.872, mIoU: 0.449
2023-07-26 06:21:06,832 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.874, mIoU: 0.450
2023-07-26 06:21:06,845 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.876, mIoU: 0.495
2023-07-26 06:21:06,860 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.877, mIoU: 0.496
2023-07-26 06:21:06,875 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.874, mIoU: 0.495
2023-07-26 06:21:06,891 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-26 06:21:06,904 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-26 06:21:06,919 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-26 06:21:06,934 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-26 06:21:06,949 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.878, mIoU: 0.514
2023-07-26 06:21:06,964 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.513
2023-07-26 06:21:06,979 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-26 06:21:06,988 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-26 06:21:07,003 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.872, mIoU: 0.515
2023-07-26 06:21:07,020 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.872, mIoU: 0.515
2023-07-26 06:21:07,033 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.874, mIoU: 0.519
2023-07-26 06:21:07,048 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.874, mIoU: 0.520
2023-07-26 06:21:07,062 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.868, mIoU: 0.512
2023-07-26 06:21:07,077 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.865, mIoU: 0.499
2023-07-26 06:21:07,093 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.864, mIoU: 0.493
2023-07-26 06:21:07,107 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.865, mIoU: 0.495
2023-07-26 06:21:07,122 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.866, mIoU: 0.492
2023-07-26 06:21:07,137 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-26 06:21:07,152 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-26 06:21:07,165 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-26 06:21:07,180 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.867, mIoU: 0.491
2023-07-26 06:21:07,195 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.868, mIoU: 0.492
2023-07-26 06:21:07,210 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.866, mIoU: 0.495
2023-07-26 06:21:07,225 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-26 06:21:07,240 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-26 06:21:07,255 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-26 06:21:07,267 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-26 06:21:07,280 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.868, mIoU: 0.519
2023-07-26 06:21:07,295 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.869, mIoU: 0.519
2023-07-26 06:21:07,308 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.870, mIoU: 0.519
2023-07-26 06:21:07,323 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.870, mIoU: 0.518
2023-07-26 06:21:07,337 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.871, mIoU: 0.518
2023-07-26 06:21:07,350 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.872, mIoU: 0.518
2023-07-26 06:21:07,364 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.871, mIoU: 0.517
2023-07-26 06:21:07,379 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.871, mIoU: 0.516
2023-07-26 06:21:07,391 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.872, mIoU: 0.526
2023-07-26 06:21:07,406 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.872, mIoU: 0.527
2023-07-26 06:21:07,420 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.872, mIoU: 0.527
2023-07-26 06:21:07,433 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.872, mIoU: 0.522
2023-07-26 06:21:07,446 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.872, mIoU: 0.520
2023-07-26 06:21:07,458 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.873, mIoU: 0.525
2023-07-26 06:21:07,472 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.874, mIoU: 0.526
2023-07-26 06:21:07,486 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-26 06:21:07,501 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.875, mIoU: 0.524
2023-07-26 06:21:07,515 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-26 06:21:07,528 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.876, mIoU: 0.526
2023-07-26 06:21:07,541 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-26 06:21:07,556 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-26 06:21:07,569 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-26 06:21:07,583 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.874, mIoU: 0.515
2023-07-26 06:21:07,598 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-26 06:21:07,611 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-26 06:21:07,624 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-26 06:21:07,639 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-26 06:21:07,654 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-26 06:21:07,663 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-26 06:21:07,674 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-26 06:21:07,690 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.870, mIoU: 0.503
2023-07-26 06:21:07,699 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.868, mIoU: 0.501
2023-07-26 06:21:07,712 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-26 06:21:07,726 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-26 06:21:07,741 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-26 06:21:07,754 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-26 06:21:07,769 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.873, mIoU: 0.513
2023-07-26 06:21:07,781 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-26 06:21:07,794 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-26 06:21:07,809 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-26 06:21:07,822 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-26 06:21:07,836 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-26 06:21:07,849 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-26 06:21:07,863 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-26 06:21:07,878 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.874, mIoU: 0.515
2023-07-26 06:21:07,892 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-26 06:21:07,908 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-26 06:21:07,922 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-26 06:21:07,936 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-26 06:21:07,951 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.876, mIoU: 0.522
2023-07-26 06:21:07,965 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.875, mIoU: 0.525
2023-07-26 06:21:07,976 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-26 06:21:07,991 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-26 06:21:08,006 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-26 06:21:08,019 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.875, mIoU: 0.538
2023-07-26 06:21:08,033 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.875, mIoU: 0.538
2023-07-26 06:21:08,046 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-26 06:21:08,060 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.875, mIoU: 0.537
2023-07-26 06:21:08,075 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-26 06:21:08,090 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-26 06:21:08,106 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-26 06:21:08,121 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.877, mIoU: 0.540
2023-07-26 06:21:08,136 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.877, mIoU: 0.543
2023-07-26 06:21:08,152 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.878, mIoU: 0.543
2023-07-26 06:21:08,166 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.879, mIoU: 0.543
2023-07-26 06:21:08,179 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 06:21:08,194 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:08,207 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:08,219 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.878, mIoU: 0.540
2023-07-26 06:21:08,231 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.877, mIoU: 0.539
2023-07-26 06:21:08,246 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.878, mIoU: 0.539
2023-07-26 06:21:08,260 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.875, mIoU: 0.513
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2023-07-26 06:21:11,061 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.871, mIoU: 0.520
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2023-07-26 06:21:11,104 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.870, mIoU: 0.516
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2023-07-26 06:21:11,147 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.870, mIoU: 0.513
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2023-07-26 06:21:11,176 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.870, mIoU: 0.514
2023-07-26 06:21:11,191 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.871, mIoU: 0.514
2023-07-26 06:21:11,206 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.871, mIoU: 0.514
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2023-07-26 06:21:11,235 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.870, mIoU: 0.512
2023-07-26 06:21:11,250 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.871, mIoU: 0.512
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2023-07-26 06:21:11,280 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-26 06:21:11,292 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.872, mIoU: 0.512
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2023-07-26 06:21:11,321 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.872, mIoU: 0.514
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2023-07-26 06:21:11,378 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-26 06:21:11,393 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-26 06:21:11,404 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.872, mIoU: 0.515
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2023-07-26 06:21:11,431 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.871, mIoU: 0.514
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2023-07-26 06:21:11,462 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-26 06:21:11,477 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.871, mIoU: 0.512
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2023-07-26 06:21:11,502 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-26 06:21:11,519 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.872, mIoU: 0.513
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2023-07-26 06:21:11,546 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.873, mIoU: 0.513
2023-07-26 06:21:11,561 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-26 06:21:11,575 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-26 06:21:11,590 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.872, mIoU: 0.512
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2023-07-26 06:21:11,673 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.872, mIoU: 0.512
2023-07-26 06:21:11,685 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.872, mIoU: 0.512
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2023-07-26 06:21:11,709 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-26 06:21:11,723 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-26 06:21:11,738 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.873, mIoU: 0.515
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2023-07-26 06:21:11,766 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-26 06:21:11,779 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.873, mIoU: 0.516
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2023-07-26 06:21:11,823 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.872, mIoU: 0.515
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2023-07-26 06:21:11,881 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.873, mIoU: 0.518
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2023-07-26 06:21:11,908 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-26 06:21:11,924 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-26 06:21:11,937 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-26 06:21:11,953 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-26 06:21:11,968 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.873, mIoU: 0.522
2023-07-26 06:21:11,981 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.873, mIoU: 0.522
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2023-07-26 06:21:12,011 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.873, mIoU: 0.520
2023-07-26 06:21:12,025 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.874, mIoU: 0.521
2023-07-26 06:21:12,041 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.874, mIoU: 0.521
2023-07-26 06:21:12,056 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.874, mIoU: 0.521
2023-07-26 06:21:12,071 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.874, mIoU: 0.522
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2023-07-26 06:21:12,101 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.874, mIoU: 0.523
2023-07-26 06:21:12,116 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.874, mIoU: 0.523
2023-07-26 06:21:12,130 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,144 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.874, mIoU: 0.523
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2023-07-26 06:21:12,200 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.873, mIoU: 0.519
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2023-07-26 06:21:12,324 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.874, mIoU: 0.519
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2023-07-26 06:21:12,418 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.874, mIoU: 0.521
2023-07-26 06:21:12,431 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.874, mIoU: 0.521
2023-07-26 06:21:12,446 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.875, mIoU: 0.521
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2023-07-26 06:21:12,472 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,488 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,502 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,517 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.874, mIoU: 0.523
2023-07-26 06:21:12,531 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,543 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-26 06:21:12,558 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-26 06:21:12,572 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.875, mIoU: 0.526
2023-07-26 06:21:12,584 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-26 06:21:12,599 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-26 06:21:12,610 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.875, mIoU: 0.527
2023-07-26 06:21:12,625 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.875, mIoU: 0.528
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2023-07-26 06:21:12,653 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.876, mIoU: 0.528
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2023-07-26 06:21:12,683 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.876, mIoU: 0.531
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2023-07-26 06:21:12,706 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.876, mIoU: 0.531
2023-07-26 06:21:12,721 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.876, mIoU: 0.532
2023-07-26 06:21:12,736 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.877, mIoU: 0.533
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2023-07-26 06:21:12,762 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.877, mIoU: 0.533
2023-07-26 06:21:12,776 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-26 06:21:12,791 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-26 06:21:12,806 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.877, mIoU: 0.535
2023-07-26 06:21:12,821 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.877, mIoU: 0.535
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2023-07-26 06:21:12,845 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-26 06:21:12,859 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-26 06:21:12,872 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.878, mIoU: 0.535
2023-07-26 06:21:12,886 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-26 06:21:12,900 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-26 06:21:12,913 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.878, mIoU: 0.537
2023-07-26 06:21:12,927 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-26 06:21:12,940 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-26 06:21:12,955 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.879, mIoU: 0.539
2023-07-26 06:21:12,969 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.879, mIoU: 0.538
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2023-07-26 06:21:13,038 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.879, mIoU: 0.540
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2023-07-26 06:21:13,193 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.879, mIoU: 0.540
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2023-07-26 06:21:13,248 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.879, mIoU: 0.539
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2023-07-26 06:21:13,288 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.880, mIoU: 0.546
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2023-07-26 06:21:13,869 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.880, mIoU: 0.545
2023-07-26 06:21:13,885 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.880, mIoU: 0.545
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2023-07-26 06:21:13,913 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.880, mIoU: 0.543
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2023-07-26 06:21:13,941 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:13,956 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:13,971 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:13,984 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:13,996 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.879, mIoU: 0.543
2023-07-26 06:21:14,009 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.879, mIoU: 0.543
2023-07-26 06:21:14,023 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.880, mIoU: 0.543
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2023-07-26 06:21:14,082 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,094 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,109 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,124 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.880, mIoU: 0.545
2023-07-26 06:21:14,137 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.880, mIoU: 0.545
2023-07-26 06:21:14,151 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,166 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,180 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 06:21:14,195 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,209 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,220 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,235 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 06:21:14,249 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 06:21:14,263 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.879, mIoU: 0.544
2023-07-26 06:21:14,278 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,292 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-26 06:21:14,304 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-26 06:21:14,319 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,334 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,349 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,362 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,377 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,391 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,406 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,420 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.881, mIoU: 0.544
2023-07-26 06:21:14,435 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.881, mIoU: 0.546
2023-07-26 06:21:14,450 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,465 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,480 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,494 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,506 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,521 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,536 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,550 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,563 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,578 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,590 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,605 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-26 06:21:14,619 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,634 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,648 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,662 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,677 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.881, mIoU: 0.549
2023-07-26 06:21:14,690 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.881, mIoU: 0.547
2023-07-26 06:21:14,704 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.880, mIoU: 0.545
2023-07-26 06:21:14,718 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.880, mIoU: 0.545
2023-07-26 06:21:14,733 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.880, mIoU: 0.546
2023-07-26 06:21:14,751 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.880, mIoU: 0.546
2023-07-26 06:21:14,765 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,780 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,790 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,803 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,818 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,831 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,845 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,858 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,871 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,886 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:14,902 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:14,917 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:14,932 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,945 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,959 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:14,972 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.880, mIoU: 0.544
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2023-07-26 06:21:15,001 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.880, mIoU: 0.544
2023-07-26 06:21:15,016 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.880, mIoU: 0.543
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2023-07-26 06:21:15,045 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.880, mIoU: 0.543
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2023-07-26 06:21:15,101 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.879, mIoU: 0.540
2023-07-26 06:21:15,114 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.879, mIoU: 0.541
2023-07-26 06:21:15,127 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.879, mIoU: 0.541
2023-07-26 06:21:15,140 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,155 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.879, mIoU: 0.541
2023-07-26 06:21:15,170 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,183 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.879, mIoU: 0.541
2023-07-26 06:21:15,197 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,212 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,226 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,239 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.880, mIoU: 0.539
2023-07-26 06:21:15,251 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,259 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,273 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,288 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,302 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,318 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,332 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,347 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,363 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,377 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,390 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,404 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,418 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-26 06:21:15,433 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,447 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-26 06:21:15,460 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-26 06:21:15,472 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-26 06:21:15,485 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,498 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.880, mIoU: 0.540
2023-07-26 06:21:15,512 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,525 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,538 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.880, mIoU: 0.541
2023-07-26 06:21:15,552 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-26 06:21:15,567 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-26 06:21:15,579 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-26 06:21:15,593 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.880, mIoU: 0.542
2023-07-26 06:21:15,606 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,617 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,632 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,646 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,661 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,675 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,690 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:15,704 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,717 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-26 06:21:15,731 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:15,746 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,762 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,777 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,792 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.882, mIoU: 0.546
2023-07-26 06:21:15,807 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.882, mIoU: 0.546
2023-07-26 06:21:15,819 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-26 06:21:15,832 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,845 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,859 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,875 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,888 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-26 06:21:15,900 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-26 06:21:15,915 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:15,930 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:15,945 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,960 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,975 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:15,988 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:16,002 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:16,015 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:16,029 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,044 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:16,058 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.882, mIoU: 0.544
2023-07-26 06:21:16,074 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,087 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,103 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,118 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,131 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,143 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.883, mIoU: 0.544
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2023-07-26 06:21:16,173 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:16,188 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-26 06:21:16,203 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:16,214 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,227 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,240 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-26 06:21:16,253 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-26 06:21:16,267 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-26 06:21:16,283 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-26 06:21:16,296 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,310 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,323 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,337 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,352 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,364 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.883, mIoU: 0.542
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2023-07-26 06:21:16,392 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:16,406 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:16,419 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:16,434 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:16,448 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-26 06:21:16,474 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:16,489 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.883, mIoU: 0.541
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2023-07-26 06:21:16,547 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,560 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,575 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,588 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,601 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,616 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,631 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,644 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,659 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,674 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:16,690 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-26 06:21:16,705 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-26 06:21:16,718 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-26 06:21:16,730 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,744 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-26 06:21:16,757 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,769 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,782 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:16,797 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:16,810 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,823 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,837 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,852 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,866 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,882 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,894 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,907 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-26 06:21:16,921 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:16,936 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:16,950 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:16,965 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:16,978 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:16,991 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:17,002 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:17,017 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:17,033 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:17,047 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,061 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,072 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,085 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,100 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,114 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,127 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,142 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,154 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,169 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,182 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,197 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,209 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,224 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,238 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,251 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,266 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,280 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,295 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,309 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,324 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,338 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,352 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,366 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,380 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,395 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,407 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,420 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,433 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,449 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,462 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,478 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,492 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,503 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,517 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,532 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,547 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,559 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,574 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,588 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,601 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,614 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,629 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,644 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,657 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:17,668 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,684 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,699 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:17,714 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:17,727 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:17,741 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:17,756 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,771 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,786 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,799 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,814 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,827 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,842 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,856 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:17,869 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,885 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,898 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:17,912 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,927 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,942 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:17,956 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-26 06:21:17,970 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-26 06:21:17,984 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-26 06:21:17,997 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-26 06:21:18,012 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-26 06:21:18,026 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,040 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,054 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,064 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,077 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,090 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,104 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,118 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,132 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,144 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-26 06:21:18,158 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,173 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,187 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,202 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,217 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,230 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,245 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,260 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,275 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,287 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,302 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-26 06:21:18,316 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:18,331 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:18,344 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-26 06:21:18,358 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,373 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,386 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,400 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,415 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,427 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,442 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,455 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:18,469 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:18,483 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:18,498 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,513 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,528 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,543 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,556 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:18,569 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:18,583 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,596 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,608 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,623 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,637 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,651 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,666 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:18,679 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:18,691 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:18,707 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:18,721 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:18,733 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,747 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:18,760 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:18,775 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:18,788 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:18,803 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:18,819 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:18,833 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:18,842 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,857 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,873 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,885 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,900 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,914 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,929 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,941 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,956 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,970 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:18,985 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:19,000 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,014 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,030 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,045 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,058 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,072 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,087 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,101 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-26 06:21:19,113 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:19,128 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-26 06:21:19,143 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,157 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,164 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,177 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,189 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,202 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,213 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,228 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,242 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,257 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,268 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:19,281 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:19,295 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:19,307 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:19,322 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,334 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:19,349 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:19,363 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:19,378 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-26 06:21:19,392 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,403 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,416 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,431 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,445 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-26 06:21:19,460 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-26 06:21:19,474 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,487 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,497 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,508 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.885, mIoU: 0.543
2023-07-26 06:21:19,521 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-26 06:21:19,532 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-26 06:21:19,546 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-26 06:21:19,559 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,573 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,588 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,604 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,617 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:19,632 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,647 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,662 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,678 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,692 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,706 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:19,721 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,736 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,749 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,762 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,777 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,789 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,805 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:19,817 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,832 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,846 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-26 06:21:19,863 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,878 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.885, mIoU: 0.538
2023-07-26 06:21:19,891 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,905 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,920 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,934 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,948 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-26 06:21:19,961 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,974 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:19,988 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,002 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,017 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:20,031 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:20,047 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-26 06:21:20,062 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.886, mIoU: 0.541
2023-07-26 06:21:20,076 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,091 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,103 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.885, mIoU: 0.541
2023-07-26 06:21:20,118 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,128 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,141 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,156 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.885, mIoU: 0.540
2023-07-26 06:21:20,167 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,182 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,197 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,211 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,226 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,241 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,256 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,270 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,282 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,296 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,309 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,323 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,337 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,350 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,364 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,377 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,391 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,405 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,420 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,435 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,450 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,463 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.884, mIoU: 0.539
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2023-07-26 06:21:20,532 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,547 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,562 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,575 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-26 06:21:20,588 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,603 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,619 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,633 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,646 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,659 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,673 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-26 06:21:20,687 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-26 06:21:20,701 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,715 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,729 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,743 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,757 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,771 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,785 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.884, mIoU: 0.539
2023-07-26 06:21:20,799 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,813 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,827 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:20,840 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:20,854 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:20,869 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:20,884 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:20,896 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-26 06:21:20,910 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:20,924 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:20,939 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.882, mIoU: 0.538
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2023-07-26 06:21:20,981 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:20,995 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.882, mIoU: 0.538
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2023-07-26 06:21:21,039 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.882, mIoU: 0.538
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2023-07-26 06:21:21,083 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:21,096 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:21,111 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:21,124 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-26 06:21:21,133 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,148 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,163 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,176 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,191 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 06:21:21,206 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 06:21:21,219 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-26 06:21:21,232 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-26 06:21:21,246 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-26 06:21:21,260 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-26 06:21:21,274 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-26 06:21:21,290 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.536
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2023-07-26 06:21:21,320 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 06:21:21,334 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 06:21:21,346 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-26 06:21:21,360 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-26 06:21:21,374 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,388 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,399 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-26 06:21:21,412 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.882, mIoU: 0.538
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2023-07-26 06:21:21,508 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.883, mIoU: 0.538
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2023-07-26 06:21:21,536 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.883, mIoU: 0.539
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2023-07-26 06:21:22,078 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.883, mIoU: 0.542
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2023-07-26 06:21:22,171 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-26 06:21:22,226 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-26 06:21:22,367 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-26 06:21:22,787 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.883, mIoU: 0.543
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2023-07-26 06:21:22,908 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-26 06:21:22,921 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.883, mIoU: 0.543
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2023-07-26 06:21:23,008 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.883, mIoU: 0.543
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2023-07-26 06:21:23,460 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.883, mIoU: 0.540
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2023-07-26 06:21:24,808 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:24,821 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:24,835 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:24,851 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:24,866 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,881 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,896 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,903 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,918 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,930 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,943 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,957 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,972 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:24,986 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:25,000 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:25,015 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:25,030 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-26 06:21:25,044 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,057 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,071 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,086 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,100 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,115 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,130 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,146 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,158 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,173 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,187 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,202 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,215 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,227 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,242 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,256 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,271 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:25,285 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,299 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-26 06:21:25,313 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,328 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,340 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,355 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,368 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,382 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,397 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,412 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,426 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,439 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,454 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,468 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,483 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,580 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,594 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,608 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,622 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,634 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,648 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,660 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,673 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,687 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,700 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,714 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,728 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,741 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,750 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,763 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,775 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,788 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-26 06:21:25,802 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,816 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,830 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,840 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,849 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,865 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,879 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,892 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,904 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,918 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,932 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,944 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,958 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,973 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:25,986 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,001 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,014 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,028 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,043 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,057 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,070 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,084 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,098 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,112 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,127 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,139 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,153 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,167 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-26 06:21:26,184 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-26 06:21:42,489 semantic_segmentation INFO: Iters: 88810/150000 || Lr: 0.008924 || Task Loss: 0.5126 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:24 || Estimated Time: 1 day, 6:01:19
2023-07-26 06:21:58,853 semantic_segmentation INFO: Iters: 88820/150000 || Lr: 0.008923 || Task Loss: 0.3569 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:41 || Estimated Time: 1 day, 6:01:00
2023-07-26 06:22:15,327 semantic_segmentation INFO: Iters: 88830/150000 || Lr: 0.008922 || Task Loss: 0.2875 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:57 || Estimated Time: 1 day, 6:00:42
2023-07-26 06:22:31,836 semantic_segmentation INFO: Iters: 88840/150000 || Lr: 0.008920 || Task Loss: 0.4184 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:14 || Estimated Time: 1 day, 6:00:23
2023-07-26 06:22:48,426 semantic_segmentation INFO: Iters: 88850/150000 || Lr: 0.008919 || Task Loss: 0.5254 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:30 || Estimated Time: 1 day, 6:00:05
2023-07-26 06:23:04,891 semantic_segmentation INFO: Iters: 88860/150000 || Lr: 0.008918 || Task Loss: 0.3775 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:47 || Estimated Time: 1 day, 5:59:46
2023-07-26 06:23:21,400 semantic_segmentation INFO: Iters: 88870/150000 || Lr: 0.008916 || Task Loss: 0.5639 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:03 || Estimated Time: 1 day, 5:59:28
2023-07-26 06:23:37,931 semantic_segmentation INFO: Iters: 88880/150000 || Lr: 0.008915 || Task Loss: 0.4627 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:20 || Estimated Time: 1 day, 5:59:10
2023-07-26 06:23:54,481 semantic_segmentation INFO: Iters: 88890/150000 || Lr: 0.008914 || Task Loss: 0.4674 || KD Loss: 0.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:36 || Estimated Time: 1 day, 5:58:51
2023-07-26 06:24:10,953 semantic_segmentation INFO: Iters: 88900/150000 || Lr: 0.008912 || Task Loss: 0.4071 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:53 || Estimated Time: 1 day, 5:58:33
2023-07-26 06:24:27,338 semantic_segmentation INFO: Iters: 88910/150000 || Lr: 0.008911 || Task Loss: 0.6074 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:09 || Estimated Time: 1 day, 5:58:14
2023-07-26 06:24:43,724 semantic_segmentation INFO: Iters: 88920/150000 || Lr: 0.008910 || Task Loss: 0.5618 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:26 || Estimated Time: 1 day, 5:57:56
2023-07-26 06:25:00,191 semantic_segmentation INFO: Iters: 88930/150000 || Lr: 0.008908 || Task Loss: 0.5716 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:42 || Estimated Time: 1 day, 5:57:37
2023-07-26 06:25:16,670 semantic_segmentation INFO: Iters: 88940/150000 || Lr: 0.008907 || Task Loss: 0.4090 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:58 || Estimated Time: 1 day, 5:57:19
2023-07-26 06:25:33,096 semantic_segmentation INFO: Iters: 88950/150000 || Lr: 0.008906 || Task Loss: 0.4239 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:15 || Estimated Time: 1 day, 5:57:00
2023-07-26 06:25:49,461 semantic_segmentation INFO: Iters: 88960/150000 || Lr: 0.008904 || Task Loss: 0.4447 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:31 || Estimated Time: 1 day, 5:56:42
2023-07-26 06:26:05,852 semantic_segmentation INFO: Iters: 88970/150000 || Lr: 0.008903 || Task Loss: 0.3781 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:48 || Estimated Time: 1 day, 5:56:23
2023-07-26 06:26:22,407 semantic_segmentation INFO: Iters: 88980/150000 || Lr: 0.008902 || Task Loss: 0.6076 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:04 || Estimated Time: 1 day, 5:56:05
2023-07-26 06:26:38,821 semantic_segmentation INFO: Iters: 88990/150000 || Lr: 0.008901 || Task Loss: 0.3549 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:21 || Estimated Time: 1 day, 5:55:46
2023-07-26 06:26:55,209 semantic_segmentation INFO: Iters: 89000/150000 || Lr: 0.008899 || Task Loss: 0.5961 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:37 || Estimated Time: 1 day, 5:55:28
2023-07-26 06:27:11,596 semantic_segmentation INFO: Iters: 89010/150000 || Lr: 0.008898 || Task Loss: 0.4701 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:53 || Estimated Time: 1 day, 5:55:09
2023-07-26 06:27:28,040 semantic_segmentation INFO: Iters: 89020/150000 || Lr: 0.008897 || Task Loss: 0.4772 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:10 || Estimated Time: 1 day, 5:54:51
2023-07-26 06:27:44,574 semantic_segmentation INFO: Iters: 89030/150000 || Lr: 0.008895 || Task Loss: 0.3189 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:26 || Estimated Time: 1 day, 5:54:32
2023-07-26 06:28:01,089 semantic_segmentation INFO: Iters: 89040/150000 || Lr: 0.008894 || Task Loss: 0.4567 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:43 || Estimated Time: 1 day, 5:54:14
2023-07-26 06:28:17,541 semantic_segmentation INFO: Iters: 89050/150000 || Lr: 0.008893 || Task Loss: 0.5399 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:59 || Estimated Time: 1 day, 5:53:55
2023-07-26 06:28:33,983 semantic_segmentation INFO: Iters: 89060/150000 || Lr: 0.008891 || Task Loss: 0.3725 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:16 || Estimated Time: 1 day, 5:53:37
2023-07-26 06:28:50,486 semantic_segmentation INFO: Iters: 89070/150000 || Lr: 0.008890 || Task Loss: 0.4344 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:32 || Estimated Time: 1 day, 5:53:18
2023-07-26 06:29:06,850 semantic_segmentation INFO: Iters: 89080/150000 || Lr: 0.008889 || Task Loss: 0.4272 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:49 || Estimated Time: 1 day, 5:53:00
2023-07-26 06:29:23,473 semantic_segmentation INFO: Iters: 89090/150000 || Lr: 0.008887 || Task Loss: 0.3687 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:05 || Estimated Time: 1 day, 5:52:41
2023-07-26 06:29:39,870 semantic_segmentation INFO: Iters: 89100/150000 || Lr: 0.008886 || Task Loss: 0.5164 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:22 || Estimated Time: 1 day, 5:52:23
2023-07-26 06:29:56,470 semantic_segmentation INFO: Iters: 89110/150000 || Lr: 0.008885 || Task Loss: 0.5478 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:38 || Estimated Time: 1 day, 5:52:04
2023-07-26 06:30:13,018 semantic_segmentation INFO: Iters: 89120/150000 || Lr: 0.008883 || Task Loss: 0.4422 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2393|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:55 || Estimated Time: 1 day, 5:51:46
2023-07-26 06:30:29,433 semantic_segmentation INFO: Iters: 89130/150000 || Lr: 0.008882 || Task Loss: 0.5601 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:11 || Estimated Time: 1 day, 5:51:27
2023-07-26 06:30:46,009 semantic_segmentation INFO: Iters: 89140/150000 || Lr: 0.008881 || Task Loss: 0.5069 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:28 || Estimated Time: 1 day, 5:51:09
2023-07-26 06:31:02,400 semantic_segmentation INFO: Iters: 89150/150000 || Lr: 0.008880 || Task Loss: 0.5208 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:44 || Estimated Time: 1 day, 5:50:51
2023-07-26 06:31:18,772 semantic_segmentation INFO: Iters: 89160/150000 || Lr: 0.008878 || Task Loss: 0.4013 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:01 || Estimated Time: 1 day, 5:50:32
2023-07-26 06:31:35,165 semantic_segmentation INFO: Iters: 89170/150000 || Lr: 0.008877 || Task Loss: 0.7905 || KD Loss: 0.3020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:17 || Estimated Time: 1 day, 5:50:13
2023-07-26 06:31:51,596 semantic_segmentation INFO: Iters: 89180/150000 || Lr: 0.008876 || Task Loss: 0.6358 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:33 || Estimated Time: 1 day, 5:49:55
2023-07-26 06:32:08,097 semantic_segmentation INFO: Iters: 89190/150000 || Lr: 0.008874 || Task Loss: 0.5758 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:50 || Estimated Time: 1 day, 5:49:37
2023-07-26 06:32:24,503 semantic_segmentation INFO: Iters: 89200/150000 || Lr: 0.008873 || Task Loss: 0.3644 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:06 || Estimated Time: 1 day, 5:49:18
2023-07-26 06:32:40,911 semantic_segmentation INFO: Iters: 89210/150000 || Lr: 0.008872 || Task Loss: 0.6367 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:23 || Estimated Time: 1 day, 5:49:00
2023-07-26 06:32:57,493 semantic_segmentation INFO: Iters: 89220/150000 || Lr: 0.008870 || Task Loss: 0.4779 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:39 || Estimated Time: 1 day, 5:48:41
2023-07-26 06:33:13,826 semantic_segmentation INFO: Iters: 89230/150000 || Lr: 0.008869 || Task Loss: 0.4813 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:56 || Estimated Time: 1 day, 5:48:23
2023-07-26 06:33:30,277 semantic_segmentation INFO: Iters: 89240/150000 || Lr: 0.008868 || Task Loss: 0.5395 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:12 || Estimated Time: 1 day, 5:48:04
2023-07-26 06:33:46,643 semantic_segmentation INFO: Iters: 89250/150000 || Lr: 0.008866 || Task Loss: 0.5034 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:28 || Estimated Time: 1 day, 5:47:46
2023-07-26 06:34:03,036 semantic_segmentation INFO: Iters: 89260/150000 || Lr: 0.008865 || Task Loss: 0.4254 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:45 || Estimated Time: 1 day, 5:47:27
2023-07-26 06:34:19,607 semantic_segmentation INFO: Iters: 89270/150000 || Lr: 0.008864 || Task Loss: 0.3633 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:01 || Estimated Time: 1 day, 5:47:09
2023-07-26 06:34:36,007 semantic_segmentation INFO: Iters: 89280/150000 || Lr: 0.008862 || Task Loss: 0.5025 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:18 || Estimated Time: 1 day, 5:46:50
2023-07-26 06:34:52,349 semantic_segmentation INFO: Iters: 89290/150000 || Lr: 0.008861 || Task Loss: 0.4381 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:34 || Estimated Time: 1 day, 5:46:32
2023-07-26 06:35:08,753 semantic_segmentation INFO: Iters: 89300/150000 || Lr: 0.008860 || Task Loss: 0.4393 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:51 || Estimated Time: 1 day, 5:46:13
2023-07-26 06:35:25,132 semantic_segmentation INFO: Iters: 89310/150000 || Lr: 0.008858 || Task Loss: 0.3608 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:07 || Estimated Time: 1 day, 5:45:55
2023-07-26 06:35:41,532 semantic_segmentation INFO: Iters: 89320/150000 || Lr: 0.008857 || Task Loss: 0.4816 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:23 || Estimated Time: 1 day, 5:45:36
2023-07-26 06:35:57,924 semantic_segmentation INFO: Iters: 89330/150000 || Lr: 0.008856 || Task Loss: 0.4838 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:40 || Estimated Time: 1 day, 5:45:18
2023-07-26 06:36:14,488 semantic_segmentation INFO: Iters: 89340/150000 || Lr: 0.008855 || Task Loss: 0.4617 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:56 || Estimated Time: 1 day, 5:44:59
2023-07-26 06:36:30,856 semantic_segmentation INFO: Iters: 89350/150000 || Lr: 0.008853 || Task Loss: 0.3050 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:13 || Estimated Time: 1 day, 5:44:41
2023-07-26 06:36:47,288 semantic_segmentation INFO: Iters: 89360/150000 || Lr: 0.008852 || Task Loss: 0.4802 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:29 || Estimated Time: 1 day, 5:44:22
2023-07-26 06:37:03,643 semantic_segmentation INFO: Iters: 89370/150000 || Lr: 0.008851 || Task Loss: 0.5997 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:45 || Estimated Time: 1 day, 5:44:04
2023-07-26 06:37:20,056 semantic_segmentation INFO: Iters: 89380/150000 || Lr: 0.008849 || Task Loss: 0.3117 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:02 || Estimated Time: 1 day, 5:43:45
2023-07-26 06:37:36,448 semantic_segmentation INFO: Iters: 89390/150000 || Lr: 0.008848 || Task Loss: 0.4565 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:18 || Estimated Time: 1 day, 5:43:27
2023-07-26 06:37:52,820 semantic_segmentation INFO: Iters: 89400/150000 || Lr: 0.008847 || Task Loss: 0.6789 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:35 || Estimated Time: 1 day, 5:43:08
2023-07-26 06:38:09,193 semantic_segmentation INFO: Iters: 89410/150000 || Lr: 0.008845 || Task Loss: 0.4935 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:51 || Estimated Time: 1 day, 5:42:49
2023-07-26 06:38:25,687 semantic_segmentation INFO: Iters: 89420/150000 || Lr: 0.008844 || Task Loss: 0.3748 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:07 || Estimated Time: 1 day, 5:42:31
2023-07-26 06:38:42,121 semantic_segmentation INFO: Iters: 89430/150000 || Lr: 0.008843 || Task Loss: 0.4677 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:24 || Estimated Time: 1 day, 5:42:13
2023-07-26 06:38:58,549 semantic_segmentation INFO: Iters: 89440/150000 || Lr: 0.008841 || Task Loss: 0.3782 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:40 || Estimated Time: 1 day, 5:41:54
2023-07-26 06:39:14,941 semantic_segmentation INFO: Iters: 89450/150000 || Lr: 0.008840 || Task Loss: 0.4203 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:57 || Estimated Time: 1 day, 5:41:36
2023-07-26 06:39:31,329 semantic_segmentation INFO: Iters: 89460/150000 || Lr: 0.008839 || Task Loss: 0.4465 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:13 || Estimated Time: 1 day, 5:41:17
2023-07-26 06:39:47,712 semantic_segmentation INFO: Iters: 89470/150000 || Lr: 0.008837 || Task Loss: 0.4508 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:29 || Estimated Time: 1 day, 5:40:59
2023-07-26 06:40:04,104 semantic_segmentation INFO: Iters: 89480/150000 || Lr: 0.008836 || Task Loss: 0.4174 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:46 || Estimated Time: 1 day, 5:40:40
2023-07-26 06:40:20,482 semantic_segmentation INFO: Iters: 89490/150000 || Lr: 0.008835 || Task Loss: 0.3029 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:02 || Estimated Time: 1 day, 5:40:22
2023-07-26 06:40:36,876 semantic_segmentation INFO: Iters: 89500/150000 || Lr: 0.008834 || Task Loss: 0.4294 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:19 || Estimated Time: 1 day, 5:40:03
2023-07-26 06:40:53,236 semantic_segmentation INFO: Iters: 89510/150000 || Lr: 0.008832 || Task Loss: 0.4382 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:35 || Estimated Time: 1 day, 5:39:45
2023-07-26 06:41:09,641 semantic_segmentation INFO: Iters: 89520/150000 || Lr: 0.008831 || Task Loss: 0.5899 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:51 || Estimated Time: 1 day, 5:39:26
2023-07-26 06:41:26,031 semantic_segmentation INFO: Iters: 89530/150000 || Lr: 0.008830 || Task Loss: 0.4709 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:08 || Estimated Time: 1 day, 5:39:08
2023-07-26 06:41:42,547 semantic_segmentation INFO: Iters: 89540/150000 || Lr: 0.008828 || Task Loss: 0.5159 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:24 || Estimated Time: 1 day, 5:38:49
2023-07-26 06:41:59,008 semantic_segmentation INFO: Iters: 89550/150000 || Lr: 0.008827 || Task Loss: 0.2290 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:41 || Estimated Time: 1 day, 5:38:31
2023-07-26 06:42:15,334 semantic_segmentation INFO: Iters: 89560/150000 || Lr: 0.008826 || Task Loss: 0.5591 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:57 || Estimated Time: 1 day, 5:38:12
2023-07-26 06:42:31,709 semantic_segmentation INFO: Iters: 89570/150000 || Lr: 0.008824 || Task Loss: 0.4490 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:13 || Estimated Time: 1 day, 5:37:54
2023-07-26 06:42:48,152 semantic_segmentation INFO: Iters: 89580/150000 || Lr: 0.008823 || Task Loss: 0.3070 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:30 || Estimated Time: 1 day, 5:37:35
2023-07-26 06:43:04,548 semantic_segmentation INFO: Iters: 89590/150000 || Lr: 0.008822 || Task Loss: 0.5946 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:46 || Estimated Time: 1 day, 5:37:17
2023-07-26 06:43:20,921 semantic_segmentation INFO: Iters: 89600/150000 || Lr: 0.008820 || Task Loss: 0.4847 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:03 || Estimated Time: 1 day, 5:36:58
2023-07-26 06:43:21,046 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 06:43:21,429 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.988, mIoU: 0.091
2023-07-26 06:43:21,446 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.935, mIoU: 0.128
2023-07-26 06:43:21,458 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.160
2023-07-26 06:43:21,472 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.162
2023-07-26 06:43:21,485 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.224
2023-07-26 06:43:21,497 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.929, mIoU: 0.268
2023-07-26 06:43:21,510 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.934, mIoU: 0.309
2023-07-26 06:43:21,524 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.938, mIoU: 0.316
2023-07-26 06:43:21,535 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.926, mIoU: 0.302
2023-07-26 06:43:21,549 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.346
2023-07-26 06:43:21,562 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.911, mIoU: 0.347
2023-07-26 06:43:21,576 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.913, mIoU: 0.348
2023-07-26 06:43:21,588 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.879, mIoU: 0.347
2023-07-26 06:43:21,601 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.881, mIoU: 0.343
2023-07-26 06:43:21,615 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.884, mIoU: 0.332
2023-07-26 06:43:21,627 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.887, mIoU: 0.328
2023-07-26 06:43:21,637 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.879, mIoU: 0.321
2023-07-26 06:43:21,649 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.872, mIoU: 0.316
2023-07-26 06:43:21,663 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.878, mIoU: 0.327
2023-07-26 06:43:21,678 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.880, mIoU: 0.360
2023-07-26 06:43:21,692 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.874, mIoU: 0.340
2023-07-26 06:43:21,706 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.876, mIoU: 0.346
2023-07-26 06:43:21,719 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-26 06:43:21,734 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.875, mIoU: 0.383
2023-07-26 06:43:21,749 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.877, mIoU: 0.393
2023-07-26 06:43:21,762 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.875, mIoU: 0.392
2023-07-26 06:43:21,776 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.394
2023-07-26 06:43:21,787 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.867, mIoU: 0.374
2023-07-26 06:43:21,801 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.863, mIoU: 0.364
2023-07-26 06:43:21,815 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.868, mIoU: 0.364
2023-07-26 06:43:21,829 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.872, mIoU: 0.371
2023-07-26 06:43:21,844 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.875, mIoU: 0.371
2023-07-26 06:43:21,859 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.877, mIoU: 0.377
2023-07-26 06:43:21,873 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.878, mIoU: 0.377
2023-07-26 06:43:21,888 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.873, mIoU: 0.395
2023-07-26 06:43:21,902 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.875, mIoU: 0.396
2023-07-26 06:43:21,915 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.878, mIoU: 0.396
2023-07-26 06:43:21,927 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.881, mIoU: 0.417
2023-07-26 06:43:21,943 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.883, mIoU: 0.429
2023-07-26 06:43:21,956 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.429
2023-07-26 06:43:21,969 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.881, mIoU: 0.448
2023-07-26 06:43:21,983 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.884, mIoU: 0.448
2023-07-26 06:43:21,997 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.883, mIoU: 0.446
2023-07-26 06:43:22,010 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.883, mIoU: 0.446
2023-07-26 06:43:22,025 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.884, mIoU: 0.451
2023-07-26 06:43:22,040 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.885, mIoU: 0.455
2023-07-26 06:43:22,053 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.887, mIoU: 0.461
2023-07-26 06:43:22,065 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.887, mIoU: 0.462
2023-07-26 06:43:22,079 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.888, mIoU: 0.459
2023-07-26 06:43:22,096 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.889, mIoU: 0.460
2023-07-26 06:43:22,112 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.888, mIoU: 0.455
2023-07-26 06:43:22,127 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.890, mIoU: 0.455
2023-07-26 06:43:22,140 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.891, mIoU: 0.454
2023-07-26 06:43:22,155 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.892, mIoU: 0.454
2023-07-26 06:43:22,170 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.893, mIoU: 0.459
2023-07-26 06:43:22,183 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.891, mIoU: 0.456
2023-07-26 06:43:22,199 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.891, mIoU: 0.455
2023-07-26 06:43:22,216 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.892, mIoU: 0.452
2023-07-26 06:43:22,229 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.454
2023-07-26 06:43:22,244 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.887, mIoU: 0.486
2023-07-26 06:43:22,257 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.888, mIoU: 0.491
2023-07-26 06:43:22,272 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.889, mIoU: 0.488
2023-07-26 06:43:22,285 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.890, mIoU: 0.485
2023-07-26 06:43:22,303 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.891, mIoU: 0.494
2023-07-26 06:43:22,316 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.893, mIoU: 0.509
2023-07-26 06:43:22,330 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.894, mIoU: 0.508
2023-07-26 06:43:22,345 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.895, mIoU: 0.509
2023-07-26 06:43:22,358 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.896, mIoU: 0.541
2023-07-26 06:43:22,373 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.897, mIoU: 0.543
2023-07-26 06:43:22,388 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.894, mIoU: 0.539
2023-07-26 06:43:22,403 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 06:43:22,417 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 06:43:22,432 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-26 06:43:22,447 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-26 06:43:22,462 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:22,477 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:22,492 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-26 06:43:22,502 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-26 06:43:22,518 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-26 06:43:22,534 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-26 06:43:22,548 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-26 06:43:22,564 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 06:43:22,579 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 06:43:22,595 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-26 06:43:22,611 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-26 06:43:22,626 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-26 06:43:22,641 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-26 06:43:22,656 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-26 06:43:22,670 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-26 06:43:22,683 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-26 06:43:22,698 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-26 06:43:22,713 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-26 06:43:22,727 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-26 06:43:22,742 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-26 06:43:22,756 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.554
2023-07-26 06:43:22,771 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.555
2023-07-26 06:43:22,783 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-26 06:43:22,796 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-26 06:43:22,810 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-26 06:43:22,824 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-26 06:43:22,839 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-26 06:43:22,853 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-26 06:43:22,866 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-26 06:43:22,881 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-26 06:43:22,896 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-26 06:43:22,909 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 06:43:22,924 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-26 06:43:22,939 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-26 06:43:22,952 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 06:43:22,965 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 06:43:22,978 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-26 06:43:22,991 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 06:43:23,006 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.894, mIoU: 0.563
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2023-07-26 06:43:28,623 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-26 06:43:28,719 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.890, mIoU: 0.549
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2023-07-26 06:43:28,828 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.891, mIoU: 0.555
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2023-07-26 06:43:28,922 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.892, mIoU: 0.557
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2023-07-26 06:43:29,199 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:29,212 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:29,227 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.892, mIoU: 0.559
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2023-07-26 06:43:29,284 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.892, mIoU: 0.559
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2023-07-26 06:43:29,594 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.891, mIoU: 0.554
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2023-07-26 06:43:30,030 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-26 06:43:30,045 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-26 06:43:30,073 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-26 06:43:30,085 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-26 06:43:30,100 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:30,112 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:30,126 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:30,140 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:30,155 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.892, mIoU: 0.557
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2023-07-26 06:43:30,184 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-26 06:43:30,198 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-26 06:43:30,211 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.892, mIoU: 0.558
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2023-07-26 06:43:30,239 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.892, mIoU: 0.556
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2023-07-26 06:43:30,300 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.891, mIoU: 0.555
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2023-07-26 06:43:30,417 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.892, mIoU: 0.553
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2023-07-26 06:43:31,387 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:31,399 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:31,411 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:31,425 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:31,439 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:31,453 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:31,467 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,481 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,494 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,508 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,520 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,533 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,547 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,561 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,576 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:31,588 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,603 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,618 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:31,630 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,642 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,657 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,672 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:31,687 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,701 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,712 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,725 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,738 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,751 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:31,765 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-26 06:43:31,781 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,793 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,807 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,820 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:31,834 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,848 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,861 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,873 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,887 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,902 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,915 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,929 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,943 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,957 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,969 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:31,984 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:31,998 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,014 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,027 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,041 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,054 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,069 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,082 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,095 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,110 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,125 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,138 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,153 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,168 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,184 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:32,199 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,212 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,224 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,237 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,251 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,263 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,276 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,291 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,304 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,317 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,331 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,346 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,361 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,376 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,389 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,402 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:32,416 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:32,431 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:32,445 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:32,460 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:32,473 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:32,485 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,497 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,512 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,528 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,542 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,556 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,567 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,580 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,595 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,609 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,622 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,637 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:32,650 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,665 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,677 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,692 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,704 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,718 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,733 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,745 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,760 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,774 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,789 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,803 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,817 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,831 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,845 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,859 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,874 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 06:43:32,888 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,901 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,915 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:32,928 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:32,944 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:32,958 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:32,974 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:32,989 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,000 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,015 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,031 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,045 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,058 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,073 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,087 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,100 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,113 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,128 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,143 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,155 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,166 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,182 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,196 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-26 06:43:33,211 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-26 06:43:33,223 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-26 06:43:33,238 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-26 06:43:33,252 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,266 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,281 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,294 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,309 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,322 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,336 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,350 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,363 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,378 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,391 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:33,406 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,421 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,436 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,450 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:33,464 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,478 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,492 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,508 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,522 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,537 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,551 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,561 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,575 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,587 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,602 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,616 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,631 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,644 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,658 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,672 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:33,686 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,702 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,717 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,730 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,745 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:33,760 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,775 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,788 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,802 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:33,817 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,832 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,845 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,859 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:33,874 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:33,887 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:33,901 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:33,916 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:33,929 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:33,943 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:33,956 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:33,970 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:33,986 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,000 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,015 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,030 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,044 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,057 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,070 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,084 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,097 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,109 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,124 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,138 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,153 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,168 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,181 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,194 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,210 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,224 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,237 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,252 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,264 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,280 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,293 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,309 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,324 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,338 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,347 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,363 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,378 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,391 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,405 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,420 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,434 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,447 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,461 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-26 06:43:34,476 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-26 06:43:34,491 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-26 06:43:34,505 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-26 06:43:34,520 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:34,536 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-26 06:43:34,551 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-26 06:43:34,564 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-26 06:43:34,578 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-26 06:43:34,593 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-26 06:43:34,606 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:34,619 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:34,633 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-26 06:43:34,648 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,663 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,669 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,682 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,695 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,707 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:34,718 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:34,733 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,747 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,762 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:34,774 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,787 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,802 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:34,812 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:34,827 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:34,840 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:34,855 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,870 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,884 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,899 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,910 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,923 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,937 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,951 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:34,966 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,980 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:34,992 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,002 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,013 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-26 06:43:35,025 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,037 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,051 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-26 06:43:35,063 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,077 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,092 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,107 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,120 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 06:43:35,135 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 06:43:35,150 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,165 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,181 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,195 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,209 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,224 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,240 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,253 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,266 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,281 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,294 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,310 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,323 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,337 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 06:43:35,351 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 06:43:35,368 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 06:43:35,383 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 06:43:35,396 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,410 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,424 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,438 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,453 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,465 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,477 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 06:43:35,492 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,506 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 06:43:35,520 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-26 06:43:35,534 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,549 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,564 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-26 06:43:35,578 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,592 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,605 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,620 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,630 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,643 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,657 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-26 06:43:35,669 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,683 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-26 06:43:35,697 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-26 06:43:35,712 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,727 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,742 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,757 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,772 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,784 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,799 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,812 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:35,827 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,842 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,854 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,869 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,882 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,896 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,911 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:35,926 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:35,941 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:35,955 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:35,967 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:35,979 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:35,994 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:36,007 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:36,019 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:36,034 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-26 06:43:36,048 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:36,063 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:36,075 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 06:43:36,087 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,102 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,117 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,132 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,145 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:36,158 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:36,173 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:36,188 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:36,203 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,218 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,232 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-26 06:43:36,247 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:36,261 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,276 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-26 06:43:36,291 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,306 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-26 06:43:36,320 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,335 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,348 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,362 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,377 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,391 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,404 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-26 06:43:36,418 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,433 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:36,448 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,461 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,476 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-26 06:43:36,490 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,504 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,519 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,534 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,548 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,561 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,575 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,591 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,604 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,618 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,631 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:36,639 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,654 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,668 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,681 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,696 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,710 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,724 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,736 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,751 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,766 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,780 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,797 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,811 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-26 06:43:36,827 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.894, mIoU: 0.555
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2023-07-26 06:43:36,911 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,924 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-26 06:43:36,938 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.894, mIoU: 0.556
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2023-07-26 06:43:37,008 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.894, mIoU: 0.557
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2023-07-26 06:43:37,034 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.894, mIoU: 0.557
2023-07-26 06:43:37,048 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.894, mIoU: 0.557
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2023-07-26 06:43:37,103 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:37,117 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.894, mIoU: 0.558
2023-07-26 06:43:37,131 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-26 06:43:37,159 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.894, mIoU: 0.557
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2023-07-26 06:43:37,324 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-26 06:43:37,340 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.895, mIoU: 0.559
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2023-07-26 06:43:37,466 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.895, mIoU: 0.559
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2023-07-26 06:43:37,742 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.895, mIoU: 0.560
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2023-07-26 06:43:37,883 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.895, mIoU: 0.561
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2023-07-26 06:43:38,009 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.895, mIoU: 0.563
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2023-07-26 06:43:38,150 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,165 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,177 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,192 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,208 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:38,248 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,262 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,273 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,287 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,302 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,316 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,328 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,341 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,355 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,369 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,383 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,395 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,411 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,423 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,436 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,451 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,466 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,481 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:38,495 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,511 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,524 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,539 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:38,552 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:38,594 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,607 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:38,677 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:38,706 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 06:43:38,718 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,731 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,745 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.563
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2023-07-26 06:43:38,774 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,788 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,802 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:38,831 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:38,859 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:38,872 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:38,930 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:38,959 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:39,002 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:39,281 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.566
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2023-07-26 06:43:39,321 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.566
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2023-07-26 06:43:39,361 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.567
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2023-07-26 06:43:39,400 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.895, mIoU: 0.566
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2023-07-26 06:43:39,460 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:39,487 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,502 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 06:43:39,514 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 06:43:39,529 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 06:43:39,544 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 06:43:39,559 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,572 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,586 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,601 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.565
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2023-07-26 06:43:39,657 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,671 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,686 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,701 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,713 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,728 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,743 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,757 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,772 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:39,786 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,801 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,816 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,826 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,840 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,852 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:39,896 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:39,910 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:39,922 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:39,935 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:39,948 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 06:43:39,962 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,976 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:39,990 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,005 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:40,089 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,102 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,116 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,128 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,143 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,157 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,172 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,186 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,199 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,211 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,225 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,239 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,253 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,266 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,279 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,293 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,308 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,322 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,335 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,349 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,365 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,380 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,395 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,410 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,417 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,431 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,444 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,457 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,471 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,486 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 06:43:40,500 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,515 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,529 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:40,646 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.564
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2023-07-26 06:43:40,675 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,689 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,704 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 06:43:40,732 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 06:43:40,744 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 06:43:40,759 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 06:43:40,774 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 06:43:40,788 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 06:43:40,803 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:40,817 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:40,832 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:40,846 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:40,858 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,873 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,885 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,899 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,914 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,928 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,942 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,954 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,969 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,983 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:40,997 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,011 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,025 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,039 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,053 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,066 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,080 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,093 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,107 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,122 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,136 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,150 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,164 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,178 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,187 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,201 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,213 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,227 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,241 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,256 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,270 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,281 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,290 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,306 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,321 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,335 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,347 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,362 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,376 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,389 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,404 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,418 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,432 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,446 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,458 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,472 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,487 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,501 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,513 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,528 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,542 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:41,556 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 06:43:41,571 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,584 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,598 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,613 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 06:43:41,629 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 06:43:57,948 semantic_segmentation INFO: Iters: 89610/150000 || Lr: 0.008819 || Task Loss: 0.5037 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:40 || Estimated Time: 1 day, 5:36:54
2023-07-26 06:44:14,346 semantic_segmentation INFO: Iters: 89620/150000 || Lr: 0.008818 || Task Loss: 0.5723 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:56 || Estimated Time: 1 day, 5:36:35
2023-07-26 06:44:30,771 semantic_segmentation INFO: Iters: 89630/150000 || Lr: 0.008816 || Task Loss: 0.4871 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:13 || Estimated Time: 1 day, 5:36:17
2023-07-26 06:44:47,365 semantic_segmentation INFO: Iters: 89640/150000 || Lr: 0.008815 || Task Loss: 0.3921 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:29 || Estimated Time: 1 day, 5:35:58
2023-07-26 06:45:03,704 semantic_segmentation INFO: Iters: 89650/150000 || Lr: 0.008814 || Task Loss: 0.6306 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:45 || Estimated Time: 1 day, 5:35:40
2023-07-26 06:45:20,196 semantic_segmentation INFO: Iters: 89660/150000 || Lr: 0.008812 || Task Loss: 0.5694 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:02 || Estimated Time: 1 day, 5:35:21
2023-07-26 06:45:36,810 semantic_segmentation INFO: Iters: 89670/150000 || Lr: 0.008811 || Task Loss: 0.4671 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:19 || Estimated Time: 1 day, 5:35:03
2023-07-26 06:45:53,302 semantic_segmentation INFO: Iters: 89680/150000 || Lr: 0.008810 || Task Loss: 0.5307 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:35 || Estimated Time: 1 day, 5:34:44
2023-07-26 06:46:09,643 semantic_segmentation INFO: Iters: 89690/150000 || Lr: 0.008809 || Task Loss: 0.4795 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:51 || Estimated Time: 1 day, 5:34:26
2023-07-26 06:46:26,093 semantic_segmentation INFO: Iters: 89700/150000 || Lr: 0.008807 || Task Loss: 0.8237 || KD Loss: 0.3457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:08 || Estimated Time: 1 day, 5:34:07
2023-07-26 06:46:42,547 semantic_segmentation INFO: Iters: 89710/150000 || Lr: 0.008806 || Task Loss: 0.4987 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:24 || Estimated Time: 1 day, 5:33:49
2023-07-26 06:46:59,034 semantic_segmentation INFO: Iters: 89720/150000 || Lr: 0.008805 || Task Loss: 0.5492 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:41 || Estimated Time: 1 day, 5:33:30
2023-07-26 06:47:15,375 semantic_segmentation INFO: Iters: 89730/150000 || Lr: 0.008803 || Task Loss: 0.5790 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:57 || Estimated Time: 1 day, 5:33:12
2023-07-26 06:47:31,817 semantic_segmentation INFO: Iters: 89740/150000 || Lr: 0.008802 || Task Loss: 0.3853 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:14 || Estimated Time: 1 day, 5:32:54
2023-07-26 06:47:48,347 semantic_segmentation INFO: Iters: 89750/150000 || Lr: 0.008801 || Task Loss: 0.6305 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:30 || Estimated Time: 1 day, 5:32:35
2023-07-26 06:48:04,738 semantic_segmentation INFO: Iters: 89760/150000 || Lr: 0.008799 || Task Loss: 0.3790 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:47 || Estimated Time: 1 day, 5:32:17
2023-07-26 06:48:21,167 semantic_segmentation INFO: Iters: 89770/150000 || Lr: 0.008798 || Task Loss: 0.5993 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:03 || Estimated Time: 1 day, 5:31:58
2023-07-26 06:48:37,552 semantic_segmentation INFO: Iters: 89780/150000 || Lr: 0.008797 || Task Loss: 0.7343 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:19 || Estimated Time: 1 day, 5:31:40
2023-07-26 06:48:54,032 semantic_segmentation INFO: Iters: 89790/150000 || Lr: 0.008795 || Task Loss: 0.4315 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:36 || Estimated Time: 1 day, 5:31:21
2023-07-26 06:49:10,531 semantic_segmentation INFO: Iters: 89800/150000 || Lr: 0.008794 || Task Loss: 0.3543 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:52 || Estimated Time: 1 day, 5:31:03
2023-07-26 06:49:27,049 semantic_segmentation INFO: Iters: 89810/150000 || Lr: 0.008793 || Task Loss: 0.4816 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:09 || Estimated Time: 1 day, 5:30:44
2023-07-26 06:49:43,509 semantic_segmentation INFO: Iters: 89820/150000 || Lr: 0.008791 || Task Loss: 0.3677 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:25 || Estimated Time: 1 day, 5:30:26
2023-07-26 06:49:59,936 semantic_segmentation INFO: Iters: 89830/150000 || Lr: 0.008790 || Task Loss: 0.6590 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:42 || Estimated Time: 1 day, 5:30:07
2023-07-26 06:50:16,457 semantic_segmentation INFO: Iters: 89840/150000 || Lr: 0.008789 || Task Loss: 0.5657 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:58 || Estimated Time: 1 day, 5:29:49
2023-07-26 06:50:32,872 semantic_segmentation INFO: Iters: 89850/150000 || Lr: 0.008788 || Task Loss: 0.3111 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:15 || Estimated Time: 1 day, 5:29:31
2023-07-26 06:50:49,241 semantic_segmentation INFO: Iters: 89860/150000 || Lr: 0.008786 || Task Loss: 0.3446 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:31 || Estimated Time: 1 day, 5:29:12
2023-07-26 06:51:05,783 semantic_segmentation INFO: Iters: 89870/150000 || Lr: 0.008785 || Task Loss: 0.4986 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:48 || Estimated Time: 1 day, 5:28:54
2023-07-26 06:51:22,220 semantic_segmentation INFO: Iters: 89880/150000 || Lr: 0.008784 || Task Loss: 0.4297 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:04 || Estimated Time: 1 day, 5:28:35
2023-07-26 06:51:38,782 semantic_segmentation INFO: Iters: 89890/150000 || Lr: 0.008782 || Task Loss: 0.3678 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:21 || Estimated Time: 1 day, 5:28:17
2023-07-26 06:51:55,306 semantic_segmentation INFO: Iters: 89900/150000 || Lr: 0.008781 || Task Loss: 0.6138 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:37 || Estimated Time: 1 day, 5:27:58
2023-07-26 06:52:11,779 semantic_segmentation INFO: Iters: 89910/150000 || Lr: 0.008780 || Task Loss: 0.5202 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:54 || Estimated Time: 1 day, 5:27:40
2023-07-26 06:52:28,166 semantic_segmentation INFO: Iters: 89920/150000 || Lr: 0.008778 || Task Loss: 0.4414 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:10 || Estimated Time: 1 day, 5:27:21
2023-07-26 06:52:44,747 semantic_segmentation INFO: Iters: 89930/150000 || Lr: 0.008777 || Task Loss: 0.5729 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:27 || Estimated Time: 1 day, 5:27:03
2023-07-26 06:53:01,145 semantic_segmentation INFO: Iters: 89940/150000 || Lr: 0.008776 || Task Loss: 0.5190 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:43 || Estimated Time: 1 day, 5:26:45
2023-07-26 06:53:17,686 semantic_segmentation INFO: Iters: 89950/150000 || Lr: 0.008774 || Task Loss: 0.6231 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:59 || Estimated Time: 1 day, 5:26:26
2023-07-26 06:53:34,106 semantic_segmentation INFO: Iters: 89960/150000 || Lr: 0.008773 || Task Loss: 0.5006 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:16 || Estimated Time: 1 day, 5:26:08
2023-07-26 06:53:50,689 semantic_segmentation INFO: Iters: 89970/150000 || Lr: 0.008772 || Task Loss: 0.4611 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:32 || Estimated Time: 1 day, 5:25:49
2023-07-26 06:54:07,053 semantic_segmentation INFO: Iters: 89980/150000 || Lr: 0.008770 || Task Loss: 0.5178 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:49 || Estimated Time: 1 day, 5:25:31
2023-07-26 06:54:23,421 semantic_segmentation INFO: Iters: 89990/150000 || Lr: 0.008769 || Task Loss: 0.4884 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:05 || Estimated Time: 1 day, 5:25:12
2023-07-26 06:54:39,849 semantic_segmentation INFO: Iters: 90000/150000 || Lr: 0.008768 || Task Loss: 0.4235 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:22 || Estimated Time: 1 day, 5:24:54
2023-07-26 06:54:56,227 semantic_segmentation INFO: Iters: 90010/150000 || Lr: 0.008766 || Task Loss: 0.3223 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:38 || Estimated Time: 1 day, 5:24:35
2023-07-26 06:55:12,625 semantic_segmentation INFO: Iters: 90020/150000 || Lr: 0.008765 || Task Loss: 0.5517 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:54 || Estimated Time: 1 day, 5:24:17
2023-07-26 06:55:29,201 semantic_segmentation INFO: Iters: 90030/150000 || Lr: 0.008764 || Task Loss: 0.3586 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:11 || Estimated Time: 1 day, 5:23:59
2023-07-26 06:55:45,568 semantic_segmentation INFO: Iters: 90040/150000 || Lr: 0.008763 || Task Loss: 0.4173 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:27 || Estimated Time: 1 day, 5:23:40
2023-07-26 06:56:01,976 semantic_segmentation INFO: Iters: 90050/150000 || Lr: 0.008761 || Task Loss: 0.5299 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:44 || Estimated Time: 1 day, 5:23:22
2023-07-26 06:56:18,341 semantic_segmentation INFO: Iters: 90060/150000 || Lr: 0.008760 || Task Loss: 0.5217 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:00 || Estimated Time: 1 day, 5:23:03
2023-07-26 06:56:34,736 semantic_segmentation INFO: Iters: 90070/150000 || Lr: 0.008759 || Task Loss: 0.6095 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:17 || Estimated Time: 1 day, 5:22:45
2023-07-26 06:56:51,211 semantic_segmentation INFO: Iters: 90080/150000 || Lr: 0.008757 || Task Loss: 0.5178 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:33 || Estimated Time: 1 day, 5:22:26
2023-07-26 06:57:07,701 semantic_segmentation INFO: Iters: 90090/150000 || Lr: 0.008756 || Task Loss: 0.5101 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:49 || Estimated Time: 1 day, 5:22:08
2023-07-26 06:57:24,036 semantic_segmentation INFO: Iters: 90100/150000 || Lr: 0.008755 || Task Loss: 0.4730 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:06 || Estimated Time: 1 day, 5:21:49
2023-07-26 06:57:40,461 semantic_segmentation INFO: Iters: 90110/150000 || Lr: 0.008753 || Task Loss: 0.5677 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:22 || Estimated Time: 1 day, 5:21:31
2023-07-26 06:57:56,858 semantic_segmentation INFO: Iters: 90120/150000 || Lr: 0.008752 || Task Loss: 0.6846 || KD Loss: 0.1773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:39 || Estimated Time: 1 day, 5:21:12
2023-07-26 06:58:13,262 semantic_segmentation INFO: Iters: 90130/150000 || Lr: 0.008751 || Task Loss: 0.7516 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:55 || Estimated Time: 1 day, 5:20:54
2023-07-26 06:58:29,630 semantic_segmentation INFO: Iters: 90140/150000 || Lr: 0.008749 || Task Loss: 0.5115 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:11 || Estimated Time: 1 day, 5:20:35
2023-07-26 06:58:46,032 semantic_segmentation INFO: Iters: 90150/150000 || Lr: 0.008748 || Task Loss: 0.4322 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:28 || Estimated Time: 1 day, 5:20:17
2023-07-26 06:59:02,621 semantic_segmentation INFO: Iters: 90160/150000 || Lr: 0.008747 || Task Loss: 0.3728 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:44 || Estimated Time: 1 day, 5:19:59
2023-07-26 06:59:18,987 semantic_segmentation INFO: Iters: 90170/150000 || Lr: 0.008745 || Task Loss: 0.3021 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:01 || Estimated Time: 1 day, 5:19:40
2023-07-26 06:59:35,490 semantic_segmentation INFO: Iters: 90180/150000 || Lr: 0.008744 || Task Loss: 0.5284 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:17 || Estimated Time: 1 day, 5:19:22
2023-07-26 06:59:51,920 semantic_segmentation INFO: Iters: 90190/150000 || Lr: 0.008743 || Task Loss: 0.4867 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:34 || Estimated Time: 1 day, 5:19:03
2023-07-26 07:00:08,345 semantic_segmentation INFO: Iters: 90200/150000 || Lr: 0.008741 || Task Loss: 0.4036 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:50 || Estimated Time: 1 day, 5:18:45
2023-07-26 07:00:24,752 semantic_segmentation INFO: Iters: 90210/150000 || Lr: 0.008740 || Task Loss: 0.5400 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:07 || Estimated Time: 1 day, 5:18:26
2023-07-26 07:00:41,321 semantic_segmentation INFO: Iters: 90220/150000 || Lr: 0.008739 || Task Loss: 0.3741 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:23 || Estimated Time: 1 day, 5:18:08
2023-07-26 07:00:57,732 semantic_segmentation INFO: Iters: 90230/150000 || Lr: 0.008738 || Task Loss: 0.4723 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:40 || Estimated Time: 1 day, 5:17:49
2023-07-26 07:01:14,094 semantic_segmentation INFO: Iters: 90240/150000 || Lr: 0.008736 || Task Loss: 0.7805 || KD Loss: 0.2250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:56 || Estimated Time: 1 day, 5:17:31
2023-07-26 07:01:30,530 semantic_segmentation INFO: Iters: 90250/150000 || Lr: 0.008735 || Task Loss: 0.3894 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:14:12 || Estimated Time: 1 day, 5:17:12
2023-07-26 07:01:47,045 semantic_segmentation INFO: Iters: 90260/150000 || Lr: 0.008734 || Task Loss: 0.6707 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:14:29 || Estimated Time: 1 day, 5:16:54
2023-07-26 07:02:03,442 semantic_segmentation INFO: Iters: 90270/150000 || Lr: 0.008732 || Task Loss: 0.4494 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:14:45 || Estimated Time: 1 day, 5:16:36
2023-07-26 07:02:19,890 semantic_segmentation INFO: Iters: 90280/150000 || Lr: 0.008731 || Task Loss: 0.5104 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:02 || Estimated Time: 1 day, 5:16:17
2023-07-26 07:02:36,379 semantic_segmentation INFO: Iters: 90290/150000 || Lr: 0.008730 || Task Loss: 0.4644 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:18 || Estimated Time: 1 day, 5:15:59
2023-07-26 07:02:52,797 semantic_segmentation INFO: Iters: 90300/150000 || Lr: 0.008728 || Task Loss: 0.3551 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:35 || Estimated Time: 1 day, 5:15:40
2023-07-26 07:03:09,188 semantic_segmentation INFO: Iters: 90310/150000 || Lr: 0.008727 || Task Loss: 0.2877 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:51 || Estimated Time: 1 day, 5:15:22
2023-07-26 07:03:25,585 semantic_segmentation INFO: Iters: 90320/150000 || Lr: 0.008726 || Task Loss: 0.3879 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:07 || Estimated Time: 1 day, 5:15:03
2023-07-26 07:03:42,152 semantic_segmentation INFO: Iters: 90330/150000 || Lr: 0.008724 || Task Loss: 0.4596 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:24 || Estimated Time: 1 day, 5:14:45
2023-07-26 07:03:58,546 semantic_segmentation INFO: Iters: 90340/150000 || Lr: 0.008723 || Task Loss: 0.3831 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:40 || Estimated Time: 1 day, 5:14:27
2023-07-26 07:04:15,009 semantic_segmentation INFO: Iters: 90350/150000 || Lr: 0.008722 || Task Loss: 0.5732 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:57 || Estimated Time: 1 day, 5:14:08
2023-07-26 07:04:31,524 semantic_segmentation INFO: Iters: 90360/150000 || Lr: 0.008720 || Task Loss: 0.4304 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:13 || Estimated Time: 1 day, 5:13:50
2023-07-26 07:04:47,965 semantic_segmentation INFO: Iters: 90370/150000 || Lr: 0.008719 || Task Loss: 0.4055 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:30 || Estimated Time: 1 day, 5:13:31
2023-07-26 07:05:04,483 semantic_segmentation INFO: Iters: 90380/150000 || Lr: 0.008718 || Task Loss: 0.4005 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:46 || Estimated Time: 1 day, 5:13:13
2023-07-26 07:05:20,815 semantic_segmentation INFO: Iters: 90390/150000 || Lr: 0.008716 || Task Loss: 0.4324 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:03 || Estimated Time: 1 day, 5:12:54
2023-07-26 07:05:37,245 semantic_segmentation INFO: Iters: 90400/150000 || Lr: 0.008715 || Task Loss: 0.4547 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:19 || Estimated Time: 1 day, 5:12:36
2023-07-26 07:05:37,370 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:05:37,770 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.090
2023-07-26 07:05:37,795 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 07:05:37,807 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.134
2023-07-26 07:05:37,821 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.134
2023-07-26 07:05:37,834 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.202
2023-07-26 07:05:37,846 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.248
2023-07-26 07:05:37,859 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.288
2023-07-26 07:05:37,873 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.294
2023-07-26 07:05:37,884 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.333
2023-07-26 07:05:37,898 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.376
2023-07-26 07:05:37,911 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.923, mIoU: 0.386
2023-07-26 07:05:37,926 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.430
2023-07-26 07:05:37,938 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.892, mIoU: 0.387
2023-07-26 07:05:37,952 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.379
2023-07-26 07:05:37,966 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.885, mIoU: 0.360
2023-07-26 07:05:37,978 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.356
2023-07-26 07:05:37,989 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.889, mIoU: 0.354
2023-07-26 07:05:38,002 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.353
2023-07-26 07:05:38,016 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.893, mIoU: 0.352
2023-07-26 07:05:38,031 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.396
2023-07-26 07:05:38,046 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.397
2023-07-26 07:05:38,060 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.900, mIoU: 0.406
2023-07-26 07:05:38,075 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-26 07:05:38,090 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.898, mIoU: 0.426
2023-07-26 07:05:38,105 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.433
2023-07-26 07:05:38,119 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.430
2023-07-26 07:05:38,133 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.898, mIoU: 0.430
2023-07-26 07:05:38,145 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.900, mIoU: 0.431
2023-07-26 07:05:38,159 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.418
2023-07-26 07:05:38,173 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.418
2023-07-26 07:05:38,187 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.418
2023-07-26 07:05:38,202 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.904, mIoU: 0.418
2023-07-26 07:05:38,216 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.425
2023-07-26 07:05:38,230 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.908, mIoU: 0.425
2023-07-26 07:05:38,245 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.899, mIoU: 0.442
2023-07-26 07:05:38,259 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.443
2023-07-26 07:05:38,272 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.903, mIoU: 0.444
2023-07-26 07:05:38,284 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.489
2023-07-26 07:05:38,299 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.479
2023-07-26 07:05:38,311 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.901, mIoU: 0.479
2023-07-26 07:05:38,324 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.508
2023-07-26 07:05:38,338 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.905, mIoU: 0.508
2023-07-26 07:05:38,352 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.505
2023-07-26 07:05:38,366 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.505
2023-07-26 07:05:38,381 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.903, mIoU: 0.514
2023-07-26 07:05:38,396 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.516
2023-07-26 07:05:38,409 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.521
2023-07-26 07:05:38,422 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.905, mIoU: 0.522
2023-07-26 07:05:38,437 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-26 07:05:38,453 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.521
2023-07-26 07:05:38,469 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.905, mIoU: 0.520
2023-07-26 07:05:38,484 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.906, mIoU: 0.520
2023-07-26 07:05:38,498 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.907, mIoU: 0.517
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2023-07-26 07:05:44,106 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.896, mIoU: 0.566
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2023-07-26 07:05:44,184 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.897, mIoU: 0.565
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2023-07-26 07:05:44,314 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-26 07:05:44,329 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 07:05:44,345 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.897, mIoU: 0.570
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2023-07-26 07:05:44,390 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.898, mIoU: 0.570
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2023-07-26 07:05:44,418 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.898, mIoU: 0.572
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2023-07-26 07:05:44,489 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 07:05:44,503 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 07:05:44,517 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 07:05:44,532 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 07:05:44,546 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:05:44,556 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 07:05:44,568 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 07:05:44,582 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 07:05:44,597 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.899, mIoU: 0.577
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2023-07-26 07:05:44,621 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 07:05:44,634 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 07:05:44,648 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-26 07:05:44,676 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 07:05:44,685 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.900, mIoU: 0.580
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2023-07-26 07:05:44,714 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.900, mIoU: 0.580
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2023-07-26 07:05:44,741 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:44,755 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:44,768 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:44,783 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:44,795 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:44,810 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,826 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,841 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:44,856 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,870 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:44,883 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,897 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,912 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:44,926 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:44,940 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:44,956 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:44,972 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:44,987 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:45,001 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:45,015 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:45,030 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:45,045 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:45,060 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:45,075 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:45,089 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:45,104 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:45,118 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:45,131 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 07:05:45,145 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 07:05:45,156 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:05:45,171 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:05:45,184 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 07:05:45,195 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 07:05:45,208 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 07:05:45,222 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 07:05:45,236 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 07:05:45,251 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-26 07:05:45,288 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 07:05:45,303 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 07:05:45,319 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 07:05:45,334 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:45,348 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 07:05:45,361 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.900, mIoU: 0.585
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2023-07-26 07:05:45,389 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-26 07:05:45,404 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-26 07:05:45,431 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 07:05:45,459 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:45,473 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:45,488 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:45,500 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:45,515 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:45,530 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:45,546 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:45,558 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:45,574 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:45,589 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:45,601 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:45,616 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:45,630 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-26 07:05:45,770 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-26 07:05:45,867 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 07:05:45,880 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-26 07:05:46,149 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.899, mIoU: 0.579
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2023-07-26 07:05:46,203 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.899, mIoU: 0.579
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2023-07-26 07:05:46,244 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.899, mIoU: 0.580
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2023-07-26 07:05:46,836 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:46,850 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:46,864 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:46,879 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:46,893 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:46,907 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:46,921 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:46,934 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:46,949 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:05:46,964 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:46,977 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:46,990 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,004 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,020 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,035 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,048 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,063 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,078 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:47,093 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,106 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:47,119 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,127 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,142 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:47,158 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:47,172 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:47,187 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:05:47,201 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,216 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,231 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,245 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,257 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,272 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,285 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,299 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,313 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,325 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,338 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,350 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:47,364 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:47,377 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,390 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,403 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:47,417 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,432 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,445 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,458 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,471 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,483 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,498 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,513 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,528 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,543 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,558 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,573 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,586 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,601 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,616 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,632 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,648 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,662 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 07:05:47,677 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,690 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 07:05:47,703 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 07:05:47,715 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,730 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,746 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 07:05:47,759 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,771 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,786 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,800 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,815 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:05:47,829 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,844 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,856 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,871 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,883 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,897 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,911 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,925 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 07:05:47,941 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,953 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,969 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,984 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:47,997 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,011 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,026 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 07:05:48,042 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,057 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,072 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,084 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,097 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:48,111 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 07:05:48,124 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,139 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:48,156 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:48,169 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:48,184 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:48,196 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:48,211 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 07:05:48,225 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:48,238 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:48,251 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:48,265 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:48,280 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:48,292 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:48,307 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:48,321 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:48,334 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:48,347 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:48,362 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:48,377 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,393 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,406 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,420 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,433 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,448 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,461 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,474 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,488 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,503 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,515 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,530 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,545 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,561 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,576 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,589 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,601 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,615 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,628 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,641 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,654 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,669 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:48,682 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:48,694 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:48,708 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:48,723 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,737 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,752 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,766 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:48,779 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:48,794 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:48,809 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:48,824 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:48,839 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:48,853 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:48,866 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:48,878 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,894 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,910 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,924 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,939 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:48,949 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,962 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,977 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:48,992 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:49,005 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,019 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,032 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,046 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,059 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,073 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:49,085 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:49,099 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:49,113 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:49,126 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:49,141 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,155 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,169 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,183 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,197 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,212 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,227 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,241 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,256 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,271 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,284 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,297 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,310 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,326 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,340 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,357 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,372 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,383 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,398 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,414 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,428 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,440 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,455 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,469 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,481 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,494 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,509 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,522 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 07:05:49,535 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,545 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,561 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,575 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:49,589 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:49,601 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-26 07:05:49,616 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,631 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-26 07:05:49,646 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,661 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,674 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,689 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,702 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,717 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,731 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 07:05:49,744 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,759 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,772 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,787 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,802 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,817 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,831 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:49,845 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,858 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,872 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,887 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,901 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,916 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,930 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,939 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,952 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,964 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,978 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:49,992 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,007 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,020 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,036 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,050 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:50,065 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:50,080 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,096 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,109 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,124 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,139 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:50,154 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:50,167 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 07:05:50,182 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:50,197 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,212 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,224 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,239 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,253 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,266 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 07:05:50,279 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:50,293 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:50,306 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:50,319 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:50,332 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:50,345 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:50,360 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:50,374 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:50,388 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,402 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,416 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:50,429 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:50,442 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:50,457 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,470 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,483 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,498 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,513 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,528 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:50,543 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,556 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,569 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,585 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,600 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:50,613 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,628 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,641 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,655 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:50,669 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,684 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,699 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,713 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,722 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,738 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,753 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,765 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,779 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,794 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,808 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,821 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,835 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:50,851 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,866 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,881 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,896 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,913 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,929 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,942 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,957 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 07:05:50,972 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,986 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:50,999 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 07:05:51,014 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:51,030 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:51,045 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:51,052 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:51,064 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:51,076 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,088 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,099 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,113 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,127 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,141 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,152 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,164 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,178 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,188 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,203 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,215 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,229 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,243 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,257 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,272 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,283 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,295 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 07:05:51,310 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,324 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,338 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,353 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,365 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:51,375 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:51,386 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:51,398 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 07:05:51,409 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,424 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.903, mIoU: 0.587
2023-07-26 07:05:51,436 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,450 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,466 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,481 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,495 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,510 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,525 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,540 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,556 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,570 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-26 07:05:51,584 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,599 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,615 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,627 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,640 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,655 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,667 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,682 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,695 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,709 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,723 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,740 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,755 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,768 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,782 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:51,797 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,811 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,825 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:51,837 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 07:05:51,850 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 07:05:51,864 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 07:05:51,879 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 07:05:51,894 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 07:05:51,909 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 07:05:51,924 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 07:05:51,940 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 07:05:51,954 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,969 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,981 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:51,997 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:52,007 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:52,020 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:52,034 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 07:05:52,046 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:52,061 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 07:05:52,075 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:52,089 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,104 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,119 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:52,133 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 07:05:52,147 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,159 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,174 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,186 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,200 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,214 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 07:05:52,226 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,240 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,252 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,266 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 07:05:52,280 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 07:05:52,295 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 07:05:52,309 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 07:05:52,324 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 07:05:52,336 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 07:05:52,349 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 07:05:52,363 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 07:05:52,376 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,389 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 07:05:52,404 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,418 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,433 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,445 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,458 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,473 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,488 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,503 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,516 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,530 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,545 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,561 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,577 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,592 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,607 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,622 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,636 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,651 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,667 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,681 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:52,696 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,710 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,722 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,737 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,751 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,766 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 07:05:52,778 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 07:05:52,792 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,806 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,821 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,833 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,847 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:52,861 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,875 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,890 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,904 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,919 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,931 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:52,946 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,961 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-26 07:05:52,974 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:52,989 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:53,001 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:05:53,010 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-26 07:05:53,066 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 07:05:53,081 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 07:05:53,093 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 07:05:53,106 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 07:05:53,120 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-26 07:05:53,135 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-26 07:05:53,149 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,166 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,180 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,197 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,211 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,223 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,238 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,252 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 07:05:53,266 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:53,278 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:53,291 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 07:05:53,306 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.580
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2023-07-26 07:05:53,548 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-26 07:05:53,614 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:53,629 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:53,643 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:53,657 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:53,667 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:53,680 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:53,695 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:05:53,710 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.899, mIoU: 0.582
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2023-07-26 07:05:53,838 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.899, mIoU: 0.582
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2023-07-26 07:05:53,988 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.899, mIoU: 0.582
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2023-07-26 07:05:54,251 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:05:54,265 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 07:05:54,931 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:54,945 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:54,958 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:54,970 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:54,986 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,000 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,015 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,028 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,041 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,056 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,070 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,083 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,095 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,110 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,124 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,139 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,153 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,168 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,183 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,195 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,209 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,224 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,236 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,251 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,265 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,280 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,294 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,308 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,323 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,337 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-26 07:05:55,351 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,365 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,379 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,394 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,407 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,422 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,436 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,449 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,461 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,476 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,490 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,503 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,517 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,532 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,546 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,561 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,575 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,590 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,605 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,618 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,631 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,644 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,657 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-26 07:05:55,670 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,685 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,700 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:55,713 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:55,726 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,741 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:55,752 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:55,765 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,780 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:55,794 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,808 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,823 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,835 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,849 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 07:05:55,863 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 07:05:55,875 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,890 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,904 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,919 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,932 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,946 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 07:05:55,961 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:55,975 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:55,990 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,003 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,017 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,032 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,047 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,061 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,074 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,088 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,103 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,118 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,132 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,147 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,161 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,176 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,186 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,199 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,211 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,224 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,240 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,254 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,268 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,280 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,292 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,305 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,319 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,332 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,347 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,361 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,373 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,388 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,404 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,417 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,432 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,447 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,460 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,475 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,487 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,503 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-26 07:05:56,533 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,548 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,561 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,574 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,588 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:56,602 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,615 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,627 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,639 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,654 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,668 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,682 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,694 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,708 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,724 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,739 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,753 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,767 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,775 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-26 07:05:56,802 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-26 07:05:56,829 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.586
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2023-07-26 07:05:56,873 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,888 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 07:05:56,903 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-26 07:05:56,918 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.585
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2023-07-26 07:05:57,035 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 07:05:57,049 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-26 07:05:57,173 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-26 07:05:57,313 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.582
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2023-07-26 07:05:57,469 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,483 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,497 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 07:05:57,539 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.581
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2023-07-26 07:05:57,575 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.581
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2023-07-26 07:05:57,633 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,644 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,654 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,670 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,685 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,699 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,712 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,727 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,742 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,755 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,769 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,784 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,797 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,811 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,823 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,837 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,851 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,865 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,877 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,891 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,905 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,918 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,933 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,945 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,958 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:05:57,972 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 07:05:57,988 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-26 07:06:14,270 semantic_segmentation INFO: Iters: 90410/150000 || Lr: 0.008714 || Task Loss: 0.5952 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:56 || Estimated Time: 1 day, 5:12:31
2023-07-26 07:06:30,714 semantic_segmentation INFO: Iters: 90420/150000 || Lr: 0.008713 || Task Loss: 0.5670 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:19:12 || Estimated Time: 1 day, 5:12:13
2023-07-26 07:06:47,242 semantic_segmentation INFO: Iters: 90430/150000 || Lr: 0.008711 || Task Loss: 0.3873 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:19:29 || Estimated Time: 1 day, 5:11:54
2023-07-26 07:07:03,709 semantic_segmentation INFO: Iters: 90440/150000 || Lr: 0.008710 || Task Loss: 0.3846 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:19:45 || Estimated Time: 1 day, 5:11:36
2023-07-26 07:07:20,258 semantic_segmentation INFO: Iters: 90450/150000 || Lr: 0.008709 || Task Loss: 0.5065 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:02 || Estimated Time: 1 day, 5:11:17
2023-07-26 07:07:36,744 semantic_segmentation INFO: Iters: 90460/150000 || Lr: 0.008707 || Task Loss: 0.3636 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:19 || Estimated Time: 1 day, 5:10:59
2023-07-26 07:07:53,223 semantic_segmentation INFO: Iters: 90470/150000 || Lr: 0.008706 || Task Loss: 0.3846 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:35 || Estimated Time: 1 day, 5:10:41
2023-07-26 07:08:09,788 semantic_segmentation INFO: Iters: 90480/150000 || Lr: 0.008705 || Task Loss: 0.5516 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:52 || Estimated Time: 1 day, 5:10:22
2023-07-26 07:08:26,352 semantic_segmentation INFO: Iters: 90490/150000 || Lr: 0.008703 || Task Loss: 0.4208 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:08 || Estimated Time: 1 day, 5:10:04
2023-07-26 07:08:42,816 semantic_segmentation INFO: Iters: 90500/150000 || Lr: 0.008702 || Task Loss: 0.5332 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:25 || Estimated Time: 1 day, 5:09:45
2023-07-26 07:08:59,183 semantic_segmentation INFO: Iters: 90510/150000 || Lr: 0.008701 || Task Loss: 0.6466 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:41 || Estimated Time: 1 day, 5:09:27
2023-07-26 07:09:15,783 semantic_segmentation INFO: Iters: 90520/150000 || Lr: 0.008699 || Task Loss: 0.3242 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:58 || Estimated Time: 1 day, 5:09:09
2023-07-26 07:09:32,161 semantic_segmentation INFO: Iters: 90530/150000 || Lr: 0.008698 || Task Loss: 0.4061 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:14 || Estimated Time: 1 day, 5:08:50
2023-07-26 07:09:48,675 semantic_segmentation INFO: Iters: 90540/150000 || Lr: 0.008697 || Task Loss: 0.3978 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:30 || Estimated Time: 1 day, 5:08:32
2023-07-26 07:10:05,127 semantic_segmentation INFO: Iters: 90550/150000 || Lr: 0.008695 || Task Loss: 0.4182 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:47 || Estimated Time: 1 day, 5:08:13
2023-07-26 07:10:21,531 semantic_segmentation INFO: Iters: 90560/150000 || Lr: 0.008694 || Task Loss: 0.5832 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:03 || Estimated Time: 1 day, 5:07:55
2023-07-26 07:10:37,908 semantic_segmentation INFO: Iters: 90570/150000 || Lr: 0.008693 || Task Loss: 0.3667 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:20 || Estimated Time: 1 day, 5:07:36
2023-07-26 07:10:54,285 semantic_segmentation INFO: Iters: 90580/150000 || Lr: 0.008691 || Task Loss: 0.3774 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:36 || Estimated Time: 1 day, 5:07:18
2023-07-26 07:11:10,844 semantic_segmentation INFO: Iters: 90590/150000 || Lr: 0.008690 || Task Loss: 0.3301 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:53 || Estimated Time: 1 day, 5:07:00
2023-07-26 07:11:27,261 semantic_segmentation INFO: Iters: 90600/150000 || Lr: 0.008689 || Task Loss: 0.4855 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:09 || Estimated Time: 1 day, 5:06:41
2023-07-26 07:11:43,657 semantic_segmentation INFO: Iters: 90610/150000 || Lr: 0.008688 || Task Loss: 0.4269 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:25 || Estimated Time: 1 day, 5:06:23
2023-07-26 07:12:00,228 semantic_segmentation INFO: Iters: 90620/150000 || Lr: 0.008686 || Task Loss: 0.5077 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:42 || Estimated Time: 1 day, 5:06:04
2023-07-26 07:12:16,617 semantic_segmentation INFO: Iters: 90630/150000 || Lr: 0.008685 || Task Loss: 0.4536 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:58 || Estimated Time: 1 day, 5:05:46
2023-07-26 07:12:32,998 semantic_segmentation INFO: Iters: 90640/150000 || Lr: 0.008684 || Task Loss: 0.4923 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:15 || Estimated Time: 1 day, 5:05:27
2023-07-26 07:12:49,455 semantic_segmentation INFO: Iters: 90650/150000 || Lr: 0.008682 || Task Loss: 0.4643 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:31 || Estimated Time: 1 day, 5:05:09
2023-07-26 07:13:05,975 semantic_segmentation INFO: Iters: 90660/150000 || Lr: 0.008681 || Task Loss: 0.5577 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:48 || Estimated Time: 1 day, 5:04:51
2023-07-26 07:13:22,357 semantic_segmentation INFO: Iters: 90670/150000 || Lr: 0.008680 || Task Loss: 0.3088 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:04 || Estimated Time: 1 day, 5:04:32
2023-07-26 07:13:38,737 semantic_segmentation INFO: Iters: 90680/150000 || Lr: 0.008678 || Task Loss: 0.4444 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:21 || Estimated Time: 1 day, 5:04:14
2023-07-26 07:13:55,448 semantic_segmentation INFO: Iters: 90690/150000 || Lr: 0.008677 || Task Loss: 0.4522 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:37 || Estimated Time: 1 day, 5:03:55
2023-07-26 07:14:11,900 semantic_segmentation INFO: Iters: 90700/150000 || Lr: 0.008676 || Task Loss: 0.4461 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:54 || Estimated Time: 1 day, 5:03:37
2023-07-26 07:14:28,297 semantic_segmentation INFO: Iters: 90710/150000 || Lr: 0.008674 || Task Loss: 0.4871 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:10 || Estimated Time: 1 day, 5:03:19
2023-07-26 07:14:44,876 semantic_segmentation INFO: Iters: 90720/150000 || Lr: 0.008673 || Task Loss: 0.4741 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:27 || Estimated Time: 1 day, 5:03:00
2023-07-26 07:15:01,268 semantic_segmentation INFO: Iters: 90730/150000 || Lr: 0.008672 || Task Loss: 0.5238 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:43 || Estimated Time: 1 day, 5:02:42
2023-07-26 07:15:17,673 semantic_segmentation INFO: Iters: 90740/150000 || Lr: 0.008670 || Task Loss: 0.5025 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:59 || Estimated Time: 1 day, 5:02:23
2023-07-26 07:15:34,462 semantic_segmentation INFO: Iters: 90750/150000 || Lr: 0.008669 || Task Loss: 0.5635 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:16 || Estimated Time: 1 day, 5:02:05
2023-07-26 07:15:50,840 semantic_segmentation INFO: Iters: 90760/150000 || Lr: 0.008668 || Task Loss: 0.4597 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:33 || Estimated Time: 1 day, 5:01:47
2023-07-26 07:16:07,405 semantic_segmentation INFO: Iters: 90770/150000 || Lr: 0.008666 || Task Loss: 0.4682 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:49 || Estimated Time: 1 day, 5:01:28
2023-07-26 07:16:23,970 semantic_segmentation INFO: Iters: 90780/150000 || Lr: 0.008665 || Task Loss: 0.3558 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:06 || Estimated Time: 1 day, 5:01:10
2023-07-26 07:16:40,405 semantic_segmentation INFO: Iters: 90790/150000 || Lr: 0.008664 || Task Loss: 0.3407 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:22 || Estimated Time: 1 day, 5:00:52
2023-07-26 07:16:56,780 semantic_segmentation INFO: Iters: 90800/150000 || Lr: 0.008663 || Task Loss: 0.3462 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:39 || Estimated Time: 1 day, 5:00:33
2023-07-26 07:17:13,160 semantic_segmentation INFO: Iters: 90810/150000 || Lr: 0.008661 || Task Loss: 0.4982 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:55 || Estimated Time: 1 day, 5:00:15
2023-07-26 07:17:29,543 semantic_segmentation INFO: Iters: 90820/150000 || Lr: 0.008660 || Task Loss: 0.5026 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:11 || Estimated Time: 1 day, 4:59:56
2023-07-26 07:17:46,038 semantic_segmentation INFO: Iters: 90830/150000 || Lr: 0.008659 || Task Loss: 0.5247 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:28 || Estimated Time: 1 day, 4:59:38
2023-07-26 07:18:02,499 semantic_segmentation INFO: Iters: 90840/150000 || Lr: 0.008657 || Task Loss: 0.4375 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:44 || Estimated Time: 1 day, 4:59:19
2023-07-26 07:18:18,890 semantic_segmentation INFO: Iters: 90850/150000 || Lr: 0.008656 || Task Loss: 0.4448 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:01 || Estimated Time: 1 day, 4:59:01
2023-07-26 07:18:35,280 semantic_segmentation INFO: Iters: 90860/150000 || Lr: 0.008655 || Task Loss: 0.4601 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2507|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:17 || Estimated Time: 1 day, 4:58:42
2023-07-26 07:18:51,651 semantic_segmentation INFO: Iters: 90870/150000 || Lr: 0.008653 || Task Loss: 0.5168 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:33 || Estimated Time: 1 day, 4:58:24
2023-07-26 07:19:08,037 semantic_segmentation INFO: Iters: 90880/150000 || Lr: 0.008652 || Task Loss: 0.5547 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:50 || Estimated Time: 1 day, 4:58:06
2023-07-26 07:19:24,443 semantic_segmentation INFO: Iters: 90890/150000 || Lr: 0.008651 || Task Loss: 0.3566 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:06 || Estimated Time: 1 day, 4:57:47
2023-07-26 07:19:40,826 semantic_segmentation INFO: Iters: 90900/150000 || Lr: 0.008649 || Task Loss: 0.5808 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:23 || Estimated Time: 1 day, 4:57:29
2023-07-26 07:19:57,401 semantic_segmentation INFO: Iters: 90910/150000 || Lr: 0.008648 || Task Loss: 0.5000 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:39 || Estimated Time: 1 day, 4:57:10
2023-07-26 07:20:13,772 semantic_segmentation INFO: Iters: 90920/150000 || Lr: 0.008647 || Task Loss: 0.4038 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:56 || Estimated Time: 1 day, 4:56:52
2023-07-26 07:20:30,182 semantic_segmentation INFO: Iters: 90930/150000 || Lr: 0.008645 || Task Loss: 0.4944 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:12 || Estimated Time: 1 day, 4:56:33
2023-07-26 07:20:46,714 semantic_segmentation INFO: Iters: 90940/150000 || Lr: 0.008644 || Task Loss: 0.4207 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:28 || Estimated Time: 1 day, 4:56:15
2023-07-26 07:21:03,133 semantic_segmentation INFO: Iters: 90950/150000 || Lr: 0.008643 || Task Loss: 0.4343 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:45 || Estimated Time: 1 day, 4:55:57
2023-07-26 07:21:19,542 semantic_segmentation INFO: Iters: 90960/150000 || Lr: 0.008641 || Task Loss: 0.3978 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:01 || Estimated Time: 1 day, 4:55:38
2023-07-26 07:21:36,067 semantic_segmentation INFO: Iters: 90970/150000 || Lr: 0.008640 || Task Loss: 0.5074 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:18 || Estimated Time: 1 day, 4:55:20
2023-07-26 07:21:52,507 semantic_segmentation INFO: Iters: 90980/150000 || Lr: 0.008639 || Task Loss: 0.4354 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:34 || Estimated Time: 1 day, 4:55:01
2023-07-26 07:22:08,875 semantic_segmentation INFO: Iters: 90990/150000 || Lr: 0.008637 || Task Loss: 0.3522 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:51 || Estimated Time: 1 day, 4:54:43
2023-07-26 07:22:25,265 semantic_segmentation INFO: Iters: 91000/150000 || Lr: 0.008636 || Task Loss: 0.4449 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:07 || Estimated Time: 1 day, 4:54:25
2023-07-26 07:22:41,812 semantic_segmentation INFO: Iters: 91010/150000 || Lr: 0.008635 || Task Loss: 0.4280 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:24 || Estimated Time: 1 day, 4:54:06
2023-07-26 07:22:58,195 semantic_segmentation INFO: Iters: 91020/150000 || Lr: 0.008634 || Task Loss: 0.5837 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:40 || Estimated Time: 1 day, 4:53:48
2023-07-26 07:23:14,703 semantic_segmentation INFO: Iters: 91030/150000 || Lr: 0.008632 || Task Loss: 0.5008 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:56 || Estimated Time: 1 day, 4:53:29
2023-07-26 07:23:31,209 semantic_segmentation INFO: Iters: 91040/150000 || Lr: 0.008631 || Task Loss: 0.4272 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:13 || Estimated Time: 1 day, 4:53:11
2023-07-26 07:23:47,595 semantic_segmentation INFO: Iters: 91050/150000 || Lr: 0.008630 || Task Loss: 0.6849 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:29 || Estimated Time: 1 day, 4:52:52
2023-07-26 07:24:03,972 semantic_segmentation INFO: Iters: 91060/150000 || Lr: 0.008628 || Task Loss: 0.3797 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:46 || Estimated Time: 1 day, 4:52:34
2023-07-26 07:24:20,350 semantic_segmentation INFO: Iters: 91070/150000 || Lr: 0.008627 || Task Loss: 0.4900 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:37:02 || Estimated Time: 1 day, 4:52:16
2023-07-26 07:24:36,706 semantic_segmentation INFO: Iters: 91080/150000 || Lr: 0.008626 || Task Loss: 0.4220 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:37:18 || Estimated Time: 1 day, 4:51:57
2023-07-26 07:24:53,289 semantic_segmentation INFO: Iters: 91090/150000 || Lr: 0.008624 || Task Loss: 0.5562 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:37:35 || Estimated Time: 1 day, 4:51:39
2023-07-26 07:25:09,668 semantic_segmentation INFO: Iters: 91100/150000 || Lr: 0.008623 || Task Loss: 0.5348 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:37:51 || Estimated Time: 1 day, 4:51:20
2023-07-26 07:25:26,100 semantic_segmentation INFO: Iters: 91110/150000 || Lr: 0.008622 || Task Loss: 0.5320 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:08 || Estimated Time: 1 day, 4:51:02
2023-07-26 07:25:42,492 semantic_segmentation INFO: Iters: 91120/150000 || Lr: 0.008620 || Task Loss: 0.4322 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:24 || Estimated Time: 1 day, 4:50:44
2023-07-26 07:25:58,829 semantic_segmentation INFO: Iters: 91130/150000 || Lr: 0.008619 || Task Loss: 0.4057 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:41 || Estimated Time: 1 day, 4:50:25
2023-07-26 07:26:15,258 semantic_segmentation INFO: Iters: 91140/150000 || Lr: 0.008618 || Task Loss: 0.4720 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:57 || Estimated Time: 1 day, 4:50:07
2023-07-26 07:26:31,647 semantic_segmentation INFO: Iters: 91150/150000 || Lr: 0.008616 || Task Loss: 0.5763 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:13 || Estimated Time: 1 day, 4:49:48
2023-07-26 07:26:48,023 semantic_segmentation INFO: Iters: 91160/150000 || Lr: 0.008615 || Task Loss: 0.6218 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:30 || Estimated Time: 1 day, 4:49:30
2023-07-26 07:27:04,403 semantic_segmentation INFO: Iters: 91170/150000 || Lr: 0.008614 || Task Loss: 0.4412 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:46 || Estimated Time: 1 day, 4:49:11
2023-07-26 07:27:20,880 semantic_segmentation INFO: Iters: 91180/150000 || Lr: 0.008612 || Task Loss: 0.5156 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:03 || Estimated Time: 1 day, 4:48:53
2023-07-26 07:27:37,374 semantic_segmentation INFO: Iters: 91190/150000 || Lr: 0.008611 || Task Loss: 0.2735 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:19 || Estimated Time: 1 day, 4:48:35
2023-07-26 07:27:53,771 semantic_segmentation INFO: Iters: 91200/150000 || Lr: 0.008610 || Task Loss: 0.5394 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:36 || Estimated Time: 1 day, 4:48:16
2023-07-26 07:27:53,896 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:27:54,299 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-26 07:27:54,331 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.132
2023-07-26 07:27:54,343 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.165
2023-07-26 07:27:54,356 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.166
2023-07-26 07:27:54,369 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.236
2023-07-26 07:27:54,381 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.282
2023-07-26 07:27:54,395 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.310
2023-07-26 07:27:54,409 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.315
2023-07-26 07:27:54,420 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.914, mIoU: 0.314
2023-07-26 07:27:54,434 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.920, mIoU: 0.359
2023-07-26 07:27:54,448 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.904, mIoU: 0.360
2023-07-26 07:27:54,463 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.384
2023-07-26 07:27:54,475 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.872, mIoU: 0.362
2023-07-26 07:27:54,488 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.871, mIoU: 0.340
2023-07-26 07:27:54,502 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-26 07:27:54,515 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.880, mIoU: 0.332
2023-07-26 07:27:54,525 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.875, mIoU: 0.322
2023-07-26 07:27:54,537 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.877, mIoU: 0.321
2023-07-26 07:27:54,551 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.881, mIoU: 0.327
2023-07-26 07:27:54,567 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.883, mIoU: 0.370
2023-07-26 07:27:54,581 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.371
2023-07-26 07:27:54,595 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.891, mIoU: 0.370
2023-07-26 07:27:54,609 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.890, mIoU: 0.404
2023-07-26 07:27:54,625 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.891, mIoU: 0.416
2023-07-26 07:27:54,640 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.893, mIoU: 0.428
2023-07-26 07:27:54,654 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.892, mIoU: 0.434
2023-07-26 07:27:54,668 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.893, mIoU: 0.436
2023-07-26 07:27:54,679 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.896, mIoU: 0.436
2023-07-26 07:27:54,693 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.892, mIoU: 0.425
2023-07-26 07:27:54,708 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.425
2023-07-26 07:27:54,721 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.899, mIoU: 0.425
2023-07-26 07:27:54,736 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.901, mIoU: 0.424
2023-07-26 07:27:54,750 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.904, mIoU: 0.433
2023-07-26 07:27:54,764 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.904, mIoU: 0.431
2023-07-26 07:27:54,778 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.450
2023-07-26 07:27:54,792 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.451
2023-07-26 07:27:54,805 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-26 07:27:54,817 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.909, mIoU: 0.495
2023-07-26 07:27:54,832 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.487
2023-07-26 07:27:54,845 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.904, mIoU: 0.486
2023-07-26 07:27:54,857 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.507
2023-07-26 07:27:54,871 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-26 07:27:54,885 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-26 07:27:54,897 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.499
2023-07-26 07:27:54,911 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.903, mIoU: 0.508
2023-07-26 07:27:54,925 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-26 07:27:54,937 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.906, mIoU: 0.520
2023-07-26 07:27:54,949 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.907, mIoU: 0.520
2023-07-26 07:27:54,963 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.519
2023-07-26 07:27:54,978 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.907, mIoU: 0.517
2023-07-26 07:27:54,992 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.906, mIoU: 0.514
2023-07-26 07:27:55,007 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.908, mIoU: 0.513
2023-07-26 07:27:55,019 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.511
2023-07-26 07:27:55,033 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.513
2023-07-26 07:27:55,047 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.517
2023-07-26 07:27:55,060 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.515
2023-07-26 07:27:55,074 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.513
2023-07-26 07:27:55,090 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.511
2023-07-26 07:27:55,102 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.512
2023-07-26 07:27:55,116 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.909, mIoU: 0.548
2023-07-26 07:27:55,128 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.909, mIoU: 0.555
2023-07-26 07:27:55,142 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.910, mIoU: 0.553
2023-07-26 07:27:55,154 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.910, mIoU: 0.548
2023-07-26 07:27:55,171 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.911, mIoU: 0.556
2023-07-26 07:27:55,184 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-26 07:27:55,197 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-26 07:27:55,212 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.558
2023-07-26 07:27:55,224 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.914, mIoU: 0.595
2023-07-26 07:27:55,237 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.915, mIoU: 0.596
2023-07-26 07:27:55,251 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.597
2023-07-26 07:27:55,266 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-26 07:27:55,278 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-26 07:27:55,292 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-26 07:27:55,306 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-26 07:27:55,319 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.613
2023-07-26 07:27:55,334 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.611
2023-07-26 07:27:55,347 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.607
2023-07-26 07:27:55,356 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.605
2023-07-26 07:27:55,370 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-26 07:27:55,385 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 07:27:55,397 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-26 07:27:55,411 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-26 07:27:55,425 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 07:27:55,439 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-26 07:27:55,454 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 07:27:55,468 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-26 07:27:55,482 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.590
2023-07-26 07:27:55,497 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-26 07:27:55,511 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 07:27:55,524 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 07:27:55,538 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 07:27:55,553 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 07:27:55,568 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 07:27:55,582 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-26 07:27:55,597 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-26 07:27:55,611 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-26 07:27:55,624 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-26 07:27:55,636 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-26 07:27:55,651 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-26 07:27:55,664 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-26 07:27:55,679 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 07:27:55,693 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 07:27:55,706 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:27:55,721 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:27:55,736 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:27:55,749 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-26 07:27:55,764 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 07:27:55,779 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-26 07:27:55,793 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-26 07:27:55,806 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:27:55,819 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-26 07:27:55,832 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 07:27:55,847 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:27:55,862 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:27:55,877 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:27:55,890 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:27:55,903 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:27:55,917 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:27:55,930 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:27:55,945 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:27:55,960 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 07:27:55,973 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 07:27:55,986 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 07:27:56,001 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 07:27:56,015 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 07:27:56,024 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 07:27:56,035 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 07:27:56,051 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 07:27:56,060 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 07:27:56,073 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 07:27:56,087 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 07:27:56,103 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 07:27:56,116 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 07:27:56,130 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 07:27:56,143 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 07:27:56,156 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 07:27:56,171 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 07:27:56,184 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 07:27:56,199 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 07:27:56,212 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 07:27:56,227 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 07:27:56,242 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 07:27:56,257 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 07:27:56,272 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 07:27:56,287 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 07:27:56,301 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 07:27:56,315 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 07:27:56,329 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:27:56,339 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:27:56,354 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:27:56,368 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:27:56,381 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 07:27:56,395 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:27:56,408 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:27:56,421 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:27:56,435 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 07:27:56,450 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:27:56,465 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:27:56,479 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 07:27:56,494 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 07:27:56,509 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 07:27:56,524 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 07:27:56,537 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 07:27:56,552 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 07:27:56,565 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 07:27:56,578 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:27:56,591 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:27:56,605 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:27:56,620 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 07:27:56,635 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 07:27:56,651 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 07:27:56,664 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 07:27:56,679 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 07:27:56,694 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 07:27:56,709 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 07:27:56,724 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 07:27:56,737 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 07:27:56,749 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 07:27:56,764 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 07:27:56,776 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 07:27:56,791 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 07:27:56,804 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 07:27:56,819 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 07:27:59,612 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-26 07:27:59,669 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 07:27:59,684 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-26 07:27:59,742 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-26 07:27:59,768 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 07:27:59,782 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 07:27:59,795 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-26 07:27:59,825 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 07:27:59,840 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 07:27:59,852 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-26 07:27:59,865 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 07:27:59,881 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.898, mIoU: 0.576
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2023-07-26 07:27:59,908 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:27:59,922 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 07:27:59,937 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:27:59,951 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 07:27:59,963 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 07:27:59,978 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 07:27:59,992 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 07:28:00,007 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 07:28:00,020 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 07:28:00,034 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.897, mIoU: 0.572
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2023-07-26 07:28:00,059 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 07:28:00,071 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 07:28:00,086 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 07:28:00,101 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 07:28:00,115 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:28:00,130 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:28:00,143 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:28:00,158 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:28:00,172 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 07:28:00,187 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 07:28:00,201 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 07:28:00,216 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-26 07:28:00,228 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-26 07:28:00,245 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 07:28:00,258 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 07:28:00,273 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 07:28:00,288 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 07:28:00,301 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 07:28:00,316 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:28:00,331 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:28:00,344 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 07:28:00,359 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:28:00,374 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 07:28:00,388 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-26 07:28:00,431 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:28:00,446 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 07:28:00,461 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:28:00,475 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:28:00,488 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,503 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,515 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,527 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,543 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,558 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:28:00,572 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 07:28:00,586 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,599 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:28:00,613 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,626 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,636 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,650 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:28:00,663 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 07:28:00,678 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,692 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,708 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 07:28:00,722 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,737 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,745 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,756 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 07:28:00,769 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 07:28:00,781 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 07:28:00,796 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:28:00,809 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 07:28:00,824 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,840 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,854 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,869 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,884 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,897 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 07:28:00,912 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 07:28:00,926 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 07:28:00,939 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 07:28:00,955 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 07:28:00,966 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 07:28:00,980 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 07:28:00,994 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 07:28:01,009 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 07:28:01,023 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 07:28:01,037 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 07:28:01,047 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 07:28:01,060 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 07:28:01,074 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 07:28:01,088 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 07:28:01,101 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 07:28:01,113 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 07:28:01,126 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 07:28:01,140 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 07:28:01,155 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 07:28:01,169 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 07:28:01,177 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 07:28:01,192 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 07:28:01,206 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 07:28:01,219 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 07:28:01,233 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,247 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,260 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,275 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 07:28:01,287 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 07:28:01,303 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 07:28:01,318 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 07:28:01,333 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 07:28:01,348 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 07:28:01,362 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 07:28:01,374 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 07:28:01,388 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 07:28:01,403 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,417 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,431 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 07:28:01,448 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 07:28:01,463 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 07:28:01,478 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 07:28:01,491 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 07:28:01,505 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 07:28:01,519 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 07:28:01,534 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 07:28:01,549 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,564 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,577 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,591 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,606 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 07:28:01,618 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 07:28:01,633 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 07:28:01,645 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:01,659 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 07:28:01,672 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:01,683 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:01,695 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:01,709 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:01,724 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:01,739 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,754 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,762 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,776 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,792 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,807 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,821 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,836 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,849 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,862 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:01,877 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,892 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,907 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:01,919 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:01,932 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:01,946 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:01,960 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:01,975 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:01,988 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,002 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:02,018 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:02,033 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:02,046 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 07:28:02,061 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,076 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 07:28:02,118 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 07:28:02,147 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,159 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,174 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,189 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,205 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,214 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 07:28:02,229 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 07:28:02,244 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,257 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:02,272 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,285 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,300 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,314 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,329 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,342 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 07:28:02,354 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,367 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,381 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,396 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,411 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,425 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:28:02,439 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:02,452 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:02,466 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,482 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,494 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,509 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,524 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,538 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:02,552 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:28:02,567 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,578 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,593 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,607 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,621 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,636 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,650 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,661 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,676 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 07:28:02,690 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,705 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,717 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:28:02,732 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 07:28:02,745 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 07:28:02,760 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 07:28:02,774 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 07:28:02,789 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:02,803 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,818 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:02,832 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,846 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:02,858 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:02,873 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:28:02,888 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:02,903 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:02,915 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:02,930 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,943 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,958 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,972 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:02,987 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,002 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,016 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,031 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,044 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,058 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:28:03,072 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:28:03,087 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 07:28:03,104 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 07:28:03,119 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:28:03,133 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:28:03,143 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:28:03,156 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:28:03,170 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:28:03,183 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,197 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,209 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,222 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:28:03,236 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,252 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,266 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,282 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,294 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,308 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,321 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,335 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,350 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,364 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,379 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:28:03,393 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,408 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,420 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:28:03,435 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:28:03,449 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,462 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,475 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,489 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,504 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,519 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,532 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,546 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:28:03,561 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:28:03,576 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:03,589 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:28:03,601 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:28:03,609 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:03,624 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,639 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,654 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,669 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,684 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,699 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,715 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,729 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,742 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,757 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,771 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,785 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:03,800 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:03,813 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:03,825 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:03,838 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:28:03,851 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:28:03,864 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:03,877 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:28:03,890 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:28:03,904 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,919 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,931 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,945 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,958 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,969 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,983 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:03,998 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:04,012 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:04,027 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:04,041 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,056 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,068 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:04,083 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:04,097 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:04,114 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:04,129 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,143 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,159 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,171 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,183 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,196 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:04,210 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,226 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,238 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,251 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,266 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,280 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,295 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,311 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,326 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,339 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,353 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,366 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,381 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,395 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,409 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,425 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,438 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,454 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,470 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,482 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,495 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,509 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,524 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:04,538 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,552 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,564 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:28:04,576 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:04,590 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:04,602 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:04,616 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,632 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:04,644 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,658 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,670 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,684 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,698 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,710 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,723 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,737 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:04,751 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:04,764 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:04,778 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:04,792 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:04,805 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:04,818 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:04,832 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,847 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,862 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,875 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,888 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,901 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,916 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,928 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,941 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,955 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,970 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,982 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:04,997 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:05,011 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,026 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,041 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,053 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,065 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,079 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,091 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,103 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 07:28:05,116 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 07:28:05,132 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,145 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,158 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,172 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,187 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 07:28:05,202 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,217 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,230 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,243 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,257 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,272 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,287 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,301 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,313 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,326 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,337 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,352 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,367 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,380 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 07:28:05,394 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,405 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,417 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,431 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:05,445 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,458 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,472 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:05,484 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:05,500 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,512 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,527 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,540 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:05,555 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:05,570 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:05,583 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,599 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,614 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,629 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,643 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,658 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,672 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,687 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,700 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 07:28:05,715 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,729 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,742 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,755 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,767 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,783 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,797 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:05,813 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,827 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,838 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,852 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,867 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,881 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,894 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,909 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,924 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,937 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,951 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,966 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:05,981 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:05,994 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,005 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,022 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,036 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,051 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,064 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,079 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,094 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,108 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,123 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,135 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,150 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,162 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,176 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:06,190 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:28:06,202 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,217 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,229 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,243 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,258 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 07:28:06,272 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,285 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,299 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,313 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,326 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,341 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,356 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,371 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,385 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 07:28:06,395 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,408 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,421 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,435 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,449 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,464 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,477 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,491 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,506 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,519 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,535 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:28:06,550 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,563 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,579 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,594 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,609 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,622 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,636 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,651 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,666 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,679 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,694 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,709 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,722 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,735 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,749 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,762 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,775 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,788 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,801 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:06,816 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:06,830 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:06,844 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,859 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,873 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,885 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,898 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 07:28:06,912 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,924 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,937 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,952 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,966 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:06,981 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:28:06,997 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,009 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,022 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,038 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,053 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,066 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,081 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,093 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,108 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,122 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,138 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,152 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,166 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,175 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,191 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,205 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,218 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,232 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,246 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,261 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,273 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,288 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,302 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:07,317 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:07,331 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,346 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:07,362 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,377 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,390 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,405 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:07,420 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,434 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:07,446 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,461 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,476 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,491 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,498 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,510 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:07,523 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,535 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,546 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,561 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,575 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,590 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,602 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,615 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,629 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,640 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:07,655 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:07,668 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,682 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,697 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,712 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,726 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,738 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,750 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,765 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 07:28:07,779 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,793 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,808 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,820 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,830 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,841 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,853 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,864 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,878 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:07,890 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:07,905 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:07,919 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:28:07,934 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:28:07,947 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:28:07,962 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,976 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:07,991 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,006 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,019 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,033 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,047 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:08,062 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,075 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:08,087 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,102 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,114 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,130 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,142 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,157 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,172 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,189 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,205 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:28:08,218 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,233 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:28:08,248 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,263 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,278 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,292 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,305 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,320 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:28:08,335 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,349 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,364 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,379 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,393 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 07:28:08,407 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,421 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,433 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,448 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:08,458 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,470 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 07:28:08,484 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 07:28:08,496 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:08,510 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 07:28:08,523 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 07:28:08,538 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,552 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,567 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,581 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,596 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:08,608 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,622 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,635 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:28:08,649 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:28:08,664 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,676 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:28:08,691 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,703 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:28:08,717 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:08,732 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:08,747 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,761 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,775 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,788 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,800 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,815 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,828 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,841 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,856 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:08,871 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,885 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,898 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,911 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:08,926 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:08,941 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:08,956 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:08,969 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:08,982 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:08,996 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:09,010 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:28:09,025 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,039 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,054 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,068 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,081 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:09,096 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:09,110 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:28:09,124 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,138 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,152 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,165 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,179 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,194 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,208 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,220 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:28:09,235 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:09,249 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:09,265 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,277 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,292 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,307 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,321 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,336 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,350 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,365 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,378 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,393 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,409 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,422 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,437 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,449 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,457 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,472 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,486 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,499 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,513 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,528 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,540 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:09,553 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:09,567 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:09,582 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,596 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,613 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,627 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,644 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,658 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:09,671 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:28:09,685 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:28:09,700 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:09,715 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:09,727 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:09,740 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:09,755 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,769 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,784 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,799 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,811 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,825 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,839 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:09,851 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,866 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,881 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,895 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,909 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,922 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,936 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:09,950 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:09,964 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,978 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:09,991 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,005 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,018 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,031 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,043 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,057 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,072 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,087 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,101 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,111 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,124 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,139 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,154 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,167 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,182 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,197 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,212 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,225 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,238 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,253 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,265 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,280 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,292 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,305 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,319 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,333 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,347 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,362 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,374 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,389 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,403 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:28:10,415 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,429 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,444 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,458 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,473 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,485 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,497 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,512 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,526 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:28:10,540 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,552 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,567 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,583 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,596 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,606 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,621 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,636 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,650 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,665 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,678 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:10,692 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:10,706 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,718 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,733 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,747 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,762 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,777 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,792 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,806 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,820 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,835 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,847 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,861 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,876 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:10,891 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,904 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,918 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,929 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,943 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,958 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,973 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:10,985 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,000 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,016 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,030 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,041 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,056 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,071 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,081 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:28:11,096 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:28:11,111 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:28:11,126 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:28:11,139 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:28:11,151 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,166 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,179 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,194 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:28:11,207 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,223 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,237 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,251 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,265 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,280 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,294 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,309 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,325 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,338 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,352 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,366 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,380 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,394 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,407 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,419 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,435 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,449 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,464 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,477 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,490 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,504 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:11,519 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,532 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,544 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,559 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,573 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,588 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,602 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,616 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,631 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,644 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,658 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,672 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,684 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,699 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,713 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,727 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,741 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:11,755 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:28:11,769 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,783 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,796 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,811 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,825 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:28:11,840 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,853 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,868 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,883 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,896 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,908 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:11,923 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,938 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,950 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,965 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,980 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:11,994 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:12,008 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:12,023 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:12,037 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:12,051 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:12,064 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:28:12,077 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:12,089 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:12,102 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:28:12,115 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,129 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,143 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,156 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,168 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,183 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,193 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,207 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,221 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,236 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,250 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,265 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,277 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,292 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:12,306 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,319 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,334 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,349 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,365 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,378 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,392 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,407 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,421 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,436 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,448 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,463 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,478 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,492 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,506 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,518 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,532 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,547 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,561 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,575 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,589 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,603 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,618 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,628 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,641 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,653 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,666 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:12,682 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,697 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,711 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,723 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,736 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,749 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,764 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,778 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,793 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,807 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,820 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,834 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,849 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,862 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:28:12,876 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,890 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,903 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,917 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,928 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,943 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,957 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:12,971 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,986 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:12,998 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,010 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,024 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,038 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,051 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,064 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,076 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,091 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,106 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,121 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,134 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,148 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,165 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,181 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,196 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,211 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,219 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,234 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,247 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,260 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,274 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:13,289 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:28:13,303 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,318 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,332 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,347 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,362 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,374 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,388 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,404 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,418 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,433 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,447 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,463 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,475 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,490 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,505 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,519 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,532 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,545 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,560 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,575 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,590 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:13,604 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,619 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,634 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,648 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,661 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,676 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,689 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,703 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,718 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,732 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:13,746 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,759 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,773 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,787 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,802 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,816 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,830 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,844 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,858 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,870 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,884 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,896 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,911 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,926 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,941 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,956 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,971 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,984 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:13,994 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,008 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,021 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,035 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:14,049 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,064 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,078 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,089 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,099 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,114 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,128 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,143 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,155 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,169 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,183 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,196 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,210 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,223 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,236 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,250 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,262 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,276 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,289 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,303 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,315 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:14,329 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:14,343 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:14,357 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:28:14,372 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,385 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,398 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,412 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:28:14,429 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:28:31,015 semantic_segmentation INFO: Iters: 91210/150000 || Lr: 0.008609 || Task Loss: 0.4972 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:13 || Estimated Time: 1 day, 4:48:11
2023-07-26 07:28:47,407 semantic_segmentation INFO: Iters: 91220/150000 || Lr: 0.008607 || Task Loss: 0.3433 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:29 || Estimated Time: 1 day, 4:47:53
2023-07-26 07:29:03,807 semantic_segmentation INFO: Iters: 91230/150000 || Lr: 0.008606 || Task Loss: 0.3503 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:46 || Estimated Time: 1 day, 4:47:34
2023-07-26 07:29:20,191 semantic_segmentation INFO: Iters: 91240/150000 || Lr: 0.008605 || Task Loss: 0.3158 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:02 || Estimated Time: 1 day, 4:47:16
2023-07-26 07:29:36,722 semantic_segmentation INFO: Iters: 91250/150000 || Lr: 0.008603 || Task Loss: 0.3911 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:19 || Estimated Time: 1 day, 4:46:57
2023-07-26 07:29:53,169 semantic_segmentation INFO: Iters: 91260/150000 || Lr: 0.008602 || Task Loss: 0.3025 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:35 || Estimated Time: 1 day, 4:46:39
2023-07-26 07:30:09,741 semantic_segmentation INFO: Iters: 91270/150000 || Lr: 0.008601 || Task Loss: 0.4824 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:52 || Estimated Time: 1 day, 4:46:21
2023-07-26 07:30:26,236 semantic_segmentation INFO: Iters: 91280/150000 || Lr: 0.008599 || Task Loss: 0.3542 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:08 || Estimated Time: 1 day, 4:46:02
2023-07-26 07:30:42,727 semantic_segmentation INFO: Iters: 91290/150000 || Lr: 0.008598 || Task Loss: 0.5392 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:25 || Estimated Time: 1 day, 4:45:44
2023-07-26 07:30:59,121 semantic_segmentation INFO: Iters: 91300/150000 || Lr: 0.008597 || Task Loss: 0.4162 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:41 || Estimated Time: 1 day, 4:45:26
2023-07-26 07:31:15,692 semantic_segmentation INFO: Iters: 91310/150000 || Lr: 0.008595 || Task Loss: 0.6647 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:57 || Estimated Time: 1 day, 4:45:07
2023-07-26 07:31:32,203 semantic_segmentation INFO: Iters: 91320/150000 || Lr: 0.008594 || Task Loss: 0.3278 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:14 || Estimated Time: 1 day, 4:44:49
2023-07-26 07:31:48,653 semantic_segmentation INFO: Iters: 91330/150000 || Lr: 0.008593 || Task Loss: 0.6978 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2388|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:30 || Estimated Time: 1 day, 4:44:30
2023-07-26 07:32:05,145 semantic_segmentation INFO: Iters: 91340/150000 || Lr: 0.008591 || Task Loss: 0.5241 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:47 || Estimated Time: 1 day, 4:44:12
2023-07-26 07:32:21,629 semantic_segmentation INFO: Iters: 91350/150000 || Lr: 0.008590 || Task Loss: 0.3544 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:03 || Estimated Time: 1 day, 4:43:54
2023-07-26 07:32:38,101 semantic_segmentation INFO: Iters: 91360/150000 || Lr: 0.008589 || Task Loss: 0.4782 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:20 || Estimated Time: 1 day, 4:43:35
2023-07-26 07:32:54,598 semantic_segmentation INFO: Iters: 91370/150000 || Lr: 0.008587 || Task Loss: 0.3518 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:36 || Estimated Time: 1 day, 4:43:17
2023-07-26 07:33:10,976 semantic_segmentation INFO: Iters: 91380/150000 || Lr: 0.008586 || Task Loss: 0.5174 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:53 || Estimated Time: 1 day, 4:42:58
2023-07-26 07:33:27,384 semantic_segmentation INFO: Iters: 91390/150000 || Lr: 0.008585 || Task Loss: 0.4629 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:09 || Estimated Time: 1 day, 4:42:40
2023-07-26 07:33:43,927 semantic_segmentation INFO: Iters: 91400/150000 || Lr: 0.008583 || Task Loss: 0.5794 || KD Loss: 0.1984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:26 || Estimated Time: 1 day, 4:42:22
2023-07-26 07:34:00,353 semantic_segmentation INFO: Iters: 91410/150000 || Lr: 0.008582 || Task Loss: 0.2905 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:42 || Estimated Time: 1 day, 4:42:03
2023-07-26 07:34:16,866 semantic_segmentation INFO: Iters: 91420/150000 || Lr: 0.008581 || Task Loss: 0.4842 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:59 || Estimated Time: 1 day, 4:41:45
2023-07-26 07:34:33,320 semantic_segmentation INFO: Iters: 91430/150000 || Lr: 0.008580 || Task Loss: 0.4211 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:15 || Estimated Time: 1 day, 4:41:27
2023-07-26 07:34:49,698 semantic_segmentation INFO: Iters: 91440/150000 || Lr: 0.008578 || Task Loss: 0.6402 || KD Loss: 0.3334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:31 || Estimated Time: 1 day, 4:41:08
2023-07-26 07:35:06,097 semantic_segmentation INFO: Iters: 91450/150000 || Lr: 0.008577 || Task Loss: 0.3144 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:48 || Estimated Time: 1 day, 4:40:50
2023-07-26 07:35:22,472 semantic_segmentation INFO: Iters: 91460/150000 || Lr: 0.008576 || Task Loss: 0.8427 || KD Loss: 0.2552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:04 || Estimated Time: 1 day, 4:40:31
2023-07-26 07:35:38,859 semantic_segmentation INFO: Iters: 91470/150000 || Lr: 0.008574 || Task Loss: 0.3842 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:21 || Estimated Time: 1 day, 4:40:13
2023-07-26 07:35:55,444 semantic_segmentation INFO: Iters: 91480/150000 || Lr: 0.008573 || Task Loss: 0.4495 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:37 || Estimated Time: 1 day, 4:39:55
2023-07-26 07:36:11,840 semantic_segmentation INFO: Iters: 91490/150000 || Lr: 0.008572 || Task Loss: 0.4837 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:54 || Estimated Time: 1 day, 4:39:36
2023-07-26 07:36:28,429 semantic_segmentation INFO: Iters: 91500/150000 || Lr: 0.008570 || Task Loss: 0.5360 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:10 || Estimated Time: 1 day, 4:39:18
2023-07-26 07:36:44,801 semantic_segmentation INFO: Iters: 91510/150000 || Lr: 0.008569 || Task Loss: 0.5811 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:27 || Estimated Time: 1 day, 4:38:59
2023-07-26 07:37:01,189 semantic_segmentation INFO: Iters: 91520/150000 || Lr: 0.008568 || Task Loss: 0.3756 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:43 || Estimated Time: 1 day, 4:38:41
2023-07-26 07:37:17,755 semantic_segmentation INFO: Iters: 91530/150000 || Lr: 0.008566 || Task Loss: 0.4664 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:00 || Estimated Time: 1 day, 4:38:23
2023-07-26 07:37:34,156 semantic_segmentation INFO: Iters: 91540/150000 || Lr: 0.008565 || Task Loss: 0.4135 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:16 || Estimated Time: 1 day, 4:38:04
2023-07-26 07:37:50,527 semantic_segmentation INFO: Iters: 91550/150000 || Lr: 0.008564 || Task Loss: 0.4811 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:32 || Estimated Time: 1 day, 4:37:46
2023-07-26 07:38:06,998 semantic_segmentation INFO: Iters: 91560/150000 || Lr: 0.008562 || Task Loss: 0.4403 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:49 || Estimated Time: 1 day, 4:37:27
2023-07-26 07:38:23,510 semantic_segmentation INFO: Iters: 91570/150000 || Lr: 0.008561 || Task Loss: 0.3762 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:05 || Estimated Time: 1 day, 4:37:09
2023-07-26 07:38:39,872 semantic_segmentation INFO: Iters: 91580/150000 || Lr: 0.008560 || Task Loss: 0.3863 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:22 || Estimated Time: 1 day, 4:36:51
2023-07-26 07:38:56,399 semantic_segmentation INFO: Iters: 91590/150000 || Lr: 0.008558 || Task Loss: 0.3828 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:38 || Estimated Time: 1 day, 4:36:32
2023-07-26 07:39:12,887 semantic_segmentation INFO: Iters: 91600/150000 || Lr: 0.008557 || Task Loss: 0.4527 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:55 || Estimated Time: 1 day, 4:36:14
2023-07-26 07:39:29,254 semantic_segmentation INFO: Iters: 91610/150000 || Lr: 0.008556 || Task Loss: 0.3418 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:11 || Estimated Time: 1 day, 4:35:55
2023-07-26 07:39:45,605 semantic_segmentation INFO: Iters: 91620/150000 || Lr: 0.008554 || Task Loss: 0.4330 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:27 || Estimated Time: 1 day, 4:35:37
2023-07-26 07:40:02,031 semantic_segmentation INFO: Iters: 91630/150000 || Lr: 0.008553 || Task Loss: 0.3073 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:44 || Estimated Time: 1 day, 4:35:19
2023-07-26 07:40:18,410 semantic_segmentation INFO: Iters: 91640/150000 || Lr: 0.008552 || Task Loss: 0.3926 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:00 || Estimated Time: 1 day, 4:35:00
2023-07-26 07:40:34,908 semantic_segmentation INFO: Iters: 91650/150000 || Lr: 0.008550 || Task Loss: 0.4993 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:17 || Estimated Time: 1 day, 4:34:42
2023-07-26 07:40:51,385 semantic_segmentation INFO: Iters: 91660/150000 || Lr: 0.008549 || Task Loss: 0.6159 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:33 || Estimated Time: 1 day, 4:34:23
2023-07-26 07:41:07,738 semantic_segmentation INFO: Iters: 91670/150000 || Lr: 0.008548 || Task Loss: 0.3249 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:50 || Estimated Time: 1 day, 4:34:05
2023-07-26 07:41:24,133 semantic_segmentation INFO: Iters: 91680/150000 || Lr: 0.008547 || Task Loss: 0.3770 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:06 || Estimated Time: 1 day, 4:33:47
2023-07-26 07:41:40,525 semantic_segmentation INFO: Iters: 91690/150000 || Lr: 0.008545 || Task Loss: 0.4875 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:22 || Estimated Time: 1 day, 4:33:28
2023-07-26 07:41:56,930 semantic_segmentation INFO: Iters: 91700/150000 || Lr: 0.008544 || Task Loss: 0.5496 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:39 || Estimated Time: 1 day, 4:33:10
2023-07-26 07:42:13,281 semantic_segmentation INFO: Iters: 91710/150000 || Lr: 0.008543 || Task Loss: 0.2857 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:55 || Estimated Time: 1 day, 4:32:51
2023-07-26 07:42:29,715 semantic_segmentation INFO: Iters: 91720/150000 || Lr: 0.008541 || Task Loss: 0.4316 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:11 || Estimated Time: 1 day, 4:32:33
2023-07-26 07:42:46,165 semantic_segmentation INFO: Iters: 91730/150000 || Lr: 0.008540 || Task Loss: 0.5094 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:28 || Estimated Time: 1 day, 4:32:15
2023-07-26 07:43:02,644 semantic_segmentation INFO: Iters: 91740/150000 || Lr: 0.008539 || Task Loss: 0.5732 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:44 || Estimated Time: 1 day, 4:31:56
2023-07-26 07:43:19,029 semantic_segmentation INFO: Iters: 91750/150000 || Lr: 0.008537 || Task Loss: 0.3954 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:01 || Estimated Time: 1 day, 4:31:38
2023-07-26 07:43:35,425 semantic_segmentation INFO: Iters: 91760/150000 || Lr: 0.008536 || Task Loss: 0.4386 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:17 || Estimated Time: 1 day, 4:31:19
2023-07-26 07:43:51,813 semantic_segmentation INFO: Iters: 91770/150000 || Lr: 0.008535 || Task Loss: 0.7159 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:34 || Estimated Time: 1 day, 4:31:01
2023-07-26 07:44:08,398 semantic_segmentation INFO: Iters: 91780/150000 || Lr: 0.008533 || Task Loss: 0.2949 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:50 || Estimated Time: 1 day, 4:30:43
2023-07-26 07:44:24,799 semantic_segmentation INFO: Iters: 91790/150000 || Lr: 0.008532 || Task Loss: 0.3480 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:07 || Estimated Time: 1 day, 4:30:24
2023-07-26 07:44:41,378 semantic_segmentation INFO: Iters: 91800/150000 || Lr: 0.008531 || Task Loss: 0.5014 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:23 || Estimated Time: 1 day, 4:30:06
2023-07-26 07:44:57,756 semantic_segmentation INFO: Iters: 91810/150000 || Lr: 0.008529 || Task Loss: 0.3882 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:40 || Estimated Time: 1 day, 4:29:48
2023-07-26 07:45:14,310 semantic_segmentation INFO: Iters: 91820/150000 || Lr: 0.008528 || Task Loss: 0.4702 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:56 || Estimated Time: 1 day, 4:29:29
2023-07-26 07:45:30,713 semantic_segmentation INFO: Iters: 91830/150000 || Lr: 0.008527 || Task Loss: 0.6604 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:12 || Estimated Time: 1 day, 4:29:11
2023-07-26 07:45:47,095 semantic_segmentation INFO: Iters: 91840/150000 || Lr: 0.008525 || Task Loss: 0.4699 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:29 || Estimated Time: 1 day, 4:28:52
2023-07-26 07:46:03,676 semantic_segmentation INFO: Iters: 91850/150000 || Lr: 0.008524 || Task Loss: 0.5299 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:45 || Estimated Time: 1 day, 4:28:34
2023-07-26 07:46:20,089 semantic_segmentation INFO: Iters: 91860/150000 || Lr: 0.008523 || Task Loss: 0.4977 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:02 || Estimated Time: 1 day, 4:28:16
2023-07-26 07:46:36,466 semantic_segmentation INFO: Iters: 91870/150000 || Lr: 0.008521 || Task Loss: 0.3393 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:18 || Estimated Time: 1 day, 4:27:57
2023-07-26 07:46:52,861 semantic_segmentation INFO: Iters: 91880/150000 || Lr: 0.008520 || Task Loss: 0.5281 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:35 || Estimated Time: 1 day, 4:27:39
2023-07-26 07:47:09,225 semantic_segmentation INFO: Iters: 91890/150000 || Lr: 0.008519 || Task Loss: 0.3617 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:51 || Estimated Time: 1 day, 4:27:20
2023-07-26 07:47:25,820 semantic_segmentation INFO: Iters: 91900/150000 || Lr: 0.008518 || Task Loss: 0.5783 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:08 || Estimated Time: 1 day, 4:27:02
2023-07-26 07:47:42,175 semantic_segmentation INFO: Iters: 91910/150000 || Lr: 0.008516 || Task Loss: 0.5191 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:24 || Estimated Time: 1 day, 4:26:44
2023-07-26 07:47:58,573 semantic_segmentation INFO: Iters: 91920/150000 || Lr: 0.008515 || Task Loss: 0.4724 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:40 || Estimated Time: 1 day, 4:26:25
2023-07-26 07:48:14,982 semantic_segmentation INFO: Iters: 91930/150000 || Lr: 0.008514 || Task Loss: 0.3905 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:57 || Estimated Time: 1 day, 4:26:07
2023-07-26 07:48:31,450 semantic_segmentation INFO: Iters: 91940/150000 || Lr: 0.008512 || Task Loss: 0.3329 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:01:13 || Estimated Time: 1 day, 4:25:49
2023-07-26 07:48:47,940 semantic_segmentation INFO: Iters: 91950/150000 || Lr: 0.008511 || Task Loss: 0.5295 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:01:30 || Estimated Time: 1 day, 4:25:30
2023-07-26 07:49:04,315 semantic_segmentation INFO: Iters: 91960/150000 || Lr: 0.008510 || Task Loss: 0.4530 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:01:46 || Estimated Time: 1 day, 4:25:12
2023-07-26 07:49:20,695 semantic_segmentation INFO: Iters: 91970/150000 || Lr: 0.008508 || Task Loss: 0.3407 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:02 || Estimated Time: 1 day, 4:24:53
2023-07-26 07:49:37,100 semantic_segmentation INFO: Iters: 91980/150000 || Lr: 0.008507 || Task Loss: 0.3622 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:19 || Estimated Time: 1 day, 4:24:35
2023-07-26 07:49:53,545 semantic_segmentation INFO: Iters: 91990/150000 || Lr: 0.008506 || Task Loss: 0.4440 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:35 || Estimated Time: 1 day, 4:24:17
2023-07-26 07:50:10,071 semantic_segmentation INFO: Iters: 92000/150000 || Lr: 0.008504 || Task Loss: 0.3337 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:52 || Estimated Time: 1 day, 4:23:58
2023-07-26 07:50:10,196 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:50:10,586 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 07:50:10,622 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.134
2023-07-26 07:50:10,655 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.147
2023-07-26 07:50:10,669 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.148
2023-07-26 07:50:10,682 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.938, mIoU: 0.214
2023-07-26 07:50:10,694 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.260
2023-07-26 07:50:10,708 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.945, mIoU: 0.297
2023-07-26 07:50:10,721 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.303
2023-07-26 07:50:10,734 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.330
2023-07-26 07:50:10,747 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.370
2023-07-26 07:50:10,761 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.923, mIoU: 0.371
2023-07-26 07:50:10,776 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.372
2023-07-26 07:50:10,788 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.891, mIoU: 0.366
2023-07-26 07:50:10,802 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.351
2023-07-26 07:50:10,817 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.892, mIoU: 0.342
2023-07-26 07:50:10,829 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.896, mIoU: 0.338
2023-07-26 07:50:10,839 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.336
2023-07-26 07:50:10,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.335
2023-07-26 07:50:10,866 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.902, mIoU: 0.344
2023-07-26 07:50:10,881 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.904, mIoU: 0.389
2023-07-26 07:50:10,895 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.908, mIoU: 0.391
2023-07-26 07:50:10,910 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.908, mIoU: 0.401
2023-07-26 07:50:10,924 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.441
2023-07-26 07:50:10,940 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.911, mIoU: 0.448
2023-07-26 07:50:10,955 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.450
2023-07-26 07:50:10,969 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.451
2023-07-26 07:50:10,984 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.910, mIoU: 0.450
2023-07-26 07:50:10,996 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.451
2023-07-26 07:50:11,012 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.437
2023-07-26 07:50:11,027 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.437
2023-07-26 07:50:11,041 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.437
2023-07-26 07:50:11,057 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.914, mIoU: 0.436
2023-07-26 07:50:11,072 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.444
2023-07-26 07:50:11,088 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.916, mIoU: 0.443
2023-07-26 07:50:11,103 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.476
2023-07-26 07:50:11,118 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.477
2023-07-26 07:50:11,131 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.920, mIoU: 0.477
2023-07-26 07:50:11,144 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.521
2023-07-26 07:50:11,160 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.529
2023-07-26 07:50:11,172 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.529
2023-07-26 07:50:11,185 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.553
2023-07-26 07:50:11,199 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.551
2023-07-26 07:50:11,212 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.545
2023-07-26 07:50:11,225 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.545
2023-07-26 07:50:11,239 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.552
2023-07-26 07:50:11,253 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.556
2023-07-26 07:50:11,266 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-26 07:50:11,278 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.564
2023-07-26 07:50:11,291 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-26 07:50:11,306 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-26 07:50:11,321 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-26 07:50:11,336 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-26 07:50:11,348 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.559
2023-07-26 07:50:11,363 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.559
2023-07-26 07:50:11,378 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.562
2023-07-26 07:50:11,391 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-26 07:50:11,407 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.557
2023-07-26 07:50:11,423 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.552
2023-07-26 07:50:11,437 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-26 07:50:11,452 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.588
2023-07-26 07:50:11,465 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.592
2023-07-26 07:50:11,479 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.590
2023-07-26 07:50:11,494 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-26 07:50:11,512 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-26 07:50:11,525 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.596
2023-07-26 07:50:11,539 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.595
2023-07-26 07:50:11,554 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-26 07:50:11,567 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-26 07:50:11,582 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.643
2023-07-26 07:50:11,597 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.638
2023-07-26 07:50:11,612 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-26 07:50:11,625 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-26 07:50:11,640 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.652
2023-07-26 07:50:11,654 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.652
2023-07-26 07:50:11,669 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.655
2023-07-26 07:50:11,683 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 07:50:11,698 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-26 07:50:11,707 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-26 07:50:11,722 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 07:50:11,738 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 07:50:11,751 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 07:50:11,766 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 07:50:11,781 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-26 07:50:11,795 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-26 07:50:11,811 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 07:50:11,826 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-26 07:50:11,841 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 07:50:11,856 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:11,870 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-26 07:50:11,883 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-26 07:50:11,898 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-26 07:50:11,913 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-26 07:50:11,928 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 07:50:11,943 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.900, mIoU: 0.634
2023-07-26 07:50:11,957 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-26 07:50:11,972 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.634
2023-07-26 07:50:11,985 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-26 07:50:11,998 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-26 07:50:12,012 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.903, mIoU: 0.634
2023-07-26 07:50:12,025 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.903, mIoU: 0.634
2023-07-26 07:50:12,040 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.903, mIoU: 0.634
2023-07-26 07:50:12,053 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.904, mIoU: 0.633
2023-07-26 07:50:12,066 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.905, mIoU: 0.633
2023-07-26 07:50:12,080 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.903, mIoU: 0.631
2023-07-26 07:50:12,095 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.904, mIoU: 0.631
2023-07-26 07:50:12,107 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.633
2023-07-26 07:50:12,121 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.904, mIoU: 0.634
2023-07-26 07:50:12,135 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.904, mIoU: 0.633
2023-07-26 07:50:12,148 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-26 07:50:12,161 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-26 07:50:12,173 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-26 07:50:12,186 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-26 07:50:12,201 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-26 07:50:12,216 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-26 07:50:12,231 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 07:50:12,244 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-26 07:50:12,257 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-26 07:50:12,271 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-26 07:50:12,284 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-26 07:50:12,298 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.901, mIoU: 0.610
2023-07-26 07:50:12,313 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 07:50:12,326 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.902, mIoU: 0.609
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2023-07-26 07:50:14,131 semantic_segmentation INFO: Sample: 251, Validation pixAcc: 0.899, mIoU: 0.603
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2023-07-26 07:50:16,506 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-26 07:50:16,577 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.898, mIoU: 0.588
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2023-07-26 07:50:17,137 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.582
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2023-07-26 07:50:17,850 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 07:50:17,864 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 07:50:17,878 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 07:50:17,891 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 07:50:17,905 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 07:50:17,920 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 07:50:17,932 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 07:50:17,947 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 07:50:17,958 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 07:50:17,973 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 07:50:17,985 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 07:50:17,997 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 07:50:18,009 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 07:50:18,023 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 07:50:18,038 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 07:50:18,053 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 07:50:18,067 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,076 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,090 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,105 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,120 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,135 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,149 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,162 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,174 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,189 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,203 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,218 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,230 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,243 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,257 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,271 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 07:50:18,285 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 07:50:18,298 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,312 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,327 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,342 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 07:50:18,355 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 07:50:18,370 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,384 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,397 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,411 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,426 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,440 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,454 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,467 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,482 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,496 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,512 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:18,522 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,537 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 07:50:18,552 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,565 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,580 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 07:50:18,592 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 07:50:18,607 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,622 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,637 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,650 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,662 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 07:50:18,675 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 07:50:18,689 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,704 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,719 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,733 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 07:50:18,747 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,760 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,775 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,790 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,802 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,817 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,831 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,845 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,860 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,874 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,885 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,899 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,914 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,927 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,942 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,957 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,968 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 07:50:18,983 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:18,998 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:19,013 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 07:50:19,026 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:19,041 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:19,055 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:19,070 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,084 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,101 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,117 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,132 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,146 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,160 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:19,172 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 07:50:19,187 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,201 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,216 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,228 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,243 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,256 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,270 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,285 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,299 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,314 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,328 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,342 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,356 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,370 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:19,384 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:19,399 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:19,416 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:19,431 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:19,446 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:19,455 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,468 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,483 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,496 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:19,510 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,522 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,535 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,550 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:19,566 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,580 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,595 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,608 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,622 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,634 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,648 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,662 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,677 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,692 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:19,706 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,720 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,733 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:19,747 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,762 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:19,774 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,787 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,800 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,815 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,830 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,842 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,856 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 07:50:19,871 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,886 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,898 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,910 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:19,918 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:19,932 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:19,947 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:19,962 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:19,977 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:19,992 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:20,007 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:20,023 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-26 07:50:20,079 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-26 07:50:20,121 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:20,134 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:20,147 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:20,161 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,174 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-26 07:50:20,198 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:50:20,212 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.906, mIoU: 0.618
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2023-07-26 07:50:20,237 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 07:50:20,251 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:20,263 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,274 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,288 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,301 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,315 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.907, mIoU: 0.619
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2023-07-26 07:50:20,343 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.907, mIoU: 0.619
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2023-07-26 07:50:20,369 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:20,384 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:20,398 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,415 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:20,430 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:20,444 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-26 07:50:20,472 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:50:20,485 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:50:20,497 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,512 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,528 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 07:50:20,540 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,553 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,567 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,581 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,596 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:20,610 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,625 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,637 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,652 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,664 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,678 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,692 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,706 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,721 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,734 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,749 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,764 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,776 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,789 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,804 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,819 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,834 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,849 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:20,861 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,874 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,888 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,901 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:20,916 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:20,932 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:20,945 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:20,960 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:20,973 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:20,989 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,003 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,016 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,028 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,042 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,057 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,069 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,083 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,098 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,111 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,123 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,137 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,152 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,168 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,180 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,193 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,206 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,221 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,233 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,246 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,260 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,275 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,287 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,302 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,317 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,331 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,346 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,359 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,370 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,384 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,397 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,410 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,422 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,438 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,451 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:21,464 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:21,478 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:21,494 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 07:50:21,508 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,524 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,537 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,550 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,565 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,579 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,594 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,608 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,620 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,632 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,643 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,658 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,672 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,686 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:21,699 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,709 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,721 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:21,735 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,749 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,761 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,775 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,788 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,802 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:21,814 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,828 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:21,840 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,855 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,869 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,881 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:21,896 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,910 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,924 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,938 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,952 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,966 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,980 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:21,994 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:50:22,008 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 07:50:22,022 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:22,034 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:22,046 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:22,059 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:22,074 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 07:50:22,088 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,104 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:22,118 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:22,129 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:22,143 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:22,158 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:22,172 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:22,185 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,199 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,213 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,226 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,240 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,255 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,270 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 07:50:22,283 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,294 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,310 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:22,325 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:22,340 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:22,353 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:22,367 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:22,382 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:22,397 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:22,411 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,424 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,438 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,451 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,465 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,478 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 07:50:22,490 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:22,505 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:22,517 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 07:50:22,531 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:22,545 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:22,559 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,573 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:22,587 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:22,600 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:22,614 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:22,628 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:22,642 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,657 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,672 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,681 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,695 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,707 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,722 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,736 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,751 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,764 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,778 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,793 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,806 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,822 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,838 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,851 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,866 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,880 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,895 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,908 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,922 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:22,937 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,952 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:22,965 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:22,980 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:22,994 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:23,007 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,021 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:23,035 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,047 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,061 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,074 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,087 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,102 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,116 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,130 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,145 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,159 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,172 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,184 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,199 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,211 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,224 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,238 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,253 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,268 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,283 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,296 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,309 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,325 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,339 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,352 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,367 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,379 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,394 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,408 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,424 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,438 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,452 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,460 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,476 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,491 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,503 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,517 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,531 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,545 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,558 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,572 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,586 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,601 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,615 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,629 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,644 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,660 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,673 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,688 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,702 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 07:50:23,717 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,729 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:23,744 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,760 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,774 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,781 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,794 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,807 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,819 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:23,830 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,844 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,858 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:23,873 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,884 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,897 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,911 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,921 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:23,936 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 07:50:23,949 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 07:50:23,963 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:23,978 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:23,992 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,007 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,018 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,030 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,045 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,059 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,074 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,088 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,101 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,110 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,121 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,134 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,145 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,160 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,172 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,187 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,202 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,217 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,230 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,245 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,259 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,274 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,289 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,302 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,316 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,331 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,346 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,358 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,371 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 07:50:24,385 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,397 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,412 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,425 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,439 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 07:50:24,453 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 07:50:24,470 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 07:50:24,485 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 07:50:24,498 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,513 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,527 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,541 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,556 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,569 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,581 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,596 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,610 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:50:24,625 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 07:50:24,640 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,655 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,670 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,684 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,699 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,711 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 07:50:24,726 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,736 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,749 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,763 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 07:50:24,775 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,789 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,804 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 07:50:24,819 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,834 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,849 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 07:50:24,863 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,877 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:24,889 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:24,904 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,917 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,931 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,945 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,958 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,972 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,985 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:24,999 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,013 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,028 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,042 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,057 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,069 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,081 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,096 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,108 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,121 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 07:50:25,136 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,150 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,164 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,176 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,189 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,204 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,219 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,234 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,246 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,259 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,273 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 07:50:25,287 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,303 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,317 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,332 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,347 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:25,361 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:25,376 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:25,391 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 07:50:25,406 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:25,420 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,435 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,447 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 07:50:25,463 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 07:50:25,477 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 07:50:25,493 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:25,505 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 07:50:25,518 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,532 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,547 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,560 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,574 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,588 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,602 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,616 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,630 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,644 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,656 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:25,670 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,686 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,698 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,712 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,724 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:25,733 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,747 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,761 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,774 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:25,788 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:25,802 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:25,815 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,827 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,841 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,855 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,870 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,886 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,899 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,916 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,931 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,944 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,959 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,974 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:25,989 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,001 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:26,014 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 07:50:26,029 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,045 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:26,059 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,074 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 07:50:26,087 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,102 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,115 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,127 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,142 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,157 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,171 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,185 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,197 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,211 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,225 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 07:50:26,239 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,253 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,265 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,280 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,292 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,304 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,316 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,330 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,344 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,358 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,372 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,382 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,394 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,409 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,423 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,435 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,450 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,465 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,479 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,491 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,505 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,519 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,532 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,547 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,559 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,572 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,586 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,600 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,615 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,629 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,642 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,656 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,671 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,683 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,697 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,712 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,726 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,740 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,752 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,765 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,779 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,794 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,807 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,819 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,834 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,850 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,863 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,873 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,887 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,901 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,916 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,930 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,943 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,958 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 07:50:26,972 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:26,985 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:26,999 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:27,014 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,029 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:27,044 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:27,060 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,074 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,088 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,103 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,117 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,131 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:27,146 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 07:50:27,161 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,173 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,187 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,198 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,212 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,227 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,241 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,253 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,268 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,283 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,297 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,308 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,322 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,336 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,346 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,360 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:27,375 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 07:50:27,389 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,402 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 07:50:27,414 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,428 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:27,441 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,456 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,468 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,483 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,495 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,508 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,523 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,537 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,552 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,566 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,583 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,595 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,610 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,624 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,639 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,654 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:27,666 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:27,679 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:27,695 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:27,710 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 07:50:27,724 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:27,737 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:27,750 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:27,764 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:27,778 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,790 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,803 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,817 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,831 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,845 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,858 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,872 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,887 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,899 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,913 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,927 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,939 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,953 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:27,968 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 07:50:27,982 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:27,997 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 07:50:28,011 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:28,025 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,039 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:28,053 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,067 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:28,081 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,096 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,110 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,125 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,139 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,152 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,164 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,179 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,194 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,207 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,221 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,236 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,251 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,265 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,279 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,293 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,308 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,320 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,333 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,345 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,358 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,371 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,386 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,401 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,414 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,427 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,442 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,454 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,468 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,483 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,498 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,513 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,527 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,540 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,555 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:28,569 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,582 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,597 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,612 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:28,627 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,639 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,654 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,668 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,682 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,696 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,708 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,722 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,736 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,751 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,765 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 07:50:28,777 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 07:50:28,792 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,807 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,821 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,836 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,850 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,865 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,880 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,890 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 07:50:28,904 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,917 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,929 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,946 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:28,961 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:28,974 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:28,987 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:28,999 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,012 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,027 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,040 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,055 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,069 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,082 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,096 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,111 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,123 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,137 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,152 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,164 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,178 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,190 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,205 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,219 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,234 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,248 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,261 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,273 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,287 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,302 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,315 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,328 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,341 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,355 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,369 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,384 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,396 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,411 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,427 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,442 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,457 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,471 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,479 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,493 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,505 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,518 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,532 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,547 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,560 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,575 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 07:50:29,591 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-26 07:50:29,621 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:29,633 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,648 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:29,664 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,679 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-26 07:50:29,709 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-26 07:50:29,738 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-26 07:50:29,781 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 07:50:29,793 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.904, mIoU: 0.614
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2023-07-26 07:50:29,820 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:29,834 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:29,849 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,863 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,877 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,891 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 07:50:29,932 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 07:50:29,959 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,973 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:29,987 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,002 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,014 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,029 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,044 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 07:50:30,073 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,088 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,102 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,117 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,130 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,144 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,157 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,172 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,186 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,200 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,215 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:30,229 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 07:50:30,243 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,252 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,266 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,279 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,293 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,308 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,322 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,337 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,348 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,357 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,373 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,388 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,402 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,415 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,429 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,444 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,456 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,471 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,485 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,499 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,513 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:30,526 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,540 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,554 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,569 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,581 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,595 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,610 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,624 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,639 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,651 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,665 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,679 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 07:50:30,695 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 07:50:46,906 semantic_segmentation INFO: Iters: 92010/150000 || Lr: 0.008503 || Task Loss: 0.6559 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:03:29 || Estimated Time: 1 day, 4:23:53
2023-07-26 07:51:03,323 semantic_segmentation INFO: Iters: 92020/150000 || Lr: 0.008502 || Task Loss: 0.7205 || KD Loss: 0.2416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:03:45 || Estimated Time: 1 day, 4:23:34
2023-07-26 07:51:19,755 semantic_segmentation INFO: Iters: 92030/150000 || Lr: 0.008500 || Task Loss: 0.6550 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:02 || Estimated Time: 1 day, 4:23:16
2023-07-26 07:51:36,275 semantic_segmentation INFO: Iters: 92040/150000 || Lr: 0.008499 || Task Loss: 0.4090 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:18 || Estimated Time: 1 day, 4:22:58
2023-07-26 07:51:52,679 semantic_segmentation INFO: Iters: 92050/150000 || Lr: 0.008498 || Task Loss: 0.5370 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:34 || Estimated Time: 1 day, 4:22:39
2023-07-26 07:52:09,266 semantic_segmentation INFO: Iters: 92060/150000 || Lr: 0.008496 || Task Loss: 0.2945 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:51 || Estimated Time: 1 day, 4:22:21
2023-07-26 07:52:25,646 semantic_segmentation INFO: Iters: 92070/150000 || Lr: 0.008495 || Task Loss: 0.3411 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:07 || Estimated Time: 1 day, 4:22:03
2023-07-26 07:52:42,429 semantic_segmentation INFO: Iters: 92080/150000 || Lr: 0.008494 || Task Loss: 0.4915 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:24 || Estimated Time: 1 day, 4:21:44
2023-07-26 07:52:58,959 semantic_segmentation INFO: Iters: 92090/150000 || Lr: 0.008492 || Task Loss: 0.3523 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:41 || Estimated Time: 1 day, 4:21:26
2023-07-26 07:53:15,423 semantic_segmentation INFO: Iters: 92100/150000 || Lr: 0.008491 || Task Loss: 0.5091 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:57 || Estimated Time: 1 day, 4:21:08
2023-07-26 07:53:31,806 semantic_segmentation INFO: Iters: 92110/150000 || Lr: 0.008490 || Task Loss: 0.3840 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:14 || Estimated Time: 1 day, 4:20:49
2023-07-26 07:53:48,388 semantic_segmentation INFO: Iters: 92120/150000 || Lr: 0.008488 || Task Loss: 0.6804 || KD Loss: 0.1673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:30 || Estimated Time: 1 day, 4:20:31
2023-07-26 07:54:04,851 semantic_segmentation INFO: Iters: 92130/150000 || Lr: 0.008487 || Task Loss: 0.4915 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:47 || Estimated Time: 1 day, 4:20:13
2023-07-26 07:54:21,351 semantic_segmentation INFO: Iters: 92140/150000 || Lr: 0.008486 || Task Loss: 0.4521 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:03 || Estimated Time: 1 day, 4:19:54
2023-07-26 07:54:37,750 semantic_segmentation INFO: Iters: 92150/150000 || Lr: 0.008485 || Task Loss: 0.4956 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:20 || Estimated Time: 1 day, 4:19:36
2023-07-26 07:54:54,126 semantic_segmentation INFO: Iters: 92160/150000 || Lr: 0.008483 || Task Loss: 0.5732 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:36 || Estimated Time: 1 day, 4:19:18
2023-07-26 07:55:10,520 semantic_segmentation INFO: Iters: 92170/150000 || Lr: 0.008482 || Task Loss: 0.3143 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:52 || Estimated Time: 1 day, 4:18:59
2023-07-26 07:55:26,941 semantic_segmentation INFO: Iters: 92180/150000 || Lr: 0.008481 || Task Loss: 0.4021 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:09 || Estimated Time: 1 day, 4:18:41
2023-07-26 07:55:43,385 semantic_segmentation INFO: Iters: 92190/150000 || Lr: 0.008479 || Task Loss: 0.4792 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:25 || Estimated Time: 1 day, 4:18:22
2023-07-26 07:55:59,788 semantic_segmentation INFO: Iters: 92200/150000 || Lr: 0.008478 || Task Loss: 0.4143 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:42 || Estimated Time: 1 day, 4:18:04
2023-07-26 07:56:16,205 semantic_segmentation INFO: Iters: 92210/150000 || Lr: 0.008477 || Task Loss: 0.5066 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:58 || Estimated Time: 1 day, 4:17:46
2023-07-26 07:56:32,621 semantic_segmentation INFO: Iters: 92220/150000 || Lr: 0.008475 || Task Loss: 0.5887 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:14 || Estimated Time: 1 day, 4:17:27
2023-07-26 07:56:49,010 semantic_segmentation INFO: Iters: 92230/150000 || Lr: 0.008474 || Task Loss: 0.4158 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:31 || Estimated Time: 1 day, 4:17:09
2023-07-26 07:57:05,349 semantic_segmentation INFO: Iters: 92240/150000 || Lr: 0.008473 || Task Loss: 0.6284 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:47 || Estimated Time: 1 day, 4:16:50
2023-07-26 07:57:21,778 semantic_segmentation INFO: Iters: 92250/150000 || Lr: 0.008471 || Task Loss: 0.4375 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:04 || Estimated Time: 1 day, 4:16:32
2023-07-26 07:57:38,173 semantic_segmentation INFO: Iters: 92260/150000 || Lr: 0.008470 || Task Loss: 0.5714 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:20 || Estimated Time: 1 day, 4:16:14
2023-07-26 07:57:54,538 semantic_segmentation INFO: Iters: 92270/150000 || Lr: 0.008469 || Task Loss: 0.3716 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:36 || Estimated Time: 1 day, 4:15:55
2023-07-26 07:58:10,950 semantic_segmentation INFO: Iters: 92280/150000 || Lr: 0.008467 || Task Loss: 0.3815 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:53 || Estimated Time: 1 day, 4:15:37
2023-07-26 07:58:27,338 semantic_segmentation INFO: Iters: 92290/150000 || Lr: 0.008466 || Task Loss: 0.5871 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:09 || Estimated Time: 1 day, 4:15:18
2023-07-26 07:58:43,698 semantic_segmentation INFO: Iters: 92300/150000 || Lr: 0.008465 || Task Loss: 0.4710 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:25 || Estimated Time: 1 day, 4:15:00
2023-07-26 07:59:00,204 semantic_segmentation INFO: Iters: 92310/150000 || Lr: 0.008463 || Task Loss: 0.5274 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:42 || Estimated Time: 1 day, 4:14:42
2023-07-26 07:59:16,670 semantic_segmentation INFO: Iters: 92320/150000 || Lr: 0.008462 || Task Loss: 0.4590 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:58 || Estimated Time: 1 day, 4:14:23
2023-07-26 07:59:33,062 semantic_segmentation INFO: Iters: 92330/150000 || Lr: 0.008461 || Task Loss: 0.4542 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:15 || Estimated Time: 1 day, 4:14:05
2023-07-26 07:59:49,460 semantic_segmentation INFO: Iters: 92340/150000 || Lr: 0.008459 || Task Loss: 0.3738 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:31 || Estimated Time: 1 day, 4:13:46
2023-07-26 08:00:06,033 semantic_segmentation INFO: Iters: 92350/150000 || Lr: 0.008458 || Task Loss: 0.4407 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:48 || Estimated Time: 1 day, 4:13:28
2023-07-26 08:00:22,414 semantic_segmentation INFO: Iters: 92360/150000 || Lr: 0.008457 || Task Loss: 0.4285 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:04 || Estimated Time: 1 day, 4:13:10
2023-07-26 08:00:38,864 semantic_segmentation INFO: Iters: 92370/150000 || Lr: 0.008455 || Task Loss: 0.5739 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:21 || Estimated Time: 1 day, 4:12:51
2023-07-26 08:00:55,385 semantic_segmentation INFO: Iters: 92380/150000 || Lr: 0.008454 || Task Loss: 0.2757 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:37 || Estimated Time: 1 day, 4:12:33
2023-07-26 08:01:11,824 semantic_segmentation INFO: Iters: 92390/150000 || Lr: 0.008453 || Task Loss: 0.4083 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:54 || Estimated Time: 1 day, 4:12:15
2023-07-26 08:01:28,349 semantic_segmentation INFO: Iters: 92400/150000 || Lr: 0.008452 || Task Loss: 0.6773 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:10 || Estimated Time: 1 day, 4:11:56
2023-07-26 08:01:44,760 semantic_segmentation INFO: Iters: 92410/150000 || Lr: 0.008450 || Task Loss: 0.4988 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:27 || Estimated Time: 1 day, 4:11:38
2023-07-26 08:02:01,235 semantic_segmentation INFO: Iters: 92420/150000 || Lr: 0.008449 || Task Loss: 0.3872 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:43 || Estimated Time: 1 day, 4:11:20
2023-07-26 08:02:17,713 semantic_segmentation INFO: Iters: 92430/150000 || Lr: 0.008448 || Task Loss: 0.4170 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:59 || Estimated Time: 1 day, 4:11:01
2023-07-26 08:02:34,103 semantic_segmentation INFO: Iters: 92440/150000 || Lr: 0.008446 || Task Loss: 0.4221 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:16 || Estimated Time: 1 day, 4:10:43
2023-07-26 08:02:50,494 semantic_segmentation INFO: Iters: 92450/150000 || Lr: 0.008445 || Task Loss: 0.5206 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:32 || Estimated Time: 1 day, 4:10:25
2023-07-26 08:03:07,062 semantic_segmentation INFO: Iters: 92460/150000 || Lr: 0.008444 || Task Loss: 0.3544 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:49 || Estimated Time: 1 day, 4:10:06
2023-07-26 08:03:23,422 semantic_segmentation INFO: Iters: 92470/150000 || Lr: 0.008442 || Task Loss: 0.3447 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:05 || Estimated Time: 1 day, 4:09:48
2023-07-26 08:03:39,845 semantic_segmentation INFO: Iters: 92480/150000 || Lr: 0.008441 || Task Loss: 0.5707 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:22 || Estimated Time: 1 day, 4:09:30
2023-07-26 08:03:56,235 semantic_segmentation INFO: Iters: 92490/150000 || Lr: 0.008440 || Task Loss: 0.4853 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:38 || Estimated Time: 1 day, 4:09:11
2023-07-26 08:04:12,630 semantic_segmentation INFO: Iters: 92500/150000 || Lr: 0.008438 || Task Loss: 0.4517 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:54 || Estimated Time: 1 day, 4:08:53
2023-07-26 08:04:29,201 semantic_segmentation INFO: Iters: 92510/150000 || Lr: 0.008437 || Task Loss: 0.3468 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:11 || Estimated Time: 1 day, 4:08:35
2023-07-26 08:04:45,585 semantic_segmentation INFO: Iters: 92520/150000 || Lr: 0.008436 || Task Loss: 0.3973 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:27 || Estimated Time: 1 day, 4:08:16
2023-07-26 08:05:01,955 semantic_segmentation INFO: Iters: 92530/150000 || Lr: 0.008434 || Task Loss: 0.3704 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:44 || Estimated Time: 1 day, 4:07:58
2023-07-26 08:05:18,337 semantic_segmentation INFO: Iters: 92540/150000 || Lr: 0.008433 || Task Loss: 0.5938 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:00 || Estimated Time: 1 day, 4:07:39
2023-07-26 08:05:34,774 semantic_segmentation INFO: Iters: 92550/150000 || Lr: 0.008432 || Task Loss: 0.3930 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:17 || Estimated Time: 1 day, 4:07:21
2023-07-26 08:05:51,293 semantic_segmentation INFO: Iters: 92560/150000 || Lr: 0.008430 || Task Loss: 0.3645 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:33 || Estimated Time: 1 day, 4:07:03
2023-07-26 08:06:07,689 semantic_segmentation INFO: Iters: 92570/150000 || Lr: 0.008429 || Task Loss: 0.7163 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:49 || Estimated Time: 1 day, 4:06:44
2023-07-26 08:06:24,095 semantic_segmentation INFO: Iters: 92580/150000 || Lr: 0.008428 || Task Loss: 0.5808 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:06 || Estimated Time: 1 day, 4:06:26
2023-07-26 08:06:40,455 semantic_segmentation INFO: Iters: 92590/150000 || Lr: 0.008426 || Task Loss: 0.4112 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:22 || Estimated Time: 1 day, 4:06:07
2023-07-26 08:06:56,926 semantic_segmentation INFO: Iters: 92600/150000 || Lr: 0.008425 || Task Loss: 0.4096 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:39 || Estimated Time: 1 day, 4:05:49
2023-07-26 08:07:13,413 semantic_segmentation INFO: Iters: 92610/150000 || Lr: 0.008424 || Task Loss: 0.5092 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:55 || Estimated Time: 1 day, 4:05:31
2023-07-26 08:07:29,838 semantic_segmentation INFO: Iters: 92620/150000 || Lr: 0.008422 || Task Loss: 0.6475 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:12 || Estimated Time: 1 day, 4:05:12
2023-07-26 08:07:46,369 semantic_segmentation INFO: Iters: 92630/150000 || Lr: 0.008421 || Task Loss: 0.3177 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:28 || Estimated Time: 1 day, 4:04:54
2023-07-26 08:08:02,779 semantic_segmentation INFO: Iters: 92640/150000 || Lr: 0.008420 || Task Loss: 0.4453 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:45 || Estimated Time: 1 day, 4:04:36
2023-07-26 08:08:19,213 semantic_segmentation INFO: Iters: 92650/150000 || Lr: 0.008419 || Task Loss: 0.4909 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:01 || Estimated Time: 1 day, 4:04:17
2023-07-26 08:08:35,779 semantic_segmentation INFO: Iters: 92660/150000 || Lr: 0.008417 || Task Loss: 0.6325 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:18 || Estimated Time: 1 day, 4:03:59
2023-07-26 08:08:52,162 semantic_segmentation INFO: Iters: 92670/150000 || Lr: 0.008416 || Task Loss: 0.5209 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:34 || Estimated Time: 1 day, 4:03:41
2023-07-26 08:09:08,593 semantic_segmentation INFO: Iters: 92680/150000 || Lr: 0.008415 || Task Loss: 0.5018 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:50 || Estimated Time: 1 day, 4:03:22
2023-07-26 08:09:25,139 semantic_segmentation INFO: Iters: 92690/150000 || Lr: 0.008413 || Task Loss: 0.3850 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:07 || Estimated Time: 1 day, 4:03:04
2023-07-26 08:09:41,508 semantic_segmentation INFO: Iters: 92700/150000 || Lr: 0.008412 || Task Loss: 0.3223 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:23 || Estimated Time: 1 day, 4:02:46
2023-07-26 08:09:58,100 semantic_segmentation INFO: Iters: 92710/150000 || Lr: 0.008411 || Task Loss: 0.4702 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:40 || Estimated Time: 1 day, 4:02:27
2023-07-26 08:10:14,484 semantic_segmentation INFO: Iters: 92720/150000 || Lr: 0.008409 || Task Loss: 0.3341 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:56 || Estimated Time: 1 day, 4:02:09
2023-07-26 08:10:30,882 semantic_segmentation INFO: Iters: 92730/150000 || Lr: 0.008408 || Task Loss: 0.3948 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:13 || Estimated Time: 1 day, 4:01:51
2023-07-26 08:10:47,249 semantic_segmentation INFO: Iters: 92740/150000 || Lr: 0.008407 || Task Loss: 0.5711 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:29 || Estimated Time: 1 day, 4:01:32
2023-07-26 08:11:03,777 semantic_segmentation INFO: Iters: 92750/150000 || Lr: 0.008405 || Task Loss: 0.3134 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:46 || Estimated Time: 1 day, 4:01:14
2023-07-26 08:11:20,210 semantic_segmentation INFO: Iters: 92760/150000 || Lr: 0.008404 || Task Loss: 0.6056 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:02 || Estimated Time: 1 day, 4:00:56
2023-07-26 08:11:36,621 semantic_segmentation INFO: Iters: 92770/150000 || Lr: 0.008403 || Task Loss: 0.5000 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:18 || Estimated Time: 1 day, 4:00:37
2023-07-26 08:11:53,000 semantic_segmentation INFO: Iters: 92780/150000 || Lr: 0.008401 || Task Loss: 0.3594 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:35 || Estimated Time: 1 day, 4:00:19
2023-07-26 08:12:09,366 semantic_segmentation INFO: Iters: 92790/150000 || Lr: 0.008400 || Task Loss: 0.5682 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:51 || Estimated Time: 1 day, 4:00:01
2023-07-26 08:12:25,752 semantic_segmentation INFO: Iters: 92800/150000 || Lr: 0.008399 || Task Loss: 0.3827 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:25:08 || Estimated Time: 1 day, 3:59:42
2023-07-26 08:12:25,876 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:12:26,258 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-26 08:12:26,287 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.130
2023-07-26 08:12:26,298 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.161
2023-07-26 08:12:26,312 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.162
2023-07-26 08:12:26,325 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.235
2023-07-26 08:12:26,337 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.280
2023-07-26 08:12:26,350 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.320
2023-07-26 08:12:26,364 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.325
2023-07-26 08:12:26,375 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.355
2023-07-26 08:12:26,389 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.396
2023-07-26 08:12:26,402 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.939, mIoU: 0.402
2023-07-26 08:12:26,416 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.431
2023-07-26 08:12:26,428 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.904, mIoU: 0.392
2023-07-26 08:12:26,441 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.902, mIoU: 0.367
2023-07-26 08:12:26,455 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.903, mIoU: 0.362
2023-07-26 08:12:26,467 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.906, mIoU: 0.357
2023-07-26 08:12:26,477 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.907, mIoU: 0.356
2023-07-26 08:12:26,489 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.902, mIoU: 0.352
2023-07-26 08:12:26,503 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.905, mIoU: 0.358
2023-07-26 08:12:26,518 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.906, mIoU: 0.402
2023-07-26 08:12:26,532 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.407
2023-07-26 08:12:26,546 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.911, mIoU: 0.418
2023-07-26 08:12:26,560 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.909, mIoU: 0.454
2023-07-26 08:12:26,575 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.912, mIoU: 0.460
2023-07-26 08:12:26,590 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.462
2023-07-26 08:12:26,603 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.459
2023-07-26 08:12:26,617 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.910, mIoU: 0.460
2023-07-26 08:12:26,627 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.460
2023-07-26 08:12:26,641 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.447
2023-07-26 08:12:26,656 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.447
2023-07-26 08:12:26,670 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.449
2023-07-26 08:12:26,685 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.448
2023-07-26 08:12:26,700 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.457
2023-07-26 08:12:26,715 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.456
2023-07-26 08:12:26,730 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.473
2023-07-26 08:12:26,745 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.474
2023-07-26 08:12:26,758 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.476
2023-07-26 08:12:26,770 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.520
2023-07-26 08:12:26,786 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.533
2023-07-26 08:12:26,799 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-26 08:12:26,812 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.550
2023-07-26 08:12:26,826 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.550
2023-07-26 08:12:26,840 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.544
2023-07-26 08:12:26,853 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.544
2023-07-26 08:12:26,868 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.542
2023-07-26 08:12:26,884 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.919, mIoU: 0.547
2023-07-26 08:12:26,897 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.554
2023-07-26 08:12:26,910 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.920, mIoU: 0.554
2023-07-26 08:12:26,924 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.558
2023-07-26 08:12:26,940 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.554
2023-07-26 08:12:26,956 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.549
2023-07-26 08:12:26,971 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.549
2023-07-26 08:12:26,985 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.547
2023-07-26 08:12:27,001 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.548
2023-07-26 08:12:27,016 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.553
2023-07-26 08:12:27,029 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.551
2023-07-26 08:12:27,045 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.549
2023-07-26 08:12:27,062 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.547
2023-07-26 08:12:27,075 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.550
2023-07-26 08:12:27,090 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.918, mIoU: 0.600
2023-07-26 08:12:27,103 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.595
2023-07-26 08:12:27,118 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.919, mIoU: 0.593
2023-07-26 08:12:27,131 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-26 08:12:27,149 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.597
2023-07-26 08:12:27,162 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-26 08:12:27,177 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.922, mIoU: 0.599
2023-07-26 08:12:27,192 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.600
2023-07-26 08:12:27,205 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.646
2023-07-26 08:12:27,219 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-26 08:12:27,234 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-26 08:12:27,249 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 08:12:27,262 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 08:12:27,277 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 08:12:27,292 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 08:12:27,306 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 08:12:27,321 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-26 08:12:27,336 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 08:12:27,345 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 08:12:27,360 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 08:12:27,376 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 08:12:27,390 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-26 08:12:27,435 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 08:12:27,450 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 08:12:27,465 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 08:12:27,480 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-26 08:12:27,495 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 08:12:27,510 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 08:12:27,523 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 08:12:27,537 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 08:12:27,553 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 08:12:27,568 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:27,582 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-26 08:12:27,597 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.907, mIoU: 0.629
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2023-07-26 08:12:27,638 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-26 08:12:27,653 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-26 08:12:27,680 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 08:12:27,722 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:27,736 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:27,749 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 08:12:27,829 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 08:12:27,898 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 08:12:27,913 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 08:12:27,927 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 08:12:27,942 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.910, mIoU: 0.619
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2023-07-26 08:12:27,983 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 08:12:27,998 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 08:12:28,013 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-26 08:12:28,021 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.913, mIoU: 0.618
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2023-07-26 08:12:28,048 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 08:12:28,057 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 08:12:28,070 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-26 08:12:28,099 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.914, mIoU: 0.626
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2023-07-26 08:12:28,167 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.619
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2023-07-26 08:12:28,308 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-26 08:12:28,430 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 08:12:28,445 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-26 08:12:28,490 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 08:12:28,505 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.916, mIoU: 0.646
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2023-07-26 08:12:28,533 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-26 08:12:28,613 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:28,628 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 08:12:28,643 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-26 08:12:28,685 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.913, mIoU: 0.625
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2023-07-26 08:12:28,826 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 08:12:28,841 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-26 08:12:28,912 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 08:12:29,000 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.913, mIoU: 0.623
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2023-07-26 08:12:29,056 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.911, mIoU: 0.616
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2023-07-26 08:12:29,823 semantic_segmentation INFO: Sample: 254, Validation pixAcc: 0.907, mIoU: 0.623
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2023-07-26 08:12:30,283 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.904, mIoU: 0.611
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2023-07-26 08:12:31,331 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.902, mIoU: 0.608
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2023-07-26 08:12:32,577 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.901, mIoU: 0.596
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2023-07-26 08:12:32,617 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,626 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,640 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 08:12:32,653 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 08:12:32,668 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 08:12:32,682 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 08:12:32,697 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 08:12:32,712 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,726 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 08:12:32,735 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 08:12:32,745 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 08:12:32,757 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,770 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,785 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 08:12:32,798 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 08:12:32,813 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 08:12:32,829 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 08:12:32,844 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 08:12:32,859 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 08:12:32,874 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 08:12:32,887 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 08:12:32,902 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 08:12:32,917 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 08:12:32,930 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 08:12:32,945 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 08:12:32,956 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:12:32,971 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:12:32,985 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:12:33,000 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:12:33,014 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:12:33,029 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:12:33,038 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:12:33,051 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:12:33,065 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 08:12:33,079 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 08:12:33,091 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 08:12:33,104 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 08:12:33,117 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,131 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,145 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,159 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,168 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,182 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,196 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,209 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 08:12:33,223 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,238 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,251 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,266 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,279 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,294 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,310 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,326 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,341 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,355 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,368 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,382 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:33,397 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,411 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,424 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,440 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:33,455 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:33,469 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 08:12:33,481 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 08:12:33,495 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,509 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,523 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 08:12:33,538 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,552 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,565 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,579 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:33,593 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:33,606 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:33,620 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:33,631 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,646 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,659 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:33,670 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-26 08:12:33,682 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,696 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,711 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,725 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,740 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,748 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,762 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:33,777 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,792 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,807 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:33,821 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,834 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,847 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,861 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,876 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,891 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,903 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:33,916 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,931 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,944 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,959 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:33,971 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:33,986 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:34,001 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:34,016 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:34,029 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:34,044 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:34,059 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:34,071 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:34,086 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:34,100 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,114 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,129 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,141 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,156 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,171 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:34,187 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:34,197 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 08:12:34,211 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:34,226 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:34,238 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:34,253 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,266 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,281 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,296 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,310 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,323 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,336 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 08:12:34,348 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 08:12:34,363 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 08:12:34,378 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,393 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 08:12:34,407 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 08:12:34,422 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 08:12:34,434 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,449 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,464 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,476 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:34,490 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,505 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:34,519 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,533 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,547 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,558 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,572 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,586 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,600 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,614 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,628 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,639 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,654 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,669 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,684 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:34,697 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:34,712 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:34,726 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:34,742 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:34,756 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:34,772 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:34,787 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:34,801 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:34,816 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:34,830 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:34,843 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:34,857 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 08:12:34,871 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-26 08:12:34,938 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:34,952 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:34,966 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 08:12:34,980 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 08:12:34,994 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 08:12:35,008 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 08:12:35,021 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 08:12:35,049 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-26 08:12:35,095 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-26 08:12:35,120 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 08:12:35,133 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 08:12:35,174 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 08:12:35,187 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 08:12:35,200 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 08:12:35,214 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 08:12:35,245 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:35,261 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,273 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,288 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,301 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,315 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,330 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,345 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:35,360 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,375 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,390 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,403 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,417 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:35,432 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,445 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,458 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,471 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,486 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,500 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,512 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,526 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:35,541 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:35,555 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:35,568 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:35,580 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:35,587 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:35,601 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:35,616 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:35,630 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:35,645 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:35,659 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:35,674 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:35,690 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:35,705 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:35,718 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:35,733 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 08:12:35,747 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 08:12:35,762 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:35,777 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:35,790 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:35,803 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:35,816 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:35,830 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:35,843 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 08:12:35,856 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 08:12:35,869 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 08:12:35,883 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 08:12:35,897 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,908 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,922 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,934 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,944 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,959 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,973 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:35,987 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,001 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,015 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,029 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,041 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,056 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,070 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,086 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,101 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,115 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 08:12:36,130 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 08:12:36,142 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 08:12:36,154 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 08:12:36,167 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 08:12:36,181 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,197 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,209 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,222 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,236 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,250 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,264 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,279 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,294 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,307 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,322 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,335 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,349 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,364 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,378 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,393 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,406 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,422 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,437 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,449 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,462 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,478 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,493 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,507 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:36,522 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,533 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,546 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,560 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:36,573 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:36,588 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,604 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,617 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,632 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,644 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,659 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,674 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,687 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,700 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,715 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,729 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:36,742 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:36,757 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,772 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,785 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,798 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:36,812 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:36,827 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:36,843 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:36,856 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:36,869 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,882 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,897 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,910 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,922 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,937 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:36,952 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,964 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,979 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:36,994 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,010 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,025 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,038 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,049 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,064 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,077 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,089 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,102 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,117 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,130 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,143 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 08:12:37,157 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,172 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,187 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,202 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:37,215 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:37,228 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:37,242 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:37,257 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:37,271 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 08:12:37,286 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 08:12:37,298 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 08:12:37,311 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,322 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,337 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,352 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,366 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:37,380 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:37,390 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,403 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,417 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,431 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,444 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,458 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,471 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,486 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,498 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,513 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,526 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,541 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,556 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,570 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:37,585 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,600 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,615 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,630 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,645 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,660 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,675 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,689 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,703 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:37,717 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,730 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,742 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,754 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,770 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,783 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:37,798 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,812 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,823 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,836 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,851 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,865 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,877 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,892 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,905 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,918 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,931 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,946 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,960 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 08:12:37,973 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:37,984 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 08:12:38,000 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,014 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,028 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,041 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,055 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,069 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 08:12:38,083 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,097 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,109 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 08:12:38,124 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,136 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,151 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,165 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,177 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,192 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,205 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,219 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,234 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,248 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,262 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,276 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 08:12:38,290 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 08:12:38,304 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,319 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,333 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,348 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,363 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,372 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,386 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,399 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,413 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,427 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,443 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,455 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,469 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,484 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,498 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,514 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,529 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,542 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,558 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,573 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,588 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,602 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,617 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,632 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,647 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,660 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,675 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,690 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,702 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,717 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,731 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,744 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,758 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 08:12:38,770 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,784 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,798 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,813 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:38,827 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,842 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,856 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 08:12:38,868 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:38,881 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:38,895 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,908 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,920 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,934 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,949 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,964 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:38,980 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:38,993 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,006 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,022 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,037 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,050 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,065 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,078 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,093 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,107 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,123 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,138 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:39,152 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:12:39,161 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,176 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,191 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,204 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,218 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,232 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,247 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,259 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,273 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 08:12:39,288 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 08:12:39,302 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 08:12:39,317 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 08:12:39,331 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 08:12:39,347 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 08:12:39,362 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 08:12:39,374 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 08:12:39,389 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 08:12:39,403 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 08:12:39,417 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 08:12:39,430 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 08:12:39,444 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,459 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,473 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,480 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,493 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,505 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 08:12:39,517 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:39,528 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:12:39,543 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:12:39,557 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:12:39,571 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:12:39,583 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:39,595 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:39,610 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:39,620 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:39,635 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:39,647 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,662 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,676 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,690 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,705 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,716 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,728 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,742 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,757 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,771 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,786 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,799 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,808 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,819 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,832 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,843 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,857 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,870 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,884 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,899 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,914 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:39,927 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,942 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,956 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 08:12:39,971 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:39,986 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,000 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,014 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,028 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,044 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,056 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,069 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,084 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,096 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,112 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,124 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,139 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,153 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,170 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,185 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,198 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,213 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,227 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,242 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,256 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,269 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:40,282 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:40,296 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:40,310 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:40,325 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 08:12:40,339 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 08:12:40,354 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 08:12:40,369 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 08:12:40,383 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 08:12:40,398 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 08:12:40,410 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 08:12:40,425 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,435 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,448 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 08:12:40,463 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 08:12:40,474 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,489 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 08:12:40,503 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 08:12:40,518 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,534 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,549 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,563 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,577 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,589 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,604 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,616 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,631 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,645 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,658 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,672 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,685 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 08:12:40,699 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,713 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,728 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,742 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,757 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,769 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,781 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,796 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,809 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,821 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,836 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,851 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,865 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 08:12:40,878 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,890 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 08:12:40,905 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,920 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,935 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,947 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,960 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:40,974 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:40,989 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,004 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,018 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,033 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,047 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,061 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:41,076 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:41,091 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:12:41,105 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:41,120 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,134 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,147 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,162 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,177 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 08:12:41,191 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,203 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 08:12:41,217 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,232 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,247 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,260 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,274 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,288 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,302 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,317 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,331 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,345 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,357 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,372 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,387 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,399 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,414 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,426 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,435 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,450 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,464 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,477 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 08:12:41,492 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 08:12:41,507 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,519 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:41,532 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:41,547 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:41,562 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,576 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,593 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 08:12:41,622 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 08:12:41,636 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,648 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,662 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,676 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,690 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,702 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,715 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,729 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 08:12:41,743 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,757 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,770 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 08:12:41,782 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,797 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,811 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,824 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,839 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:41,854 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 08:12:41,996 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 08:12:42,115 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 08:12:42,143 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,158 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,173 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,187 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,200 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,214 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,228 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,240 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,255 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 08:12:42,267 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 08:12:42,351 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 08:12:42,392 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 08:12:42,407 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 08:12:42,421 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 08:12:42,529 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-26 08:12:42,796 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-26 08:12:42,919 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:42,933 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:42,948 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:12:42,960 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.621
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2023-07-26 08:12:43,252 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.620
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2023-07-26 08:12:43,461 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-26 08:12:43,490 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,502 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,515 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,529 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,544 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,558 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,572 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,587 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,602 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,614 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,628 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,642 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,655 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,669 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,684 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,698 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,713 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:43,727 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:43,741 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:43,755 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:43,769 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:43,784 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:43,798 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,813 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:43,826 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:43,841 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,856 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,868 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,880 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:43,895 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,910 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,922 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,936 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:43,951 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:43,965 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,979 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:43,993 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,008 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,022 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,034 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,047 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,059 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,072 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 08:12:44,085 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 08:12:44,100 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:44,114 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:44,127 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 08:12:44,140 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,154 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,167 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,181 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,196 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,212 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,227 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,242 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,254 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,268 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:44,283 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:44,295 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:44,310 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,324 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:44,338 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,351 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,364 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,379 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,392 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,406 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,418 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,431 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:44,445 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,459 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,473 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,485 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,499 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,513 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,528 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,542 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,556 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,570 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,585 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,594 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,608 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,620 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,633 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-26 08:12:44,664 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,677 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,689 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,702 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,715 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,729 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,742 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,756 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,770 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.619
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2023-07-26 08:12:44,797 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,811 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,823 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,837 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,851 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,863 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,877 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,888 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,903 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,917 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 08:12:44,932 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,946 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,959 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:44,971 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-26 08:12:44,999 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,013 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,026 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,038 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,052 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,067 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,081 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,094 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,109 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,125 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,141 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,156 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,171 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:12:45,179 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,193 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,206 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,218 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,233 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,247 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,261 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,276 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,291 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,306 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,320 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,333 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,347 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,363 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,377 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,392 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,406 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,422 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,435 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,449 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,463 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,477 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,490 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,503 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,517 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,531 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,546 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,560 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,575 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,589 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:12:45,603 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,616 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,630 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:45,643 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-26 08:12:45,673 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-26 08:12:45,701 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,714 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,729 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,743 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-26 08:12:45,772 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-26 08:12:45,853 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,868 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,882 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,897 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,912 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,926 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,940 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,949 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:45,963 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:45,976 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:45,991 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,005 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,019 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,034 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,045 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,054 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,070 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,085 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 08:12:46,100 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,113 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,128 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,142 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,155 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,170 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,184 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,198 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,212 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,224 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,238 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,252 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,266 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,278 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,292 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,306 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,320 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:46,335 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:12:46,348 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,362 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 08:12:46,376 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 08:12:46,392 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 08:13:02,836 semantic_segmentation INFO: Iters: 92810/150000 || Lr: 0.008397 || Task Loss: 0.4469 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:25:45 || Estimated Time: 1 day, 3:59:37
2023-07-26 08:13:19,228 semantic_segmentation INFO: Iters: 92820/150000 || Lr: 0.008396 || Task Loss: 0.4066 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:01 || Estimated Time: 1 day, 3:59:18
2023-07-26 08:13:35,618 semantic_segmentation INFO: Iters: 92830/150000 || Lr: 0.008395 || Task Loss: 0.4684 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:17 || Estimated Time: 1 day, 3:59:00
2023-07-26 08:13:52,294 semantic_segmentation INFO: Iters: 92840/150000 || Lr: 0.008393 || Task Loss: 0.5230 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:34 || Estimated Time: 1 day, 3:58:42
2023-07-26 08:14:08,795 semantic_segmentation INFO: Iters: 92850/150000 || Lr: 0.008392 || Task Loss: 0.4280 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:51 || Estimated Time: 1 day, 3:58:23
2023-07-26 08:14:25,157 semantic_segmentation INFO: Iters: 92860/150000 || Lr: 0.008391 || Task Loss: 0.6043 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:07 || Estimated Time: 1 day, 3:58:05
2023-07-26 08:14:41,754 semantic_segmentation INFO: Iters: 92870/150000 || Lr: 0.008389 || Task Loss: 0.4146 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:24 || Estimated Time: 1 day, 3:57:47
2023-07-26 08:14:58,268 semantic_segmentation INFO: Iters: 92880/150000 || Lr: 0.008388 || Task Loss: 0.4051 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:40 || Estimated Time: 1 day, 3:57:28
2023-07-26 08:15:14,676 semantic_segmentation INFO: Iters: 92890/150000 || Lr: 0.008387 || Task Loss: 0.4772 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:56 || Estimated Time: 1 day, 3:57:10
2023-07-26 08:15:31,271 semantic_segmentation INFO: Iters: 92900/150000 || Lr: 0.008385 || Task Loss: 0.4532 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:13 || Estimated Time: 1 day, 3:56:52
2023-07-26 08:15:47,714 semantic_segmentation INFO: Iters: 92910/150000 || Lr: 0.008384 || Task Loss: 0.4177 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:29 || Estimated Time: 1 day, 3:56:33
2023-07-26 08:16:04,293 semantic_segmentation INFO: Iters: 92920/150000 || Lr: 0.008383 || Task Loss: 0.5638 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:46 || Estimated Time: 1 day, 3:56:15
2023-07-26 08:16:20,683 semantic_segmentation INFO: Iters: 92930/150000 || Lr: 0.008382 || Task Loss: 0.3328 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:02 || Estimated Time: 1 day, 3:55:57
2023-07-26 08:16:37,109 semantic_segmentation INFO: Iters: 92940/150000 || Lr: 0.008380 || Task Loss: 0.3278 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:19 || Estimated Time: 1 day, 3:55:38
2023-07-26 08:16:53,647 semantic_segmentation INFO: Iters: 92950/150000 || Lr: 0.008379 || Task Loss: 0.4070 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:35 || Estimated Time: 1 day, 3:55:20
2023-07-26 08:17:10,021 semantic_segmentation INFO: Iters: 92960/150000 || Lr: 0.008378 || Task Loss: 0.4618 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:52 || Estimated Time: 1 day, 3:55:02
2023-07-26 08:17:26,423 semantic_segmentation INFO: Iters: 92970/150000 || Lr: 0.008376 || Task Loss: 0.5114 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:08 || Estimated Time: 1 day, 3:54:43
2023-07-26 08:17:42,985 semantic_segmentation INFO: Iters: 92980/150000 || Lr: 0.008375 || Task Loss: 0.4716 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:25 || Estimated Time: 1 day, 3:54:25
2023-07-26 08:17:59,387 semantic_segmentation INFO: Iters: 92990/150000 || Lr: 0.008374 || Task Loss: 0.4715 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:41 || Estimated Time: 1 day, 3:54:07
2023-07-26 08:18:15,819 semantic_segmentation INFO: Iters: 93000/150000 || Lr: 0.008372 || Task Loss: 0.5146 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:58 || Estimated Time: 1 day, 3:53:48
2023-07-26 08:18:32,301 semantic_segmentation INFO: Iters: 93010/150000 || Lr: 0.008371 || Task Loss: 0.5297 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:14 || Estimated Time: 1 day, 3:53:30
2023-07-26 08:18:48,688 semantic_segmentation INFO: Iters: 93020/150000 || Lr: 0.008370 || Task Loss: 0.4771 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:30 || Estimated Time: 1 day, 3:53:12
2023-07-26 08:19:05,113 semantic_segmentation INFO: Iters: 93030/150000 || Lr: 0.008368 || Task Loss: 0.3727 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:47 || Estimated Time: 1 day, 3:52:53
2023-07-26 08:19:21,510 semantic_segmentation INFO: Iters: 93040/150000 || Lr: 0.008367 || Task Loss: 0.3896 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:03 || Estimated Time: 1 day, 3:52:35
2023-07-26 08:19:37,945 semantic_segmentation INFO: Iters: 93050/150000 || Lr: 0.008366 || Task Loss: 0.4785 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:20 || Estimated Time: 1 day, 3:52:17
2023-07-26 08:19:54,494 semantic_segmentation INFO: Iters: 93060/150000 || Lr: 0.008364 || Task Loss: 0.4727 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:36 || Estimated Time: 1 day, 3:51:58
2023-07-26 08:20:10,858 semantic_segmentation INFO: Iters: 93070/150000 || Lr: 0.008363 || Task Loss: 0.5580 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:53 || Estimated Time: 1 day, 3:51:40
2023-07-26 08:20:27,251 semantic_segmentation INFO: Iters: 93080/150000 || Lr: 0.008362 || Task Loss: 0.4220 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:09 || Estimated Time: 1 day, 3:51:22
2023-07-26 08:20:43,790 semantic_segmentation INFO: Iters: 93090/150000 || Lr: 0.008360 || Task Loss: 0.5374 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:26 || Estimated Time: 1 day, 3:51:03
2023-07-26 08:21:00,203 semantic_segmentation INFO: Iters: 93100/150000 || Lr: 0.008359 || Task Loss: 0.4497 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:42 || Estimated Time: 1 day, 3:50:45
2023-07-26 08:21:16,572 semantic_segmentation INFO: Iters: 93110/150000 || Lr: 0.008358 || Task Loss: 0.4312 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:58 || Estimated Time: 1 day, 3:50:27
2023-07-26 08:21:32,988 semantic_segmentation INFO: Iters: 93120/150000 || Lr: 0.008356 || Task Loss: 0.4402 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:15 || Estimated Time: 1 day, 3:50:08
2023-07-26 08:21:49,565 semantic_segmentation INFO: Iters: 93130/150000 || Lr: 0.008355 || Task Loss: 0.4057 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:31 || Estimated Time: 1 day, 3:49:50
2023-07-26 08:22:06,357 semantic_segmentation INFO: Iters: 93140/150000 || Lr: 0.008354 || Task Loss: 0.3802 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:48 || Estimated Time: 1 day, 3:49:32
2023-07-26 08:22:22,776 semantic_segmentation INFO: Iters: 93150/150000 || Lr: 0.008352 || Task Loss: 0.4658 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:05 || Estimated Time: 1 day, 3:49:13
2023-07-26 08:22:39,305 semantic_segmentation INFO: Iters: 93160/150000 || Lr: 0.008351 || Task Loss: 0.4208 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:21 || Estimated Time: 1 day, 3:48:55
2023-07-26 08:22:55,727 semantic_segmentation INFO: Iters: 93170/150000 || Lr: 0.008350 || Task Loss: 0.4954 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:38 || Estimated Time: 1 day, 3:48:37
2023-07-26 08:23:12,107 semantic_segmentation INFO: Iters: 93180/150000 || Lr: 0.008348 || Task Loss: 0.4276 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:54 || Estimated Time: 1 day, 3:48:18
2023-07-26 08:23:28,636 semantic_segmentation INFO: Iters: 93190/150000 || Lr: 0.008347 || Task Loss: 0.5830 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:10 || Estimated Time: 1 day, 3:48:00
2023-07-26 08:23:45,088 semantic_segmentation INFO: Iters: 93200/150000 || Lr: 0.008346 || Task Loss: 0.4324 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:27 || Estimated Time: 1 day, 3:47:42
2023-07-26 08:24:01,460 semantic_segmentation INFO: Iters: 93210/150000 || Lr: 0.008344 || Task Loss: 0.4286 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:43 || Estimated Time: 1 day, 3:47:23
2023-07-26 08:24:17,926 semantic_segmentation INFO: Iters: 93220/150000 || Lr: 0.008343 || Task Loss: 0.3936 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:00 || Estimated Time: 1 day, 3:47:05
2023-07-26 08:24:34,433 semantic_segmentation INFO: Iters: 93230/150000 || Lr: 0.008342 || Task Loss: 0.6000 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:16 || Estimated Time: 1 day, 3:46:47
2023-07-26 08:24:50,777 semantic_segmentation INFO: Iters: 93240/150000 || Lr: 0.008341 || Task Loss: 0.3811 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:33 || Estimated Time: 1 day, 3:46:28
2023-07-26 08:25:07,202 semantic_segmentation INFO: Iters: 93250/150000 || Lr: 0.008339 || Task Loss: 0.5184 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:49 || Estimated Time: 1 day, 3:46:10
2023-07-26 08:25:23,687 semantic_segmentation INFO: Iters: 93260/150000 || Lr: 0.008338 || Task Loss: 0.4224 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:05 || Estimated Time: 1 day, 3:45:52
2023-07-26 08:25:40,164 semantic_segmentation INFO: Iters: 93270/150000 || Lr: 0.008337 || Task Loss: 0.4679 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:22 || Estimated Time: 1 day, 3:45:34
2023-07-26 08:25:56,503 semantic_segmentation INFO: Iters: 93280/150000 || Lr: 0.008335 || Task Loss: 0.3623 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:38 || Estimated Time: 1 day, 3:45:15
2023-07-26 08:26:12,942 semantic_segmentation INFO: Iters: 93290/150000 || Lr: 0.008334 || Task Loss: 0.4161 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:55 || Estimated Time: 1 day, 3:44:57
2023-07-26 08:26:29,341 semantic_segmentation INFO: Iters: 93300/150000 || Lr: 0.008333 || Task Loss: 0.5555 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:11 || Estimated Time: 1 day, 3:44:38
2023-07-26 08:26:45,719 semantic_segmentation INFO: Iters: 93310/150000 || Lr: 0.008331 || Task Loss: 0.4765 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:28 || Estimated Time: 1 day, 3:44:20
2023-07-26 08:27:02,094 semantic_segmentation INFO: Iters: 93320/150000 || Lr: 0.008330 || Task Loss: 0.3866 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:44 || Estimated Time: 1 day, 3:44:02
2023-07-26 08:27:18,483 semantic_segmentation INFO: Iters: 93330/150000 || Lr: 0.008329 || Task Loss: 0.4071 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:00 || Estimated Time: 1 day, 3:43:43
2023-07-26 08:27:34,859 semantic_segmentation INFO: Iters: 93340/150000 || Lr: 0.008327 || Task Loss: 0.3930 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:17 || Estimated Time: 1 day, 3:43:25
2023-07-26 08:27:51,247 semantic_segmentation INFO: Iters: 93350/150000 || Lr: 0.008326 || Task Loss: 0.4198 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2500|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:33 || Estimated Time: 1 day, 3:43:07
2023-07-26 08:28:07,611 semantic_segmentation INFO: Iters: 93360/150000 || Lr: 0.008325 || Task Loss: 0.4467 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:49 || Estimated Time: 1 day, 3:42:48
2023-07-26 08:28:24,016 semantic_segmentation INFO: Iters: 93370/150000 || Lr: 0.008323 || Task Loss: 0.6760 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:06 || Estimated Time: 1 day, 3:42:30
2023-07-26 08:28:40,547 semantic_segmentation INFO: Iters: 93380/150000 || Lr: 0.008322 || Task Loss: 0.4724 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:22 || Estimated Time: 1 day, 3:42:12
2023-07-26 08:28:56,979 semantic_segmentation INFO: Iters: 93390/150000 || Lr: 0.008321 || Task Loss: 0.5521 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:39 || Estimated Time: 1 day, 3:41:53
2023-07-26 08:29:13,330 semantic_segmentation INFO: Iters: 93400/150000 || Lr: 0.008319 || Task Loss: 0.5200 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:55 || Estimated Time: 1 day, 3:41:35
2023-07-26 08:29:29,758 semantic_segmentation INFO: Iters: 93410/150000 || Lr: 0.008318 || Task Loss: 0.5308 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:12 || Estimated Time: 1 day, 3:41:17
2023-07-26 08:29:46,123 semantic_segmentation INFO: Iters: 93420/150000 || Lr: 0.008317 || Task Loss: 0.3954 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:28 || Estimated Time: 1 day, 3:40:58
2023-07-26 08:30:02,659 semantic_segmentation INFO: Iters: 93430/150000 || Lr: 0.008315 || Task Loss: 0.3759 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:44 || Estimated Time: 1 day, 3:40:40
2023-07-26 08:30:19,051 semantic_segmentation INFO: Iters: 93440/150000 || Lr: 0.008314 || Task Loss: 0.4660 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:01 || Estimated Time: 1 day, 3:40:22
2023-07-26 08:30:35,489 semantic_segmentation INFO: Iters: 93450/150000 || Lr: 0.008313 || Task Loss: 0.7957 || KD Loss: 0.2021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:17 || Estimated Time: 1 day, 3:40:03
2023-07-26 08:30:51,934 semantic_segmentation INFO: Iters: 93460/150000 || Lr: 0.008311 || Task Loss: 0.5247 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:34 || Estimated Time: 1 day, 3:39:45
2023-07-26 08:31:08,472 semantic_segmentation INFO: Iters: 93470/150000 || Lr: 0.008310 || Task Loss: 0.5569 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:50 || Estimated Time: 1 day, 3:39:27
2023-07-26 08:31:24,857 semantic_segmentation INFO: Iters: 93480/150000 || Lr: 0.008309 || Task Loss: 0.3721 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:07 || Estimated Time: 1 day, 3:39:08
2023-07-26 08:31:41,312 semantic_segmentation INFO: Iters: 93490/150000 || Lr: 0.008307 || Task Loss: 0.4281 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:23 || Estimated Time: 1 day, 3:38:50
2023-07-26 08:31:57,784 semantic_segmentation INFO: Iters: 93500/150000 || Lr: 0.008306 || Task Loss: 0.5846 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:40 || Estimated Time: 1 day, 3:38:32
2023-07-26 08:32:14,205 semantic_segmentation INFO: Iters: 93510/150000 || Lr: 0.008305 || Task Loss: 0.6090 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:56 || Estimated Time: 1 day, 3:38:13
2023-07-26 08:32:30,591 semantic_segmentation INFO: Iters: 93520/150000 || Lr: 0.008303 || Task Loss: 0.7726 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:12 || Estimated Time: 1 day, 3:37:55
2023-07-26 08:32:47,115 semantic_segmentation INFO: Iters: 93530/150000 || Lr: 0.008302 || Task Loss: 0.3778 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:29 || Estimated Time: 1 day, 3:37:37
2023-07-26 08:33:03,567 semantic_segmentation INFO: Iters: 93540/150000 || Lr: 0.008301 || Task Loss: 0.4430 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:45 || Estimated Time: 1 day, 3:37:18
2023-07-26 08:33:19,945 semantic_segmentation INFO: Iters: 93550/150000 || Lr: 0.008300 || Task Loss: 0.3301 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:02 || Estimated Time: 1 day, 3:37:00
2023-07-26 08:33:36,322 semantic_segmentation INFO: Iters: 93560/150000 || Lr: 0.008298 || Task Loss: 0.4581 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:18 || Estimated Time: 1 day, 3:36:42
2023-07-26 08:33:52,676 semantic_segmentation INFO: Iters: 93570/150000 || Lr: 0.008297 || Task Loss: 0.3065 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:34 || Estimated Time: 1 day, 3:36:23
2023-07-26 08:34:09,044 semantic_segmentation INFO: Iters: 93580/150000 || Lr: 0.008296 || Task Loss: 0.5066 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:51 || Estimated Time: 1 day, 3:36:05
2023-07-26 08:34:25,475 semantic_segmentation INFO: Iters: 93590/150000 || Lr: 0.008294 || Task Loss: 0.5331 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:47:07 || Estimated Time: 1 day, 3:35:47
2023-07-26 08:34:41,862 semantic_segmentation INFO: Iters: 93600/150000 || Lr: 0.008293 || Task Loss: 0.3710 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:47:24 || Estimated Time: 1 day, 3:35:28
2023-07-26 08:34:41,987 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:34:42,371 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.988, mIoU: 0.092
2023-07-26 08:34:42,400 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.137
2023-07-26 08:34:42,412 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.147
2023-07-26 08:34:42,426 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.147
2023-07-26 08:34:42,440 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.931, mIoU: 0.208
2023-07-26 08:34:42,452 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.249
2023-07-26 08:34:42,466 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.934, mIoU: 0.292
2023-07-26 08:34:42,479 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.942, mIoU: 0.300
2023-07-26 08:34:42,491 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.940, mIoU: 0.327
2023-07-26 08:34:42,504 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.369
2023-07-26 08:34:42,518 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.924, mIoU: 0.371
2023-07-26 08:34:42,532 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.417
2023-07-26 08:34:42,543 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.895, mIoU: 0.356
2023-07-26 08:34:42,557 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.888, mIoU: 0.342
2023-07-26 08:34:42,571 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.886, mIoU: 0.327
2023-07-26 08:34:42,582 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.890, mIoU: 0.324
2023-07-26 08:34:42,592 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.890, mIoU: 0.322
2023-07-26 08:34:42,604 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.885, mIoU: 0.317
2023-07-26 08:34:42,618 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.887, mIoU: 0.318
2023-07-26 08:34:42,633 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.889, mIoU: 0.360
2023-07-26 08:34:42,647 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.894, mIoU: 0.368
2023-07-26 08:34:42,661 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.895, mIoU: 0.369
2023-07-26 08:34:42,675 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.894, mIoU: 0.399
2023-07-26 08:34:42,689 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.897, mIoU: 0.404
2023-07-26 08:34:42,704 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.407
2023-07-26 08:34:42,717 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.412
2023-07-26 08:34:42,730 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.897, mIoU: 0.413
2023-07-26 08:34:42,741 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.900, mIoU: 0.413
2023-07-26 08:34:42,755 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.895, mIoU: 0.401
2023-07-26 08:34:42,769 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.401
2023-07-26 08:34:42,782 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.901, mIoU: 0.405
2023-07-26 08:34:42,797 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.904, mIoU: 0.405
2023-07-26 08:34:42,811 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.416
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2023-07-26 08:34:42,839 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.901, mIoU: 0.447
2023-07-26 08:34:42,853 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.902, mIoU: 0.448
2023-07-26 08:34:42,866 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.904, mIoU: 0.446
2023-07-26 08:34:42,877 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.906, mIoU: 0.471
2023-07-26 08:34:42,893 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.482
2023-07-26 08:34:42,905 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.482
2023-07-26 08:34:42,917 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.506
2023-07-26 08:34:42,931 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.505
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2023-07-26 08:34:42,997 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.520
2023-07-26 08:34:43,008 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.911, mIoU: 0.520
2023-07-26 08:34:43,021 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.521
2023-07-26 08:34:43,037 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.521
2023-07-26 08:34:43,051 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.911, mIoU: 0.518
2023-07-26 08:34:43,065 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.913, mIoU: 0.518
2023-07-26 08:34:43,078 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.913, mIoU: 0.515
2023-07-26 08:34:43,092 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.516
2023-07-26 08:34:43,106 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.521
2023-07-26 08:34:43,119 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.518
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2023-07-26 08:34:43,149 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.514
2023-07-26 08:34:43,161 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.915, mIoU: 0.517
2023-07-26 08:34:43,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.909, mIoU: 0.541
2023-07-26 08:34:43,188 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.910, mIoU: 0.547
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2023-07-26 08:34:43,232 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-26 08:34:43,244 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.549
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2023-07-26 08:34:43,273 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.549
2023-07-26 08:34:43,285 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.915, mIoU: 0.592
2023-07-26 08:34:43,299 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.593
2023-07-26 08:34:43,313 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.913, mIoU: 0.590
2023-07-26 08:34:43,328 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.611
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2023-07-26 08:34:43,354 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.912, mIoU: 0.603
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2023-07-26 08:34:43,383 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-26 08:34:43,398 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.605
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2023-07-26 08:34:43,465 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.898, mIoU: 0.608
2023-07-26 08:34:43,479 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.609
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2023-07-26 08:34:43,839 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.897, mIoU: 0.605
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2023-07-26 08:34:43,892 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.897, mIoU: 0.606
2023-07-26 08:34:43,905 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.898, mIoU: 0.607
2023-07-26 08:34:43,919 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.899, mIoU: 0.605
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2023-07-26 08:34:43,948 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.608
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2023-07-26 08:34:48,026 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.888, mIoU: 0.561
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2023-07-26 08:34:48,134 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-26 08:34:48,145 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 08:34:48,159 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 08:34:48,174 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 08:34:48,188 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 08:34:48,203 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,216 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,231 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,245 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 08:34:48,260 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.886, mIoU: 0.561
2023-07-26 08:34:48,272 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.887, mIoU: 0.562
2023-07-26 08:34:48,288 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 08:34:48,300 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 08:34:48,317 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 08:34:48,330 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-26 08:34:48,344 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.887, mIoU: 0.569
2023-07-26 08:34:48,359 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.888, mIoU: 0.569
2023-07-26 08:34:48,372 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.888, mIoU: 0.569
2023-07-26 08:34:48,387 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 08:34:48,402 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.887, mIoU: 0.566
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2023-07-26 08:34:48,429 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,444 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,458 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,473 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-26 08:34:48,488 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,503 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,519 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,534 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.889, mIoU: 0.569
2023-07-26 08:34:48,549 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,563 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,578 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,591 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,604 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,620 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.889, mIoU: 0.570
2023-07-26 08:34:48,635 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,650 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,665 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 08:34:48,678 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 08:34:48,692 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 08:34:48,705 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 08:34:48,716 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.888, mIoU: 0.565
2023-07-26 08:34:48,729 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 08:34:48,743 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.886, mIoU: 0.562
2023-07-26 08:34:48,758 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.887, mIoU: 0.563
2023-07-26 08:34:48,773 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,789 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,804 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,818 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,827 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.887, mIoU: 0.564
2023-07-26 08:34:48,837 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.887, mIoU: 0.565
2023-07-26 08:34:48,849 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 08:34:48,862 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 08:34:48,877 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.887, mIoU: 0.566
2023-07-26 08:34:48,890 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-26 08:34:48,904 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,920 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,935 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,950 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,964 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,977 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-26 08:34:48,991 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.888, mIoU: 0.571
2023-07-26 08:34:49,006 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.888, mIoU: 0.571
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2023-07-26 08:34:49,034 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-26 08:34:49,044 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-26 08:34:49,059 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-26 08:34:49,073 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.889, mIoU: 0.571
2023-07-26 08:34:49,087 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-26 08:34:49,102 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-26 08:34:49,116 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-26 08:34:49,126 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-26 08:34:49,139 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.890, mIoU: 0.575
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2023-07-26 08:34:49,168 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.890, mIoU: 0.577
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2023-07-26 08:34:49,193 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.890, mIoU: 0.577
2023-07-26 08:34:49,206 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-26 08:34:49,220 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-26 08:34:49,235 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 08:34:49,249 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 08:34:49,258 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 08:34:49,272 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.891, mIoU: 0.579
2023-07-26 08:34:49,287 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.891, mIoU: 0.580
2023-07-26 08:34:49,300 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.891, mIoU: 0.580
2023-07-26 08:34:49,314 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.891, mIoU: 0.581
2023-07-26 08:34:49,329 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 08:34:49,342 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 08:34:49,357 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,370 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,385 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 08:34:49,400 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 08:34:49,415 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:34:49,430 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 08:34:49,444 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-26 08:34:49,456 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-26 08:34:49,470 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-26 08:34:49,485 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,499 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,513 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,529 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:34:49,544 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:34:49,559 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 08:34:49,572 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 08:34:49,586 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-26 08:34:49,601 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-26 08:34:49,615 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-26 08:34:49,630 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:34:49,645 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.893, mIoU: 0.584
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2023-07-26 08:34:49,673 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:34:49,687 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:34:49,700 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.893, mIoU: 0.587
2023-07-26 08:34:49,715 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:34:49,726 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:34:49,740 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:49,753 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:34:49,764 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:49,776 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:49,790 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:49,805 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:49,819 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,833 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,841 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:49,856 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,870 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 08:34:49,885 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-26 08:34:49,900 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:49,914 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,927 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,940 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:49,955 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:49,970 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:49,985 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:49,997 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:50,010 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:50,024 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:50,039 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:50,053 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:50,066 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:50,081 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:50,096 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:50,112 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:50,124 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:50,139 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.895, mIoU: 0.597
2023-07-26 08:34:50,154 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:50,167 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.895, mIoU: 0.597
2023-07-26 08:34:50,181 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:50,195 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:50,210 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:50,224 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.896, mIoU: 0.596
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2023-07-26 08:34:50,252 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:50,266 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:50,282 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 08:34:50,292 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:50,306 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.895, mIoU: 0.595
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2023-07-26 08:34:50,349 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.895, mIoU: 0.596
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2023-07-26 08:34:50,619 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.895, mIoU: 0.594
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2023-07-26 08:34:50,714 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.896, mIoU: 0.594
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2023-07-26 08:34:50,739 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.896, mIoU: 0.594
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2023-07-26 08:34:50,768 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.896, mIoU: 0.595
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2023-07-26 08:34:50,796 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,810 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,824 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,840 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 08:34:50,854 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 08:34:50,869 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 08:34:50,884 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:50,899 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:50,913 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:50,927 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 08:34:50,940 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 08:34:50,955 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,969 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,984 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:50,996 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,011 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,024 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,038 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,053 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,068 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,082 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,096 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,110 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 08:34:51,124 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,138 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 08:34:51,152 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 08:34:51,167 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 08:34:51,185 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:51,200 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 08:34:51,215 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.598
2023-07-26 08:34:51,225 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 08:34:51,238 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,253 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,266 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,280 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,293 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,306 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,321 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,337 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:51,351 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:51,366 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,379 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,392 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,405 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,419 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,433 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,447 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,461 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,476 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:51,490 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,502 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,516 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-26 08:34:51,530 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:51,543 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,555 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,569 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,584 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,599 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,611 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,625 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:51,640 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,655 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,667 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,680 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,688 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,703 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,718 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,732 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,747 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,762 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,777 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,792 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,807 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,820 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,835 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 08:34:51,849 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 08:34:51,864 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 08:34:51,878 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 08:34:51,891 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 08:34:51,904 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 08:34:51,917 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 08:34:51,930 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-26 08:34:51,944 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 08:34:51,956 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.896, mIoU: 0.597
2023-07-26 08:34:51,969 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 08:34:51,983 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:51,998 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,009 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,023 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,036 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,047 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,061 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,076 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 08:34:52,090 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,104 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,119 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,133 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,146 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,160 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,175 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,191 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,207 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,222 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 08:34:52,237 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 08:34:52,250 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,263 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,275 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:52,290 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:52,306 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,319 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,332 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 08:34:52,347 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:52,362 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 08:34:52,377 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,391 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,406 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,419 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,433 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 08:34:52,446 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,459 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,474 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,488 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,503 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,515 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,530 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,545 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,556 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,569 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,585 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,600 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,616 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,631 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,643 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 08:34:52,655 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 08:34:52,669 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 08:34:52,682 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:52,697 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 08:34:52,714 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,728 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,743 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:52,755 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,770 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,785 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,797 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,810 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,825 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,839 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,852 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,866 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:52,881 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:52,894 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:52,907 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:52,921 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,936 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,952 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,964 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,978 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:52,991 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,006 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,019 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,032 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,047 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,062 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,075 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,090 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,105 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,120 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:53,136 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,149 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:53,161 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,175 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:34:53,188 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,200 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,213 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,228 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,240 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,253 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,267 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,282 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,297 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,312 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,324 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,337 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,351 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 08:34:53,366 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 08:34:53,380 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 08:34:53,395 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 08:34:53,408 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 08:34:53,420 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,432 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,447 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,462 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,477 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,491 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,501 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,514 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,528 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,543 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,555 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,570 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,583 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,598 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,610 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,625 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,638 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,652 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,667 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,680 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 08:34:53,695 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,710 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,724 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,738 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,753 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 08:34:53,767 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,781 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,795 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 08:34:53,809 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 08:34:53,824 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,837 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,850 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:53,863 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:53,879 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:53,893 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:53,909 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:53,923 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,935 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,949 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,964 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,979 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:53,992 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,007 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,021 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,034 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,047 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,063 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,077 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:54,089 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,100 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:54,117 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 08:34:54,131 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 08:34:54,146 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 08:34:54,158 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 08:34:54,173 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 08:34:54,188 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 08:34:54,202 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,217 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,229 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,244 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,257 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 08:34:54,272 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:54,286 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 08:34:54,299 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:54,314 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:54,327 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:54,342 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 08:34:54,356 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,371 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,385 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,399 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:54,413 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:54,427 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:54,443 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:54,457 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,472 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,487 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,497 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,511 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,524 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,538 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,553 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,568 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,581 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,596 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,610 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,624 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,639 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,654 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,667 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,682 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,696 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,710 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 08:34:54,723 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,737 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,751 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:54,766 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,778 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,792 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,806 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,819 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,832 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,847 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,859 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:54,873 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,886 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,899 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,913 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,928 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,942 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,957 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,971 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,983 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:54,996 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,010 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,022 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,035 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,050 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,064 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,079 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,094 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,106 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,119 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,135 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,149 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,162 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,176 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,189 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,204 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,217 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,233 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,247 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,261 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 08:34:55,270 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,286 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,301 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,314 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,328 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,343 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,357 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,371 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,385 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,400 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,415 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,429 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 08:34:55,444 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 08:34:55,460 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 08:34:55,475 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 08:34:55,488 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 08:34:55,502 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-26 08:34:55,516 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 08:34:55,530 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 08:34:55,543 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 08:34:55,557 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 08:34:55,572 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,586 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,594 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,606 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-26 08:34:55,619 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,631 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:34:55,642 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 08:34:55,656 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 08:34:55,671 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 08:34:55,685 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 08:34:55,698 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,711 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,725 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,735 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,751 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 08:34:55,763 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 08:34:55,778 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:55,793 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:55,807 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:55,822 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,833 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,845 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,860 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,874 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:55,889 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:55,903 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:55,916 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,926 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,937 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,950 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,961 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,975 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:55,988 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,002 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,017 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,032 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,045 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,060 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,076 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,091 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,108 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,122 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,136 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,151 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,166 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,179 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,192 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,207 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,219 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,235 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,248 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,263 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,277 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,294 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,309 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,322 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,337 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,351 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,366 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,380 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,392 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:56,405 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:56,419 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:56,434 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:34:56,448 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 08:34:56,462 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,477 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,492 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:34:56,507 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,521 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,534 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 08:34:56,549 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,559 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,572 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,586 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:34:56,598 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,612 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,627 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,642 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,657 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,672 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,686 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,701 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,713 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,728 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,740 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,755 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,769 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,782 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,796 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,809 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,823 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,838 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:56,853 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:56,867 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:56,881 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:56,894 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:56,906 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:56,921 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:56,934 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:56,947 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:56,962 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 08:34:56,977 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:56,991 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:34:57,004 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:57,017 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:57,032 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 08:34:57,047 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:57,062 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:57,074 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,087 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,101 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 08:34:57,116 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-26 08:34:57,131 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:57,146 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:57,160 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:34:57,175 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,189 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,203 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,218 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 08:34:57,233 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 08:34:57,247 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 08:34:57,261 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 08:34:57,274 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 08:34:57,289 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 08:34:57,303 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 08:34:57,318 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 08:34:57,330 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 08:34:57,344 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,358 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,373 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,386 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,400 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,414 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,428 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,443 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,457 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,471 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,484 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,499 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,515 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,529 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,544 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,557 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,566 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,581 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,596 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,609 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,625 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 08:34:57,640 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 08:34:57,653 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,666 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,682 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,696 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,710 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,726 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,739 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,755 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-26 08:34:57,769 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,781 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,795 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:34:57,809 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,823 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,835 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,847 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 08:34:57,861 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-26 08:34:57,875 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,889 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,904 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,916 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,931 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,945 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,958 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,973 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:57,989 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:58,004 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,019 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,032 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,046 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,061 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,076 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,091 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,104 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,119 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,131 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,144 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,156 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,170 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,184 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,198 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,212 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,222 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,234 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,249 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,264 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,276 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,290 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,306 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,321 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,334 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,348 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,363 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,376 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,391 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:34:58,403 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:58,416 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:58,431 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.896, mIoU: 0.592
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2023-07-26 08:34:58,460 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.896, mIoU: 0.593
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2023-07-26 08:34:58,502 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 08:34:58,516 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 08:34:58,528 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:34:58,542 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.896, mIoU: 0.592
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2023-07-26 08:34:58,664 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.592
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2023-07-26 08:34:58,803 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.593
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2023-07-26 08:34:58,829 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.895, mIoU: 0.593
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2023-07-26 08:34:58,858 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.896, mIoU: 0.594
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2023-07-26 08:34:58,930 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.896, mIoU: 0.594
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2023-07-26 08:34:58,957 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 08:34:58,971 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 08:34:58,986 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:59,001 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,013 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,028 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,039 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,053 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,068 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,083 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,095 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,110 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,126 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,141 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,152 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,167 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,181 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,192 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,207 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,222 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,236 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,249 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 08:34:59,261 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:34:59,276 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:34:59,289 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,304 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,317 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,332 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,344 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,357 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,371 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,386 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,400 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,414 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,430 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,442 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-26 08:34:59,457 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,471 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,485 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,499 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:34:59,512 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:59,524 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:59,540 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:59,555 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 08:34:59,570 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:34:59,582 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-26 08:34:59,595 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:34:59,610 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:34:59,625 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,637 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,650 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,665 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,679 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,694 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,708 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,723 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:34:59,738 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,750 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,764 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,778 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:34:59,791 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:34:59,805 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,819 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,834 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:34:59,848 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:34:59,862 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.893, mIoU: 0.587
2023-07-26 08:34:59,876 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:34:59,890 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:34:59,903 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:34:59,918 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:34:59,932 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,947 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,961 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:34:59,977 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:34:59,991 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,004 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,017 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,032 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,048 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,061 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,075 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,091 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:00,120 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,134 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,149 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,163 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,176 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,188 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,200 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,213 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,225 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,239 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,254 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,266 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,278 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,292 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,303 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,316 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,331 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,345 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,359 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,374 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,387 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,401 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-26 08:35:00,415 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,428 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,442 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,457 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,472 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,485 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,500 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,515 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,529 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,543 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.893, mIoU: 0.589
2023-07-26 08:35:00,556 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.893, mIoU: 0.590
2023-07-26 08:35:00,570 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,585 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,600 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,614 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,627 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,642 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,656 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,671 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,686 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,700 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,715 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,730 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,740 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,754 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,766 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,779 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-26 08:35:00,795 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,809 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 08:35:00,823 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.894, mIoU: 0.588
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2023-07-26 08:35:00,874 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,888 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,902 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,916 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:00,957 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:00,984 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:00,999 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:01,011 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-26 08:35:01,026 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,052 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,081 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,108 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,135 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,163 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,232 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,304 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,353 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-26 08:35:01,585 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.894, mIoU: 0.587
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2023-07-26 08:35:01,682 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 08:35:01,697 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-26 08:35:01,711 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 08:35:01,725 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 08:35:01,740 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 08:35:01,754 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 08:35:01,767 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 08:35:01,781 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,794 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,808 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,823 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,837 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,852 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,864 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,880 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,894 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,909 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,923 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,938 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,952 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:01,967 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,980 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:01,994 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,007 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,022 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,036 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,051 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,066 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,081 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,095 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,104 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,119 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,132 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,146 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,161 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,176 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,191 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,201 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,210 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:02,226 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,240 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,254 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,266 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,280 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,294 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,306 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:35:02,320 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:35:02,334 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:35:02,346 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,360 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,372 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,386 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,399 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,413 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,425 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,439 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:35:02,453 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:35:02,466 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,481 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,493 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,506 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,520 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-26 08:35:02,536 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-26 08:35:18,842 semantic_segmentation INFO: Iters: 93610/150000 || Lr: 0.008292 || Task Loss: 0.4026 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:48:01 || Estimated Time: 1 day, 3:35:22
2023-07-26 08:35:35,098 semantic_segmentation INFO: Iters: 93620/150000 || Lr: 0.008290 || Task Loss: 0.5903 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:48:17 || Estimated Time: 1 day, 3:35:04
2023-07-26 08:35:51,480 semantic_segmentation INFO: Iters: 93630/150000 || Lr: 0.008289 || Task Loss: 0.4793 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:48:33 || Estimated Time: 1 day, 3:34:46
2023-07-26 08:36:07,853 semantic_segmentation INFO: Iters: 93640/150000 || Lr: 0.008288 || Task Loss: 0.5347 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:48:50 || Estimated Time: 1 day, 3:34:27
2023-07-26 08:36:24,276 semantic_segmentation INFO: Iters: 93650/150000 || Lr: 0.008286 || Task Loss: 0.5103 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:06 || Estimated Time: 1 day, 3:34:09
2023-07-26 08:36:40,813 semantic_segmentation INFO: Iters: 93660/150000 || Lr: 0.008285 || Task Loss: 0.5187 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:23 || Estimated Time: 1 day, 3:33:51
2023-07-26 08:36:57,216 semantic_segmentation INFO: Iters: 93670/150000 || Lr: 0.008284 || Task Loss: 0.3782 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:39 || Estimated Time: 1 day, 3:33:32
2023-07-26 08:37:13,609 semantic_segmentation INFO: Iters: 93680/150000 || Lr: 0.008282 || Task Loss: 0.5120 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:55 || Estimated Time: 1 day, 3:33:14
2023-07-26 08:37:30,189 semantic_segmentation INFO: Iters: 93690/150000 || Lr: 0.008281 || Task Loss: 0.3457 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:12 || Estimated Time: 1 day, 3:32:56
2023-07-26 08:37:46,569 semantic_segmentation INFO: Iters: 93700/150000 || Lr: 0.008280 || Task Loss: 0.4579 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:28 || Estimated Time: 1 day, 3:32:37
2023-07-26 08:38:03,091 semantic_segmentation INFO: Iters: 93710/150000 || Lr: 0.008278 || Task Loss: 0.5031 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:45 || Estimated Time: 1 day, 3:32:19
2023-07-26 08:38:19,553 semantic_segmentation INFO: Iters: 93720/150000 || Lr: 0.008277 || Task Loss: 0.3508 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:01 || Estimated Time: 1 day, 3:32:01
2023-07-26 08:38:35,944 semantic_segmentation INFO: Iters: 93730/150000 || Lr: 0.008276 || Task Loss: 0.5817 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:18 || Estimated Time: 1 day, 3:31:42
2023-07-26 08:38:52,431 semantic_segmentation INFO: Iters: 93740/150000 || Lr: 0.008274 || Task Loss: 0.3705 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:34 || Estimated Time: 1 day, 3:31:24
2023-07-26 08:39:08,897 semantic_segmentation INFO: Iters: 93750/150000 || Lr: 0.008273 || Task Loss: 0.6118 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:51 || Estimated Time: 1 day, 3:31:06
2023-07-26 08:39:25,306 semantic_segmentation INFO: Iters: 93760/150000 || Lr: 0.008272 || Task Loss: 0.4026 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:07 || Estimated Time: 1 day, 3:30:48
2023-07-26 08:39:41,888 semantic_segmentation INFO: Iters: 93770/150000 || Lr: 0.008270 || Task Loss: 0.3511 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:24 || Estimated Time: 1 day, 3:30:29
2023-07-26 08:39:58,275 semantic_segmentation INFO: Iters: 93780/150000 || Lr: 0.008269 || Task Loss: 0.6043 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:40 || Estimated Time: 1 day, 3:30:11
2023-07-26 08:40:14,647 semantic_segmentation INFO: Iters: 93790/150000 || Lr: 0.008268 || Task Loss: 0.3140 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:56 || Estimated Time: 1 day, 3:29:53
2023-07-26 08:40:31,054 semantic_segmentation INFO: Iters: 93800/150000 || Lr: 0.008266 || Task Loss: 0.6163 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:13 || Estimated Time: 1 day, 3:29:34
2023-07-26 08:40:47,565 semantic_segmentation INFO: Iters: 93810/150000 || Lr: 0.008265 || Task Loss: 0.5338 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:29 || Estimated Time: 1 day, 3:29:16
2023-07-26 08:41:03,989 semantic_segmentation INFO: Iters: 93820/150000 || Lr: 0.008264 || Task Loss: 0.3305 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:46 || Estimated Time: 1 day, 3:28:58
2023-07-26 08:41:20,382 semantic_segmentation INFO: Iters: 93830/150000 || Lr: 0.008262 || Task Loss: 0.3448 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:02 || Estimated Time: 1 day, 3:28:39
2023-07-26 08:41:36,887 semantic_segmentation INFO: Iters: 93840/150000 || Lr: 0.008261 || Task Loss: 0.3408 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:19 || Estimated Time: 1 day, 3:28:21
2023-07-26 08:41:53,526 semantic_segmentation INFO: Iters: 93850/150000 || Lr: 0.008260 || Task Loss: 0.5512 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:35 || Estimated Time: 1 day, 3:28:03
2023-07-26 08:42:09,963 semantic_segmentation INFO: Iters: 93860/150000 || Lr: 0.008258 || Task Loss: 0.4390 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:52 || Estimated Time: 1 day, 3:27:45
2023-07-26 08:42:26,298 semantic_segmentation INFO: Iters: 93870/150000 || Lr: 0.008257 || Task Loss: 0.6012 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:08 || Estimated Time: 1 day, 3:27:26
2023-07-26 08:42:42,687 semantic_segmentation INFO: Iters: 93880/150000 || Lr: 0.008256 || Task Loss: 0.4205 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:24 || Estimated Time: 1 day, 3:27:08
2023-07-26 08:42:59,109 semantic_segmentation INFO: Iters: 93890/150000 || Lr: 0.008255 || Task Loss: 0.3850 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2367|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:41 || Estimated Time: 1 day, 3:26:50
2023-07-26 08:43:15,486 semantic_segmentation INFO: Iters: 93900/150000 || Lr: 0.008253 || Task Loss: 0.3667 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:57 || Estimated Time: 1 day, 3:26:31
2023-07-26 08:43:32,068 semantic_segmentation INFO: Iters: 93910/150000 || Lr: 0.008252 || Task Loss: 0.4348 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:14 || Estimated Time: 1 day, 3:26:13
2023-07-26 08:43:48,468 semantic_segmentation INFO: Iters: 93920/150000 || Lr: 0.008251 || Task Loss: 0.6126 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:30 || Estimated Time: 1 day, 3:25:55
2023-07-26 08:44:04,851 semantic_segmentation INFO: Iters: 93930/150000 || Lr: 0.008249 || Task Loss: 0.7615 || KD Loss: 0.2321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:47 || Estimated Time: 1 day, 3:25:36
2023-07-26 08:44:21,247 semantic_segmentation INFO: Iters: 93940/150000 || Lr: 0.008248 || Task Loss: 0.5830 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:03 || Estimated Time: 1 day, 3:25:18
2023-07-26 08:44:37,681 semantic_segmentation INFO: Iters: 93950/150000 || Lr: 0.008247 || Task Loss: 0.5650 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:19 || Estimated Time: 1 day, 3:25:00
2023-07-26 08:44:54,216 semantic_segmentation INFO: Iters: 93960/150000 || Lr: 0.008245 || Task Loss: 0.5943 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:36 || Estimated Time: 1 day, 3:24:41
2023-07-26 08:45:10,703 semantic_segmentation INFO: Iters: 93970/150000 || Lr: 0.008244 || Task Loss: 0.4941 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:52 || Estimated Time: 1 day, 3:24:23
2023-07-26 08:45:27,175 semantic_segmentation INFO: Iters: 93980/150000 || Lr: 0.008243 || Task Loss: 0.5585 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:09 || Estimated Time: 1 day, 3:24:05
2023-07-26 08:45:43,566 semantic_segmentation INFO: Iters: 93990/150000 || Lr: 0.008241 || Task Loss: 0.4995 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:25 || Estimated Time: 1 day, 3:23:47
2023-07-26 08:45:59,940 semantic_segmentation INFO: Iters: 94000/150000 || Lr: 0.008240 || Task Loss: 0.3964 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:42 || Estimated Time: 1 day, 3:23:28
2023-07-26 08:46:16,433 semantic_segmentation INFO: Iters: 94010/150000 || Lr: 0.008239 || Task Loss: 0.4087 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:58 || Estimated Time: 1 day, 3:23:10
2023-07-26 08:46:32,924 semantic_segmentation INFO: Iters: 94020/150000 || Lr: 0.008237 || Task Loss: 0.3471 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:15 || Estimated Time: 1 day, 3:22:52
2023-07-26 08:46:49,440 semantic_segmentation INFO: Iters: 94030/150000 || Lr: 0.008236 || Task Loss: 0.5084 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:31 || Estimated Time: 1 day, 3:22:33
2023-07-26 08:47:05,876 semantic_segmentation INFO: Iters: 94040/150000 || Lr: 0.008235 || Task Loss: 0.4466 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:48 || Estimated Time: 1 day, 3:22:15
2023-07-26 08:47:22,264 semantic_segmentation INFO: Iters: 94050/150000 || Lr: 0.008233 || Task Loss: 0.3365 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:04 || Estimated Time: 1 day, 3:21:57
2023-07-26 08:47:38,675 semantic_segmentation INFO: Iters: 94060/150000 || Lr: 0.008232 || Task Loss: 0.5276 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:20 || Estimated Time: 1 day, 3:21:38
2023-07-26 08:47:55,042 semantic_segmentation INFO: Iters: 94070/150000 || Lr: 0.008231 || Task Loss: 0.3898 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:37 || Estimated Time: 1 day, 3:21:20
2023-07-26 08:48:11,435 semantic_segmentation INFO: Iters: 94080/150000 || Lr: 0.008229 || Task Loss: 0.3432 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:53 || Estimated Time: 1 day, 3:21:02
2023-07-26 08:48:27,806 semantic_segmentation INFO: Iters: 94090/150000 || Lr: 0.008228 || Task Loss: 0.5883 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:10 || Estimated Time: 1 day, 3:20:43
2023-07-26 08:48:44,374 semantic_segmentation INFO: Iters: 94100/150000 || Lr: 0.008227 || Task Loss: 0.4127 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:26 || Estimated Time: 1 day, 3:20:25
2023-07-26 08:49:00,785 semantic_segmentation INFO: Iters: 94110/150000 || Lr: 0.008225 || Task Loss: 0.6505 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:43 || Estimated Time: 1 day, 3:20:07
2023-07-26 08:49:17,168 semantic_segmentation INFO: Iters: 94120/150000 || Lr: 0.008224 || Task Loss: 0.6152 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:59 || Estimated Time: 1 day, 3:19:49
2023-07-26 08:49:33,666 semantic_segmentation INFO: Iters: 94130/150000 || Lr: 0.008223 || Task Loss: 0.3860 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:15 || Estimated Time: 1 day, 3:19:30
2023-07-26 08:49:50,148 semantic_segmentation INFO: Iters: 94140/150000 || Lr: 0.008221 || Task Loss: 0.4492 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:32 || Estimated Time: 1 day, 3:19:12
2023-07-26 08:50:06,508 semantic_segmentation INFO: Iters: 94150/150000 || Lr: 0.008220 || Task Loss: 0.4941 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:48 || Estimated Time: 1 day, 3:18:54
2023-07-26 08:50:23,036 semantic_segmentation INFO: Iters: 94160/150000 || Lr: 0.008219 || Task Loss: 0.5060 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:05 || Estimated Time: 1 day, 3:18:35
2023-07-26 08:50:39,487 semantic_segmentation INFO: Iters: 94170/150000 || Lr: 0.008217 || Task Loss: 0.3461 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:21 || Estimated Time: 1 day, 3:18:17
2023-07-26 08:50:56,038 semantic_segmentation INFO: Iters: 94180/150000 || Lr: 0.008216 || Task Loss: 0.5699 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:38 || Estimated Time: 1 day, 3:17:59
2023-07-26 08:51:12,461 semantic_segmentation INFO: Iters: 94190/150000 || Lr: 0.008215 || Task Loss: 0.3697 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:54 || Estimated Time: 1 day, 3:17:41
2023-07-26 08:51:29,039 semantic_segmentation INFO: Iters: 94200/150000 || Lr: 0.008213 || Task Loss: 0.4211 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:11 || Estimated Time: 1 day, 3:17:22
2023-07-26 08:51:45,625 semantic_segmentation INFO: Iters: 94210/150000 || Lr: 0.008212 || Task Loss: 0.4162 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:27 || Estimated Time: 1 day, 3:17:04
2023-07-26 08:52:02,122 semantic_segmentation INFO: Iters: 94220/150000 || Lr: 0.008211 || Task Loss: 0.6067 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:44 || Estimated Time: 1 day, 3:16:46
2023-07-26 08:52:18,620 semantic_segmentation INFO: Iters: 94230/150000 || Lr: 0.008209 || Task Loss: 0.4117 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:00 || Estimated Time: 1 day, 3:16:28
2023-07-26 08:52:35,197 semantic_segmentation INFO: Iters: 94240/150000 || Lr: 0.008208 || Task Loss: 0.5660 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:17 || Estimated Time: 1 day, 3:16:09
2023-07-26 08:52:51,599 semantic_segmentation INFO: Iters: 94250/150000 || Lr: 0.008207 || Task Loss: 0.3678 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:33 || Estimated Time: 1 day, 3:15:51
2023-07-26 08:53:08,193 semantic_segmentation INFO: Iters: 94260/150000 || Lr: 0.008206 || Task Loss: 0.5409 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:50 || Estimated Time: 1 day, 3:15:33
2023-07-26 08:53:24,778 semantic_segmentation INFO: Iters: 94270/150000 || Lr: 0.008204 || Task Loss: 0.4434 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:07 || Estimated Time: 1 day, 3:15:15
2023-07-26 08:53:41,152 semantic_segmentation INFO: Iters: 94280/150000 || Lr: 0.008203 || Task Loss: 0.7473 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:23 || Estimated Time: 1 day, 3:14:56
2023-07-26 08:53:57,791 semantic_segmentation INFO: Iters: 94290/150000 || Lr: 0.008202 || Task Loss: 0.5773 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:40 || Estimated Time: 1 day, 3:14:38
2023-07-26 08:54:14,329 semantic_segmentation INFO: Iters: 94300/150000 || Lr: 0.008200 || Task Loss: 0.3785 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:56 || Estimated Time: 1 day, 3:14:20
2023-07-26 08:54:30,878 semantic_segmentation INFO: Iters: 94310/150000 || Lr: 0.008199 || Task Loss: 0.6159 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:13 || Estimated Time: 1 day, 3:14:02
2023-07-26 08:54:47,371 semantic_segmentation INFO: Iters: 94320/150000 || Lr: 0.008198 || Task Loss: 0.3676 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:29 || Estimated Time: 1 day, 3:13:43
2023-07-26 08:55:03,893 semantic_segmentation INFO: Iters: 94330/150000 || Lr: 0.008196 || Task Loss: 0.3697 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:46 || Estimated Time: 1 day, 3:13:25
2023-07-26 08:55:20,480 semantic_segmentation INFO: Iters: 94340/150000 || Lr: 0.008195 || Task Loss: 0.5466 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:02 || Estimated Time: 1 day, 3:13:07
2023-07-26 08:55:37,077 semantic_segmentation INFO: Iters: 94350/150000 || Lr: 0.008194 || Task Loss: 0.5957 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:19 || Estimated Time: 1 day, 3:12:49
2023-07-26 08:55:53,458 semantic_segmentation INFO: Iters: 94360/150000 || Lr: 0.008192 || Task Loss: 0.3907 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:35 || Estimated Time: 1 day, 3:12:30
2023-07-26 08:56:10,034 semantic_segmentation INFO: Iters: 94370/150000 || Lr: 0.008191 || Task Loss: 0.3988 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:52 || Estimated Time: 1 day, 3:12:12
2023-07-26 08:56:26,581 semantic_segmentation INFO: Iters: 94380/150000 || Lr: 0.008190 || Task Loss: 0.4447 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:08 || Estimated Time: 1 day, 3:11:54
2023-07-26 08:56:43,108 semantic_segmentation INFO: Iters: 94390/150000 || Lr: 0.008188 || Task Loss: 0.6136 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:25 || Estimated Time: 1 day, 3:11:36
2023-07-26 08:56:59,612 semantic_segmentation INFO: Iters: 94400/150000 || Lr: 0.008187 || Task Loss: 0.3634 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:41 || Estimated Time: 1 day, 3:11:18
2023-07-26 08:56:59,736 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:57:00,138 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.092
2023-07-26 08:57:00,155 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.133
2023-07-26 08:57:00,167 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.159
2023-07-26 08:57:00,181 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.160
2023-07-26 08:57:00,194 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.225
2023-07-26 08:57:00,205 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.271
2023-07-26 08:57:00,219 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.311
2023-07-26 08:57:00,233 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.316
2023-07-26 08:57:00,245 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.339
2023-07-26 08:57:00,258 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.382
2023-07-26 08:57:00,272 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.930, mIoU: 0.383
2023-07-26 08:57:00,286 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.409
2023-07-26 08:57:00,297 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.905, mIoU: 0.374
2023-07-26 08:57:00,311 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.904, mIoU: 0.350
2023-07-26 08:57:00,325 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.905, mIoU: 0.341
2023-07-26 08:57:00,336 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.907, mIoU: 0.338
2023-07-26 08:57:00,346 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.331
2023-07-26 08:57:00,358 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.326
2023-07-26 08:57:00,372 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.895, mIoU: 0.333
2023-07-26 08:57:00,387 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.897, mIoU: 0.367
2023-07-26 08:57:00,401 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.902, mIoU: 0.374
2023-07-26 08:57:00,415 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.384
2023-07-26 08:57:00,429 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.422
2023-07-26 08:57:00,443 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.904, mIoU: 0.429
2023-07-26 08:57:00,458 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.433
2023-07-26 08:57:00,471 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.902, mIoU: 0.434
2023-07-26 08:57:00,485 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.904, mIoU: 0.434
2023-07-26 08:57:00,495 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.906, mIoU: 0.435
2023-07-26 08:57:00,510 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.901, mIoU: 0.421
2023-07-26 08:57:00,524 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.905, mIoU: 0.421
2023-07-26 08:57:00,537 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.907, mIoU: 0.424
2023-07-26 08:57:00,552 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.909, mIoU: 0.423
2023-07-26 08:57:00,566 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.426
2023-07-26 08:57:00,580 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.911, mIoU: 0.425
2023-07-26 08:57:00,594 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.461
2023-07-26 08:57:00,608 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.461
2023-07-26 08:57:00,620 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.463
2023-07-26 08:57:00,632 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.506
2023-07-26 08:57:00,647 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.905, mIoU: 0.517
2023-07-26 08:57:00,659 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.905, mIoU: 0.516
2023-07-26 08:57:00,672 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.539
2023-07-26 08:57:00,686 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-26 08:57:00,700 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.906, mIoU: 0.536
2023-07-26 08:57:00,713 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.906, mIoU: 0.536
2023-07-26 08:57:00,727 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.538
2023-07-26 08:57:00,742 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.540
2023-07-26 08:57:00,755 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.908, mIoU: 0.546
2023-07-26 08:57:00,768 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.546
2023-07-26 08:57:00,782 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.546
2023-07-26 08:57:00,797 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.907, mIoU: 0.546
2023-07-26 08:57:00,813 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.906, mIoU: 0.538
2023-07-26 08:57:00,828 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-26 08:57:00,840 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-26 08:57:00,856 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-26 08:57:00,870 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.910, mIoU: 0.542
2023-07-26 08:57:00,883 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.542
2023-07-26 08:57:00,899 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-26 08:57:00,915 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-26 08:57:00,929 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.540
2023-07-26 08:57:00,944 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.564
2023-07-26 08:57:00,957 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.569
2023-07-26 08:57:00,972 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.565
2023-07-26 08:57:00,985 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.562
2023-07-26 08:57:01,002 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.908, mIoU: 0.566
2023-07-26 08:57:01,016 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-26 08:57:01,031 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.910, mIoU: 0.567
2023-07-26 08:57:01,046 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.568
2023-07-26 08:57:01,059 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-26 08:57:01,074 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.614
2023-07-26 08:57:01,089 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 08:57:01,104 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-26 08:57:01,117 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-26 08:57:01,132 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 08:57:01,147 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 08:57:01,161 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 08:57:01,176 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 08:57:01,190 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 08:57:01,199 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 08:57:01,215 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:57:01,231 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-26 08:57:01,244 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-26 08:57:01,259 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-26 08:57:01,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 08:57:01,288 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 08:57:01,304 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-26 08:57:01,318 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 08:57:01,333 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-26 08:57:01,348 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-26 08:57:01,363 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:57:01,376 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 08:57:01,391 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 08:57:01,406 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 08:57:01,421 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 08:57:01,436 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-26 08:57:01,451 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.892, mIoU: 0.591
2023-07-26 08:57:01,465 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.893, mIoU: 0.591
2023-07-26 08:57:01,478 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-26 08:57:01,491 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-26 08:57:01,506 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-26 08:57:01,519 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 08:57:01,535 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 08:57:01,549 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:57:01,562 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-26 08:57:01,577 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 08:57:01,592 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-26 08:57:01,605 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 08:57:01,620 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 08:57:01,635 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 08:57:01,648 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-26 08:57:01,662 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-26 08:57:01,675 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-26 08:57:01,688 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-26 08:57:01,702 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 08:57:01,717 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 08:57:01,732 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 08:57:01,745 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 08:57:01,758 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-26 08:57:01,773 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 08:57:01,786 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 08:57:01,800 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 08:57:01,815 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 08:57:01,828 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 08:57:01,841 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 08:57:01,856 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 08:57:01,871 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 08:57:01,879 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 08:57:01,891 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 08:57:01,906 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 08:57:01,915 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 08:57:01,928 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 08:57:01,943 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 08:57:01,958 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 08:57:01,970 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 08:57:01,985 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 08:57:01,998 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 08:57:02,011 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 08:57:02,025 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 08:57:02,038 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 08:57:02,053 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 08:57:02,066 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 08:57:02,081 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 08:57:02,096 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 08:57:02,110 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 08:57:02,126 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 08:57:02,140 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 08:57:02,154 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.903, mIoU: 0.585
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2023-07-26 08:57:04,955 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-26 08:57:06,368 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 08:57:06,738 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 08:57:07,730 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 08:57:07,745 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 08:57:07,760 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 08:57:07,775 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 08:57:07,787 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 08:57:07,800 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 08:57:07,815 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 08:57:07,829 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 08:57:07,844 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 08:57:07,856 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 08:57:07,871 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:07,887 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:07,902 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:07,915 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:07,930 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:07,944 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:07,957 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:07,972 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:07,986 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,000 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,015 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,027 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,042 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,057 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,073 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 08:57:08,083 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 08:57:08,098 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,113 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 08:57:08,126 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,140 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 08:57:08,153 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,168 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 08:57:08,183 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,198 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,210 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,223 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,236 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,250 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,265 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 08:57:08,280 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,294 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:08,309 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,322 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 08:57:08,337 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:08,352 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 08:57:08,365 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 08:57:08,379 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,394 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,408 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,422 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,437 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,448 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,462 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,477 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,491 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,505 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,520 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,531 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,546 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,560 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:08,574 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:08,587 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:08,601 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,615 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,630 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,644 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,659 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,673 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,687 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 08:57:08,702 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 08:57:08,716 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,729 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:08,743 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,758 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,773 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,785 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,800 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,813 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,828 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,842 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,857 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,872 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,886 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 08:57:08,901 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,915 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 08:57:08,929 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 08:57:08,943 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,958 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,975 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 08:57:08,990 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 08:57:09,005 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 08:57:09,014 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 08:57:09,027 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,041 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,054 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,068 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,081 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,094 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,108 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,124 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 08:57:09,139 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 08:57:09,154 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,167 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,181 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,194 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,208 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:09,223 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:09,238 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,253 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:09,267 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,282 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,295 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 08:57:09,310 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,325 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 08:57:09,337 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,350 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 08:57:09,364 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 08:57:09,379 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 08:57:09,394 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 08:57:09,406 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 08:57:09,420 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-26 08:57:09,449 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-26 08:57:09,482 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 08:57:09,496 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 08:57:09,511 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,526 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,541 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 08:57:09,556 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,571 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.904, mIoU: 0.602
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2023-07-26 08:57:09,601 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,613 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,628 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,642 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,656 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 08:57:09,684 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:09,696 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-26 08:57:09,722 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 08:57:09,735 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 08:57:09,748 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 08:57:09,761 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 08:57:09,775 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 08:57:09,791 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 08:57:09,802 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-26 08:57:09,839 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 08:57:09,854 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 08:57:09,868 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:09,883 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:09,897 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:09,912 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:09,926 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:09,939 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:09,954 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 08:57:10,249 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,263 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,277 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,293 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,306 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,321 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,336 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,348 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,361 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,377 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,392 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,406 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,421 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 08:57:10,433 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,446 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,459 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 08:57:10,472 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,486 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:10,502 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 08:57:10,516 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,531 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,544 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,558 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,573 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,586 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,599 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,614 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,628 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,641 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,656 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 08:57:10,671 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 08:57:10,684 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 08:57:10,697 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 08:57:10,712 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,727 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,743 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,756 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,769 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,782 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,797 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,810 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,822 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,837 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,851 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,864 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:10,878 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,893 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,908 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,923 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,935 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:10,947 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:10,961 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:10,974 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:10,987 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,000 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,015 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,028 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,041 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:11,055 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:11,070 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:11,085 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:11,100 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,113 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,126 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,141 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,156 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,171 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,187 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,199 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,212 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,224 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,239 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,255 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,269 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,283 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,294 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,307 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:11,322 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,336 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:11,349 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:11,363 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:11,376 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 08:57:11,391 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,404 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,418 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,431 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,445 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,459 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,472 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,487 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,501 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,516 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,530 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,544 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,558 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,573 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,587 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:11,602 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,616 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,629 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,642 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,655 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,671 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,685 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,701 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,716 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,727 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:11,742 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:11,757 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,771 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,784 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,799 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,813 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:11,825 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,839 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,853 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,867 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:11,880 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,891 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:11,907 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,921 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,935 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,948 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,962 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:11,976 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:11,991 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:12,005 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:12,017 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:12,032 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:12,044 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:12,058 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,072 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:12,084 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:12,099 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,112 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,126 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,141 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,155 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,170 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,184 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:12,199 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:12,213 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:12,229 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,243 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,259 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,274 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,283 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,297 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,310 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,325 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,340 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,355 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,367 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,381 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,395 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,409 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,424 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,438 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,451 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,465 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,479 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,493 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,505 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,519 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,533 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,548 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,560 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,574 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,588 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,600 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,614 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,628 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,640 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:12,653 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:12,666 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:12,679 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:12,693 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:12,707 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:12,721 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,736 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,750 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,762 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:12,774 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:12,789 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,801 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,814 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,828 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,843 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,857 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:12,872 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,885 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,897 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,913 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,927 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:12,940 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,954 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,967 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,982 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:12,996 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:13,011 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:13,026 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,041 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,049 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:13,065 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:13,080 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 08:57:13,093 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,107 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,122 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,136 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,149 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,164 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,178 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,193 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 08:57:13,208 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 08:57:13,222 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-26 08:57:13,238 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 08:57:13,253 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 08:57:13,266 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 08:57:13,280 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 08:57:13,294 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 08:57:13,308 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 08:57:13,321 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 08:57:13,335 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 08:57:13,350 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 08:57:13,364 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 08:57:13,371 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 08:57:13,384 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 08:57:13,397 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,409 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,420 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 08:57:13,435 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,449 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,464 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 08:57:13,475 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,488 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,502 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,513 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,528 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,540 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,555 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,569 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,584 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,599 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,610 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,623 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,638 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:13,653 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,667 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,682 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:13,695 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:13,705 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:13,717 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:13,729 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,741 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,755 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,768 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,782 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,797 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,812 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:13,826 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,841 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,856 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,871 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,886 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,900 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,914 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,928 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,944 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:13,956 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,969 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,984 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:13,996 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,012 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,024 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,039 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,053 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,070 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,085 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,098 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,113 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,127 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,141 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,155 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,168 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,181 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,195 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 08:57:14,210 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,224 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,239 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 08:57:14,253 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 08:57:14,268 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 08:57:14,283 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,297 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,310 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,324 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,335 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,348 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,362 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 08:57:14,373 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,388 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,402 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,417 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,432 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,447 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,461 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,475 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,487 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,502 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,514 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,528 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,543 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,555 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,569 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,581 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,596 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,610 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,625 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,640 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,655 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,668 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 08:57:14,680 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,695 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 08:57:14,708 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,721 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,737 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,752 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,767 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,780 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,792 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,808 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,823 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,838 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,851 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,863 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,878 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,892 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,907 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:14,922 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:14,937 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:14,951 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:14,965 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:14,980 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:14,995 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 08:57:15,009 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:15,024 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:15,038 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:15,051 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 08:57:15,066 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:15,081 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:15,096 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:15,108 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 08:57:15,122 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,137 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,152 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,165 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,179 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,194 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,208 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,223 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,238 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,253 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,266 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,280 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,296 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,309 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,324 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,336 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,345 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,359 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,374 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,386 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,401 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,416 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,428 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:15,441 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,455 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,470 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:15,484 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:15,501 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:15,515 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:15,531 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 08:57:15,546 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,558 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,573 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,587 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,602 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,614 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,627 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,641 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,656 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,670 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,685 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 08:57:15,697 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,712 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,726 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,739 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,753 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,768 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,783 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,797 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,810 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,824 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,839 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,853 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,868 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,880 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,895 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,908 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,921 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,933 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,947 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,962 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:15,976 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:15,990 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:16,000 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:16,013 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,029 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,044 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,056 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,071 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,087 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,101 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,114 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,128 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,143 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,156 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,170 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,183 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:16,196 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:16,210 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 08:57:16,225 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,239 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,254 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,266 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,281 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,295 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,307 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:16,321 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,335 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,350 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,364 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,376 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,388 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,402 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,416 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,430 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,442 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,456 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,473 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,486 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,497 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,511 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,527 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,541 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,556 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,568 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,582 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:16,596 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,609 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,623 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,638 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,652 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,667 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,682 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,696 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:16,710 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,724 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,736 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,750 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,765 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:16,779 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,792 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,806 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,817 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,832 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,847 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,861 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,874 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,889 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,905 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 08:57:16,920 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 08:57:16,932 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,946 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,961 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,972 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:16,986 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:17,001 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 08:57:17,015 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:17,028 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:17,040 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:17,054 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 08:57:17,068 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,083 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,095 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,111 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,123 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,136 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,150 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,165 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,179 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,194 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,209 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,222 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,237 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,250 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,265 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:17,279 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:17,292 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:17,305 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:17,321 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:17,335 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:17,350 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:17,363 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:17,376 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:17,390 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:17,405 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,418 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,430 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,445 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,459 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,474 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,488 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,502 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,518 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,531 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,544 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,559 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,571 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,585 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,599 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,614 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,628 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,642 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 08:57:17,656 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:17,670 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:17,683 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:17,698 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 08:57:17,713 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,728 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,742 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:17,758 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,773 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,786 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,798 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,813 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,828 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,841 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,856 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,871 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,886 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,900 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,914 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,928 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,943 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,955 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,968 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,980 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:17,993 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,005 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,019 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,033 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,046 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,058 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,072 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,083 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,097 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,112 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,127 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,142 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,157 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,169 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,184 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:18,199 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,211 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,226 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,241 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,257 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,270 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,284 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,299 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:18,313 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 08:57:18,327 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,339 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,354 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,368 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,383 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,397 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,409 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,423 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,437 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,451 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,466 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,480 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,494 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,509 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,519 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,533 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,546 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,558 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,575 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,590 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,604 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,616 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,629 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,642 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,657 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,671 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,685 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,700 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,712 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,727 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,742 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,755 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,770 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,784 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,797 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,811 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,823 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,838 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:18,852 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,866 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,880 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:18,892 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,905 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,918 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:18,933 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,947 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,960 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,972 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:18,987 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,002 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,016 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,029 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,044 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,060 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,075 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,090 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,105 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,112 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,127 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,140 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,153 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,167 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,182 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,197 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,212 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,227 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,241 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,256 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,269 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,283 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,299 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,314 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,329 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,343 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,360 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,373 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,387 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,401 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,416 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,428 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 08:57:19,441 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,455 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:19,470 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,484 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,498 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,513 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,527 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,541 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,554 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,568 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,581 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,596 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,611 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,625 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,639 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,652 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,667 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,681 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,695 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,710 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,724 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,739 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,753 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,766 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,780 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,793 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,807 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,821 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,835 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,850 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,864 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 08:57:19,878 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,887 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,901 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,913 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,927 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,941 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:19,956 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,971 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,982 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:19,991 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,008 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,023 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,037 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,050 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,065 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,079 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,093 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,107 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,122 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,136 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,150 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,162 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,176 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,189 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,203 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,215 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,229 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,243 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 08:57:20,256 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,271 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,283 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,296 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,309 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 08:57:20,325 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 08:57:36,640 semantic_segmentation INFO: Iters: 94410/150000 || Lr: 0.008186 || Task Loss: 0.4462 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:18 || Estimated Time: 1 day, 3:11:11
2023-07-26 08:57:53,248 semantic_segmentation INFO: Iters: 94420/150000 || Lr: 0.008184 || Task Loss: 0.6478 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:35 || Estimated Time: 1 day, 3:10:53
2023-07-26 08:58:09,658 semantic_segmentation INFO: Iters: 94430/150000 || Lr: 0.008183 || Task Loss: 0.4585 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:51 || Estimated Time: 1 day, 3:10:35
2023-07-26 08:58:26,221 semantic_segmentation INFO: Iters: 94440/150000 || Lr: 0.008182 || Task Loss: 0.3643 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:08 || Estimated Time: 1 day, 3:10:17
2023-07-26 08:58:42,815 semantic_segmentation INFO: Iters: 94450/150000 || Lr: 0.008180 || Task Loss: 0.6105 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:25 || Estimated Time: 1 day, 3:09:58
2023-07-26 08:58:59,409 semantic_segmentation INFO: Iters: 94460/150000 || Lr: 0.008179 || Task Loss: 0.6065 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:41 || Estimated Time: 1 day, 3:09:40
2023-07-26 08:59:15,858 semantic_segmentation INFO: Iters: 94470/150000 || Lr: 0.008178 || Task Loss: 0.4733 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:58 || Estimated Time: 1 day, 3:09:22
2023-07-26 08:59:32,489 semantic_segmentation INFO: Iters: 94480/150000 || Lr: 0.008176 || Task Loss: 0.4102 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:14 || Estimated Time: 1 day, 3:09:04
2023-07-26 08:59:49,173 semantic_segmentation INFO: Iters: 94490/150000 || Lr: 0.008175 || Task Loss: 0.5381 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:31 || Estimated Time: 1 day, 3:08:46
2023-07-26 09:00:05,765 semantic_segmentation INFO: Iters: 94500/150000 || Lr: 0.008174 || Task Loss: 0.4914 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:48 || Estimated Time: 1 day, 3:08:27
2023-07-26 09:00:22,347 semantic_segmentation INFO: Iters: 94510/150000 || Lr: 0.008172 || Task Loss: 0.4328 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:04 || Estimated Time: 1 day, 3:08:09
2023-07-26 09:00:38,956 semantic_segmentation INFO: Iters: 94520/150000 || Lr: 0.008171 || Task Loss: 0.5689 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:21 || Estimated Time: 1 day, 3:07:51
2023-07-26 09:00:55,514 semantic_segmentation INFO: Iters: 94530/150000 || Lr: 0.008170 || Task Loss: 0.5652 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:37 || Estimated Time: 1 day, 3:07:33
2023-07-26 09:01:12,125 semantic_segmentation INFO: Iters: 94540/150000 || Lr: 0.008168 || Task Loss: 0.3304 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:54 || Estimated Time: 1 day, 3:07:15
2023-07-26 09:01:28,702 semantic_segmentation INFO: Iters: 94550/150000 || Lr: 0.008167 || Task Loss: 0.6181 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:10 || Estimated Time: 1 day, 3:06:56
2023-07-26 09:01:45,292 semantic_segmentation INFO: Iters: 94560/150000 || Lr: 0.008166 || Task Loss: 0.5096 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:27 || Estimated Time: 1 day, 3:06:38
2023-07-26 09:02:01,779 semantic_segmentation INFO: Iters: 94570/150000 || Lr: 0.008164 || Task Loss: 0.4976 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:44 || Estimated Time: 1 day, 3:06:20
2023-07-26 09:02:18,401 semantic_segmentation INFO: Iters: 94580/150000 || Lr: 0.008163 || Task Loss: 0.5730 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:00 || Estimated Time: 1 day, 3:06:02
2023-07-26 09:02:35,047 semantic_segmentation INFO: Iters: 94590/150000 || Lr: 0.008162 || Task Loss: 0.5520 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:17 || Estimated Time: 1 day, 3:05:44
2023-07-26 09:02:51,446 semantic_segmentation INFO: Iters: 94600/150000 || Lr: 0.008160 || Task Loss: 0.3664 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:33 || Estimated Time: 1 day, 3:05:25
2023-07-26 09:03:08,049 semantic_segmentation INFO: Iters: 94610/150000 || Lr: 0.008159 || Task Loss: 0.3597 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:50 || Estimated Time: 1 day, 3:05:07
2023-07-26 09:03:24,680 semantic_segmentation INFO: Iters: 94620/150000 || Lr: 0.008158 || Task Loss: 0.3571 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:06 || Estimated Time: 1 day, 3:04:49
2023-07-26 09:03:41,219 semantic_segmentation INFO: Iters: 94630/150000 || Lr: 0.008156 || Task Loss: 0.4622 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:23 || Estimated Time: 1 day, 3:04:31
2023-07-26 09:03:57,753 semantic_segmentation INFO: Iters: 94640/150000 || Lr: 0.008155 || Task Loss: 0.4903 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:40 || Estimated Time: 1 day, 3:04:12
2023-07-26 09:04:14,183 semantic_segmentation INFO: Iters: 94650/150000 || Lr: 0.008154 || Task Loss: 0.5487 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:56 || Estimated Time: 1 day, 3:03:54
2023-07-26 09:04:30,780 semantic_segmentation INFO: Iters: 94660/150000 || Lr: 0.008152 || Task Loss: 0.4707 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:13 || Estimated Time: 1 day, 3:03:36
2023-07-26 09:04:47,316 semantic_segmentation INFO: Iters: 94670/150000 || Lr: 0.008151 || Task Loss: 0.5784 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:29 || Estimated Time: 1 day, 3:03:18
2023-07-26 09:05:03,738 semantic_segmentation INFO: Iters: 94680/150000 || Lr: 0.008150 || Task Loss: 0.4418 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:46 || Estimated Time: 1 day, 3:02:59
2023-07-26 09:05:20,287 semantic_segmentation INFO: Iters: 94690/150000 || Lr: 0.008149 || Task Loss: 0.4578 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:02 || Estimated Time: 1 day, 3:02:41
2023-07-26 09:05:36,733 semantic_segmentation INFO: Iters: 94700/150000 || Lr: 0.008147 || Task Loss: 0.4254 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:19 || Estimated Time: 1 day, 3:02:23
2023-07-26 09:05:53,308 semantic_segmentation INFO: Iters: 94710/150000 || Lr: 0.008146 || Task Loss: 0.3978 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:35 || Estimated Time: 1 day, 3:02:05
2023-07-26 09:06:09,685 semantic_segmentation INFO: Iters: 94720/150000 || Lr: 0.008145 || Task Loss: 0.5297 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:51 || Estimated Time: 1 day, 3:01:46
2023-07-26 09:06:26,220 semantic_segmentation INFO: Iters: 94730/150000 || Lr: 0.008143 || Task Loss: 0.4238 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:08 || Estimated Time: 1 day, 3:01:28
2023-07-26 09:06:42,834 semantic_segmentation INFO: Iters: 94740/150000 || Lr: 0.008142 || Task Loss: 0.5595 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:25 || Estimated Time: 1 day, 3:01:10
2023-07-26 09:06:59,313 semantic_segmentation INFO: Iters: 94750/150000 || Lr: 0.008141 || Task Loss: 0.5676 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:41 || Estimated Time: 1 day, 3:00:52
2023-07-26 09:07:16,258 semantic_segmentation INFO: Iters: 94760/150000 || Lr: 0.008139 || Task Loss: 0.5579 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:58 || Estimated Time: 1 day, 3:00:34
2023-07-26 09:07:32,839 semantic_segmentation INFO: Iters: 94770/150000 || Lr: 0.008138 || Task Loss: 0.5443 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:15 || Estimated Time: 1 day, 3:00:16
2023-07-26 09:07:49,349 semantic_segmentation INFO: Iters: 94780/150000 || Lr: 0.008137 || Task Loss: 0.4198 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:31 || Estimated Time: 1 day, 2:59:57
2023-07-26 09:08:05,984 semantic_segmentation INFO: Iters: 94790/150000 || Lr: 0.008135 || Task Loss: 0.5829 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:48 || Estimated Time: 1 day, 2:59:39
2023-07-26 09:08:22,522 semantic_segmentation INFO: Iters: 94800/150000 || Lr: 0.008134 || Task Loss: 0.4640 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:04 || Estimated Time: 1 day, 2:59:21
2023-07-26 09:08:39,007 semantic_segmentation INFO: Iters: 94810/150000 || Lr: 0.008133 || Task Loss: 0.3159 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:21 || Estimated Time: 1 day, 2:59:03
2023-07-26 09:08:55,685 semantic_segmentation INFO: Iters: 94820/150000 || Lr: 0.008131 || Task Loss: 0.4070 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:37 || Estimated Time: 1 day, 2:58:45
2023-07-26 09:09:12,261 semantic_segmentation INFO: Iters: 94830/150000 || Lr: 0.008130 || Task Loss: 0.3509 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:54 || Estimated Time: 1 day, 2:58:26
2023-07-26 09:09:28,760 semantic_segmentation INFO: Iters: 94840/150000 || Lr: 0.008129 || Task Loss: 0.4167 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:11 || Estimated Time: 1 day, 2:58:08
2023-07-26 09:09:45,334 semantic_segmentation INFO: Iters: 94850/150000 || Lr: 0.008127 || Task Loss: 0.5399 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:27 || Estimated Time: 1 day, 2:57:50
2023-07-26 09:10:01,944 semantic_segmentation INFO: Iters: 94860/150000 || Lr: 0.008126 || Task Loss: 0.4212 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:44 || Estimated Time: 1 day, 2:57:32
2023-07-26 09:10:18,528 semantic_segmentation INFO: Iters: 94870/150000 || Lr: 0.008125 || Task Loss: 0.6335 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:00 || Estimated Time: 1 day, 2:57:14
2023-07-26 09:10:35,102 semantic_segmentation INFO: Iters: 94880/150000 || Lr: 0.008123 || Task Loss: 0.5766 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:17 || Estimated Time: 1 day, 2:56:55
2023-07-26 09:10:51,649 semantic_segmentation INFO: Iters: 94890/150000 || Lr: 0.008122 || Task Loss: 0.5039 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:33 || Estimated Time: 1 day, 2:56:37
2023-07-26 09:11:08,241 semantic_segmentation INFO: Iters: 94900/150000 || Lr: 0.008121 || Task Loss: 0.7112 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:50 || Estimated Time: 1 day, 2:56:19
2023-07-26 09:11:24,654 semantic_segmentation INFO: Iters: 94910/150000 || Lr: 0.008119 || Task Loss: 0.3163 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:06 || Estimated Time: 1 day, 2:56:01
2023-07-26 09:11:41,249 semantic_segmentation INFO: Iters: 94920/150000 || Lr: 0.008118 || Task Loss: 0.4776 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:23 || Estimated Time: 1 day, 2:55:42
2023-07-26 09:11:57,776 semantic_segmentation INFO: Iters: 94930/150000 || Lr: 0.008117 || Task Loss: 0.4255 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:40 || Estimated Time: 1 day, 2:55:24
2023-07-26 09:12:14,299 semantic_segmentation INFO: Iters: 94940/150000 || Lr: 0.008115 || Task Loss: 0.4672 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:56 || Estimated Time: 1 day, 2:55:06
2023-07-26 09:12:30,806 semantic_segmentation INFO: Iters: 94950/150000 || Lr: 0.008114 || Task Loss: 0.5373 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:13 || Estimated Time: 1 day, 2:54:48
2023-07-26 09:12:47,203 semantic_segmentation INFO: Iters: 94960/150000 || Lr: 0.008113 || Task Loss: 0.6392 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:29 || Estimated Time: 1 day, 2:54:30
2023-07-26 09:13:03,775 semantic_segmentation INFO: Iters: 94970/150000 || Lr: 0.008111 || Task Loss: 0.5351 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:46 || Estimated Time: 1 day, 2:54:11
2023-07-26 09:13:20,309 semantic_segmentation INFO: Iters: 94980/150000 || Lr: 0.008110 || Task Loss: 0.5351 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:02 || Estimated Time: 1 day, 2:53:53
2023-07-26 09:13:36,832 semantic_segmentation INFO: Iters: 94990/150000 || Lr: 0.008109 || Task Loss: 0.7039 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:19 || Estimated Time: 1 day, 2:53:35
2023-07-26 09:13:53,313 semantic_segmentation INFO: Iters: 95000/150000 || Lr: 0.008107 || Task Loss: 0.5905 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:35 || Estimated Time: 1 day, 2:53:17
2023-07-26 09:14:09,735 semantic_segmentation INFO: Iters: 95010/150000 || Lr: 0.008106 || Task Loss: 0.4320 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:52 || Estimated Time: 1 day, 2:52:58
2023-07-26 09:14:26,316 semantic_segmentation INFO: Iters: 95020/150000 || Lr: 0.008105 || Task Loss: 0.3075 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:08 || Estimated Time: 1 day, 2:52:40
2023-07-26 09:14:42,859 semantic_segmentation INFO: Iters: 95030/150000 || Lr: 0.008103 || Task Loss: 0.3957 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:25 || Estimated Time: 1 day, 2:52:22
2023-07-26 09:14:59,373 semantic_segmentation INFO: Iters: 95040/150000 || Lr: 0.008102 || Task Loss: 0.3661 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:41 || Estimated Time: 1 day, 2:52:04
2023-07-26 09:15:15,903 semantic_segmentation INFO: Iters: 95050/150000 || Lr: 0.008101 || Task Loss: 0.4691 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:58 || Estimated Time: 1 day, 2:51:46
2023-07-26 09:15:32,562 semantic_segmentation INFO: Iters: 95060/150000 || Lr: 0.008099 || Task Loss: 0.6340 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:14 || Estimated Time: 1 day, 2:51:27
2023-07-26 09:15:49,067 semantic_segmentation INFO: Iters: 95070/150000 || Lr: 0.008098 || Task Loss: 0.4285 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:31 || Estimated Time: 1 day, 2:51:09
2023-07-26 09:16:05,652 semantic_segmentation INFO: Iters: 95080/150000 || Lr: 0.008097 || Task Loss: 0.5655 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:47 || Estimated Time: 1 day, 2:50:51
2023-07-26 09:16:22,250 semantic_segmentation INFO: Iters: 95090/150000 || Lr: 0.008095 || Task Loss: 0.3540 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:04 || Estimated Time: 1 day, 2:50:33
2023-07-26 09:16:38,818 semantic_segmentation INFO: Iters: 95100/150000 || Lr: 0.008094 || Task Loss: 0.4083 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:21 || Estimated Time: 1 day, 2:50:15
2023-07-26 09:16:55,318 semantic_segmentation INFO: Iters: 95110/150000 || Lr: 0.008093 || Task Loss: 0.5068 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:37 || Estimated Time: 1 day, 2:49:56
2023-07-26 09:17:11,948 semantic_segmentation INFO: Iters: 95120/150000 || Lr: 0.008091 || Task Loss: 0.5090 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:54 || Estimated Time: 1 day, 2:49:38
2023-07-26 09:17:28,553 semantic_segmentation INFO: Iters: 95130/150000 || Lr: 0.008090 || Task Loss: 0.3342 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:10 || Estimated Time: 1 day, 2:49:20
2023-07-26 09:17:44,983 semantic_segmentation INFO: Iters: 95140/150000 || Lr: 0.008089 || Task Loss: 0.5146 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:27 || Estimated Time: 1 day, 2:49:02
2023-07-26 09:18:01,656 semantic_segmentation INFO: Iters: 95150/150000 || Lr: 0.008087 || Task Loss: 0.3688 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:43 || Estimated Time: 1 day, 2:48:44
2023-07-26 09:18:18,170 semantic_segmentation INFO: Iters: 95160/150000 || Lr: 0.008086 || Task Loss: 0.4126 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:00 || Estimated Time: 1 day, 2:48:25
2023-07-26 09:18:34,723 semantic_segmentation INFO: Iters: 95170/150000 || Lr: 0.008085 || Task Loss: 0.3411 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:17 || Estimated Time: 1 day, 2:48:07
2023-07-26 09:18:51,298 semantic_segmentation INFO: Iters: 95180/150000 || Lr: 0.008084 || Task Loss: 0.4606 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:33 || Estimated Time: 1 day, 2:47:49
2023-07-26 09:19:07,734 semantic_segmentation INFO: Iters: 95190/150000 || Lr: 0.008082 || Task Loss: 0.4951 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2429|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:50 || Estimated Time: 1 day, 2:47:31
2023-07-26 09:19:24,269 semantic_segmentation INFO: Iters: 95200/150000 || Lr: 0.008081 || Task Loss: 0.6364 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:32:06 || Estimated Time: 1 day, 2:47:13
2023-07-26 09:19:24,394 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 09:19:24,782 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 09:19:24,811 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.131
2023-07-26 09:19:24,823 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.152
2023-07-26 09:19:24,837 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.154
2023-07-26 09:19:24,849 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.218
2023-07-26 09:19:24,861 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.264
2023-07-26 09:19:24,875 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.302
2023-07-26 09:19:24,888 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.307
2023-07-26 09:19:24,900 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.346
2023-07-26 09:19:24,914 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.384
2023-07-26 09:19:24,927 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.924, mIoU: 0.386
2023-07-26 09:19:24,941 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.430
2023-07-26 09:19:24,953 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.895, mIoU: 0.374
2023-07-26 09:19:24,966 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.894, mIoU: 0.352
2023-07-26 09:19:24,980 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.896, mIoU: 0.345
2023-07-26 09:19:24,991 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.342
2023-07-26 09:19:25,002 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.339
2023-07-26 09:19:25,014 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.334
2023-07-26 09:19:25,027 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.893, mIoU: 0.335
2023-07-26 09:19:25,042 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.374
2023-07-26 09:19:25,056 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.381
2023-07-26 09:19:25,070 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.900, mIoU: 0.392
2023-07-26 09:19:25,084 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.422
2023-07-26 09:19:25,099 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.422
2023-07-26 09:19:25,113 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.423
2023-07-26 09:19:25,126 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.902, mIoU: 0.429
2023-07-26 09:19:25,140 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.902, mIoU: 0.428
2023-07-26 09:19:25,150 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.905, mIoU: 0.427
2023-07-26 09:19:25,164 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.900, mIoU: 0.417
2023-07-26 09:19:25,178 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.904, mIoU: 0.417
2023-07-26 09:19:25,191 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.420
2023-07-26 09:19:25,206 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.909, mIoU: 0.420
2023-07-26 09:19:25,220 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.911, mIoU: 0.430
2023-07-26 09:19:25,235 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.427
2023-07-26 09:19:25,249 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.459
2023-07-26 09:19:25,263 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.460
2023-07-26 09:19:25,276 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.462
2023-07-26 09:19:25,288 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.507
2023-07-26 09:19:25,303 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-26 09:19:25,315 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-26 09:19:25,328 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.527
2023-07-26 09:19:25,342 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.527
2023-07-26 09:19:25,355 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.523
2023-07-26 09:19:25,367 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.523
2023-07-26 09:19:25,381 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.536
2023-07-26 09:19:25,396 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.540
2023-07-26 09:19:25,408 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-26 09:19:25,420 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.547
2023-07-26 09:19:25,434 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.549
2023-07-26 09:19:25,449 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-26 09:19:25,464 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.915, mIoU: 0.545
2023-07-26 09:19:25,479 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.545
2023-07-26 09:19:25,491 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.543
2023-07-26 09:19:25,506 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.544
2023-07-26 09:19:25,521 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.549
2023-07-26 09:19:25,533 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.545
2023-07-26 09:19:25,548 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.544
2023-07-26 09:19:25,569 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.544
2023-07-26 09:19:25,583 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.547
2023-07-26 09:19:25,597 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.568
2023-07-26 09:19:25,609 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-26 09:19:25,625 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-26 09:19:25,638 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-26 09:19:25,657 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-26 09:19:25,672 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-26 09:19:25,688 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-26 09:19:25,704 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-26 09:19:25,717 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.620
2023-07-26 09:19:25,733 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.621
2023-07-26 09:19:25,749 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.618
2023-07-26 09:19:25,765 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 09:19:25,778 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-26 09:19:25,794 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 09:19:25,810 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-26 09:19:25,824 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 09:19:25,839 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.623
2023-07-26 09:19:25,853 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 09:19:25,862 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-26 09:19:25,877 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-26 09:19:25,893 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-26 09:19:25,906 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-26 09:19:25,921 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-26 09:19:25,935 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 09:19:25,950 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 09:19:25,965 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 09:19:25,979 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 09:19:25,994 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-26 09:19:26,008 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-26 09:19:26,023 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:26,037 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-26 09:19:26,462 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.619
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2023-07-26 09:19:26,504 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 09:19:26,520 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.913, mIoU: 0.618
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2023-07-26 09:19:26,624 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.915, mIoU: 0.629
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2023-07-26 09:19:27,606 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.912, mIoU: 0.616
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2023-07-26 09:19:28,835 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.903, mIoU: 0.610
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2023-07-26 09:19:31,668 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:19:31,681 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:19:31,694 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.904, mIoU: 0.606
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2023-07-26 09:19:31,739 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,747 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,762 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,777 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,790 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,805 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:19:31,819 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:19:31,832 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:19:31,848 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,861 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,876 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:19:31,891 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:19:31,906 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:19:31,921 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,935 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,947 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,962 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:19:31,977 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:19:31,992 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:19:32,006 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:19:32,023 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:19:32,038 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:19:32,053 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 09:19:32,066 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 09:19:32,081 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 09:19:32,096 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 09:19:32,111 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 09:19:32,127 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 09:19:32,141 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 09:19:32,155 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 09:19:32,169 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 09:19:32,183 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 09:19:32,196 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:19:32,210 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 09:19:32,221 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 09:19:32,236 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 09:19:32,248 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 09:19:32,259 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-26 09:19:32,271 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-26 09:19:32,285 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-26 09:19:32,299 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-26 09:19:32,314 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 09:19:32,328 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 09:19:32,337 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-26 09:19:32,351 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 09:19:32,367 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-26 09:19:32,383 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 09:19:32,398 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,414 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-26 09:19:32,427 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-26 09:19:32,440 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-26 09:19:32,455 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-26 09:19:32,471 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,486 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,499 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-26 09:19:32,512 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,527 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,542 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,557 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 09:19:32,569 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 09:19:32,583 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 09:19:32,598 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,613 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,626 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:32,641 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,655 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,667 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,681 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,695 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,709 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,723 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,736 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,751 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,765 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:32,781 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:32,791 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:32,805 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 09:19:32,820 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,832 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,846 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,859 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 09:19:32,873 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,888 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,902 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,914 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:32,926 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,939 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,953 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,968 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,983 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:32,997 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:33,011 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-26 09:19:33,023 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-26 09:19:33,037 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,052 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,064 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:33,079 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,093 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,107 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,121 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,135 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,146 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,160 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,174 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,188 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,202 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,216 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,227 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,242 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 09:19:33,257 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,271 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 09:19:33,284 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 09:19:33,298 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 09:19:33,312 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 09:19:33,327 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 09:19:33,341 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 09:19:33,357 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,371 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,386 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,401 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,415 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:33,428 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,443 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,459 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,474 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,487 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,502 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,516 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,531 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:33,546 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:33,562 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:33,577 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:33,592 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,606 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:33,620 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,634 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-26 09:19:33,648 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-26 09:19:33,662 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-26 09:19:33,679 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-26 09:19:33,694 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-26 09:19:33,708 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-26 09:19:33,718 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,730 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,745 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,757 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:33,771 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,784 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,796 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,811 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,826 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,841 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:33,856 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,868 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:33,883 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,895 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:33,909 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:33,923 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:33,938 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,952 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:33,966 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,981 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:33,993 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:34,009 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-26 09:19:34,024 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.627
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2023-07-26 09:19:34,051 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-26 09:19:34,065 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.628
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2023-07-26 09:19:34,109 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:34,124 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:34,140 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-26 09:19:34,155 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:34,169 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 09:19:34,182 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,190 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,205 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,220 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,234 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,249 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,263 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,278 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,293 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.909, mIoU: 0.629
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2023-07-26 09:19:34,319 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,333 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,346 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-26 09:19:34,361 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,375 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,387 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,399 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,412 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,425 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-26 09:19:34,439 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:34,452 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-26 09:19:34,465 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:34,479 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,495 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,507 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,521 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-26 09:19:34,534 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,545 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,560 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,575 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 09:19:34,590 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,604 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,619 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,634 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,646 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-26 09:19:34,661 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:34,676 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:34,692 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,707 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:34,722 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:34,737 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:34,750 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-26 09:19:34,763 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-26 09:19:34,775 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,790 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,805 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-26 09:19:34,818 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-26 09:19:34,831 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:34,846 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,860 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-26 09:19:34,876 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,891 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,905 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,918 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:34,933 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,946 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,960 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,975 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:34,989 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:35,005 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,018 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,033 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,049 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,061 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:35,074 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,090 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,105 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:35,120 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:35,135 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:35,147 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,159 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,173 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,186 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:35,201 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,217 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,230 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,245 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,259 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,274 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,288 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,301 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,314 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,329 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,343 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,356 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,371 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,386 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,400 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,413 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,428 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,443 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,459 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,472 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,486 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,499 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,514 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,527 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,540 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,555 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,569 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,582 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,597 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,612 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:35,627 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 09:19:35,642 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:35,655 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 09:19:35,667 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,681 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,695 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,707 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,720 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:35,736 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,749 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,762 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,777 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,792 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,807 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,822 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,835 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,848 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,863 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 09:19:35,878 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 09:19:35,893 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 09:19:35,908 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 09:19:35,921 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 09:19:35,934 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:35,945 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,960 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,975 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:35,989 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:36,003 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 09:19:36,014 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,027 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,041 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,056 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,069 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,084 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,097 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,112 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,125 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,141 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:36,154 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 09:19:36,169 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:36,184 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:36,196 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,212 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,227 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,242 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,256 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,270 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,285 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,299 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,313 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:36,327 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,341 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:36,354 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,366 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,378 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,395 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,408 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,424 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,438 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,449 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,463 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,479 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,494 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,507 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,522 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,536 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,549 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,563 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,578 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:36,593 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:36,605 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,617 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:36,633 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:36,648 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:36,663 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:36,676 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:36,691 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:36,706 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:36,721 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:36,736 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:36,749 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:36,763 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:36,777 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,792 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,806 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,819 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,834 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,847 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:36,862 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,877 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,891 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,906 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,921 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,935 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,949 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,965 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,979 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:36,994 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,009 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,018 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,033 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,046 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,060 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,075 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,090 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:37,102 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,117 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,132 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,145 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,161 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,176 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:37,189 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,204 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,218 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:37,233 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,246 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,260 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:37,275 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:37,290 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:37,303 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,318 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,333 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,346 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,360 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,375 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,388 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,402 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,415 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,429 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,444 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,459 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,474 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,488 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,503 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,515 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,528 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,542 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,554 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,567 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:37,581 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:37,595 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,609 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,624 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,636 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,649 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,665 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,679 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,691 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,705 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,718 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,732 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,746 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,761 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:37,776 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:37,790 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:37,800 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,815 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:37,829 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,841 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,855 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,869 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,883 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,896 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,911 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,927 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,943 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:37,958 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 09:19:37,973 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 09:19:37,990 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,006 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,019 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,035 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,050 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,064 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 09:19:38,077 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 09:19:38,093 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 09:19:38,108 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:38,122 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 09:19:38,129 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 09:19:38,142 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:38,155 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:38,168 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 09:19:38,179 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,193 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,207 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,221 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,233 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,245 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,259 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,270 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,284 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,297 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,312 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,326 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,341 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,356 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,367 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,380 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,395 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,410 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,424 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,439 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,452 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,462 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,473 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,486 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,497 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,512 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,526 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:38,540 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,556 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,571 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,585 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:38,600 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,615 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,629 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,645 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,660 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,674 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,688 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,704 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:38,716 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:38,729 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 09:19:38,743 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 09:19:38,756 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 09:19:38,772 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 09:19:38,785 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 09:19:38,799 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,814 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,831 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,846 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,859 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,874 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,889 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:38,903 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:38,918 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:38,930 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:38,943 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:38,957 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 09:19:38,972 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 09:19:38,987 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 09:19:39,002 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 09:19:39,017 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 09:19:39,032 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 09:19:39,047 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 09:19:39,062 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,074 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,089 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,099 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,112 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,127 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 09:19:39,140 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:39,154 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:39,168 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 09:19:39,183 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,198 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,213 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,227 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,241 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,253 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,268 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,280 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,295 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,309 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,322 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,336 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,349 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,364 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,379 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,394 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:39,409 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 09:19:39,424 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,437 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,449 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,464 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,478 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,491 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,507 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,522 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,537 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,549 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,562 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,576 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,591 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,606 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,619 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,632 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,646 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,661 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,675 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,689 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 09:19:39,704 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,718 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,731 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,746 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,761 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:39,775 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,789 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,804 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:39,817 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,832 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,846 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 09:19:39,861 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:39,874 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 09:19:39,889 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:39,904 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:39,919 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 09:19:39,962 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:39,976 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:39,991 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,006 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,022 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,035 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,049 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,065 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,079 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,093 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,106 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:40,115 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,129 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:40,172 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:40,187 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:40,199 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,212 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,227 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,241 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,256 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,272 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:40,286 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:40,302 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:40,316 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:40,329 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 09:19:40,343 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,359 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:40,374 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,386 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,400 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,415 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 09:19:40,488 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,503 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,517 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:40,532 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:40,776 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:40,804 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 09:19:40,904 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,919 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,931 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,946 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,959 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,972 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:40,987 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:41,001 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:41,101 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:41,184 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:41,212 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:41,225 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 09:19:41,267 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:41,291 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 09:19:41,319 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 09:19:41,333 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:41,345 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 09:19:41,359 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 09:19:41,501 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 09:19:41,557 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 09:19:41,610 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,625 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,639 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,652 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,667 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 09:19:41,779 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 09:19:41,794 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,806 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,819 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,833 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,847 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,862 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,875 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,890 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,902 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 09:19:41,944 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 09:19:41,973 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:41,989 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 09:19:42,003 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:42,018 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 09:19:42,032 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 09:19:42,046 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 09:19:42,157 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.911, mIoU: 0.628
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2023-07-26 09:19:42,186 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.910, mIoU: 0.627
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2023-07-26 09:19:42,330 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:42,345 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:42,358 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-26 09:19:42,417 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:42,431 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:42,445 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.626
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2023-07-26 09:19:42,626 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,641 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,657 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,672 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,687 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,702 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,716 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,731 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,744 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:19:42,757 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,770 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,783 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,796 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,811 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,826 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,838 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,851 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:42,865 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.910, mIoU: 0.628
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2023-07-26 09:19:42,890 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,904 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,919 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,934 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,948 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,960 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,975 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:42,989 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,001 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,016 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,032 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,047 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,060 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,075 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,090 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,104 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,119 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,131 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,146 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,161 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,176 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,190 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,203 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,218 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,233 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,247 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,261 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,276 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,290 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,305 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,315 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,329 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,342 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 09:19:43,354 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,370 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:43,385 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,398 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,410 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,423 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,437 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,452 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:43,466 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,481 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,496 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,509 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,523 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,539 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,552 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,567 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,582 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,596 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,611 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,622 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,637 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,651 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,665 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,679 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,691 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,704 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,718 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:43,732 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,745 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,758 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-26 09:19:43,798 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,812 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,825 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,840 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,856 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,872 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,886 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,901 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,909 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,924 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:43,936 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,949 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,964 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,979 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 09:19:43,993 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,008 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,023 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,038 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,053 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,066 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,081 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,098 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,112 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,128 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,143 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,160 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,173 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,187 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,203 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,218 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,231 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,243 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,257 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,271 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,285 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 09:19:44,299 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,313 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,327 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,341 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,353 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,367 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,379 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,393 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,407 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,421 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,435 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,448 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,463 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,478 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,493 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,508 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,523 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,538 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,553 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,566 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,580 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,593 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,608 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,623 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,638 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,653 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,667 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 09:19:44,680 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,690 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,704 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,716 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,730 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,744 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,758 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,772 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 09:19:44,783 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,792 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,807 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,821 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 09:19:44,836 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,848 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,862 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,877 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,890 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,904 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,919 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,932 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,946 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 09:19:44,959 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:44,973 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:44,988 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,002 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,014 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,029 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,043 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,057 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,073 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,087 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,101 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,116 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 09:19:45,133 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 09:20:01,785 semantic_segmentation INFO: Iters: 95210/150000 || Lr: 0.008080 || Task Loss: 0.5433 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:32:44 || Estimated Time: 1 day, 2:47:06
2023-07-26 09:20:18,130 semantic_segmentation INFO: Iters: 95220/150000 || Lr: 0.008078 || Task Loss: 0.3432 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:00 || Estimated Time: 1 day, 2:46:48
2023-07-26 09:20:34,569 semantic_segmentation INFO: Iters: 95230/150000 || Lr: 0.008077 || Task Loss: 0.3034 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:16 || Estimated Time: 1 day, 2:46:30
2023-07-26 09:20:51,198 semantic_segmentation INFO: Iters: 95240/150000 || Lr: 0.008076 || Task Loss: 0.6194 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:33 || Estimated Time: 1 day, 2:46:12
2023-07-26 09:21:07,764 semantic_segmentation INFO: Iters: 95250/150000 || Lr: 0.008074 || Task Loss: 0.4430 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:50 || Estimated Time: 1 day, 2:45:53
2023-07-26 09:21:24,317 semantic_segmentation INFO: Iters: 95260/150000 || Lr: 0.008073 || Task Loss: 0.4813 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:06 || Estimated Time: 1 day, 2:45:35
2023-07-26 09:21:40,710 semantic_segmentation INFO: Iters: 95270/150000 || Lr: 0.008072 || Task Loss: 0.5281 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:22 || Estimated Time: 1 day, 2:45:17
2023-07-26 09:21:57,285 semantic_segmentation INFO: Iters: 95280/150000 || Lr: 0.008070 || Task Loss: 0.3850 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:39 || Estimated Time: 1 day, 2:44:59
2023-07-26 09:22:13,742 semantic_segmentation INFO: Iters: 95290/150000 || Lr: 0.008069 || Task Loss: 0.4556 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:56 || Estimated Time: 1 day, 2:44:41
2023-07-26 09:22:30,259 semantic_segmentation INFO: Iters: 95300/150000 || Lr: 0.008068 || Task Loss: 0.4358 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:35:12 || Estimated Time: 1 day, 2:44:22
2023-07-26 09:22:46,857 semantic_segmentation INFO: Iters: 95310/150000 || Lr: 0.008066 || Task Loss: 0.6068 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:35:29 || Estimated Time: 1 day, 2:44:04
2023-07-26 09:23:03,285 semantic_segmentation INFO: Iters: 95320/150000 || Lr: 0.008065 || Task Loss: 0.5491 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:35:45 || Estimated Time: 1 day, 2:43:46
2023-07-26 09:23:19,926 semantic_segmentation INFO: Iters: 95330/150000 || Lr: 0.008064 || Task Loss: 0.3360 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:02 || Estimated Time: 1 day, 2:43:28
2023-07-26 09:23:36,493 semantic_segmentation INFO: Iters: 95340/150000 || Lr: 0.008062 || Task Loss: 0.4367 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:18 || Estimated Time: 1 day, 2:43:10
2023-07-26 09:23:53,419 semantic_segmentation INFO: Iters: 95350/150000 || Lr: 0.008061 || Task Loss: 0.6014 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:35 || Estimated Time: 1 day, 2:42:52
2023-07-26 09:24:10,231 semantic_segmentation INFO: Iters: 95360/150000 || Lr: 0.008060 || Task Loss: 0.5297 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:52 || Estimated Time: 1 day, 2:42:34
2023-07-26 09:24:26,794 semantic_segmentation INFO: Iters: 95370/150000 || Lr: 0.008058 || Task Loss: 0.5273 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:09 || Estimated Time: 1 day, 2:42:15
2023-07-26 09:24:43,389 semantic_segmentation INFO: Iters: 95380/150000 || Lr: 0.008057 || Task Loss: 0.4662 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:25 || Estimated Time: 1 day, 2:41:57
2023-07-26 09:24:59,961 semantic_segmentation INFO: Iters: 95390/150000 || Lr: 0.008056 || Task Loss: 0.3925 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:42 || Estimated Time: 1 day, 2:41:39
2023-07-26 09:25:16,360 semantic_segmentation INFO: Iters: 95400/150000 || Lr: 0.008054 || Task Loss: 0.4811 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:58 || Estimated Time: 1 day, 2:41:21
2023-07-26 09:25:33,012 semantic_segmentation INFO: Iters: 95410/150000 || Lr: 0.008053 || Task Loss: 0.5286 || KD Loss: 0.1979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:15 || Estimated Time: 1 day, 2:41:03
2023-07-26 09:25:49,488 semantic_segmentation INFO: Iters: 95420/150000 || Lr: 0.008052 || Task Loss: 0.3415 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:31 || Estimated Time: 1 day, 2:40:44
2023-07-26 09:26:06,108 semantic_segmentation INFO: Iters: 95430/150000 || Lr: 0.008050 || Task Loss: 0.3791 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:48 || Estimated Time: 1 day, 2:40:26
2023-07-26 09:26:22,517 semantic_segmentation INFO: Iters: 95440/150000 || Lr: 0.008049 || Task Loss: 0.5427 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:04 || Estimated Time: 1 day, 2:40:08
2023-07-26 09:26:39,053 semantic_segmentation INFO: Iters: 95450/150000 || Lr: 0.008048 || Task Loss: 0.4611 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:21 || Estimated Time: 1 day, 2:39:50
2023-07-26 09:26:55,564 semantic_segmentation INFO: Iters: 95460/150000 || Lr: 0.008046 || Task Loss: 0.5638 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:37 || Estimated Time: 1 day, 2:39:31
2023-07-26 09:27:12,052 semantic_segmentation INFO: Iters: 95470/150000 || Lr: 0.008045 || Task Loss: 0.3649 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:54 || Estimated Time: 1 day, 2:39:13
2023-07-26 09:27:28,554 semantic_segmentation INFO: Iters: 95480/150000 || Lr: 0.008044 || Task Loss: 0.4999 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:10 || Estimated Time: 1 day, 2:38:55
2023-07-26 09:27:44,996 semantic_segmentation INFO: Iters: 95490/150000 || Lr: 0.008042 || Task Loss: 0.4060 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:27 || Estimated Time: 1 day, 2:38:37
2023-07-26 09:28:01,439 semantic_segmentation INFO: Iters: 95500/150000 || Lr: 0.008041 || Task Loss: 0.5062 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:43 || Estimated Time: 1 day, 2:38:19
2023-07-26 09:28:18,034 semantic_segmentation INFO: Iters: 95510/150000 || Lr: 0.008040 || Task Loss: 0.4411 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:00 || Estimated Time: 1 day, 2:38:00
2023-07-26 09:28:34,608 semantic_segmentation INFO: Iters: 95520/150000 || Lr: 0.008038 || Task Loss: 0.3723 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:16 || Estimated Time: 1 day, 2:37:42
2023-07-26 09:28:51,072 semantic_segmentation INFO: Iters: 95530/150000 || Lr: 0.008037 || Task Loss: 0.4158 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:33 || Estimated Time: 1 day, 2:37:24
2023-07-26 09:29:07,575 semantic_segmentation INFO: Iters: 95540/150000 || Lr: 0.008036 || Task Loss: 0.3330 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:49 || Estimated Time: 1 day, 2:37:06
2023-07-26 09:29:24,179 semantic_segmentation INFO: Iters: 95550/150000 || Lr: 0.008034 || Task Loss: 0.4692 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:06 || Estimated Time: 1 day, 2:36:48
2023-07-26 09:29:40,617 semantic_segmentation INFO: Iters: 95560/150000 || Lr: 0.008033 || Task Loss: 0.4750 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:22 || Estimated Time: 1 day, 2:36:29
2023-07-26 09:29:57,162 semantic_segmentation INFO: Iters: 95570/150000 || Lr: 0.008032 || Task Loss: 0.3979 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:39 || Estimated Time: 1 day, 2:36:11
2023-07-26 09:30:13,741 semantic_segmentation INFO: Iters: 95580/150000 || Lr: 0.008030 || Task Loss: 0.5071 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:56 || Estimated Time: 1 day, 2:35:53
2023-07-26 09:30:30,219 semantic_segmentation INFO: Iters: 95590/150000 || Lr: 0.008029 || Task Loss: 0.3397 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:12 || Estimated Time: 1 day, 2:35:35
2023-07-26 09:30:46,731 semantic_segmentation INFO: Iters: 95600/150000 || Lr: 0.008028 || Task Loss: 0.3785 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:29 || Estimated Time: 1 day, 2:35:16
2023-07-26 09:31:03,302 semantic_segmentation INFO: Iters: 95610/150000 || Lr: 0.008026 || Task Loss: 0.5653 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:45 || Estimated Time: 1 day, 2:34:58
2023-07-26 09:31:19,716 semantic_segmentation INFO: Iters: 95620/150000 || Lr: 0.008025 || Task Loss: 0.4409 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:01 || Estimated Time: 1 day, 2:34:40
2023-07-26 09:31:36,285 semantic_segmentation INFO: Iters: 95630/150000 || Lr: 0.008024 || Task Loss: 0.3544 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:18 || Estimated Time: 1 day, 2:34:22
2023-07-26 09:31:52,825 semantic_segmentation INFO: Iters: 95640/150000 || Lr: 0.008022 || Task Loss: 0.5091 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:35 || Estimated Time: 1 day, 2:34:04
2023-07-26 09:32:09,269 semantic_segmentation INFO: Iters: 95650/150000 || Lr: 0.008021 || Task Loss: 0.5482 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:51 || Estimated Time: 1 day, 2:33:45
2023-07-26 09:32:25,855 semantic_segmentation INFO: Iters: 95660/150000 || Lr: 0.008020 || Task Loss: 0.4523 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:08 || Estimated Time: 1 day, 2:33:27
2023-07-26 09:32:42,275 semantic_segmentation INFO: Iters: 95670/150000 || Lr: 0.008018 || Task Loss: 0.3305 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:24 || Estimated Time: 1 day, 2:33:09
2023-07-26 09:32:58,820 semantic_segmentation INFO: Iters: 95680/150000 || Lr: 0.008017 || Task Loss: 0.4842 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:41 || Estimated Time: 1 day, 2:32:51
2023-07-26 09:33:15,402 semantic_segmentation INFO: Iters: 95690/150000 || Lr: 0.008016 || Task Loss: 0.4502 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:57 || Estimated Time: 1 day, 2:32:33
2023-07-26 09:33:31,808 semantic_segmentation INFO: Iters: 95700/150000 || Lr: 0.008014 || Task Loss: 0.4402 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:14 || Estimated Time: 1 day, 2:32:14
2023-07-26 09:33:48,380 semantic_segmentation INFO: Iters: 95710/150000 || Lr: 0.008013 || Task Loss: 0.2780 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:30 || Estimated Time: 1 day, 2:31:56
2023-07-26 09:34:04,956 semantic_segmentation INFO: Iters: 95720/150000 || Lr: 0.008012 || Task Loss: 0.3798 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:47 || Estimated Time: 1 day, 2:31:38
2023-07-26 09:34:21,364 semantic_segmentation INFO: Iters: 95730/150000 || Lr: 0.008010 || Task Loss: 0.6582 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:03 || Estimated Time: 1 day, 2:31:20
2023-07-26 09:34:37,931 semantic_segmentation INFO: Iters: 95740/150000 || Lr: 0.008009 || Task Loss: 0.5076 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:20 || Estimated Time: 1 day, 2:31:02
2023-07-26 09:34:54,421 semantic_segmentation INFO: Iters: 95750/150000 || Lr: 0.008008 || Task Loss: 0.3705 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:36 || Estimated Time: 1 day, 2:30:43
2023-07-26 09:35:10,891 semantic_segmentation INFO: Iters: 95760/150000 || Lr: 0.008007 || Task Loss: 0.4267 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:53 || Estimated Time: 1 day, 2:30:25
2023-07-26 09:35:27,312 semantic_segmentation INFO: Iters: 95770/150000 || Lr: 0.008005 || Task Loss: 0.3784 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:09 || Estimated Time: 1 day, 2:30:07
2023-07-26 09:35:43,699 semantic_segmentation INFO: Iters: 95780/150000 || Lr: 0.008004 || Task Loss: 0.4682 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:25 || Estimated Time: 1 day, 2:29:49
2023-07-26 09:36:00,272 semantic_segmentation INFO: Iters: 95790/150000 || Lr: 0.008003 || Task Loss: 0.5296 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:42 || Estimated Time: 1 day, 2:29:30
2023-07-26 09:36:16,670 semantic_segmentation INFO: Iters: 95800/150000 || Lr: 0.008001 || Task Loss: 0.4243 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:58 || Estimated Time: 1 day, 2:29:12
2023-07-26 09:36:33,241 semantic_segmentation INFO: Iters: 95810/150000 || Lr: 0.008000 || Task Loss: 0.5594 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:15 || Estimated Time: 1 day, 2:28:54
2023-07-26 09:36:49,625 semantic_segmentation INFO: Iters: 95820/150000 || Lr: 0.007999 || Task Loss: 0.5075 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:31 || Estimated Time: 1 day, 2:28:36
2023-07-26 09:37:06,185 semantic_segmentation INFO: Iters: 95830/150000 || Lr: 0.007997 || Task Loss: 0.4756 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:48 || Estimated Time: 1 day, 2:28:18
2023-07-26 09:37:22,589 semantic_segmentation INFO: Iters: 95840/150000 || Lr: 0.007996 || Task Loss: 0.6288 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:04 || Estimated Time: 1 day, 2:27:59
2023-07-26 09:37:39,010 semantic_segmentation INFO: Iters: 95850/150000 || Lr: 0.007995 || Task Loss: 0.4443 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:21 || Estimated Time: 1 day, 2:27:41
2023-07-26 09:37:55,601 semantic_segmentation INFO: Iters: 95860/150000 || Lr: 0.007993 || Task Loss: 0.4496 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:37 || Estimated Time: 1 day, 2:27:23
2023-07-26 09:38:11,992 semantic_segmentation INFO: Iters: 95870/150000 || Lr: 0.007992 || Task Loss: 0.2769 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:54 || Estimated Time: 1 day, 2:27:05
2023-07-26 09:38:28,512 semantic_segmentation INFO: Iters: 95880/150000 || Lr: 0.007991 || Task Loss: 0.4676 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:10 || Estimated Time: 1 day, 2:26:46
2023-07-26 09:38:45,083 semantic_segmentation INFO: Iters: 95890/150000 || Lr: 0.007989 || Task Loss: 0.4417 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:27 || Estimated Time: 1 day, 2:26:28
2023-07-26 09:39:01,615 semantic_segmentation INFO: Iters: 95900/150000 || Lr: 0.007988 || Task Loss: 0.5350 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:43 || Estimated Time: 1 day, 2:26:10
2023-07-26 09:39:18,137 semantic_segmentation INFO: Iters: 95910/150000 || Lr: 0.007987 || Task Loss: 0.3881 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:00 || Estimated Time: 1 day, 2:25:52
2023-07-26 09:39:34,702 semantic_segmentation INFO: Iters: 95920/150000 || Lr: 0.007985 || Task Loss: 0.4878 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:16 || Estimated Time: 1 day, 2:25:34
2023-07-26 09:39:51,121 semantic_segmentation INFO: Iters: 95930/150000 || Lr: 0.007984 || Task Loss: 0.3083 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:33 || Estimated Time: 1 day, 2:25:15
2023-07-26 09:40:07,661 semantic_segmentation INFO: Iters: 95940/150000 || Lr: 0.007983 || Task Loss: 0.6183 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:49 || Estimated Time: 1 day, 2:24:57
2023-07-26 09:40:24,282 semantic_segmentation INFO: Iters: 95950/150000 || Lr: 0.007981 || Task Loss: 0.4515 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:06 || Estimated Time: 1 day, 2:24:39
2023-07-26 09:40:40,747 semantic_segmentation INFO: Iters: 95960/150000 || Lr: 0.007980 || Task Loss: 0.3785 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:23 || Estimated Time: 1 day, 2:24:21
2023-07-26 09:40:57,253 semantic_segmentation INFO: Iters: 95970/150000 || Lr: 0.007979 || Task Loss: 0.5403 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:39 || Estimated Time: 1 day, 2:24:03
2023-07-26 09:41:13,853 semantic_segmentation INFO: Iters: 95980/150000 || Lr: 0.007977 || Task Loss: 0.4607 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:56 || Estimated Time: 1 day, 2:23:45
2023-07-26 09:41:30,426 semantic_segmentation INFO: Iters: 95990/150000 || Lr: 0.007976 || Task Loss: 0.7037 || KD Loss: 0.2088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:12 || Estimated Time: 1 day, 2:23:26
2023-07-26 09:41:46,823 semantic_segmentation INFO: Iters: 96000/150000 || Lr: 0.007975 || Task Loss: 0.4181 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:29 || Estimated Time: 1 day, 2:23:08
2023-07-26 09:41:47,448 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 09:41:47,838 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-26 09:41:47,863 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.127
2023-07-26 09:41:47,875 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.945, mIoU: 0.136
2023-07-26 09:41:47,888 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.138
2023-07-26 09:41:47,901 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.197
2023-07-26 09:41:47,913 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.933, mIoU: 0.243
2023-07-26 09:41:47,926 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.935, mIoU: 0.283
2023-07-26 09:41:47,940 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.942, mIoU: 0.288
2023-07-26 09:41:47,952 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.938, mIoU: 0.322
2023-07-26 09:41:47,966 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.938, mIoU: 0.365
2023-07-26 09:41:47,979 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.921, mIoU: 0.365
2023-07-26 09:41:47,993 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.928, mIoU: 0.411
2023-07-26 09:41:48,005 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.891, mIoU: 0.351
2023-07-26 09:41:48,019 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.338
2023-07-26 09:41:48,032 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.893, mIoU: 0.329
2023-07-26 09:41:48,044 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.326
2023-07-26 09:41:48,054 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.897, mIoU: 0.325
2023-07-26 09:41:48,066 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.894, mIoU: 0.322
2023-07-26 09:41:48,080 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.895, mIoU: 0.322
2023-07-26 09:41:48,095 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.897, mIoU: 0.365
2023-07-26 09:41:48,109 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.902, mIoU: 0.372
2023-07-26 09:41:48,123 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.902, mIoU: 0.383
2023-07-26 09:41:48,137 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.900, mIoU: 0.405
2023-07-26 09:41:48,152 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.903, mIoU: 0.408
2023-07-26 09:41:48,167 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.904, mIoU: 0.408
2023-07-26 09:41:48,180 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.903, mIoU: 0.415
2023-07-26 09:41:48,193 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.904, mIoU: 0.417
2023-07-26 09:41:48,204 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.906, mIoU: 0.417
2023-07-26 09:41:48,218 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.901, mIoU: 0.407
2023-07-26 09:41:48,232 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.905, mIoU: 0.407
2023-07-26 09:41:48,244 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.907, mIoU: 0.411
2023-07-26 09:41:48,259 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.910, mIoU: 0.410
2023-07-26 09:41:48,272 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.912, mIoU: 0.420
2023-07-26 09:41:48,286 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.419
2023-07-26 09:41:48,300 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.898, mIoU: 0.433
2023-07-26 09:41:48,313 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.433
2023-07-26 09:41:48,325 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.435
2023-07-26 09:41:48,337 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.904, mIoU: 0.476
2023-07-26 09:41:48,353 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.899, mIoU: 0.463
2023-07-26 09:41:48,365 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.899, mIoU: 0.464
2023-07-26 09:41:48,377 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.900, mIoU: 0.490
2023-07-26 09:41:48,391 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.902, mIoU: 0.489
2023-07-26 09:41:48,405 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.484
2023-07-26 09:41:48,417 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.484
2023-07-26 09:41:48,431 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.492
2023-07-26 09:41:48,445 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.900, mIoU: 0.496
2023-07-26 09:41:48,457 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-26 09:41:48,469 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.902, mIoU: 0.502
2023-07-26 09:41:48,482 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.903, mIoU: 0.505
2023-07-26 09:41:48,497 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.505
2023-07-26 09:41:48,511 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.904, mIoU: 0.505
2023-07-26 09:41:48,526 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-26 09:41:48,539 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.502
2023-07-26 09:41:48,554 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-26 09:41:48,569 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.908, mIoU: 0.511
2023-07-26 09:41:48,581 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.510
2023-07-26 09:41:48,596 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.907, mIoU: 0.509
2023-07-26 09:41:48,612 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.909, mIoU: 0.508
2023-07-26 09:41:48,625 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.910, mIoU: 0.510
2023-07-26 09:41:48,640 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.546
2023-07-26 09:41:48,653 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.551
2023-07-26 09:41:48,667 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.548
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2023-07-26 09:41:48,697 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.553
2023-07-26 09:41:48,710 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.556
2023-07-26 09:41:48,725 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.555
2023-07-26 09:41:48,740 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.556
2023-07-26 09:41:48,754 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.601
2023-07-26 09:41:48,769 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.602
2023-07-26 09:41:48,784 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.599
2023-07-26 09:41:48,800 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:41:48,813 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 09:41:48,828 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 09:41:48,843 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.608
2023-07-26 09:41:48,858 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.611
2023-07-26 09:41:48,873 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.910, mIoU: 0.602
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2023-07-26 09:41:48,913 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.905, mIoU: 0.600
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2023-07-26 09:41:48,985 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 09:41:49,001 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 09:41:49,016 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.902, mIoU: 0.585
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2023-07-26 09:41:49,062 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.595
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2023-07-26 09:41:49,090 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 09:41:49,106 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 09:41:49,120 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 09:41:49,135 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 09:41:49,150 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 09:41:49,165 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 09:41:49,178 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 09:41:49,191 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 09:41:49,206 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 09:41:49,219 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 09:41:49,234 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 09:41:49,248 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 09:41:49,549 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 09:41:49,564 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-26 09:41:49,572 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-26 09:41:49,584 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-26 09:41:49,600 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.907, mIoU: 0.600
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2023-07-26 09:41:49,621 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 09:41:49,651 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 09:41:49,663 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-26 09:41:49,678 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.909, mIoU: 0.606
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2023-07-26 09:41:49,704 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-26 09:41:49,719 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.908, mIoU: 0.603
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2023-07-26 09:41:49,902 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:41:49,917 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:49,930 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:49,944 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:49,957 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-26 09:41:50,014 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-26 09:41:50,100 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.912, mIoU: 0.622
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2023-07-26 09:41:50,945 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 09:41:52,358 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 09:41:52,372 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.899, mIoU: 0.597
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2023-07-26 09:41:53,742 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-26 09:41:53,755 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 09:41:53,771 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 09:41:53,784 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 09:41:53,801 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 09:41:53,814 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 09:41:53,829 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 09:41:53,845 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:53,857 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:53,872 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:53,886 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:53,898 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:53,912 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:53,927 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 09:41:53,941 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 09:41:53,956 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 09:41:53,970 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:53,984 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 09:41:53,999 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-26 09:41:54,013 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 09:41:54,027 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 09:41:54,040 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 09:41:54,054 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 09:41:54,067 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 09:41:54,080 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-26 09:41:54,096 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 09:41:54,112 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:54,127 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 09:41:54,141 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 09:41:54,154 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 09:41:54,169 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 09:41:54,182 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 09:41:54,192 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 09:41:54,206 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 09:41:54,220 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 09:41:54,235 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 09:41:54,250 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-26 09:41:54,265 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 09:41:54,280 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 09:41:54,295 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 09:41:54,303 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 09:41:54,313 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-26 09:41:54,326 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 09:41:54,339 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 09:41:54,354 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-26 09:41:54,366 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-26 09:41:54,380 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:54,396 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:54,410 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 09:41:54,425 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:54,439 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 09:41:54,451 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 09:41:54,466 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 09:41:54,481 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 09:41:54,494 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 09:41:54,509 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 09:41:54,520 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 09:41:54,535 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 09:41:54,549 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-26 09:41:54,564 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 09:41:54,578 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 09:41:54,593 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 09:41:54,603 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 09:41:54,616 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 09:41:54,630 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 09:41:54,645 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 09:41:54,657 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 09:41:54,670 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 09:41:54,683 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 09:41:54,698 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 09:41:54,713 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 09:41:54,727 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 09:41:54,736 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 09:41:54,751 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 09:41:54,766 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 09:41:54,779 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 09:41:54,794 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 09:41:54,809 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 09:41:54,822 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 09:41:54,837 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 09:41:54,850 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 09:41:54,865 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:54,880 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.903, mIoU: 0.599
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2023-07-26 09:41:54,911 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:54,924 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:54,937 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:54,952 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 09:41:54,966 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 09:41:54,980 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 09:41:54,994 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 09:41:55,009 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:55,024 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:55,039 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 09:41:55,051 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 09:41:55,065 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 09:41:55,080 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:55,095 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 09:41:55,110 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 09:41:55,125 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 09:41:55,138 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 09:41:55,153 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 09:41:55,168 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 09:41:55,181 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:55,196 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 09:41:55,208 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,223 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:55,236 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 09:41:55,248 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 09:41:55,260 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 09:41:55,275 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,289 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,303 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,317 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,326 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,340 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,355 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,370 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,384 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,398 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,411 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,423 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,438 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,452 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,466 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,478 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,490 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,505 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,519 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,533 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,546 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,561 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,576 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,591 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:55,604 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,619 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,634 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,646 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,661 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,675 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:55,689 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:55,704 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:41:55,717 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:41:55,732 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:41:55,747 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:41:55,763 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:41:55,773 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 09:41:55,788 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,803 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:55,815 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,830 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,842 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,857 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,871 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,886 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 09:41:55,899 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 09:41:55,911 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 09:41:55,924 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 09:41:55,938 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 09:41:55,968 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 09:41:55,982 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.603
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2023-07-26 09:41:56,009 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 09:41:56,039 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.605
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2023-07-26 09:41:56,066 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 09:41:56,124 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.902, mIoU: 0.603
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2023-07-26 09:41:56,150 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.902, mIoU: 0.603
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2023-07-26 09:41:56,194 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,209 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 09:41:56,220 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 09:41:56,235 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 09:41:56,250 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.603
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2023-07-26 09:41:56,277 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,292 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,306 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,321 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,335 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 09:41:56,350 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:56,364 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 09:41:56,434 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 09:41:56,448 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,463 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,475 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 09:41:56,503 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,517 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,532 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:56,548 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:56,562 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:56,577 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 09:41:56,591 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,605 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 09:41:56,619 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,633 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,648 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 09:41:56,666 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 09:41:56,681 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:56,696 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,707 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:56,720 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:56,735 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:56,748 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:56,762 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:56,776 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:56,789 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:56,803 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 09:41:56,819 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:41:56,834 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:56,850 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,863 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:56,877 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,890 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:56,904 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:56,918 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:56,933 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:56,947 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:56,962 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 09:41:56,976 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:56,989 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,003 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,018 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 09:41:57,030 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 09:41:57,043 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,056 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,071 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,086 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,098 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,112 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 09:41:57,127 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,142 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,155 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,168 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,175 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 09:41:57,190 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 09:41:57,205 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 09:41:57,220 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 09:41:57,235 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,250 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,265 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,280 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,295 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,308 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,322 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,336 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,350 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 09:41:57,365 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 09:41:57,377 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 09:41:57,390 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 09:41:57,403 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 09:41:57,416 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 09:41:57,429 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 09:41:57,442 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 09:41:57,454 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 09:41:57,468 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,483 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,495 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,508 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,521 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,532 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,547 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 09:41:57,563 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,579 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,595 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,610 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,625 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,638 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 09:41:57,654 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 09:41:57,669 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,686 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,702 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,717 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 09:41:57,733 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 09:41:57,745 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 09:41:57,758 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 09:41:57,770 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,784 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,800 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,812 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,825 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,839 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 09:41:57,853 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,867 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 09:41:57,881 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,895 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,908 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:57,922 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,934 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,948 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,962 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,976 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:57,992 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,004 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,020 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,035 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,047 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,060 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,075 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,090 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,105 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,119 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 09:41:58,131 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,143 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,157 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,170 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 09:41:58,185 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 09:41:58,202 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 09:41:58,215 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 09:41:58,230 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,243 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,257 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,272 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,285 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,298 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,312 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,327 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,340 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,354 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,369 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,382 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,395 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:41:58,410 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,425 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,441 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,453 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,467 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,479 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,494 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,507 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,519 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,534 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,548 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,560 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,575 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,591 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:58,606 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,621 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,634 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,646 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,660 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,673 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,686 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,699 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,714 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,727 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,740 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:58,754 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:58,770 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:58,784 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:58,800 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,813 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,826 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,840 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,855 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,870 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,885 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,897 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:58,910 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,921 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:58,936 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,951 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,965 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,979 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:58,990 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,003 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,017 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,032 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:59,045 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:59,059 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:41:59,072 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,087 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,100 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,114 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,127 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,141 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:59,156 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:59,169 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:59,184 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:59,199 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,214 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,229 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:59,243 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,258 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,273 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,287 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:41:59,302 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,317 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,329 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,342 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,355 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,371 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,385 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,401 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,416 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:41:59,427 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,441 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,457 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,472 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,484 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,500 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,514 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,527 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,541 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,556 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,571 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:41:59,583 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,594 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,611 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,625 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,639 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,652 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,666 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:41:59,681 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:59,695 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:41:59,709 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:59,722 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:59,736 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,749 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,763 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:41:59,777 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:41:59,789 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,804 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,817 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,832 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,847 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,862 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,876 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,890 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:41:59,904 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,918 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,934 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,948 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,963 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,978 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:41:59,987 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,001 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,014 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,029 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,043 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,058 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,071 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,085 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,100 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,113 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,129 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,143 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,156 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,171 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,185 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:42:00,200 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,213 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,228 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,243 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:42:00,258 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:42:00,271 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:42:00,286 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 09:42:00,300 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 09:42:00,313 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 09:42:00,327 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,342 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,354 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,369 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:00,382 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:00,395 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:00,410 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:00,425 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:00,439 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,454 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,469 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,482 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,495 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,510 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,522 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,535 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:00,550 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:00,564 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,579 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,594 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:00,607 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:00,620 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:00,635 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:00,650 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:00,663 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,678 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,690 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,705 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,719 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,735 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,749 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,763 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:00,772 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:00,787 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:00,802 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:00,815 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:00,829 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,844 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,859 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:00,872 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,887 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,902 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,917 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 09:42:00,932 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 09:42:00,946 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 09:42:00,962 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 09:42:00,977 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 09:42:00,990 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 09:42:01,005 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 09:42:01,020 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 09:42:01,033 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 09:42:01,046 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:01,060 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:01,075 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:01,090 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:01,097 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:01,110 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:01,122 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 09:42:01,134 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 09:42:01,145 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 09:42:01,160 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,174 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,188 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,199 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,212 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,226 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,237 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,252 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,265 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:01,280 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:01,295 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,310 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,324 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,336 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,348 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,363 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,377 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,392 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,407 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,419 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,429 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,440 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,453 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,464 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,478 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,491 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,505 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 09:42:01,520 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,535 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,548 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,563 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,578 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,592 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,607 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,620 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,634 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,649 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:01,664 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:01,677 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:01,690 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:01,705 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:01,717 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:01,733 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:01,745 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,760 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,775 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:01,792 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 09:42:01,807 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 09:42:01,820 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 09:42:01,835 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 09:42:01,850 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,864 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,879 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,892 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,904 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,919 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:01,933 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:01,948 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:01,962 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 09:42:01,977 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 09:42:01,992 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 09:42:02,006 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,020 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,032 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,048 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:02,058 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,071 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,086 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,097 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,112 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 09:42:02,127 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,142 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,157 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,172 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,186 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:02,201 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,213 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 09:42:02,228 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,240 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,255 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,269 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,282 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,296 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,309 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,324 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,339 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,354 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,368 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,383 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,395 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,408 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 09:42:02,423 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,435 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,448 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,464 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,479 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,494 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,506 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,519 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,534 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,550 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,565 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,577 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,590 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,604 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,619 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,633 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,648 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,663 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,678 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 09:42:02,692 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 09:42:02,707 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 09:42:02,722 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 09:42:02,737 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,751 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 09:42:02,766 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,779 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,794 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,809 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,824 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,837 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 09:42:02,851 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 09:42:02,865 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,881 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,893 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,908 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,922 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,936 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,951 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,965 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,979 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:02,992 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,006 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,021 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,034 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,048 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,060 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,068 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,083 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,099 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,111 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:03,127 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,142 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,155 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 09:42:03,168 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,183 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,198 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,212 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,229 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,243 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,260 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,274 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,287 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,301 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,315 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,329 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,341 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:03,353 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,367 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,381 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,395 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,409 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,421 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,435 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,448 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,461 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,475 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,490 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,504 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,518 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,530 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,544 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,559 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,573 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,587 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,599 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,614 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,626 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,638 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,650 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,664 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,678 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,692 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,707 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,717 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,730 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,745 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,761 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,773 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,788 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,803 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,818 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,831 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,845 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,859 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,872 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,887 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,899 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,912 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,927 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,941 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:03,956 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,971 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,983 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:03,998 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,012 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,024 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:04,038 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,053 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,067 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,082 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,094 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,106 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,121 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,135 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:04,149 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,162 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,176 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:04,193 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:04,207 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 09:42:04,232 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 09:42:04,262 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:04,276 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:04,289 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:04,304 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,317 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,330 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 09:42:04,430 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,445 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 09:42:04,471 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 09:42:04,500 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-26 09:42:04,528 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 09:42:04,554 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,570 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,585 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,597 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,613 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,629 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:04,644 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,655 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,670 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:04,685 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,695 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:04,710 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:04,724 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:04,738 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,751 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,763 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,777 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,791 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,805 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,817 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,832 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,844 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,856 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,870 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:04,884 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,898 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,913 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,929 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,941 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,956 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,971 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:04,985 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,000 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,013 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,026 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,041 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,056 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,071 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,084 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,097 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,111 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,126 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,139 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,151 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,166 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,180 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,195 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,209 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,224 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,239 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,251 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,265 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,279 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,292 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,306 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,321 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,336 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,351 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,365 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 09:42:05,380 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,395 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,409 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,424 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,439 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,454 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,468 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,483 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 09:42:05,498 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,511 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,523 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,537 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,552 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,565 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,579 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,594 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,608 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,622 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,636 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,650 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,664 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,677 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,689 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,701 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,714 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,726 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,741 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,755 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,768 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,780 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,795 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,806 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 09:42:05,819 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,833 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,848 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,863 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,877 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,890 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,904 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:05,918 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,931 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,946 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,961 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,976 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:05,989 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,003 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,019 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,033 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,048 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,060 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,075 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,090 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,104 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,119 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,132 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,146 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,161 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,175 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,190 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,204 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,219 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,234 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,244 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,258 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,271 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,283 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,300 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,314 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,328 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,340 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,352 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,366 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,380 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,394 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,408 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,422 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,435 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,449 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,464 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:06,477 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:06,491 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,505 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,518 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,532 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,543 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,558 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,573 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,587 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,602 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,615 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,628 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,642 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:06,656 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,670 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,683 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,695 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,710 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,725 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,739 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,752 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,766 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,782 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,797 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,811 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,826 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,833 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 09:42:06,860 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 09:42:06,886 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,901 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 09:42:06,914 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,929 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,943 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:06,958 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 09:42:07,001 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 09:42:07,078 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,091 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,105 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,120 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,135 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,148 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,160 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,174 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,188 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,202 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,216 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 09:42:07,231 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 09:42:07,271 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,285 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,298 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,312 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,326 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,340 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:07,354 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:07,366 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:07,381 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,395 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,410 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,424 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,438 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,453 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,467 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,479 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,493 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,506 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,520 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,534 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 09:42:07,548 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:07,564 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,578 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,592 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,602 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,617 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,630 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,645 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,660 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,674 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,689 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,701 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,710 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,727 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,742 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,756 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,770 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,784 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,798 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,810 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,825 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,839 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,852 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,866 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 09:42:07,878 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,892 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 09:42:07,905 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,919 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,931 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,946 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,960 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:07,974 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:07,990 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:08,003 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:08,017 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 09:42:08,032 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 09:42:08,049 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 09:42:24,430 semantic_segmentation INFO: Iters: 96010/150000 || Lr: 0.007973 || Task Loss: 0.4282 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:06 || Estimated Time: 1 day, 2:23:02
2023-07-26 09:42:40,880 semantic_segmentation INFO: Iters: 96020/150000 || Lr: 0.007972 || Task Loss: 0.3304 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:23 || Estimated Time: 1 day, 2:22:44
2023-07-26 09:42:57,262 semantic_segmentation INFO: Iters: 96030/150000 || Lr: 0.007971 || Task Loss: 0.4389 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:39 || Estimated Time: 1 day, 2:22:25
2023-07-26 09:43:13,662 semantic_segmentation INFO: Iters: 96040/150000 || Lr: 0.007969 || Task Loss: 0.5734 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:55 || Estimated Time: 1 day, 2:22:07
2023-07-26 09:43:30,241 semantic_segmentation INFO: Iters: 96050/150000 || Lr: 0.007968 || Task Loss: 0.3946 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:12 || Estimated Time: 1 day, 2:21:49
2023-07-26 09:43:46,824 semantic_segmentation INFO: Iters: 96060/150000 || Lr: 0.007967 || Task Loss: 0.5188 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:29 || Estimated Time: 1 day, 2:21:31
2023-07-26 09:44:03,418 semantic_segmentation INFO: Iters: 96070/150000 || Lr: 0.007965 || Task Loss: 0.5996 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:45 || Estimated Time: 1 day, 2:21:13
2023-07-26 09:44:19,912 semantic_segmentation INFO: Iters: 96080/150000 || Lr: 0.007964 || Task Loss: 0.5497 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:02 || Estimated Time: 1 day, 2:20:54
2023-07-26 09:44:36,504 semantic_segmentation INFO: Iters: 96090/150000 || Lr: 0.007963 || Task Loss: 0.4003 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:18 || Estimated Time: 1 day, 2:20:36
2023-07-26 09:44:52,986 semantic_segmentation INFO: Iters: 96100/150000 || Lr: 0.007961 || Task Loss: 0.3786 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:35 || Estimated Time: 1 day, 2:20:18
2023-07-26 09:45:09,566 semantic_segmentation INFO: Iters: 96110/150000 || Lr: 0.007960 || Task Loss: 0.6297 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:51 || Estimated Time: 1 day, 2:20:00
2023-07-26 09:45:26,151 semantic_segmentation INFO: Iters: 96120/150000 || Lr: 0.007959 || Task Loss: 0.2743 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:58:08 || Estimated Time: 1 day, 2:19:42
2023-07-26 09:45:42,544 semantic_segmentation INFO: Iters: 96130/150000 || Lr: 0.007957 || Task Loss: 0.6009 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:58:24 || Estimated Time: 1 day, 2:19:23
2023-07-26 09:45:59,137 semantic_segmentation INFO: Iters: 96140/150000 || Lr: 0.007956 || Task Loss: 0.3585 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:58:41 || Estimated Time: 1 day, 2:19:05
2023-07-26 09:46:15,719 semantic_segmentation INFO: Iters: 96150/150000 || Lr: 0.007955 || Task Loss: 0.4722 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:58:58 || Estimated Time: 1 day, 2:18:47
2023-07-26 09:46:32,275 semantic_segmentation INFO: Iters: 96160/150000 || Lr: 0.007953 || Task Loss: 0.6081 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:14 || Estimated Time: 1 day, 2:18:29
2023-07-26 09:46:48,687 semantic_segmentation INFO: Iters: 96170/150000 || Lr: 0.007952 || Task Loss: 0.5270 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:30 || Estimated Time: 1 day, 2:18:11
2023-07-26 09:47:05,303 semantic_segmentation INFO: Iters: 96180/150000 || Lr: 0.007951 || Task Loss: 0.6020 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:47 || Estimated Time: 1 day, 2:17:52
2023-07-26 09:47:21,920 semantic_segmentation INFO: Iters: 96190/150000 || Lr: 0.007949 || Task Loss: 0.4876 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:04 || Estimated Time: 1 day, 2:17:34
2023-07-26 09:47:38,450 semantic_segmentation INFO: Iters: 96200/150000 || Lr: 0.007948 || Task Loss: 0.6576 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:20 || Estimated Time: 1 day, 2:17:16
2023-07-26 09:47:54,879 semantic_segmentation INFO: Iters: 96210/150000 || Lr: 0.007947 || Task Loss: 0.4426 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:37 || Estimated Time: 1 day, 2:16:58
2023-07-26 09:48:11,428 semantic_segmentation INFO: Iters: 96220/150000 || Lr: 0.007945 || Task Loss: 0.4715 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:53 || Estimated Time: 1 day, 2:16:40
2023-07-26 09:48:28,024 semantic_segmentation INFO: Iters: 96230/150000 || Lr: 0.007944 || Task Loss: 0.4831 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:10 || Estimated Time: 1 day, 2:16:22
2023-07-26 09:48:44,520 semantic_segmentation INFO: Iters: 96240/150000 || Lr: 0.007943 || Task Loss: 0.5841 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:26 || Estimated Time: 1 day, 2:16:03
2023-07-26 09:49:01,127 semantic_segmentation INFO: Iters: 96250/150000 || Lr: 0.007941 || Task Loss: 0.3908 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:43 || Estimated Time: 1 day, 2:15:45
2023-07-26 09:49:17,599 semantic_segmentation INFO: Iters: 96260/150000 || Lr: 0.007940 || Task Loss: 0.5632 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:59 || Estimated Time: 1 day, 2:15:27
2023-07-26 09:49:34,222 semantic_segmentation INFO: Iters: 96270/150000 || Lr: 0.007939 || Task Loss: 0.4449 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:16 || Estimated Time: 1 day, 2:15:09
2023-07-26 09:49:50,827 semantic_segmentation INFO: Iters: 96280/150000 || Lr: 0.007937 || Task Loss: 0.6193 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:33 || Estimated Time: 1 day, 2:14:51
2023-07-26 09:50:07,357 semantic_segmentation INFO: Iters: 96290/150000 || Lr: 0.007936 || Task Loss: 0.6506 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:49 || Estimated Time: 1 day, 2:14:33
2023-07-26 09:50:23,748 semantic_segmentation INFO: Iters: 96300/150000 || Lr: 0.007935 || Task Loss: 0.3876 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:06 || Estimated Time: 1 day, 2:14:14
2023-07-26 09:50:40,330 semantic_segmentation INFO: Iters: 96310/150000 || Lr: 0.007933 || Task Loss: 0.4638 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:22 || Estimated Time: 1 day, 2:13:56
2023-07-26 09:50:56,863 semantic_segmentation INFO: Iters: 96320/150000 || Lr: 0.007932 || Task Loss: 0.5972 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:39 || Estimated Time: 1 day, 2:13:38
2023-07-26 09:51:13,312 semantic_segmentation INFO: Iters: 96330/150000 || Lr: 0.007931 || Task Loss: 0.4458 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:55 || Estimated Time: 1 day, 2:13:20
2023-07-26 09:51:29,863 semantic_segmentation INFO: Iters: 96340/150000 || Lr: 0.007929 || Task Loss: 0.4020 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:12 || Estimated Time: 1 day, 2:13:02
2023-07-26 09:51:46,290 semantic_segmentation INFO: Iters: 96350/150000 || Lr: 0.007928 || Task Loss: 0.6915 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:28 || Estimated Time: 1 day, 2:12:43
2023-07-26 09:52:02,794 semantic_segmentation INFO: Iters: 96360/150000 || Lr: 0.007927 || Task Loss: 0.6446 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:45 || Estimated Time: 1 day, 2:12:25
2023-07-26 09:52:19,260 semantic_segmentation INFO: Iters: 96370/150000 || Lr: 0.007925 || Task Loss: 0.3190 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:01 || Estimated Time: 1 day, 2:12:07
2023-07-26 09:52:35,848 semantic_segmentation INFO: Iters: 96380/150000 || Lr: 0.007924 || Task Loss: 0.4138 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:18 || Estimated Time: 1 day, 2:11:49
2023-07-26 09:52:52,220 semantic_segmentation INFO: Iters: 96390/150000 || Lr: 0.007923 || Task Loss: 0.4818 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:34 || Estimated Time: 1 day, 2:11:31
2023-07-26 09:53:08,642 semantic_segmentation INFO: Iters: 96400/150000 || Lr: 0.007921 || Task Loss: 0.5416 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:50 || Estimated Time: 1 day, 2:11:12
2023-07-26 09:53:25,176 semantic_segmentation INFO: Iters: 96410/150000 || Lr: 0.007920 || Task Loss: 0.3434 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:07 || Estimated Time: 1 day, 2:10:54
2023-07-26 09:53:41,594 semantic_segmentation INFO: Iters: 96420/150000 || Lr: 0.007919 || Task Loss: 0.4267 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:23 || Estimated Time: 1 day, 2:10:36
2023-07-26 09:53:58,120 semantic_segmentation INFO: Iters: 96430/150000 || Lr: 0.007917 || Task Loss: 0.5444 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:40 || Estimated Time: 1 day, 2:10:18
2023-07-26 09:54:14,541 semantic_segmentation INFO: Iters: 96440/150000 || Lr: 0.007916 || Task Loss: 0.3342 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:56 || Estimated Time: 1 day, 2:09:59
2023-07-26 09:54:30,954 semantic_segmentation INFO: Iters: 96450/150000 || Lr: 0.007915 || Task Loss: 0.3476 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:13 || Estimated Time: 1 day, 2:09:41
2023-07-26 09:54:47,523 semantic_segmentation INFO: Iters: 96460/150000 || Lr: 0.007913 || Task Loss: 0.5900 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:29 || Estimated Time: 1 day, 2:09:23
2023-07-26 09:55:04,112 semantic_segmentation INFO: Iters: 96470/150000 || Lr: 0.007912 || Task Loss: 0.4908 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:46 || Estimated Time: 1 day, 2:09:05
2023-07-26 09:55:20,691 semantic_segmentation INFO: Iters: 96480/150000 || Lr: 0.007911 || Task Loss: 0.4945 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:02 || Estimated Time: 1 day, 2:08:47
2023-07-26 09:55:37,088 semantic_segmentation INFO: Iters: 96490/150000 || Lr: 0.007909 || Task Loss: 0.3222 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:19 || Estimated Time: 1 day, 2:08:29
2023-07-26 09:55:53,991 semantic_segmentation INFO: Iters: 96500/150000 || Lr: 0.007908 || Task Loss: 0.4945 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:36 || Estimated Time: 1 day, 2:08:11
2023-07-26 09:56:10,477 semantic_segmentation INFO: Iters: 96510/150000 || Lr: 0.007907 || Task Loss: 0.4031 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:52 || Estimated Time: 1 day, 2:07:52
2023-07-26 09:56:26,989 semantic_segmentation INFO: Iters: 96520/150000 || Lr: 0.007905 || Task Loss: 0.4186 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:09 || Estimated Time: 1 day, 2:07:34
2023-07-26 09:56:43,457 semantic_segmentation INFO: Iters: 96530/150000 || Lr: 0.007904 || Task Loss: 0.3686 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:25 || Estimated Time: 1 day, 2:07:16
2023-07-26 09:56:59,987 semantic_segmentation INFO: Iters: 96540/150000 || Lr: 0.007903 || Task Loss: 0.5860 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:42 || Estimated Time: 1 day, 2:06:58
2023-07-26 09:57:16,411 semantic_segmentation INFO: Iters: 96550/150000 || Lr: 0.007901 || Task Loss: 0.4282 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:58 || Estimated Time: 1 day, 2:06:40
2023-07-26 09:57:32,988 semantic_segmentation INFO: Iters: 96560/150000 || Lr: 0.007900 || Task Loss: 0.4158 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:15 || Estimated Time: 1 day, 2:06:21
2023-07-26 09:57:49,614 semantic_segmentation INFO: Iters: 96570/150000 || Lr: 0.007899 || Task Loss: 0.5420 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:31 || Estimated Time: 1 day, 2:06:03
2023-07-26 09:58:06,189 semantic_segmentation INFO: Iters: 96580/150000 || Lr: 0.007897 || Task Loss: 0.4803 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:48 || Estimated Time: 1 day, 2:05:45
2023-07-26 09:58:22,771 semantic_segmentation INFO: Iters: 96590/150000 || Lr: 0.007896 || Task Loss: 0.5549 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:05 || Estimated Time: 1 day, 2:05:27
2023-07-26 09:58:39,367 semantic_segmentation INFO: Iters: 96600/150000 || Lr: 0.007895 || Task Loss: 0.6583 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:21 || Estimated Time: 1 day, 2:05:09
2023-07-26 09:58:55,953 semantic_segmentation INFO: Iters: 96610/150000 || Lr: 0.007893 || Task Loss: 0.3815 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:38 || Estimated Time: 1 day, 2:04:51
2023-07-26 09:59:12,545 semantic_segmentation INFO: Iters: 96620/150000 || Lr: 0.007892 || Task Loss: 0.4115 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:54 || Estimated Time: 1 day, 2:04:33
2023-07-26 09:59:29,299 semantic_segmentation INFO: Iters: 96630/150000 || Lr: 0.007891 || Task Loss: 0.4748 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:11 || Estimated Time: 1 day, 2:04:15
2023-07-26 09:59:45,796 semantic_segmentation INFO: Iters: 96640/150000 || Lr: 0.007889 || Task Loss: 0.4535 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:28 || Estimated Time: 1 day, 2:03:56
2023-07-26 10:00:02,441 semantic_segmentation INFO: Iters: 96650/150000 || Lr: 0.007888 || Task Loss: 0.5143 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:44 || Estimated Time: 1 day, 2:03:38
2023-07-26 10:00:19,104 semantic_segmentation INFO: Iters: 96660/150000 || Lr: 0.007887 || Task Loss: 0.5994 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:01 || Estimated Time: 1 day, 2:03:20
2023-07-26 10:00:35,700 semantic_segmentation INFO: Iters: 96670/150000 || Lr: 0.007886 || Task Loss: 0.5283 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:17 || Estimated Time: 1 day, 2:03:02
2023-07-26 10:00:52,488 semantic_segmentation INFO: Iters: 96680/150000 || Lr: 0.007884 || Task Loss: 0.4691 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:34 || Estimated Time: 1 day, 2:02:44
2023-07-26 10:01:09,079 semantic_segmentation INFO: Iters: 96690/150000 || Lr: 0.007883 || Task Loss: 0.3872 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:51 || Estimated Time: 1 day, 2:02:26
2023-07-26 10:01:25,923 semantic_segmentation INFO: Iters: 96700/150000 || Lr: 0.007882 || Task Loss: 0.5401 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:08 || Estimated Time: 1 day, 2:02:08
2023-07-26 10:01:42,803 semantic_segmentation INFO: Iters: 96710/150000 || Lr: 0.007880 || Task Loss: 0.2999 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:25 || Estimated Time: 1 day, 2:01:50
2023-07-26 10:01:59,662 semantic_segmentation INFO: Iters: 96720/150000 || Lr: 0.007879 || Task Loss: 0.4033 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:41 || Estimated Time: 1 day, 2:01:32
2023-07-26 10:02:16,572 semantic_segmentation INFO: Iters: 96730/150000 || Lr: 0.007878 || Task Loss: 0.4159 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:58 || Estimated Time: 1 day, 2:01:14
2023-07-26 10:02:33,440 semantic_segmentation INFO: Iters: 96740/150000 || Lr: 0.007876 || Task Loss: 0.4127 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:15 || Estimated Time: 1 day, 2:00:56
2023-07-26 10:02:50,314 semantic_segmentation INFO: Iters: 96750/150000 || Lr: 0.007875 || Task Loss: 0.5404 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:32 || Estimated Time: 1 day, 2:00:38
2023-07-26 10:03:07,213 semantic_segmentation INFO: Iters: 96760/150000 || Lr: 0.007874 || Task Loss: 0.4893 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:49 || Estimated Time: 1 day, 2:00:20
2023-07-26 10:03:24,145 semantic_segmentation INFO: Iters: 96770/150000 || Lr: 0.007872 || Task Loss: 0.5121 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:06 || Estimated Time: 1 day, 2:00:02
2023-07-26 10:03:41,152 semantic_segmentation INFO: Iters: 96780/150000 || Lr: 0.007871 || Task Loss: 0.3510 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:23 || Estimated Time: 1 day, 1:59:44
2023-07-26 10:03:58,031 semantic_segmentation INFO: Iters: 96790/150000 || Lr: 0.007870 || Task Loss: 0.5202 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:40 || Estimated Time: 1 day, 1:59:26
2023-07-26 10:04:14,835 semantic_segmentation INFO: Iters: 96800/150000 || Lr: 0.007868 || Task Loss: 0.3479 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:57 || Estimated Time: 1 day, 1:59:08
2023-07-26 10:04:14,959 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:04:15,351 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.090
2023-07-26 10:04:15,364 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.129
2023-07-26 10:04:15,383 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.165
2023-07-26 10:04:15,396 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.168
2023-07-26 10:04:15,409 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.238
2023-07-26 10:04:15,421 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.285
2023-07-26 10:04:15,434 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.316
2023-07-26 10:04:15,448 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.321
2023-07-26 10:04:15,460 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.333
2023-07-26 10:04:15,473 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.375
2023-07-26 10:04:15,487 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.929, mIoU: 0.377
2023-07-26 10:04:15,501 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.395
2023-07-26 10:04:15,513 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.407
2023-07-26 10:04:15,527 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.380
2023-07-26 10:04:15,542 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.375
2023-07-26 10:04:15,554 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.370
2023-07-26 10:04:15,565 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.369
2023-07-26 10:04:15,577 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.368
2023-07-26 10:04:15,591 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.919, mIoU: 0.368
2023-07-26 10:04:15,606 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.919, mIoU: 0.412
2023-07-26 10:04:15,620 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.923, mIoU: 0.413
2023-07-26 10:04:15,635 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.419
2023-07-26 10:04:15,649 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.919, mIoU: 0.448
2023-07-26 10:04:15,664 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.917, mIoU: 0.451
2023-07-26 10:04:15,679 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.462
2023-07-26 10:04:15,692 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.466
2023-07-26 10:04:15,707 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.467
2023-07-26 10:04:15,719 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.466
2023-07-26 10:04:15,734 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.454
2023-07-26 10:04:15,749 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.455
2023-07-26 10:04:15,763 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.454
2023-07-26 10:04:15,778 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.453
2023-07-26 10:04:15,793 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.464
2023-07-26 10:04:15,807 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.463
2023-07-26 10:04:15,822 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.503
2023-07-26 10:04:15,836 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.504
2023-07-26 10:04:15,849 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.505
2023-07-26 10:04:15,862 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.529
2023-07-26 10:04:15,878 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.522
2023-07-26 10:04:15,890 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.520
2023-07-26 10:04:15,903 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.546
2023-07-26 10:04:15,918 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.546
2023-07-26 10:04:15,933 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.541
2023-07-26 10:04:15,946 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.541
2023-07-26 10:04:15,961 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.547
2023-07-26 10:04:15,976 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.919, mIoU: 0.549
2023-07-26 10:04:15,990 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.556
2023-07-26 10:04:16,002 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-26 10:04:16,016 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.921, mIoU: 0.559
2023-07-26 10:04:16,033 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.920, mIoU: 0.556
2023-07-26 10:04:16,049 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-26 10:04:16,064 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-26 10:04:16,077 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.550
2023-07-26 10:04:16,092 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.547
2023-07-26 10:04:16,107 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.553
2023-07-26 10:04:16,120 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.552
2023-07-26 10:04:16,136 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.921, mIoU: 0.550
2023-07-26 10:04:16,154 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.548
2023-07-26 10:04:16,167 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.551
2023-07-26 10:04:16,183 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.546
2023-07-26 10:04:16,197 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-26 10:04:16,213 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.552
2023-07-26 10:04:16,226 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-26 10:04:16,245 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.555
2023-07-26 10:04:16,258 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-26 10:04:16,274 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-26 10:04:16,290 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-26 10:04:16,303 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.609
2023-07-26 10:04:16,319 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.610
2023-07-26 10:04:16,334 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.605
2023-07-26 10:04:16,350 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-26 10:04:16,363 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.626
2023-07-26 10:04:16,378 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.619
2023-07-26 10:04:16,393 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.616
2023-07-26 10:04:16,408 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.625
2023-07-26 10:04:16,423 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.619
2023-07-26 10:04:16,438 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-26 10:04:16,447 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 10:04:16,462 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 10:04:16,478 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 10:04:16,491 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 10:04:16,506 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 10:04:16,521 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 10:04:16,537 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:04:16,552 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 10:04:16,568 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:04:16,583 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 10:04:16,599 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 10:04:16,614 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:04:16,627 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:04:16,643 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:04:16,659 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:04:16,674 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:04:16,690 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 10:04:16,705 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 10:04:16,721 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 10:04:16,734 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 10:04:16,746 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 10:04:16,761 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:16,774 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:16,789 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:16,803 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:16,816 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:16,830 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:16,845 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:04:16,857 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:16,871 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:16,885 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:16,898 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 10:04:16,911 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 10:04:16,923 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 10:04:16,937 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:04:16,952 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 10:04:16,968 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 10:04:16,983 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 10:04:16,997 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 10:04:17,010 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 10:04:17,025 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 10:04:17,038 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 10:04:17,053 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 10:04:17,068 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 10:04:17,082 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 10:04:17,096 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 10:04:17,111 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.905, mIoU: 0.585
2023-07-26 10:04:17,127 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.906, mIoU: 0.584
2023-07-26 10:04:17,135 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-26 10:04:17,147 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-26 10:04:17,163 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.906, mIoU: 0.588
2023-07-26 10:04:17,171 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.906, mIoU: 0.588
2023-07-26 10:04:17,184 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.906, mIoU: 0.591
2023-07-26 10:04:17,199 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-26 10:04:17,214 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.907, mIoU: 0.593
2023-07-26 10:04:17,227 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.908, mIoU: 0.594
2023-07-26 10:04:17,242 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.909, mIoU: 0.595
2023-07-26 10:04:17,255 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.909, mIoU: 0.596
2023-07-26 10:04:17,267 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.909, mIoU: 0.596
2023-07-26 10:04:17,282 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.907, mIoU: 0.594
2023-07-26 10:04:17,295 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-26 10:04:17,310 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.908, mIoU: 0.596
2023-07-26 10:04:17,322 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.908, mIoU: 0.595
2023-07-26 10:04:17,337 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.909, mIoU: 0.597
2023-07-26 10:04:17,352 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.909, mIoU: 0.597
2023-07-26 10:04:17,367 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-26 10:04:17,383 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.910, mIoU: 0.602
2023-07-26 10:04:17,398 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.910, mIoU: 0.602
2023-07-26 10:04:17,412 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.910, mIoU: 0.601
2023-07-26 10:04:17,427 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.910, mIoU: 0.603
2023-07-26 10:04:17,441 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-26 10:04:17,451 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 10:04:17,466 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 10:04:17,481 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 10:04:17,494 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 10:04:17,509 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 10:04:17,522 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 10:04:17,535 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 10:04:17,550 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 10:04:17,566 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 10:04:17,582 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 10:04:17,597 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-26 10:04:23,267 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.902, mIoU: 0.605
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2023-07-26 10:04:23,295 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.606
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2023-07-26 10:04:23,399 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:23,414 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:23,429 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:23,446 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:23,456 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,471 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 10:04:23,487 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,500 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,514 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 10:04:23,527 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 10:04:23,542 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,557 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,572 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,584 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,596 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 10:04:23,609 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 10:04:23,624 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,638 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,654 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,667 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 10:04:23,682 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,695 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,711 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,727 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,740 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,755 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,771 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:23,786 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 10:04:23,801 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 10:04:23,816 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,828 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,843 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 10:04:23,858 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 10:04:23,872 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:23,888 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:23,902 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:23,913 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:23,928 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:23,943 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,957 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,970 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,984 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:23,998 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,013 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,027 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:24,042 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:24,057 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,071 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 10:04:24,101 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:24,115 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:24,131 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,146 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 10:04:24,162 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,175 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,191 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,204 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,220 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,235 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:24,251 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:24,267 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:24,282 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:24,297 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,312 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:24,326 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:24,339 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:24,354 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:24,371 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 10:04:24,386 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:24,400 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 10:04:24,410 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,422 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,437 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,449 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,463 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,476 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,488 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,502 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,518 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,532 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:04:24,547 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,560 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,574 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,586 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,600 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,614 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:24,629 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,644 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,658 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,672 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,684 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,699 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:04:24,713 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:04:24,725 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:04:24,738 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:04:24,752 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,768 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,783 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,796 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,811 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,826 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:04:24,841 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,854 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,867 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,874 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,889 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:04:24,904 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:24,919 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:24,935 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:24,951 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.904, mIoU: 0.603
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2023-07-26 10:04:25,083 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:25,097 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:25,110 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:25,124 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 10:04:25,150 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:25,163 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:25,177 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:25,193 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:25,205 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:25,219 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:25,231 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:25,243 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:25,257 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,272 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,287 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,302 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:25,316 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:25,331 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,345 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,360 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-26 10:04:25,392 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:25,407 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 10:04:25,438 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-26 10:04:25,464 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 10:04:25,509 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 10:04:25,549 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.606
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2023-07-26 10:04:25,908 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-26 10:04:26,012 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,025 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,041 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-26 10:04:26,069 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,085 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,100 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,114 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,127 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:04:26,142 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,157 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,174 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,187 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,201 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,214 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,229 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,242 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,255 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,270 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,284 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,297 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,312 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:26,327 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,342 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,357 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,370 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,383 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,397 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,411 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,423 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,437 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,453 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,466 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,479 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,494 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,509 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,524 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,540 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,553 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,567 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:26,581 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:26,596 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:26,612 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:26,627 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 10:04:26,639 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:26,652 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,664 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,679 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:26,694 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,708 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,722 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,733 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,746 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,761 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,776 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:26,790 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:26,805 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,818 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,834 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,847 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,863 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,876 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,891 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,906 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,920 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:26,935 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,951 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,966 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,980 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:26,995 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,010 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,024 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,038 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,053 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,067 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,080 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,093 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,105 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,121 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,134 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:27,150 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:27,165 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:27,176 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,191 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,207 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,222 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,236 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:27,251 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:27,266 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,279 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,294 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,309 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,324 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:27,337 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,349 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,366 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,381 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,396 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,409 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,424 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,439 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,454 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,470 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,483 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,498 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,511 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,526 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,540 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,552 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,568 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,581 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:27,596 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,611 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,626 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:27,641 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,656 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,671 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,685 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,701 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,716 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,732 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,747 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,757 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,771 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,784 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,799 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,814 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,829 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,842 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,857 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,871 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,886 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,902 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,917 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:27,930 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,946 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,961 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:27,975 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:27,988 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:28,004 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:28,020 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:28,035 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:28,049 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,064 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,079 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,093 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,107 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,122 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,135 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:28,149 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,163 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,177 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,192 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,207 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,222 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,237 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,252 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,265 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,279 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:28,294 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,307 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,320 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,335 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,349 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,364 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:28,380 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,393 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,406 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,422 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,437 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,449 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,464 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,478 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,493 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,507 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,523 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,538 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,552 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:28,561 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,577 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,592 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,605 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,620 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,635 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,650 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,663 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,679 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,694 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,709 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:28,724 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:04:28,739 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:04:28,756 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:04:28,771 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:04:28,784 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:04:28,799 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:04:28,814 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:04:28,828 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:04:28,841 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:04:28,856 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,871 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,886 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,893 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,906 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,919 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:04:28,932 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:28,943 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:28,958 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:28,972 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:28,987 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:04:28,999 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:29,011 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:29,026 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:04:29,037 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:04:29,053 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,066 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:04:29,081 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:29,096 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,111 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,126 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,138 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,151 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,165 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,180 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,195 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,210 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,223 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,233 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,244 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,257 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,268 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,283 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,295 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:04:29,310 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,326 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,341 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:04:29,354 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:29,369 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,384 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,398 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,413 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,428 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,442 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:29,457 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,473 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:04:29,486 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:29,499 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:29,514 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,526 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,543 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,556 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,571 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,586 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,604 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,620 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 10:04:29,633 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,648 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,663 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,678 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,692 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,705 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 10:04:29,718 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 10:04:29,733 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 10:04:29,748 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 10:04:29,763 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 10:04:29,778 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 10:04:29,794 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 10:04:29,809 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 10:04:29,824 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 10:04:29,839 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 10:04:29,852 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 10:04:29,867 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 10:04:29,878 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 10:04:29,891 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 10:04:29,906 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 10:04:29,918 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,933 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,948 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 10:04:29,963 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:29,978 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:29,993 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,008 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,022 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,034 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,050 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,062 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,077 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,092 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,105 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,120 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,133 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,148 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,163 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,178 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,193 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,208 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,221 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,233 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,248 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,261 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,274 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,290 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,305 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,319 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,332 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,345 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,360 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,376 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,391 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,404 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,417 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,432 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,446 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,462 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,477 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,492 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,507 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,522 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,537 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,553 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,568 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 10:04:30,582 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,598 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,611 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,626 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,641 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 10:04:30,657 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,669 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 10:04:30,683 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,698 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,713 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,726 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,740 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,755 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,769 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,784 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,798 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,813 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,826 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,840 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,856 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,869 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:30,884 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:30,897 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:30,906 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,921 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,936 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,949 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:30,965 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:30,980 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:30,993 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,006 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,021 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,036 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,051 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,068 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 10:04:31,113 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,126 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 10:04:31,140 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,155 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 10:04:31,181 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,194 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,208 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,223 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 10:04:31,252 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,265 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 10:04:31,280 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,295 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,308 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,323 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,339 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.904, mIoU: 0.606
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2023-07-26 10:04:31,383 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,398 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,413 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 10:04:31,443 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,456 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,472 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,485 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,498 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,510 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,525 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,540 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,554 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,569 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,579 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 10:04:31,592 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,608 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,623 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,636 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,651 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,667 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,681 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,695 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,710 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,725 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,739 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,755 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,768 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,782 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,797 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,812 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:31,828 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:31,843 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:31,857 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:31,872 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:31,887 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:31,900 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:31,914 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:31,929 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:31,943 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-26 10:04:31,970 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:31,983 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:31,997 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:32,012 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:32,025 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:32,038 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 10:04:32,082 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 10:04:32,109 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-26 10:04:32,140 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:32,155 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:32,168 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:32,183 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 10:04:32,198 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:32,211 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,226 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,242 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,257 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,273 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,288 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,303 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,317 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,331 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,344 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,358 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,374 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,389 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,402 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,416 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,427 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,442 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,457 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,472 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,484 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,500 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,517 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,532 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,544 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,559 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,574 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,585 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:32,600 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,616 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,631 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,644 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,657 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,672 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,686 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,701 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 10:04:32,730 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 10:04:32,785 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,800 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:32,815 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,831 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,843 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,858 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,872 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,887 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,902 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:32,915 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:32,928 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,944 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,959 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,974 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:32,987 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,000 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:33,015 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 10:04:33,030 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,043 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,056 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,071 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,086 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,101 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,115 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,130 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,146 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,159 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,174 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,189 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,202 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,217 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,231 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,246 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 10:04:33,261 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.904, mIoU: 0.608
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2023-07-26 10:04:33,291 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 10:04:33,320 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:33,335 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:33,349 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 10:04:33,365 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:33,379 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:33,394 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:33,409 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:33,422 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 10:04:33,434 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 10:04:33,477 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,491 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,507 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 10:04:33,610 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,624 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 10:04:33,682 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,695 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 10:04:33,724 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,736 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.905, mIoU: 0.610
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2023-07-26 10:04:33,764 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:33,779 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:33,794 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 10:04:33,850 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 10:04:33,878 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 10:04:33,908 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 10:04:34,009 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 10:04:34,065 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,080 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 10:04:34,110 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,125 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,140 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,155 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,170 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,181 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,195 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,208 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,221 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-26 10:04:34,252 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,266 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,278 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,291 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,305 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,319 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,334 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,349 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,364 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,378 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,393 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,409 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 10:04:34,422 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 10:04:34,437 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,452 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,465 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,480 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,492 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,507 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,522 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 10:04:34,537 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,552 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,565 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,578 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,592 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,606 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,620 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,633 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,646 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,661 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,675 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,690 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,702 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,717 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,734 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,749 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,764 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,779 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,787 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,802 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,815 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,828 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,843 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,858 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,872 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,888 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,903 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 10:04:34,918 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,934 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,947 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:34,962 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:34,978 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:34,993 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,009 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,024 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,040 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,053 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,068 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,082 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,097 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,110 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:35,123 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:35,138 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:35,153 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:35,168 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 10:04:35,182 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,197 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,212 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,227 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,240 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,255 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,268 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,282 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,298 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,313 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,327 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,340 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,355 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,370 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,385 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,400 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,415 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,430 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,444 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,457 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,471 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,484 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,499 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,513 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,528 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,543 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,557 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,571 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,581 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,596 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,609 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,624 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,638 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,653 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,668 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,679 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,689 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,705 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,721 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,736 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,749 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,764 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,779 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,792 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,807 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,823 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,837 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,851 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,864 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,878 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,892 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,907 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,919 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,934 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,948 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,962 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 10:04:35,978 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:35,991 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:36,005 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:36,020 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 10:04:36,036 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 10:04:52,765 semantic_segmentation INFO: Iters: 96810/150000 || Lr: 0.007867 || Task Loss: 0.5880 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:35 || Estimated Time: 1 day, 1:59:02
2023-07-26 10:05:09,723 semantic_segmentation INFO: Iters: 96820/150000 || Lr: 0.007866 || Task Loss: 0.3569 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:52 || Estimated Time: 1 day, 1:58:44
2023-07-26 10:05:26,705 semantic_segmentation INFO: Iters: 96830/150000 || Lr: 0.007864 || Task Loss: 0.3902 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:08 || Estimated Time: 1 day, 1:58:26
2023-07-26 10:05:43,662 semantic_segmentation INFO: Iters: 96840/150000 || Lr: 0.007863 || Task Loss: 0.5343 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:25 || Estimated Time: 1 day, 1:58:08
2023-07-26 10:06:00,721 semantic_segmentation INFO: Iters: 96850/150000 || Lr: 0.007862 || Task Loss: 0.5465 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:43 || Estimated Time: 1 day, 1:57:50
2023-07-26 10:06:17,674 semantic_segmentation INFO: Iters: 96860/150000 || Lr: 0.007860 || Task Loss: 0.5346 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:59 || Estimated Time: 1 day, 1:57:32
2023-07-26 10:06:34,693 semantic_segmentation INFO: Iters: 96870/150000 || Lr: 0.007859 || Task Loss: 0.5639 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:16 || Estimated Time: 1 day, 1:57:14
2023-07-26 10:06:51,595 semantic_segmentation INFO: Iters: 96880/150000 || Lr: 0.007858 || Task Loss: 0.4673 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:33 || Estimated Time: 1 day, 1:56:56
2023-07-26 10:07:08,494 semantic_segmentation INFO: Iters: 96890/150000 || Lr: 0.007856 || Task Loss: 0.6183 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:50 || Estimated Time: 1 day, 1:56:38
2023-07-26 10:07:25,495 semantic_segmentation INFO: Iters: 96900/150000 || Lr: 0.007855 || Task Loss: 0.4806 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:07 || Estimated Time: 1 day, 1:56:21
2023-07-26 10:07:42,352 semantic_segmentation INFO: Iters: 96910/150000 || Lr: 0.007854 || Task Loss: 0.4923 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:24 || Estimated Time: 1 day, 1:56:03
2023-07-26 10:07:59,287 semantic_segmentation INFO: Iters: 96920/150000 || Lr: 0.007852 || Task Loss: 0.3718 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:41 || Estimated Time: 1 day, 1:55:45
2023-07-26 10:08:16,227 semantic_segmentation INFO: Iters: 96930/150000 || Lr: 0.007851 || Task Loss: 0.3658 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:58 || Estimated Time: 1 day, 1:55:27
2023-07-26 10:08:33,156 semantic_segmentation INFO: Iters: 96940/150000 || Lr: 0.007850 || Task Loss: 0.4501 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:21:15 || Estimated Time: 1 day, 1:55:09
2023-07-26 10:08:50,124 semantic_segmentation INFO: Iters: 96950/150000 || Lr: 0.007848 || Task Loss: 0.4188 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:21:32 || Estimated Time: 1 day, 1:54:51
2023-07-26 10:09:07,031 semantic_segmentation INFO: Iters: 96960/150000 || Lr: 0.007847 || Task Loss: 0.3498 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:21:49 || Estimated Time: 1 day, 1:54:33
2023-07-26 10:09:23,773 semantic_segmentation INFO: Iters: 96970/150000 || Lr: 0.007846 || Task Loss: 0.4083 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:22:06 || Estimated Time: 1 day, 1:54:15
2023-07-26 10:09:40,783 semantic_segmentation INFO: Iters: 96980/150000 || Lr: 0.007844 || Task Loss: 0.4303 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:22:23 || Estimated Time: 1 day, 1:53:57
2023-07-26 10:09:57,672 semantic_segmentation INFO: Iters: 96990/150000 || Lr: 0.007843 || Task Loss: 0.6776 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:22:39 || Estimated Time: 1 day, 1:53:39
2023-07-26 10:10:14,578 semantic_segmentation INFO: Iters: 97000/150000 || Lr: 0.007842 || Task Loss: 0.3721 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:22:56 || Estimated Time: 1 day, 1:53:21
2023-07-26 10:10:31,484 semantic_segmentation INFO: Iters: 97010/150000 || Lr: 0.007840 || Task Loss: 0.6402 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:13 || Estimated Time: 1 day, 1:53:03
2023-07-26 10:10:48,455 semantic_segmentation INFO: Iters: 97020/150000 || Lr: 0.007839 || Task Loss: 0.4389 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:30 || Estimated Time: 1 day, 1:52:45
2023-07-26 10:11:05,365 semantic_segmentation INFO: Iters: 97030/150000 || Lr: 0.007838 || Task Loss: 0.4255 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:47 || Estimated Time: 1 day, 1:52:27
2023-07-26 10:11:22,236 semantic_segmentation INFO: Iters: 97040/150000 || Lr: 0.007836 || Task Loss: 0.4283 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:04 || Estimated Time: 1 day, 1:52:09
2023-07-26 10:11:39,215 semantic_segmentation INFO: Iters: 97050/150000 || Lr: 0.007835 || Task Loss: 0.6075 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:21 || Estimated Time: 1 day, 1:51:51
2023-07-26 10:11:56,092 semantic_segmentation INFO: Iters: 97060/150000 || Lr: 0.007834 || Task Loss: 0.5045 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:38 || Estimated Time: 1 day, 1:51:33
2023-07-26 10:12:13,065 semantic_segmentation INFO: Iters: 97070/150000 || Lr: 0.007832 || Task Loss: 0.3823 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:55 || Estimated Time: 1 day, 1:51:15
2023-07-26 10:12:30,011 semantic_segmentation INFO: Iters: 97080/150000 || Lr: 0.007831 || Task Loss: 0.3674 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:12 || Estimated Time: 1 day, 1:50:57
2023-07-26 10:12:46,879 semantic_segmentation INFO: Iters: 97090/150000 || Lr: 0.007830 || Task Loss: 0.3055 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:29 || Estimated Time: 1 day, 1:50:39
2023-07-26 10:13:03,823 semantic_segmentation INFO: Iters: 97100/150000 || Lr: 0.007828 || Task Loss: 0.4589 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:46 || Estimated Time: 1 day, 1:50:22
2023-07-26 10:13:20,778 semantic_segmentation INFO: Iters: 97110/150000 || Lr: 0.007827 || Task Loss: 0.2811 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:03 || Estimated Time: 1 day, 1:50:04
2023-07-26 10:13:37,571 semantic_segmentation INFO: Iters: 97120/150000 || Lr: 0.007826 || Task Loss: 0.5789 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:19 || Estimated Time: 1 day, 1:49:46
2023-07-26 10:13:54,417 semantic_segmentation INFO: Iters: 97130/150000 || Lr: 0.007824 || Task Loss: 0.5289 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:36 || Estimated Time: 1 day, 1:49:28
2023-07-26 10:14:11,715 semantic_segmentation INFO: Iters: 97140/150000 || Lr: 0.007823 || Task Loss: 0.5547 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:53 || Estimated Time: 1 day, 1:49:10
2023-07-26 10:14:28,586 semantic_segmentation INFO: Iters: 97150/150000 || Lr: 0.007822 || Task Loss: 0.4762 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:10 || Estimated Time: 1 day, 1:48:52
2023-07-26 10:14:45,806 semantic_segmentation INFO: Iters: 97160/150000 || Lr: 0.007820 || Task Loss: 0.3619 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:28 || Estimated Time: 1 day, 1:48:34
2023-07-26 10:15:02,888 semantic_segmentation INFO: Iters: 97170/150000 || Lr: 0.007819 || Task Loss: 0.4380 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:45 || Estimated Time: 1 day, 1:48:16
2023-07-26 10:15:19,696 semantic_segmentation INFO: Iters: 97180/150000 || Lr: 0.007818 || Task Loss: 0.4615 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:01 || Estimated Time: 1 day, 1:47:58
2023-07-26 10:15:36,628 semantic_segmentation INFO: Iters: 97190/150000 || Lr: 0.007816 || Task Loss: 0.4308 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:18 || Estimated Time: 1 day, 1:47:40
2023-07-26 10:15:53,504 semantic_segmentation INFO: Iters: 97200/150000 || Lr: 0.007815 || Task Loss: 0.3033 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:35 || Estimated Time: 1 day, 1:47:22
2023-07-26 10:16:10,581 semantic_segmentation INFO: Iters: 97210/150000 || Lr: 0.007814 || Task Loss: 0.3700 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:52 || Estimated Time: 1 day, 1:47:04
2023-07-26 10:16:27,903 semantic_segmentation INFO: Iters: 97220/150000 || Lr: 0.007812 || Task Loss: 0.3679 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:10 || Estimated Time: 1 day, 1:46:47
2023-07-26 10:16:44,751 semantic_segmentation INFO: Iters: 97230/150000 || Lr: 0.007811 || Task Loss: 0.3620 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:27 || Estimated Time: 1 day, 1:46:29
2023-07-26 10:17:01,784 semantic_segmentation INFO: Iters: 97240/150000 || Lr: 0.007810 || Task Loss: 0.4718 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:44 || Estimated Time: 1 day, 1:46:11
2023-07-26 10:17:18,620 semantic_segmentation INFO: Iters: 97250/150000 || Lr: 0.007808 || Task Loss: 0.4026 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:00 || Estimated Time: 1 day, 1:45:53
2023-07-26 10:17:35,579 semantic_segmentation INFO: Iters: 97260/150000 || Lr: 0.007807 || Task Loss: 0.4069 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:17 || Estimated Time: 1 day, 1:45:35
2023-07-26 10:17:52,390 semantic_segmentation INFO: Iters: 97270/150000 || Lr: 0.007806 || Task Loss: 0.3154 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:34 || Estimated Time: 1 day, 1:45:17
2023-07-26 10:18:09,179 semantic_segmentation INFO: Iters: 97280/150000 || Lr: 0.007804 || Task Loss: 0.4199 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:51 || Estimated Time: 1 day, 1:44:59
2023-07-26 10:18:26,021 semantic_segmentation INFO: Iters: 97290/150000 || Lr: 0.007803 || Task Loss: 0.4402 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:08 || Estimated Time: 1 day, 1:44:41
2023-07-26 10:18:42,843 semantic_segmentation INFO: Iters: 97300/150000 || Lr: 0.007802 || Task Loss: 0.4074 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:25 || Estimated Time: 1 day, 1:44:23
2023-07-26 10:18:59,770 semantic_segmentation INFO: Iters: 97310/150000 || Lr: 0.007800 || Task Loss: 0.4051 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:42 || Estimated Time: 1 day, 1:44:05
2023-07-26 10:19:16,554 semantic_segmentation INFO: Iters: 97320/150000 || Lr: 0.007799 || Task Loss: 0.3998 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:58 || Estimated Time: 1 day, 1:43:47
2023-07-26 10:19:33,732 semantic_segmentation INFO: Iters: 97330/150000 || Lr: 0.007798 || Task Loss: 0.3570 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:32:16 || Estimated Time: 1 day, 1:43:29
2023-07-26 10:19:50,530 semantic_segmentation INFO: Iters: 97340/150000 || Lr: 0.007796 || Task Loss: 0.3946 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:32:32 || Estimated Time: 1 day, 1:43:11
2023-07-26 10:20:07,346 semantic_segmentation INFO: Iters: 97350/150000 || Lr: 0.007795 || Task Loss: 0.3096 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:32:49 || Estimated Time: 1 day, 1:42:53
2023-07-26 10:20:24,527 semantic_segmentation INFO: Iters: 97360/150000 || Lr: 0.007794 || Task Loss: 0.4717 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:06 || Estimated Time: 1 day, 1:42:35
2023-07-26 10:20:41,668 semantic_segmentation INFO: Iters: 97370/150000 || Lr: 0.007792 || Task Loss: 0.3338 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:23 || Estimated Time: 1 day, 1:42:18
2023-07-26 10:20:58,544 semantic_segmentation INFO: Iters: 97380/150000 || Lr: 0.007791 || Task Loss: 0.5892 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:40 || Estimated Time: 1 day, 1:42:00
2023-07-26 10:21:15,821 semantic_segmentation INFO: Iters: 97390/150000 || Lr: 0.007790 || Task Loss: 0.6197 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:58 || Estimated Time: 1 day, 1:41:42
2023-07-26 10:21:32,647 semantic_segmentation INFO: Iters: 97400/150000 || Lr: 0.007788 || Task Loss: 0.3884 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:14 || Estimated Time: 1 day, 1:41:24
2023-07-26 10:21:49,527 semantic_segmentation INFO: Iters: 97410/150000 || Lr: 0.007787 || Task Loss: 0.4545 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:31 || Estimated Time: 1 day, 1:41:06
2023-07-26 10:22:06,523 semantic_segmentation INFO: Iters: 97420/150000 || Lr: 0.007786 || Task Loss: 0.4625 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:48 || Estimated Time: 1 day, 1:40:48
2023-07-26 10:22:23,547 semantic_segmentation INFO: Iters: 97430/150000 || Lr: 0.007784 || Task Loss: 0.4718 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:05 || Estimated Time: 1 day, 1:40:30
2023-07-26 10:22:40,540 semantic_segmentation INFO: Iters: 97440/150000 || Lr: 0.007783 || Task Loss: 0.3849 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:22 || Estimated Time: 1 day, 1:40:12
2023-07-26 10:22:57,528 semantic_segmentation INFO: Iters: 97450/150000 || Lr: 0.007782 || Task Loss: 0.5748 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:39 || Estimated Time: 1 day, 1:39:54
2023-07-26 10:23:14,534 semantic_segmentation INFO: Iters: 97460/150000 || Lr: 0.007780 || Task Loss: 0.4218 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:56 || Estimated Time: 1 day, 1:39:36
2023-07-26 10:23:31,485 semantic_segmentation INFO: Iters: 97470/150000 || Lr: 0.007779 || Task Loss: 0.3930 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:13 || Estimated Time: 1 day, 1:39:19
2023-07-26 10:23:48,519 semantic_segmentation INFO: Iters: 97480/150000 || Lr: 0.007778 || Task Loss: 0.4697 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:30 || Estimated Time: 1 day, 1:39:01
2023-07-26 10:24:05,518 semantic_segmentation INFO: Iters: 97490/150000 || Lr: 0.007776 || Task Loss: 0.4887 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:47 || Estimated Time: 1 day, 1:38:43
2023-07-26 10:24:22,426 semantic_segmentation INFO: Iters: 97500/150000 || Lr: 0.007775 || Task Loss: 0.5304 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:04 || Estimated Time: 1 day, 1:38:25
2023-07-26 10:24:39,775 semantic_segmentation INFO: Iters: 97510/150000 || Lr: 0.007774 || Task Loss: 0.4118 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:22 || Estimated Time: 1 day, 1:38:07
2023-07-26 10:24:56,708 semantic_segmentation INFO: Iters: 97520/150000 || Lr: 0.007772 || Task Loss: 0.4546 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:38 || Estimated Time: 1 day, 1:37:49
2023-07-26 10:25:13,775 semantic_segmentation INFO: Iters: 97530/150000 || Lr: 0.007771 || Task Loss: 0.4471 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:56 || Estimated Time: 1 day, 1:37:31
2023-07-26 10:25:30,741 semantic_segmentation INFO: Iters: 97540/150000 || Lr: 0.007770 || Task Loss: 0.4824 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:13 || Estimated Time: 1 day, 1:37:13
2023-07-26 10:25:47,718 semantic_segmentation INFO: Iters: 97550/150000 || Lr: 0.007768 || Task Loss: 0.3871 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:30 || Estimated Time: 1 day, 1:36:55
2023-07-26 10:26:04,768 semantic_segmentation INFO: Iters: 97560/150000 || Lr: 0.007767 || Task Loss: 0.3023 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:47 || Estimated Time: 1 day, 1:36:38
2023-07-26 10:26:21,719 semantic_segmentation INFO: Iters: 97570/150000 || Lr: 0.007766 || Task Loss: 0.7753 || KD Loss: 0.2300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:04 || Estimated Time: 1 day, 1:36:20
2023-07-26 10:26:38,722 semantic_segmentation INFO: Iters: 97580/150000 || Lr: 0.007764 || Task Loss: 0.3457 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:21 || Estimated Time: 1 day, 1:36:02
2023-07-26 10:26:55,651 semantic_segmentation INFO: Iters: 97590/150000 || Lr: 0.007763 || Task Loss: 0.4162 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:37 || Estimated Time: 1 day, 1:35:44
2023-07-26 10:27:12,648 semantic_segmentation INFO: Iters: 97600/150000 || Lr: 0.007762 || Task Loss: 0.7790 || KD Loss: 0.2082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:54 || Estimated Time: 1 day, 1:35:26
2023-07-26 10:27:12,771 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:27:13,152 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.092
2023-07-26 10:27:13,176 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.130
2023-07-26 10:27:13,189 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.163
2023-07-26 10:27:13,203 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.165
2023-07-26 10:27:13,216 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.235
2023-07-26 10:27:13,229 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.282
2023-07-26 10:27:13,243 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.322
2023-07-26 10:27:13,258 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.326
2023-07-26 10:27:13,270 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.364
2023-07-26 10:27:13,285 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.407
2023-07-26 10:27:13,299 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.933, mIoU: 0.409
2023-07-26 10:27:13,314 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.409
2023-07-26 10:27:13,326 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-26 10:27:13,340 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.374
2023-07-26 10:27:13,354 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.897, mIoU: 0.368
2023-07-26 10:27:13,366 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.900, mIoU: 0.365
2023-07-26 10:27:13,377 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.900, mIoU: 0.363
2023-07-26 10:27:13,390 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.903, mIoU: 0.363
2023-07-26 10:27:13,405 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.905, mIoU: 0.367
2023-07-26 10:27:13,421 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.907, mIoU: 0.413
2023-07-26 10:27:13,437 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.912, mIoU: 0.413
2023-07-26 10:27:13,452 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.423
2023-07-26 10:27:13,467 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.442
2023-07-26 10:27:13,484 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.912, mIoU: 0.445
2023-07-26 10:27:13,500 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.444
2023-07-26 10:27:13,514 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.911, mIoU: 0.448
2023-07-26 10:27:13,529 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.912, mIoU: 0.449
2023-07-26 10:27:13,541 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.443
2023-07-26 10:27:13,556 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.908, mIoU: 0.435
2023-07-26 10:27:13,571 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.435
2023-07-26 10:27:13,585 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.435
2023-07-26 10:27:13,601 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.435
2023-07-26 10:27:13,617 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.444
2023-07-26 10:27:13,632 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.442
2023-07-26 10:27:13,647 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.471
2023-07-26 10:27:13,663 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.472
2023-07-26 10:27:13,677 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.475
2023-07-26 10:27:13,690 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-26 10:27:13,707 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-26 10:27:13,720 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.509
2023-07-26 10:27:13,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.909, mIoU: 0.519
2023-07-26 10:27:13,748 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.519
2023-07-26 10:27:13,763 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.906, mIoU: 0.515
2023-07-26 10:27:13,776 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.907, mIoU: 0.515
2023-07-26 10:27:13,791 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.524
2023-07-26 10:27:13,807 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.527
2023-07-26 10:27:13,820 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.534
2023-07-26 10:27:13,833 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.534
2023-07-26 10:27:13,847 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.535
2023-07-26 10:27:13,864 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.533
2023-07-26 10:27:13,880 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.532
2023-07-26 10:27:13,895 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.532
2023-07-26 10:27:13,908 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.529
2023-07-26 10:27:13,924 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.529
2023-07-26 10:27:13,938 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.532
2023-07-26 10:27:13,952 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.529
2023-07-26 10:27:13,967 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.529
2023-07-26 10:27:13,984 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.528
2023-07-26 10:27:13,997 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.531
2023-07-26 10:27:14,013 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.909, mIoU: 0.570
2023-07-26 10:27:14,026 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.909, mIoU: 0.570
2023-07-26 10:27:14,042 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-26 10:27:14,055 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.910, mIoU: 0.565
2023-07-26 10:27:14,073 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.570
2023-07-26 10:27:14,086 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-26 10:27:14,102 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.570
2023-07-26 10:27:14,117 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.571
2023-07-26 10:27:14,131 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.617
2023-07-26 10:27:14,146 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.618
2023-07-26 10:27:14,162 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.617
2023-07-26 10:27:14,178 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 10:27:14,192 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:14,207 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:14,222 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 10:27:14,237 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 10:27:14,253 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-26 10:27:14,268 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:14,277 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:14,293 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:14,310 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:14,323 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:14,337 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:14,352 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:14,367 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 10:27:14,383 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 10:27:15,116 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.619
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2023-07-26 10:27:15,317 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.912, mIoU: 0.636
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2023-07-26 10:27:15,893 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 10:27:15,909 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.912, mIoU: 0.615
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2023-07-26 10:27:20,127 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:27:20,142 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:27:20,152 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:27:20,165 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:27:20,180 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:27:20,195 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:27:20,207 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:27:20,220 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:27:20,234 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:27:20,248 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 10:27:20,263 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 10:27:20,277 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 10:27:20,287 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 10:27:20,301 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 10:27:20,316 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 10:27:20,329 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 10:27:20,343 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 10:27:20,358 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 10:27:20,372 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 10:27:20,388 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,401 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,417 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 10:27:20,433 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 10:27:20,449 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 10:27:20,465 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,479 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,492 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,507 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 10:27:20,522 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 10:27:20,536 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 10:27:20,551 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 10:27:20,566 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 10:27:20,582 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 10:27:20,597 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 10:27:20,609 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 10:27:20,623 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 10:27:20,638 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 10:27:20,653 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 10:27:20,668 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 10:27:20,683 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 10:27:20,696 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 10:27:20,710 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 10:27:20,725 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 10:27:20,738 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:20,753 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:20,765 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:20,780 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:20,794 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:20,805 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:20,818 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:20,833 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 10:27:20,848 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:20,863 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:20,878 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:20,887 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:20,902 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:20,917 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:20,933 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:20,948 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:20,963 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:20,976 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:20,990 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:21,005 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,020 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,035 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,047 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,060 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,075 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,089 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,104 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,117 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,132 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,147 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,163 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,176 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,192 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,207 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:21,221 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,236 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,251 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,267 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,282 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,295 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,311 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,326 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,343 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:21,353 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,369 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,384 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:21,397 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:21,412 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 10:27:21,425 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 10:27:21,440 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,455 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,471 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,484 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,496 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,509 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,524 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,539 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,554 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:21,568 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,583 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:21,597 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:21,612 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,628 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:21,642 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,657 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:21,673 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,687 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,702 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,718 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,729 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,744 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,760 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,774 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,789 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,804 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,815 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,830 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:21,845 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,860 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,873 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,887 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,901 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:21,917 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 10:27:21,931 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 10:27:21,946 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:21,961 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,976 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:21,991 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,006 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:22,019 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:22,034 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:22,049 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:22,065 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,078 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,093 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,107 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,122 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,137 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 10:27:22,153 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:22,168 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:22,184 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 10:27:22,198 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 10:27:22,212 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:22,226 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,240 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,255 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,273 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,287 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:22,302 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:22,312 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 10:27:22,325 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:22,339 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:22,352 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:22,366 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:22,379 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 10:27:22,392 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 10:27:22,407 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,424 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,439 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 10:27:22,455 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,468 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,483 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,496 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,510 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 10:27:22,525 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,541 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,556 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,571 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,586 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,599 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,613 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:22,628 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:22,641 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:22,654 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,668 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,683 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,698 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,711 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,725 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,740 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,755 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,768 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:22,781 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:22,788 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:22,803 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:22,818 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 10:27:22,833 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 10:27:22,849 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:22,863 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:22,878 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:22,894 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:22,909 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:22,921 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:22,936 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:22,950 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:22,965 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:22,980 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:22,993 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:23,005 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:23,018 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:23,032 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:23,045 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:23,058 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:23,071 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:23,086 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,101 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,112 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,126 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,139 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,150 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 10:27:23,165 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,180 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,195 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,210 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,225 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,240 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,254 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,269 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,285 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,302 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,318 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,333 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 10:27:23,349 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 10:27:23,362 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,375 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,388 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,404 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,420 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,434 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,447 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:23,462 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,476 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,491 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,506 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,521 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,534 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,549 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,561 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,575 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,590 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,604 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,620 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,633 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,649 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,665 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,678 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:23,691 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,707 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,722 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,738 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,753 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:23,765 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,778 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,792 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,805 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:23,821 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:23,838 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,851 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,866 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,880 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,895 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,910 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,923 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:23,936 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:23,951 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:23,966 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,980 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:23,995 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:24,010 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:24,024 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:24,037 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:24,052 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:24,067 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:24,084 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,097 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,111 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,124 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,139 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,151 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,164 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,179 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:24,194 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:24,206 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:24,222 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,237 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,253 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,269 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,282 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,295 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,309 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,323 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,336 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,349 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,365 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,379 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,392 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,407 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,423 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,439 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,454 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,468 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,481 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,496 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,511 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,526 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 10:27:24,541 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 10:27:24,554 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,567 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,578 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,594 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,609 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,623 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:24,638 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:24,649 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,662 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,678 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,693 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,706 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,721 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,734 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,750 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:24,763 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,779 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,792 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,807 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,822 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,836 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:24,851 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,866 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,881 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,896 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,910 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,925 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,940 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,954 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 10:27:24,968 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:24,983 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:24,995 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,008 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,021 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,037 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,051 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,067 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,082 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,094 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,108 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,124 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,139 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,152 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,168 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,182 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,195 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,210 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,225 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,240 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,253 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,265 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,282 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,297 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,312 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,326 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,341 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,357 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,372 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,387 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,401 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,416 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,430 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,445 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,459 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,472 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 10:27:25,488 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:25,501 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 10:27:25,516 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,531 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,546 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,560 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,575 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,590 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,604 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,620 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,635 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,651 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,666 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,676 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,691 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,704 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,719 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,734 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:25,750 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:25,764 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,779 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,794 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,809 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,825 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,841 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,854 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,870 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,885 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:25,900 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:25,913 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 10:27:25,928 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:25,943 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:25,959 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:25,972 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:25,987 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,002 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,015 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,029 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,044 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,057 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,071 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,084 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,098 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,114 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,129 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,145 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,160 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,175 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,189 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,202 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,218 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,231 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,245 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,260 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,275 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,290 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,306 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,318 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:26,331 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,347 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,362 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,374 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,389 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,401 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,416 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 10:27:26,430 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,446 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,460 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,475 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,484 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,499 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,515 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,528 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,542 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,557 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,572 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,585 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,600 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,614 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,630 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,645 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,659 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,676 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,691 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,705 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,720 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,735 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,750 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:26,763 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:26,778 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:26,794 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:26,809 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:26,816 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:26,829 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,842 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,854 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,866 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:26,881 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,896 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,911 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:26,923 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:26,936 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:26,951 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:26,962 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:26,977 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 10:27:26,990 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 10:27:27,005 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,020 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,035 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,050 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,062 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,075 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,090 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,105 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,120 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,135 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,148 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,159 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,170 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,183 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,195 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,210 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,223 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:27,237 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:27,253 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,268 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,282 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,297 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,312 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,328 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,344 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,358 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 10:27:27,373 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,388 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,404 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,418 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,431 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,446 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,459 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,475 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,489 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,504 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,519 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,537 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,553 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,566 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,581 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,596 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,611 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,626 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,639 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,652 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 10:27:27,666 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,681 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,696 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,711 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,726 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,742 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 10:27:27,757 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,772 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,785 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,801 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,811 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,824 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,839 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 10:27:27,851 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,866 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 10:27:27,881 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:27,896 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,911 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,927 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,942 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,957 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,970 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,985 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:27,998 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,013 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,028 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,041 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,055 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,068 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,083 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,098 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,113 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:28,128 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:28,143 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:28,157 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:28,169 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 10:27:28,185 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,198 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,212 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,228 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,243 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,258 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,271 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,284 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,299 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,315 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,331 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,344 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,358 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,373 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,388 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,403 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 10:27:28,418 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,433 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,448 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,462 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,477 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 10:27:28,492 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 10:27:28,507 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,521 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,536 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:28,549 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:28,564 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:28,579 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,594 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:28,607 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 10:27:28,621 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,636 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,651 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,664 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,678 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,693 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,707 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,722 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,737 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 10:27:28,753 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,766 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,781 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,797 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,811 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,825 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:28,838 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,847 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,862 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,877 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,890 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:28,906 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:28,921 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:28,934 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:28,948 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:28,962 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:28,977 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:28,992 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,008 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,022 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,039 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,053 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,066 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 10:27:29,080 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,094 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,109 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,121 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,133 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,148 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,163 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,179 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,194 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,207 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,223 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,237 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,251 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,266 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,283 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,298 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,314 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,327 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,343 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,358 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,373 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,387 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,400 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,416 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,429 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,441 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,453 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,468 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,482 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,496 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,511 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,521 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,533 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,548 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,563 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,576 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,591 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,607 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,622 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,635 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,649 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,664 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,677 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,692 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,704 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,717 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,732 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,747 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,762 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,777 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,790 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,805 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,820 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,832 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,847 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,863 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,877 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,892 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,905 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,918 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,932 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,947 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:29,961 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:29,974 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:29,989 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:30,005 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,019 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,029 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,044 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,059 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,073 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,088 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,100 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,115 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:30,128 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:30,141 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,155 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:30,170 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,184 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,199 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,215 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,229 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,243 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,257 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,270 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,284 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,299 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 10:27:30,315 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,327 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,342 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,353 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,368 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,383 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,398 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,411 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,426 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,442 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,457 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,469 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,484 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,499 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,509 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,524 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,539 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,554 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,567 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,579 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,594 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,608 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,623 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,635 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,651 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,663 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,676 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,691 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 10:27:30,705 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,720 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,734 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,750 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,763 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,778 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,791 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,807 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,822 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 10:27:30,835 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,849 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,865 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,881 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,896 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,910 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,923 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,939 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:30,954 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:30,967 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:30,981 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:30,996 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,010 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,025 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,039 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,054 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:31,069 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,082 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,095 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,110 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,122 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 10:27:31,137 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,151 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,165 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,180 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,194 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:31,209 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,224 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,239 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,254 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,270 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,286 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,301 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:31,317 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,332 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,346 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,359 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,375 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,391 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,404 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,418 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,433 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,447 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,462 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,476 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,491 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,505 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,517 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,530 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,543 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,555 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,568 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,582 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,596 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,609 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,622 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,637 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,648 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,662 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,677 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,693 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,708 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,723 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,735 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,750 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:31,765 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,778 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,793 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,809 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,824 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,837 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,852 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,868 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,882 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,897 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,910 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,925 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:31,940 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:31,955 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:31,970 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:31,983 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:31,998 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,013 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,027 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,042 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,057 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,071 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,087 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,097 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,111 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,123 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,136 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,153 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,167 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,181 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,193 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,206 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,219 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,234 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,248 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,263 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,278 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,291 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,306 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,322 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,335 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,350 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,365 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,378 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,393 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 10:27:32,405 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.910, mIoU: 0.628
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2023-07-26 10:27:32,435 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.910, mIoU: 0.628
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2023-07-26 10:27:32,489 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,503 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,517 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,531 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,544 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.910, mIoU: 0.627
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2023-07-26 10:27:32,571 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,585 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,599 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,612 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,626 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,643 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,660 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,675 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,691 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,699 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,715 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,728 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,741 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,757 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,772 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 10:27:32,787 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,803 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,819 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,834 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:32,849 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:32,862 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:32,876 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:32,892 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 10:27:32,907 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,922 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,936 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,952 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,965 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,979 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:32,993 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:33,008 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:33,020 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 10:27:33,033 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:33,048 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:33,064 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:33,079 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 10:27:33,094 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,109 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:33,124 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:33,139 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,152 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:33,167 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,181 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 10:27:33,212 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,227 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,242 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,255 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,270 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,284 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-26 10:27:33,313 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,327 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,342 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,357 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,369 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,383 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,396 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,410 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,425 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,439 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,455 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,470 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,485 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,494 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,509 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,522 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,537 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 10:27:33,567 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-26 10:27:33,594 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,603 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,620 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,635 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,650 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,663 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:33,677 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:33,692 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:33,704 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.623
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2023-07-26 10:27:33,733 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:33,747 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 10:27:33,762 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 10:27:33,775 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,789 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,804 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,818 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,831 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,846 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 10:27:33,861 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 10:27:33,876 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 10:27:33,892 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,905 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,919 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,934 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 10:27:33,951 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 10:27:50,657 semantic_segmentation INFO: Iters: 97610/150000 || Lr: 0.007760 || Task Loss: 0.8218 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:32 || Estimated Time: 1 day, 1:35:19
2023-07-26 10:28:07,589 semantic_segmentation INFO: Iters: 97620/150000 || Lr: 0.007759 || Task Loss: 0.5539 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:49 || Estimated Time: 1 day, 1:35:01
2023-07-26 10:28:24,591 semantic_segmentation INFO: Iters: 97630/150000 || Lr: 0.007758 || Task Loss: 0.6543 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:06 || Estimated Time: 1 day, 1:34:44
2023-07-26 10:28:42,052 semantic_segmentation INFO: Iters: 97640/150000 || Lr: 0.007756 || Task Loss: 0.3709 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:24 || Estimated Time: 1 day, 1:34:26
2023-07-26 10:28:59,095 semantic_segmentation INFO: Iters: 97650/150000 || Lr: 0.007755 || Task Loss: 0.4431 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:41 || Estimated Time: 1 day, 1:34:08
2023-07-26 10:29:16,297 semantic_segmentation INFO: Iters: 97660/150000 || Lr: 0.007754 || Task Loss: 0.5649 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:58 || Estimated Time: 1 day, 1:33:50
2023-07-26 10:29:33,287 semantic_segmentation INFO: Iters: 97670/150000 || Lr: 0.007752 || Task Loss: 0.4925 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:15 || Estimated Time: 1 day, 1:33:32
2023-07-26 10:29:50,343 semantic_segmentation INFO: Iters: 97680/150000 || Lr: 0.007751 || Task Loss: 0.4401 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:32 || Estimated Time: 1 day, 1:33:14
2023-07-26 10:30:07,680 semantic_segmentation INFO: Iters: 97690/150000 || Lr: 0.007750 || Task Loss: 0.3971 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:49 || Estimated Time: 1 day, 1:32:57
2023-07-26 10:30:24,886 semantic_segmentation INFO: Iters: 97700/150000 || Lr: 0.007748 || Task Loss: 0.4752 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:07 || Estimated Time: 1 day, 1:32:39
2023-07-26 10:30:42,308 semantic_segmentation INFO: Iters: 97710/150000 || Lr: 0.007747 || Task Loss: 0.3185 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:24 || Estimated Time: 1 day, 1:32:21
2023-07-26 10:30:59,214 semantic_segmentation INFO: Iters: 97720/150000 || Lr: 0.007746 || Task Loss: 0.3022 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:41 || Estimated Time: 1 day, 1:32:03
2023-07-26 10:31:16,574 semantic_segmentation INFO: Iters: 97730/150000 || Lr: 0.007744 || Task Loss: 0.8574 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:58 || Estimated Time: 1 day, 1:31:46
2023-07-26 10:31:33,610 semantic_segmentation INFO: Iters: 97740/150000 || Lr: 0.007743 || Task Loss: 0.2991 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:15 || Estimated Time: 1 day, 1:31:28
2023-07-26 10:31:50,624 semantic_segmentation INFO: Iters: 97750/150000 || Lr: 0.007742 || Task Loss: 0.4451 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:32 || Estimated Time: 1 day, 1:31:10
2023-07-26 10:32:07,628 semantic_segmentation INFO: Iters: 97760/150000 || Lr: 0.007740 || Task Loss: 0.4216 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:49 || Estimated Time: 1 day, 1:30:52
2023-07-26 10:32:24,623 semantic_segmentation INFO: Iters: 97770/150000 || Lr: 0.007739 || Task Loss: 0.4813 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:45:06 || Estimated Time: 1 day, 1:30:34
2023-07-26 10:32:41,834 semantic_segmentation INFO: Iters: 97780/150000 || Lr: 0.007738 || Task Loss: 0.4475 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:45:24 || Estimated Time: 1 day, 1:30:16
2023-07-26 10:32:58,887 semantic_segmentation INFO: Iters: 97790/150000 || Lr: 0.007736 || Task Loss: 0.4102 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:45:41 || Estimated Time: 1 day, 1:29:58
2023-07-26 10:33:15,820 semantic_segmentation INFO: Iters: 97800/150000 || Lr: 0.007735 || Task Loss: 0.6057 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:45:58 || Estimated Time: 1 day, 1:29:41
2023-07-26 10:33:32,880 semantic_segmentation INFO: Iters: 97810/150000 || Lr: 0.007734 || Task Loss: 0.4678 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:15 || Estimated Time: 1 day, 1:29:23
2023-07-26 10:33:49,991 semantic_segmentation INFO: Iters: 97820/150000 || Lr: 0.007732 || Task Loss: 0.4070 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:32 || Estimated Time: 1 day, 1:29:05
2023-07-26 10:34:07,096 semantic_segmentation INFO: Iters: 97830/150000 || Lr: 0.007731 || Task Loss: 0.3861 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:49 || Estimated Time: 1 day, 1:28:47
2023-07-26 10:34:24,144 semantic_segmentation INFO: Iters: 97840/150000 || Lr: 0.007730 || Task Loss: 0.4328 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:06 || Estimated Time: 1 day, 1:28:29
2023-07-26 10:34:41,092 semantic_segmentation INFO: Iters: 97850/150000 || Lr: 0.007728 || Task Loss: 0.5393 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:23 || Estimated Time: 1 day, 1:28:11
2023-07-26 10:34:58,208 semantic_segmentation INFO: Iters: 97860/150000 || Lr: 0.007727 || Task Loss: 0.6218 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:40 || Estimated Time: 1 day, 1:27:53
2023-07-26 10:35:15,215 semantic_segmentation INFO: Iters: 97870/150000 || Lr: 0.007726 || Task Loss: 0.4141 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:57 || Estimated Time: 1 day, 1:27:35
2023-07-26 10:35:32,289 semantic_segmentation INFO: Iters: 97880/150000 || Lr: 0.007724 || Task Loss: 0.5406 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:14 || Estimated Time: 1 day, 1:27:18
2023-07-26 10:35:49,607 semantic_segmentation INFO: Iters: 97890/150000 || Lr: 0.007723 || Task Loss: 0.3555 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:31 || Estimated Time: 1 day, 1:27:00
2023-07-26 10:36:06,768 semantic_segmentation INFO: Iters: 97900/150000 || Lr: 0.007722 || Task Loss: 0.4047 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:49 || Estimated Time: 1 day, 1:26:42
2023-07-26 10:36:23,708 semantic_segmentation INFO: Iters: 97910/150000 || Lr: 0.007720 || Task Loss: 0.5811 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:05 || Estimated Time: 1 day, 1:26:24
2023-07-26 10:36:40,703 semantic_segmentation INFO: Iters: 97920/150000 || Lr: 0.007719 || Task Loss: 0.5627 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:22 || Estimated Time: 1 day, 1:26:06
2023-07-26 10:36:57,602 semantic_segmentation INFO: Iters: 97930/150000 || Lr: 0.007718 || Task Loss: 0.3687 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:39 || Estimated Time: 1 day, 1:25:48
2023-07-26 10:37:14,676 semantic_segmentation INFO: Iters: 97940/150000 || Lr: 0.007716 || Task Loss: 0.3130 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:56 || Estimated Time: 1 day, 1:25:30
2023-07-26 10:37:31,690 semantic_segmentation INFO: Iters: 97950/150000 || Lr: 0.007715 || Task Loss: 0.4618 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:50:13 || Estimated Time: 1 day, 1:25:13
2023-07-26 10:37:48,639 semantic_segmentation INFO: Iters: 97960/150000 || Lr: 0.007714 || Task Loss: 0.3535 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:50:30 || Estimated Time: 1 day, 1:24:55
2023-07-26 10:38:05,676 semantic_segmentation INFO: Iters: 97970/150000 || Lr: 0.007712 || Task Loss: 0.2658 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:50:47 || Estimated Time: 1 day, 1:24:37
2023-07-26 10:38:22,710 semantic_segmentation INFO: Iters: 97980/150000 || Lr: 0.007711 || Task Loss: 0.4853 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:04 || Estimated Time: 1 day, 1:24:19
2023-07-26 10:38:39,808 semantic_segmentation INFO: Iters: 97990/150000 || Lr: 0.007710 || Task Loss: 0.4095 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:22 || Estimated Time: 1 day, 1:24:01
2023-07-26 10:38:56,869 semantic_segmentation INFO: Iters: 98000/150000 || Lr: 0.007708 || Task Loss: 0.4037 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:39 || Estimated Time: 1 day, 1:23:43
2023-07-26 10:39:13,810 semantic_segmentation INFO: Iters: 98010/150000 || Lr: 0.007707 || Task Loss: 0.2772 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:56 || Estimated Time: 1 day, 1:23:25
2023-07-26 10:39:30,866 semantic_segmentation INFO: Iters: 98020/150000 || Lr: 0.007706 || Task Loss: 0.4855 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:13 || Estimated Time: 1 day, 1:23:07
2023-07-26 10:39:47,863 semantic_segmentation INFO: Iters: 98030/150000 || Lr: 0.007704 || Task Loss: 0.5201 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:30 || Estimated Time: 1 day, 1:22:50
2023-07-26 10:40:04,861 semantic_segmentation INFO: Iters: 98040/150000 || Lr: 0.007703 || Task Loss: 0.3409 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:47 || Estimated Time: 1 day, 1:22:32
2023-07-26 10:40:21,764 semantic_segmentation INFO: Iters: 98050/150000 || Lr: 0.007702 || Task Loss: 0.4427 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:04 || Estimated Time: 1 day, 1:22:14
2023-07-26 10:40:38,734 semantic_segmentation INFO: Iters: 98060/150000 || Lr: 0.007700 || Task Loss: 0.5285 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:21 || Estimated Time: 1 day, 1:21:56
2023-07-26 10:40:55,672 semantic_segmentation INFO: Iters: 98070/150000 || Lr: 0.007699 || Task Loss: 0.4364 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:37 || Estimated Time: 1 day, 1:21:38
2023-07-26 10:41:12,720 semantic_segmentation INFO: Iters: 98080/150000 || Lr: 0.007698 || Task Loss: 0.3423 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:55 || Estimated Time: 1 day, 1:21:20
2023-07-26 10:41:29,705 semantic_segmentation INFO: Iters: 98090/150000 || Lr: 0.007696 || Task Loss: 0.5166 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:11 || Estimated Time: 1 day, 1:21:02
2023-07-26 10:41:46,646 semantic_segmentation INFO: Iters: 98100/150000 || Lr: 0.007695 || Task Loss: 0.5780 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:28 || Estimated Time: 1 day, 1:20:44
2023-07-26 10:42:03,594 semantic_segmentation INFO: Iters: 98110/150000 || Lr: 0.007694 || Task Loss: 0.3536 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:45 || Estimated Time: 1 day, 1:20:26
2023-07-26 10:42:20,538 semantic_segmentation INFO: Iters: 98120/150000 || Lr: 0.007692 || Task Loss: 0.5654 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:02 || Estimated Time: 1 day, 1:20:08
2023-07-26 10:42:37,643 semantic_segmentation INFO: Iters: 98130/150000 || Lr: 0.007691 || Task Loss: 0.4172 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:19 || Estimated Time: 1 day, 1:19:51
2023-07-26 10:42:54,726 semantic_segmentation INFO: Iters: 98140/150000 || Lr: 0.007690 || Task Loss: 0.5452 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:37 || Estimated Time: 1 day, 1:19:33
2023-07-26 10:43:11,784 semantic_segmentation INFO: Iters: 98150/150000 || Lr: 0.007688 || Task Loss: 0.4550 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:54 || Estimated Time: 1 day, 1:19:15
2023-07-26 10:43:28,843 semantic_segmentation INFO: Iters: 98160/150000 || Lr: 0.007687 || Task Loss: 0.5156 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:11 || Estimated Time: 1 day, 1:18:57
2023-07-26 10:43:45,833 semantic_segmentation INFO: Iters: 98170/150000 || Lr: 0.007686 || Task Loss: 0.3984 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:28 || Estimated Time: 1 day, 1:18:39
2023-07-26 10:44:02,897 semantic_segmentation INFO: Iters: 98180/150000 || Lr: 0.007684 || Task Loss: 0.3545 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:45 || Estimated Time: 1 day, 1:18:21
2023-07-26 10:44:20,282 semantic_segmentation INFO: Iters: 98190/150000 || Lr: 0.007683 || Task Loss: 0.3917 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2429|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:02 || Estimated Time: 1 day, 1:18:04
2023-07-26 10:44:37,347 semantic_segmentation INFO: Iters: 98200/150000 || Lr: 0.007682 || Task Loss: 0.4407 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:19 || Estimated Time: 1 day, 1:17:46
2023-07-26 10:44:54,385 semantic_segmentation INFO: Iters: 98210/150000 || Lr: 0.007680 || Task Loss: 0.5981 || KD Loss: 0.1571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:36 || Estimated Time: 1 day, 1:17:28
2023-07-26 10:45:11,385 semantic_segmentation INFO: Iters: 98220/150000 || Lr: 0.007679 || Task Loss: 0.4142 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:53 || Estimated Time: 1 day, 1:17:10
2023-07-26 10:45:28,731 semantic_segmentation INFO: Iters: 98230/150000 || Lr: 0.007678 || Task Loss: 0.4236 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:11 || Estimated Time: 1 day, 1:16:52
2023-07-26 10:45:45,743 semantic_segmentation INFO: Iters: 98240/150000 || Lr: 0.007676 || Task Loss: 0.4369 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:28 || Estimated Time: 1 day, 1:16:34
2023-07-26 10:46:02,752 semantic_segmentation INFO: Iters: 98250/150000 || Lr: 0.007675 || Task Loss: 0.3954 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:45 || Estimated Time: 1 day, 1:16:17
2023-07-26 10:46:19,783 semantic_segmentation INFO: Iters: 98260/150000 || Lr: 0.007674 || Task Loss: 0.3624 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:02 || Estimated Time: 1 day, 1:15:59
2023-07-26 10:46:37,137 semantic_segmentation INFO: Iters: 98270/150000 || Lr: 0.007672 || Task Loss: 0.3269 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:19 || Estimated Time: 1 day, 1:15:41
2023-07-26 10:46:54,079 semantic_segmentation INFO: Iters: 98280/150000 || Lr: 0.007671 || Task Loss: 0.4753 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:36 || Estimated Time: 1 day, 1:15:23
2023-07-26 10:47:11,182 semantic_segmentation INFO: Iters: 98290/150000 || Lr: 0.007670 || Task Loss: 0.3188 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:53 || Estimated Time: 1 day, 1:15:05
2023-07-26 10:47:28,278 semantic_segmentation INFO: Iters: 98300/150000 || Lr: 0.007668 || Task Loss: 0.3997 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:00:10 || Estimated Time: 1 day, 1:14:47
2023-07-26 10:47:45,374 semantic_segmentation INFO: Iters: 98310/150000 || Lr: 0.007667 || Task Loss: 0.3392 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:00:27 || Estimated Time: 1 day, 1:14:30
2023-07-26 10:48:02,412 semantic_segmentation INFO: Iters: 98320/150000 || Lr: 0.007666 || Task Loss: 0.4602 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:00:44 || Estimated Time: 1 day, 1:14:12
2023-07-26 10:48:19,574 semantic_segmentation INFO: Iters: 98330/150000 || Lr: 0.007664 || Task Loss: 0.3595 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:01 || Estimated Time: 1 day, 1:13:54
2023-07-26 10:48:36,927 semantic_segmentation INFO: Iters: 98340/150000 || Lr: 0.007663 || Task Loss: 0.4883 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:19 || Estimated Time: 1 day, 1:13:36
2023-07-26 10:48:53,938 semantic_segmentation INFO: Iters: 98350/150000 || Lr: 0.007662 || Task Loss: 0.5367 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:36 || Estimated Time: 1 day, 1:13:18
2023-07-26 10:49:10,999 semantic_segmentation INFO: Iters: 98360/150000 || Lr: 0.007660 || Task Loss: 0.4135 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:53 || Estimated Time: 1 day, 1:13:00
2023-07-26 10:49:27,990 semantic_segmentation INFO: Iters: 98370/150000 || Lr: 0.007659 || Task Loss: 0.4013 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:10 || Estimated Time: 1 day, 1:12:43
2023-07-26 10:49:45,083 semantic_segmentation INFO: Iters: 98380/150000 || Lr: 0.007658 || Task Loss: 0.3981 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:27 || Estimated Time: 1 day, 1:12:25
2023-07-26 10:50:02,610 semantic_segmentation INFO: Iters: 98390/150000 || Lr: 0.007656 || Task Loss: 0.4291 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:44 || Estimated Time: 1 day, 1:12:07
2023-07-26 10:50:19,638 semantic_segmentation INFO: Iters: 98400/150000 || Lr: 0.007655 || Task Loss: 0.4788 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:01 || Estimated Time: 1 day, 1:11:49
2023-07-26 10:50:19,762 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:50:20,146 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-26 10:50:20,175 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.131
2023-07-26 10:50:20,188 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.153
2023-07-26 10:50:20,202 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.155
2023-07-26 10:50:20,215 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.227
2023-07-26 10:50:20,227 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.273
2023-07-26 10:50:20,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.310
2023-07-26 10:50:20,256 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.315
2023-07-26 10:50:20,269 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.355
2023-07-26 10:50:20,283 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.398
2023-07-26 10:50:20,298 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.397
2023-07-26 10:50:20,314 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.424
2023-07-26 10:50:20,327 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.435
2023-07-26 10:50:20,343 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.422
2023-07-26 10:50:20,358 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.415
2023-07-26 10:50:20,371 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.410
2023-07-26 10:50:20,383 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.403
2023-07-26 10:50:20,396 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.403
2023-07-26 10:50:20,411 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.413
2023-07-26 10:50:20,428 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.454
2023-07-26 10:50:20,443 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.439
2023-07-26 10:50:20,459 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.450
2023-07-26 10:50:20,474 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.482
2023-07-26 10:50:20,491 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.484
2023-07-26 10:50:20,507 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.483
2023-07-26 10:50:20,522 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.486
2023-07-26 10:50:20,537 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.483
2023-07-26 10:50:20,549 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.483
2023-07-26 10:50:20,565 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.471
2023-07-26 10:50:20,581 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.472
2023-07-26 10:50:20,595 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.475
2023-07-26 10:50:20,611 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.474
2023-07-26 10:50:20,626 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-26 10:50:20,641 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-26 10:50:20,656 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.513
2023-07-26 10:50:20,671 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.513
2023-07-26 10:50:20,685 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-26 10:50:20,697 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.552
2023-07-26 10:50:20,714 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.534
2023-07-26 10:50:20,727 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.531
2023-07-26 10:50:20,740 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.541
2023-07-26 10:50:20,755 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.540
2023-07-26 10:50:20,769 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.539
2023-07-26 10:50:20,782 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.539
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2023-07-26 10:50:20,825 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.548
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2023-07-26 10:50:20,852 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.911, mIoU: 0.548
2023-07-26 10:50:20,868 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.548
2023-07-26 10:50:20,884 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-26 10:50:20,899 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-26 10:50:20,913 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.914, mIoU: 0.544
2023-07-26 10:50:20,929 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.543
2023-07-26 10:50:20,945 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.549
2023-07-26 10:50:20,959 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.543
2023-07-26 10:50:20,975 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.913, mIoU: 0.543
2023-07-26 10:50:20,993 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.542
2023-07-26 10:50:21,006 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.915, mIoU: 0.544
2023-07-26 10:50:21,022 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.909, mIoU: 0.555
2023-07-26 10:50:21,036 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.909, mIoU: 0.562
2023-07-26 10:50:21,051 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.910, mIoU: 0.560
2023-07-26 10:50:21,065 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.911, mIoU: 0.559
2023-07-26 10:50:21,083 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-26 10:50:21,096 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.568
2023-07-26 10:50:21,111 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-26 10:50:21,126 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.915, mIoU: 0.568
2023-07-26 10:50:21,140 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.612
2023-07-26 10:50:21,155 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.613
2023-07-26 10:50:21,170 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.912, mIoU: 0.610
2023-07-26 10:50:21,185 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 10:50:21,198 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 10:50:21,213 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 10:50:21,242 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.631
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2023-07-26 10:50:21,272 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.900, mIoU: 0.615
2023-07-26 10:50:21,281 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.614
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2023-07-26 10:50:21,326 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.901, mIoU: 0.624
2023-07-26 10:50:21,341 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.901, mIoU: 0.624
2023-07-26 10:50:21,356 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.622
2023-07-26 10:50:21,372 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.897, mIoU: 0.606
2023-07-26 10:50:21,387 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-26 10:50:21,402 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.896, mIoU: 0.594
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2023-07-26 10:50:21,447 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.895, mIoU: 0.599
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2023-07-26 10:50:21,475 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-26 10:50:21,491 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.896, mIoU: 0.586
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2023-07-26 10:50:21,521 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.892, mIoU: 0.594
2023-07-26 10:50:21,536 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.891, mIoU: 0.593
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2023-07-26 10:50:21,821 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.601
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2023-07-26 10:50:21,890 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 10:50:21,905 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 10:50:21,919 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-26 10:50:21,932 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-26 10:50:22,000 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 10:50:22,282 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 10:50:22,293 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 10:50:22,307 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.903, mIoU: 0.615
2023-07-26 10:50:22,323 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.903, mIoU: 0.616
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2023-07-26 10:50:22,365 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.903, mIoU: 0.613
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2023-07-26 10:50:22,394 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.902, mIoU: 0.610
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2023-07-26 10:50:22,457 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-26 10:50:22,543 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.904, mIoU: 0.609
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2023-07-26 10:50:22,585 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.900, mIoU: 0.593
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2023-07-26 10:50:23,340 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-26 10:50:26,241 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.895, mIoU: 0.560
2023-07-26 10:50:26,258 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-26 10:50:26,273 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.895, mIoU: 0.560
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2023-07-26 10:50:26,318 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 10:50:26,331 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 10:50:26,348 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 10:50:26,361 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 10:50:26,376 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,392 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,405 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,421 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 10:50:26,466 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.895, mIoU: 0.565
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2023-07-26 10:50:26,496 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 10:50:26,512 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 10:50:26,527 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,542 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 10:50:26,558 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 10:50:26,573 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 10:50:26,588 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 10:50:26,602 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 10:50:26,617 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 10:50:26,630 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-26 10:50:26,660 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 10:50:26,675 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 10:50:26,690 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-26 10:50:26,705 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,718 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,733 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,746 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,756 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,770 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-26 10:50:26,784 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-26 10:50:26,799 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-26 10:50:26,814 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 10:50:26,830 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 10:50:26,846 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-26 10:50:26,861 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 10:50:26,870 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 10:50:26,881 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 10:50:26,894 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 10:50:26,908 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 10:50:26,923 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-26 10:50:26,936 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 10:50:26,951 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,967 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 10:50:26,983 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 10:50:26,998 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 10:50:27,013 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.895, mIoU: 0.568
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2023-07-26 10:50:27,041 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-26 10:50:27,096 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 10:50:27,111 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 10:50:27,125 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 10:50:27,139 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 10:50:27,153 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 10:50:27,168 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 10:50:27,177 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-26 10:50:27,205 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-26 10:50:27,219 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 10:50:27,232 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 10:50:27,245 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-26 10:50:27,258 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 10:50:27,273 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-26 10:50:27,289 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 10:50:27,304 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 10:50:27,313 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-26 10:50:27,329 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-26 10:50:27,343 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-26 10:50:27,372 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,387 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,400 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,416 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 10:50:27,429 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-26 10:50:27,461 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-26 10:50:27,492 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 10:50:27,506 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 10:50:27,519 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 10:50:27,534 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-26 10:50:27,549 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,563 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,577 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-26 10:50:27,593 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-26 10:50:27,609 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-26 10:50:27,624 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 10:50:27,636 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-26 10:50:27,650 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 10:50:27,665 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-26 10:50:27,680 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-26 10:50:27,695 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 10:50:27,710 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 10:50:27,723 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 10:50:27,738 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 10:50:27,753 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-26 10:50:27,766 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-26 10:50:27,781 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-26 10:50:27,792 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 10:50:27,807 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 10:50:27,820 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-26 10:50:27,831 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.899, mIoU: 0.593
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2023-07-26 10:50:27,859 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:27,874 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:27,890 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:27,905 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:27,914 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:27,929 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:27,945 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 10:50:27,961 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 10:50:27,976 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.900, mIoU: 0.596
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2023-07-26 10:50:28,004 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 10:50:28,062 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 10:50:28,075 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:28,088 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-26 10:50:28,103 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 10:50:28,117 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 10:50:28,132 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 10:50:28,145 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 10:50:28,160 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-26 10:50:28,175 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:28,191 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:28,203 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:28,219 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 10:50:28,234 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 10:50:28,246 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 10:50:28,261 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.900, mIoU: 0.596
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2023-07-26 10:50:28,291 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.900, mIoU: 0.596
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2023-07-26 10:50:28,319 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.900, mIoU: 0.596
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2023-07-26 10:50:28,350 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 10:50:28,367 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 10:50:28,377 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 10:50:28,392 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 10:50:28,408 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 10:50:28,420 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-26 10:50:28,435 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:28,448 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 10:50:28,464 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 10:50:28,494 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.900, mIoU: 0.595
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2023-07-26 10:50:29,001 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-26 10:50:29,100 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,115 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,129 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,144 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,159 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,175 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,189 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 10:50:29,204 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,219 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,234 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,248 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,262 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 10:50:29,277 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 10:50:29,295 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 10:50:29,310 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 10:50:29,325 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 10:50:29,335 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 10:50:29,348 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 10:50:29,363 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 10:50:29,376 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 10:50:29,391 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 10:50:29,404 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,417 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,432 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,448 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,463 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 10:50:29,478 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,491 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,506 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,519 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,533 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,549 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,564 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,579 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,594 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,609 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,622 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,637 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 10:50:29,651 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 10:50:29,664 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,677 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,691 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,707 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,722 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,735 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,750 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 10:50:29,766 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,781 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,794 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 10:50:29,807 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:29,815 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:29,830 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 10:50:29,846 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,861 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,877 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 10:50:29,892 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,907 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,922 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,937 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,950 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,964 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:29,978 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:29,993 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,008 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,020 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,033 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,045 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,059 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 10:50:30,071 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:30,084 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 10:50:30,097 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:50:30,112 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,128 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,140 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,154 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,168 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,179 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,194 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:50:30,209 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 10:50:30,224 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,239 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 10:50:30,254 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:30,269 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:30,282 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,297 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,312 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:30,329 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:30,344 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:30,359 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 10:50:30,375 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:30,388 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 10:50:30,401 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 10:50:30,414 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:30,428 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-26 10:50:30,445 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 10:50:30,457 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-26 10:50:30,470 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,485 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,499 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,514 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,530 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,545 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,559 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,575 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,588 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,603 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,619 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,633 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,650 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,663 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,679 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,694 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,707 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,720 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,736 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,751 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:30,766 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:30,781 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,792 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,805 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,819 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:30,832 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:30,847 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:30,863 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,876 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,891 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,903 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,918 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,933 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,947 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,960 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,976 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:30,992 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,005 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,021 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,037 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,051 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,065 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,080 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,096 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,113 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,127 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,141 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,153 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,169 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,181 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,194 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,209 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,224 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,237 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,252 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,267 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,282 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:31,297 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:31,309 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:31,321 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,335 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,349 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,362 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:31,375 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,391 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,405 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,418 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,433 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,449 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,464 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,480 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,493 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,506 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,522 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,537 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,552 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,567 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,579 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,592 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,604 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,619 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,635 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,649 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:31,663 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,674 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,687 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,702 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,716 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,729 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,744 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:31,758 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,773 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,786 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,801 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,814 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,830 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,845 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,858 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 10:50:31,873 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,888 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,903 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,918 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 10:50:31,932 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:31,947 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:31,962 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:50:31,976 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:50:31,991 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 10:50:32,006 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,019 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:32,032 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,045 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,062 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,075 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:32,091 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,106 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,118 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,132 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,148 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,163 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,176 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,192 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,206 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,219 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,234 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,250 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,264 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,277 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,288 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,305 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:32,320 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:32,335 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:32,348 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:32,363 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:32,378 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,393 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,408 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,422 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,437 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,450 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:32,465 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,480 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,493 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,508 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,522 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,537 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,552 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,566 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,581 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,595 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,610 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,624 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,640 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,655 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,670 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,685 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,695 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,709 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,722 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,737 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,752 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,767 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,780 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,795 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,810 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,824 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,840 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,855 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,869 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,884 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,899 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,914 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:32,927 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,942 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,957 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:32,972 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:32,985 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 10:50:33,000 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:33,015 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 10:50:33,028 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:33,042 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:33,057 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:33,069 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:33,083 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:33,096 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 10:50:33,110 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,125 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,140 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,154 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:33,169 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:33,184 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:33,197 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,210 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,225 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,238 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,251 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,266 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,281 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,295 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,311 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,324 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,337 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,353 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,368 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,381 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,396 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,410 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:33,425 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,440 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,456 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,471 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,486 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,495 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:33,511 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:33,527 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,540 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,554 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,569 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,584 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,597 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,611 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,626 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,642 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,656 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 10:50:33,671 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:50:33,688 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 10:50:33,703 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,716 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,730 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 10:50:33,745 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,759 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 10:50:33,772 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,786 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,802 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,817 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,824 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:33,838 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,851 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,864 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,875 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:33,891 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:33,905 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:33,920 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:33,932 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:33,945 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:33,960 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:33,971 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:33,986 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:33,999 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,014 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,029 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,043 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:50:34,058 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:50:34,070 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:50:34,083 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:50:34,098 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 10:50:34,112 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,127 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,142 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,155 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 10:50:34,165 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,176 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,189 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 10:50:34,200 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,215 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,228 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:34,243 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:34,258 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,273 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,287 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,302 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,317 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,332 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,348 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,362 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,377 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,392 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,408 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,421 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 10:50:34,435 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,450 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,463 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,479 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,492 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,507 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,522 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,540 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,556 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,569 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,584 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,599 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,614 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 10:50:34,629 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 10:50:34,642 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 10:50:34,655 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 10:50:34,671 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 10:50:34,686 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 10:50:34,701 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 10:50:34,716 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,732 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,748 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 10:50:34,763 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,778 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,791 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,807 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,817 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 10:50:34,830 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,845 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 10:50:34,857 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,871 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,886 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 10:50:34,901 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:34,916 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:34,931 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:34,946 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:34,960 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:34,972 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:34,987 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,000 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,014 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,030 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,043 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,058 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,071 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,086 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,101 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,117 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,132 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,147 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,160 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,173 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,188 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 10:50:35,202 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,215 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,231 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,246 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,261 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,274 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,287 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,302 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,318 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,333 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,346 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,359 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,374 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:50:35,389 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:50:35,404 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 10:50:35,419 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,434 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,449 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,464 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,479 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,495 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,510 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,524 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,540 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,553 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,569 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,584 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 10:50:35,600 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,613 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 10:50:35,628 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,643 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,659 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,672 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,687 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,701 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,716 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,731 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,746 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,761 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,774 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,789 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,805 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,818 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,832 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:35,845 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:35,855 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:35,870 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:35,886 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:35,899 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:35,915 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:35,930 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:35,943 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:35,957 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:35,972 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:35,988 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,003 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,020 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,035 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,051 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,066 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,079 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,094 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,109 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,123 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,136 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:36,149 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,163 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,178 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,193 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,207 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,220 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,235 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,249 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,262 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,278 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,294 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,309 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,324 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,338 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,353 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,369 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,384 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,400 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,413 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,429 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,443 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,456 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,469 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,484 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,499 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,514 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,528 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,539 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,552 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,567 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,583 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,595 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,610 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,626 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,640 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,653 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,668 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,683 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,696 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,711 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,724 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,736 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:36,752 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 10:50:36,767 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,782 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,797 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,810 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 10:50:36,825 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:36,839 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:36,852 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:36,867 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:36,881 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:36,896 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:36,911 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:36,924 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 10:50:36,981 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:36,995 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:37,010 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:37,027 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 10:50:37,113 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:37,126 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 10:50:37,141 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:37,155 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 10:50:37,168 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:37,183 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 10:50:37,229 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 10:50:37,260 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,274 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,289 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,302 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,316 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:37,331 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 10:50:37,347 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 10:50:37,385 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,400 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,415 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,430 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,443 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,458 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,474 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,489 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,501 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,516 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,531 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,542 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,557 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:50:37,573 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 10:50:37,588 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,601 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,613 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,628 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 10:50:37,643 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,658 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,671 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,686 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,699 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,712 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 10:50:37,727 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,741 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,756 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,771 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,787 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,800 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,815 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,828 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,843 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,858 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,870 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,884 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,901 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,916 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,932 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,946 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,959 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,975 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:37,990 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,003 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,017 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,032 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,047 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,063 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,078 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,093 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,109 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,122 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,136 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,150 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,163 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,178 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,192 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,207 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,221 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,235 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:38,250 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,264 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,278 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,293 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,308 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,323 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,338 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,353 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,369 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,382 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,395 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,410 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,426 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,439 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,454 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,470 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,485 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,500 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,515 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,529 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,544 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,557 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,570 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,583 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,597 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,609 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,624 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,639 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,652 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 10:50:38,665 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,679 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,691 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,705 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,720 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,735 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,750 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,765 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,778 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,793 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,808 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 10:50:38,821 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 10:50:38,836 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 10:50:38,852 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 10:50:38,867 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:38,880 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:38,895 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:38,911 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:38,925 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:38,940 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,953 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,968 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:38,983 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:38,998 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:39,013 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,026 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,041 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:39,056 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:39,071 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:39,087 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 10:50:39,102 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,117 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,132 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,143 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,157 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 10:50:39,169 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,182 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,199 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 10:50:39,213 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,227 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,239 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,252 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,265 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,279 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,293 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,308 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,323 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,336 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,352 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,368 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,381 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,396 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,412 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,425 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,440 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,452 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,468 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,483 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,498 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,513 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,526 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,539 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,553 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,568 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,582 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,594 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,607 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,622 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,636 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,651 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,663 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,678 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,694 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,709 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,724 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,739 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,746 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,761 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,774 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,786 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,801 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,816 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,830 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,845 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,860 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,875 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,890 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,903 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 10:50:39,917 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,933 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,949 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,965 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,980 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:39,997 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,011 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,026 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,041 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,056 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,070 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,083 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,099 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,114 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,129 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 10:50:40,144 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,159 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 10:50:40,173 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,188 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,200 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,215 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,227 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,242 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,257 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,271 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,285 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,298 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,313 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,327 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,342 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,356 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,371 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,386 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,401 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,414 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,429 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,442 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 10:50:40,457 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,472 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,487 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,503 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,517 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,532 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,541 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,556 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,569 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,584 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 10:50:40,600 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,615 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,630 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,642 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,651 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,668 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,683 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,699 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,712 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,727 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,743 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,756 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,770 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,785 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,798 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,812 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:40,825 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,839 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,853 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,867 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,879 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,893 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,908 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,922 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,937 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,949 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,963 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,979 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 10:50:40,996 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 10:50:57,852 semantic_segmentation INFO: Iters: 98410/150000 || Lr: 0.007654 || Task Loss: 0.3936 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:40 || Estimated Time: 1 day, 1:11:42
2023-07-26 10:51:14,700 semantic_segmentation INFO: Iters: 98420/150000 || Lr: 0.007652 || Task Loss: 0.4316 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:56 || Estimated Time: 1 day, 1:11:25
2023-07-26 10:51:31,848 semantic_segmentation INFO: Iters: 98430/150000 || Lr: 0.007651 || Task Loss: 0.4030 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:14 || Estimated Time: 1 day, 1:11:07
2023-07-26 10:51:48,889 semantic_segmentation INFO: Iters: 98440/150000 || Lr: 0.007650 || Task Loss: 0.4117 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:31 || Estimated Time: 1 day, 1:10:49
2023-07-26 10:52:05,958 semantic_segmentation INFO: Iters: 98450/150000 || Lr: 0.007648 || Task Loss: 0.4048 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:48 || Estimated Time: 1 day, 1:10:31
2023-07-26 10:52:23,176 semantic_segmentation INFO: Iters: 98460/150000 || Lr: 0.007647 || Task Loss: 0.5762 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:05 || Estimated Time: 1 day, 1:10:13
2023-07-26 10:52:40,305 semantic_segmentation INFO: Iters: 98470/150000 || Lr: 0.007646 || Task Loss: 0.3834 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:22 || Estimated Time: 1 day, 1:09:55
2023-07-26 10:52:57,455 semantic_segmentation INFO: Iters: 98480/150000 || Lr: 0.007644 || Task Loss: 0.5030 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:39 || Estimated Time: 1 day, 1:09:38
2023-07-26 10:53:14,561 semantic_segmentation INFO: Iters: 98490/150000 || Lr: 0.007643 || Task Loss: 0.4006 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:56 || Estimated Time: 1 day, 1:09:20
2023-07-26 10:53:31,669 semantic_segmentation INFO: Iters: 98500/150000 || Lr: 0.007642 || Task Loss: 0.5399 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:06:13 || Estimated Time: 1 day, 1:09:02
2023-07-26 10:53:48,906 semantic_segmentation INFO: Iters: 98510/150000 || Lr: 0.007640 || Task Loss: 0.2676 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:06:31 || Estimated Time: 1 day, 1:08:44
2023-07-26 10:54:06,226 semantic_segmentation INFO: Iters: 98520/150000 || Lr: 0.007639 || Task Loss: 0.4530 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:06:48 || Estimated Time: 1 day, 1:08:26
2023-07-26 10:54:23,310 semantic_segmentation INFO: Iters: 98530/150000 || Lr: 0.007638 || Task Loss: 0.4795 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:05 || Estimated Time: 1 day, 1:08:09
2023-07-26 10:54:40,456 semantic_segmentation INFO: Iters: 98540/150000 || Lr: 0.007636 || Task Loss: 0.4486 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:22 || Estimated Time: 1 day, 1:07:51
2023-07-26 10:54:57,517 semantic_segmentation INFO: Iters: 98550/150000 || Lr: 0.007635 || Task Loss: 0.4126 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:39 || Estimated Time: 1 day, 1:07:33
2023-07-26 10:55:14,719 semantic_segmentation INFO: Iters: 98560/150000 || Lr: 0.007634 || Task Loss: 0.4906 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:57 || Estimated Time: 1 day, 1:07:15
2023-07-26 10:55:31,778 semantic_segmentation INFO: Iters: 98570/150000 || Lr: 0.007632 || Task Loss: 0.4127 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:08:14 || Estimated Time: 1 day, 1:06:57
2023-07-26 10:55:48,794 semantic_segmentation INFO: Iters: 98580/150000 || Lr: 0.007631 || Task Loss: 0.3024 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:08:31 || Estimated Time: 1 day, 1:06:39
2023-07-26 10:56:05,982 semantic_segmentation INFO: Iters: 98590/150000 || Lr: 0.007630 || Task Loss: 0.3940 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:08:48 || Estimated Time: 1 day, 1:06:22
2023-07-26 10:56:23,118 semantic_segmentation INFO: Iters: 98600/150000 || Lr: 0.007628 || Task Loss: 0.3875 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:09:05 || Estimated Time: 1 day, 1:06:04
2023-07-26 10:56:40,132 semantic_segmentation INFO: Iters: 98610/150000 || Lr: 0.007627 || Task Loss: 0.4848 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:09:22 || Estimated Time: 1 day, 1:05:46
2023-07-26 10:56:57,314 semantic_segmentation INFO: Iters: 98620/150000 || Lr: 0.007626 || Task Loss: 0.4076 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:09:39 || Estimated Time: 1 day, 1:05:28
2023-07-26 10:57:14,397 semantic_segmentation INFO: Iters: 98630/150000 || Lr: 0.007624 || Task Loss: 0.3351 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:09:56 || Estimated Time: 1 day, 1:05:10
2023-07-26 10:57:31,483 semantic_segmentation INFO: Iters: 98640/150000 || Lr: 0.007623 || Task Loss: 0.4915 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:10:13 || Estimated Time: 1 day, 1:04:53
2023-07-26 10:57:48,926 semantic_segmentation INFO: Iters: 98650/150000 || Lr: 0.007622 || Task Loss: 0.3341 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:10:31 || Estimated Time: 1 day, 1:04:35
2023-07-26 10:58:06,097 semantic_segmentation INFO: Iters: 98660/150000 || Lr: 0.007620 || Task Loss: 0.6766 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:10:48 || Estimated Time: 1 day, 1:04:17
2023-07-26 10:58:23,225 semantic_segmentation INFO: Iters: 98670/150000 || Lr: 0.007619 || Task Loss: 0.5783 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:05 || Estimated Time: 1 day, 1:03:59
2023-07-26 10:58:40,400 semantic_segmentation INFO: Iters: 98680/150000 || Lr: 0.007618 || Task Loss: 0.5787 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:22 || Estimated Time: 1 day, 1:03:41
2023-07-26 10:58:57,536 semantic_segmentation INFO: Iters: 98690/150000 || Lr: 0.007616 || Task Loss: 0.3276 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:39 || Estimated Time: 1 day, 1:03:24
2023-07-26 10:59:14,647 semantic_segmentation INFO: Iters: 98700/150000 || Lr: 0.007615 || Task Loss: 0.4637 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:56 || Estimated Time: 1 day, 1:03:06
2023-07-26 10:59:31,747 semantic_segmentation INFO: Iters: 98710/150000 || Lr: 0.007614 || Task Loss: 0.3458 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:14 || Estimated Time: 1 day, 1:02:48
2023-07-26 10:59:48,912 semantic_segmentation INFO: Iters: 98720/150000 || Lr: 0.007612 || Task Loss: 0.5213 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:31 || Estimated Time: 1 day, 1:02:30
2023-07-26 11:00:06,426 semantic_segmentation INFO: Iters: 98730/150000 || Lr: 0.007611 || Task Loss: 0.4002 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:48 || Estimated Time: 1 day, 1:02:13
2023-07-26 11:00:23,485 semantic_segmentation INFO: Iters: 98740/150000 || Lr: 0.007610 || Task Loss: 0.5054 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:05 || Estimated Time: 1 day, 1:01:55
2023-07-26 11:00:40,629 semantic_segmentation INFO: Iters: 98750/150000 || Lr: 0.007608 || Task Loss: 0.3226 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:22 || Estimated Time: 1 day, 1:01:37
2023-07-26 11:00:57,750 semantic_segmentation INFO: Iters: 98760/150000 || Lr: 0.007607 || Task Loss: 0.4835 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:40 || Estimated Time: 1 day, 1:01:19
2023-07-26 11:01:15,195 semantic_segmentation INFO: Iters: 98770/150000 || Lr: 0.007605 || Task Loss: 0.4481 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:57 || Estimated Time: 1 day, 1:01:01
2023-07-26 11:01:32,257 semantic_segmentation INFO: Iters: 98780/150000 || Lr: 0.007604 || Task Loss: 0.4764 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:14 || Estimated Time: 1 day, 1:00:44
2023-07-26 11:01:49,369 semantic_segmentation INFO: Iters: 98790/150000 || Lr: 0.007603 || Task Loss: 0.3168 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:31 || Estimated Time: 1 day, 1:00:26
2023-07-26 11:02:06,564 semantic_segmentation INFO: Iters: 98800/150000 || Lr: 0.007601 || Task Loss: 0.5831 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:48 || Estimated Time: 1 day, 1:00:08
2023-07-26 11:02:23,713 semantic_segmentation INFO: Iters: 98810/150000 || Lr: 0.007600 || Task Loss: 0.6043 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:05 || Estimated Time: 1 day, 0:59:50
2023-07-26 11:02:40,722 semantic_segmentation INFO: Iters: 98820/150000 || Lr: 0.007599 || Task Loss: 0.4765 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:23 || Estimated Time: 1 day, 0:59:32
2023-07-26 11:02:57,844 semantic_segmentation INFO: Iters: 98830/150000 || Lr: 0.007597 || Task Loss: 0.3946 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:40 || Estimated Time: 1 day, 0:59:15
2023-07-26 11:03:15,183 semantic_segmentation INFO: Iters: 98840/150000 || Lr: 0.007596 || Task Loss: 0.3538 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:57 || Estimated Time: 1 day, 0:58:57
2023-07-26 11:03:32,245 semantic_segmentation INFO: Iters: 98850/150000 || Lr: 0.007595 || Task Loss: 0.4943 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:14 || Estimated Time: 1 day, 0:58:39
2023-07-26 11:03:49,266 semantic_segmentation INFO: Iters: 98860/150000 || Lr: 0.007593 || Task Loss: 0.3400 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:31 || Estimated Time: 1 day, 0:58:21
2023-07-26 11:04:06,395 semantic_segmentation INFO: Iters: 98870/150000 || Lr: 0.007592 || Task Loss: 0.4373 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:48 || Estimated Time: 1 day, 0:58:03
2023-07-26 11:04:23,578 semantic_segmentation INFO: Iters: 98880/150000 || Lr: 0.007591 || Task Loss: 0.4000 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:05 || Estimated Time: 1 day, 0:57:46
2023-07-26 11:04:40,572 semantic_segmentation INFO: Iters: 98890/150000 || Lr: 0.007589 || Task Loss: 0.3921 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:22 || Estimated Time: 1 day, 0:57:28
2023-07-26 11:04:58,012 semantic_segmentation INFO: Iters: 98900/150000 || Lr: 0.007588 || Task Loss: 0.4747 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:40 || Estimated Time: 1 day, 0:57:10
2023-07-26 11:05:15,501 semantic_segmentation INFO: Iters: 98910/150000 || Lr: 0.007587 || Task Loss: 0.3403 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:57 || Estimated Time: 1 day, 0:56:52
2023-07-26 11:05:32,616 semantic_segmentation INFO: Iters: 98920/150000 || Lr: 0.007585 || Task Loss: 0.4989 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:14 || Estimated Time: 1 day, 0:56:35
2023-07-26 11:05:49,570 semantic_segmentation INFO: Iters: 98930/150000 || Lr: 0.007584 || Task Loss: 0.4085 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:31 || Estimated Time: 1 day, 0:56:17
2023-07-26 11:06:06,769 semantic_segmentation INFO: Iters: 98940/150000 || Lr: 0.007583 || Task Loss: 0.4256 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:49 || Estimated Time: 1 day, 0:55:59
2023-07-26 11:06:24,000 semantic_segmentation INFO: Iters: 98950/150000 || Lr: 0.007581 || Task Loss: 0.2878 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:06 || Estimated Time: 1 day, 0:55:41
2023-07-26 11:06:41,168 semantic_segmentation INFO: Iters: 98960/150000 || Lr: 0.007580 || Task Loss: 0.4129 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:23 || Estimated Time: 1 day, 0:55:23
2023-07-26 11:06:58,698 semantic_segmentation INFO: Iters: 98970/150000 || Lr: 0.007579 || Task Loss: 0.3894 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:40 || Estimated Time: 1 day, 0:55:06
2023-07-26 11:07:15,818 semantic_segmentation INFO: Iters: 98980/150000 || Lr: 0.007577 || Task Loss: 0.3386 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:58 || Estimated Time: 1 day, 0:54:48
2023-07-26 11:07:33,029 semantic_segmentation INFO: Iters: 98990/150000 || Lr: 0.007576 || Task Loss: 0.3448 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:15 || Estimated Time: 1 day, 0:54:30
2023-07-26 11:07:50,224 semantic_segmentation INFO: Iters: 99000/150000 || Lr: 0.007575 || Task Loss: 0.3732 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:32 || Estimated Time: 1 day, 0:54:12
2023-07-26 11:08:07,417 semantic_segmentation INFO: Iters: 99010/150000 || Lr: 0.007573 || Task Loss: 0.4048 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:49 || Estimated Time: 1 day, 0:53:55
2023-07-26 11:08:24,613 semantic_segmentation INFO: Iters: 99020/150000 || Lr: 0.007572 || Task Loss: 0.3015 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:06 || Estimated Time: 1 day, 0:53:37
2023-07-26 11:08:41,845 semantic_segmentation INFO: Iters: 99030/150000 || Lr: 0.007571 || Task Loss: 0.5874 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:24 || Estimated Time: 1 day, 0:53:19
2023-07-26 11:08:59,239 semantic_segmentation INFO: Iters: 99040/150000 || Lr: 0.007569 || Task Loss: 0.3533 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:41 || Estimated Time: 1 day, 0:53:01
2023-07-26 11:09:16,392 semantic_segmentation INFO: Iters: 99050/150000 || Lr: 0.007568 || Task Loss: 0.3977 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:58 || Estimated Time: 1 day, 0:52:44
2023-07-26 11:09:33,546 semantic_segmentation INFO: Iters: 99060/150000 || Lr: 0.007567 || Task Loss: 0.3876 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:15 || Estimated Time: 1 day, 0:52:26
2023-07-26 11:09:50,761 semantic_segmentation INFO: Iters: 99070/150000 || Lr: 0.007565 || Task Loss: 0.4040 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:33 || Estimated Time: 1 day, 0:52:08
2023-07-26 11:10:07,951 semantic_segmentation INFO: Iters: 99080/150000 || Lr: 0.007564 || Task Loss: 0.4245 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:50 || Estimated Time: 1 day, 0:51:50
2023-07-26 11:10:25,143 semantic_segmentation INFO: Iters: 99090/150000 || Lr: 0.007563 || Task Loss: 0.5735 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:07 || Estimated Time: 1 day, 0:51:32
2023-07-26 11:10:42,256 semantic_segmentation INFO: Iters: 99100/150000 || Lr: 0.007561 || Task Loss: 0.4661 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:24 || Estimated Time: 1 day, 0:51:15
2023-07-26 11:10:59,632 semantic_segmentation INFO: Iters: 99110/150000 || Lr: 0.007560 || Task Loss: 0.4847 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:41 || Estimated Time: 1 day, 0:50:57
2023-07-26 11:11:17,054 semantic_segmentation INFO: Iters: 99120/150000 || Lr: 0.007559 || Task Loss: 0.4128 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:59 || Estimated Time: 1 day, 0:50:39
2023-07-26 11:11:34,646 semantic_segmentation INFO: Iters: 99130/150000 || Lr: 0.007557 || Task Loss: 0.2554 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:16 || Estimated Time: 1 day, 0:50:22
2023-07-26 11:11:51,757 semantic_segmentation INFO: Iters: 99140/150000 || Lr: 0.007556 || Task Loss: 0.3793 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:34 || Estimated Time: 1 day, 0:50:04
2023-07-26 11:12:09,047 semantic_segmentation INFO: Iters: 99150/150000 || Lr: 0.007555 || Task Loss: 0.3643 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:51 || Estimated Time: 1 day, 0:49:46
2023-07-26 11:12:26,271 semantic_segmentation INFO: Iters: 99160/150000 || Lr: 0.007553 || Task Loss: 0.4762 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:08 || Estimated Time: 1 day, 0:49:28
2023-07-26 11:12:43,456 semantic_segmentation INFO: Iters: 99170/150000 || Lr: 0.007552 || Task Loss: 0.3829 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:25 || Estimated Time: 1 day, 0:49:11
2023-07-26 11:13:00,703 semantic_segmentation INFO: Iters: 99180/150000 || Lr: 0.007551 || Task Loss: 0.4831 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:42 || Estimated Time: 1 day, 0:48:53
2023-07-26 11:13:17,882 semantic_segmentation INFO: Iters: 99190/150000 || Lr: 0.007549 || Task Loss: 0.6012 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:00 || Estimated Time: 1 day, 0:48:35
2023-07-26 11:13:35,277 semantic_segmentation INFO: Iters: 99200/150000 || Lr: 0.007548 || Task Loss: 0.3280 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:17 || Estimated Time: 1 day, 0:48:17
2023-07-26 11:13:35,402 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 11:13:35,788 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.092
2023-07-26 11:13:35,811 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.131
2023-07-26 11:13:35,823 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.155
2023-07-26 11:13:35,836 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.157
2023-07-26 11:13:35,850 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.228
2023-07-26 11:13:35,862 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.952, mIoU: 0.274
2023-07-26 11:13:35,876 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.316
2023-07-26 11:13:35,890 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.321
2023-07-26 11:13:35,902 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.359
2023-07-26 11:13:35,915 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.398
2023-07-26 11:13:35,929 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.399
2023-07-26 11:13:35,943 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.929, mIoU: 0.400
2023-07-26 11:13:35,955 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.890, mIoU: 0.380
2023-07-26 11:13:35,969 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.365
2023-07-26 11:13:35,983 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.358
2023-07-26 11:13:35,995 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.353
2023-07-26 11:13:36,006 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.897, mIoU: 0.351
2023-07-26 11:13:36,019 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.900, mIoU: 0.352
2023-07-26 11:13:36,033 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.903, mIoU: 0.362
2023-07-26 11:13:36,049 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.904, mIoU: 0.406
2023-07-26 11:13:36,063 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.413
2023-07-26 11:13:36,078 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.425
2023-07-26 11:13:36,092 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.444
2023-07-26 11:13:36,108 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.438
2023-07-26 11:13:36,123 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.909, mIoU: 0.441
2023-07-26 11:13:36,137 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.443
2023-07-26 11:13:36,151 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.443
2023-07-26 11:13:36,162 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.909, mIoU: 0.444
2023-07-26 11:13:36,177 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.434
2023-07-26 11:13:36,191 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.907, mIoU: 0.434
2023-07-26 11:13:36,205 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.437
2023-07-26 11:13:36,220 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.910, mIoU: 0.437
2023-07-26 11:13:36,234 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.913, mIoU: 0.445
2023-07-26 11:13:36,249 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.913, mIoU: 0.444
2023-07-26 11:13:36,264 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.913, mIoU: 0.467
2023-07-26 11:13:36,278 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.468
2023-07-26 11:13:36,291 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.916, mIoU: 0.467
2023-07-26 11:13:36,304 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.509
2023-07-26 11:13:36,320 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.508
2023-07-26 11:13:36,333 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.916, mIoU: 0.507
2023-07-26 11:13:36,346 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.531
2023-07-26 11:13:36,361 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-26 11:13:36,375 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.529
2023-07-26 11:13:36,389 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.530
2023-07-26 11:13:36,405 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.537
2023-07-26 11:13:36,421 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.541
2023-07-26 11:13:36,434 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.547
2023-07-26 11:13:36,448 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.548
2023-07-26 11:13:36,462 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.549
2023-07-26 11:13:36,479 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.547
2023-07-26 11:13:36,495 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.543
2023-07-26 11:13:36,511 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.543
2023-07-26 11:13:36,524 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.541
2023-07-26 11:13:36,541 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.543
2023-07-26 11:13:36,556 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.548
2023-07-26 11:13:36,570 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.544
2023-07-26 11:13:36,586 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.541
2023-07-26 11:13:36,603 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.530
2023-07-26 11:13:36,616 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-26 11:13:36,632 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.577
2023-07-26 11:13:36,645 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-26 11:13:36,661 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.917, mIoU: 0.572
2023-07-26 11:13:36,674 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.570
2023-07-26 11:13:36,692 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.576
2023-07-26 11:13:36,705 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-26 11:13:36,720 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.566
2023-07-26 11:13:36,735 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-26 11:13:36,748 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-26 11:13:36,763 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-26 11:13:36,778 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.598
2023-07-26 11:13:36,794 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.613
2023-07-26 11:13:36,808 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.613
2023-07-26 11:13:36,823 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.610
2023-07-26 11:13:36,838 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.609
2023-07-26 11:13:36,853 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.627
2023-07-26 11:13:36,869 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 11:13:36,884 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 11:13:36,894 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 11:13:36,910 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-26 11:13:36,926 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.611
2023-07-26 11:13:36,940 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-26 11:13:36,955 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-26 11:13:36,971 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:36,986 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:37,002 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.896, mIoU: 0.588
2023-07-26 11:13:37,017 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-26 11:13:37,032 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-26 11:13:37,047 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-26 11:13:37,062 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:37,075 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:37,090 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:37,106 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:37,120 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-26 11:13:37,135 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.896, mIoU: 0.612
2023-07-26 11:13:37,150 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.894, mIoU: 0.611
2023-07-26 11:13:37,165 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.894, mIoU: 0.612
2023-07-26 11:13:37,178 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.895, mIoU: 0.612
2023-07-26 11:13:37,191 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.896, mIoU: 0.613
2023-07-26 11:13:37,206 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.897, mIoU: 0.612
2023-07-26 11:13:37,219 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.897, mIoU: 0.612
2023-07-26 11:13:37,235 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.898, mIoU: 0.611
2023-07-26 11:13:37,250 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.898, mIoU: 0.609
2023-07-26 11:13:37,264 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.898, mIoU: 0.610
2023-07-26 11:13:37,279 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.609
2023-07-26 11:13:37,295 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.897, mIoU: 0.603
2023-07-26 11:13:37,308 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.898, mIoU: 0.605
2023-07-26 11:13:37,323 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.897, mIoU: 0.605
2023-07-26 11:13:37,339 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.898, mIoU: 0.606
2023-07-26 11:13:37,353 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.898, mIoU: 0.606
2023-07-26 11:13:37,366 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.898, mIoU: 0.605
2023-07-26 11:13:37,380 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.898, mIoU: 0.609
2023-07-26 11:13:37,393 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.899, mIoU: 0.610
2023-07-26 11:13:37,409 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 11:13:37,424 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-26 11:13:37,439 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-26 11:13:37,452 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-26 11:13:37,465 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 11:13:37,480 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:37,493 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.603
2023-07-26 11:13:37,508 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:37,523 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:37,536 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:37,549 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:37,564 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-26 11:13:37,579 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 11:13:37,588 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 11:13:37,600 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.899, mIoU: 0.599
2023-07-26 11:13:37,615 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 11:13:37,624 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 11:13:37,638 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:37,653 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:37,669 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:37,682 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:37,698 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 11:13:37,711 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 11:13:37,724 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-26 11:13:37,739 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 11:13:37,753 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 11:13:37,768 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 11:13:37,781 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-26 11:13:37,796 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-26 11:13:37,812 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 11:13:37,827 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-26 11:13:37,843 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 11:13:37,858 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 11:13:37,873 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 11:13:37,888 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:37,903 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:37,913 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 11:13:37,929 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-26 11:13:37,944 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.899, mIoU: 0.613
2023-07-26 11:13:37,957 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.899, mIoU: 0.612
2023-07-26 11:13:37,972 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 11:13:37,985 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 11:13:37,998 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 11:13:38,013 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 11:13:38,029 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 11:13:38,045 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 11:13:38,060 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 11:13:38,075 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.900, mIoU: 0.615
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2023-07-26 11:13:40,979 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.895, mIoU: 0.587
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2023-07-26 11:13:41,006 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.896, mIoU: 0.587
2023-07-26 11:13:41,018 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 11:13:41,033 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.892, mIoU: 0.581
2023-07-26 11:13:41,049 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.890, mIoU: 0.575
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2023-07-26 11:13:41,092 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-26 11:13:41,106 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-26 11:13:41,122 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.891, mIoU: 0.574
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2023-07-26 11:13:41,213 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-26 11:13:41,229 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-26 11:13:41,244 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-26 11:13:41,260 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.891, mIoU: 0.569
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2023-07-26 11:13:41,321 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.891, mIoU: 0.569
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2023-07-26 11:13:41,394 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.892, mIoU: 0.570
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2023-07-26 11:13:41,453 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-26 11:13:41,672 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-26 11:13:41,685 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-26 11:13:41,716 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 11:13:41,731 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 11:13:41,744 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-26 11:13:41,827 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.892, mIoU: 0.570
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2023-07-26 11:13:41,870 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-26 11:13:41,900 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-26 11:13:41,929 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.892, mIoU: 0.571
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2023-07-26 11:13:41,975 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-26 11:13:41,989 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.892, mIoU: 0.577
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2023-07-26 11:13:42,434 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-26 11:13:42,450 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-26 11:13:42,466 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-26 11:13:42,483 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-26 11:13:42,498 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-26 11:13:42,507 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-26 11:13:42,517 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.892, mIoU: 0.574
2023-07-26 11:13:42,530 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.892, mIoU: 0.575
2023-07-26 11:13:42,543 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-26 11:13:42,558 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-26 11:13:42,571 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-26 11:13:42,585 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-26 11:13:42,601 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.893, mIoU: 0.578
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2023-07-26 11:13:42,631 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.893, mIoU: 0.578
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2023-07-26 11:13:42,673 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.893, mIoU: 0.580
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2023-07-26 11:13:42,700 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.893, mIoU: 0.581
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2023-07-26 11:13:42,742 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.894, mIoU: 0.582
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2023-07-26 11:13:42,801 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 11:13:42,811 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-26 11:13:42,825 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-26 11:13:42,840 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-26 11:13:42,855 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-26 11:13:42,868 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.895, mIoU: 0.587
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2023-07-26 11:13:42,895 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 11:13:42,910 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-26 11:13:42,926 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 11:13:42,940 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 11:13:42,949 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-26 11:13:42,964 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-26 11:13:42,979 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.896, mIoU: 0.590
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2023-07-26 11:13:43,007 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 11:13:43,022 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 11:13:43,036 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 11:13:43,051 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.896, mIoU: 0.592
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2023-07-26 11:13:43,095 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.897, mIoU: 0.593
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2023-07-26 11:13:43,126 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:43,140 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.593
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2023-07-26 11:13:43,227 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.595
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2023-07-26 11:13:43,258 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-26 11:13:43,271 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-26 11:13:43,286 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.895, mIoU: 0.589
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2023-07-26 11:13:43,855 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:43,870 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:43,883 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:43,899 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 11:13:43,914 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:43,929 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:43,944 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:43,957 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:43,972 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:43,987 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:44,004 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,014 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,029 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.896, mIoU: 0.599
2023-07-26 11:13:44,045 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,057 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,072 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,085 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,100 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,115 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,130 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,143 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,155 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,169 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 11:13:44,184 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:44,199 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,215 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,229 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,244 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,258 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 11:13:44,273 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 11:13:44,288 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 11:13:44,301 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 11:13:44,316 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-26 11:13:44,331 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,346 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,361 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,376 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,388 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,403 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,418 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,433 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,448 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,464 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,476 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:44,491 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:44,506 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,521 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,534 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,549 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,563 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,579 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:44,593 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.898, mIoU: 0.603
2023-07-26 11:13:44,609 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:44,624 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:44,638 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:44,653 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:44,668 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:44,681 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:44,696 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,711 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:44,725 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:44,738 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:44,754 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,767 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,782 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,797 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:44,813 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:44,828 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:44,843 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:44,858 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,873 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,888 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.899, mIoU: 0.607
2023-07-26 11:13:44,902 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.899, mIoU: 0.607
2023-07-26 11:13:44,917 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.899, mIoU: 0.607
2023-07-26 11:13:44,935 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.899, mIoU: 0.607
2023-07-26 11:13:44,950 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,966 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:44,976 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:44,989 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,004 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,018 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,032 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,045 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,058 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,074 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,090 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,105 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 11:13:45,121 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,134 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,148 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,161 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,176 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,190 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:45,206 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,221 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:45,236 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,251 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,264 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 11:13:45,279 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.899, mIoU: 0.605
2023-07-26 11:13:45,294 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,307 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,320 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,335 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,351 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:45,366 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,379 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,394 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,410 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,425 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,438 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:45,451 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,458 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,474 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:45,489 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:45,504 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:45,520 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:45,534 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,549 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-26 11:13:45,565 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,580 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,593 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,608 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,622 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,637 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,653 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,665 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,678 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:45,691 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:45,706 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:45,719 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 11:13:45,732 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 11:13:45,745 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-26 11:13:45,759 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 11:13:45,775 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 11:13:45,787 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-26 11:13:45,801 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,814 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,826 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,841 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,857 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,872 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,887 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 11:13:45,902 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 11:13:45,917 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-26 11:13:45,931 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 11:13:45,946 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 11:13:45,962 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-26 11:13:45,979 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 11:13:45,995 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,010 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,025 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,038 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,051 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,064 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:46,079 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:46,095 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,108 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,121 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,135 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:46,150 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:46,164 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:46,179 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,194 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,207 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:46,222 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:46,235 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 11:13:46,249 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:46,264 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:46,278 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:46,295 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,308 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,323 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,339 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,351 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,365 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,380 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,396 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,411 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,427 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:46,439 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,453 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,468 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,482 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-26 11:13:46,497 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 11:13:46,515 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 11:13:46,529 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,544 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,557 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,573 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,588 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,601 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,614 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,630 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,645 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:46,658 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,674 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 11:13:46,689 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 11:13:46,703 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 11:13:46,716 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 11:13:46,731 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,747 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,764 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,777 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,791 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,804 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,820 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,833 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,846 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,861 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,877 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,890 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,906 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 11:13:46,921 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:46,937 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:46,953 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:46,966 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:46,978 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:46,992 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,006 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,019 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,032 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,048 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,062 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,075 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,090 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,106 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,121 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,137 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,150 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,164 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 11:13:47,179 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 11:13:47,194 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 11:13:47,210 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 11:13:47,225 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 11:13:47,238 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 11:13:47,251 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,262 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,278 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,294 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-26 11:13:47,308 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 11:13:47,322 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 11:13:47,333 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,346 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,361 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,376 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,389 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,404 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,417 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,433 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,446 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,461 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,474 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 11:13:47,490 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 11:13:47,506 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 11:13:47,519 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 11:13:47,535 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,551 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,566 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,581 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,597 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,612 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-26 11:13:47,627 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,642 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,657 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-26 11:13:47,671 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 11:13:47,684 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 11:13:47,698 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 11:13:47,711 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 11:13:47,727 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 11:13:47,740 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-26 11:13:47,756 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:47,771 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,782 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,797 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,812 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,827 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,840 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,855 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,870 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,883 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,897 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,913 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,928 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:47,941 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,953 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:47,970 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:47,985 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,000 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,013 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 11:13:48,028 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,044 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:48,059 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:48,074 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:48,087 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 11:13:48,103 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,116 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,131 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:48,145 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:48,159 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,174 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:48,187 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:48,203 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,218 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,233 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,248 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,263 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,277 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,292 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,308 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,322 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,338 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,353 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,362 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,376 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,390 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,405 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,420 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,435 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,449 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,464 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-26 11:13:48,479 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-26 11:13:48,494 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,510 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,526 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,540 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,556 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,571 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,587 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,600 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,615 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,631 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,646 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,660 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,675 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-26 11:13:48,689 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-26 11:13:48,702 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 11:13:48,716 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,731 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,744 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,758 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-26 11:13:48,771 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 11:13:48,785 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 11:13:48,800 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 11:13:48,814 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:48,829 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:48,844 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:48,859 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,871 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,884 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:48,900 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,913 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,927 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,942 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,957 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,973 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:48,989 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,002 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,015 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,032 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,047 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,061 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,077 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,090 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,106 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,120 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,136 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,151 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,165 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,174 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 11:13:49,190 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 11:13:49,205 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-26 11:13:49,218 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,233 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,247 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,262 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,275 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,290 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,305 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,321 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 11:13:49,337 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,352 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-26 11:13:49,369 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,385 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,398 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,414 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,429 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,444 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-26 11:13:49,457 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 11:13:49,472 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 11:13:49,488 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,503 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 11:13:49,510 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-26 11:13:49,523 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,537 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,549 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 11:13:49,560 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,575 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,590 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,605 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,616 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,629 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,644 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,655 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,670 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,683 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,698 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,712 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,728 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,743 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,754 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,767 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,782 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:49,797 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,812 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,827 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,840 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,850 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,861 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,874 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,886 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:49,901 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:49,915 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:49,930 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:49,946 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,962 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-26 11:13:49,976 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:49,992 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,007 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,022 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,038 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,052 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,067 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,082 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,098 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,111 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,124 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,139 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,152 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,168 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,181 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,196 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,210 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,228 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,243 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,256 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,271 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,286 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-26 11:13:50,301 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,316 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,329 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,342 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,357 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,372 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,387 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,402 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,417 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,433 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,448 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,463 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,476 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,492 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-26 11:13:50,502 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,515 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,531 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 11:13:50,543 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,558 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-26 11:13:50,574 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,589 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,605 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,621 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,636 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,651 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,663 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,679 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,692 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,707 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,722 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,735 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,750 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,763 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,778 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,793 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,808 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,823 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,837 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,850 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,862 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,877 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,890 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,903 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,918 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,933 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,949 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,962 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-26 11:13:50,975 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-26 11:13:50,991 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,006 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,022 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,035 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,049 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,064 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,079 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,095 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,110 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,125 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,140 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,154 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,169 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,184 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-26 11:13:51,199 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.599
2023-07-26 11:13:51,213 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,228 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,241 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,256 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-26 11:13:51,270 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,285 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,298 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,312 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,327 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,343 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,356 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,371 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,387 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,401 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,417 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,432 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,447 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,460 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,475 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,491 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,504 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,519 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,532 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,541 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,556 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:51,571 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,584 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,600 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,615 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,628 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,641 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,656 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,671 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,686 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,702 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,717 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,733 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,748 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,761 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,776 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,790 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,805 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,817 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,830 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,845 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,860 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,875 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,890 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,902 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,918 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:51,931 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,945 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,960 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,976 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:51,991 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,006 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,020 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,035 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,050 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,065 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,080 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,093 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,109 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,122 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,135 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,148 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,163 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,178 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,193 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,208 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,218 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,232 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,248 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,263 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,276 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,291 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,307 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,321 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,335 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,349 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,364 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.898, mIoU: 0.599
2023-07-26 11:13:52,377 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,392 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,405 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-26 11:13:52,419 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,434 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,449 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,464 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,479 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,493 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,508 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,523 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,536 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,551 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.899, mIoU: 0.600
2023-07-26 11:13:52,567 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,582 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,597 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,610 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,623 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,638 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,653 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,667 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:52,679 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,694 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,711 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,724 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,734 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,749 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:52,764 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:52,779 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:52,795 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,808 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,822 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-26 11:13:52,837 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,850 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:52,865 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:52,880 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,895 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,911 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,926 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,941 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,955 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:52,970 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:52,983 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:52,997 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,013 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,028 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,041 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:53,056 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-26 11:13:53,067 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,082 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,098 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,112 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,125 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,140 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,156 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,171 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,183 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,199 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,214 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,225 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,240 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,256 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,271 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,284 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.602
2023-07-26 11:13:53,297 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:53,313 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 11:13:53,328 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:53,343 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:53,357 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,373 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.897, mIoU: 0.601
2023-07-26 11:13:53,386 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,399 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,414 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,429 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,444 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 11:13:53,459 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,476 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,489 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,504 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,518 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,533 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,547 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,560 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,573 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,589 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,604 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,620 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,634 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,647 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,662 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.897, mIoU: 0.599
2023-07-26 11:13:53,678 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:53,691 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:53,705 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:53,720 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,735 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,750 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,765 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:53,780 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-26 11:13:53,796 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,809 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,822 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,837 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,850 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,864 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,879 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,893 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,907 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-26 11:13:53,922 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:53,936 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:53,950 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:53,964 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:53,978 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:53,992 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,008 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,022 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,037 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,053 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,066 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,079 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,094 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,110 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,123 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,138 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,154 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,169 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,184 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,198 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,213 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,228 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,241 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:54,254 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,267 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,280 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,293 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,308 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,323 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,336 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,348 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,363 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,374 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,388 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,403 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,419 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,434 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,450 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,463 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,479 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-26 11:13:54,494 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,508 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,523 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,539 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:54,555 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,569 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,585 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,601 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,615 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,630 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,642 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,657 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,672 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,687 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,702 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:54,714 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:54,729 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,743 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.896, mIoU: 0.595
2023-07-26 11:13:54,758 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,773 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,787 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,802 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,817 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,828 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,843 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,856 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,870 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,887 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,903 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,917 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:54,930 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,944 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,958 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,973 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:54,988 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,003 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,018 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,031 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,046 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,061 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,075 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:55,089 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,105 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,118 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:55,133 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:55,145 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:55,161 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-26 11:13:55,176 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,191 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,206 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,219 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,233 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,247 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,262 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.896, mIoU: 0.594
2023-07-26 11:13:55,276 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,290 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,303 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,318 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,333 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,348 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,361 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,375 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,392 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,408 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,423 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,438 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,446 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,461 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,474 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,487 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,503 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,518 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-26 11:13:55,533 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,549 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,565 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,580 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,596 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,609 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,625 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,641 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,656 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,672 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,686 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,703 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,716 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,731 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,745 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,760 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,773 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,786 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,801 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,815 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,830 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:55,845 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-26 11:13:55,859 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,874 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,890 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,903 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,918 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,931 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,946 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,962 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,978 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:55,993 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,006 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,021 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,036 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,052 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,067 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,082 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,098 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,113 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,126 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,141 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,154 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,170 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,185 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,200 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,216 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-26 11:13:56,231 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,245 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,255 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,270 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,283 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,298 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,313 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,328 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-26 11:13:56,343 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,354 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,364 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,380 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,395 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,410 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,423 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,438 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.594
2023-07-26 11:13:56,454 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,468 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,483 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,498 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,513 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,529 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,542 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,557 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,573 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,588 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,601 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,616 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,631 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-26 11:13:56,645 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 11:13:56,661 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 11:13:56,674 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 11:13:56,688 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 11:13:56,702 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-26 11:13:56,719 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-26 11:14:13,767 semantic_segmentation INFO: Iters: 99210/150000 || Lr: 0.007547 || Task Loss: 0.4338 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:56 || Estimated Time: 1 day, 0:48:11
2023-07-26 11:14:30,869 semantic_segmentation INFO: Iters: 99220/150000 || Lr: 0.007545 || Task Loss: 0.4742 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:13 || Estimated Time: 1 day, 0:47:53
2023-07-26 11:14:48,005 semantic_segmentation INFO: Iters: 99230/150000 || Lr: 0.007544 || Task Loss: 0.3355 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:30 || Estimated Time: 1 day, 0:47:35
2023-07-26 11:15:05,204 semantic_segmentation INFO: Iters: 99240/150000 || Lr: 0.007543 || Task Loss: 0.4392 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:47 || Estimated Time: 1 day, 0:47:17
2023-07-26 11:15:22,888 semantic_segmentation INFO: Iters: 99250/150000 || Lr: 0.007541 || Task Loss: 0.3095 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:05 || Estimated Time: 1 day, 0:47:00
2023-07-26 11:15:40,109 semantic_segmentation INFO: Iters: 99260/150000 || Lr: 0.007540 || Task Loss: 0.3475 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:22 || Estimated Time: 1 day, 0:46:42
2023-07-26 11:15:57,785 semantic_segmentation INFO: Iters: 99270/150000 || Lr: 0.007539 || Task Loss: 0.4942 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:40 || Estimated Time: 1 day, 0:46:24
2023-07-26 11:16:14,915 semantic_segmentation INFO: Iters: 99280/150000 || Lr: 0.007537 || Task Loss: 0.4510 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:57 || Estimated Time: 1 day, 0:46:06
2023-07-26 11:16:32,135 semantic_segmentation INFO: Iters: 99290/150000 || Lr: 0.007536 || Task Loss: 0.3600 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:14 || Estimated Time: 1 day, 0:45:49
2023-07-26 11:16:49,417 semantic_segmentation INFO: Iters: 99300/150000 || Lr: 0.007535 || Task Loss: 0.4302 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:31 || Estimated Time: 1 day, 0:45:31
2023-07-26 11:17:06,660 semantic_segmentation INFO: Iters: 99310/150000 || Lr: 0.007533 || Task Loss: 0.5256 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:48 || Estimated Time: 1 day, 0:45:13
2023-07-26 11:17:23,859 semantic_segmentation INFO: Iters: 99320/150000 || Lr: 0.007532 || Task Loss: 0.3390 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:06 || Estimated Time: 1 day, 0:44:55
2023-07-26 11:17:41,123 semantic_segmentation INFO: Iters: 99330/150000 || Lr: 0.007531 || Task Loss: 0.4036 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:23 || Estimated Time: 1 day, 0:44:38
2023-07-26 11:17:58,337 semantic_segmentation INFO: Iters: 99340/150000 || Lr: 0.007529 || Task Loss: 0.4260 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:40 || Estimated Time: 1 day, 0:44:20
2023-07-26 11:18:15,547 semantic_segmentation INFO: Iters: 99350/150000 || Lr: 0.007528 || Task Loss: 0.4786 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:57 || Estimated Time: 1 day, 0:44:02
2023-07-26 11:18:32,783 semantic_segmentation INFO: Iters: 99360/150000 || Lr: 0.007527 || Task Loss: 0.3672 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:15 || Estimated Time: 1 day, 0:43:44
2023-07-26 11:18:50,134 semantic_segmentation INFO: Iters: 99370/150000 || Lr: 0.007525 || Task Loss: 0.4503 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:32 || Estimated Time: 1 day, 0:43:27
2023-07-26 11:19:07,279 semantic_segmentation INFO: Iters: 99380/150000 || Lr: 0.007524 || Task Loss: 0.5099 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:49 || Estimated Time: 1 day, 0:43:09
2023-07-26 11:19:24,619 semantic_segmentation INFO: Iters: 99390/150000 || Lr: 0.007523 || Task Loss: 0.5349 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:32:06 || Estimated Time: 1 day, 0:42:51
2023-07-26 11:19:41,780 semantic_segmentation INFO: Iters: 99400/150000 || Lr: 0.007521 || Task Loss: 0.5440 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:32:24 || Estimated Time: 1 day, 0:42:33
2023-07-26 11:19:59,557 semantic_segmentation INFO: Iters: 99410/150000 || Lr: 0.007520 || Task Loss: 0.4629 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:32:41 || Estimated Time: 1 day, 0:42:16
2023-07-26 11:20:16,617 semantic_segmentation INFO: Iters: 99420/150000 || Lr: 0.007519 || Task Loss: 0.4576 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:32:58 || Estimated Time: 1 day, 0:41:58
2023-07-26 11:20:33,895 semantic_segmentation INFO: Iters: 99430/150000 || Lr: 0.007517 || Task Loss: 0.3207 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:16 || Estimated Time: 1 day, 0:41:40
2023-07-26 11:20:51,105 semantic_segmentation INFO: Iters: 99440/150000 || Lr: 0.007516 || Task Loss: 0.5022 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:33 || Estimated Time: 1 day, 0:41:23
2023-07-26 11:21:08,317 semantic_segmentation INFO: Iters: 99450/150000 || Lr: 0.007515 || Task Loss: 0.4397 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:50 || Estimated Time: 1 day, 0:41:05
2023-07-26 11:21:25,691 semantic_segmentation INFO: Iters: 99460/150000 || Lr: 0.007513 || Task Loss: 0.5069 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:07 || Estimated Time: 1 day, 0:40:47
2023-07-26 11:21:42,913 semantic_segmentation INFO: Iters: 99470/150000 || Lr: 0.007512 || Task Loss: 0.2981 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:25 || Estimated Time: 1 day, 0:40:29
2023-07-26 11:21:59,992 semantic_segmentation INFO: Iters: 99480/150000 || Lr: 0.007511 || Task Loss: 0.3962 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:42 || Estimated Time: 1 day, 0:40:12
2023-07-26 11:22:17,420 semantic_segmentation INFO: Iters: 99490/150000 || Lr: 0.007509 || Task Loss: 0.3691 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:59 || Estimated Time: 1 day, 0:39:54
2023-07-26 11:22:34,816 semantic_segmentation INFO: Iters: 99500/150000 || Lr: 0.007508 || Task Loss: 0.6044 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:17 || Estimated Time: 1 day, 0:39:36
2023-07-26 11:22:52,152 semantic_segmentation INFO: Iters: 99510/150000 || Lr: 0.007507 || Task Loss: 0.3583 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:34 || Estimated Time: 1 day, 0:39:19
2023-07-26 11:23:09,400 semantic_segmentation INFO: Iters: 99520/150000 || Lr: 0.007505 || Task Loss: 0.4940 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:51 || Estimated Time: 1 day, 0:39:01
2023-07-26 11:23:26,928 semantic_segmentation INFO: Iters: 99530/150000 || Lr: 0.007504 || Task Loss: 0.4009 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:09 || Estimated Time: 1 day, 0:38:43
2023-07-26 11:23:44,158 semantic_segmentation INFO: Iters: 99540/150000 || Lr: 0.007503 || Task Loss: 0.2422 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:26 || Estimated Time: 1 day, 0:38:25
2023-07-26 11:24:01,364 semantic_segmentation INFO: Iters: 99550/150000 || Lr: 0.007501 || Task Loss: 0.4912 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:43 || Estimated Time: 1 day, 0:38:08
2023-07-26 11:24:18,928 semantic_segmentation INFO: Iters: 99560/150000 || Lr: 0.007500 || Task Loss: 0.4339 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:01 || Estimated Time: 1 day, 0:37:50
2023-07-26 11:24:36,147 semantic_segmentation INFO: Iters: 99570/150000 || Lr: 0.007499 || Task Loss: 0.3577 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:18 || Estimated Time: 1 day, 0:37:32
2023-07-26 11:24:53,377 semantic_segmentation INFO: Iters: 99580/150000 || Lr: 0.007497 || Task Loss: 0.3711 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:35 || Estimated Time: 1 day, 0:37:15
2023-07-26 11:25:10,671 semantic_segmentation INFO: Iters: 99590/150000 || Lr: 0.007496 || Task Loss: 0.5546 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:52 || Estimated Time: 1 day, 0:36:57
2023-07-26 11:25:27,988 semantic_segmentation INFO: Iters: 99600/150000 || Lr: 0.007495 || Task Loss: 0.3574 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:10 || Estimated Time: 1 day, 0:36:39
2023-07-26 11:25:45,330 semantic_segmentation INFO: Iters: 99610/150000 || Lr: 0.007493 || Task Loss: 0.4499 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:27 || Estimated Time: 1 day, 0:36:21
2023-07-26 11:26:03,004 semantic_segmentation INFO: Iters: 99620/150000 || Lr: 0.007492 || Task Loss: 0.5759 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:45 || Estimated Time: 1 day, 0:36:04
2023-07-26 11:26:20,178 semantic_segmentation INFO: Iters: 99630/150000 || Lr: 0.007490 || Task Loss: 0.4958 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:02 || Estimated Time: 1 day, 0:35:46
2023-07-26 11:26:37,421 semantic_segmentation INFO: Iters: 99640/150000 || Lr: 0.007489 || Task Loss: 0.5390 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:19 || Estimated Time: 1 day, 0:35:28
2023-07-26 11:26:54,803 semantic_segmentation INFO: Iters: 99650/150000 || Lr: 0.007488 || Task Loss: 0.4338 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:37 || Estimated Time: 1 day, 0:35:11
2023-07-26 11:27:12,030 semantic_segmentation INFO: Iters: 99660/150000 || Lr: 0.007486 || Task Loss: 0.4873 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:54 || Estimated Time: 1 day, 0:34:53
2023-07-26 11:27:29,516 semantic_segmentation INFO: Iters: 99670/150000 || Lr: 0.007485 || Task Loss: 0.3662 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:11 || Estimated Time: 1 day, 0:34:35
2023-07-26 11:27:46,831 semantic_segmentation INFO: Iters: 99680/150000 || Lr: 0.007484 || Task Loss: 0.4997 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:29 || Estimated Time: 1 day, 0:34:18
2023-07-26 11:28:04,059 semantic_segmentation INFO: Iters: 99690/150000 || Lr: 0.007482 || Task Loss: 0.5089 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:46 || Estimated Time: 1 day, 0:34:00
2023-07-26 11:28:21,262 semantic_segmentation INFO: Iters: 99700/150000 || Lr: 0.007481 || Task Loss: 0.4628 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:03 || Estimated Time: 1 day, 0:33:42
2023-07-26 11:28:38,540 semantic_segmentation INFO: Iters: 99710/150000 || Lr: 0.007480 || Task Loss: 0.5654 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:20 || Estimated Time: 1 day, 0:33:24
2023-07-26 11:28:55,838 semantic_segmentation INFO: Iters: 99720/150000 || Lr: 0.007478 || Task Loss: 0.3524 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:38 || Estimated Time: 1 day, 0:33:07
2023-07-26 11:29:13,060 semantic_segmentation INFO: Iters: 99730/150000 || Lr: 0.007477 || Task Loss: 0.4812 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:55 || Estimated Time: 1 day, 0:32:49
2023-07-26 11:29:30,471 semantic_segmentation INFO: Iters: 99740/150000 || Lr: 0.007476 || Task Loss: 0.4221 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:12 || Estimated Time: 1 day, 0:32:31
2023-07-26 11:29:48,031 semantic_segmentation INFO: Iters: 99750/150000 || Lr: 0.007474 || Task Loss: 0.4806 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:30 || Estimated Time: 1 day, 0:32:14
2023-07-26 11:30:05,260 semantic_segmentation INFO: Iters: 99760/150000 || Lr: 0.007473 || Task Loss: 0.4318 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:47 || Estimated Time: 1 day, 0:31:56
2023-07-26 11:30:22,464 semantic_segmentation INFO: Iters: 99770/150000 || Lr: 0.007472 || Task Loss: 0.5532 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:04 || Estimated Time: 1 day, 0:31:38
2023-07-26 11:30:39,692 semantic_segmentation INFO: Iters: 99780/150000 || Lr: 0.007470 || Task Loss: 0.3436 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:21 || Estimated Time: 1 day, 0:31:20
2023-07-26 11:30:56,960 semantic_segmentation INFO: Iters: 99790/150000 || Lr: 0.007469 || Task Loss: 0.5044 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:39 || Estimated Time: 1 day, 0:31:03
2023-07-26 11:31:14,207 semantic_segmentation INFO: Iters: 99800/150000 || Lr: 0.007468 || Task Loss: 0.3780 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:56 || Estimated Time: 1 day, 0:30:45
2023-07-26 11:31:31,493 semantic_segmentation INFO: Iters: 99810/150000 || Lr: 0.007466 || Task Loss: 0.3412 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:13 || Estimated Time: 1 day, 0:30:27
2023-07-26 11:31:48,867 semantic_segmentation INFO: Iters: 99820/150000 || Lr: 0.007465 || Task Loss: 0.4624 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:31 || Estimated Time: 1 day, 0:30:09
2023-07-26 11:32:06,087 semantic_segmentation INFO: Iters: 99830/150000 || Lr: 0.007464 || Task Loss: 0.3604 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:48 || Estimated Time: 1 day, 0:29:52
2023-07-26 11:32:23,290 semantic_segmentation INFO: Iters: 99840/150000 || Lr: 0.007462 || Task Loss: 0.3644 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:05 || Estimated Time: 1 day, 0:29:34
2023-07-26 11:32:40,759 semantic_segmentation INFO: Iters: 99850/150000 || Lr: 0.007461 || Task Loss: 0.4025 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:23 || Estimated Time: 1 day, 0:29:16
2023-07-26 11:32:58,005 semantic_segmentation INFO: Iters: 99860/150000 || Lr: 0.007460 || Task Loss: 0.4186 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:40 || Estimated Time: 1 day, 0:28:59
2023-07-26 11:33:15,777 semantic_segmentation INFO: Iters: 99870/150000 || Lr: 0.007458 || Task Loss: 0.2927 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:58 || Estimated Time: 1 day, 0:28:41
2023-07-26 11:33:32,810 semantic_segmentation INFO: Iters: 99880/150000 || Lr: 0.007457 || Task Loss: 0.4498 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:15 || Estimated Time: 1 day, 0:28:23
2023-07-26 11:33:50,362 semantic_segmentation INFO: Iters: 99890/150000 || Lr: 0.007456 || Task Loss: 0.4864 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:32 || Estimated Time: 1 day, 0:28:06
2023-07-26 11:34:07,532 semantic_segmentation INFO: Iters: 99900/150000 || Lr: 0.007454 || Task Loss: 0.4123 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:49 || Estimated Time: 1 day, 0:27:48
2023-07-26 11:34:24,811 semantic_segmentation INFO: Iters: 99910/150000 || Lr: 0.007453 || Task Loss: 0.3407 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:07 || Estimated Time: 1 day, 0:27:30
2023-07-26 11:34:42,038 semantic_segmentation INFO: Iters: 99920/150000 || Lr: 0.007452 || Task Loss: 0.5001 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:24 || Estimated Time: 1 day, 0:27:12
2023-07-26 11:34:59,563 semantic_segmentation INFO: Iters: 99930/150000 || Lr: 0.007450 || Task Loss: 0.6181 || KD Loss: 0.1665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:41 || Estimated Time: 1 day, 0:26:55
2023-07-26 11:35:17,154 semantic_segmentation INFO: Iters: 99940/150000 || Lr: 0.007449 || Task Loss: 0.4213 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:59 || Estimated Time: 1 day, 0:26:37
2023-07-26 11:35:34,381 semantic_segmentation INFO: Iters: 99950/150000 || Lr: 0.007448 || Task Loss: 0.3542 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:16 || Estimated Time: 1 day, 0:26:19
2023-07-26 11:35:51,614 semantic_segmentation INFO: Iters: 99960/150000 || Lr: 0.007446 || Task Loss: 0.3905 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:33 || Estimated Time: 1 day, 0:26:02
2023-07-26 11:36:08,835 semantic_segmentation INFO: Iters: 99970/150000 || Lr: 0.007445 || Task Loss: 0.4655 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:51 || Estimated Time: 1 day, 0:25:44
2023-07-26 11:36:26,013 semantic_segmentation INFO: Iters: 99980/150000 || Lr: 0.007444 || Task Loss: 0.3852 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:08 || Estimated Time: 1 day, 0:25:26
2023-07-26 11:36:43,423 semantic_segmentation INFO: Iters: 99990/150000 || Lr: 0.007442 || Task Loss: 0.4629 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:25 || Estimated Time: 1 day, 0:25:08
2023-07-26 11:37:00,815 semantic_segmentation INFO: Iters: 100000/150000 || Lr: 0.007441 || Task Loss: 0.4699 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:43 || Estimated Time: 1 day, 0:24:51
2023-07-26 11:37:00,939 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 11:37:01,336 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-26 11:37:01,349 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.134
2023-07-26 11:37:01,362 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.167
2023-07-26 11:37:01,376 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.168
2023-07-26 11:37:01,390 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.242
2023-07-26 11:37:01,402 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.288
2023-07-26 11:37:01,417 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.329
2023-07-26 11:37:01,431 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.334
2023-07-26 11:37:01,443 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.339
2023-07-26 11:37:01,457 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.381
2023-07-26 11:37:01,471 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.382
2023-07-26 11:37:01,486 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.423
2023-07-26 11:37:01,499 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.394
2023-07-26 11:37:01,514 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.908, mIoU: 0.366
2023-07-26 11:37:01,530 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.906, mIoU: 0.354
2023-07-26 11:37:01,543 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.908, mIoU: 0.352
2023-07-26 11:37:01,554 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.902, mIoU: 0.340
2023-07-26 11:37:01,567 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.903, mIoU: 0.340
2023-07-26 11:37:01,582 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.905, mIoU: 0.344
2023-07-26 11:37:01,599 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.906, mIoU: 0.388
2023-07-26 11:37:01,614 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.390
2023-07-26 11:37:01,629 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.911, mIoU: 0.402
2023-07-26 11:37:01,644 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.425
2023-07-26 11:37:01,661 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.439
2023-07-26 11:37:01,677 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.911, mIoU: 0.445
2023-07-26 11:37:01,691 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.908, mIoU: 0.446
2023-07-26 11:37:01,707 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.909, mIoU: 0.447
2023-07-26 11:37:01,720 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.911, mIoU: 0.446
2023-07-26 11:37:01,737 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.906, mIoU: 0.435
2023-07-26 11:37:01,753 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.435
2023-07-26 11:37:01,768 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.912, mIoU: 0.436
2023-07-26 11:37:01,785 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.914, mIoU: 0.436
2023-07-26 11:37:01,801 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.446
2023-07-26 11:37:01,817 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.916, mIoU: 0.445
2023-07-26 11:37:01,833 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.479
2023-07-26 11:37:01,849 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.480
2023-07-26 11:37:01,863 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.482
2023-07-26 11:37:01,876 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-26 11:37:01,894 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.516
2023-07-26 11:37:01,907 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.515
2023-07-26 11:37:01,920 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.540
2023-07-26 11:37:01,935 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.540
2023-07-26 11:37:01,950 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.539
2023-07-26 11:37:01,963 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.539
2023-07-26 11:37:01,978 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-26 11:37:01,994 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.549
2023-07-26 11:37:02,007 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.555
2023-07-26 11:37:02,020 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.555
2023-07-26 11:37:02,034 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.559
2023-07-26 11:37:02,050 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.916, mIoU: 0.558
2023-07-26 11:37:02,066 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.552
2023-07-26 11:37:02,081 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.552
2023-07-26 11:37:02,095 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.549
2023-07-26 11:37:02,111 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.549
2023-07-26 11:37:02,127 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.552
2023-07-26 11:37:02,141 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.548
2023-07-26 11:37:02,157 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-26 11:37:02,175 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-26 11:37:02,189 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.547
2023-07-26 11:37:02,205 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.584
2023-07-26 11:37:02,219 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.584
2023-07-26 11:37:02,234 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.582
2023-07-26 11:37:02,248 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.578
2023-07-26 11:37:02,267 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.586
2023-07-26 11:37:02,281 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.586
2023-07-26 11:37:02,296 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.586
2023-07-26 11:37:02,312 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.587
2023-07-26 11:37:02,326 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.632
2023-07-26 11:37:02,342 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.633
2023-07-26 11:37:02,358 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 11:37:02,374 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 11:37:02,387 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 11:37:02,403 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 11:37:02,418 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 11:37:02,433 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 11:37:02,448 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 11:37:02,463 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 11:37:02,473 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-26 11:37:02,488 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-26 11:37:02,505 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-26 11:37:02,518 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 11:37:02,534 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 11:37:02,550 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 11:37:02,566 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:02,582 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 11:37:02,598 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:02,614 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 11:37:02,630 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 11:37:02,646 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 11:37:02,659 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 11:37:02,675 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 11:37:02,692 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:02,707 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 11:37:02,723 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 11:37:02,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-26 11:37:02,753 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-26 11:37:02,767 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-26 11:37:02,780 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 11:37:02,795 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 11:37:02,809 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 11:37:02,824 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 11:37:02,838 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:02,852 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 11:37:02,866 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-26 11:37:08,768 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:08,783 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:08,799 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 11:37:08,814 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:08,828 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 11:37:08,841 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 11:37:08,856 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:08,871 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 11:37:08,886 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 11:37:08,901 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 11:37:08,918 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:08,934 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 11:37:08,950 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 11:37:08,963 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 11:37:08,978 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 11:37:08,994 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 11:37:09,009 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 11:37:09,025 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 11:37:09,040 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 11:37:09,054 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 11:37:09,069 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 11:37:09,084 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 11:37:09,097 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 11:37:09,113 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 11:37:09,126 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 11:37:09,142 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 11:37:09,156 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 11:37:09,167 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 11:37:09,180 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 11:37:09,195 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,210 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,225 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,240 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,248 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,264 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 11:37:09,280 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 11:37:09,296 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 11:37:09,311 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,327 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,340 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,354 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,370 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:09,385 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,401 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,414 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,428 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,443 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,458 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,473 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,486 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,501 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 11:37:09,517 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 11:37:09,533 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 11:37:09,546 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 11:37:09,562 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,577 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,589 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,604 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,619 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,634 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,649 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,662 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,677 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,692 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,709 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:09,720 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,735 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,751 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,764 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,780 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,793 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,809 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,824 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,840 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,853 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,866 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,879 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,895 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,910 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,926 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,941 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 11:37:09,956 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:09,969 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:09,984 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,000 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,014 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,029 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,044 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,059 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,074 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,090 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,101 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:10,116 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,131 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,146 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,161 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,176 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:10,188 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 11:37:10,203 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 11:37:10,218 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,233 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,246 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,260 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,275 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,290 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,305 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:10,321 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 11:37:10,336 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 11:37:10,352 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 11:37:10,367 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 11:37:10,381 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,394 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,410 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:10,425 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,440 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,453 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,469 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,483 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,498 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,513 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,529 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 11:37:10,545 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:10,560 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:10,576 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,590 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:10,605 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,619 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 11:37:10,634 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 11:37:10,653 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 11:37:10,668 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,683 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,693 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,707 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,722 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,735 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:10,750 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:10,764 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:10,777 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:10,792 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,809 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,824 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,839 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,853 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,867 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,880 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,894 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,910 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 11:37:10,925 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,941 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,956 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:10,971 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:10,985 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:11,000 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:11,015 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,028 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,042 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,056 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,072 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,088 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,102 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,117 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:11,133 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-26 11:37:11,199 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:11,215 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 11:37:11,230 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 11:37:11,531 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.625
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2023-07-26 11:37:11,571 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.626
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2023-07-26 11:37:11,632 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.626
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2023-07-26 11:37:11,675 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:11,690 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:11,707 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:11,723 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:11,738 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:11,754 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:11,767 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:11,781 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:11,794 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:11,810 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:11,827 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:11,841 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:11,854 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:11,870 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,885 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,900 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,916 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,931 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,944 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:11,959 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:11,972 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:11,987 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:12,002 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:12,016 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:12,032 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:12,045 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:12,060 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,076 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,089 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,102 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,117 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,132 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 11:37:12,148 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 11:37:12,164 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,176 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,190 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,204 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,218 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,233 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,251 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:12,264 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,280 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,294 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,309 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,324 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,338 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,351 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,366 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,382 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,395 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,410 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,426 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,440 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,453 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:12,468 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,483 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,500 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,513 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,527 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,540 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,556 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,570 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,584 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 11:37:12,599 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,615 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,628 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,644 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,660 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:12,676 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:12,692 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:12,706 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 11:37:12,719 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,734 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,747 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:12,761 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,774 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,790 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,803 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,817 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,831 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,847 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,862 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,878 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,891 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,905 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,920 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,935 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:12,950 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:12,965 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:12,979 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:12,992 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,004 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,020 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,037 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,051 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,066 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,077 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:13,091 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,106 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:13,121 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:13,135 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:13,150 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 11:37:13,164 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:13,180 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:13,193 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:13,209 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 11:37:13,223 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,238 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,254 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:13,267 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,283 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,299 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:13,315 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:13,330 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:13,345 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:13,361 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:13,376 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:13,390 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,406 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,421 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,434 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,448 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,461 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,478 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,491 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,508 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,523 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,534 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,549 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,565 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,581 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,595 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:13,611 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,626 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,640 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,655 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,671 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,687 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 11:37:13,701 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,713 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,730 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:13,746 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,761 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,775 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,790 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,805 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:13,821 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:13,836 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 11:37:13,849 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 11:37:13,864 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 11:37:13,877 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 11:37:13,892 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 11:37:13,906 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 11:37:13,919 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:13,935 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:13,948 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 11:37:13,962 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,977 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:13,992 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:14,007 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,022 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:14,037 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:14,051 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:14,068 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,083 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,099 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,114 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,124 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,138 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,151 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,167 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,182 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,198 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,211 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,227 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,242 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,257 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,273 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,290 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,303 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,319 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,334 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,349 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,362 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,377 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:14,393 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,408 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,422 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,437 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,453 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,466 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:14,481 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,496 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,509 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,524 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,537 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:14,552 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:14,567 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:14,583 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,598 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,614 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,629 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,643 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,656 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:14,671 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,685 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,698 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,713 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:14,728 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,743 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,759 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,773 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,786 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,802 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,818 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,831 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,847 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,861 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,877 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,892 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,909 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:14,925 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:14,940 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:14,949 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,966 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,982 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:14,996 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,011 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,026 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,040 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,053 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,068 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,083 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,099 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 11:37:15,113 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 11:37:15,128 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 11:37:15,144 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 11:37:15,159 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 11:37:15,172 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 11:37:15,187 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 11:37:15,201 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 11:37:15,216 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 11:37:15,230 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 11:37:15,245 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,261 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,276 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,284 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,298 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,311 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,324 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 11:37:15,336 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,352 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,367 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,382 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,394 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,407 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,422 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,433 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,450 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,463 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,478 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,494 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,509 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,524 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,536 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,549 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,564 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,579 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,594 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,609 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,623 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,633 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,645 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,658 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,671 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,686 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,699 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,715 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:15,730 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,746 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,760 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:15,775 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,790 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,805 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,821 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,835 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,850 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:15,865 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,881 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,894 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,908 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,923 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,936 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:15,952 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:15,964 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,979 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:15,994 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,012 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,027 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,041 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,057 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,073 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,088 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 11:37:16,104 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 11:37:16,117 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 11:37:16,130 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 11:37:16,146 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 11:37:16,162 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 11:37:16,177 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 11:37:16,192 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 11:37:16,208 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 11:37:16,224 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 11:37:16,239 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 11:37:16,254 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 11:37:16,266 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 11:37:16,282 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 11:37:16,292 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 11:37:16,305 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 11:37:16,320 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 11:37:16,332 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,347 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,362 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,377 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,392 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,407 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,422 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,437 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 11:37:16,449 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:16,466 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:16,479 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:16,495 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:16,511 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,525 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,541 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,555 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,571 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,587 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,603 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,619 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,634 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,648 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,661 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 11:37:16,676 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,690 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,703 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,719 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,734 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,750 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,763 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,776 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,792 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,807 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,823 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,836 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,849 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,864 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,880 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,895 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,911 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 11:37:16,926 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,940 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,955 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,969 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,985 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:16,999 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,014 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,029 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,041 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,057 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,073 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,089 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 11:37:17,102 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,117 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,133 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,149 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,163 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,178 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,193 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,208 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,224 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,240 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,256 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,269 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,285 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,301 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,314 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,329 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,342 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,351 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,367 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,382 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,395 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:17,410 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,425 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,438 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,451 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,466 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,481 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,497 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,514 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,529 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,547 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 11:37:17,562 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,576 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,591 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,607 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,622 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,635 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 11:37:17,649 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,665 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,679 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,694 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,709 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,722 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,737 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,751 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 11:37:17,764 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:17,779 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:17,795 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 11:37:17,809 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,824 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,837 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,852 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:17,866 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,881 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,895 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,908 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,924 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,937 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,950 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,963 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,978 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:17,993 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,008 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,023 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,033 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,046 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,062 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,078 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,091 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,106 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,123 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,138 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,152 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,167 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,183 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,196 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,212 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,225 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,239 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,254 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,270 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,285 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,299 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,312 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,327 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:18,342 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:18,354 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,369 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,384 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,399 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,413 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,426 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,439 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,453 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,468 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 11:37:18,482 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 11:37:18,495 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-26 11:37:18,527 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,541 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-26 11:37:18,583 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-26 11:37:18,614 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,627 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,642 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 11:37:18,657 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,670 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,685 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,700 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,715 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,731 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,746 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,761 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,775 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,790 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,803 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:18,817 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:18,833 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 11:37:18,848 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,861 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,876 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,887 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,902 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,918 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,933 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,946 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:18,962 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,979 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:18,994 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,006 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,021 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,037 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,048 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,063 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,079 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,094 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,107 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,120 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 11:37:19,134 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 11:37:19,148 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,164 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 11:37:19,177 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,193 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,206 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,219 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,234 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 11:37:19,250 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,265 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 11:37:19,279 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:19,296 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:19,309 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 11:37:19,324 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:19,339 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 11:37:19,355 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:19,370 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 11:37:19,384 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,397 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,414 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,429 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,445 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,458 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 11:37:19,471 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:19,487 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:19,502 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,515 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,528 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,543 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,558 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,574 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,588 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,603 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,619 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,633 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,647 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,662 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,675 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,690 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,705 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,720 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,734 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:19,749 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:19,765 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,779 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,794 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,809 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,824 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,840 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,854 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,870 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,885 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,898 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,912 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,927 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,943 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,956 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,971 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:19,987 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,002 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,018 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,033 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,048 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,063 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,076 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,090 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,103 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,116 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,129 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,145 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,160 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,174 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,187 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,203 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,215 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,230 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,245 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,262 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:20,277 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:20,292 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 11:37:20,306 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,321 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 11:37:20,337 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,350 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,365 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,381 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:20,396 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,410 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,425 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,440 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,454 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,469 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,482 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,497 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,511 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,526 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,541 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,554 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,570 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,585 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,601 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,616 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,631 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,647 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,663 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,673 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,687 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,701 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,714 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,731 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,746 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,761 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,774 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,787 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,801 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,816 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:20,830 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,845 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,861 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,874 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,889 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,905 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:20,918 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:20,934 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,949 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,962 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,977 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:20,989 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,005 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,020 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,035 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,050 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,063 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,077 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,091 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,106 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,121 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,134 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,147 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,163 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,178 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,194 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,207 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,223 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,240 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,257 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,272 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,288 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,296 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,311 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,324 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 11:37:21,338 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,354 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,369 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 11:37:21,384 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,400 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,416 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,432 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,448 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,461 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,476 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,493 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,508 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,524 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,539 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,556 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,569 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,584 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,599 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,614 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,627 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,640 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,655 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,670 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,685 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 11:37:21,700 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,715 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,730 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,745 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,758 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,773 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,787 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,802 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,818 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,833 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,848 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,862 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,877 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,892 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,907 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,922 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:21,937 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,953 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,968 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,981 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:21,997 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:22,010 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:22,025 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:22,041 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:22,056 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:22,072 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,087 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,101 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,111 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,126 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,140 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,155 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,170 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,185 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,200 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,211 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,221 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,237 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,252 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,267 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,281 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,295 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,310 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,324 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,339 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,354 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,367 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,383 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,396 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,411 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,426 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,441 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,454 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,470 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,485 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 11:37:22,500 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,516 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,529 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 11:37:22,544 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,559 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 11:37:22,576 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 11:37:39,539 semantic_segmentation INFO: Iters: 100010/150000 || Lr: 0.007440 || Task Loss: 0.4707 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:21 || Estimated Time: 1 day, 0:24:44
2023-07-26 11:37:56,818 semantic_segmentation INFO: Iters: 100020/150000 || Lr: 0.007438 || Task Loss: 0.3362 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:39 || Estimated Time: 1 day, 0:24:26
2023-07-26 11:38:14,109 semantic_segmentation INFO: Iters: 100030/150000 || Lr: 0.007437 || Task Loss: 0.4183 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:56 || Estimated Time: 1 day, 0:24:08
2023-07-26 11:38:31,346 semantic_segmentation INFO: Iters: 100040/150000 || Lr: 0.007436 || Task Loss: 0.5093 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:13 || Estimated Time: 1 day, 0:23:51
2023-07-26 11:38:48,624 semantic_segmentation INFO: Iters: 100050/150000 || Lr: 0.007434 || Task Loss: 0.5029 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:30 || Estimated Time: 1 day, 0:23:33
2023-07-26 11:39:06,119 semantic_segmentation INFO: Iters: 100060/150000 || Lr: 0.007433 || Task Loss: 0.5175 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:48 || Estimated Time: 1 day, 0:23:15
2023-07-26 11:39:23,572 semantic_segmentation INFO: Iters: 100070/150000 || Lr: 0.007432 || Task Loss: 0.4977 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:05 || Estimated Time: 1 day, 0:22:58
2023-07-26 11:39:40,860 semantic_segmentation INFO: Iters: 100080/150000 || Lr: 0.007430 || Task Loss: 0.5123 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:23 || Estimated Time: 1 day, 0:22:40
2023-07-26 11:39:58,275 semantic_segmentation INFO: Iters: 100090/150000 || Lr: 0.007429 || Task Loss: 0.5150 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:40 || Estimated Time: 1 day, 0:22:22
2023-07-26 11:40:15,456 semantic_segmentation INFO: Iters: 100100/150000 || Lr: 0.007428 || Task Loss: 0.4609 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:57 || Estimated Time: 1 day, 0:22:04
2023-07-26 11:40:32,754 semantic_segmentation INFO: Iters: 100110/150000 || Lr: 0.007426 || Task Loss: 0.4858 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:15 || Estimated Time: 1 day, 0:21:47
2023-07-26 11:40:50,377 semantic_segmentation INFO: Iters: 100120/150000 || Lr: 0.007425 || Task Loss: 0.3401 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:32 || Estimated Time: 1 day, 0:21:29
2023-07-26 11:41:07,665 semantic_segmentation INFO: Iters: 100130/150000 || Lr: 0.007424 || Task Loss: 0.5651 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:49 || Estimated Time: 1 day, 0:21:11
2023-07-26 11:41:24,998 semantic_segmentation INFO: Iters: 100140/150000 || Lr: 0.007422 || Task Loss: 0.4287 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:07 || Estimated Time: 1 day, 0:20:54
2023-07-26 11:41:42,223 semantic_segmentation INFO: Iters: 100150/150000 || Lr: 0.007421 || Task Loss: 0.6014 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:24 || Estimated Time: 1 day, 0:20:36
2023-07-26 11:41:59,520 semantic_segmentation INFO: Iters: 100160/150000 || Lr: 0.007420 || Task Loss: 0.5314 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:41 || Estimated Time: 1 day, 0:20:18
2023-07-26 11:42:17,180 semantic_segmentation INFO: Iters: 100170/150000 || Lr: 0.007418 || Task Loss: 0.4464 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:59 || Estimated Time: 1 day, 0:20:01
2023-07-26 11:42:34,337 semantic_segmentation INFO: Iters: 100180/150000 || Lr: 0.007417 || Task Loss: 0.4493 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:55:16 || Estimated Time: 1 day, 0:19:43
2023-07-26 11:42:51,532 semantic_segmentation INFO: Iters: 100190/150000 || Lr: 0.007416 || Task Loss: 0.4914 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:55:33 || Estimated Time: 1 day, 0:19:25
2023-07-26 11:43:08,663 semantic_segmentation INFO: Iters: 100200/150000 || Lr: 0.007414 || Task Loss: 0.4884 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:55:50 || Estimated Time: 1 day, 0:19:07
2023-07-26 11:43:25,931 semantic_segmentation INFO: Iters: 100210/150000 || Lr: 0.007413 || Task Loss: 0.3508 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:08 || Estimated Time: 1 day, 0:18:50
2023-07-26 11:43:43,141 semantic_segmentation INFO: Iters: 100220/150000 || Lr: 0.007411 || Task Loss: 0.3576 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:25 || Estimated Time: 1 day, 0:18:32
2023-07-26 11:44:00,453 semantic_segmentation INFO: Iters: 100230/150000 || Lr: 0.007410 || Task Loss: 0.4905 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:42 || Estimated Time: 1 day, 0:18:14
2023-07-26 11:44:17,650 semantic_segmentation INFO: Iters: 100240/150000 || Lr: 0.007409 || Task Loss: 0.3482 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:59 || Estimated Time: 1 day, 0:17:56
2023-07-26 11:44:34,958 semantic_segmentation INFO: Iters: 100250/150000 || Lr: 0.007407 || Task Loss: 0.4641 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:17 || Estimated Time: 1 day, 0:17:39
2023-07-26 11:44:52,146 semantic_segmentation INFO: Iters: 100260/150000 || Lr: 0.007406 || Task Loss: 0.3793 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:34 || Estimated Time: 1 day, 0:17:21
2023-07-26 11:45:09,322 semantic_segmentation INFO: Iters: 100270/150000 || Lr: 0.007405 || Task Loss: 0.4623 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:51 || Estimated Time: 1 day, 0:17:03
2023-07-26 11:45:26,527 semantic_segmentation INFO: Iters: 100280/150000 || Lr: 0.007403 || Task Loss: 0.5128 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:08 || Estimated Time: 1 day, 0:16:45
2023-07-26 11:45:43,885 semantic_segmentation INFO: Iters: 100290/150000 || Lr: 0.007402 || Task Loss: 0.3997 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:26 || Estimated Time: 1 day, 0:16:28
2023-07-26 11:46:01,017 semantic_segmentation INFO: Iters: 100300/150000 || Lr: 0.007401 || Task Loss: 0.3921 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:43 || Estimated Time: 1 day, 0:16:10
2023-07-26 11:46:18,247 semantic_segmentation INFO: Iters: 100310/150000 || Lr: 0.007399 || Task Loss: 0.3832 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:00 || Estimated Time: 1 day, 0:15:52
2023-07-26 11:46:35,362 semantic_segmentation INFO: Iters: 100320/150000 || Lr: 0.007398 || Task Loss: 0.4464 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:17 || Estimated Time: 1 day, 0:15:34
2023-07-26 11:46:53,013 semantic_segmentation INFO: Iters: 100330/150000 || Lr: 0.007397 || Task Loss: 0.4387 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:35 || Estimated Time: 1 day, 0:15:17
2023-07-26 11:47:10,090 semantic_segmentation INFO: Iters: 100340/150000 || Lr: 0.007395 || Task Loss: 0.5644 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:52 || Estimated Time: 1 day, 0:14:59
2023-07-26 11:47:27,288 semantic_segmentation INFO: Iters: 100350/150000 || Lr: 0.007394 || Task Loss: 0.3368 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:09 || Estimated Time: 1 day, 0:14:41
2023-07-26 11:47:44,563 semantic_segmentation INFO: Iters: 100360/150000 || Lr: 0.007393 || Task Loss: 0.5405 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:26 || Estimated Time: 1 day, 0:14:23
2023-07-26 11:48:01,762 semantic_segmentation INFO: Iters: 100370/150000 || Lr: 0.007391 || Task Loss: 0.5394 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:44 || Estimated Time: 1 day, 0:14:06
2023-07-26 11:48:19,041 semantic_segmentation INFO: Iters: 100380/150000 || Lr: 0.007390 || Task Loss: 0.3906 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:01 || Estimated Time: 1 day, 0:13:48
2023-07-26 11:48:36,260 semantic_segmentation INFO: Iters: 100390/150000 || Lr: 0.007389 || Task Loss: 0.4048 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:18 || Estimated Time: 1 day, 0:13:30
2023-07-26 11:48:53,497 semantic_segmentation INFO: Iters: 100400/150000 || Lr: 0.007387 || Task Loss: 0.4171 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:35 || Estimated Time: 1 day, 0:13:12
2023-07-26 11:49:10,706 semantic_segmentation INFO: Iters: 100410/150000 || Lr: 0.007386 || Task Loss: 0.3081 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:52 || Estimated Time: 1 day, 0:12:55
2023-07-26 11:49:27,967 semantic_segmentation INFO: Iters: 100420/150000 || Lr: 0.007385 || Task Loss: 0.4439 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:10 || Estimated Time: 1 day, 0:12:37
2023-07-26 11:49:45,199 semantic_segmentation INFO: Iters: 100430/150000 || Lr: 0.007383 || Task Loss: 0.2922 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:27 || Estimated Time: 1 day, 0:12:19
2023-07-26 11:50:02,373 semantic_segmentation INFO: Iters: 100440/150000 || Lr: 0.007382 || Task Loss: 0.5775 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:44 || Estimated Time: 1 day, 0:12:01
2023-07-26 11:50:19,811 semantic_segmentation INFO: Iters: 100450/150000 || Lr: 0.007381 || Task Loss: 0.4066 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:02 || Estimated Time: 1 day, 0:11:44
2023-07-26 11:50:37,262 semantic_segmentation INFO: Iters: 100460/150000 || Lr: 0.007379 || Task Loss: 0.3983 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:19 || Estimated Time: 1 day, 0:11:26
2023-07-26 11:50:54,421 semantic_segmentation INFO: Iters: 100470/150000 || Lr: 0.007378 || Task Loss: 0.7107 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:36 || Estimated Time: 1 day, 0:11:08
2023-07-26 11:51:11,635 semantic_segmentation INFO: Iters: 100480/150000 || Lr: 0.007377 || Task Loss: 0.5011 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:53 || Estimated Time: 1 day, 0:10:50
2023-07-26 11:51:29,135 semantic_segmentation INFO: Iters: 100490/150000 || Lr: 0.007375 || Task Loss: 0.3642 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:11 || Estimated Time: 1 day, 0:10:33
2023-07-26 11:51:46,333 semantic_segmentation INFO: Iters: 100500/150000 || Lr: 0.007374 || Task Loss: 0.4604 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:28 || Estimated Time: 1 day, 0:10:15
2023-07-26 11:52:03,517 semantic_segmentation INFO: Iters: 100510/150000 || Lr: 0.007373 || Task Loss: 0.3409 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:45 || Estimated Time: 1 day, 0:09:57
2023-07-26 11:52:20,754 semantic_segmentation INFO: Iters: 100520/150000 || Lr: 0.007371 || Task Loss: 0.6306 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:03 || Estimated Time: 1 day, 0:09:40
2023-07-26 11:52:38,126 semantic_segmentation INFO: Iters: 100530/150000 || Lr: 0.007370 || Task Loss: 0.3924 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:20 || Estimated Time: 1 day, 0:09:22
2023-07-26 11:52:55,621 semantic_segmentation INFO: Iters: 100540/150000 || Lr: 0.007369 || Task Loss: 0.3739 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:37 || Estimated Time: 1 day, 0:09:04
2023-07-26 11:53:12,774 semantic_segmentation INFO: Iters: 100550/150000 || Lr: 0.007367 || Task Loss: 0.4078 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:55 || Estimated Time: 1 day, 0:08:47
2023-07-26 11:53:29,929 semantic_segmentation INFO: Iters: 100560/150000 || Lr: 0.007366 || Task Loss: 0.5992 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:12 || Estimated Time: 1 day, 0:08:29
2023-07-26 11:53:47,112 semantic_segmentation INFO: Iters: 100570/150000 || Lr: 0.007365 || Task Loss: 0.3514 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:29 || Estimated Time: 1 day, 0:08:11
2023-07-26 11:54:04,573 semantic_segmentation INFO: Iters: 100580/150000 || Lr: 0.007363 || Task Loss: 0.5407 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:46 || Estimated Time: 1 day, 0:07:53
2023-07-26 11:54:21,784 semantic_segmentation INFO: Iters: 100590/150000 || Lr: 0.007362 || Task Loss: 0.5207 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:04 || Estimated Time: 1 day, 0:07:36
2023-07-26 11:54:39,162 semantic_segmentation INFO: Iters: 100600/150000 || Lr: 0.007361 || Task Loss: 0.4886 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:21 || Estimated Time: 1 day, 0:07:18
2023-07-26 11:54:56,396 semantic_segmentation INFO: Iters: 100610/150000 || Lr: 0.007359 || Task Loss: 0.5352 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:38 || Estimated Time: 1 day, 0:07:00
2023-07-26 11:55:13,585 semantic_segmentation INFO: Iters: 100620/150000 || Lr: 0.007358 || Task Loss: 0.5524 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:55 || Estimated Time: 1 day, 0:06:42
2023-07-26 11:55:30,867 semantic_segmentation INFO: Iters: 100630/150000 || Lr: 0.007357 || Task Loss: 0.4248 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:13 || Estimated Time: 1 day, 0:06:25
2023-07-26 11:55:48,206 semantic_segmentation INFO: Iters: 100640/150000 || Lr: 0.007355 || Task Loss: 0.4602 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:30 || Estimated Time: 1 day, 0:06:07
2023-07-26 11:56:05,406 semantic_segmentation INFO: Iters: 100650/150000 || Lr: 0.007354 || Task Loss: 0.4263 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:47 || Estimated Time: 1 day, 0:05:49
2023-07-26 11:56:22,849 semantic_segmentation INFO: Iters: 100660/150000 || Lr: 0.007352 || Task Loss: 0.4733 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:05 || Estimated Time: 1 day, 0:05:31
2023-07-26 11:56:40,085 semantic_segmentation INFO: Iters: 100670/150000 || Lr: 0.007351 || Task Loss: 0.6696 || KD Loss: 0.2357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:22 || Estimated Time: 1 day, 0:05:14
2023-07-26 11:56:57,296 semantic_segmentation INFO: Iters: 100680/150000 || Lr: 0.007350 || Task Loss: 0.4481 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:39 || Estimated Time: 1 day, 0:04:56
2023-07-26 11:57:14,505 semantic_segmentation INFO: Iters: 100690/150000 || Lr: 0.007348 || Task Loss: 0.4402 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:56 || Estimated Time: 1 day, 0:04:38
2023-07-26 11:57:31,899 semantic_segmentation INFO: Iters: 100700/150000 || Lr: 0.007347 || Task Loss: 0.4507 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:14 || Estimated Time: 1 day, 0:04:21
2023-07-26 11:57:49,125 semantic_segmentation INFO: Iters: 100710/150000 || Lr: 0.007346 || Task Loss: 0.5015 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:31 || Estimated Time: 1 day, 0:04:03
2023-07-26 11:58:06,397 semantic_segmentation INFO: Iters: 100720/150000 || Lr: 0.007344 || Task Loss: 0.4417 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:48 || Estimated Time: 1 day, 0:03:45
2023-07-26 11:58:23,656 semantic_segmentation INFO: Iters: 100730/150000 || Lr: 0.007343 || Task Loss: 0.4243 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:05 || Estimated Time: 1 day, 0:03:27
2023-07-26 11:58:40,921 semantic_segmentation INFO: Iters: 100740/150000 || Lr: 0.007342 || Task Loss: 0.6328 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:23 || Estimated Time: 1 day, 0:03:10
2023-07-26 11:58:58,221 semantic_segmentation INFO: Iters: 100750/150000 || Lr: 0.007340 || Task Loss: 0.3549 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:40 || Estimated Time: 1 day, 0:02:52
2023-07-26 11:59:15,439 semantic_segmentation INFO: Iters: 100760/150000 || Lr: 0.007339 || Task Loss: 0.3585 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:57 || Estimated Time: 1 day, 0:02:34
2023-07-26 11:59:32,858 semantic_segmentation INFO: Iters: 100770/150000 || Lr: 0.007338 || Task Loss: 0.3185 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:15 || Estimated Time: 1 day, 0:02:17
2023-07-26 11:59:50,127 semantic_segmentation INFO: Iters: 100780/150000 || Lr: 0.007336 || Task Loss: 0.3098 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:32 || Estimated Time: 1 day, 0:01:59
2023-07-26 12:00:07,267 semantic_segmentation INFO: Iters: 100790/150000 || Lr: 0.007335 || Task Loss: 0.3124 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:49 || Estimated Time: 1 day, 0:01:41
2023-07-26 12:00:24,863 semantic_segmentation INFO: Iters: 100800/150000 || Lr: 0.007334 || Task Loss: 0.3396 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:07 || Estimated Time: 1 day, 0:01:23
2023-07-26 12:00:24,993 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 12:00:25,381 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.092
2023-07-26 12:00:25,407 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.135
2023-07-26 12:00:25,420 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.164
2023-07-26 12:00:25,434 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.165
2023-07-26 12:00:25,447 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.236
2023-07-26 12:00:25,459 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.281
2023-07-26 12:00:25,473 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.322
2023-07-26 12:00:25,487 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.327
2023-07-26 12:00:25,499 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.366
2023-07-26 12:00:25,512 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.408
2023-07-26 12:00:25,526 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.410
2023-07-26 12:00:25,541 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.453
2023-07-26 12:00:25,553 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.415
2023-07-26 12:00:25,567 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.909, mIoU: 0.399
2023-07-26 12:00:25,582 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.911, mIoU: 0.390
2023-07-26 12:00:25,594 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.386
2023-07-26 12:00:25,605 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.906, mIoU: 0.379
2023-07-26 12:00:25,618 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.902, mIoU: 0.377
2023-07-26 12:00:25,632 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.904, mIoU: 0.378
2023-07-26 12:00:25,648 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.421
2023-07-26 12:00:25,662 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.422
2023-07-26 12:00:25,677 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.434
2023-07-26 12:00:25,692 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.909, mIoU: 0.471
2023-07-26 12:00:25,708 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.911, mIoU: 0.470
2023-07-26 12:00:25,723 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.470
2023-07-26 12:00:25,737 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.910, mIoU: 0.476
2023-07-26 12:00:25,752 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.477
2023-07-26 12:00:25,764 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.476
2023-07-26 12:00:25,778 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.908, mIoU: 0.461
2023-07-26 12:00:25,793 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.462
2023-07-26 12:00:25,806 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.462
2023-07-26 12:00:25,821 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.461
2023-07-26 12:00:25,836 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.472
2023-07-26 12:00:25,850 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.471
2023-07-26 12:00:25,865 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.485
2023-07-26 12:00:25,879 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.486
2023-07-26 12:00:25,892 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.485
2023-07-26 12:00:25,904 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.530
2023-07-26 12:00:25,920 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.518
2023-07-26 12:00:25,932 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-26 12:00:25,945 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.539
2023-07-26 12:00:25,959 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.538
2023-07-26 12:00:25,973 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.535
2023-07-26 12:00:25,986 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.536
2023-07-26 12:00:26,001 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.541
2023-07-26 12:00:26,016 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.918, mIoU: 0.545
2023-07-26 12:00:26,029 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-26 12:00:26,041 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.920, mIoU: 0.553
2023-07-26 12:00:26,055 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.553
2023-07-26 12:00:26,071 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-26 12:00:26,086 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.919, mIoU: 0.551
2023-07-26 12:00:26,101 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.551
2023-07-26 12:00:26,114 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.549
2023-07-26 12:00:26,129 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.546
2023-07-26 12:00:26,144 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.549
2023-07-26 12:00:26,157 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.545
2023-07-26 12:00:26,172 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.542
2023-07-26 12:00:26,189 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.540
2023-07-26 12:00:26,201 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.542
2023-07-26 12:00:26,216 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.551
2023-07-26 12:00:26,229 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-26 12:00:26,244 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-26 12:00:26,257 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.553
2023-07-26 12:00:26,275 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.915, mIoU: 0.559
2023-07-26 12:00:26,288 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.560
2023-07-26 12:00:26,303 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.559
2023-07-26 12:00:26,318 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-26 12:00:26,331 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.597
2023-07-26 12:00:26,345 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.598
2023-07-26 12:00:26,360 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.597
2023-07-26 12:00:26,377 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.617
2023-07-26 12:00:26,390 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.617
2023-07-26 12:00:26,406 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.611
2023-07-26 12:00:26,421 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.611
2023-07-26 12:00:26,436 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.613
2023-07-26 12:00:26,451 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.600
2023-07-26 12:00:26,467 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-26 12:00:26,476 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 12:00:26,492 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 12:00:26,509 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:26,522 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:00:26,538 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:00:26,553 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:00:26,569 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 12:00:26,585 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-26 12:00:26,601 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-26 12:00:26,616 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.585
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2023-07-26 12:00:26,647 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-26 12:00:26,661 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-26 12:00:26,677 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 12:00:26,693 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-26 12:00:26,708 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-26 12:00:26,723 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 12:00:26,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.898, mIoU: 0.610
2023-07-26 12:00:26,753 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.610
2023-07-26 12:00:26,766 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.610
2023-07-26 12:00:26,779 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 12:00:26,794 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.901, mIoU: 0.611
2023-07-26 12:00:26,808 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.901, mIoU: 0.611
2023-07-26 12:00:26,823 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.901, mIoU: 0.610
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2023-07-26 12:00:26,938 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.901, mIoU: 0.597
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2023-07-26 12:00:26,977 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.902, mIoU: 0.601
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2023-07-26 12:00:27,048 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-26 12:00:27,120 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 12:00:27,133 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.595
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2023-07-26 12:00:27,200 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.586
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2023-07-26 12:00:27,223 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-26 12:00:27,446 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.904, mIoU: 0.597
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2023-07-26 12:00:27,501 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 12:00:27,517 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 12:00:27,532 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 12:00:27,546 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 12:00:27,561 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 12:00:27,574 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 12:00:27,588 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 12:00:27,603 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.903, mIoU: 0.609
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2023-07-26 12:00:27,633 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.904, mIoU: 0.610
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2023-07-26 12:00:27,664 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.905, mIoU: 0.612
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2023-07-26 12:00:27,694 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 12:00:27,748 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 12:00:27,789 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 12:00:27,880 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:00:27,896 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 12:00:27,909 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.903, mIoU: 0.594
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2023-07-26 12:00:28,191 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.906, mIoU: 0.597
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2023-07-26 12:00:28,873 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.901, mIoU: 0.591
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2023-07-26 12:00:31,885 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 12:00:31,901 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-26 12:00:31,916 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 12:00:31,932 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 12:00:31,945 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 12:00:31,961 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 12:00:31,975 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 12:00:31,985 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 12:00:32,000 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-26 12:00:32,014 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 12:00:32,030 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 12:00:32,045 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 12:00:32,061 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 12:00:32,077 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 12:00:32,093 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 12:00:32,101 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 12:00:32,111 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 12:00:32,124 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 12:00:32,138 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 12:00:32,153 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 12:00:32,165 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 12:00:32,180 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 12:00:32,196 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 12:00:32,211 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 12:00:32,225 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 12:00:32,240 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 12:00:32,253 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 12:00:32,268 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 12:00:32,282 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 12:00:32,295 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:00:32,311 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:00:32,322 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:00:32,337 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:00:32,352 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:00:32,367 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 12:00:32,382 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 12:00:32,397 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 12:00:32,407 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 12:00:32,420 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 12:00:32,435 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 12:00:32,450 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 12:00:32,463 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 12:00:32,477 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 12:00:32,490 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,505 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,521 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,536 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 12:00:32,545 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 12:00:32,560 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-26 12:00:32,576 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 12:00:32,589 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 12:00:32,604 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 12:00:32,619 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:32,632 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:32,648 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:32,661 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:32,677 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 12:00:32,693 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 12:00:32,710 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 12:00:32,726 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 12:00:32,740 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 12:00:32,753 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 12:00:32,769 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,784 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 12:00:32,799 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 12:00:32,813 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.906, mIoU: 0.596
2023-07-26 12:00:32,831 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 12:00:32,847 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 12:00:32,862 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 12:00:32,875 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 12:00:32,890 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 12:00:32,905 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 12:00:32,921 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 12:00:32,935 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,950 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,963 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:32,978 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-26 12:00:32,993 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 12:00:33,006 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,021 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,032 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,047 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 12:00:33,060 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:00:33,071 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-26 12:00:33,112 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,127 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:00:33,142 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:00:33,150 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:00:33,166 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:00:33,182 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:00:33,197 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:00:33,213 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,228 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:00:33,241 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:00:33,254 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,270 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,285 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,300 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,313 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,327 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,342 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:33,356 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,371 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 12:00:33,384 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 12:00:33,398 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,414 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,429 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,442 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,457 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 12:00:33,472 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 12:00:33,485 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 12:00:33,499 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,514 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 12:00:33,529 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,544 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.906, mIoU: 0.602
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2023-07-26 12:00:33,574 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,590 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,607 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 12:00:33,618 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,633 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,649 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,662 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:00:33,678 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,691 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,707 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,722 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,737 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,750 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,763 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,775 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:00:33,790 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:00:33,805 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,820 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,834 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:00:33,848 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:33,861 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,875 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,890 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,903 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,917 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,932 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:33,947 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,962 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,978 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 12:00:33,989 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:00:34,004 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.600
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2023-07-26 12:00:34,049 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.905, mIoU: 0.600
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2023-07-26 12:00:34,105 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:34,120 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:34,133 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:34,148 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:34,163 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 12:00:34,178 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.906, mIoU: 0.602
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2023-07-26 12:00:34,209 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 12:00:34,224 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 12:00:34,268 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:34,281 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 12:00:34,296 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-26 12:00:34,338 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 12:00:34,500 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:00:34,514 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.906, mIoU: 0.608
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2023-07-26 12:00:34,547 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:34,562 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:34,572 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:00:34,586 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 12:00:34,720 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,734 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,748 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,762 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,776 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,791 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,807 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,822 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:34,838 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:34,853 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:34,866 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:34,881 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:34,895 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 12:00:34,908 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 12:00:34,921 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 12:00:34,935 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 12:00:34,950 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 12:00:34,965 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 12:00:34,978 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 12:00:34,993 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 12:00:35,009 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,025 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,038 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,051 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,059 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,074 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,090 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,105 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:35,120 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:35,136 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,151 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,166 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,182 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,194 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,209 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,224 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,239 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,254 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,267 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,280 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,292 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,306 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,319 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,332 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,345 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,360 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:35,375 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:35,388 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:35,402 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,415 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,427 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,443 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:35,458 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:35,473 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,488 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,503 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,518 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:35,531 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:35,547 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 12:00:35,562 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 12:00:35,579 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 12:00:35,595 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 12:00:35,609 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:00:35,625 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,638 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:35,650 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:00:35,663 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,678 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,694 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,707 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,720 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,734 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,748 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 12:00:35,763 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 12:00:35,778 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,792 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,806 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,821 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,834 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,848 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,864 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,878 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 12:00:35,894 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,908 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,924 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,940 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,953 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,966 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:35,982 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:35,998 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:36,014 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:36,029 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:00:36,042 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:36,055 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:36,069 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:36,083 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:36,098 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:36,115 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,129 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,144 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,157 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,172 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,187 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,201 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,214 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,229 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,244 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,257 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,272 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,287 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,301 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,315 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,330 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,345 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,362 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,375 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,389 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,402 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,417 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,430 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,444 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,459 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,475 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,488 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,503 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,519 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,535 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:36,550 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:36,564 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:36,576 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:36,590 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:36,604 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,617 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,630 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,646 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,660 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,674 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,689 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,705 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,720 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,737 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,750 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,765 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,781 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,796 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:36,811 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:36,826 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:36,839 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:36,852 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,863 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,879 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,894 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,909 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,923 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:36,934 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,947 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,961 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:36,976 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:36,989 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:37,004 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:37,017 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:37,034 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,047 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:37,063 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:37,077 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:37,093 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:37,108 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:00:37,122 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:37,139 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,155 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,170 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,186 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,202 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,217 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,231 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,245 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,260 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,275 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,287 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,300 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,313 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,329 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:37,342 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:37,358 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:37,373 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:37,384 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,398 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,414 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,429 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,442 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,458 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,472 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,485 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,500 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,516 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,530 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,543 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,555 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,572 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 12:00:37,587 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,602 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,615 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,630 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:37,645 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,661 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,676 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,689 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,705 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,719 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,734 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,748 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,762 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:37,778 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:37,791 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:37,807 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,822 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,837 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:37,851 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,866 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,881 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,895 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,911 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,925 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:37,941 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,955 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,965 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:37,979 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:37,993 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,007 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,022 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,038 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,051 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:38,067 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,082 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,097 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,113 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,129 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,143 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,159 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,175 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,190 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,204 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,219 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 12:00:38,235 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,250 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,263 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,278 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,293 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,306 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:38,320 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,335 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,348 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,362 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,375 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,389 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,404 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,419 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,433 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,449 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,464 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,477 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,490 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:38,505 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:38,519 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,532 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,548 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,563 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,579 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,595 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,609 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,622 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,639 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,654 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,669 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,686 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,699 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 12:00:38,715 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 12:00:38,729 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,746 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,761 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,776 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:38,786 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,802 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,818 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,831 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,846 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,861 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,876 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,889 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,904 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,920 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,935 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:38,951 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 12:00:38,965 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 12:00:38,982 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 12:00:38,998 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 12:00:39,011 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 12:00:39,026 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 12:00:39,041 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 12:00:39,056 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 12:00:39,069 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,084 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,100 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,116 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,123 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,137 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,150 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,162 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 12:00:39,174 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,190 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,205 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,220 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,233 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,246 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,261 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,272 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,288 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:39,301 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,316 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,331 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,347 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,362 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,374 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,387 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,402 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,418 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,433 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,448 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,462 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,472 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,483 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,496 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,508 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,523 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,535 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 12:00:39,550 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,566 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 12:00:39,581 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:39,595 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:39,610 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:39,625 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:39,639 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,655 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,669 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,684 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:39,699 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,714 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-26 12:00:39,727 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:39,740 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:39,755 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,768 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,784 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,797 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:39,812 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,827 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,845 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,861 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,874 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,890 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:39,905 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:39,920 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:39,935 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:39,949 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 12:00:39,962 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 12:00:39,977 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 12:00:39,992 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 12:00:40,007 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 12:00:40,023 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 12:00:40,038 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 12:00:40,054 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 12:00:40,069 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:00:40,084 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:00:40,097 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:00:40,112 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:40,122 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:40,135 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:40,150 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:00:40,161 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,176 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:40,191 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:00:40,205 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,221 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,236 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:40,250 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,265 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,277 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,293 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,306 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,321 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,336 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 12:00:40,349 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,365 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,378 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,393 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,408 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,423 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,438 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,453 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,466 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,479 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,494 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:00:40,508 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,521 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,537 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,552 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,567 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,581 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,594 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,610 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,625 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,641 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,655 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,668 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,683 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,700 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,716 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,732 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:40,747 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,762 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,777 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,792 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:00:40,808 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,823 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,837 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,852 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:40,866 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,881 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,896 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,912 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:40,924 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:40,939 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,954 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,970 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,983 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:40,998 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:41,013 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:41,027 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,042 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,057 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,072 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 12:00:41,085 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,100 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,116 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,129 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,144 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,157 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,166 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 12:00:41,181 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,196 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 12:00:41,210 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 12:00:41,225 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,241 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,254 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,267 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,282 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,297 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,312 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,329 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,343 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,360 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,374 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,387 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 12:00:41,402 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,417 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,431 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,444 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,457 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,471 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,486 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,501 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,516 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,529 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 12:00:41,545 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 12:00:41,572 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-26 12:00:41,855 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,871 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,886 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:41,899 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:41,913 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.910, mIoU: 0.616
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2023-07-26 12:00:41,959 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:41,973 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-26 12:00:42,002 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:42,017 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:00:42,031 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-26 12:00:42,160 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.910, mIoU: 0.616
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2023-07-26 12:00:42,203 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.910, mIoU: 0.617
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2023-07-26 12:00:42,256 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:00:42,270 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:00:42,284 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:00:42,296 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 12:00:42,442 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 12:00:42,561 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 12:00:42,575 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 12:00:42,590 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.617
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2023-07-26 12:00:42,647 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-26 12:00:42,715 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-26 12:00:43,002 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 12:00:43,175 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-26 12:00:43,278 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:00:43,293 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,306 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,320 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,335 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,350 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,365 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,379 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,394 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,409 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,422 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,436 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,450 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,463 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,477 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,492 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,506 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,520 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 12:00:43,535 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,549 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,563 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,577 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,592 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,607 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,623 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,637 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,653 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,668 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,681 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,694 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,709 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,724 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,737 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,752 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,768 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,783 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,798 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,813 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,829 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,844 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,857 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,870 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:43,884 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,897 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,910 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,925 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,940 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,954 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,967 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,982 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:43,994 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,008 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:00:44,039 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:00:44,082 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,096 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,111 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,124 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,139 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,155 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:44,170 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,184 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,199 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,215 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,230 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,246 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,258 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,274 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,289 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,305 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,320 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,333 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:44,348 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:00:44,364 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:00:44,379 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:44,535 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 12:00:44,602 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 12:00:44,703 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 12:00:44,718 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 12:00:44,731 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 12:00:44,745 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 12:00:44,773 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 12:00:44,806 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 12:00:44,895 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:44,922 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:45,014 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:45,094 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:45,136 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:45,166 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:00:45,181 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:00:45,211 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-26 12:00:45,332 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-26 12:00:45,362 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:45,378 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:00:45,391 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-26 12:00:45,465 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 12:00:45,480 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-26 12:00:45,863 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-26 12:00:45,901 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-26 12:00:46,013 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:00:46,130 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,145 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,158 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,173 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,188 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,203 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,216 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,231 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,245 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,260 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,276 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,289 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,303 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 12:00:46,317 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:00:46,334 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:01:03,294 semantic_segmentation INFO: Iters: 100810/150000 || Lr: 0.007332 || Task Loss: 0.5592 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:45 || Estimated Time: 1 day, 0:01:16
2023-07-26 12:01:20,370 semantic_segmentation INFO: Iters: 100820/150000 || Lr: 0.007331 || Task Loss: 0.4010 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:02 || Estimated Time: 1 day, 0:00:58
2023-07-26 12:01:37,376 semantic_segmentation INFO: Iters: 100830/150000 || Lr: 0.007330 || Task Loss: 0.5341 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:19 || Estimated Time: 1 day, 0:00:40
2023-07-26 12:01:54,579 semantic_segmentation INFO: Iters: 100840/150000 || Lr: 0.007328 || Task Loss: 0.3266 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:36 || Estimated Time: 1 day, 0:00:23
2023-07-26 12:02:11,756 semantic_segmentation INFO: Iters: 100850/150000 || Lr: 0.007327 || Task Loss: 0.5255 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:54 || Estimated Time: 1 day, 0:00:05
2023-07-26 12:02:28,961 semantic_segmentation INFO: Iters: 100860/150000 || Lr: 0.007326 || Task Loss: 0.5097 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:11 || Estimated Time: 23:59:47
2023-07-26 12:02:46,191 semantic_segmentation INFO: Iters: 100870/150000 || Lr: 0.007324 || Task Loss: 0.3873 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:28 || Estimated Time: 23:59:29
2023-07-26 12:03:03,451 semantic_segmentation INFO: Iters: 100880/150000 || Lr: 0.007323 || Task Loss: 0.4878 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:45 || Estimated Time: 23:59:12
2023-07-26 12:03:20,863 semantic_segmentation INFO: Iters: 100890/150000 || Lr: 0.007322 || Task Loss: 0.3143 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:03 || Estimated Time: 23:58:54
2023-07-26 12:03:37,966 semantic_segmentation INFO: Iters: 100900/150000 || Lr: 0.007320 || Task Loss: 0.3200 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:20 || Estimated Time: 23:58:36
2023-07-26 12:03:55,372 semantic_segmentation INFO: Iters: 100910/150000 || Lr: 0.007319 || Task Loss: 0.4287 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:37 || Estimated Time: 23:58:18
2023-07-26 12:04:12,600 semantic_segmentation INFO: Iters: 100920/150000 || Lr: 0.007318 || Task Loss: 0.3156 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:54 || Estimated Time: 23:58:01
2023-07-26 12:04:30,081 semantic_segmentation INFO: Iters: 100930/150000 || Lr: 0.007316 || Task Loss: 0.4986 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:12 || Estimated Time: 23:57:43
2023-07-26 12:04:47,319 semantic_segmentation INFO: Iters: 100940/150000 || Lr: 0.007315 || Task Loss: 0.5755 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:29 || Estimated Time: 23:57:25
2023-07-26 12:05:04,564 semantic_segmentation INFO: Iters: 100950/150000 || Lr: 0.007314 || Task Loss: 0.3865 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:46 || Estimated Time: 23:57:08
2023-07-26 12:05:21,808 semantic_segmentation INFO: Iters: 100960/150000 || Lr: 0.007312 || Task Loss: 0.4006 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:04 || Estimated Time: 23:56:50
2023-07-26 12:05:39,020 semantic_segmentation INFO: Iters: 100970/150000 || Lr: 0.007311 || Task Loss: 0.4236 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:21 || Estimated Time: 23:56:32
2023-07-26 12:05:56,223 semantic_segmentation INFO: Iters: 100980/150000 || Lr: 0.007310 || Task Loss: 0.4062 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:38 || Estimated Time: 23:56:14
2023-07-26 12:06:13,422 semantic_segmentation INFO: Iters: 100990/150000 || Lr: 0.007308 || Task Loss: 0.5086 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:55 || Estimated Time: 23:55:57
2023-07-26 12:06:30,638 semantic_segmentation INFO: Iters: 101000/150000 || Lr: 0.007307 || Task Loss: 0.5164 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:19:12 || Estimated Time: 23:55:39
2023-07-26 12:06:47,848 semantic_segmentation INFO: Iters: 101010/150000 || Lr: 0.007306 || Task Loss: 0.4446 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:19:30 || Estimated Time: 23:55:21
2023-07-26 12:07:05,038 semantic_segmentation INFO: Iters: 101020/150000 || Lr: 0.007304 || Task Loss: 0.6695 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:19:47 || Estimated Time: 23:55:03
2023-07-26 12:07:22,424 semantic_segmentation INFO: Iters: 101030/150000 || Lr: 0.007303 || Task Loss: 0.6596 || KD Loss: 0.2187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:04 || Estimated Time: 23:54:46
2023-07-26 12:07:39,627 semantic_segmentation INFO: Iters: 101040/150000 || Lr: 0.007302 || Task Loss: 0.3553 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:21 || Estimated Time: 23:54:28
2023-07-26 12:07:56,743 semantic_segmentation INFO: Iters: 101050/150000 || Lr: 0.007300 || Task Loss: 0.5096 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:39 || Estimated Time: 23:54:10
2023-07-26 12:08:13,960 semantic_segmentation INFO: Iters: 101060/150000 || Lr: 0.007299 || Task Loss: 0.5078 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:56 || Estimated Time: 23:53:52
2023-07-26 12:08:31,588 semantic_segmentation INFO: Iters: 101070/150000 || Lr: 0.007297 || Task Loss: 0.7285 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:13 || Estimated Time: 23:53:35
2023-07-26 12:08:48,741 semantic_segmentation INFO: Iters: 101080/150000 || Lr: 0.007296 || Task Loss: 0.3339 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:31 || Estimated Time: 23:53:17
2023-07-26 12:09:05,876 semantic_segmentation INFO: Iters: 101090/150000 || Lr: 0.007295 || Task Loss: 0.3873 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:48 || Estimated Time: 23:52:59
2023-07-26 12:09:23,055 semantic_segmentation INFO: Iters: 101100/150000 || Lr: 0.007293 || Task Loss: 0.3533 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:05 || Estimated Time: 23:52:41
2023-07-26 12:09:40,288 semantic_segmentation INFO: Iters: 101110/150000 || Lr: 0.007292 || Task Loss: 0.6234 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:22 || Estimated Time: 23:52:24
2023-07-26 12:09:57,483 semantic_segmentation INFO: Iters: 101120/150000 || Lr: 0.007291 || Task Loss: 0.5522 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:39 || Estimated Time: 23:52:06
2023-07-26 12:10:14,686 semantic_segmentation INFO: Iters: 101130/150000 || Lr: 0.007289 || Task Loss: 0.4093 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:56 || Estimated Time: 23:51:48
2023-07-26 12:10:31,943 semantic_segmentation INFO: Iters: 101140/150000 || Lr: 0.007288 || Task Loss: 0.3882 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:14 || Estimated Time: 23:51:30
2023-07-26 12:10:49,376 semantic_segmentation INFO: Iters: 101150/150000 || Lr: 0.007287 || Task Loss: 0.6020 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:31 || Estimated Time: 23:51:13
2023-07-26 12:11:06,579 semantic_segmentation INFO: Iters: 101160/150000 || Lr: 0.007285 || Task Loss: 0.4439 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:48 || Estimated Time: 23:50:55
2023-07-26 12:11:23,707 semantic_segmentation INFO: Iters: 101170/150000 || Lr: 0.007284 || Task Loss: 0.3581 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:05 || Estimated Time: 23:50:37
2023-07-26 12:11:40,900 semantic_segmentation INFO: Iters: 101180/150000 || Lr: 0.007283 || Task Loss: 0.5571 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:23 || Estimated Time: 23:50:19
2023-07-26 12:11:58,096 semantic_segmentation INFO: Iters: 101190/150000 || Lr: 0.007281 || Task Loss: 0.3166 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:40 || Estimated Time: 23:50:02
2023-07-26 12:12:15,293 semantic_segmentation INFO: Iters: 101200/150000 || Lr: 0.007280 || Task Loss: 0.5960 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:57 || Estimated Time: 23:49:44
2023-07-26 12:12:32,509 semantic_segmentation INFO: Iters: 101210/150000 || Lr: 0.007279 || Task Loss: 0.4382 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:14 || Estimated Time: 23:49:26
2023-07-26 12:12:49,661 semantic_segmentation INFO: Iters: 101220/150000 || Lr: 0.007277 || Task Loss: 0.3634 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:31 || Estimated Time: 23:49:08
2023-07-26 12:13:06,980 semantic_segmentation INFO: Iters: 101230/150000 || Lr: 0.007276 || Task Loss: 0.5131 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:49 || Estimated Time: 23:48:51
2023-07-26 12:13:24,119 semantic_segmentation INFO: Iters: 101240/150000 || Lr: 0.007275 || Task Loss: 0.5930 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:06 || Estimated Time: 23:48:33
2023-07-26 12:13:41,499 semantic_segmentation INFO: Iters: 101250/150000 || Lr: 0.007273 || Task Loss: 0.4663 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:23 || Estimated Time: 23:48:15
2023-07-26 12:13:58,639 semantic_segmentation INFO: Iters: 101260/150000 || Lr: 0.007272 || Task Loss: 0.3523 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:40 || Estimated Time: 23:47:57
2023-07-26 12:14:15,814 semantic_segmentation INFO: Iters: 101270/150000 || Lr: 0.007271 || Task Loss: 0.4807 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:58 || Estimated Time: 23:47:40
2023-07-26 12:14:33,013 semantic_segmentation INFO: Iters: 101280/150000 || Lr: 0.007269 || Task Loss: 0.4733 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:15 || Estimated Time: 23:47:22
2023-07-26 12:14:50,140 semantic_segmentation INFO: Iters: 101290/150000 || Lr: 0.007268 || Task Loss: 0.4610 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:32 || Estimated Time: 23:47:04
2023-07-26 12:15:07,339 semantic_segmentation INFO: Iters: 101300/150000 || Lr: 0.007267 || Task Loss: 0.3955 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:49 || Estimated Time: 23:46:46
2023-07-26 12:15:24,621 semantic_segmentation INFO: Iters: 101310/150000 || Lr: 0.007265 || Task Loss: 0.4368 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:06 || Estimated Time: 23:46:29
2023-07-26 12:15:41,804 semantic_segmentation INFO: Iters: 101320/150000 || Lr: 0.007264 || Task Loss: 0.3345 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:24 || Estimated Time: 23:46:11
2023-07-26 12:15:58,936 semantic_segmentation INFO: Iters: 101330/150000 || Lr: 0.007263 || Task Loss: 0.3004 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:41 || Estimated Time: 23:45:53
2023-07-26 12:16:16,171 semantic_segmentation INFO: Iters: 101340/150000 || Lr: 0.007261 || Task Loss: 0.4406 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:58 || Estimated Time: 23:45:35
2023-07-26 12:16:33,570 semantic_segmentation INFO: Iters: 101350/150000 || Lr: 0.007260 || Task Loss: 0.5420 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:15 || Estimated Time: 23:45:18
2023-07-26 12:16:50,639 semantic_segmentation INFO: Iters: 101360/150000 || Lr: 0.007259 || Task Loss: 0.3277 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:32 || Estimated Time: 23:45:00
2023-07-26 12:17:08,265 semantic_segmentation INFO: Iters: 101370/150000 || Lr: 0.007257 || Task Loss: 0.3966 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:50 || Estimated Time: 23:44:42
2023-07-26 12:17:25,364 semantic_segmentation INFO: Iters: 101380/150000 || Lr: 0.007256 || Task Loss: 0.4538 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:07 || Estimated Time: 23:44:24
2023-07-26 12:17:42,940 semantic_segmentation INFO: Iters: 101390/150000 || Lr: 0.007255 || Task Loss: 0.5301 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:25 || Estimated Time: 23:44:07
2023-07-26 12:18:00,159 semantic_segmentation INFO: Iters: 101400/150000 || Lr: 0.007253 || Task Loss: 0.5380 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:42 || Estimated Time: 23:43:49
2023-07-26 12:18:17,453 semantic_segmentation INFO: Iters: 101410/150000 || Lr: 0.007252 || Task Loss: 0.3293 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:59 || Estimated Time: 23:43:31
2023-07-26 12:18:34,596 semantic_segmentation INFO: Iters: 101420/150000 || Lr: 0.007250 || Task Loss: 0.2759 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:16 || Estimated Time: 23:43:14
2023-07-26 12:18:51,856 semantic_segmentation INFO: Iters: 101430/150000 || Lr: 0.007249 || Task Loss: 0.5914 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:34 || Estimated Time: 23:42:56
2023-07-26 12:19:09,101 semantic_segmentation INFO: Iters: 101440/150000 || Lr: 0.007248 || Task Loss: 0.2835 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:51 || Estimated Time: 23:42:38
2023-07-26 12:19:26,282 semantic_segmentation INFO: Iters: 101450/150000 || Lr: 0.007246 || Task Loss: 0.5627 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:08 || Estimated Time: 23:42:20
2023-07-26 12:19:43,777 semantic_segmentation INFO: Iters: 101460/150000 || Lr: 0.007245 || Task Loss: 0.5945 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:26 || Estimated Time: 23:42:03
2023-07-26 12:20:00,991 semantic_segmentation INFO: Iters: 101470/150000 || Lr: 0.007244 || Task Loss: 0.2982 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:43 || Estimated Time: 23:41:45
2023-07-26 12:20:18,209 semantic_segmentation INFO: Iters: 101480/150000 || Lr: 0.007242 || Task Loss: 0.4966 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:00 || Estimated Time: 23:41:27
2023-07-26 12:20:35,419 semantic_segmentation INFO: Iters: 101490/150000 || Lr: 0.007241 || Task Loss: 0.2687 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:17 || Estimated Time: 23:41:09
2023-07-26 12:20:52,823 semantic_segmentation INFO: Iters: 101500/150000 || Lr: 0.007240 || Task Loss: 0.5720 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:35 || Estimated Time: 23:40:52
2023-07-26 12:21:09,923 semantic_segmentation INFO: Iters: 101510/150000 || Lr: 0.007238 || Task Loss: 0.4340 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:52 || Estimated Time: 23:40:34
2023-07-26 12:21:27,239 semantic_segmentation INFO: Iters: 101520/150000 || Lr: 0.007237 || Task Loss: 0.4125 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:09 || Estimated Time: 23:40:16
2023-07-26 12:21:44,467 semantic_segmentation INFO: Iters: 101530/150000 || Lr: 0.007236 || Task Loss: 0.3665 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:26 || Estimated Time: 23:39:59
2023-07-26 12:22:01,729 semantic_segmentation INFO: Iters: 101540/150000 || Lr: 0.007234 || Task Loss: 0.3793 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:44 || Estimated Time: 23:39:41
2023-07-26 12:22:19,348 semantic_segmentation INFO: Iters: 101550/150000 || Lr: 0.007233 || Task Loss: 0.3646 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:01 || Estimated Time: 23:39:23
2023-07-26 12:22:36,451 semantic_segmentation INFO: Iters: 101560/150000 || Lr: 0.007232 || Task Loss: 0.5000 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:18 || Estimated Time: 23:39:05
2023-07-26 12:22:53,957 semantic_segmentation INFO: Iters: 101570/150000 || Lr: 0.007230 || Task Loss: 0.3316 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:36 || Estimated Time: 23:38:48
2023-07-26 12:23:11,177 semantic_segmentation INFO: Iters: 101580/150000 || Lr: 0.007229 || Task Loss: 0.5574 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:53 || Estimated Time: 23:38:30
2023-07-26 12:23:28,473 semantic_segmentation INFO: Iters: 101590/150000 || Lr: 0.007228 || Task Loss: 0.4467 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:36:10 || Estimated Time: 23:38:12
2023-07-26 12:23:45,701 semantic_segmentation INFO: Iters: 101600/150000 || Lr: 0.007226 || Task Loss: 0.4829 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:36:27 || Estimated Time: 23:37:55
2023-07-26 12:23:45,828 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 12:23:46,207 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.091
2023-07-26 12:23:46,236 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.134
2023-07-26 12:23:46,249 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.145
2023-07-26 12:23:46,263 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.146
2023-07-26 12:23:46,277 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.217
2023-07-26 12:23:46,289 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.262
2023-07-26 12:23:46,303 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.300
2023-07-26 12:23:46,317 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.306
2023-07-26 12:23:46,330 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.343
2023-07-26 12:23:46,344 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.383
2023-07-26 12:23:46,358 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.940, mIoU: 0.385
2023-07-26 12:23:46,372 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.378
2023-07-26 12:23:46,385 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.369
2023-07-26 12:23:46,399 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.901, mIoU: 0.360
2023-07-26 12:23:46,413 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.901, mIoU: 0.350
2023-07-26 12:23:46,426 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.904, mIoU: 0.346
2023-07-26 12:23:46,436 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.340
2023-07-26 12:23:46,449 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.900, mIoU: 0.339
2023-07-26 12:23:46,463 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.903, mIoU: 0.347
2023-07-26 12:23:46,479 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.904, mIoU: 0.390
2023-07-26 12:23:46,493 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.908, mIoU: 0.393
2023-07-26 12:23:46,508 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.908, mIoU: 0.396
2023-07-26 12:23:46,522 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.906, mIoU: 0.426
2023-07-26 12:23:46,538 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.431
2023-07-26 12:23:46,553 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.910, mIoU: 0.434
2023-07-26 12:23:46,566 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.437
2023-07-26 12:23:46,581 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.434
2023-07-26 12:23:46,592 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.909, mIoU: 0.433
2023-07-26 12:23:46,607 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.905, mIoU: 0.422
2023-07-26 12:23:46,622 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.908, mIoU: 0.422
2023-07-26 12:23:46,636 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.423
2023-07-26 12:23:46,651 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.423
2023-07-26 12:23:46,666 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.915, mIoU: 0.433
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2023-07-26 12:23:46,695 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.906, mIoU: 0.443
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2023-07-26 12:23:46,723 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.443
2023-07-26 12:23:46,735 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-26 12:23:46,751 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.477
2023-07-26 12:23:46,764 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.475
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2023-07-26 12:23:46,805 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.498
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2023-07-26 12:23:46,833 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.909, mIoU: 0.505
2023-07-26 12:23:46,847 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.509
2023-07-26 12:23:46,860 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.515
2023-07-26 12:23:46,872 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-26 12:23:46,886 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.516
2023-07-26 12:23:46,901 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-26 12:23:46,917 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.911, mIoU: 0.512
2023-07-26 12:23:46,931 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.913, mIoU: 0.512
2023-07-26 12:23:46,944 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.914, mIoU: 0.509
2023-07-26 12:23:46,959 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.510
2023-07-26 12:23:46,974 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.514
2023-07-26 12:23:46,987 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-26 12:23:47,003 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.506
2023-07-26 12:23:47,020 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.505
2023-07-26 12:23:47,034 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.915, mIoU: 0.506
2023-07-26 12:23:47,049 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.910, mIoU: 0.555
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2023-07-26 12:23:47,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.552
2023-07-26 12:23:47,091 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.552
2023-07-26 12:23:47,110 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.559
2023-07-26 12:23:47,124 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.559
2023-07-26 12:23:47,139 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.559
2023-07-26 12:23:47,154 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.560
2023-07-26 12:23:47,168 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.605
2023-07-26 12:23:47,183 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.606
2023-07-26 12:23:47,199 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.605
2023-07-26 12:23:47,215 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.628
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2023-07-26 12:23:47,245 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.626
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2023-07-26 12:23:47,277 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.628
2023-07-26 12:23:47,293 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.618
2023-07-26 12:23:47,309 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-26 12:23:47,318 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 12:23:47,335 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 12:23:47,352 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:47,366 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.619
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2023-07-26 12:23:47,412 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-26 12:23:47,428 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.596
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2023-07-26 12:23:47,458 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.908, mIoU: 0.594
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2023-07-26 12:23:47,488 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.605
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2023-07-26 12:23:47,546 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.903, mIoU: 0.604
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2023-07-26 12:23:47,736 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-26 12:23:47,867 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 12:23:47,880 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:47,893 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 12:23:47,908 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 12:23:47,921 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 12:23:47,936 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-26 12:23:47,964 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 12:23:47,977 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.905, mIoU: 0.596
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2023-07-26 12:23:48,333 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 12:23:48,343 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:23:48,358 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 12:23:52,292 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.901, mIoU: 0.588
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2023-07-26 12:23:52,399 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-26 12:23:52,413 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 12:23:52,428 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-26 12:23:52,441 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 12:23:52,458 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 12:23:52,472 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 12:23:52,487 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.901, mIoU: 0.594
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2023-07-26 12:23:52,516 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 12:23:52,531 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 12:23:52,546 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.901, mIoU: 0.594
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2023-07-26 12:23:52,575 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.902, mIoU: 0.594
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2023-07-26 12:23:52,621 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 12:23:52,636 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 12:23:52,651 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 12:23:52,667 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 12:23:52,682 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:23:52,698 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-26 12:23:52,728 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:23:52,741 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:23:52,755 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:23:52,771 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:23:52,787 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 12:23:52,803 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 12:23:52,818 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 12:23:52,831 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.901, mIoU: 0.594
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2023-07-26 12:23:52,860 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.902, mIoU: 0.594
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2023-07-26 12:23:52,885 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 12:23:52,899 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 12:23:52,914 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 12:23:52,930 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.902, mIoU: 0.594
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2023-07-26 12:23:52,962 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 12:23:52,978 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 12:23:52,987 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 12:23:52,997 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 12:23:53,011 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 12:23:53,024 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.596
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2023-07-26 12:23:53,053 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 12:23:53,068 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.597
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2023-07-26 12:23:53,100 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 12:23:53,116 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.598
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2023-07-26 12:23:53,161 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 12:23:53,176 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 12:23:53,190 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 12:23:53,206 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 12:23:53,218 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 12:23:53,233 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 12:23:53,247 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 12:23:53,262 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 12:23:53,277 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 12:23:53,292 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 12:23:53,302 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 12:23:53,315 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 12:23:53,330 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 12:23:53,345 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 12:23:53,358 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 12:23:53,372 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:23:53,386 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 12:23:53,402 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 12:23:53,432 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 12:23:53,516 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.609
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2023-07-26 12:23:53,558 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 12:23:53,574 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 12:23:53,590 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 12:23:53,605 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 12:23:53,621 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,635 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,648 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,662 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,677 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 12:23:53,691 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 12:23:53,705 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 12:23:53,721 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,737 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:23:53,752 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 12:23:53,765 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 12:23:53,779 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 12:23:53,794 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 12:23:53,809 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 12:23:53,824 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 12:23:53,839 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 12:23:53,852 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 12:23:53,867 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 12:23:53,882 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 12:23:53,895 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:53,910 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:53,921 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 12:23:53,936 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 12:23:53,949 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 12:23:53,961 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 12:23:53,974 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 12:23:53,989 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,005 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 12:23:54,020 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,035 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,044 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,059 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 12:23:54,075 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,091 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 12:23:54,106 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 12:23:54,122 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 12:23:54,135 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 12:23:54,149 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 12:23:54,164 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,179 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,194 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,207 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,220 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,235 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,249 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,264 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 12:23:54,277 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,292 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:54,307 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:54,323 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:54,336 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:54,351 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,367 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,381 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 12:23:54,397 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,412 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,428 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 12:23:54,443 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-26 12:23:54,472 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 12:23:54,531 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-26 12:23:54,560 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 12:23:54,575 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-26 12:23:54,819 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-26 12:23:55,114 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-26 12:23:55,175 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:23:55,189 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 12:23:55,204 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,220 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,235 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,248 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,264 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,277 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,292 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,307 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:23:55,322 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:23:55,337 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:23:55,352 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:23:55,367 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,381 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,396 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,411 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,426 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,444 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,460 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 12:23:55,475 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,485 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,498 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 12:23:55,513 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,527 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,541 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,554 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,568 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,583 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,600 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,615 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,631 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,645 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,660 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,673 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,688 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,704 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:23:55,720 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,736 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,751 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,766 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,780 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,795 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:23:55,809 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,822 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,834 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,848 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,863 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,878 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,890 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,904 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,919 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,934 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,946 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:23:55,958 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,966 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,980 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:23:55,995 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,010 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,025 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,040 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,055 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,070 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,085 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,097 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,112 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,126 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,141 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,155 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,168 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,180 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:23:56,193 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,207 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:23:56,221 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 12:23:56,235 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 12:23:56,248 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 12:23:56,263 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:23:56,280 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:23:56,292 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:23:56,306 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:23:56,320 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:23:56,331 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:23:56,347 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,362 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,377 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,392 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,407 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,423 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,436 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,451 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,466 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,483 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,499 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,514 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,529 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,542 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,555 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,567 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,582 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,599 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,612 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,625 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:23:56,641 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,656 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,672 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,688 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,704 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,718 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,733 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,747 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,762 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,778 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,793 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,810 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,823 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,838 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,853 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,866 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,879 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:56,894 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:56,909 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,924 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,938 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:56,950 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,962 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:56,976 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:56,988 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:57,003 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:57,019 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,033 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,048 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,062 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,077 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,093 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,106 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,119 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,134 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,150 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,163 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,178 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:57,194 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:57,208 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:57,222 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:57,237 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:57,254 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,271 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,285 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,300 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,314 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,330 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,344 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,357 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,373 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,388 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,402 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,418 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,434 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:57,449 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:57,465 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:57,478 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:57,491 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 12:23:57,505 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 12:23:57,519 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 12:23:57,532 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 12:23:57,545 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 12:23:57,560 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,573 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,586 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,601 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,616 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,631 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,647 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,660 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,674 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,689 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:23:57,704 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:23:57,720 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:23:57,735 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:23:57,748 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:23:57,761 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,773 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,789 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,805 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,819 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,833 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:23:57,845 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 12:23:57,858 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 12:23:57,874 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 12:23:57,889 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:57,903 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,918 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,932 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:57,948 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:57,961 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 12:23:57,977 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 12:23:57,990 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,006 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,021 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,035 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,050 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,065 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,080 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:58,095 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:58,110 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:58,125 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,140 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:23:58,154 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,169 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,183 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,196 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,209 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,222 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,238 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,252 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,270 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,286 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:58,298 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,313 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,330 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,345 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,359 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,375 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,390 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,404 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,419 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,435 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,450 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,463 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,475 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,492 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:58,507 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:58,522 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:23:58,536 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:23:58,551 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:58,566 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,581 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,596 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,609 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,624 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,637 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:58,652 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,667 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,681 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,697 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,710 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:23:58,726 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,742 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,757 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,772 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,787 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,802 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,817 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,833 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,848 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,864 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,879 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,889 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,904 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,917 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,932 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,948 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,964 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,977 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:58,992 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:59,008 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,022 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,039 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,055 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:23:59,068 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,085 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,100 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,116 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,130 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,145 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:23:59,161 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,177 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,191 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,206 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,222 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,235 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,249 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,265 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,278 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,292 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,306 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,320 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:23:59,335 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:59,350 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:23:59,366 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:23:59,381 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:23:59,396 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:23:59,409 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:23:59,422 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:23:59,437 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:23:59,450 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:23:59,463 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:23:59,479 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:23:59,494 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:59,510 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:23:59,526 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:23:59,540 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:59,554 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:59,571 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,586 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,600 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:23:59,616 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:23:59,629 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:23:59,645 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 12:23:59,660 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,677 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,692 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,707 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:23:59,716 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,732 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,748 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,761 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,776 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,791 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,806 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,819 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,833 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,848 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:23:59,864 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 12:23:59,879 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,893 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:23:59,910 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 12:23:59,926 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,940 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,955 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,971 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,985 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 12:23:59,999 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:24:00,014 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:24:00,030 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:24:00,045 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:24:00,053 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 12:24:00,067 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 12:24:00,080 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:24:00,093 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:24:00,104 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 12:24:00,120 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:24:00,134 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:24:00,150 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:24:00,162 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,175 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,190 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,201 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,216 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,229 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,244 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,259 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,274 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,289 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,301 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,315 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,330 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,346 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,361 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,376 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,390 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,400 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,412 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,425 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,437 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,453 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,466 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,482 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:00,498 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,513 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,527 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:00,543 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,558 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,573 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,589 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,604 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,618 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,633 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,649 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:00,662 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,675 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,690 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,702 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,718 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,732 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,747 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:00,763 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:00,780 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:00,796 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:00,810 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:00,826 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:00,841 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,856 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,872 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,885 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,898 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,913 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,929 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 12:24:00,944 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 12:24:00,959 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,976 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:00,992 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:24:01,008 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:01,023 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:01,036 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:01,052 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:01,063 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:01,077 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 12:24:01,092 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 12:24:01,104 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,120 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,135 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,150 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,166 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,182 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,197 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,211 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,224 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,239 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,252 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,267 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,282 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,295 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,310 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,322 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,338 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,353 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,369 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:01,385 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 12:24:01,400 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,414 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,427 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,442 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,455 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,469 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,485 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,500 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,515 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,528 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,541 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,557 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,572 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,588 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,601 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,615 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,630 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,645 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 12:24:01,660 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,675 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,690 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,705 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,719 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,734 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,749 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,764 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,778 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,793 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:01,806 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:01,821 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,836 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,852 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,864 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 12:24:01,879 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:01,894 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,910 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,923 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,938 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,953 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:01,968 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:01,984 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:01,999 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,015 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,028 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,044 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,060 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,074 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,089 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,102 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,111 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,126 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,141 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,154 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,170 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:02,185 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,198 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:24:02,211 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:02,226 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,240 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,255 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,272 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,286 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,303 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,317 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,330 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 12:24:02,346 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,361 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,376 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,389 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,403 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,418 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,434 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,449 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,464 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 12:24:02,477 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,493 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,507 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,521 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,537 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,552 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,567 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:02,582 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,595 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,610 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-26 12:24:02,640 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,654 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,667 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,683 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,696 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,709 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,721 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-26 12:24:02,750 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,765 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,780 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,790 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,803 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,819 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-26 12:24:02,909 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:02,923 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,938 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,952 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:24:02,967 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:24:02,979 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:02,993 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-26 12:24:03,066 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:24:03,081 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:03,096 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:03,108 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:03,123 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 12:24:03,138 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-26 12:24:03,252 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.910, mIoU: 0.621
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2023-07-26 12:24:03,397 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.910, mIoU: 0.621
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2023-07-26 12:24:03,674 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,689 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,702 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,717 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,734 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,749 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,761 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,776 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,791 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,801 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:03,817 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:03,832 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:03,847 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:03,861 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:03,873 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,889 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,903 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:03,918 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,931 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:03,946 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:03,959 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:03,972 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:03,987 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:04,003 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,018 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,032 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,049 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,062 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,077 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,092 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,107 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,122 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:04,135 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,148 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,164 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,180 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,195 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,208 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,222 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,237 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,252 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,266 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,279 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,294 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,309 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,324 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,339 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,354 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,370 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,383 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,398 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,413 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,426 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,441 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,456 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,471 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,486 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,501 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:24:04,516 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,530 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,544 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,559 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,574 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,590 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,604 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,619 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,634 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,647 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,660 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,675 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,690 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,703 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,718 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,733 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,748 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,763 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,778 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,792 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,807 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,821 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,834 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,847 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,860 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,873 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,888 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,903 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,916 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,929 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,945 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:04,956 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,970 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:04,986 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:05,001 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:05,017 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:05,032 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:05,046 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:05,061 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:05,076 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,090 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,106 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,121 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,138 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,151 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,167 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,182 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,197 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,212 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,225 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,240 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,256 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,271 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,286 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,300 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,315 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,330 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,346 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,361 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,377 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,392 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,408 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,418 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,432 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,445 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,458 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,475 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,489 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,504 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,516 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,529 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:05,542 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,557 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,570 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,585 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,600 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,612 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,627 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,643 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,657 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,672 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:05,688 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,701 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,717 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,729 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,745 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,760 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:05,776 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,791 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,805 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,818 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,833 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:05,847 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,862 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,875 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,888 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,903 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,918 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,932 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,945 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,960 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,977 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:05,993 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,007 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,030 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,059 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,088 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,118 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,134 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,150 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,181 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 12:24:06,210 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-26 12:24:06,302 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:06,316 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:06,331 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-26 12:24:06,359 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 12:24:06,372 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 12:24:06,430 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:06,445 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-26 12:24:06,489 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 12:24:06,517 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,532 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,548 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,563 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,578 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,591 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,607 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,622 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,637 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,652 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,667 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,682 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,697 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,710 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:24:06,725 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,738 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,753 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,768 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,783 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,798 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,813 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,827 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,837 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,852 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,866 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,881 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:24:06,896 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,911 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,926 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,938 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,948 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,964 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,979 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:06,994 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:07,007 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:07,023 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,038 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,052 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,067 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,083 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,097 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,113 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,127 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,142 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:07,157 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:07,173 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 12:24:07,186 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,202 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,217 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 12:24:07,232 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:07,248 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:07,261 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:07,275 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:07,290 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:24:07,307 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:24:24,715 semantic_segmentation INFO: Iters: 101610/150000 || Lr: 0.007225 || Task Loss: 0.5095 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:06 || Estimated Time: 23:37:47
2023-07-26 12:24:41,669 semantic_segmentation INFO: Iters: 101620/150000 || Lr: 0.007224 || Task Loss: 0.4836 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:23 || Estimated Time: 23:37:29
2023-07-26 12:24:58,977 semantic_segmentation INFO: Iters: 101630/150000 || Lr: 0.007222 || Task Loss: 0.4126 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:41 || Estimated Time: 23:37:12
2023-07-26 12:25:16,285 semantic_segmentation INFO: Iters: 101640/150000 || Lr: 0.007221 || Task Loss: 0.4364 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:58 || Estimated Time: 23:36:54
2023-07-26 12:25:33,438 semantic_segmentation INFO: Iters: 101650/150000 || Lr: 0.007220 || Task Loss: 0.8107 || KD Loss: 0.2517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:15 || Estimated Time: 23:36:36
2023-07-26 12:25:50,642 semantic_segmentation INFO: Iters: 101660/150000 || Lr: 0.007218 || Task Loss: 0.5184 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:32 || Estimated Time: 23:36:18
2023-07-26 12:26:07,899 semantic_segmentation INFO: Iters: 101670/150000 || Lr: 0.007217 || Task Loss: 0.8280 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:50 || Estimated Time: 23:36:01
2023-07-26 12:26:25,045 semantic_segmentation INFO: Iters: 101680/150000 || Lr: 0.007216 || Task Loss: 0.3304 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:07 || Estimated Time: 23:35:43
2023-07-26 12:26:42,322 semantic_segmentation INFO: Iters: 101690/150000 || Lr: 0.007214 || Task Loss: 0.4907 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:24 || Estimated Time: 23:35:25
2023-07-26 12:26:59,539 semantic_segmentation INFO: Iters: 101700/150000 || Lr: 0.007213 || Task Loss: 0.4750 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:41 || Estimated Time: 23:35:07
2023-07-26 12:27:16,814 semantic_segmentation INFO: Iters: 101710/150000 || Lr: 0.007212 || Task Loss: 0.5178 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:59 || Estimated Time: 23:34:50
2023-07-26 12:27:34,025 semantic_segmentation INFO: Iters: 101720/150000 || Lr: 0.007210 || Task Loss: 0.5185 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:16 || Estimated Time: 23:34:32
2023-07-26 12:27:51,234 semantic_segmentation INFO: Iters: 101730/150000 || Lr: 0.007209 || Task Loss: 0.5988 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:33 || Estimated Time: 23:34:14
2023-07-26 12:28:08,808 semantic_segmentation INFO: Iters: 101740/150000 || Lr: 0.007207 || Task Loss: 0.3911 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:51 || Estimated Time: 23:33:57
2023-07-26 12:28:25,871 semantic_segmentation INFO: Iters: 101750/150000 || Lr: 0.007206 || Task Loss: 0.4232 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:08 || Estimated Time: 23:33:39
2023-07-26 12:28:43,068 semantic_segmentation INFO: Iters: 101760/150000 || Lr: 0.007205 || Task Loss: 0.4425 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:25 || Estimated Time: 23:33:21
2023-07-26 12:29:00,270 semantic_segmentation INFO: Iters: 101770/150000 || Lr: 0.007203 || Task Loss: 0.3964 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:42 || Estimated Time: 23:33:03
2023-07-26 12:29:17,461 semantic_segmentation INFO: Iters: 101780/150000 || Lr: 0.007202 || Task Loss: 0.4498 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:59 || Estimated Time: 23:32:45
2023-07-26 12:29:34,876 semantic_segmentation INFO: Iters: 101790/150000 || Lr: 0.007201 || Task Loss: 0.3760 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:17 || Estimated Time: 23:32:28
2023-07-26 12:29:52,079 semantic_segmentation INFO: Iters: 101800/150000 || Lr: 0.007199 || Task Loss: 0.5074 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:34 || Estimated Time: 23:32:10
2023-07-26 12:30:09,297 semantic_segmentation INFO: Iters: 101810/150000 || Lr: 0.007198 || Task Loss: 0.2935 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:51 || Estimated Time: 23:31:52
2023-07-26 12:30:26,502 semantic_segmentation INFO: Iters: 101820/150000 || Lr: 0.007197 || Task Loss: 0.4576 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:43:08 || Estimated Time: 23:31:35
2023-07-26 12:30:44,110 semantic_segmentation INFO: Iters: 101830/150000 || Lr: 0.007195 || Task Loss: 0.4318 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:43:26 || Estimated Time: 23:31:17
2023-07-26 12:31:01,530 semantic_segmentation INFO: Iters: 101840/150000 || Lr: 0.007194 || Task Loss: 0.3769 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:43:43 || Estimated Time: 23:30:59
2023-07-26 12:31:18,736 semantic_segmentation INFO: Iters: 101850/150000 || Lr: 0.007193 || Task Loss: 0.4418 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:01 || Estimated Time: 23:30:42
2023-07-26 12:31:35,927 semantic_segmentation INFO: Iters: 101860/150000 || Lr: 0.007191 || Task Loss: 0.5708 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:18 || Estimated Time: 23:30:24
2023-07-26 12:31:53,421 semantic_segmentation INFO: Iters: 101870/150000 || Lr: 0.007190 || Task Loss: 0.4863 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:35 || Estimated Time: 23:30:06
2023-07-26 12:32:10,619 semantic_segmentation INFO: Iters: 101880/150000 || Lr: 0.007189 || Task Loss: 0.3915 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:52 || Estimated Time: 23:29:48
2023-07-26 12:32:27,814 semantic_segmentation INFO: Iters: 101890/150000 || Lr: 0.007187 || Task Loss: 0.4282 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:10 || Estimated Time: 23:29:31
2023-07-26 12:32:45,013 semantic_segmentation INFO: Iters: 101900/150000 || Lr: 0.007186 || Task Loss: 0.4160 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:27 || Estimated Time: 23:29:13
2023-07-26 12:33:02,167 semantic_segmentation INFO: Iters: 101910/150000 || Lr: 0.007185 || Task Loss: 0.4479 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:44 || Estimated Time: 23:28:55
2023-07-26 12:33:19,369 semantic_segmentation INFO: Iters: 101920/150000 || Lr: 0.007183 || Task Loss: 0.4295 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:01 || Estimated Time: 23:28:37
2023-07-26 12:33:36,624 semantic_segmentation INFO: Iters: 101930/150000 || Lr: 0.007182 || Task Loss: 0.3549 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:18 || Estimated Time: 23:28:20
2023-07-26 12:33:53,829 semantic_segmentation INFO: Iters: 101940/150000 || Lr: 0.007181 || Task Loss: 0.3237 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:36 || Estimated Time: 23:28:02
2023-07-26 12:34:11,133 semantic_segmentation INFO: Iters: 101950/150000 || Lr: 0.007179 || Task Loss: 0.5487 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:53 || Estimated Time: 23:27:44
2023-07-26 12:34:28,337 semantic_segmentation INFO: Iters: 101960/150000 || Lr: 0.007178 || Task Loss: 0.3208 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:10 || Estimated Time: 23:27:26
2023-07-26 12:34:45,534 semantic_segmentation INFO: Iters: 101970/150000 || Lr: 0.007177 || Task Loss: 0.4913 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:27 || Estimated Time: 23:27:09
2023-07-26 12:35:02,751 semantic_segmentation INFO: Iters: 101980/150000 || Lr: 0.007175 || Task Loss: 0.5451 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:45 || Estimated Time: 23:26:51
2023-07-26 12:35:19,966 semantic_segmentation INFO: Iters: 101990/150000 || Lr: 0.007174 || Task Loss: 0.5169 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:02 || Estimated Time: 23:26:33
2023-07-26 12:35:37,448 semantic_segmentation INFO: Iters: 102000/150000 || Lr: 0.007173 || Task Loss: 0.4579 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:19 || Estimated Time: 23:26:16
2023-07-26 12:35:54,783 semantic_segmentation INFO: Iters: 102010/150000 || Lr: 0.007171 || Task Loss: 0.5018 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:37 || Estimated Time: 23:25:58
2023-07-26 12:36:12,008 semantic_segmentation INFO: Iters: 102020/150000 || Lr: 0.007170 || Task Loss: 0.8070 || KD Loss: 0.3298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:54 || Estimated Time: 23:25:40
2023-07-26 12:36:29,269 semantic_segmentation INFO: Iters: 102030/150000 || Lr: 0.007169 || Task Loss: 0.4784 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:11 || Estimated Time: 23:25:22
2023-07-26 12:36:46,485 semantic_segmentation INFO: Iters: 102040/150000 || Lr: 0.007167 || Task Loss: 0.4756 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:28 || Estimated Time: 23:25:05
2023-07-26 12:37:03,711 semantic_segmentation INFO: Iters: 102050/150000 || Lr: 0.007166 || Task Loss: 0.3607 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:45 || Estimated Time: 23:24:47
2023-07-26 12:37:21,013 semantic_segmentation INFO: Iters: 102060/150000 || Lr: 0.007164 || Task Loss: 0.6618 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:03 || Estimated Time: 23:24:29
2023-07-26 12:37:38,506 semantic_segmentation INFO: Iters: 102070/150000 || Lr: 0.007163 || Task Loss: 0.5552 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:20 || Estimated Time: 23:24:12
2023-07-26 12:37:55,627 semantic_segmentation INFO: Iters: 102080/150000 || Lr: 0.007162 || Task Loss: 0.4035 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:37 || Estimated Time: 23:23:54
2023-07-26 12:38:13,033 semantic_segmentation INFO: Iters: 102090/150000 || Lr: 0.007160 || Task Loss: 0.3988 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:55 || Estimated Time: 23:23:36
2023-07-26 12:38:30,305 semantic_segmentation INFO: Iters: 102100/150000 || Lr: 0.007159 || Task Loss: 0.3587 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:12 || Estimated Time: 23:23:18
2023-07-26 12:38:47,516 semantic_segmentation INFO: Iters: 102110/150000 || Lr: 0.007158 || Task Loss: 0.4992 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:29 || Estimated Time: 23:23:01
2023-07-26 12:39:04,675 semantic_segmentation INFO: Iters: 102120/150000 || Lr: 0.007156 || Task Loss: 0.6264 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:46 || Estimated Time: 23:22:43
2023-07-26 12:39:21,842 semantic_segmentation INFO: Iters: 102130/150000 || Lr: 0.007155 || Task Loss: 0.4915 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:04 || Estimated Time: 23:22:25
2023-07-26 12:39:39,055 semantic_segmentation INFO: Iters: 102140/150000 || Lr: 0.007154 || Task Loss: 0.3487 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:21 || Estimated Time: 23:22:07
2023-07-26 12:39:56,333 semantic_segmentation INFO: Iters: 102150/150000 || Lr: 0.007152 || Task Loss: 0.4161 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:38 || Estimated Time: 23:21:50
2023-07-26 12:40:13,551 semantic_segmentation INFO: Iters: 102160/150000 || Lr: 0.007151 || Task Loss: 0.3542 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:55 || Estimated Time: 23:21:32
2023-07-26 12:40:30,821 semantic_segmentation INFO: Iters: 102170/150000 || Lr: 0.007150 || Task Loss: 0.5381 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:13 || Estimated Time: 23:21:14
2023-07-26 12:40:48,225 semantic_segmentation INFO: Iters: 102180/150000 || Lr: 0.007148 || Task Loss: 0.4616 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:30 || Estimated Time: 23:20:57
2023-07-26 12:41:05,584 semantic_segmentation INFO: Iters: 102190/150000 || Lr: 0.007147 || Task Loss: 0.4456 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:47 || Estimated Time: 23:20:39
2023-07-26 12:41:22,756 semantic_segmentation INFO: Iters: 102200/150000 || Lr: 0.007146 || Task Loss: 0.5015 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:05 || Estimated Time: 23:20:21
2023-07-26 12:41:39,883 semantic_segmentation INFO: Iters: 102210/150000 || Lr: 0.007144 || Task Loss: 0.4151 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:22 || Estimated Time: 23:20:03
2023-07-26 12:41:57,296 semantic_segmentation INFO: Iters: 102220/150000 || Lr: 0.007143 || Task Loss: 0.2932 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:39 || Estimated Time: 23:19:46
2023-07-26 12:42:14,855 semantic_segmentation INFO: Iters: 102230/150000 || Lr: 0.007142 || Task Loss: 0.3866 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:57 || Estimated Time: 23:19:28
2023-07-26 12:42:32,092 semantic_segmentation INFO: Iters: 102240/150000 || Lr: 0.007140 || Task Loss: 0.5616 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:14 || Estimated Time: 23:19:10
2023-07-26 12:42:49,283 semantic_segmentation INFO: Iters: 102250/150000 || Lr: 0.007139 || Task Loss: 0.3473 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:31 || Estimated Time: 23:18:53
2023-07-26 12:43:06,499 semantic_segmentation INFO: Iters: 102260/150000 || Lr: 0.007138 || Task Loss: 0.3798 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:48 || Estimated Time: 23:18:35
2023-07-26 12:43:23,821 semantic_segmentation INFO: Iters: 102270/150000 || Lr: 0.007136 || Task Loss: 0.4772 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:06 || Estimated Time: 23:18:17
2023-07-26 12:43:41,203 semantic_segmentation INFO: Iters: 102280/150000 || Lr: 0.007135 || Task Loss: 0.3889 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:23 || Estimated Time: 23:17:59
2023-07-26 12:43:58,788 semantic_segmentation INFO: Iters: 102290/150000 || Lr: 0.007134 || Task Loss: 0.3382 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:41 || Estimated Time: 23:17:42
2023-07-26 12:44:15,844 semantic_segmentation INFO: Iters: 102300/150000 || Lr: 0.007132 || Task Loss: 0.3533 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:58 || Estimated Time: 23:17:24
2023-07-26 12:44:33,147 semantic_segmentation INFO: Iters: 102310/150000 || Lr: 0.007131 || Task Loss: 0.4767 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:15 || Estimated Time: 23:17:06
2023-07-26 12:44:50,359 semantic_segmentation INFO: Iters: 102320/150000 || Lr: 0.007129 || Task Loss: 0.4851 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:32 || Estimated Time: 23:16:49
2023-07-26 12:45:07,643 semantic_segmentation INFO: Iters: 102330/150000 || Lr: 0.007128 || Task Loss: 0.5742 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:49 || Estimated Time: 23:16:31
2023-07-26 12:45:24,952 semantic_segmentation INFO: Iters: 102340/150000 || Lr: 0.007127 || Task Loss: 0.5060 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:07 || Estimated Time: 23:16:13
2023-07-26 12:45:42,235 semantic_segmentation INFO: Iters: 102350/150000 || Lr: 0.007125 || Task Loss: 0.3132 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:24 || Estimated Time: 23:15:55
2023-07-26 12:45:59,431 semantic_segmentation INFO: Iters: 102360/150000 || Lr: 0.007124 || Task Loss: 0.4767 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:41 || Estimated Time: 23:15:38
2023-07-26 12:46:16,647 semantic_segmentation INFO: Iters: 102370/150000 || Lr: 0.007123 || Task Loss: 0.4801 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:58 || Estimated Time: 23:15:20
2023-07-26 12:46:33,865 semantic_segmentation INFO: Iters: 102380/150000 || Lr: 0.007121 || Task Loss: 0.6287 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:16 || Estimated Time: 23:15:02
2023-07-26 12:46:51,164 semantic_segmentation INFO: Iters: 102390/150000 || Lr: 0.007120 || Task Loss: 0.4418 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:33 || Estimated Time: 23:14:45
2023-07-26 12:47:08,385 semantic_segmentation INFO: Iters: 102400/150000 || Lr: 0.007119 || Task Loss: 0.5504 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:50 || Estimated Time: 23:14:27
2023-07-26 12:47:08,509 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 12:47:08,906 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-26 12:47:08,951 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.130
2023-07-26 12:47:08,963 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.132
2023-07-26 12:47:08,977 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.134
2023-07-26 12:47:08,990 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.207
2023-07-26 12:47:09,002 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.252
2023-07-26 12:47:09,016 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.939, mIoU: 0.281
2023-07-26 12:47:09,030 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.286
2023-07-26 12:47:09,042 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.320
2023-07-26 12:47:09,056 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.365
2023-07-26 12:47:09,070 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.933, mIoU: 0.367
2023-07-26 12:47:09,086 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.933, mIoU: 0.364
2023-07-26 12:47:09,099 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.896, mIoU: 0.357
2023-07-26 12:47:09,113 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.892, mIoU: 0.335
2023-07-26 12:47:09,128 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.895, mIoU: 0.329
2023-07-26 12:47:09,140 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.898, mIoU: 0.325
2023-07-26 12:47:09,151 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.890, mIoU: 0.318
2023-07-26 12:47:09,164 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.885, mIoU: 0.314
2023-07-26 12:47:09,178 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.890, mIoU: 0.326
2023-07-26 12:47:09,194 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.892, mIoU: 0.363
2023-07-26 12:47:09,209 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.892, mIoU: 0.351
2023-07-26 12:47:09,224 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.895, mIoU: 0.364
2023-07-26 12:47:09,239 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.893, mIoU: 0.395
2023-07-26 12:47:09,254 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.897, mIoU: 0.404
2023-07-26 12:47:09,270 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.898, mIoU: 0.406
2023-07-26 12:47:09,285 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.897, mIoU: 0.412
2023-07-26 12:47:09,300 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.413
2023-07-26 12:47:09,312 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.901, mIoU: 0.413
2023-07-26 12:47:09,327 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.897, mIoU: 0.401
2023-07-26 12:47:09,342 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.402
2023-07-26 12:47:09,356 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.903, mIoU: 0.405
2023-07-26 12:47:09,372 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.404
2023-07-26 12:47:09,387 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.411
2023-07-26 12:47:09,402 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.409
2023-07-26 12:47:09,417 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.441
2023-07-26 12:47:09,432 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.442
2023-07-26 12:47:09,445 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.446
2023-07-26 12:47:09,458 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.490
2023-07-26 12:47:09,475 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.481
2023-07-26 12:47:09,488 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.478
2023-07-26 12:47:09,502 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.504
2023-07-26 12:47:09,518 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.504
2023-07-26 12:47:09,533 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-26 12:47:09,547 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.502
2023-07-26 12:47:09,563 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-26 12:47:09,578 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.513
2023-07-26 12:47:09,592 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.519
2023-07-26 12:47:09,605 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.519
2023-07-26 12:47:09,620 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.525
2023-07-26 12:47:09,636 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-26 12:47:09,653 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-26 12:47:09,668 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.524
2023-07-26 12:47:09,682 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-26 12:47:09,698 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-26 12:47:09,714 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.524
2023-07-26 12:47:09,727 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.519
2023-07-26 12:47:09,743 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.516
2023-07-26 12:47:09,761 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-26 12:47:09,774 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-26 12:47:09,789 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.559
2023-07-26 12:47:09,803 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.531
2023-07-26 12:47:09,819 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.528
2023-07-26 12:47:09,832 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.528
2023-07-26 12:47:09,850 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.534
2023-07-26 12:47:09,864 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.541
2023-07-26 12:47:09,880 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.540
2023-07-26 12:47:09,895 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.541
2023-07-26 12:47:09,909 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.588
2023-07-26 12:47:09,925 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.589
2023-07-26 12:47:09,941 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.584
2023-07-26 12:47:09,957 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.606
2023-07-26 12:47:09,971 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.606
2023-07-26 12:47:09,987 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.915, mIoU: 0.598
2023-07-26 12:47:10,003 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.598
2023-07-26 12:47:10,018 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-26 12:47:10,034 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.595
2023-07-26 12:47:10,049 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.592
2023-07-26 12:47:10,059 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.591
2023-07-26 12:47:10,074 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.911, mIoU: 0.600
2023-07-26 12:47:10,091 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.912, mIoU: 0.602
2023-07-26 12:47:10,104 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.913, mIoU: 0.607
2023-07-26 12:47:10,119 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.913, mIoU: 0.608
2023-07-26 12:47:10,134 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.609
2023-07-26 12:47:10,149 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.913, mIoU: 0.609
2023-07-26 12:47:10,164 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.603
2023-07-26 12:47:10,179 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.911, mIoU: 0.605
2023-07-26 12:47:10,194 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.911, mIoU: 0.599
2023-07-26 12:47:10,208 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.910, mIoU: 0.594
2023-07-26 12:47:10,223 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:47:10,236 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 12:47:10,251 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-26 12:47:10,266 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-26 12:47:10,281 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 12:47:10,297 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:10,313 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 12:47:10,329 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:10,343 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:10,357 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:10,373 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:47:10,387 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:10,403 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:47:10,418 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:47:10,432 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:10,448 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:47:10,464 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 12:47:10,477 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:10,492 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:47:10,507 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:10,520 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:10,533 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 12:47:10,546 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:10,559 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:10,574 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:10,588 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:10,603 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 12:47:10,616 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 12:47:10,629 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 12:47:10,644 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 12:47:10,657 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 12:47:10,671 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 12:47:10,686 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 12:47:10,700 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 12:47:10,714 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-26 12:47:10,731 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-26 12:47:10,746 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.914, mIoU: 0.615
2023-07-26 12:47:10,755 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.914, mIoU: 0.617
2023-07-26 12:47:10,767 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.914, mIoU: 0.617
2023-07-26 12:47:10,784 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-26 12:47:10,793 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-26 12:47:10,807 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 12:47:10,823 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-26 12:47:10,838 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 12:47:10,852 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-26 12:47:10,868 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 12:47:10,882 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 12:47:10,895 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.917, mIoU: 0.629
2023-07-26 12:47:10,910 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-26 12:47:10,924 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-26 12:47:10,939 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-26 12:47:10,953 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-26 12:47:10,968 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-26 12:47:10,984 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-26 12:47:11,000 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-26 12:47:11,016 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 12:47:11,031 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 12:47:11,046 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.917, mIoU: 0.629
2023-07-26 12:47:11,061 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-26 12:47:11,076 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 12:47:11,087 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 12:47:11,102 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 12:47:11,118 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 12:47:11,132 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 12:47:11,147 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 12:47:11,160 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 12:47:11,174 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 12:47:11,189 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 12:47:11,205 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 12:47:11,220 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 12:47:11,236 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 12:47:11,251 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 12:47:11,266 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 12:47:11,282 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 12:47:11,295 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 12:47:11,310 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-26 12:47:11,349 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-26 12:47:11,394 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 12:47:11,410 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.914, mIoU: 0.626
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2023-07-26 12:47:11,470 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.912, mIoU: 0.620
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2023-07-26 12:47:11,619 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.912, mIoU: 0.621
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2023-07-26 12:47:11,840 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.911, mIoU: 0.613
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2023-07-26 12:47:11,871 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.909, mIoU: 0.611
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2023-07-26 12:47:12,799 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.902, mIoU: 0.613
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2023-07-26 12:47:12,829 semantic_segmentation INFO: Sample: 266, Validation pixAcc: 0.902, mIoU: 0.612
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2023-07-26 12:47:12,871 semantic_segmentation INFO: Sample: 269, Validation pixAcc: 0.903, mIoU: 0.613
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2023-07-26 12:47:14,105 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 12:47:14,180 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:47:14,221 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 12:47:14,236 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 12:47:14,251 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 12:47:14,266 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-26 12:47:14,323 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-26 12:47:14,368 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 12:47:14,384 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 12:47:14,398 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:47:14,414 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.902, mIoU: 0.593
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2023-07-26 12:47:14,445 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.902, mIoU: 0.594
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2023-07-26 12:47:14,492 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 12:47:14,508 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.902, mIoU: 0.592
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2023-07-26 12:47:14,569 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 12:47:14,584 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 12:47:14,599 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.904, mIoU: 0.594
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2023-07-26 12:47:14,714 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:14,730 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:14,745 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:14,760 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:14,773 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 12:47:14,785 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:14,803 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.904, mIoU: 0.594
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2023-07-26 12:47:14,879 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 12:47:14,892 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 12:47:14,907 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:47:14,923 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:47:14,938 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 12:47:14,952 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:47:14,966 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 12:47:14,980 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.903, mIoU: 0.590
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2023-07-26 12:47:15,005 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 12:47:15,020 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.902, mIoU: 0.589
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2023-07-26 12:47:15,123 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 12:47:15,136 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 12:47:15,152 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 12:47:15,164 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 12:47:15,181 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:15,194 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 12:47:15,209 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 12:47:15,225 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-26 12:47:15,254 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 12:47:15,269 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.903, mIoU: 0.596
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2023-07-26 12:47:15,297 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 12:47:15,313 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:15,327 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:15,343 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:15,358 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.903, mIoU: 0.596
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2023-07-26 12:47:15,553 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.902, mIoU: 0.593
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2023-07-26 12:47:15,716 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 12:47:15,730 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:15,743 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:15,758 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 12:47:15,771 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 12:47:15,787 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 12:47:15,804 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 12:47:15,821 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 12:47:15,836 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 12:47:15,852 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.904, mIoU: 0.597
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2023-07-26 12:47:15,882 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 12:47:15,911 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 12:47:15,927 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 12:47:15,939 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 12:47:15,954 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 12:47:15,984 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:47:16,000 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 12:47:16,015 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 12:47:16,083 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 12:47:16,110 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:47:16,124 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:47:16,140 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:47:16,154 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:47:16,163 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:47:16,178 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 12:47:16,193 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.906, mIoU: 0.607
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2023-07-26 12:47:16,222 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 12:47:16,237 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:47:16,251 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 12:47:16,267 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 12:47:16,281 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 12:47:16,297 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:47:16,313 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:47:16,329 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 12:47:16,345 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-26 12:47:16,372 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 12:47:16,388 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 12:47:16,403 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:47:16,418 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 12:47:16,432 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 12:47:16,449 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-26 12:47:16,493 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.607
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2023-07-26 12:47:16,522 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.907, mIoU: 0.608
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2023-07-26 12:47:16,552 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 12:47:16,567 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:47:16,595 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-26 12:47:16,623 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 12:47:16,638 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 12:47:16,650 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-26 12:47:16,691 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.615
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2023-07-26 12:47:16,718 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 12:47:16,734 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-26 12:47:17,008 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,023 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.616
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2023-07-26 12:47:17,068 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 12:47:17,085 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-26 12:47:17,144 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-26 12:47:17,175 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:17,188 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:17,204 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:17,220 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:17,237 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:17,247 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 12:47:17,262 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,278 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 12:47:17,290 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,306 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,319 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,334 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,349 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,364 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,377 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,389 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,402 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,417 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,432 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,448 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,463 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,478 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,492 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,507 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,524 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,537 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,553 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,568 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 12:47:17,583 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:47:17,598 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 12:47:17,613 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,624 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,640 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,655 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,670 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,685 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,700 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,713 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 12:47:17,728 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 12:47:17,743 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:47:17,758 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:47:17,771 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:47:17,786 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:47:17,801 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 12:47:17,816 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 12:47:17,831 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 12:47:17,847 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 12:47:17,862 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 12:47:17,878 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 12:47:17,894 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 12:47:17,909 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 12:47:17,923 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 12:47:17,938 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:17,954 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:17,969 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:17,983 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:17,999 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:18,013 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:18,028 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:18,044 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:18,060 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:18,075 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 12:47:18,090 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:18,105 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,119 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,133 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:18,147 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:18,162 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:18,180 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:18,194 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:18,209 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:18,219 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:18,232 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,247 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,260 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,274 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,288 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,302 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,318 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:18,335 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 12:47:18,351 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:47:18,367 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,381 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,396 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:18,409 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:47:18,424 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:47:18,440 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 12:47:18,456 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:18,472 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,487 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:18,502 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,515 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,530 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:18,545 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:18,558 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:18,571 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,585 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,600 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,615 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,628 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,642 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,657 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,672 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,685 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:18,697 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:18,705 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:18,720 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:18,736 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:18,751 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:18,767 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,782 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,797 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,812 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,827 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,840 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,855 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,869 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,884 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 12:47:18,900 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:18,914 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:18,928 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:18,942 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:18,957 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 12:47:18,971 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 12:47:18,984 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 12:47:18,998 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:19,013 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,030 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,042 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,056 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,070 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,081 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,097 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 12:47:19,112 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 12:47:19,128 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 12:47:19,144 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,159 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,175 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,189 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:19,204 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,220 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,237 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,253 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,268 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,284 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,297 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,310 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:19,323 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:19,339 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:19,356 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:19,369 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:19,383 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:19,398 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,413 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,428 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,444 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,459 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,472 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,487 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,501 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,515 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,530 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,544 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,561 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,574 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,590 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,605 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,618 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,632 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,647 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:19,663 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,678 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:19,693 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,705 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:19,719 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:19,734 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:19,748 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:19,764 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:19,781 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:47:19,795 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:19,811 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:19,825 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,841 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,857 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,871 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,885 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,901 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:19,916 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:19,930 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:19,945 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:19,961 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:19,976 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:19,990 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,005 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,020 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,037 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,050 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,064 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,077 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,093 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,105 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,118 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,133 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,148 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,161 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,176 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,192 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,208 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:20,224 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:20,237 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:20,250 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,264 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,277 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,290 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,303 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,319 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,333 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,346 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,361 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,377 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,393 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,410 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,424 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,437 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,453 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:20,469 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:20,485 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:20,500 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:20,514 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:20,527 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,538 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,554 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,569 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,583 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,597 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,608 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,621 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,636 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,651 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:20,663 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,678 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,691 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,706 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,719 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,734 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,748 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 12:47:20,763 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:20,778 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 12:47:20,792 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 12:47:20,808 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,823 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,838 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,853 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,868 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,883 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,898 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,913 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,927 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:20,943 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,956 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,970 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:20,983 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,000 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,014 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,031 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,046 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,058 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,073 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,089 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,104 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:21,117 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,133 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,148 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,162 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,176 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,193 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,208 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,221 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,233 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,251 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:21,266 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:21,282 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:21,295 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 12:47:21,311 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:21,327 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:21,342 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:21,357 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:21,370 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,385 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,398 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,413 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,427 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,440 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:21,456 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:21,469 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:21,483 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,498 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,513 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,528 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,543 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,557 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,571 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,588 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,603 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,619 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,634 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,645 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,659 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,672 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,688 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,703 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,719 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,732 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,748 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,763 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,778 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,794 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,810 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,824 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,840 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,855 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,871 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,884 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,899 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:21,915 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,931 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,944 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,959 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:21,975 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:21,988 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,002 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:22,018 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:22,031 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:22,046 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 12:47:22,059 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:22,073 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:22,088 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:22,103 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:22,118 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,134 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,149 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,162 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,175 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,190 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,204 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,217 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,232 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,247 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,262 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,278 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,291 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 12:47:22,304 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,321 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,336 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,349 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,364 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,378 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 12:47:22,394 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,409 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,426 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,441 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,456 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,466 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,482 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,498 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,512 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,527 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,542 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,558 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,571 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,586 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,601 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,616 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,631 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 12:47:22,646 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,662 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,678 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,690 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,705 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,720 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,734 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 12:47:22,746 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 12:47:22,761 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 12:47:22,777 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,792 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 12:47:22,800 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 12:47:22,813 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,827 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,840 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 12:47:22,852 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,867 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,882 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,898 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 12:47:22,910 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,923 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,939 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,950 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,966 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:22,979 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:22,995 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,009 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,024 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,039 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,051 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,064 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,079 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,094 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,109 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,123 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,136 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,146 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,157 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,170 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,182 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,197 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,210 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,225 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,241 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,257 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,271 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:23,287 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,302 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,317 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,333 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,347 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,362 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,377 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,393 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,406 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,419 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,434 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,446 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,463 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,476 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,491 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,506 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,523 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,539 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,552 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,567 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,582 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,597 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 12:47:23,612 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 12:47:23,625 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 12:47:23,638 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 12:47:23,653 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 12:47:23,668 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 12:47:23,684 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 12:47:23,699 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 12:47:23,714 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 12:47:23,730 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 12:47:23,745 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 12:47:23,760 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,772 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,788 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:23,799 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:23,812 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,828 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 12:47:23,840 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,855 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,871 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,886 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,903 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,919 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:23,934 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,950 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:23,962 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,978 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:23,991 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,006 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,021 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,034 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,049 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,062 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,077 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,092 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,107 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:24,122 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:24,137 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:24,150 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:24,162 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 12:47:24,178 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,190 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,204 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,219 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,234 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,250 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,263 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,276 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,292 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,308 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,323 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,337 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,350 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 12:47:24,365 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,380 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,396 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,411 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,426 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 12:47:24,441 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:24,456 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:24,471 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:24,486 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 12:47:24,501 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,516 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,531 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,544 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,559 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,574 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,590 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,602 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,617 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,632 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,648 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,661 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,677 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,692 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,706 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,722 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,737 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,753 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,766 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:24,781 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,797 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,811 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,826 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,839 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:24,848 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,863 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,878 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:24,891 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:24,907 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:24,921 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:24,934 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:24,947 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:24,962 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:24,977 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:24,992 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,009 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,023 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,040 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:25,055 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:25,069 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 12:47:25,084 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,099 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,115 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,127 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,140 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,156 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,171 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,186 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,201 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,214 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,229 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,243 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 12:47:25,256 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,272 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,287 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,302 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,317 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,330 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,344 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,359 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,374 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,389 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,402 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,417 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,430 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,443 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,456 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,471 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,487 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,502 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,517 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,527 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,541 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,557 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,573 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,586 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,602 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,618 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,633 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,647 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,661 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,676 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,689 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,704 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,716 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,729 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,744 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,759 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,774 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,788 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,801 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:25,816 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,832 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,844 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:25,859 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 12:47:25,875 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:25,890 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:25,905 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:25,918 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 12:47:25,931 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:25,946 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:25,961 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:25,975 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 12:47:25,989 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:26,004 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:26,021 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,035 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,046 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,061 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,077 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,092 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,107 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:26,120 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:26,135 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 12:47:26,149 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,162 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,177 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,192 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,207 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,223 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,238 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,253 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,267 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,282 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,295 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,309 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,325 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,340 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,353 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,368 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 12:47:26,379 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,394 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,410 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,425 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,438 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,453 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,470 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 12:47:26,485 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,496 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,511 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,526 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,537 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,552 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,567 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,582 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,595 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 12:47:26,608 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 12:47:26,623 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 12:47:26,637 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,652 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 12:47:26,664 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 12:47:26,680 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,693 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,706 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,721 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,736 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,751 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 12:47:26,766 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 12:47:26,782 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,796 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,811 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,825 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,840 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,856 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,869 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,882 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,898 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,913 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,929 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,942 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:26,955 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,970 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:26,985 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:26,998 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,012 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,027 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,042 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,057 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,072 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,087 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,103 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,116 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,131 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,146 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,159 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,174 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,189 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,203 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,218 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,233 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 12:47:27,248 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,263 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,277 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,292 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,308 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,324 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,338 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:27,354 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,370 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,383 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,396 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,411 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,427 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,440 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,455 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,471 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:27,486 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:27,501 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:27,517 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,532 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,547 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,560 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,574 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,587 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,600 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,613 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,628 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,643 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,656 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,669 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,684 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,696 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,710 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,726 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,742 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,757 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,772 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,785 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:27,801 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 12:47:27,816 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:27,829 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,844 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,860 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:27,876 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:27,890 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,905 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:27,920 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-26 12:47:27,935 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:27,950 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:27,962 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:27,977 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:27,992 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,007 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,022 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,035 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,050 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,065 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,080 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,095 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,110 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,125 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,140 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,151 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,165 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,178 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,191 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,208 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,222 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,237 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,249 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,262 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,276 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,290 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,304 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,319 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,335 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,348 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,363 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,379 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,392 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,407 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,422 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,435 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,450 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,463 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,478 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,494 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,509 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,525 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,538 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,552 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,567 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 12:47:28,582 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,597 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,610 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,623 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,638 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,653 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,668 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,682 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,697 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,714 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,729 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,745 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,760 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,768 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,783 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,796 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 12:47:28,809 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 12:47:28,824 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:28,839 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 12:47:28,853 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:28,869 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:28,885 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:28,900 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:28,915 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:28,928 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:28,943 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:28,960 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:28,975 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:28,991 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,006 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,022 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,036 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,050 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,065 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,080 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,093 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,106 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,121 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,137 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,152 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:29,168 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,183 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,198 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,213 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,226 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,242 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,255 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,271 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,287 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,302 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,318 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,331 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,346 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,361 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,376 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,391 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,406 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,421 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,436 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,448 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 12:47:29,463 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-26 12:47:29,476 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,491 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,505 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,520 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,535 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,551 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,566 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:29,576 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:29,591 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:29,605 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 12:47:29,620 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,636 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,651 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,667 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,679 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,688 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,706 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,721 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,737 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,750 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,765 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,780 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,793 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,808 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,823 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,837 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,852 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,865 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,879 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,894 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,909 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,922 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,938 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,953 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,969 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 12:47:29,986 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:29,999 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:30,014 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:30,029 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 12:47:30,046 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 12:47:47,078 semantic_segmentation INFO: Iters: 102410/150000 || Lr: 0.007117 || Task Loss: 0.3981 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:29 || Estimated Time: 23:14:19
2023-07-26 12:48:04,094 semantic_segmentation INFO: Iters: 102420/150000 || Lr: 0.007116 || Task Loss: 0.4018 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:46 || Estimated Time: 23:14:01
2023-07-26 12:48:21,350 semantic_segmentation INFO: Iters: 102430/150000 || Lr: 0.007115 || Task Loss: 0.5555 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:03 || Estimated Time: 23:13:43
2023-07-26 12:48:38,571 semantic_segmentation INFO: Iters: 102440/150000 || Lr: 0.007113 || Task Loss: 0.5517 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:20 || Estimated Time: 23:13:26
2023-07-26 12:48:55,788 semantic_segmentation INFO: Iters: 102450/150000 || Lr: 0.007112 || Task Loss: 0.3829 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:38 || Estimated Time: 23:13:08
2023-07-26 12:49:13,105 semantic_segmentation INFO: Iters: 102460/150000 || Lr: 0.007111 || Task Loss: 0.4047 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:55 || Estimated Time: 23:12:50
2023-07-26 12:49:30,317 semantic_segmentation INFO: Iters: 102470/150000 || Lr: 0.007109 || Task Loss: 0.4013 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:12 || Estimated Time: 23:12:33
2023-07-26 12:49:47,599 semantic_segmentation INFO: Iters: 102480/150000 || Lr: 0.007108 || Task Loss: 0.4757 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:29 || Estimated Time: 23:12:15
2023-07-26 12:50:05,119 semantic_segmentation INFO: Iters: 102490/150000 || Lr: 0.007107 || Task Loss: 0.3818 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:47 || Estimated Time: 23:11:57
2023-07-26 12:50:22,326 semantic_segmentation INFO: Iters: 102500/150000 || Lr: 0.007105 || Task Loss: 0.5704 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:04 || Estimated Time: 23:11:39
2023-07-26 12:50:39,795 semantic_segmentation INFO: Iters: 102510/150000 || Lr: 0.007104 || Task Loss: 0.4026 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:22 || Estimated Time: 23:11:22
2023-07-26 12:50:57,029 semantic_segmentation INFO: Iters: 102520/150000 || Lr: 0.007103 || Task Loss: 0.4670 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:39 || Estimated Time: 23:11:04
2023-07-26 12:51:14,302 semantic_segmentation INFO: Iters: 102530/150000 || Lr: 0.007101 || Task Loss: 0.3333 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:56 || Estimated Time: 23:10:46
2023-07-26 12:51:31,560 semantic_segmentation INFO: Iters: 102540/150000 || Lr: 0.007100 || Task Loss: 0.4196 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:13 || Estimated Time: 23:10:29
2023-07-26 12:51:48,930 semantic_segmentation INFO: Iters: 102550/150000 || Lr: 0.007099 || Task Loss: 0.3173 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:31 || Estimated Time: 23:10:11
2023-07-26 12:52:06,123 semantic_segmentation INFO: Iters: 102560/150000 || Lr: 0.007097 || Task Loss: 0.4884 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:48 || Estimated Time: 23:09:53
2023-07-26 12:52:23,169 semantic_segmentation INFO: Iters: 102570/150000 || Lr: 0.007096 || Task Loss: 0.4047 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:05 || Estimated Time: 23:09:35
2023-07-26 12:52:40,771 semantic_segmentation INFO: Iters: 102580/150000 || Lr: 0.007094 || Task Loss: 0.6444 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:23 || Estimated Time: 23:09:18
2023-07-26 12:52:57,848 semantic_segmentation INFO: Iters: 102590/150000 || Lr: 0.007093 || Task Loss: 0.3110 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:40 || Estimated Time: 23:09:00
2023-07-26 12:53:15,397 semantic_segmentation INFO: Iters: 102600/150000 || Lr: 0.007092 || Task Loss: 0.4863 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:57 || Estimated Time: 23:08:42
2023-07-26 12:53:32,866 semantic_segmentation INFO: Iters: 102610/150000 || Lr: 0.007090 || Task Loss: 0.5647 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:06:15 || Estimated Time: 23:08:25
2023-07-26 12:53:50,087 semantic_segmentation INFO: Iters: 102620/150000 || Lr: 0.007089 || Task Loss: 0.5032 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:06:32 || Estimated Time: 23:08:07
2023-07-26 12:54:07,306 semantic_segmentation INFO: Iters: 102630/150000 || Lr: 0.007088 || Task Loss: 0.4756 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:06:49 || Estimated Time: 23:07:49
2023-07-26 12:54:24,508 semantic_segmentation INFO: Iters: 102640/150000 || Lr: 0.007086 || Task Loss: 0.5737 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:06 || Estimated Time: 23:07:32
2023-07-26 12:54:41,789 semantic_segmentation INFO: Iters: 102650/150000 || Lr: 0.007085 || Task Loss: 0.4004 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:24 || Estimated Time: 23:07:14
2023-07-26 12:54:59,115 semantic_segmentation INFO: Iters: 102660/150000 || Lr: 0.007084 || Task Loss: 0.3431 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:41 || Estimated Time: 23:06:56
2023-07-26 12:55:16,323 semantic_segmentation INFO: Iters: 102670/150000 || Lr: 0.007082 || Task Loss: 0.3678 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:58 || Estimated Time: 23:06:38
2023-07-26 12:55:33,491 semantic_segmentation INFO: Iters: 102680/150000 || Lr: 0.007081 || Task Loss: 0.5008 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:15 || Estimated Time: 23:06:21
2023-07-26 12:55:50,810 semantic_segmentation INFO: Iters: 102690/150000 || Lr: 0.007080 || Task Loss: 0.4076 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:33 || Estimated Time: 23:06:03
2023-07-26 12:56:08,360 semantic_segmentation INFO: Iters: 102700/150000 || Lr: 0.007078 || Task Loss: 0.4341 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:50 || Estimated Time: 23:05:45
2023-07-26 12:56:25,459 semantic_segmentation INFO: Iters: 102710/150000 || Lr: 0.007077 || Task Loss: 0.5368 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:07 || Estimated Time: 23:05:28
2023-07-26 12:56:43,000 semantic_segmentation INFO: Iters: 102720/150000 || Lr: 0.007076 || Task Loss: 0.5008 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:25 || Estimated Time: 23:05:10
2023-07-26 12:57:00,060 semantic_segmentation INFO: Iters: 102730/150000 || Lr: 0.007074 || Task Loss: 0.4834 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:42 || Estimated Time: 23:04:52
2023-07-26 12:57:17,141 semantic_segmentation INFO: Iters: 102740/150000 || Lr: 0.007073 || Task Loss: 0.5055 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:59 || Estimated Time: 23:04:34
2023-07-26 12:57:34,276 semantic_segmentation INFO: Iters: 102750/150000 || Lr: 0.007072 || Task Loss: 0.5396 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:10:16 || Estimated Time: 23:04:17
2023-07-26 12:57:51,639 semantic_segmentation INFO: Iters: 102760/150000 || Lr: 0.007070 || Task Loss: 0.3522 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:10:33 || Estimated Time: 23:03:59
2023-07-26 12:58:09,027 semantic_segmentation INFO: Iters: 102770/150000 || Lr: 0.007069 || Task Loss: 0.4258 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:10:51 || Estimated Time: 23:03:41
2023-07-26 12:58:26,088 semantic_segmentation INFO: Iters: 102780/150000 || Lr: 0.007068 || Task Loss: 0.3377 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:08 || Estimated Time: 23:03:23
2023-07-26 12:58:43,706 semantic_segmentation INFO: Iters: 102790/150000 || Lr: 0.007066 || Task Loss: 0.3547 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:25 || Estimated Time: 23:03:06
2023-07-26 12:59:00,886 semantic_segmentation INFO: Iters: 102800/150000 || Lr: 0.007065 || Task Loss: 0.4861 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:43 || Estimated Time: 23:02:48
2023-07-26 12:59:18,417 semantic_segmentation INFO: Iters: 102810/150000 || Lr: 0.007064 || Task Loss: 0.5025 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:00 || Estimated Time: 23:02:30
2023-07-26 12:59:35,589 semantic_segmentation INFO: Iters: 102820/150000 || Lr: 0.007062 || Task Loss: 0.5050 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:17 || Estimated Time: 23:02:13
2023-07-26 12:59:52,796 semantic_segmentation INFO: Iters: 102830/150000 || Lr: 0.007061 || Task Loss: 0.4495 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:35 || Estimated Time: 23:01:55
2023-07-26 13:00:10,011 semantic_segmentation INFO: Iters: 102840/150000 || Lr: 0.007059 || Task Loss: 0.5074 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:52 || Estimated Time: 23:01:37
2023-07-26 13:00:27,503 semantic_segmentation INFO: Iters: 102850/150000 || Lr: 0.007058 || Task Loss: 0.3861 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:09 || Estimated Time: 23:01:20
2023-07-26 13:00:44,820 semantic_segmentation INFO: Iters: 102860/150000 || Lr: 0.007057 || Task Loss: 0.2867 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:27 || Estimated Time: 23:01:02
2023-07-26 13:01:02,020 semantic_segmentation INFO: Iters: 102870/150000 || Lr: 0.007055 || Task Loss: 0.4964 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:44 || Estimated Time: 23:00:44
2023-07-26 13:01:19,550 semantic_segmentation INFO: Iters: 102880/150000 || Lr: 0.007054 || Task Loss: 0.4178 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:01 || Estimated Time: 23:00:26
2023-07-26 13:01:37,141 semantic_segmentation INFO: Iters: 102890/150000 || Lr: 0.007053 || Task Loss: 0.3885 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:19 || Estimated Time: 23:00:09
2023-07-26 13:01:54,346 semantic_segmentation INFO: Iters: 102900/150000 || Lr: 0.007051 || Task Loss: 0.4106 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:36 || Estimated Time: 22:59:51
2023-07-26 13:02:11,565 semantic_segmentation INFO: Iters: 102910/150000 || Lr: 0.007050 || Task Loss: 0.4867 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:53 || Estimated Time: 22:59:33
2023-07-26 13:02:28,777 semantic_segmentation INFO: Iters: 102920/150000 || Lr: 0.007049 || Task Loss: 0.4996 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:11 || Estimated Time: 22:59:16
2023-07-26 13:02:46,125 semantic_segmentation INFO: Iters: 102930/150000 || Lr: 0.007047 || Task Loss: 0.4187 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:28 || Estimated Time: 22:58:58
2023-07-26 13:03:03,363 semantic_segmentation INFO: Iters: 102940/150000 || Lr: 0.007046 || Task Loss: 0.4012 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:45 || Estimated Time: 22:58:40
2023-07-26 13:03:20,563 semantic_segmentation INFO: Iters: 102950/150000 || Lr: 0.007045 || Task Loss: 0.3267 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:02 || Estimated Time: 22:58:23
2023-07-26 13:03:37,807 semantic_segmentation INFO: Iters: 102960/150000 || Lr: 0.007043 || Task Loss: 0.4147 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:20 || Estimated Time: 22:58:05
2023-07-26 13:03:55,071 semantic_segmentation INFO: Iters: 102970/150000 || Lr: 0.007042 || Task Loss: 0.4418 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:37 || Estimated Time: 22:57:47
2023-07-26 13:04:12,711 semantic_segmentation INFO: Iters: 102980/150000 || Lr: 0.007041 || Task Loss: 0.6253 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:54 || Estimated Time: 22:57:30
2023-07-26 13:04:30,120 semantic_segmentation INFO: Iters: 102990/150000 || Lr: 0.007039 || Task Loss: 0.5183 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:12 || Estimated Time: 22:57:12
2023-07-26 13:04:47,331 semantic_segmentation INFO: Iters: 103000/150000 || Lr: 0.007038 || Task Loss: 0.6009 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:29 || Estimated Time: 22:56:54
2023-07-26 13:05:04,640 semantic_segmentation INFO: Iters: 103010/150000 || Lr: 0.007037 || Task Loss: 0.4424 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:46 || Estimated Time: 22:56:36
2023-07-26 13:05:21,869 semantic_segmentation INFO: Iters: 103020/150000 || Lr: 0.007035 || Task Loss: 0.4016 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:04 || Estimated Time: 22:56:19
2023-07-26 13:05:39,058 semantic_segmentation INFO: Iters: 103030/150000 || Lr: 0.007034 || Task Loss: 0.5090 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:21 || Estimated Time: 22:56:01
2023-07-26 13:05:56,255 semantic_segmentation INFO: Iters: 103040/150000 || Lr: 0.007033 || Task Loss: 0.7658 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:38 || Estimated Time: 22:55:43
2023-07-26 13:06:14,242 semantic_segmentation INFO: Iters: 103050/150000 || Lr: 0.007031 || Task Loss: 0.5241 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:56 || Estimated Time: 22:55:26
2023-07-26 13:06:31,335 semantic_segmentation INFO: Iters: 103060/150000 || Lr: 0.007030 || Task Loss: 0.2951 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:13 || Estimated Time: 22:55:08
2023-07-26 13:06:48,479 semantic_segmentation INFO: Iters: 103070/150000 || Lr: 0.007028 || Task Loss: 0.3844 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:30 || Estimated Time: 22:54:50
2023-07-26 13:07:05,757 semantic_segmentation INFO: Iters: 103080/150000 || Lr: 0.007027 || Task Loss: 0.4269 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:48 || Estimated Time: 22:54:33
2023-07-26 13:07:23,297 semantic_segmentation INFO: Iters: 103090/150000 || Lr: 0.007026 || Task Loss: 0.4296 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:05 || Estimated Time: 22:54:15
2023-07-26 13:07:40,504 semantic_segmentation INFO: Iters: 103100/150000 || Lr: 0.007024 || Task Loss: 0.4259 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:22 || Estimated Time: 22:53:57
2023-07-26 13:07:57,917 semantic_segmentation INFO: Iters: 103110/150000 || Lr: 0.007023 || Task Loss: 0.2774 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:40 || Estimated Time: 22:53:40
2023-07-26 13:08:15,181 semantic_segmentation INFO: Iters: 103120/150000 || Lr: 0.007022 || Task Loss: 0.3958 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:57 || Estimated Time: 22:53:22
2023-07-26 13:08:32,400 semantic_segmentation INFO: Iters: 103130/150000 || Lr: 0.007020 || Task Loss: 0.3854 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:14 || Estimated Time: 22:53:04
2023-07-26 13:08:49,719 semantic_segmentation INFO: Iters: 103140/150000 || Lr: 0.007019 || Task Loss: 0.5268 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:32 || Estimated Time: 22:52:46
2023-07-26 13:09:07,223 semantic_segmentation INFO: Iters: 103150/150000 || Lr: 0.007018 || Task Loss: 0.4914 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:49 || Estimated Time: 22:52:29
2023-07-26 13:09:24,329 semantic_segmentation INFO: Iters: 103160/150000 || Lr: 0.007016 || Task Loss: 0.3589 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:06 || Estimated Time: 22:52:11
2023-07-26 13:09:41,733 semantic_segmentation INFO: Iters: 103170/150000 || Lr: 0.007015 || Task Loss: 0.5352 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:24 || Estimated Time: 22:51:53
2023-07-26 13:09:59,164 semantic_segmentation INFO: Iters: 103180/150000 || Lr: 0.007014 || Task Loss: 0.3655 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:41 || Estimated Time: 22:51:36
2023-07-26 13:10:16,323 semantic_segmentation INFO: Iters: 103190/150000 || Lr: 0.007012 || Task Loss: 0.4732 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:58 || Estimated Time: 22:51:18
2023-07-26 13:10:33,436 semantic_segmentation INFO: Iters: 103200/150000 || Lr: 0.007011 || Task Loss: 0.5740 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:23:15 || Estimated Time: 22:51:00
2023-07-26 13:10:33,564 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:10:33,957 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.087
2023-07-26 13:10:33,983 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-26 13:10:33,995 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.157
2023-07-26 13:10:34,009 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.158
2023-07-26 13:10:34,022 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.230
2023-07-26 13:10:34,034 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.276
2023-07-26 13:10:34,049 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.317
2023-07-26 13:10:34,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.322
2023-07-26 13:10:34,076 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.361
2023-07-26 13:10:34,091 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.402
2023-07-26 13:10:34,105 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.403
2023-07-26 13:10:34,120 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.415
2023-07-26 13:10:34,132 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.912, mIoU: 0.394
2023-07-26 13:10:34,146 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.373
2023-07-26 13:10:34,161 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.907, mIoU: 0.361
2023-07-26 13:10:34,173 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.910, mIoU: 0.356
2023-07-26 13:10:34,184 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.907, mIoU: 0.353
2023-07-26 13:10:34,196 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.351
2023-07-26 13:10:34,211 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.907, mIoU: 0.358
2023-07-26 13:10:34,227 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.402
2023-07-26 13:10:34,242 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.912, mIoU: 0.406
2023-07-26 13:10:34,257 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.416
2023-07-26 13:10:34,272 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.910, mIoU: 0.447
2023-07-26 13:10:34,288 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.431
2023-07-26 13:10:34,305 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.909, mIoU: 0.438
2023-07-26 13:10:34,319 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.442
2023-07-26 13:10:34,334 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.441
2023-07-26 13:10:34,345 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.909, mIoU: 0.440
2023-07-26 13:10:34,361 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.428
2023-07-26 13:10:34,375 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.908, mIoU: 0.428
2023-07-26 13:10:34,390 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.430
2023-07-26 13:10:34,405 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.430
2023-07-26 13:10:34,420 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.915, mIoU: 0.439
2023-07-26 13:10:34,435 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.437
2023-07-26 13:10:34,450 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.452
2023-07-26 13:10:34,466 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.916, mIoU: 0.453
2023-07-26 13:10:34,480 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.454
2023-07-26 13:10:34,493 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.498
2023-07-26 13:10:34,510 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.489
2023-07-26 13:10:34,523 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.488
2023-07-26 13:10:34,537 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.514
2023-07-26 13:10:34,552 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.514
2023-07-26 13:10:34,567 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-26 13:10:34,581 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-26 13:10:34,597 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.519
2023-07-26 13:10:34,613 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.524
2023-07-26 13:10:34,626 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-26 13:10:34,639 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-26 13:10:34,654 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.535
2023-07-26 13:10:34,670 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.535
2023-07-26 13:10:34,685 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-26 13:10:34,700 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.531
2023-07-26 13:10:34,714 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.530
2023-07-26 13:10:34,729 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.528
2023-07-26 13:10:34,744 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.533
2023-07-26 13:10:34,757 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.527
2023-07-26 13:10:34,772 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.525
2023-07-26 13:10:34,789 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.523
2023-07-26 13:10:34,802 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.526
2023-07-26 13:10:34,817 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.915, mIoU: 0.563
2023-07-26 13:10:34,830 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.915, mIoU: 0.565
2023-07-26 13:10:34,845 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-26 13:10:34,858 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.559
2023-07-26 13:10:34,876 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-26 13:10:34,890 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-26 13:10:34,905 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.566
2023-07-26 13:10:34,920 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-26 13:10:34,934 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.609
2023-07-26 13:10:34,949 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.609
2023-07-26 13:10:34,964 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.606
2023-07-26 13:10:34,979 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.620
2023-07-26 13:10:34,993 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.620
2023-07-26 13:10:35,008 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.616
2023-07-26 13:10:35,023 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.616
2023-07-26 13:10:35,038 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.618
2023-07-26 13:10:35,053 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.610
2023-07-26 13:10:35,068 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.606
2023-07-26 13:10:35,078 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-26 13:10:35,093 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 13:10:35,110 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-26 13:10:35,123 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-26 13:10:35,138 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-26 13:10:35,153 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-26 13:10:35,168 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-26 13:10:35,184 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.906, mIoU: 0.588
2023-07-26 13:10:35,199 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.591
2023-07-26 13:10:35,214 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.586
2023-07-26 13:10:35,229 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.586
2023-07-26 13:10:35,244 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 13:10:35,257 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 13:10:35,273 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 13:10:35,289 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 13:10:35,305 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 13:10:35,320 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:35,336 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 13:10:35,352 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 13:10:35,365 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 13:10:35,378 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:35,394 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:35,407 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:35,423 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 13:10:35,437 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 13:10:35,451 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:10:35,465 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:10:35,481 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 13:10:35,494 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:10:35,509 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:10:35,525 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:10:35,538 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:10:35,552 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.906, mIoU: 0.602
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2023-07-26 13:10:41,339 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.903, mIoU: 0.601
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2023-07-26 13:10:41,366 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 13:10:41,381 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 13:10:41,395 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 13:10:41,409 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 13:10:41,425 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 13:10:41,441 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-26 13:10:41,456 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 13:10:41,469 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 13:10:41,483 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-26 13:10:41,499 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 13:10:41,513 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-26 13:10:41,528 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 13:10:41,543 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 13:10:41,555 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 13:10:41,570 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 13:10:41,585 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-26 13:10:41,598 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 13:10:41,612 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 13:10:41,624 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:41,639 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:41,652 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 13:10:41,664 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 13:10:41,676 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 13:10:41,691 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 13:10:41,706 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 13:10:41,721 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 13:10:41,736 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 13:10:41,744 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 13:10:41,759 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 13:10:41,774 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,789 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,805 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,820 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,833 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,847 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,862 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,877 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,893 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,906 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 13:10:41,919 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,934 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,949 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,964 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 13:10:41,977 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 13:10:41,992 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 13:10:42,008 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 13:10:42,024 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 13:10:42,037 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 13:10:42,053 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,068 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,081 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 13:10:42,111 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,125 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,140 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 13:10:42,169 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,184 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,200 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 13:10:42,210 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 13:10:42,225 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 13:10:42,240 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-26 13:10:42,253 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,269 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,282 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,297 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 13:10:42,313 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-26 13:10:42,328 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,341 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,354 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 13:10:42,367 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-26 13:10:42,383 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:10:42,398 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,414 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,428 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,443 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 13:10:42,486 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,499 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,514 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 13:10:42,573 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,584 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,599 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,613 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,627 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-26 13:10:42,642 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-26 13:10:42,669 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:10:42,684 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:10:42,699 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,714 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,727 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,742 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,757 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,773 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 13:10:42,788 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 13:10:42,803 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 13:10:42,819 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:42,834 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:42,849 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:42,864 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 13:10:42,877 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 13:10:42,893 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:42,908 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:42,923 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:42,937 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.906, mIoU: 0.609
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2023-07-26 13:10:42,966 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:42,981 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:42,996 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 13:10:43,012 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 13:10:43,027 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 13:10:43,042 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 13:10:43,057 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,071 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,085 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,100 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,115 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:43,133 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:43,148 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 13:10:43,163 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 13:10:43,173 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 13:10:43,186 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:43,201 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:43,214 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:43,228 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:43,242 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-26 13:10:43,255 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-26 13:10:43,270 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:43,287 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:43,303 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 13:10:43,319 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,332 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,347 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,360 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,375 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,390 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,406 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,421 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 13:10:43,436 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,452 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 13:10:43,465 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 13:10:43,481 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 13:10:43,496 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,509 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,522 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,536 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-26 13:10:43,567 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:43,580 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-26 13:10:43,979 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.908, mIoU: 0.617
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2023-07-26 13:10:44,104 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.908, mIoU: 0.617
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2023-07-26 13:10:44,148 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:44,163 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:44,180 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:44,196 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:44,212 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:44,227 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:44,241 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:44,254 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,266 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,282 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,298 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,311 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,324 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,339 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,354 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,369 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,384 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,399 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,412 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,427 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,440 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,454 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,469 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,484 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,500 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,514 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,530 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,546 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,559 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,573 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,589 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,605 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,621 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,636 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,649 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,662 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:44,676 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,689 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:44,704 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:44,721 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,734 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,749 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,762 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,777 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,792 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:44,805 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:44,818 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,833 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,848 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,861 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:44,877 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:44,892 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:44,907 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 13:10:44,920 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 13:10:44,936 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:44,952 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:44,970 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,983 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:44,998 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,012 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:45,028 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:45,042 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:45,056 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 13:10:45,071 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,087 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,100 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,115 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,131 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,146 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,161 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,174 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,187 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,201 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,215 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,227 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,240 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,256 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,269 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,282 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,296 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,312 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,328 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,344 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,357 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,370 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,385 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,400 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,415 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,430 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,443 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:10:45,456 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,468 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,483 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,499 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,513 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,528 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,540 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,553 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,568 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,584 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,597 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,612 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:10:45,626 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,642 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,655 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,671 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:10:45,684 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,700 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,715 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:10:45,728 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,743 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,758 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,773 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,788 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,803 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,818 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,833 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:10:45,847 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:45,862 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:45,877 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,890 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,903 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,916 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,933 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,947 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:45,964 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:45,979 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:45,991 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,006 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,022 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,038 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,051 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,067 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,082 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,095 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,110 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,125 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,140 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,153 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,165 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,182 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:46,197 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:46,212 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:46,226 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:46,241 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:46,256 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:46,271 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:46,286 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,299 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,314 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:46,327 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:46,342 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:46,356 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:46,369 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,385 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,398 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,413 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:46,428 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,443 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,458 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,473 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:46,487 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:46,502 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,518 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,533 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,549 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,564 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,575 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,589 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,603 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,618 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,634 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,650 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,664 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,679 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,695 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,709 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,725 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,741 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,754 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,769 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,784 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,799 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:46,813 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,828 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,842 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,858 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:46,870 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,885 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,900 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,913 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,926 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:46,942 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,955 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,970 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,984 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:46,998 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,014 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,029 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,045 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,060 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,076 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,089 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,102 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:47,118 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,131 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,144 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,159 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,174 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,189 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,205 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,218 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,231 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,247 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,262 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,275 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,290 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,303 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,319 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,333 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,350 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,366 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,381 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,391 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,408 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,424 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,437 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,452 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,468 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,484 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,497 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,513 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,529 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,544 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,559 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 13:10:47,573 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 13:10:47,589 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 13:10:47,604 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 13:10:47,617 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 13:10:47,632 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 13:10:47,646 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 13:10:47,660 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 13:10:47,673 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 13:10:47,687 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,702 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,717 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,724 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,737 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,750 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,762 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:47,774 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,789 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,803 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,818 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:47,830 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,843 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,858 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,869 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,884 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,897 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:47,913 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,928 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,943 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,958 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,970 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,984 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:47,999 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:48,014 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,030 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,045 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,058 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,068 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,081 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,094 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,106 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,121 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,135 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,150 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,166 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:48,181 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:48,195 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,210 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,225 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,240 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,256 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,270 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,284 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,299 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,315 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 13:10:48,327 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,340 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,355 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,367 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,383 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 13:10:48,397 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,412 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,427 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,444 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,460 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,473 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,488 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,503 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 13:10:48,518 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 13:10:48,533 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 13:10:48,546 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 13:10:48,559 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 13:10:48,574 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 13:10:48,589 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-26 13:10:48,604 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-26 13:10:48,619 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 13:10:48,635 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 13:10:48,651 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 13:10:48,666 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 13:10:48,681 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 13:10:48,694 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 13:10:48,710 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 13:10:48,721 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 13:10:48,734 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 13:10:48,749 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 13:10:48,761 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,776 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,791 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 13:10:48,806 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,821 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,837 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:48,851 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,866 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:48,878 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:48,893 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:48,905 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,920 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,935 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,947 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,962 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,975 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:48,989 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,005 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,020 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,035 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,050 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,063 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,075 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,091 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 13:10:49,104 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,117 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,133 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,148 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,163 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,176 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 13:10:49,190 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,206 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,222 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,237 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,251 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,264 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,279 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,294 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,310 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,325 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,340 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,355 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:49,370 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:49,384 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:49,400 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:49,415 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 13:10:49,429 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,444 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,457 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,472 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,487 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,502 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,515 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 13:10:49,529 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:49,544 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,560 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,573 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,589 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,604 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,619 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,634 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,650 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,665 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,679 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,694 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,710 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,723 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:49,738 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:49,751 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:49,760 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,775 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,790 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,803 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,819 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,834 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:49,847 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:49,860 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,875 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,890 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,904 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,921 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,935 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,952 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,966 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,979 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:49,994 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,010 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:10:50,026 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,039 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,052 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,068 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,083 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,098 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,114 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,127 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:10:50,143 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,157 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,171 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,187 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,203 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,218 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,233 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,246 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,261 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,276 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,291 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,306 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,318 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,334 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,347 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,360 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,372 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,387 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:10:50,401 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.909, mIoU: 0.617
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2023-07-26 13:10:50,456 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,472 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,488 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-26 13:10:50,533 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-26 13:10:50,562 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,576 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,592 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,605 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:50,620 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 13:10:50,632 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-26 13:10:50,704 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 13:10:50,717 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:10:50,731 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 13:10:50,746 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 13:10:50,758 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 13:10:50,772 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 13:10:50,787 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 13:10:50,829 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 13:10:50,857 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 13:10:50,872 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 13:10:50,887 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:50,900 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-26 13:10:50,932 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-26 13:10:51,161 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:51,174 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:51,189 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 13:10:51,248 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,262 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,277 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,290 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,305 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,321 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,336 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,349 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,365 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,382 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-26 13:10:51,409 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,425 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 13:10:51,440 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,451 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 13:10:51,465 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:51,480 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:51,495 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 13:10:51,507 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 13:10:51,519 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 13:10:51,534 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,547 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,562 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,574 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,589 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,601 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,614 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,628 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:51,643 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,657 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,672 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,687 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,700 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,715 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,729 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,743 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,758 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:51,770 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,783 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,798 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,813 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,828 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,841 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:51,855 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,871 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:51,887 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,901 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,915 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,931 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,947 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,962 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:51,978 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:51,993 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,010 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:52,024 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:52,039 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,054 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,066 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,081 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:52,095 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 13:10:52,110 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,124 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 13:10:52,139 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 13:10:52,153 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,167 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,181 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,195 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,209 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,224 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,238 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,253 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,267 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,280 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,293 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,308 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,324 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,337 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,352 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,367 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,382 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,397 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,411 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:52,426 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,441 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,453 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,466 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,480 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,493 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,507 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,522 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,537 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,551 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,564 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,579 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 13:10:52,591 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,605 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:52,620 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:52,636 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,651 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,666 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,680 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,695 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:52,710 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:52,724 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:52,740 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:52,755 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:52,771 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,784 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,799 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:52,815 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,829 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,844 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,857 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,872 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,887 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,902 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,917 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,930 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,945 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 13:10:52,961 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,976 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:52,991 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 13:10:53,006 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,021 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,037 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,047 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,062 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,075 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,088 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,105 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,120 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,135 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,147 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,161 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,174 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,189 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,203 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,218 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,233 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,247 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,262 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,277 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,291 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,307 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,322 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,336 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,352 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,364 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,380 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,395 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,411 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,426 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 13:10:53,439 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,452 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,467 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,481 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,496 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,509 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,523 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,538 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,553 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,569 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,582 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,597 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,614 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,629 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,644 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,660 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,668 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,683 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,695 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 13:10:53,709 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,724 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,739 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 13:10:53,754 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,769 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,785 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,800 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,815 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,828 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,843 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,860 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,875 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,890 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,905 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,923 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,937 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:53,952 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,967 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,983 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:53,996 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 13:10:54,010 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:54,025 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:54,040 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:54,056 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 13:10:54,071 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,086 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 13:10:54,101 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 13:10:54,116 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 13:10:54,129 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 13:10:54,143 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,157 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,171 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,187 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,201 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,216 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,229 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 13:10:54,244 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,258 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,273 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,288 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,303 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,319 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,335 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,349 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 13:10:54,364 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,378 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,393 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,409 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,424 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,440 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,456 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,471 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,481 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,496 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,510 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,524 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,539 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,553 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,568 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,579 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,588 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,605 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,619 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,634 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,646 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,661 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,675 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,688 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,702 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,717 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,730 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 13:10:54,745 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,758 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,772 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,787 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,802 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,814 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,829 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,843 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,858 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:54,873 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,886 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:10:54,900 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:10:54,914 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 13:10:54,932 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 13:11:11,866 semantic_segmentation INFO: Iters: 103210/150000 || Lr: 0.007010 || Task Loss: 0.5085 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:23:54 || Estimated Time: 22:50:52
2023-07-26 13:11:29,010 semantic_segmentation INFO: Iters: 103220/150000 || Lr: 0.007008 || Task Loss: 0.4230 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:11 || Estimated Time: 22:50:34
2023-07-26 13:11:46,134 semantic_segmentation INFO: Iters: 103230/150000 || Lr: 0.007007 || Task Loss: 0.4792 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:28 || Estimated Time: 22:50:16
2023-07-26 13:12:03,470 semantic_segmentation INFO: Iters: 103240/150000 || Lr: 0.007006 || Task Loss: 0.5194 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:45 || Estimated Time: 22:49:59
2023-07-26 13:12:20,957 semantic_segmentation INFO: Iters: 103250/150000 || Lr: 0.007004 || Task Loss: 0.4148 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:03 || Estimated Time: 22:49:41
2023-07-26 13:12:38,416 semantic_segmentation INFO: Iters: 103260/150000 || Lr: 0.007003 || Task Loss: 0.4153 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:20 || Estimated Time: 22:49:23
2023-07-26 13:12:55,683 semantic_segmentation INFO: Iters: 103270/150000 || Lr: 0.007002 || Task Loss: 0.4990 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:37 || Estimated Time: 22:49:06
2023-07-26 13:13:13,078 semantic_segmentation INFO: Iters: 103280/150000 || Lr: 0.007000 || Task Loss: 0.4983 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:55 || Estimated Time: 22:48:48
2023-07-26 13:13:30,313 semantic_segmentation INFO: Iters: 103290/150000 || Lr: 0.006999 || Task Loss: 0.4061 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:12 || Estimated Time: 22:48:30
2023-07-26 13:13:47,611 semantic_segmentation INFO: Iters: 103300/150000 || Lr: 0.006997 || Task Loss: 0.3905 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:29 || Estimated Time: 22:48:13
2023-07-26 13:14:05,122 semantic_segmentation INFO: Iters: 103310/150000 || Lr: 0.006996 || Task Loss: 0.4801 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:47 || Estimated Time: 22:47:55
2023-07-26 13:14:22,530 semantic_segmentation INFO: Iters: 103320/150000 || Lr: 0.006995 || Task Loss: 0.3384 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:04 || Estimated Time: 22:47:37
2023-07-26 13:14:39,725 semantic_segmentation INFO: Iters: 103330/150000 || Lr: 0.006993 || Task Loss: 0.3496 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:22 || Estimated Time: 22:47:20
2023-07-26 13:14:57,004 semantic_segmentation INFO: Iters: 103340/150000 || Lr: 0.006992 || Task Loss: 0.4513 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:39 || Estimated Time: 22:47:02
2023-07-26 13:15:14,238 semantic_segmentation INFO: Iters: 103350/150000 || Lr: 0.006991 || Task Loss: 0.5797 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:56 || Estimated Time: 22:46:44
2023-07-26 13:15:31,447 semantic_segmentation INFO: Iters: 103360/150000 || Lr: 0.006989 || Task Loss: 0.3759 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:13 || Estimated Time: 22:46:26
2023-07-26 13:15:48,947 semantic_segmentation INFO: Iters: 103370/150000 || Lr: 0.006988 || Task Loss: 0.3630 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:31 || Estimated Time: 22:46:09
2023-07-26 13:16:06,175 semantic_segmentation INFO: Iters: 103380/150000 || Lr: 0.006987 || Task Loss: 0.4060 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:48 || Estimated Time: 22:45:51
2023-07-26 13:16:23,564 semantic_segmentation INFO: Iters: 103390/150000 || Lr: 0.006985 || Task Loss: 0.3606 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:05 || Estimated Time: 22:45:33
2023-07-26 13:16:40,966 semantic_segmentation INFO: Iters: 103400/150000 || Lr: 0.006984 || Task Loss: 0.3603 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:23 || Estimated Time: 22:45:16
2023-07-26 13:16:58,463 semantic_segmentation INFO: Iters: 103410/150000 || Lr: 0.006983 || Task Loss: 0.4862 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:40 || Estimated Time: 22:44:58
2023-07-26 13:17:15,679 semantic_segmentation INFO: Iters: 103420/150000 || Lr: 0.006981 || Task Loss: 0.3375 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:57 || Estimated Time: 22:44:40
2023-07-26 13:17:33,059 semantic_segmentation INFO: Iters: 103430/150000 || Lr: 0.006980 || Task Loss: 0.3365 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:30:15 || Estimated Time: 22:44:23
2023-07-26 13:17:50,263 semantic_segmentation INFO: Iters: 103440/150000 || Lr: 0.006979 || Task Loss: 0.4447 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:30:32 || Estimated Time: 22:44:05
2023-07-26 13:18:07,667 semantic_segmentation INFO: Iters: 103450/150000 || Lr: 0.006977 || Task Loss: 0.4708 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:30:49 || Estimated Time: 22:43:47
2023-07-26 13:18:24,881 semantic_segmentation INFO: Iters: 103460/150000 || Lr: 0.006976 || Task Loss: 0.3711 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:07 || Estimated Time: 22:43:30
2023-07-26 13:18:42,108 semantic_segmentation INFO: Iters: 103470/150000 || Lr: 0.006975 || Task Loss: 0.4855 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:24 || Estimated Time: 22:43:12
2023-07-26 13:18:59,370 semantic_segmentation INFO: Iters: 103480/150000 || Lr: 0.006973 || Task Loss: 0.4053 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:41 || Estimated Time: 22:42:54
2023-07-26 13:19:16,588 semantic_segmentation INFO: Iters: 103490/150000 || Lr: 0.006972 || Task Loss: 0.3293 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:58 || Estimated Time: 22:42:36
2023-07-26 13:19:33,807 semantic_segmentation INFO: Iters: 103500/150000 || Lr: 0.006970 || Task Loss: 0.3419 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:16 || Estimated Time: 22:42:19
2023-07-26 13:19:50,916 semantic_segmentation INFO: Iters: 103510/150000 || Lr: 0.006969 || Task Loss: 0.6233 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:33 || Estimated Time: 22:42:01
2023-07-26 13:20:08,317 semantic_segmentation INFO: Iters: 103520/150000 || Lr: 0.006968 || Task Loss: 0.4123 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:50 || Estimated Time: 22:41:43
2023-07-26 13:20:25,501 semantic_segmentation INFO: Iters: 103530/150000 || Lr: 0.006966 || Task Loss: 0.6008 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:07 || Estimated Time: 22:41:25
2023-07-26 13:20:42,850 semantic_segmentation INFO: Iters: 103540/150000 || Lr: 0.006965 || Task Loss: 0.3249 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:25 || Estimated Time: 22:41:08
2023-07-26 13:21:00,035 semantic_segmentation INFO: Iters: 103550/150000 || Lr: 0.006964 || Task Loss: 0.3235 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:42 || Estimated Time: 22:40:50
2023-07-26 13:21:17,269 semantic_segmentation INFO: Iters: 103560/150000 || Lr: 0.006962 || Task Loss: 0.4770 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:59 || Estimated Time: 22:40:32
2023-07-26 13:21:34,540 semantic_segmentation INFO: Iters: 103570/150000 || Lr: 0.006961 || Task Loss: 0.5116 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:16 || Estimated Time: 22:40:15
2023-07-26 13:21:51,765 semantic_segmentation INFO: Iters: 103580/150000 || Lr: 0.006960 || Task Loss: 0.4195 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:34 || Estimated Time: 22:39:57
2023-07-26 13:22:08,923 semantic_segmentation INFO: Iters: 103590/150000 || Lr: 0.006958 || Task Loss: 0.4590 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:51 || Estimated Time: 22:39:39
2023-07-26 13:22:26,055 semantic_segmentation INFO: Iters: 103600/150000 || Lr: 0.006957 || Task Loss: 0.4240 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:08 || Estimated Time: 22:39:21
2023-07-26 13:22:43,270 semantic_segmentation INFO: Iters: 103610/150000 || Lr: 0.006956 || Task Loss: 0.4660 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:25 || Estimated Time: 22:39:04
2023-07-26 13:23:00,428 semantic_segmentation INFO: Iters: 103620/150000 || Lr: 0.006954 || Task Loss: 0.3937 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:42 || Estimated Time: 22:38:46
2023-07-26 13:23:17,537 semantic_segmentation INFO: Iters: 103630/150000 || Lr: 0.006953 || Task Loss: 0.4560 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:59 || Estimated Time: 22:38:28
2023-07-26 13:23:34,954 semantic_segmentation INFO: Iters: 103640/150000 || Lr: 0.006952 || Task Loss: 0.2711 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:17 || Estimated Time: 22:38:10
2023-07-26 13:23:51,956 semantic_segmentation INFO: Iters: 103650/150000 || Lr: 0.006950 || Task Loss: 0.4538 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:34 || Estimated Time: 22:37:53
2023-07-26 13:24:09,078 semantic_segmentation INFO: Iters: 103660/150000 || Lr: 0.006949 || Task Loss: 0.5187 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:51 || Estimated Time: 22:37:35
2023-07-26 13:24:26,518 semantic_segmentation INFO: Iters: 103670/150000 || Lr: 0.006948 || Task Loss: 0.4673 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:08 || Estimated Time: 22:37:17
2023-07-26 13:24:43,695 semantic_segmentation INFO: Iters: 103680/150000 || Lr: 0.006946 || Task Loss: 0.5158 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:25 || Estimated Time: 22:36:59
2023-07-26 13:25:01,319 semantic_segmentation INFO: Iters: 103690/150000 || Lr: 0.006945 || Task Loss: 0.3825 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:43 || Estimated Time: 22:36:42
2023-07-26 13:25:18,379 semantic_segmentation INFO: Iters: 103700/150000 || Lr: 0.006944 || Task Loss: 0.3650 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:00 || Estimated Time: 22:36:24
2023-07-26 13:25:35,865 semantic_segmentation INFO: Iters: 103710/150000 || Lr: 0.006942 || Task Loss: 0.3330 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:18 || Estimated Time: 22:36:06
2023-07-26 13:25:53,352 semantic_segmentation INFO: Iters: 103720/150000 || Lr: 0.006941 || Task Loss: 0.5065 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:35 || Estimated Time: 22:35:49
2023-07-26 13:26:10,493 semantic_segmentation INFO: Iters: 103730/150000 || Lr: 0.006939 || Task Loss: 0.4306 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:52 || Estimated Time: 22:35:31
2023-07-26 13:26:27,742 semantic_segmentation INFO: Iters: 103740/150000 || Lr: 0.006938 || Task Loss: 0.2800 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:10 || Estimated Time: 22:35:13
2023-07-26 13:26:45,012 semantic_segmentation INFO: Iters: 103750/150000 || Lr: 0.006937 || Task Loss: 0.5942 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:27 || Estimated Time: 22:34:56
2023-07-26 13:27:02,312 semantic_segmentation INFO: Iters: 103760/150000 || Lr: 0.006935 || Task Loss: 0.4490 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:44 || Estimated Time: 22:34:38
2023-07-26 13:27:19,526 semantic_segmentation INFO: Iters: 103770/150000 || Lr: 0.006934 || Task Loss: 0.5466 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:01 || Estimated Time: 22:34:20
2023-07-26 13:27:36,734 semantic_segmentation INFO: Iters: 103780/150000 || Lr: 0.006933 || Task Loss: 0.4092 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:19 || Estimated Time: 22:34:02
2023-07-26 13:27:54,216 semantic_segmentation INFO: Iters: 103790/150000 || Lr: 0.006931 || Task Loss: 0.4281 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:36 || Estimated Time: 22:33:45
2023-07-26 13:28:11,454 semantic_segmentation INFO: Iters: 103800/150000 || Lr: 0.006930 || Task Loss: 0.3994 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:53 || Estimated Time: 22:33:27
2023-07-26 13:28:28,725 semantic_segmentation INFO: Iters: 103810/150000 || Lr: 0.006929 || Task Loss: 0.3888 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:11 || Estimated Time: 22:33:09
2023-07-26 13:28:45,918 semantic_segmentation INFO: Iters: 103820/150000 || Lr: 0.006927 || Task Loss: 0.3495 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:28 || Estimated Time: 22:32:52
2023-07-26 13:29:03,144 semantic_segmentation INFO: Iters: 103830/150000 || Lr: 0.006926 || Task Loss: 0.6356 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:45 || Estimated Time: 22:32:34
2023-07-26 13:29:20,766 semantic_segmentation INFO: Iters: 103840/150000 || Lr: 0.006925 || Task Loss: 0.4821 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:03 || Estimated Time: 22:32:16
2023-07-26 13:29:37,973 semantic_segmentation INFO: Iters: 103850/150000 || Lr: 0.006923 || Task Loss: 0.4148 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:20 || Estimated Time: 22:31:58
2023-07-26 13:29:55,183 semantic_segmentation INFO: Iters: 103860/150000 || Lr: 0.006922 || Task Loss: 0.2955 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:37 || Estimated Time: 22:31:41
2023-07-26 13:30:12,647 semantic_segmentation INFO: Iters: 103870/150000 || Lr: 0.006921 || Task Loss: 0.4091 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:54 || Estimated Time: 22:31:23
2023-07-26 13:30:29,988 semantic_segmentation INFO: Iters: 103880/150000 || Lr: 0.006919 || Task Loss: 0.3864 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:12 || Estimated Time: 22:31:05
2023-07-26 13:30:47,170 semantic_segmentation INFO: Iters: 103890/150000 || Lr: 0.006918 || Task Loss: 0.3522 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:29 || Estimated Time: 22:30:48
2023-07-26 13:31:04,695 semantic_segmentation INFO: Iters: 103900/150000 || Lr: 0.006917 || Task Loss: 0.3726 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:46 || Estimated Time: 22:30:30
2023-07-26 13:31:21,898 semantic_segmentation INFO: Iters: 103910/150000 || Lr: 0.006915 || Task Loss: 0.4413 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:04 || Estimated Time: 22:30:12
2023-07-26 13:31:39,204 semantic_segmentation INFO: Iters: 103920/150000 || Lr: 0.006914 || Task Loss: 0.3669 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:21 || Estimated Time: 22:29:55
2023-07-26 13:31:56,411 semantic_segmentation INFO: Iters: 103930/150000 || Lr: 0.006912 || Task Loss: 0.3795 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:38 || Estimated Time: 22:29:37
2023-07-26 13:32:13,899 semantic_segmentation INFO: Iters: 103940/150000 || Lr: 0.006911 || Task Loss: 0.4005 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:56 || Estimated Time: 22:29:19
2023-07-26 13:32:31,315 semantic_segmentation INFO: Iters: 103950/150000 || Lr: 0.006910 || Task Loss: 0.3029 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:13 || Estimated Time: 22:29:02
2023-07-26 13:32:48,851 semantic_segmentation INFO: Iters: 103960/150000 || Lr: 0.006908 || Task Loss: 0.4084 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:31 || Estimated Time: 22:28:44
2023-07-26 13:33:06,125 semantic_segmentation INFO: Iters: 103970/150000 || Lr: 0.006907 || Task Loss: 0.4362 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:48 || Estimated Time: 22:28:26
2023-07-26 13:33:23,362 semantic_segmentation INFO: Iters: 103980/150000 || Lr: 0.006906 || Task Loss: 0.4302 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:05 || Estimated Time: 22:28:09
2023-07-26 13:33:40,658 semantic_segmentation INFO: Iters: 103990/150000 || Lr: 0.006904 || Task Loss: 0.4712 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:22 || Estimated Time: 22:27:51
2023-07-26 13:33:57,925 semantic_segmentation INFO: Iters: 104000/150000 || Lr: 0.006903 || Task Loss: 0.3305 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:40 || Estimated Time: 22:27:33
2023-07-26 13:33:58,049 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:33:58,438 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 13:33:58,456 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.134
2023-07-26 13:33:58,468 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.138
2023-07-26 13:33:58,482 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.138
2023-07-26 13:33:58,496 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.211
2023-07-26 13:33:58,509 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.258
2023-07-26 13:33:58,523 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.295
2023-07-26 13:33:58,539 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.299
2023-07-26 13:33:58,552 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.328
2023-07-26 13:33:58,567 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.372
2023-07-26 13:33:58,582 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.372
2023-07-26 13:33:58,598 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.402
2023-07-26 13:33:58,611 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.899, mIoU: 0.374
2023-07-26 13:33:58,626 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.368
2023-07-26 13:33:58,641 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.900, mIoU: 0.358
2023-07-26 13:33:58,654 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.903, mIoU: 0.354
2023-07-26 13:33:58,665 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.902, mIoU: 0.351
2023-07-26 13:33:58,678 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.901, mIoU: 0.348
2023-07-26 13:33:58,693 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.902, mIoU: 0.349
2023-07-26 13:33:58,710 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.904, mIoU: 0.394
2023-07-26 13:33:58,725 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.897, mIoU: 0.375
2023-07-26 13:33:58,741 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.387
2023-07-26 13:33:58,757 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.897, mIoU: 0.415
2023-07-26 13:33:58,774 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.899, mIoU: 0.419
2023-07-26 13:33:58,791 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.422
2023-07-26 13:33:58,806 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.898, mIoU: 0.422
2023-07-26 13:33:58,822 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.423
2023-07-26 13:33:58,834 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.423
2023-07-26 13:33:58,851 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.411
2023-07-26 13:33:58,866 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.412
2023-07-26 13:33:58,881 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.417
2023-07-26 13:33:58,897 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.417
2023-07-26 13:33:58,913 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.427
2023-07-26 13:33:58,929 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.427
2023-07-26 13:33:58,944 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.449
2023-07-26 13:33:58,960 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.450
2023-07-26 13:33:58,973 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.450
2023-07-26 13:33:58,987 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.491
2023-07-26 13:33:59,003 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.480
2023-07-26 13:33:59,016 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.478
2023-07-26 13:33:59,030 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.500
2023-07-26 13:33:59,044 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.499
2023-07-26 13:33:59,058 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.910, mIoU: 0.497
2023-07-26 13:33:59,072 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.911, mIoU: 0.497
2023-07-26 13:33:59,087 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.500
2023-07-26 13:33:59,102 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.912, mIoU: 0.505
2023-07-26 13:33:59,115 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.512
2023-07-26 13:33:59,128 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.513
2023-07-26 13:33:59,143 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.516
2023-07-26 13:33:59,160 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.514
2023-07-26 13:33:59,177 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.511
2023-07-26 13:33:59,194 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-26 13:33:59,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.509
2023-07-26 13:33:59,224 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.510
2023-07-26 13:33:59,240 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-26 13:33:59,254 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.510
2023-07-26 13:33:59,270 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.508
2023-07-26 13:33:59,288 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.507
2023-07-26 13:33:59,302 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.508
2023-07-26 13:33:59,318 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.910, mIoU: 0.540
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2023-07-26 13:33:59,348 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.911, mIoU: 0.539
2023-07-26 13:33:59,361 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.912, mIoU: 0.538
2023-07-26 13:33:59,380 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-26 13:33:59,393 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.914, mIoU: 0.548
2023-07-26 13:33:59,409 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.548
2023-07-26 13:33:59,424 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.549
2023-07-26 13:33:59,438 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.595
2023-07-26 13:33:59,453 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-26 13:33:59,468 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.593
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2023-07-26 13:33:59,512 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.610
2023-07-26 13:33:59,528 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.915, mIoU: 0.609
2023-07-26 13:33:59,542 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.611
2023-07-26 13:33:59,558 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.610
2023-07-26 13:33:59,573 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.607
2023-07-26 13:33:59,584 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.604
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2023-07-26 13:33:59,617 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 13:33:59,631 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 13:33:59,646 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 13:33:59,662 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:33:59,678 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 13:33:59,695 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-26 13:33:59,711 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 13:33:59,727 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.579
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2023-07-26 13:33:59,759 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.899, mIoU: 0.591
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2023-07-26 13:33:59,788 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 13:33:59,804 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 13:33:59,820 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 13:33:59,836 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 13:33:59,851 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.611
2023-07-26 13:33:59,866 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.611
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2023-07-26 13:33:59,892 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.613
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2023-07-26 13:33:59,921 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.904, mIoU: 0.611
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2023-07-26 13:33:59,950 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-26 13:34:00,007 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-26 13:34:00,051 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.902, mIoU: 0.594
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2023-07-26 13:34:00,208 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 13:34:00,224 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.903, mIoU: 0.584
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2023-07-26 13:34:00,320 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.902, mIoU: 0.574
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2023-07-26 13:34:00,343 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.903, mIoU: 0.579
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2023-07-26 13:34:00,430 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.906, mIoU: 0.582
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2023-07-26 13:34:00,623 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.905, mIoU: 0.597
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2023-07-26 13:34:00,785 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.907, mIoU: 0.599
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2023-07-26 13:34:00,816 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.908, mIoU: 0.599
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2023-07-26 13:34:00,873 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.906, mIoU: 0.593
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2023-07-26 13:34:01,171 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.906, mIoU: 0.581
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2023-07-26 13:34:02,236 semantic_segmentation INFO: Sample: 257, Validation pixAcc: 0.901, mIoU: 0.577
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2023-07-26 13:34:03,811 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.895, mIoU: 0.563
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2023-07-26 13:34:05,164 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.899, mIoU: 0.565
2023-07-26 13:34:05,179 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-26 13:34:05,194 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-26 13:34:05,210 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-26 13:34:05,225 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-26 13:34:05,240 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-26 13:34:05,248 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-26 13:34:05,258 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-26 13:34:05,272 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-26 13:34:05,285 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-26 13:34:05,300 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-26 13:34:05,313 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-26 13:34:05,329 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,345 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,361 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,376 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,392 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,405 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-26 13:34:05,421 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 13:34:05,436 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 13:34:05,450 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,466 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,477 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,493 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,507 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,522 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 13:34:05,537 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-26 13:34:05,552 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 13:34:05,562 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 13:34:05,575 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 13:34:05,591 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 13:34:05,605 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 13:34:05,618 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 13:34:05,631 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 13:34:05,644 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,659 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,674 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,689 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,698 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,714 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,730 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,744 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-26 13:34:05,759 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 13:34:05,774 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-26 13:34:05,788 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-26 13:34:05,804 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 13:34:05,818 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 13:34:05,834 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 13:34:05,851 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 13:34:05,868 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 13:34:05,884 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 13:34:05,898 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 13:34:05,911 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 13:34:05,926 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 13:34:05,941 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 13:34:05,956 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 13:34:05,970 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 13:34:05,986 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 13:34:06,002 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 13:34:06,017 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-26 13:34:06,029 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 13:34:06,043 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 13:34:06,058 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 13:34:06,073 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 13:34:06,088 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 13:34:06,103 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-26 13:34:06,116 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 13:34:06,132 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 13:34:06,147 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-26 13:34:06,160 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 13:34:06,176 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 13:34:06,188 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 13:34:06,203 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 13:34:06,216 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 13:34:06,228 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 13:34:06,241 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 13:34:06,256 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,272 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,287 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,302 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,311 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,326 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 13:34:06,341 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,357 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,372 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,387 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,400 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,413 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,428 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,443 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,458 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,470 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,484 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,498 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,514 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,529 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,543 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:06,559 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 13:34:06,575 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 13:34:06,592 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 13:34:06,606 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 13:34:06,622 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,638 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,652 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,668 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,683 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,699 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,715 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,728 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,743 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,758 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 13:34:06,775 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:06,785 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 13:34:06,799 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,815 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,827 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,842 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,855 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,869 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,884 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,899 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,911 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,923 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,937 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,953 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:06,969 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:06,986 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:07,001 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:07,017 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 13:34:07,031 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 13:34:07,046 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 13:34:07,063 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 13:34:07,077 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,093 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,109 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,124 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,139 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,154 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.904, mIoU: 0.593
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2023-07-26 13:34:07,180 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,195 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,209 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,224 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,239 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,250 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,265 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,280 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 13:34:07,294 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,307 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 13:34:07,322 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 13:34:07,336 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 13:34:07,351 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-26 13:34:07,366 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 13:34:07,382 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-26 13:34:07,397 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 13:34:07,412 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 13:34:07,427 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 13:34:07,441 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 13:34:07,454 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 13:34:07,469 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.905, mIoU: 0.599
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2023-07-26 13:34:07,499 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 13:34:07,512 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.905, mIoU: 0.600
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2023-07-26 13:34:07,678 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 13:34:07,825 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:07,914 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:07,928 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:07,941 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.906, mIoU: 0.602
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2023-07-26 13:34:07,971 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:07,987 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:08,018 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:08,047 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,062 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,077 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,090 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,104 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,118 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,135 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,150 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,164 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:08,179 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:08,196 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:08,211 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:08,225 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:08,239 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:08,247 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:08,263 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,279 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,294 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,311 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,326 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,342 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,358 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,373 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,386 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:08,401 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:08,415 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:08,431 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:08,446 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:08,459 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:08,472 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:08,485 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:08,499 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 13:34:08,512 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,525 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,538 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,552 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,568 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,581 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,595 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,609 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,621 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,637 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,653 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:08,668 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:08,684 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:08,699 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:08,715 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:08,728 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:08,744 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:08,760 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:08,777 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:08,793 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:08,807 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,823 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:08,836 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,849 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,862 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,877 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,894 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,907 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,920 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:08,935 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,949 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,964 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,979 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:08,994 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,007 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,022 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,036 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,050 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,066 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,080 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,097 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,110 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,126 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,142 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,155 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,169 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,185 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:09,201 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,216 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,231 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:34:09,244 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 13:34:09,257 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:09,272 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:34:09,285 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:34:09,300 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:34:09,317 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 13:34:09,330 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,345 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:34:09,359 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:34:09,374 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:34:09,390 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:09,404 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:09,418 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:34:09,434 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:34:09,449 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:09,463 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:09,479 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:09,495 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:09,510 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:09,524 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:09,539 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,556 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,573 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,587 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,601 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,615 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,630 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,643 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,657 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,672 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,687 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,700 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,716 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,732 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,747 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:09,763 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:09,776 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:09,789 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:09,804 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:09,817 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,831 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,844 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:09,860 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,874 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,887 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:09,902 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,918 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:09,934 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,950 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,963 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,977 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:09,992 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,008 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,024 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,039 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,052 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:10,066 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,077 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,093 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,109 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,124 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,138 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,149 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,163 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,178 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,193 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:10,206 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:10,222 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:10,235 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,251 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,264 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,280 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,293 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:10,308 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:10,323 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:10,337 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:10,352 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:10,368 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:10,383 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,398 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:10,413 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,428 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,443 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,457 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,472 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,487 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,501 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,514 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,527 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,543 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,557 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:10,573 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,588 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,599 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,614 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,630 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,645 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,658 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,674 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,689 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,703 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,717 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:10,733 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,748 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 13:34:10,761 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,773 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,790 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:10,806 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:10,821 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:10,834 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:10,849 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:10,864 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:10,880 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:10,895 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:10,908 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:10,923 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:10,937 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,952 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:10,966 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 13:34:10,979 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:10,995 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:11,008 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,024 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:11,039 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:11,054 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 13:34:11,068 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,083 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,098 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,112 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,128 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,142 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,158 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,173 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,183 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,197 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,210 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,225 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,241 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,257 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,270 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,285 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:11,301 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,316 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,332 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 13:34:11,348 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:11,361 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:11,377 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,392 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,407 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,421 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,436 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,451 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,467 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,481 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,496 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,511 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,525 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,539 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,554 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,567 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,581 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,594 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,608 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,623 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,638 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:11,653 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 13:34:11,668 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:11,684 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:11,697 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:11,711 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:11,726 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,739 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,753 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,768 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,784 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,799 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,815 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,828 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,841 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,857 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,872 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:11,885 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:11,900 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:11,913 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:11,929 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,943 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:11,958 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,973 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,988 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:11,997 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,013 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,028 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,041 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,056 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,072 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,088 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,101 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,117 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,132 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,148 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,164 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,179 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,196 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,212 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,226 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,241 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-26 13:34:12,256 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,270 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-26 13:34:12,283 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,298 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,313 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,328 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,335 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,348 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,361 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:12,373 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,385 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,399 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,414 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,428 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,440 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,453 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,467 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,478 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,494 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,507 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,522 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,537 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,552 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,567 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,578 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,591 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,606 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,621 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,636 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,651 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,664 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,675 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,686 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,699 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,711 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,726 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,739 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,754 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,770 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,785 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:12,799 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:12,814 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,829 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,844 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,860 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,874 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,889 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,904 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:12,919 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:12,932 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:12,945 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:34:12,960 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 13:34:12,973 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:12,989 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,002 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,017 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,031 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 13:34:13,049 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,065 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,079 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,095 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,110 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,126 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,141 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,155 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,168 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,184 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,200 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,215 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:34:13,231 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,247 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,263 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:34:13,278 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,293 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,305 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,320 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,330 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,343 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,358 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:34:13,370 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:13,384 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 13:34:13,399 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 13:34:13,414 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,429 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:13,445 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 13:34:13,460 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,474 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,487 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,503 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,516 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,531 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,546 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,559 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,574 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,588 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,604 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,619 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,635 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,649 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,664 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,677 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,690 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,705 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,719 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,732 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 13:34:13,748 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,763 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,778 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,791 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,804 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,819 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,835 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,850 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,863 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,876 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:13,891 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,907 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,923 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,938 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,953 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:13,968 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:13,983 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:13,998 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:14,013 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:14,028 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-26 13:34:14,043 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:14,058 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 13:34:14,071 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 13:34:14,087 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,102 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,118 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:14,130 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.602
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2023-07-26 13:34:14,160 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,176 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,189 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,204 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,219 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,233 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,249 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,264 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,279 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,292 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,307 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,324 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,337 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:14,353 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:14,366 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:14,375 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,390 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:14,419 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,435 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 13:34:14,450 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 13:34:14,464 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 13:34:14,478 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 13:34:14,493 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 13:34:14,508 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 13:34:14,540 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 13:34:14,599 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 13:34:14,613 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-26 13:34:14,643 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 13:34:14,655 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 13:34:14,668 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 13:34:14,683 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 13:34:14,740 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:14,783 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,798 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,814 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:14,829 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.905, mIoU: 0.601
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2023-07-26 13:34:15,001 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.905, mIoU: 0.602
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2023-07-26 13:34:15,191 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:15,207 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:15,220 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:15,235 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 13:34:15,248 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 13:34:15,952 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-26 13:34:16,576 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:16,591 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:16,606 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,621 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,636 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,652 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:16,665 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:16,679 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,694 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,707 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,721 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,736 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,751 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,766 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:16,782 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:16,797 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,812 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,827 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:16,842 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,858 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,873 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:16,888 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:16,904 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,919 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:16,932 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:16,945 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 13:34:16,976 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:16,989 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,004 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,020 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,035 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,050 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,065 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.904, mIoU: 0.602
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2023-07-26 13:34:17,095 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:17,108 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,121 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,134 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,147 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,160 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:17,175 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,190 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,203 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,216 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:17,231 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:17,243 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,257 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:17,272 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-26 13:34:17,288 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,303 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,318 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,331 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,346 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 13:34:17,361 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,374 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,390 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,406 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,422 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,435 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,450 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,466 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,480 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 13:34:17,538 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:17,553 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:17,569 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:17,582 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:17,597 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:17,612 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-26 13:34:17,628 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:17,643 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-26 13:34:17,987 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 13:34:18,002 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-26 13:34:18,730 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-26 13:34:19,357 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:19,370 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:19,384 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 13:34:19,397 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,411 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,426 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,440 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,453 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,468 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,483 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,497 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,513 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,525 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,539 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,554 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 13:34:19,571 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 13:34:36,452 semantic_segmentation INFO: Iters: 104010/150000 || Lr: 0.006902 || Task Loss: 0.5105 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:18 || Estimated Time: 22:27:25
2023-07-26 13:34:53,669 semantic_segmentation INFO: Iters: 104020/150000 || Lr: 0.006900 || Task Loss: 0.4617 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:35 || Estimated Time: 22:27:07
2023-07-26 13:35:10,880 semantic_segmentation INFO: Iters: 104030/150000 || Lr: 0.006899 || Task Loss: 0.4472 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:53 || Estimated Time: 22:26:49
2023-07-26 13:35:28,573 semantic_segmentation INFO: Iters: 104040/150000 || Lr: 0.006898 || Task Loss: 0.9244 || KD Loss: 0.4087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:10 || Estimated Time: 22:26:32
2023-07-26 13:35:45,781 semantic_segmentation INFO: Iters: 104050/150000 || Lr: 0.006896 || Task Loss: 0.4482 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:28 || Estimated Time: 22:26:14
2023-07-26 13:36:03,179 semantic_segmentation INFO: Iters: 104060/150000 || Lr: 0.006895 || Task Loss: 0.3817 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:45 || Estimated Time: 22:25:56
2023-07-26 13:36:20,380 semantic_segmentation INFO: Iters: 104070/150000 || Lr: 0.006894 || Task Loss: 0.4262 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:02 || Estimated Time: 22:25:39
2023-07-26 13:36:37,599 semantic_segmentation INFO: Iters: 104080/150000 || Lr: 0.006892 || Task Loss: 0.4930 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:19 || Estimated Time: 22:25:21
2023-07-26 13:36:54,947 semantic_segmentation INFO: Iters: 104090/150000 || Lr: 0.006891 || Task Loss: 0.3646 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:37 || Estimated Time: 22:25:03
2023-07-26 13:37:12,160 semantic_segmentation INFO: Iters: 104100/150000 || Lr: 0.006890 || Task Loss: 0.5506 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:54 || Estimated Time: 22:24:46
2023-07-26 13:37:29,395 semantic_segmentation INFO: Iters: 104110/150000 || Lr: 0.006888 || Task Loss: 0.5011 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:11 || Estimated Time: 22:24:28
2023-07-26 13:37:46,610 semantic_segmentation INFO: Iters: 104120/150000 || Lr: 0.006887 || Task Loss: 0.4858 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:28 || Estimated Time: 22:24:10
2023-07-26 13:38:03,823 semantic_segmentation INFO: Iters: 104130/150000 || Lr: 0.006885 || Task Loss: 0.5161 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:46 || Estimated Time: 22:23:52
2023-07-26 13:38:21,096 semantic_segmentation INFO: Iters: 104140/150000 || Lr: 0.006884 || Task Loss: 0.6992 || KD Loss: 0.1961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:03 || Estimated Time: 22:23:35
2023-07-26 13:38:38,291 semantic_segmentation INFO: Iters: 104150/150000 || Lr: 0.006883 || Task Loss: 0.3972 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:20 || Estimated Time: 22:23:17
2023-07-26 13:38:55,665 semantic_segmentation INFO: Iters: 104160/150000 || Lr: 0.006881 || Task Loss: 0.4019 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:37 || Estimated Time: 22:22:59
2023-07-26 13:39:12,811 semantic_segmentation INFO: Iters: 104170/150000 || Lr: 0.006880 || Task Loss: 0.3254 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:55 || Estimated Time: 22:22:41
2023-07-26 13:39:30,000 semantic_segmentation INFO: Iters: 104180/150000 || Lr: 0.006879 || Task Loss: 0.3430 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:12 || Estimated Time: 22:22:24
2023-07-26 13:39:47,215 semantic_segmentation INFO: Iters: 104190/150000 || Lr: 0.006877 || Task Loss: 0.4869 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:29 || Estimated Time: 22:22:06
2023-07-26 13:40:04,436 semantic_segmentation INFO: Iters: 104200/150000 || Lr: 0.006876 || Task Loss: 0.3684 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:46 || Estimated Time: 22:21:48
2023-07-26 13:40:21,638 semantic_segmentation INFO: Iters: 104210/150000 || Lr: 0.006875 || Task Loss: 0.2834 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:53:03 || Estimated Time: 22:21:30
2023-07-26 13:40:38,922 semantic_segmentation INFO: Iters: 104220/150000 || Lr: 0.006873 || Task Loss: 0.5378 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:53:21 || Estimated Time: 22:21:13
2023-07-26 13:40:56,247 semantic_segmentation INFO: Iters: 104230/150000 || Lr: 0.006872 || Task Loss: 0.5107 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:53:38 || Estimated Time: 22:20:55
2023-07-26 13:41:13,850 semantic_segmentation INFO: Iters: 104240/150000 || Lr: 0.006871 || Task Loss: 0.3769 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:53:56 || Estimated Time: 22:20:38
2023-07-26 13:41:31,451 semantic_segmentation INFO: Iters: 104250/150000 || Lr: 0.006869 || Task Loss: 0.4273 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:13 || Estimated Time: 22:20:20
2023-07-26 13:41:48,824 semantic_segmentation INFO: Iters: 104260/150000 || Lr: 0.006868 || Task Loss: 0.4097 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:31 || Estimated Time: 22:20:02
2023-07-26 13:42:06,447 semantic_segmentation INFO: Iters: 104270/150000 || Lr: 0.006867 || Task Loss: 0.3337 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:48 || Estimated Time: 22:19:45
2023-07-26 13:42:23,580 semantic_segmentation INFO: Iters: 104280/150000 || Lr: 0.006865 || Task Loss: 0.3506 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:05 || Estimated Time: 22:19:27
2023-07-26 13:42:40,845 semantic_segmentation INFO: Iters: 104290/150000 || Lr: 0.006864 || Task Loss: 0.2549 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:23 || Estimated Time: 22:19:09
2023-07-26 13:42:58,086 semantic_segmentation INFO: Iters: 104300/150000 || Lr: 0.006862 || Task Loss: 0.5798 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:40 || Estimated Time: 22:18:52
2023-07-26 13:43:15,303 semantic_segmentation INFO: Iters: 104310/150000 || Lr: 0.006861 || Task Loss: 0.4248 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:57 || Estimated Time: 22:18:34
2023-07-26 13:43:32,544 semantic_segmentation INFO: Iters: 104320/150000 || Lr: 0.006860 || Task Loss: 0.2993 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:14 || Estimated Time: 22:18:16
2023-07-26 13:43:49,896 semantic_segmentation INFO: Iters: 104330/150000 || Lr: 0.006858 || Task Loss: 0.3986 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:32 || Estimated Time: 22:17:58
2023-07-26 13:44:07,109 semantic_segmentation INFO: Iters: 104340/150000 || Lr: 0.006857 || Task Loss: 0.6668 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:49 || Estimated Time: 22:17:41
2023-07-26 13:44:24,322 semantic_segmentation INFO: Iters: 104350/150000 || Lr: 0.006856 || Task Loss: 0.5352 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:06 || Estimated Time: 22:17:23
2023-07-26 13:44:41,895 semantic_segmentation INFO: Iters: 104360/150000 || Lr: 0.006854 || Task Loss: 0.3096 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:24 || Estimated Time: 22:17:05
2023-07-26 13:44:58,934 semantic_segmentation INFO: Iters: 104370/150000 || Lr: 0.006853 || Task Loss: 0.5799 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:41 || Estimated Time: 22:16:48
2023-07-26 13:45:16,638 semantic_segmentation INFO: Iters: 104380/150000 || Lr: 0.006852 || Task Loss: 0.3546 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:58 || Estimated Time: 22:16:30
2023-07-26 13:45:33,752 semantic_segmentation INFO: Iters: 104390/150000 || Lr: 0.006850 || Task Loss: 0.2901 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:16 || Estimated Time: 22:16:12
2023-07-26 13:45:51,324 semantic_segmentation INFO: Iters: 104400/150000 || Lr: 0.006849 || Task Loss: 0.3646 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:33 || Estimated Time: 22:15:55
2023-07-26 13:46:08,431 semantic_segmentation INFO: Iters: 104410/150000 || Lr: 0.006848 || Task Loss: 0.4347 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:50 || Estimated Time: 22:15:37
2023-07-26 13:46:25,567 semantic_segmentation INFO: Iters: 104420/150000 || Lr: 0.006846 || Task Loss: 0.3573 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:07 || Estimated Time: 22:15:19
2023-07-26 13:46:42,735 semantic_segmentation INFO: Iters: 104430/150000 || Lr: 0.006845 || Task Loss: 0.4554 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:25 || Estimated Time: 22:15:01
2023-07-26 13:46:59,931 semantic_segmentation INFO: Iters: 104440/150000 || Lr: 0.006844 || Task Loss: 0.3933 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:42 || Estimated Time: 22:14:44
2023-07-26 13:47:17,069 semantic_segmentation INFO: Iters: 104450/150000 || Lr: 0.006842 || Task Loss: 0.4958 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:59 || Estimated Time: 22:14:26
2023-07-26 13:47:34,264 semantic_segmentation INFO: Iters: 104460/150000 || Lr: 0.006841 || Task Loss: 0.4089 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:00:16 || Estimated Time: 22:14:08
2023-07-26 13:47:51,471 semantic_segmentation INFO: Iters: 104470/150000 || Lr: 0.006839 || Task Loss: 0.4590 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:00:33 || Estimated Time: 22:13:50
2023-07-26 13:48:08,664 semantic_segmentation INFO: Iters: 104480/150000 || Lr: 0.006838 || Task Loss: 0.3044 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:00:50 || Estimated Time: 22:13:33
2023-07-26 13:48:26,001 semantic_segmentation INFO: Iters: 104490/150000 || Lr: 0.006837 || Task Loss: 0.3235 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:08 || Estimated Time: 22:13:15
2023-07-26 13:48:43,200 semantic_segmentation INFO: Iters: 104500/150000 || Lr: 0.006835 || Task Loss: 0.3527 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:25 || Estimated Time: 22:12:57
2023-07-26 13:49:00,447 semantic_segmentation INFO: Iters: 104510/150000 || Lr: 0.006834 || Task Loss: 0.3685 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:42 || Estimated Time: 22:12:39
2023-07-26 13:49:17,676 semantic_segmentation INFO: Iters: 104520/150000 || Lr: 0.006833 || Task Loss: 0.4731 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:59 || Estimated Time: 22:12:22
2023-07-26 13:49:34,879 semantic_segmentation INFO: Iters: 104530/150000 || Lr: 0.006831 || Task Loss: 0.4118 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:17 || Estimated Time: 22:12:04
2023-07-26 13:49:52,105 semantic_segmentation INFO: Iters: 104540/150000 || Lr: 0.006830 || Task Loss: 0.3158 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:34 || Estimated Time: 22:11:46
2023-07-26 13:50:09,277 semantic_segmentation INFO: Iters: 104550/150000 || Lr: 0.006829 || Task Loss: 0.4128 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:51 || Estimated Time: 22:11:28
2023-07-26 13:50:26,617 semantic_segmentation INFO: Iters: 104560/150000 || Lr: 0.006827 || Task Loss: 0.2916 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:08 || Estimated Time: 22:11:11
2023-07-26 13:50:44,136 semantic_segmentation INFO: Iters: 104570/150000 || Lr: 0.006826 || Task Loss: 0.4001 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:26 || Estimated Time: 22:10:53
2023-07-26 13:51:01,309 semantic_segmentation INFO: Iters: 104580/150000 || Lr: 0.006825 || Task Loss: 0.5235 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:43 || Estimated Time: 22:10:35
2023-07-26 13:51:18,424 semantic_segmentation INFO: Iters: 104590/150000 || Lr: 0.006823 || Task Loss: 0.2957 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:00 || Estimated Time: 22:10:18
2023-07-26 13:51:35,693 semantic_segmentation INFO: Iters: 104600/150000 || Lr: 0.006822 || Task Loss: 0.3449 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:17 || Estimated Time: 22:10:00
2023-07-26 13:51:53,160 semantic_segmentation INFO: Iters: 104610/150000 || Lr: 0.006821 || Task Loss: 0.3057 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:35 || Estimated Time: 22:09:42
2023-07-26 13:52:10,247 semantic_segmentation INFO: Iters: 104620/150000 || Lr: 0.006819 || Task Loss: 0.3209 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:52 || Estimated Time: 22:09:25
2023-07-26 13:52:27,462 semantic_segmentation INFO: Iters: 104630/150000 || Lr: 0.006818 || Task Loss: 0.4433 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:05:09 || Estimated Time: 22:09:07
2023-07-26 13:52:44,721 semantic_segmentation INFO: Iters: 104640/150000 || Lr: 0.006817 || Task Loss: 0.2941 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:05:27 || Estimated Time: 22:08:49
2023-07-26 13:53:02,153 semantic_segmentation INFO: Iters: 104650/150000 || Lr: 0.006815 || Task Loss: 0.3061 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:05:44 || Estimated Time: 22:08:31
2023-07-26 13:53:19,256 semantic_segmentation INFO: Iters: 104660/150000 || Lr: 0.006814 || Task Loss: 0.3594 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:06:01 || Estimated Time: 22:08:14
2023-07-26 13:53:36,850 semantic_segmentation INFO: Iters: 104670/150000 || Lr: 0.006812 || Task Loss: 0.4006 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:06:19 || Estimated Time: 22:07:56
2023-07-26 13:53:53,966 semantic_segmentation INFO: Iters: 104680/150000 || Lr: 0.006811 || Task Loss: 0.3780 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:06:36 || Estimated Time: 22:07:38
2023-07-26 13:54:11,630 semantic_segmentation INFO: Iters: 104690/150000 || Lr: 0.006810 || Task Loss: 0.3174 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:06:53 || Estimated Time: 22:07:21
2023-07-26 13:54:28,762 semantic_segmentation INFO: Iters: 104700/150000 || Lr: 0.006808 || Task Loss: 0.3212 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:11 || Estimated Time: 22:07:03
2023-07-26 13:54:46,054 semantic_segmentation INFO: Iters: 104710/150000 || Lr: 0.006807 || Task Loss: 0.4930 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:28 || Estimated Time: 22:06:45
2023-07-26 13:55:03,397 semantic_segmentation INFO: Iters: 104720/150000 || Lr: 0.006806 || Task Loss: 0.3440 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:45 || Estimated Time: 22:06:28
2023-07-26 13:55:20,599 semantic_segmentation INFO: Iters: 104730/150000 || Lr: 0.006804 || Task Loss: 0.4049 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:02 || Estimated Time: 22:06:10
2023-07-26 13:55:37,900 semantic_segmentation INFO: Iters: 104740/150000 || Lr: 0.006803 || Task Loss: 0.3011 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:20 || Estimated Time: 22:05:52
2023-07-26 13:55:54,993 semantic_segmentation INFO: Iters: 104750/150000 || Lr: 0.006802 || Task Loss: 0.4714 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:37 || Estimated Time: 22:05:34
2023-07-26 13:56:12,189 semantic_segmentation INFO: Iters: 104760/150000 || Lr: 0.006800 || Task Loss: 0.4602 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:54 || Estimated Time: 22:05:17
2023-07-26 13:56:29,417 semantic_segmentation INFO: Iters: 104770/150000 || Lr: 0.006799 || Task Loss: 0.2881 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:11 || Estimated Time: 22:04:59
2023-07-26 13:56:46,497 semantic_segmentation INFO: Iters: 104780/150000 || Lr: 0.006798 || Task Loss: 0.3360 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:28 || Estimated Time: 22:04:41
2023-07-26 13:57:03,710 semantic_segmentation INFO: Iters: 104790/150000 || Lr: 0.006796 || Task Loss: 0.3822 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:45 || Estimated Time: 22:04:23
2023-07-26 13:57:20,891 semantic_segmentation INFO: Iters: 104800/150000 || Lr: 0.006795 || Task Loss: 0.5597 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:03 || Estimated Time: 22:04:06
2023-07-26 13:57:21,015 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:57:21,399 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 13:57:21,431 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.129
2023-07-26 13:57:21,443 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.144
2023-07-26 13:57:21,457 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.146
2023-07-26 13:57:21,470 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.219
2023-07-26 13:57:21,482 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.265
2023-07-26 13:57:21,496 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.302
2023-07-26 13:57:21,509 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.306
2023-07-26 13:57:21,521 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.345
2023-07-26 13:57:21,535 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.390
2023-07-26 13:57:21,549 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.391
2023-07-26 13:57:21,563 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.436
2023-07-26 13:57:21,575 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.915, mIoU: 0.394
2023-07-26 13:57:21,588 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.913, mIoU: 0.377
2023-07-26 13:57:21,602 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.369
2023-07-26 13:57:21,614 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.916, mIoU: 0.364
2023-07-26 13:57:21,625 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.362
2023-07-26 13:57:21,637 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.916, mIoU: 0.361
2023-07-26 13:57:21,652 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.361
2023-07-26 13:57:21,667 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.405
2023-07-26 13:57:21,682 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.409
2023-07-26 13:57:21,696 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.417
2023-07-26 13:57:21,711 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.452
2023-07-26 13:57:21,726 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.451
2023-07-26 13:57:21,741 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.452
2023-07-26 13:57:21,755 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.455
2023-07-26 13:57:21,769 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.456
2023-07-26 13:57:21,780 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.455
2023-07-26 13:57:21,795 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.442
2023-07-26 13:57:21,810 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.443
2023-07-26 13:57:21,824 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.444
2023-07-26 13:57:21,840 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.444
2023-07-26 13:57:21,856 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.455
2023-07-26 13:57:21,871 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.454
2023-07-26 13:57:21,886 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.477
2023-07-26 13:57:21,902 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.477
2023-07-26 13:57:21,915 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.479
2023-07-26 13:57:21,928 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.523
2023-07-26 13:57:21,945 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.508
2023-07-26 13:57:21,958 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.506
2023-07-26 13:57:21,971 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.534
2023-07-26 13:57:21,987 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.534
2023-07-26 13:57:22,001 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.527
2023-07-26 13:57:22,015 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.527
2023-07-26 13:57:22,031 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.532
2023-07-26 13:57:22,046 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.537
2023-07-26 13:57:22,060 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.545
2023-07-26 13:57:22,073 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-26 13:57:22,087 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.548
2023-07-26 13:57:22,104 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.547
2023-07-26 13:57:22,120 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-26 13:57:22,135 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.546
2023-07-26 13:57:22,148 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.544
2023-07-26 13:57:22,164 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.544
2023-07-26 13:57:22,179 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-26 13:57:22,193 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.547
2023-07-26 13:57:22,208 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.545
2023-07-26 13:57:22,226 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.544
2023-07-26 13:57:22,239 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.547
2023-07-26 13:57:22,254 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.590
2023-07-26 13:57:22,268 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.590
2023-07-26 13:57:22,283 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-26 13:57:22,296 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-26 13:57:22,315 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.593
2023-07-26 13:57:22,328 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-26 13:57:22,344 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-26 13:57:22,360 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-26 13:57:22,373 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-26 13:57:22,389 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-26 13:57:22,404 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.636
2023-07-26 13:57:22,420 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-26 13:57:22,434 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-26 13:57:22,449 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.652
2023-07-26 13:57:22,465 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.650
2023-07-26 13:57:22,480 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-26 13:57:22,495 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.652
2023-07-26 13:57:22,510 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.648
2023-07-26 13:57:22,520 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-26 13:57:22,535 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-26 13:57:22,551 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-26 13:57:22,564 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.650
2023-07-26 13:57:22,579 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-26 13:57:22,594 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-26 13:57:22,609 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 13:57:22,625 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 13:57:22,640 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.630
2023-07-26 13:57:22,656 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.628
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2023-07-26 13:57:22,686 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:22,700 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 13:57:22,715 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.637
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2023-07-26 13:57:22,806 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 13:57:22,820 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 13:57:22,835 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-26 13:57:22,863 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 13:57:22,877 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 13:57:22,891 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-26 13:57:22,920 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:22,933 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.648
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2023-07-26 13:57:22,975 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:22,989 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:23,001 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-26 13:57:23,029 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 13:57:23,045 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:23,060 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:23,074 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:23,087 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 13:57:23,103 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 13:57:23,116 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 13:57:23,131 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 13:57:23,147 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-26 13:57:23,161 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 13:57:23,174 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-26 13:57:23,190 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.626
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2023-07-26 13:57:23,214 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.627
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2023-07-26 13:57:23,242 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.629
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2023-07-26 13:57:23,263 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.633
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2023-07-26 13:57:23,321 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.632
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2023-07-26 13:57:23,346 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.633
2023-07-26 13:57:23,360 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 13:57:23,373 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-26 13:57:23,388 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.632
2023-07-26 13:57:23,401 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.630
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2023-07-26 13:57:23,430 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-26 13:57:23,445 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.634
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2023-07-26 13:57:23,520 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-26 13:57:23,723 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.652
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2023-07-26 13:57:23,791 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-26 13:57:24,278 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.916, mIoU: 0.626
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2023-07-26 13:57:24,370 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-26 13:57:27,289 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,303 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:57:27,318 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:57:27,333 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:57:27,348 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.909, mIoU: 0.607
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2023-07-26 13:57:27,376 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:57:27,389 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:57:27,403 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:57:27,414 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:57:27,429 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 13:57:27,444 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 13:57:27,459 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,474 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,487 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,503 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,518 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 13:57:27,533 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 13:57:27,547 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 13:57:27,562 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:57:27,575 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 13:57:27,593 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 13:57:27,606 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 13:57:27,622 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:57:27,637 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 13:57:27,651 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:27,666 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:27,682 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:27,695 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:27,710 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:27,726 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:27,739 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:57:27,755 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 13:57:27,770 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:27,785 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:27,801 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:27,816 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:27,831 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:57:27,845 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:57:27,860 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:57:27,873 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:57:27,886 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:57:27,902 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 13:57:27,918 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:27,932 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:27,947 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:27,961 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 13:57:27,976 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:27,990 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,001 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,015 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:57:28,030 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 13:57:28,046 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,062 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,078 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:28,094 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,110 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,119 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,129 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 13:57:28,143 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:28,156 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:28,171 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 13:57:28,183 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 13:57:28,198 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:57:28,214 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 13:57:28,229 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:28,244 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:28,258 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:28,271 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 13:57:28,286 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:57:28,301 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 13:57:28,314 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,330 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,341 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,356 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,371 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,386 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,401 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 13:57:28,416 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 13:57:28,425 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 13:57:28,438 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 13:57:28,453 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 13:57:28,468 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 13:57:28,480 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 13:57:28,493 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 13:57:28,507 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 13:57:28,522 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 13:57:28,537 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,552 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 13:57:28,561 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 13:57:28,576 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 13:57:28,592 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,606 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,621 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,637 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,650 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,666 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,680 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 13:57:28,696 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 13:57:28,712 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 13:57:28,728 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 13:57:28,743 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,758 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,771 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,786 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 13:57:28,801 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,815 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,830 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,847 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 13:57:28,862 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,877 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 13:57:28,890 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,905 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,920 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 13:57:28,935 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 13:57:28,950 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 13:57:28,965 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 13:57:28,978 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 13:57:28,993 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 13:57:29,008 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 13:57:29,021 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 13:57:29,037 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 13:57:29,048 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 13:57:29,063 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 13:57:29,076 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,088 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 13:57:29,100 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,115 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 13:57:29,130 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 13:57:29,145 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 13:57:29,160 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 13:57:29,168 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 13:57:29,183 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 13:57:29,198 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,214 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,229 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,243 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,256 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,269 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,284 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,299 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,314 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,327 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,340 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:29,355 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,369 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,384 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,397 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 13:57:29,412 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,427 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,443 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,457 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 13:57:29,472 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,488 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,501 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,516 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,531 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,546 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,561 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,574 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,590 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,605 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,621 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:29,631 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 13:57:29,646 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,662 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,675 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 13:57:29,690 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-26 13:57:29,717 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 13:57:29,848 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 13:57:29,863 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 13:57:29,876 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 13:57:29,935 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:29,950 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 13:57:29,995 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 13:57:30,067 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:30,083 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 13:57:30,125 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 13:57:30,141 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 13:57:30,154 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 13:57:30,169 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,183 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,199 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,213 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,228 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,243 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,258 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,273 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,287 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,300 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,314 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:30,329 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,343 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,356 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,371 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,385 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,400 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,416 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:30,432 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 13:57:30,447 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:30,463 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:30,478 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,493 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,507 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:30,522 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:30,537 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:30,556 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:30,571 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:30,587 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,597 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,610 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 13:57:30,625 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,638 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 13:57:30,653 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:30,666 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,679 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,694 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,710 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,725 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:30,740 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,753 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,767 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,780 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,794 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,809 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,825 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,840 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:30,856 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,871 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:30,884 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:30,900 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:30,915 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,928 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,942 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,956 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,973 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:30,988 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:31,002 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:31,017 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:31,032 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:31,047 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:31,060 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:31,072 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,080 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,095 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,110 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,124 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,140 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,154 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,169 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,184 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,198 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,211 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:31,225 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,239 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,254 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,268 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,281 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,293 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,306 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:31,320 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:31,333 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 13:57:31,346 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 13:57:31,359 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 13:57:31,373 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 13:57:31,389 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,401 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,414 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,428 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,439 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,455 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,470 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,485 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,500 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,516 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,531 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,544 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:31,560 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:31,576 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,593 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,609 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,624 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:31,640 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:31,653 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:31,666 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,679 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:31,694 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:31,711 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:31,724 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 13:57:31,737 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,752 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,767 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,782 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,797 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,812 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,825 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,840 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,853 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,867 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,882 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,896 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,912 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,925 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,941 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,956 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,969 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:31,982 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:31,998 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,013 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:32,029 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:32,044 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:32,057 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,071 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,086 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,099 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,115 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,133 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,146 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,162 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,175 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,191 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,206 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,220 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,233 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,248 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,263 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,277 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,292 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,307 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,321 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,335 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,350 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,365 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,382 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,395 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,410 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,423 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,439 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,452 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,465 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,480 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,496 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,509 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,525 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,541 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,557 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,573 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,586 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,599 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,614 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,627 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,640 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,653 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:32,669 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:32,682 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,695 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 13:57:32,709 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,725 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,740 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,756 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,769 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,782 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,796 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,811 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,826 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,841 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,854 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:32,867 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,879 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,895 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,911 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,926 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:32,940 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,952 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:32,965 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:32,981 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:32,996 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:33,010 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:33,025 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,039 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:33,055 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,067 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,082 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,095 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,110 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:33,125 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:33,138 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,153 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,168 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,182 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,197 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,212 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,226 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,241 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,255 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 13:57:33,270 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 13:57:33,286 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,299 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,313 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,326 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,343 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 13:57:33,357 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,374 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,389 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,401 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,416 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,433 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,449 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,462 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,477 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,492 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,505 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,519 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,535 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,549 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 13:57:33,562 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,573 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,590 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,604 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,619 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,632 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 13:57:33,646 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,661 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,677 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,692 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,706 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,721 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,735 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,750 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 13:57:33,765 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,778 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 13:57:33,795 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,808 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:33,824 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,839 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,855 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,870 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,885 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,899 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,913 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,929 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 13:57:33,943 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:33,958 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,973 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,982 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:33,996 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,009 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,023 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,038 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,053 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,066 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:34,081 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:34,096 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:34,110 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 13:57:34,126 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,142 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,155 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,171 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,186 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,201 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,214 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,229 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,244 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,259 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,272 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,287 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,302 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,316 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,331 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,346 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,360 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,375 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,388 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:34,403 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:34,419 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:34,434 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:34,450 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,466 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,481 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,495 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,508 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:34,522 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,535 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,548 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,562 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,577 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,591 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,606 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,619 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,632 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,647 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,662 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,674 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,689 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,702 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,719 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,733 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,750 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,766 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,781 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:34,790 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,806 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,822 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,835 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,850 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,865 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,880 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,894 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,909 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,923 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,939 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:34,953 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:34,968 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:34,984 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,000 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,012 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,027 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,042 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,055 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 13:57:35,068 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,083 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,098 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,113 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,121 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,135 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 13:57:35,148 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:35,161 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:35,173 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:35,188 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,203 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,218 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,231 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,244 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,259 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,270 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,286 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,300 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,315 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,330 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,345 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,360 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,372 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,385 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,400 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 13:57:35,414 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,429 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,444 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,457 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,467 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,479 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:35,492 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,503 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,518 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,532 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,547 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,563 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,579 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,594 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:35,610 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,625 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,641 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,657 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,672 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 13:57:35,687 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,703 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,719 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,732 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 13:57:35,744 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:35,759 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,771 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,786 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,799 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 13:57:35,813 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 13:57:35,828 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 13:57:35,844 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,859 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,872 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,886 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,901 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,915 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:35,930 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:35,942 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:35,956 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:35,971 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:35,986 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,001 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 13:57:36,016 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 13:57:36,031 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 13:57:36,047 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 13:57:36,062 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,077 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,091 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,106 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,117 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,131 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,146 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 13:57:36,158 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:36,173 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 13:57:36,188 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 13:57:36,204 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,219 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,235 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,250 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,264 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,277 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,292 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,304 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,319 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,334 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,347 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,362 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,376 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,391 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,406 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,422 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,437 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,452 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,465 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,478 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,493 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,506 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:36,519 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:36,535 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,550 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,565 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,578 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,591 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,606 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,622 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,637 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,650 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,663 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,678 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,693 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,708 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,723 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 13:57:36,738 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,753 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,768 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,783 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,798 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 13:57:36,813 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:36,827 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,842 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,855 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,870 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,885 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,900 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,913 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 13:57:36,927 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:36,942 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:36,958 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:36,971 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:36,986 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,001 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,016 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,031 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,046 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,062 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,075 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,089 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,105 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,118 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,133 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,146 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,155 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,170 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,185 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,198 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,213 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,228 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,241 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:37,254 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:37,269 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:37,284 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:37,298 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:37,315 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,329 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,346 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 13:57:37,360 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,374 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,390 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,405 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 13:57:37,421 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,433 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,447 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,463 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,478 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,493 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,508 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,521 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,537 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,551 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 13:57:37,565 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,580 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,595 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,610 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,624 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,637 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,652 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,666 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,681 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,695 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,708 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,723 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,736 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,748 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,760 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,776 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,791 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,806 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,821 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,832 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:37,845 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,861 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,877 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:37,891 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:37,906 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:37,922 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,937 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,951 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:37,965 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,980 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:37,993 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:38,007 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 13:57:38,020 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 13:57:38,119 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 13:57:38,146 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,161 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 13:57:38,262 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 13:57:38,277 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,290 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 13:57:38,407 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,420 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,434 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,449 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,461 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 13:57:38,491 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,506 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,521 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,536 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:38,551 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:38,564 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:38,579 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:38,592 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:38,606 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 13:57:38,622 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 13:57:38,638 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,651 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,666 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,678 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,693 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,708 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,723 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,736 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,752 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,768 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,783 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,794 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,809 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,824 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,835 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,850 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,866 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,881 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,894 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:38,907 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,921 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,935 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,950 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,963 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,978 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:38,991 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,004 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,019 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:39,034 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,049 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,064 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,080 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:39,093 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,108 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:39,123 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:39,137 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:39,152 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:39,165 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,178 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,194 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,209 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,225 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,238 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,251 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,266 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,282 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,295 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,308 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,323 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,338 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,353 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,368 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,382 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,398 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,411 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,425 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,440 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,453 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,468 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,483 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,497 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,512 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,526 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:39,541 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,555 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,569 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,583 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:39,598 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,613 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,627 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:39,643 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,658 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,671 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,684 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,699 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,715 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,728 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,743 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,759 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,774 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,789 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,804 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,819 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,834 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,847 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,861 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,874 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,887 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,900 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:39,915 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,930 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,943 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:39,956 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:39,971 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:39,983 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:39,997 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,012 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,027 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,043 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,058 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,072 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,088 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:40,103 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,117 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,133 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,149 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,166 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,180 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,195 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,211 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,226 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,241 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,253 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,268 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,283 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:40,298 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:40,313 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:40,326 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 13:57:40,341 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,355 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,370 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,385 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,399 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,414 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,429 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,440 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,454 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:40,467 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,481 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,498 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,513 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,528 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,541 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,554 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,567 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,582 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,597 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,611 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,626 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,640 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,655 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,670 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,683 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,698 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,713 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,726 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,741 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,753 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,768 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,783 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 13:57:40,798 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,813 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,825 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,838 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,853 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 13:57:40,868 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,883 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,896 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,909 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,925 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,940 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,956 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,969 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:40,984 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,001 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,017 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,032 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,048 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,055 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,070 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,083 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,096 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,111 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,126 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 13:57:41,140 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,155 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,171 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,185 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 13:57:41,200 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,213 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,227 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,244 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,258 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,274 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,290 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,307 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,320 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,334 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,350 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,365 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,378 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,391 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,406 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,421 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,436 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:41,451 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,465 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,480 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,495 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,508 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,523 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,536 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,551 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,566 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,581 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 13:57:41,595 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,608 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,623 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,637 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,652 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,667 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,682 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,698 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,714 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,727 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,743 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,757 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,773 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,788 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,803 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,819 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,834 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,849 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,859 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,874 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,886 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 13:57:41,901 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,916 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,930 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,945 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,956 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,966 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,982 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:41,997 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,011 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,024 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,038 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,053 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:42,066 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:42,082 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:42,097 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:42,112 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 13:57:42,128 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,141 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,157 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,172 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,188 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,201 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,217 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,232 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 13:57:42,247 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:42,263 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:42,276 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:42,290 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:42,304 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 13:57:42,321 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 13:57:59,445 semantic_segmentation INFO: Iters: 104810/150000 || Lr: 0.006794 || Task Loss: 0.4045 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:41 || Estimated Time: 22:03:57
2023-07-26 13:58:16,431 semantic_segmentation INFO: Iters: 104820/150000 || Lr: 0.006792 || Task Loss: 0.4634 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:58 || Estimated Time: 22:03:39
2023-07-26 13:58:33,620 semantic_segmentation INFO: Iters: 104830/150000 || Lr: 0.006791 || Task Loss: 0.3494 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:15 || Estimated Time: 22:03:22
2023-07-26 13:58:50,828 semantic_segmentation INFO: Iters: 104840/150000 || Lr: 0.006789 || Task Loss: 0.3364 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:33 || Estimated Time: 22:03:04
2023-07-26 13:59:08,575 semantic_segmentation INFO: Iters: 104850/150000 || Lr: 0.006788 || Task Loss: 0.5893 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:50 || Estimated Time: 22:02:46
2023-07-26 13:59:25,819 semantic_segmentation INFO: Iters: 104860/150000 || Lr: 0.006787 || Task Loss: 0.3838 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:08 || Estimated Time: 22:02:29
2023-07-26 13:59:43,017 semantic_segmentation INFO: Iters: 104870/150000 || Lr: 0.006785 || Task Loss: 0.4914 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:25 || Estimated Time: 22:02:11
2023-07-26 14:00:00,162 semantic_segmentation INFO: Iters: 104880/150000 || Lr: 0.006784 || Task Loss: 0.3163 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:42 || Estimated Time: 22:01:53
2023-07-26 14:00:17,442 semantic_segmentation INFO: Iters: 104890/150000 || Lr: 0.006783 || Task Loss: 0.3633 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:59 || Estimated Time: 22:01:35
2023-07-26 14:00:34,654 semantic_segmentation INFO: Iters: 104900/150000 || Lr: 0.006781 || Task Loss: 0.5023 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:16 || Estimated Time: 22:01:18
2023-07-26 14:00:52,257 semantic_segmentation INFO: Iters: 104910/150000 || Lr: 0.006780 || Task Loss: 0.5007 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:34 || Estimated Time: 22:01:00
2023-07-26 14:01:09,465 semantic_segmentation INFO: Iters: 104920/150000 || Lr: 0.006779 || Task Loss: 0.2665 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:51 || Estimated Time: 22:00:42
2023-07-26 14:01:26,672 semantic_segmentation INFO: Iters: 104930/150000 || Lr: 0.006777 || Task Loss: 0.3271 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:08 || Estimated Time: 22:00:25
2023-07-26 14:01:43,749 semantic_segmentation INFO: Iters: 104940/150000 || Lr: 0.006776 || Task Loss: 0.5338 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:26 || Estimated Time: 22:00:07
2023-07-26 14:02:01,212 semantic_segmentation INFO: Iters: 104950/150000 || Lr: 0.006775 || Task Loss: 0.4951 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:43 || Estimated Time: 21:59:49
2023-07-26 14:02:18,719 semantic_segmentation INFO: Iters: 104960/150000 || Lr: 0.006773 || Task Loss: 0.4051 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:01 || Estimated Time: 21:59:32
2023-07-26 14:02:35,868 semantic_segmentation INFO: Iters: 104970/150000 || Lr: 0.006772 || Task Loss: 0.4508 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:18 || Estimated Time: 21:59:14
2023-07-26 14:02:53,078 semantic_segmentation INFO: Iters: 104980/150000 || Lr: 0.006771 || Task Loss: 0.4507 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:35 || Estimated Time: 21:58:56
2023-07-26 14:03:10,546 semantic_segmentation INFO: Iters: 104990/150000 || Lr: 0.006769 || Task Loss: 0.5302 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:52 || Estimated Time: 21:58:38
2023-07-26 14:03:27,733 semantic_segmentation INFO: Iters: 105000/150000 || Lr: 0.006768 || Task Loss: 0.3477 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:16:10 || Estimated Time: 21:58:21
2023-07-26 14:03:44,981 semantic_segmentation INFO: Iters: 105010/150000 || Lr: 0.006766 || Task Loss: 0.5268 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:16:27 || Estimated Time: 21:58:03
2023-07-26 14:04:02,120 semantic_segmentation INFO: Iters: 105020/150000 || Lr: 0.006765 || Task Loss: 0.3219 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:16:44 || Estimated Time: 21:57:45
2023-07-26 14:04:19,314 semantic_segmentation INFO: Iters: 105030/150000 || Lr: 0.006764 || Task Loss: 0.6082 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:01 || Estimated Time: 21:57:27
2023-07-26 14:04:36,933 semantic_segmentation INFO: Iters: 105040/150000 || Lr: 0.006762 || Task Loss: 0.3527 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:19 || Estimated Time: 21:57:10
2023-07-26 14:04:54,123 semantic_segmentation INFO: Iters: 105050/150000 || Lr: 0.006761 || Task Loss: 0.3627 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:36 || Estimated Time: 21:56:52
2023-07-26 14:05:11,426 semantic_segmentation INFO: Iters: 105060/150000 || Lr: 0.006760 || Task Loss: 0.5110 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:53 || Estimated Time: 21:56:34
2023-07-26 14:05:28,905 semantic_segmentation INFO: Iters: 105070/150000 || Lr: 0.006758 || Task Loss: 0.5448 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:11 || Estimated Time: 21:56:17
2023-07-26 14:05:46,126 semantic_segmentation INFO: Iters: 105080/150000 || Lr: 0.006757 || Task Loss: 0.4687 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:28 || Estimated Time: 21:55:59
2023-07-26 14:06:03,361 semantic_segmentation INFO: Iters: 105090/150000 || Lr: 0.006756 || Task Loss: 0.4094 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:45 || Estimated Time: 21:55:41
2023-07-26 14:06:20,774 semantic_segmentation INFO: Iters: 105100/150000 || Lr: 0.006754 || Task Loss: 0.2976 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:03 || Estimated Time: 21:55:24
2023-07-26 14:06:37,974 semantic_segmentation INFO: Iters: 105110/150000 || Lr: 0.006753 || Task Loss: 0.5820 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:20 || Estimated Time: 21:55:06
2023-07-26 14:06:55,372 semantic_segmentation INFO: Iters: 105120/150000 || Lr: 0.006752 || Task Loss: 0.4428 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:37 || Estimated Time: 21:54:48
2023-07-26 14:07:12,584 semantic_segmentation INFO: Iters: 105130/150000 || Lr: 0.006750 || Task Loss: 0.3814 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:54 || Estimated Time: 21:54:31
2023-07-26 14:07:29,795 semantic_segmentation INFO: Iters: 105140/150000 || Lr: 0.006749 || Task Loss: 0.5479 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:12 || Estimated Time: 21:54:13
2023-07-26 14:07:46,991 semantic_segmentation INFO: Iters: 105150/150000 || Lr: 0.006747 || Task Loss: 0.3871 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:29 || Estimated Time: 21:53:55
2023-07-26 14:08:04,417 semantic_segmentation INFO: Iters: 105160/150000 || Lr: 0.006746 || Task Loss: 0.3129 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:46 || Estimated Time: 21:53:37
2023-07-26 14:08:21,588 semantic_segmentation INFO: Iters: 105170/150000 || Lr: 0.006745 || Task Loss: 0.3468 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:03 || Estimated Time: 21:53:20
2023-07-26 14:08:38,790 semantic_segmentation INFO: Iters: 105180/150000 || Lr: 0.006743 || Task Loss: 0.3722 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:21 || Estimated Time: 21:53:02
2023-07-26 14:08:56,001 semantic_segmentation INFO: Iters: 105190/150000 || Lr: 0.006742 || Task Loss: 0.4818 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:38 || Estimated Time: 21:52:44
2023-07-26 14:09:13,219 semantic_segmentation INFO: Iters: 105200/150000 || Lr: 0.006741 || Task Loss: 0.3082 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:55 || Estimated Time: 21:52:27
2023-07-26 14:09:30,426 semantic_segmentation INFO: Iters: 105210/150000 || Lr: 0.006739 || Task Loss: 0.3627 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:12 || Estimated Time: 21:52:09
2023-07-26 14:09:48,258 semantic_segmentation INFO: Iters: 105220/150000 || Lr: 0.006738 || Task Loss: 0.2810 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:30 || Estimated Time: 21:51:51
2023-07-26 14:10:05,234 semantic_segmentation INFO: Iters: 105230/150000 || Lr: 0.006737 || Task Loss: 0.5026 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:47 || Estimated Time: 21:51:34
2023-07-26 14:10:22,852 semantic_segmentation INFO: Iters: 105240/150000 || Lr: 0.006735 || Task Loss: 0.5128 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:05 || Estimated Time: 21:51:16
2023-07-26 14:10:39,920 semantic_segmentation INFO: Iters: 105250/150000 || Lr: 0.006734 || Task Loss: 0.3934 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:22 || Estimated Time: 21:50:58
2023-07-26 14:10:57,146 semantic_segmentation INFO: Iters: 105260/150000 || Lr: 0.006733 || Task Loss: 0.4578 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:39 || Estimated Time: 21:50:40
2023-07-26 14:11:14,466 semantic_segmentation INFO: Iters: 105270/150000 || Lr: 0.006731 || Task Loss: 0.5314 || KD Loss: 0.1698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:56 || Estimated Time: 21:50:23
2023-07-26 14:11:31,634 semantic_segmentation INFO: Iters: 105280/150000 || Lr: 0.006730 || Task Loss: 0.4838 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:13 || Estimated Time: 21:50:05
2023-07-26 14:11:48,920 semantic_segmentation INFO: Iters: 105290/150000 || Lr: 0.006729 || Task Loss: 0.4383 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:31 || Estimated Time: 21:49:47
2023-07-26 14:12:06,064 semantic_segmentation INFO: Iters: 105300/150000 || Lr: 0.006727 || Task Loss: 0.2651 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:48 || Estimated Time: 21:49:30
2023-07-26 14:12:23,276 semantic_segmentation INFO: Iters: 105310/150000 || Lr: 0.006726 || Task Loss: 0.3466 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:05 || Estimated Time: 21:49:12
2023-07-26 14:12:40,532 semantic_segmentation INFO: Iters: 105320/150000 || Lr: 0.006724 || Task Loss: 0.4237 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:22 || Estimated Time: 21:48:54
2023-07-26 14:12:57,753 semantic_segmentation INFO: Iters: 105330/150000 || Lr: 0.006723 || Task Loss: 0.3969 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:40 || Estimated Time: 21:48:36
2023-07-26 14:13:14,947 semantic_segmentation INFO: Iters: 105340/150000 || Lr: 0.006722 || Task Loss: 0.3233 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:57 || Estimated Time: 21:48:19
2023-07-26 14:13:32,157 semantic_segmentation INFO: Iters: 105350/150000 || Lr: 0.006720 || Task Loss: 0.5873 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:14 || Estimated Time: 21:48:01
2023-07-26 14:13:49,362 semantic_segmentation INFO: Iters: 105360/150000 || Lr: 0.006719 || Task Loss: 0.5774 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:31 || Estimated Time: 21:47:43
2023-07-26 14:14:06,561 semantic_segmentation INFO: Iters: 105370/150000 || Lr: 0.006718 || Task Loss: 0.3612 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:48 || Estimated Time: 21:47:25
2023-07-26 14:14:23,759 semantic_segmentation INFO: Iters: 105380/150000 || Lr: 0.006716 || Task Loss: 0.3010 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:06 || Estimated Time: 21:47:08
2023-07-26 14:14:40,909 semantic_segmentation INFO: Iters: 105390/150000 || Lr: 0.006715 || Task Loss: 0.4451 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:23 || Estimated Time: 21:46:50
2023-07-26 14:14:58,066 semantic_segmentation INFO: Iters: 105400/150000 || Lr: 0.006714 || Task Loss: 0.4226 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:40 || Estimated Time: 21:46:32
2023-07-26 14:15:15,259 semantic_segmentation INFO: Iters: 105410/150000 || Lr: 0.006712 || Task Loss: 0.3212 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:57 || Estimated Time: 21:46:14
2023-07-26 14:15:32,842 semantic_segmentation INFO: Iters: 105420/150000 || Lr: 0.006711 || Task Loss: 0.4309 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:15 || Estimated Time: 21:45:57
2023-07-26 14:15:50,161 semantic_segmentation INFO: Iters: 105430/150000 || Lr: 0.006710 || Task Loss: 0.4079 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:32 || Estimated Time: 21:45:39
2023-07-26 14:16:07,321 semantic_segmentation INFO: Iters: 105440/150000 || Lr: 0.006708 || Task Loss: 0.4686 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:49 || Estimated Time: 21:45:21
2023-07-26 14:16:24,510 semantic_segmentation INFO: Iters: 105450/150000 || Lr: 0.006707 || Task Loss: 0.3429 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:06 || Estimated Time: 21:45:04
2023-07-26 14:16:42,023 semantic_segmentation INFO: Iters: 105460/150000 || Lr: 0.006706 || Task Loss: 0.3152 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:24 || Estimated Time: 21:44:46
2023-07-26 14:16:59,010 semantic_segmentation INFO: Iters: 105470/150000 || Lr: 0.006704 || Task Loss: 0.6419 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:41 || Estimated Time: 21:44:28
2023-07-26 14:17:16,278 semantic_segmentation INFO: Iters: 105480/150000 || Lr: 0.006703 || Task Loss: 0.3607 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:58 || Estimated Time: 21:44:11
2023-07-26 14:17:33,475 semantic_segmentation INFO: Iters: 105490/150000 || Lr: 0.006701 || Task Loss: 0.3830 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:15 || Estimated Time: 21:43:53
2023-07-26 14:17:50,698 semantic_segmentation INFO: Iters: 105500/150000 || Lr: 0.006700 || Task Loss: 0.4433 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:32 || Estimated Time: 21:43:35
2023-07-26 14:18:07,918 semantic_segmentation INFO: Iters: 105510/150000 || Lr: 0.006699 || Task Loss: 0.2847 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:50 || Estimated Time: 21:43:17
2023-07-26 14:18:25,003 semantic_segmentation INFO: Iters: 105520/150000 || Lr: 0.006697 || Task Loss: 0.4439 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:07 || Estimated Time: 21:43:00
2023-07-26 14:18:42,350 semantic_segmentation INFO: Iters: 105530/150000 || Lr: 0.006696 || Task Loss: 0.6258 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:24 || Estimated Time: 21:42:42
2023-07-26 14:18:59,761 semantic_segmentation INFO: Iters: 105540/150000 || Lr: 0.006695 || Task Loss: 0.3687 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:42 || Estimated Time: 21:42:24
2023-07-26 14:19:16,954 semantic_segmentation INFO: Iters: 105550/150000 || Lr: 0.006693 || Task Loss: 0.3028 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:59 || Estimated Time: 21:42:07
2023-07-26 14:19:34,170 semantic_segmentation INFO: Iters: 105560/150000 || Lr: 0.006692 || Task Loss: 0.5387 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:16 || Estimated Time: 21:41:49
2023-07-26 14:19:51,438 semantic_segmentation INFO: Iters: 105570/150000 || Lr: 0.006691 || Task Loss: 0.3303 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:33 || Estimated Time: 21:41:31
2023-07-26 14:20:08,668 semantic_segmentation INFO: Iters: 105580/150000 || Lr: 0.006689 || Task Loss: 0.5265 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:50 || Estimated Time: 21:41:13
2023-07-26 14:20:25,843 semantic_segmentation INFO: Iters: 105590/150000 || Lr: 0.006688 || Task Loss: 0.4745 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:33:08 || Estimated Time: 21:40:56
2023-07-26 14:20:43,182 semantic_segmentation INFO: Iters: 105600/150000 || Lr: 0.006687 || Task Loss: 0.4137 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:33:25 || Estimated Time: 21:40:38
2023-07-26 14:20:43,307 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 14:20:43,693 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-26 14:20:43,716 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.134
2023-07-26 14:20:43,729 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.139
2023-07-26 14:20:43,743 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.140
2023-07-26 14:20:43,757 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.213
2023-07-26 14:20:43,769 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.257
2023-07-26 14:20:43,783 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.297
2023-07-26 14:20:43,797 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.302
2023-07-26 14:20:43,809 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.342
2023-07-26 14:20:43,823 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.386
2023-07-26 14:20:43,837 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.389
2023-07-26 14:20:43,852 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.394
2023-07-26 14:20:43,864 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.914, mIoU: 0.374
2023-07-26 14:20:43,879 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.913, mIoU: 0.362
2023-07-26 14:20:43,893 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.352
2023-07-26 14:20:43,906 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.348
2023-07-26 14:20:43,918 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.343
2023-07-26 14:20:43,931 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.908, mIoU: 0.342
2023-07-26 14:20:43,946 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.909, mIoU: 0.342
2023-07-26 14:20:43,961 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.910, mIoU: 0.386
2023-07-26 14:20:43,976 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.914, mIoU: 0.392
2023-07-26 14:20:43,991 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.403
2023-07-26 14:20:44,006 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.912, mIoU: 0.433
2023-07-26 14:20:44,021 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.434
2023-07-26 14:20:44,037 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.915, mIoU: 0.432
2023-07-26 14:20:44,051 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.437
2023-07-26 14:20:44,066 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.437
2023-07-26 14:20:44,077 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.437
2023-07-26 14:20:44,092 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.912, mIoU: 0.425
2023-07-26 14:20:44,106 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.425
2023-07-26 14:20:44,120 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.917, mIoU: 0.429
2023-07-26 14:20:44,136 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.919, mIoU: 0.430
2023-07-26 14:20:44,150 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.440
2023-07-26 14:20:44,165 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.440
2023-07-26 14:20:44,180 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.480
2023-07-26 14:20:44,195 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.481
2023-07-26 14:20:44,207 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.482
2023-07-26 14:20:44,220 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.527
2023-07-26 14:20:44,236 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.513
2023-07-26 14:20:44,248 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.512
2023-07-26 14:20:44,261 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-26 14:20:44,276 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.538
2023-07-26 14:20:44,291 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.532
2023-07-26 14:20:44,304 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.532
2023-07-26 14:20:44,320 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-26 14:20:44,335 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.544
2023-07-26 14:20:44,348 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.552
2023-07-26 14:20:44,361 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.552
2023-07-26 14:20:44,375 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.552
2023-07-26 14:20:44,391 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.553
2023-07-26 14:20:44,407 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.552
2023-07-26 14:20:44,422 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.553
2023-07-26 14:20:44,436 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-26 14:20:44,452 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-26 14:20:44,468 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.556
2023-07-26 14:20:44,481 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.551
2023-07-26 14:20:44,498 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.549
2023-07-26 14:20:44,516 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.549
2023-07-26 14:20:44,530 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-26 14:20:44,546 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.577
2023-07-26 14:20:44,561 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.580
2023-07-26 14:20:44,577 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.578
2023-07-26 14:20:44,590 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.577
2023-07-26 14:20:44,609 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.583
2023-07-26 14:20:44,623 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-26 14:20:44,639 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.582
2023-07-26 14:20:44,655 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.583
2023-07-26 14:20:44,669 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-26 14:20:44,684 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-26 14:20:44,699 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.620
2023-07-26 14:20:44,714 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.924, mIoU: 0.641
2023-07-26 14:20:44,728 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.640
2023-07-26 14:20:44,742 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.633
2023-07-26 14:20:44,758 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.632
2023-07-26 14:20:44,772 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.634
2023-07-26 14:20:44,787 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.627
2023-07-26 14:20:44,802 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.623
2023-07-26 14:20:44,811 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.622
2023-07-26 14:20:44,826 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-26 14:20:44,842 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-26 14:20:44,855 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.631
2023-07-26 14:20:44,870 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.919, mIoU: 0.630
2023-07-26 14:20:44,885 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.918, mIoU: 0.625
2023-07-26 14:20:44,901 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.918, mIoU: 0.626
2023-07-26 14:20:44,917 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.619
2023-07-26 14:20:44,932 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.622
2023-07-26 14:20:44,947 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.616
2023-07-26 14:20:44,962 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.617
2023-07-26 14:20:44,977 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:20:44,990 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:20:45,006 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 14:20:45,021 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 14:20:45,036 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 14:20:45,052 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 14:20:45,067 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 14:20:45,082 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 14:20:45,096 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 14:20:45,109 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 14:20:45,125 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 14:20:45,138 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:45,154 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:45,168 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:45,182 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:45,196 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:45,212 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 14:20:45,224 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 14:20:45,239 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 14:20:45,255 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 14:20:45,268 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:20:45,281 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:20:45,294 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:20:45,308 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 14:20:45,324 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 14:20:45,339 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 14:20:45,354 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 14:20:45,368 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 14:20:45,382 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 14:20:45,397 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 14:20:45,410 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 14:20:45,425 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 14:20:45,441 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-26 14:20:45,455 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-26 14:20:45,468 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 14:20:45,484 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.622
2023-07-26 14:20:45,499 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.621
2023-07-26 14:20:45,508 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.623
2023-07-26 14:20:45,520 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.623
2023-07-26 14:20:45,536 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 14:20:45,545 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-26 14:20:45,558 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 14:20:45,574 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 14:20:45,589 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 14:20:45,603 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 14:20:45,618 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-26 14:20:45,631 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-26 14:20:45,644 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-26 14:20:45,659 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-26 14:20:45,673 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-26 14:20:45,688 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 14:20:45,701 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.917, mIoU: 0.626
2023-07-26 14:20:45,717 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.917, mIoU: 0.629
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2023-07-26 14:20:48,985 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:20:49,001 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.908, mIoU: 0.617
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2023-07-26 14:20:49,135 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-26 14:20:49,566 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.910, mIoU: 0.611
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2023-07-26 14:20:50,141 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.910, mIoU: 0.616
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2023-07-26 14:20:50,261 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 14:20:50,546 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.909, mIoU: 0.616
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2023-07-26 14:20:51,358 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 14:20:51,565 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 14:20:51,580 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,595 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 14:20:51,621 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:51,636 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:51,652 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:51,667 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:51,680 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,694 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:51,709 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,724 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:51,739 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:51,752 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,767 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,783 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,799 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,812 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 14:20:51,828 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,843 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 14:20:51,856 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 14:20:51,871 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,886 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,902 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,917 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-26 14:20:51,961 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:51,977 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:51,987 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,003 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:52,018 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,031 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,046 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,060 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,075 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,090 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,106 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,119 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,132 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,145 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,160 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,175 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,191 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,205 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,220 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,233 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,248 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,264 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,277 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,292 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:52,307 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 14:20:52,322 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:52,337 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:20:52,352 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,363 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,378 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 14:20:52,393 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:20:52,408 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,423 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,438 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:20:52,450 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:20:52,465 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,481 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,496 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:20:52,510 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:20:52,526 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,541 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,557 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,572 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:20:52,589 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,604 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,619 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,635 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,649 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,662 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:52,677 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:52,692 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,707 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,720 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,735 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,748 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,763 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,778 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:52,793 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:52,807 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:52,822 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:52,837 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,851 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:52,866 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:52,881 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 14:20:52,896 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 14:20:52,915 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 14:20:52,931 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:52,947 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:52,957 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:52,971 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 14:20:52,987 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,000 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 14:20:53,015 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,029 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,042 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,058 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,074 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,089 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,104 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:53,118 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:53,132 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,145 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,159 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,174 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,189 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,204 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 14:20:53,218 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,233 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,246 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,261 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 14:20:53,275 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 14:20:53,289 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,303 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,317 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,334 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,349 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,363 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,378 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:53,394 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:53,409 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:53,423 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:53,436 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:53,444 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:53,460 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,476 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:20:53,491 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 14:20:53,521 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:20:53,663 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 14:20:54,229 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 14:20:54,394 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:54,410 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:54,422 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:54,435 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:54,450 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:54,464 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:54,480 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:54,497 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:20:54,511 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:20:54,526 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,540 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,555 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,570 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,584 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,597 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,613 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,628 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,641 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,656 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:54,671 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:54,685 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:54,698 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:54,713 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,729 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,746 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,760 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,775 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,788 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,805 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,818 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,831 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,847 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,862 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,876 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,892 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,908 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:54,924 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,939 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,953 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:54,965 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:54,980 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:54,993 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,006 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,019 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,035 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,048 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,061 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,075 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,091 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,106 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,122 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,135 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,149 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:55,165 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:55,180 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:55,196 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 14:20:55,212 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 14:20:55,225 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 14:20:55,238 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,250 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,266 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,282 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,296 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,311 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,322 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,335 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,351 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,366 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,379 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,394 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,408 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,424 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,437 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,452 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,465 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,480 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,495 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,508 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,523 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 14:20:55,539 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 14:20:55,555 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 14:20:55,570 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 14:20:55,586 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 14:20:55,601 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 14:20:55,617 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 14:20:55,631 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 14:20:55,647 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 14:20:55,662 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,676 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,690 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,703 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,720 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,734 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,750 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,766 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:55,778 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,792 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,808 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,824 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,837 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,852 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,867 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,880 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,894 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,910 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,924 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:55,938 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,950 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:55,967 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:20:55,983 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:55,998 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:56,012 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:56,028 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:56,043 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:20:56,059 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:20:56,074 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 14:20:56,088 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 14:20:56,103 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,117 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,132 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:56,146 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:56,159 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,175 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:56,188 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 14:20:56,203 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,218 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,233 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,247 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,262 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,276 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,290 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,305 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,320 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,335 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,349 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,360 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,375 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,388 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,404 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,419 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,436 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,449 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,465 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,481 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,496 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,512 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,529 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,543 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,559 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,575 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,590 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,604 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,620 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,635 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,651 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,664 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,679 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,694 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,707 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:56,721 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,736 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,749 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,764 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,777 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,792 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,807 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,823 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,838 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,854 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,869 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,882 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,895 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:56,911 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,924 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,937 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,952 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,967 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,983 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:56,998 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,012 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,025 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,042 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,057 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,070 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,085 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,099 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,115 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,129 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,145 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,161 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,176 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,185 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,202 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,218 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,231 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,246 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,262 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,278 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,291 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,307 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,322 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,338 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,353 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,368 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,385 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,400 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,414 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,429 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,444 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,458 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 14:20:57,471 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 14:20:57,486 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 14:20:57,501 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,516 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,523 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,536 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,549 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,562 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,573 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,589 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,604 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,619 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,632 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,645 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,661 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,672 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,688 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,702 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,717 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,733 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,749 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,764 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,776 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,789 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,804 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,819 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,834 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,849 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,862 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,873 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,884 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,897 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:57,908 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,923 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,936 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 14:20:57,951 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,966 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,981 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:57,996 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,012 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,027 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,042 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,058 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,073 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,087 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,103 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,119 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,132 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,145 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:58,161 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 14:20:58,173 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,190 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,203 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,218 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,233 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,250 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,266 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,279 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,294 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,309 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,324 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,338 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,351 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,364 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,379 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,394 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:58,408 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:58,423 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 14:20:58,439 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 14:20:58,454 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 14:20:58,469 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,484 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,498 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,514 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 14:20:58,525 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,539 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,554 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 14:20:58,566 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,581 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:58,596 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,611 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,628 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,644 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,660 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,675 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,688 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,704 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,717 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,732 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,748 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,761 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:58,776 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,790 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,805 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,819 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,835 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,850 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,864 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,877 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,890 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,905 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,918 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,931 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,946 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,961 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,975 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:58,988 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:59,001 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,017 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,033 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,049 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,063 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,076 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:59,092 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,107 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 14:20:59,123 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,138 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,153 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,169 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,183 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,198 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:59,213 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 14:20:59,228 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,243 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,258 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,271 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,287 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,302 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,317 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,330 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 14:20:59,344 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:20:59,359 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,375 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,388 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,403 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,417 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,432 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,448 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,463 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,479 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,492 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:20:59,508 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,524 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,538 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,553 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:20:59,575 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 14:20:59,634 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-26 14:20:59,705 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 14:20:59,720 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 14:20:59,737 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-26 14:20:59,768 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 14:20:59,782 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 14:20:59,795 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 14:20:59,810 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,825 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,840 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,853 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,866 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,882 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 14:20:59,897 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-26 14:20:59,928 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:59,941 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,957 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:20:59,972 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:20:59,985 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:21:00,001 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 14:21:00,017 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 14:21:00,075 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,090 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,105 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,120 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,133 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,148 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,161 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 14:21:00,201 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,216 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,231 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 14:21:00,257 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,270 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,287 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:21:00,391 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,407 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,420 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,436 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,448 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:21:00,563 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,576 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,590 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:21:00,635 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 14:21:00,676 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,691 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 14:21:00,705 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,718 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 14:21:00,820 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,835 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,848 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 14:21:00,863 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 14:21:00,877 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:00,890 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 14:21:00,935 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:00,950 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:00,966 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:00,981 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:00,995 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:01,010 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:01,024 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:01,038 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 14:21:01,110 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:01,125 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,141 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,156 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,169 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,185 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 14:21:01,217 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,228 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,244 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,259 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,269 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,284 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,299 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,314 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,327 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,340 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 14:21:01,354 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 14:21:01,368 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,383 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,396 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,411 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,424 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,437 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,451 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,466 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,481 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,495 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,511 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,524 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,539 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,554 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,569 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:01,584 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:01,597 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,610 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,625 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,641 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,656 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,669 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,682 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,698 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,713 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,727 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,740 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,756 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,771 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,786 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,801 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,816 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,832 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:01,846 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:01,860 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:01,875 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,888 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,903 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 14:21:01,933 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:01,948 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:01,963 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 14:21:01,978 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 14:21:02,022 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:02,037 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 14:21:02,066 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 14:21:02,097 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,110 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 14:21:02,155 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:02,168 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 14:21:02,199 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:02,214 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 14:21:02,371 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 14:21:02,542 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 14:21:02,571 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 14:21:02,603 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,617 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,632 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 14:21:02,663 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 14:21:02,691 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 14:21:02,721 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 14:21:02,751 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 14:21:02,764 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,779 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,794 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,808 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,823 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,838 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,853 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,869 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,879 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,893 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,906 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,920 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 14:21:02,937 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,953 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:02,967 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:02,980 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:02,994 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,008 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,023 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,037 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,053 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,068 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,081 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,097 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,112 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,125 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:21:03,140 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,155 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,169 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,183 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,195 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,211 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,226 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,241 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,256 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,269 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,282 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,296 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 14:21:03,311 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,326 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,339 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,353 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,368 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,384 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,399 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,412 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,427 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,444 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,460 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,476 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,491 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,499 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,514 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,527 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,541 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,556 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,571 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 14:21:03,586 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 14:21:03,602 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 14:21:03,617 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,632 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,648 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,661 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,676 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,693 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,708 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,723 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,738 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,756 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,769 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,784 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,799 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,815 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,828 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:03,841 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,857 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,872 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,888 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:21:03,903 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:03,918 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:03,933 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:03,948 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 14:21:03,976 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:03,989 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:04,004 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:04,019 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:21:04,034 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,049 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,061 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,077 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,091 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,106 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,121 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,136 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,151 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,166 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,179 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,194 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,207 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,222 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,237 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,252 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,268 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,283 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,297 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,307 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,322 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,336 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,351 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,366 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,381 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,396 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,408 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,418 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,435 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,450 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:21:04,465 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,478 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,493 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,508 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,521 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,536 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,552 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,566 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,581 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,595 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,610 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,625 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,640 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,654 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,669 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,684 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:21:04,699 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,716 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,729 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,743 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,758 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:21:04,775 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:21:21,687 semantic_segmentation INFO: Iters: 105610/150000 || Lr: 0.006685 || Task Loss: 0.4068 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:34:03 || Estimated Time: 21:40:29
2023-07-26 14:21:38,965 semantic_segmentation INFO: Iters: 105620/150000 || Lr: 0.006684 || Task Loss: 0.3873 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:34:21 || Estimated Time: 21:40:11
2023-07-26 14:21:56,299 semantic_segmentation INFO: Iters: 105630/150000 || Lr: 0.006682 || Task Loss: 0.3899 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:34:38 || Estimated Time: 21:39:54
2023-07-26 14:22:13,601 semantic_segmentation INFO: Iters: 105640/150000 || Lr: 0.006681 || Task Loss: 0.3970 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:34:55 || Estimated Time: 21:39:36
2023-07-26 14:22:31,306 semantic_segmentation INFO: Iters: 105650/150000 || Lr: 0.006680 || Task Loss: 0.3481 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:13 || Estimated Time: 21:39:19
2023-07-26 14:22:48,512 semantic_segmentation INFO: Iters: 105660/150000 || Lr: 0.006678 || Task Loss: 0.2704 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:30 || Estimated Time: 21:39:01
2023-07-26 14:23:05,725 semantic_segmentation INFO: Iters: 105670/150000 || Lr: 0.006677 || Task Loss: 0.6198 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:48 || Estimated Time: 21:38:43
2023-07-26 14:23:23,202 semantic_segmentation INFO: Iters: 105680/150000 || Lr: 0.006676 || Task Loss: 0.4212 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:05 || Estimated Time: 21:38:25
2023-07-26 14:23:40,534 semantic_segmentation INFO: Iters: 105690/150000 || Lr: 0.006674 || Task Loss: 0.3910 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:22 || Estimated Time: 21:38:08
2023-07-26 14:23:57,645 semantic_segmentation INFO: Iters: 105700/150000 || Lr: 0.006673 || Task Loss: 0.3882 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:39 || Estimated Time: 21:37:50
2023-07-26 14:24:14,912 semantic_segmentation INFO: Iters: 105710/150000 || Lr: 0.006672 || Task Loss: 0.4811 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:57 || Estimated Time: 21:37:32
2023-07-26 14:24:32,405 semantic_segmentation INFO: Iters: 105720/150000 || Lr: 0.006670 || Task Loss: 0.5540 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:37:14 || Estimated Time: 21:37:15
2023-07-26 14:24:49,552 semantic_segmentation INFO: Iters: 105730/150000 || Lr: 0.006669 || Task Loss: 0.5589 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:37:31 || Estimated Time: 21:36:57
2023-07-26 14:25:06,850 semantic_segmentation INFO: Iters: 105740/150000 || Lr: 0.006668 || Task Loss: 0.3903 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:37:49 || Estimated Time: 21:36:39
2023-07-26 14:25:24,035 semantic_segmentation INFO: Iters: 105750/150000 || Lr: 0.006666 || Task Loss: 0.4521 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:06 || Estimated Time: 21:36:21
2023-07-26 14:25:41,248 semantic_segmentation INFO: Iters: 105760/150000 || Lr: 0.006665 || Task Loss: 0.4752 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:23 || Estimated Time: 21:36:04
2023-07-26 14:25:58,441 semantic_segmentation INFO: Iters: 105770/150000 || Lr: 0.006663 || Task Loss: 0.4992 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:40 || Estimated Time: 21:35:46
2023-07-26 14:26:15,565 semantic_segmentation INFO: Iters: 105780/150000 || Lr: 0.006662 || Task Loss: 0.3645 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:57 || Estimated Time: 21:35:28
2023-07-26 14:26:32,773 semantic_segmentation INFO: Iters: 105790/150000 || Lr: 0.006661 || Task Loss: 0.3408 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:15 || Estimated Time: 21:35:11
2023-07-26 14:26:50,290 semantic_segmentation INFO: Iters: 105800/150000 || Lr: 0.006659 || Task Loss: 0.3245 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:32 || Estimated Time: 21:34:53
2023-07-26 14:27:07,592 semantic_segmentation INFO: Iters: 105810/150000 || Lr: 0.006658 || Task Loss: 0.4895 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:49 || Estimated Time: 21:34:35
2023-07-26 14:27:24,878 semantic_segmentation INFO: Iters: 105820/150000 || Lr: 0.006657 || Task Loss: 0.3655 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:40:07 || Estimated Time: 21:34:18
2023-07-26 14:27:42,004 semantic_segmentation INFO: Iters: 105830/150000 || Lr: 0.006655 || Task Loss: 0.6258 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:40:24 || Estimated Time: 21:34:00
2023-07-26 14:27:59,144 semantic_segmentation INFO: Iters: 105840/150000 || Lr: 0.006654 || Task Loss: 0.4925 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:40:41 || Estimated Time: 21:33:42
2023-07-26 14:28:16,202 semantic_segmentation INFO: Iters: 105850/150000 || Lr: 0.006653 || Task Loss: 0.4592 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:40:58 || Estimated Time: 21:33:24
2023-07-26 14:28:33,408 semantic_segmentation INFO: Iters: 105860/150000 || Lr: 0.006651 || Task Loss: 0.5997 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:41:15 || Estimated Time: 21:33:06
2023-07-26 14:28:50,613 semantic_segmentation INFO: Iters: 105870/150000 || Lr: 0.006650 || Task Loss: 0.3388 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:41:32 || Estimated Time: 21:32:49
2023-07-26 14:29:07,877 semantic_segmentation INFO: Iters: 105880/150000 || Lr: 0.006649 || Task Loss: 0.4506 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:41:50 || Estimated Time: 21:32:31
2023-07-26 14:29:25,100 semantic_segmentation INFO: Iters: 105890/150000 || Lr: 0.006647 || Task Loss: 0.4729 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:07 || Estimated Time: 21:32:13
2023-07-26 14:29:42,403 semantic_segmentation INFO: Iters: 105900/150000 || Lr: 0.006646 || Task Loss: 0.4005 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:24 || Estimated Time: 21:31:56
2023-07-26 14:29:59,526 semantic_segmentation INFO: Iters: 105910/150000 || Lr: 0.006645 || Task Loss: 0.3733 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:41 || Estimated Time: 21:31:38
2023-07-26 14:30:16,805 semantic_segmentation INFO: Iters: 105920/150000 || Lr: 0.006643 || Task Loss: 0.4316 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:59 || Estimated Time: 21:31:20
2023-07-26 14:30:33,994 semantic_segmentation INFO: Iters: 105930/150000 || Lr: 0.006642 || Task Loss: 0.4034 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:16 || Estimated Time: 21:31:02
2023-07-26 14:30:51,219 semantic_segmentation INFO: Iters: 105940/150000 || Lr: 0.006640 || Task Loss: 0.5820 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:33 || Estimated Time: 21:30:45
2023-07-26 14:31:08,388 semantic_segmentation INFO: Iters: 105950/150000 || Lr: 0.006639 || Task Loss: 0.5924 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:50 || Estimated Time: 21:30:27
2023-07-26 14:31:25,406 semantic_segmentation INFO: Iters: 105960/150000 || Lr: 0.006638 || Task Loss: 0.4793 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:07 || Estimated Time: 21:30:09
2023-07-26 14:31:42,629 semantic_segmentation INFO: Iters: 105970/150000 || Lr: 0.006636 || Task Loss: 0.4162 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:24 || Estimated Time: 21:29:51
2023-07-26 14:31:59,716 semantic_segmentation INFO: Iters: 105980/150000 || Lr: 0.006635 || Task Loss: 0.5524 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:41 || Estimated Time: 21:29:34
2023-07-26 14:32:17,264 semantic_segmentation INFO: Iters: 105990/150000 || Lr: 0.006634 || Task Loss: 0.5258 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:59 || Estimated Time: 21:29:16
2023-07-26 14:32:34,339 semantic_segmentation INFO: Iters: 106000/150000 || Lr: 0.006632 || Task Loss: 0.4524 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:16 || Estimated Time: 21:28:58
2023-07-26 14:32:51,450 semantic_segmentation INFO: Iters: 106010/150000 || Lr: 0.006631 || Task Loss: 0.5596 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:33 || Estimated Time: 21:28:40
2023-07-26 14:33:09,047 semantic_segmentation INFO: Iters: 106020/150000 || Lr: 0.006630 || Task Loss: 0.5724 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:51 || Estimated Time: 21:28:23
2023-07-26 14:33:26,583 semantic_segmentation INFO: Iters: 106030/150000 || Lr: 0.006628 || Task Loss: 0.5202 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:08 || Estimated Time: 21:28:05
2023-07-26 14:33:43,671 semantic_segmentation INFO: Iters: 106040/150000 || Lr: 0.006627 || Task Loss: 0.4281 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:25 || Estimated Time: 21:27:48
2023-07-26 14:34:00,827 semantic_segmentation INFO: Iters: 106050/150000 || Lr: 0.006626 || Task Loss: 0.4245 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:43 || Estimated Time: 21:27:30
2023-07-26 14:34:17,868 semantic_segmentation INFO: Iters: 106060/150000 || Lr: 0.006624 || Task Loss: 0.4104 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:00 || Estimated Time: 21:27:12
2023-07-26 14:34:35,331 semantic_segmentation INFO: Iters: 106070/150000 || Lr: 0.006623 || Task Loss: 0.4430 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:17 || Estimated Time: 21:26:54
2023-07-26 14:34:52,559 semantic_segmentation INFO: Iters: 106080/150000 || Lr: 0.006621 || Task Loss: 0.4216 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:34 || Estimated Time: 21:26:37
2023-07-26 14:35:09,684 semantic_segmentation INFO: Iters: 106090/150000 || Lr: 0.006620 || Task Loss: 0.3737 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:51 || Estimated Time: 21:26:19
2023-07-26 14:35:27,304 semantic_segmentation INFO: Iters: 106100/150000 || Lr: 0.006619 || Task Loss: 0.4033 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:09 || Estimated Time: 21:26:01
2023-07-26 14:35:44,513 semantic_segmentation INFO: Iters: 106110/150000 || Lr: 0.006617 || Task Loss: 0.3120 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:26 || Estimated Time: 21:25:44
2023-07-26 14:36:01,712 semantic_segmentation INFO: Iters: 106120/150000 || Lr: 0.006616 || Task Loss: 0.3326 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:43 || Estimated Time: 21:25:26
2023-07-26 14:36:19,010 semantic_segmentation INFO: Iters: 106130/150000 || Lr: 0.006615 || Task Loss: 0.7106 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:01 || Estimated Time: 21:25:08
2023-07-26 14:36:36,489 semantic_segmentation INFO: Iters: 106140/150000 || Lr: 0.006613 || Task Loss: 0.4204 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:18 || Estimated Time: 21:24:51
2023-07-26 14:36:53,627 semantic_segmentation INFO: Iters: 106150/150000 || Lr: 0.006612 || Task Loss: 0.4196 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:35 || Estimated Time: 21:24:33
2023-07-26 14:37:10,853 semantic_segmentation INFO: Iters: 106160/150000 || Lr: 0.006611 || Task Loss: 0.3139 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:53 || Estimated Time: 21:24:15
2023-07-26 14:37:28,114 semantic_segmentation INFO: Iters: 106170/150000 || Lr: 0.006609 || Task Loss: 0.4262 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:10 || Estimated Time: 21:23:57
2023-07-26 14:37:45,295 semantic_segmentation INFO: Iters: 106180/150000 || Lr: 0.006608 || Task Loss: 0.3781 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:27 || Estimated Time: 21:23:40
2023-07-26 14:38:02,427 semantic_segmentation INFO: Iters: 106190/150000 || Lr: 0.006607 || Task Loss: 0.3689 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:44 || Estimated Time: 21:23:22
2023-07-26 14:38:19,649 semantic_segmentation INFO: Iters: 106200/150000 || Lr: 0.006605 || Task Loss: 0.4743 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:01 || Estimated Time: 21:23:04
2023-07-26 14:38:36,938 semantic_segmentation INFO: Iters: 106210/150000 || Lr: 0.006604 || Task Loss: 0.5311 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:19 || Estimated Time: 21:22:46
2023-07-26 14:38:54,216 semantic_segmentation INFO: Iters: 106220/150000 || Lr: 0.006602 || Task Loss: 0.3925 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:36 || Estimated Time: 21:22:29
2023-07-26 14:39:11,549 semantic_segmentation INFO: Iters: 106230/150000 || Lr: 0.006601 || Task Loss: 0.4975 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:53 || Estimated Time: 21:22:11
2023-07-26 14:39:28,731 semantic_segmentation INFO: Iters: 106240/150000 || Lr: 0.006600 || Task Loss: 0.4350 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:11 || Estimated Time: 21:21:53
2023-07-26 14:39:46,205 semantic_segmentation INFO: Iters: 106250/150000 || Lr: 0.006598 || Task Loss: 0.2803 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:28 || Estimated Time: 21:21:36
2023-07-26 14:40:03,328 semantic_segmentation INFO: Iters: 106260/150000 || Lr: 0.006597 || Task Loss: 0.3859 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:45 || Estimated Time: 21:21:18
2023-07-26 14:40:20,803 semantic_segmentation INFO: Iters: 106270/150000 || Lr: 0.006596 || Task Loss: 0.4103 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:03 || Estimated Time: 21:21:00
2023-07-26 14:40:37,983 semantic_segmentation INFO: Iters: 106280/150000 || Lr: 0.006594 || Task Loss: 0.2901 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:20 || Estimated Time: 21:20:43
2023-07-26 14:40:55,188 semantic_segmentation INFO: Iters: 106290/150000 || Lr: 0.006593 || Task Loss: 0.4240 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:37 || Estimated Time: 21:20:25
2023-07-26 14:41:12,693 semantic_segmentation INFO: Iters: 106300/150000 || Lr: 0.006592 || Task Loss: 0.4295 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:54 || Estimated Time: 21:20:07
2023-07-26 14:41:29,884 semantic_segmentation INFO: Iters: 106310/150000 || Lr: 0.006590 || Task Loss: 0.5000 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:12 || Estimated Time: 21:19:50
2023-07-26 14:41:47,097 semantic_segmentation INFO: Iters: 106320/150000 || Lr: 0.006589 || Task Loss: 0.3907 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:29 || Estimated Time: 21:19:32
2023-07-26 14:42:04,377 semantic_segmentation INFO: Iters: 106330/150000 || Lr: 0.006588 || Task Loss: 0.4279 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:46 || Estimated Time: 21:19:14
2023-07-26 14:42:21,613 semantic_segmentation INFO: Iters: 106340/150000 || Lr: 0.006586 || Task Loss: 0.3186 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:03 || Estimated Time: 21:18:56
2023-07-26 14:42:38,909 semantic_segmentation INFO: Iters: 106350/150000 || Lr: 0.006585 || Task Loss: 0.4064 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:21 || Estimated Time: 21:18:39
2023-07-26 14:42:56,256 semantic_segmentation INFO: Iters: 106360/150000 || Lr: 0.006583 || Task Loss: 0.4189 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:38 || Estimated Time: 21:18:21
2023-07-26 14:43:13,521 semantic_segmentation INFO: Iters: 106370/150000 || Lr: 0.006582 || Task Loss: 0.4403 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:55 || Estimated Time: 21:18:03
2023-07-26 14:43:30,727 semantic_segmentation INFO: Iters: 106380/150000 || Lr: 0.006581 || Task Loss: 0.4539 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:13 || Estimated Time: 21:17:46
2023-07-26 14:43:48,038 semantic_segmentation INFO: Iters: 106390/150000 || Lr: 0.006579 || Task Loss: 0.4166 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:30 || Estimated Time: 21:17:28
2023-07-26 14:44:05,312 semantic_segmentation INFO: Iters: 106400/150000 || Lr: 0.006578 || Task Loss: 0.3569 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:47 || Estimated Time: 21:17:10
2023-07-26 14:44:05,435 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 14:44:05,826 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 14:44:05,859 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.131
2023-07-26 14:44:05,872 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.163
2023-07-26 14:44:05,886 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.165
2023-07-26 14:44:05,900 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.238
2023-07-26 14:44:05,912 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.284
2023-07-26 14:44:05,927 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.324
2023-07-26 14:44:05,942 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.329
2023-07-26 14:44:05,955 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.355
2023-07-26 14:44:05,971 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.399
2023-07-26 14:44:05,986 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.404
2023-07-26 14:44:06,001 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.413
2023-07-26 14:44:06,014 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.905, mIoU: 0.399
2023-07-26 14:44:06,029 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.903, mIoU: 0.374
2023-07-26 14:44:06,044 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.904, mIoU: 0.363
2023-07-26 14:44:06,057 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.907, mIoU: 0.358
2023-07-26 14:44:06,068 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.899, mIoU: 0.343
2023-07-26 14:44:06,081 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.342
2023-07-26 14:44:06,096 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.900, mIoU: 0.344
2023-07-26 14:44:06,113 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.902, mIoU: 0.391
2023-07-26 14:44:06,128 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.903, mIoU: 0.390
2023-07-26 14:44:06,144 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.398
2023-07-26 14:44:06,159 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.900, mIoU: 0.417
2023-07-26 14:44:06,176 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.903, mIoU: 0.423
2023-07-26 14:44:06,192 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.426
2023-07-26 14:44:06,206 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.903, mIoU: 0.428
2023-07-26 14:44:06,221 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.905, mIoU: 0.431
2023-07-26 14:44:06,233 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.419
2023-07-26 14:44:06,249 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.897, mIoU: 0.409
2023-07-26 14:44:06,264 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.409
2023-07-26 14:44:06,279 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.903, mIoU: 0.411
2023-07-26 14:44:06,295 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.410
2023-07-26 14:44:06,310 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.908, mIoU: 0.420
2023-07-26 14:44:06,325 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.908, mIoU: 0.419
2023-07-26 14:44:06,340 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.430
2023-07-26 14:44:06,356 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.904, mIoU: 0.431
2023-07-26 14:44:06,369 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.906, mIoU: 0.433
2023-07-26 14:44:06,382 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.908, mIoU: 0.472
2023-07-26 14:44:06,399 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.482
2023-07-26 14:44:06,412 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.479
2023-07-26 14:44:06,426 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.506
2023-07-26 14:44:06,441 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.506
2023-07-26 14:44:06,455 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-26 14:44:06,468 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.506
2023-07-26 14:44:06,484 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.513
2023-07-26 14:44:06,499 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.518
2023-07-26 14:44:06,512 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.524
2023-07-26 14:44:06,525 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.525
2023-07-26 14:44:06,540 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.915, mIoU: 0.524
2023-07-26 14:44:06,556 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.523
2023-07-26 14:44:06,573 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.519
2023-07-26 14:44:06,588 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.519
2023-07-26 14:44:06,602 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.517
2023-07-26 14:44:06,618 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.519
2023-07-26 14:44:06,634 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.524
2023-07-26 14:44:06,647 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.522
2023-07-26 14:44:06,663 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.520
2023-07-26 14:44:06,680 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.519
2023-07-26 14:44:06,694 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-26 14:44:06,709 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.559
2023-07-26 14:44:06,723 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.564
2023-07-26 14:44:06,738 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.915, mIoU: 0.562
2023-07-26 14:44:06,752 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-26 14:44:06,770 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-26 14:44:06,784 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-26 14:44:06,799 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-26 14:44:06,815 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.570
2023-07-26 14:44:06,828 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.617
2023-07-26 14:44:06,844 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.618
2023-07-26 14:44:06,859 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.612
2023-07-26 14:44:06,875 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-26 14:44:06,888 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-26 14:44:06,903 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.626
2023-07-26 14:44:06,918 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.626
2023-07-26 14:44:06,933 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.630
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2023-07-26 14:44:06,964 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 14:44:06,973 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-26 14:44:07,065 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-26 14:44:07,142 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.607
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2023-07-26 14:44:09,833 semantic_segmentation INFO: Sample: 273, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 14:44:12,722 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 14:44:12,736 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 14:44:12,750 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 14:44:12,765 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 14:44:12,780 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 14:44:12,793 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 14:44:12,808 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 14:44:12,819 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 14:44:12,834 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 14:44:12,848 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 14:44:12,863 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 14:44:12,877 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 14:44:12,892 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 14:44:12,903 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 14:44:12,916 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 14:44:12,931 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 14:44:12,947 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 14:44:12,960 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:12,974 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:12,987 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:13,002 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 14:44:13,018 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 14:44:13,033 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 14:44:13,042 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 14:44:13,057 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 14:44:13,073 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 14:44:13,086 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 14:44:13,101 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,116 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,129 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,145 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:44:13,158 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 14:44:13,174 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 14:44:13,189 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 14:44:13,205 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 14:44:13,220 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:44:13,233 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:44:13,246 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:44:13,261 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 14:44:13,276 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 14:44:13,289 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 14:44:13,305 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 14:44:13,322 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,339 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 14:44:13,354 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:13,368 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:13,383 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 14:44:13,399 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 14:44:13,415 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 14:44:13,431 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 14:44:13,447 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,461 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,476 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 14:44:13,492 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 14:44:13,505 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 14:44:13,520 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 14:44:13,531 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:13,546 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:13,559 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:13,570 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:13,583 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:13,597 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:13,612 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:13,626 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 14:44:13,641 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 14:44:13,649 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:13,664 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 14:44:13,679 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,694 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,710 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,725 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,739 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,752 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,768 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:13,783 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:13,799 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:13,812 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:13,825 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,841 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,855 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,871 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,884 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:13,899 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:13,915 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:13,931 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:13,944 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:13,960 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,975 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:13,988 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,003 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,018 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,033 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,048 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,061 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,076 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:14,091 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:14,107 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:14,117 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,132 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:14,148 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 14:44:14,161 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,175 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,189 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,204 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,219 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,234 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,247 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,259 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,272 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,287 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,302 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,318 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,333 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,348 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,361 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,377 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 14:44:14,392 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,405 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,420 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,435 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,450 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 14:44:14,465 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,480 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,492 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,506 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,521 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,536 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,551 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 14:44:14,567 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 14:44:14,578 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 14:44:14,594 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 14:44:14,609 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,624 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 14:44:14,638 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,653 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,667 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,683 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,697 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,713 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,728 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,743 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,758 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,773 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,786 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 14:44:14,801 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,817 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,832 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,845 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,860 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,874 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,889 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,904 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:14,919 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,934 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 14:44:14,949 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:14,965 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:14,979 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:14,994 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,008 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,024 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,042 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,056 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 14:44:15,072 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:15,082 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:15,095 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,110 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,123 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,137 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,151 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,164 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:15,180 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:15,196 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:15,212 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:15,228 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,241 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,256 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,269 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,284 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,299 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,314 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,330 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,345 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:15,359 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,372 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,387 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:15,402 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:15,415 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 14:44:15,429 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,443 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,459 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 14:44:15,474 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 14:44:15,487 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,501 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,517 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,532 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,545 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:15,559 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,567 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,583 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,599 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:15,615 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:15,631 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:15,647 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:15,663 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,679 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,695 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:15,708 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:15,724 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:15,738 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:15,754 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:15,769 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:15,781 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:15,795 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:15,808 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:15,822 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:15,835 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:15,849 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:15,862 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:15,876 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,891 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,903 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,917 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,930 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,941 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,956 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:15,972 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 14:44:15,987 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 14:44:16,002 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:16,018 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,033 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,047 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,062 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,078 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,095 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,111 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,127 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 14:44:16,143 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 14:44:16,156 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:44:16,170 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:44:16,183 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:16,199 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 14:44:16,216 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,229 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,243 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,259 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:16,274 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:16,289 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:16,304 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,320 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,333 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,348 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,362 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,376 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,391 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,405 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,422 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,435 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,451 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,467 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,480 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,493 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,509 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,524 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,539 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,554 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,566 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,580 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:16,595 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,608 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:16,624 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 14:44:16,641 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,655 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:16,671 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,684 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,700 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,716 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,729 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,743 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:16,758 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,773 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,787 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,802 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:16,817 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:16,831 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:16,844 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:16,859 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,875 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:16,891 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:16,905 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:16,919 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:16,932 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:16,947 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:16,960 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:16,973 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:16,988 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,003 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:17,016 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:17,032 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:17,047 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,063 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:17,078 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,092 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:17,104 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,118 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,132 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,144 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,157 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,173 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,187 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,200 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,215 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,231 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,247 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,263 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,276 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,290 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,306 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,321 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,337 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,353 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:17,366 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:17,379 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,391 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,407 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,423 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,437 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,452 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,464 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,477 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,493 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,508 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:17,521 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:17,536 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:17,549 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:17,564 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,577 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,592 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:17,606 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,621 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,637 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,651 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:17,667 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,682 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,698 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,713 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,728 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,743 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,758 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,773 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,788 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,803 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:17,816 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,830 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:17,843 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:17,859 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:17,873 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,890 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,905 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,917 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,931 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,948 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,962 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:17,976 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:17,991 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,006 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,019 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,034 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,050 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,065 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:18,079 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,091 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,108 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:18,124 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,139 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,153 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,168 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,184 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,199 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,215 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,228 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,243 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,256 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,271 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 14:44:18,285 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:18,298 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,313 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,326 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,341 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,355 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,370 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,384 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,399 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,413 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,427 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,443 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,458 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,474 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,489 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,499 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,513 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,526 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,541 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,556 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,572 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,585 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,600 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,615 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,629 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,646 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,662 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,675 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,691 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,706 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:18,722 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,735 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,750 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:18,765 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,781 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,794 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,809 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,824 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,838 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,852 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,867 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,880 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,895 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,908 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,923 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,938 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:18,953 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,968 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,983 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:18,998 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,011 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,024 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,039 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,052 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,066 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,081 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:19,096 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,111 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,126 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:19,140 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,153 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,169 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,184 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,197 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,212 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:19,226 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:19,241 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,256 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,273 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 14:44:19,289 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,304 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,314 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:19,330 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:19,346 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 14:44:19,359 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,374 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,390 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,405 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,418 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,434 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,449 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,465 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,480 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 14:44:19,495 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 14:44:19,511 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,527 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,540 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,555 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,570 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,584 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 14:44:19,597 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,612 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,627 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,642 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,649 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,662 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,676 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 14:44:19,688 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,700 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,715 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,730 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,745 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 14:44:19,757 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:19,770 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:19,785 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:19,796 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 14:44:19,811 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,824 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,839 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,854 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,869 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,884 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,896 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,909 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,924 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,939 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,954 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,969 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,982 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:19,992 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,003 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,016 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,028 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,043 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,056 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,070 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,086 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,101 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,115 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:20,130 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,145 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,160 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,176 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,190 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,204 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,219 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,234 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,247 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,261 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,276 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,288 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,305 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,318 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,333 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,348 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 14:44:20,366 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,382 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,395 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,410 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,425 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,440 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 14:44:20,455 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 14:44:20,468 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 14:44:20,481 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 14:44:20,496 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 14:44:20,511 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 14:44:20,526 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 14:44:20,542 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 14:44:20,557 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 14:44:20,573 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 14:44:20,588 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,603 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,616 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,631 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,642 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,655 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,670 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 14:44:20,681 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,696 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,711 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 14:44:20,726 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,741 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,757 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,771 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 14:44:20,786 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:20,798 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,814 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,826 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,841 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,856 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,868 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,883 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,897 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,912 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,927 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:20,943 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,958 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,974 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:20,987 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,000 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,015 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,028 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,042 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,058 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:21,073 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,088 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,101 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,114 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:21,129 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 14:44:21,145 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,161 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,174 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 14:44:21,187 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-26 14:44:21,218 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,234 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 14:44:21,250 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-26 14:44:21,280 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,295 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,310 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 14:44:21,325 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 14:44:21,369 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 14:44:21,382 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 14:44:21,469 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 14:44:21,512 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 14:44:21,586 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 14:44:21,630 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 14:44:21,810 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 14:44:21,842 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 14:44:22,035 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 14:44:22,137 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 14:44:22,634 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 14:44:22,960 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 14:44:22,975 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 14:44:23,945 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:23,960 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:23,975 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:23,988 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,002 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,017 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,032 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,047 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,062 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:24,076 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,091 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,105 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,120 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,134 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,150 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,164 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,180 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,195 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,209 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,222 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,237 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,253 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,267 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,282 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,298 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,314 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,329 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,344 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,359 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,374 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,387 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,399 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,412 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,425 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,438 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,452 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,467 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,480 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,492 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,507 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,518 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,532 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:24,546 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,563 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,579 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,594 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,608 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,624 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:24,639 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,653 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,669 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,685 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,701 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,715 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,731 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 14:44:24,747 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:24,762 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:24,777 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:24,789 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:24,804 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 14:44:24,819 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:24,834 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:24,849 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:24,862 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:24,876 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,891 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,906 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,921 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,936 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,950 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,966 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,977 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:24,991 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:25,005 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:25,018 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 14:44:25,035 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 14:44:25,050 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,064 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,077 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,090 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,104 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,119 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,133 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,148 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,163 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,177 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,193 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,209 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,222 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,238 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,253 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,266 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,282 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,293 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,309 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,324 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,340 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 14:44:25,355 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,368 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,382 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,396 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 14:44:25,411 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,425 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,438 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,451 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,466 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,481 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,496 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,508 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,523 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,540 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,556 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,571 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,586 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,595 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,610 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,623 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,636 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,651 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,666 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 14:44:25,681 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,696 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,712 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,727 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,743 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,756 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,771 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,788 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,803 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,819 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,834 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,851 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,865 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,879 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,894 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,909 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,922 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,936 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:25,951 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:25,967 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:25,982 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 14:44:25,996 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,011 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,026 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,041 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,054 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,069 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,082 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,096 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 14:44:26,111 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,126 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,141 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,153 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,169 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,183 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,199 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,215 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,230 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,246 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 14:44:26,261 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,275 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,290 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,303 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,319 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,334 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,349 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,365 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,380 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,394 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,404 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,419 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,432 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,447 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,462 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,476 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,491 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,503 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,512 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,528 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,543 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,558 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,571 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,586 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,601 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,614 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,629 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,644 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,658 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,673 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 14:44:26,686 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,700 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,715 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,730 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,743 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,758 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,772 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:26,787 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,803 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,816 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,830 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,845 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 14:44:26,862 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 14:44:43,881 semantic_segmentation INFO: Iters: 106410/150000 || Lr: 0.006577 || Task Loss: 0.4404 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:26 || Estimated Time: 21:17:01
2023-07-26 14:45:01,019 semantic_segmentation INFO: Iters: 106420/150000 || Lr: 0.006575 || Task Loss: 0.3097 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:43 || Estimated Time: 21:16:43
2023-07-26 14:45:18,331 semantic_segmentation INFO: Iters: 106430/150000 || Lr: 0.006574 || Task Loss: 0.5095 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:00 || Estimated Time: 21:16:26
2023-07-26 14:45:35,772 semantic_segmentation INFO: Iters: 106440/150000 || Lr: 0.006573 || Task Loss: 0.5386 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:18 || Estimated Time: 21:16:08
2023-07-26 14:45:52,982 semantic_segmentation INFO: Iters: 106450/150000 || Lr: 0.006571 || Task Loss: 0.3906 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:35 || Estimated Time: 21:15:50
2023-07-26 14:46:10,243 semantic_segmentation INFO: Iters: 106460/150000 || Lr: 0.006570 || Task Loss: 0.3943 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:52 || Estimated Time: 21:15:33
2023-07-26 14:46:27,511 semantic_segmentation INFO: Iters: 106470/150000 || Lr: 0.006569 || Task Loss: 0.3884 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:09 || Estimated Time: 21:15:15
2023-07-26 14:46:44,770 semantic_segmentation INFO: Iters: 106480/150000 || Lr: 0.006567 || Task Loss: 0.2806 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:27 || Estimated Time: 21:14:57
2023-07-26 14:47:01,972 semantic_segmentation INFO: Iters: 106490/150000 || Lr: 0.006566 || Task Loss: 0.3622 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:44 || Estimated Time: 21:14:40
2023-07-26 14:47:19,239 semantic_segmentation INFO: Iters: 106500/150000 || Lr: 0.006564 || Task Loss: 0.4363 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:01 || Estimated Time: 21:14:22
2023-07-26 14:47:36,355 semantic_segmentation INFO: Iters: 106510/150000 || Lr: 0.006563 || Task Loss: 0.5050 || KD Loss: 0.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:18 || Estimated Time: 21:14:04
2023-07-26 14:47:53,605 semantic_segmentation INFO: Iters: 106520/150000 || Lr: 0.006562 || Task Loss: 0.4045 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:35 || Estimated Time: 21:13:46
2023-07-26 14:48:10,676 semantic_segmentation INFO: Iters: 106530/150000 || Lr: 0.006560 || Task Loss: 0.4111 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:52 || Estimated Time: 21:13:29
2023-07-26 14:48:27,872 semantic_segmentation INFO: Iters: 106540/150000 || Lr: 0.006559 || Task Loss: 0.3949 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:10 || Estimated Time: 21:13:11
2023-07-26 14:48:45,304 semantic_segmentation INFO: Iters: 106550/150000 || Lr: 0.006558 || Task Loss: 0.5229 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:27 || Estimated Time: 21:12:53
2023-07-26 14:49:02,416 semantic_segmentation INFO: Iters: 106560/150000 || Lr: 0.006556 || Task Loss: 0.4402 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:44 || Estimated Time: 21:12:35
2023-07-26 14:49:19,983 semantic_segmentation INFO: Iters: 106570/150000 || Lr: 0.006555 || Task Loss: 0.2797 || KD Loss: 0.2589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:02 || Estimated Time: 21:12:18
2023-07-26 14:49:37,022 semantic_segmentation INFO: Iters: 106580/150000 || Lr: 0.006554 || Task Loss: 0.4202 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:19 || Estimated Time: 21:12:00
2023-07-26 14:49:54,650 semantic_segmentation INFO: Iters: 106590/150000 || Lr: 0.006552 || Task Loss: 0.4630 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:36 || Estimated Time: 21:11:43
2023-07-26 14:50:11,955 semantic_segmentation INFO: Iters: 106600/150000 || Lr: 0.006551 || Task Loss: 0.4762 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:54 || Estimated Time: 21:11:25
2023-07-26 14:50:29,116 semantic_segmentation INFO: Iters: 106610/150000 || Lr: 0.006549 || Task Loss: 0.5805 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:03:11 || Estimated Time: 21:11:07
2023-07-26 14:50:46,243 semantic_segmentation INFO: Iters: 106620/150000 || Lr: 0.006548 || Task Loss: 0.3684 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:03:28 || Estimated Time: 21:10:49
2023-07-26 14:51:03,652 semantic_segmentation INFO: Iters: 106630/150000 || Lr: 0.006547 || Task Loss: 0.4264 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:03:45 || Estimated Time: 21:10:32
2023-07-26 14:51:20,952 semantic_segmentation INFO: Iters: 106640/150000 || Lr: 0.006545 || Task Loss: 0.3616 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:03 || Estimated Time: 21:10:14
2023-07-26 14:51:38,472 semantic_segmentation INFO: Iters: 106650/150000 || Lr: 0.006544 || Task Loss: 0.5085 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:20 || Estimated Time: 21:09:56
2023-07-26 14:51:55,957 semantic_segmentation INFO: Iters: 106660/150000 || Lr: 0.006543 || Task Loss: 0.5199 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:38 || Estimated Time: 21:09:39
2023-07-26 14:52:13,143 semantic_segmentation INFO: Iters: 106670/150000 || Lr: 0.006541 || Task Loss: 0.5359 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:55 || Estimated Time: 21:09:21
2023-07-26 14:52:30,313 semantic_segmentation INFO: Iters: 106680/150000 || Lr: 0.006540 || Task Loss: 0.5901 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:12 || Estimated Time: 21:09:03
2023-07-26 14:52:47,474 semantic_segmentation INFO: Iters: 106690/150000 || Lr: 0.006539 || Task Loss: 0.6329 || KD Loss: 0.1663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:29 || Estimated Time: 21:08:46
2023-07-26 14:53:04,591 semantic_segmentation INFO: Iters: 106700/150000 || Lr: 0.006537 || Task Loss: 0.4326 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:46 || Estimated Time: 21:08:28
2023-07-26 14:53:22,104 semantic_segmentation INFO: Iters: 106710/150000 || Lr: 0.006536 || Task Loss: 0.4493 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:04 || Estimated Time: 21:08:10
2023-07-26 14:53:39,294 semantic_segmentation INFO: Iters: 106720/150000 || Lr: 0.006535 || Task Loss: 0.3694 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:21 || Estimated Time: 21:07:52
2023-07-26 14:53:56,581 semantic_segmentation INFO: Iters: 106730/150000 || Lr: 0.006533 || Task Loss: 0.3628 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:38 || Estimated Time: 21:07:35
2023-07-26 14:54:13,720 semantic_segmentation INFO: Iters: 106740/150000 || Lr: 0.006532 || Task Loss: 0.4570 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:56 || Estimated Time: 21:07:17
2023-07-26 14:54:30,935 semantic_segmentation INFO: Iters: 106750/150000 || Lr: 0.006530 || Task Loss: 0.4064 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:13 || Estimated Time: 21:06:59
2023-07-26 14:54:48,068 semantic_segmentation INFO: Iters: 106760/150000 || Lr: 0.006529 || Task Loss: 0.5513 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:30 || Estimated Time: 21:06:42
2023-07-26 14:55:05,389 semantic_segmentation INFO: Iters: 106770/150000 || Lr: 0.006528 || Task Loss: 0.6849 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:47 || Estimated Time: 21:06:24
2023-07-26 14:55:22,604 semantic_segmentation INFO: Iters: 106780/150000 || Lr: 0.006526 || Task Loss: 0.3852 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:04 || Estimated Time: 21:06:06
2023-07-26 14:55:39,822 semantic_segmentation INFO: Iters: 106790/150000 || Lr: 0.006525 || Task Loss: 0.4564 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:22 || Estimated Time: 21:05:48
2023-07-26 14:55:57,126 semantic_segmentation INFO: Iters: 106800/150000 || Lr: 0.006524 || Task Loss: 0.3818 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:39 || Estimated Time: 21:05:31
2023-07-26 14:56:14,348 semantic_segmentation INFO: Iters: 106810/150000 || Lr: 0.006522 || Task Loss: 0.3595 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:56 || Estimated Time: 21:05:13
2023-07-26 14:56:31,833 semantic_segmentation INFO: Iters: 106820/150000 || Lr: 0.006521 || Task Loss: 0.4061 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:14 || Estimated Time: 21:04:55
2023-07-26 14:56:49,118 semantic_segmentation INFO: Iters: 106830/150000 || Lr: 0.006520 || Task Loss: 0.5451 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:31 || Estimated Time: 21:04:38
2023-07-26 14:57:06,359 semantic_segmentation INFO: Iters: 106840/150000 || Lr: 0.006518 || Task Loss: 0.5175 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:48 || Estimated Time: 21:04:20
2023-07-26 14:57:23,566 semantic_segmentation INFO: Iters: 106850/150000 || Lr: 0.006517 || Task Loss: 0.5604 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:05 || Estimated Time: 21:04:02
2023-07-26 14:57:40,940 semantic_segmentation INFO: Iters: 106860/150000 || Lr: 0.006516 || Task Loss: 0.4165 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:23 || Estimated Time: 21:03:45
2023-07-26 14:57:58,150 semantic_segmentation INFO: Iters: 106870/150000 || Lr: 0.006514 || Task Loss: 0.4692 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:40 || Estimated Time: 21:03:27
2023-07-26 14:58:15,352 semantic_segmentation INFO: Iters: 106880/150000 || Lr: 0.006513 || Task Loss: 0.5330 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:57 || Estimated Time: 21:03:09
2023-07-26 14:58:32,578 semantic_segmentation INFO: Iters: 106890/150000 || Lr: 0.006511 || Task Loss: 0.5726 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:14 || Estimated Time: 21:02:51
2023-07-26 14:58:50,055 semantic_segmentation INFO: Iters: 106900/150000 || Lr: 0.006510 || Task Loss: 0.3664 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:32 || Estimated Time: 21:02:34
2023-07-26 14:59:07,277 semantic_segmentation INFO: Iters: 106910/150000 || Lr: 0.006509 || Task Loss: 0.4490 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:49 || Estimated Time: 21:02:16
2023-07-26 14:59:24,529 semantic_segmentation INFO: Iters: 106920/150000 || Lr: 0.006507 || Task Loss: 0.2103 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:06 || Estimated Time: 21:01:58
2023-07-26 14:59:42,124 semantic_segmentation INFO: Iters: 106930/150000 || Lr: 0.006506 || Task Loss: 0.2854 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:24 || Estimated Time: 21:01:41
2023-07-26 14:59:59,175 semantic_segmentation INFO: Iters: 106940/150000 || Lr: 0.006505 || Task Loss: 0.3637 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:41 || Estimated Time: 21:01:23
2023-07-26 15:00:16,287 semantic_segmentation INFO: Iters: 106950/150000 || Lr: 0.006503 || Task Loss: 0.2725 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:58 || Estimated Time: 21:01:05
2023-07-26 15:00:33,487 semantic_segmentation INFO: Iters: 106960/150000 || Lr: 0.006502 || Task Loss: 0.4526 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:15 || Estimated Time: 21:00:48
2023-07-26 15:00:51,053 semantic_segmentation INFO: Iters: 106970/150000 || Lr: 0.006501 || Task Loss: 0.4897 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:33 || Estimated Time: 21:00:30
2023-07-26 15:01:08,043 semantic_segmentation INFO: Iters: 106980/150000 || Lr: 0.006499 || Task Loss: 0.3554 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:50 || Estimated Time: 21:00:12
2023-07-26 15:01:25,281 semantic_segmentation INFO: Iters: 106990/150000 || Lr: 0.006498 || Task Loss: 0.3997 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:07 || Estimated Time: 20:59:54
2023-07-26 15:01:42,429 semantic_segmentation INFO: Iters: 107000/150000 || Lr: 0.006496 || Task Loss: 0.4228 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:24 || Estimated Time: 20:59:37
2023-07-26 15:01:59,736 semantic_segmentation INFO: Iters: 107010/150000 || Lr: 0.006495 || Task Loss: 0.3156 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:42 || Estimated Time: 20:59:19
2023-07-26 15:02:16,653 semantic_segmentation INFO: Iters: 107020/150000 || Lr: 0.006494 || Task Loss: 0.4633 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:58 || Estimated Time: 20:59:01
2023-07-26 15:02:33,911 semantic_segmentation INFO: Iters: 107030/150000 || Lr: 0.006492 || Task Loss: 0.4668 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:16 || Estimated Time: 20:58:43
2023-07-26 15:02:51,250 semantic_segmentation INFO: Iters: 107040/150000 || Lr: 0.006491 || Task Loss: 0.5180 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:33 || Estimated Time: 20:58:26
2023-07-26 15:03:08,441 semantic_segmentation INFO: Iters: 107050/150000 || Lr: 0.006490 || Task Loss: 0.4854 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:50 || Estimated Time: 20:58:08
2023-07-26 15:03:25,524 semantic_segmentation INFO: Iters: 107060/150000 || Lr: 0.006488 || Task Loss: 0.3440 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:07 || Estimated Time: 20:57:50
2023-07-26 15:03:42,668 semantic_segmentation INFO: Iters: 107070/150000 || Lr: 0.006487 || Task Loss: 0.4771 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:24 || Estimated Time: 20:57:33
2023-07-26 15:03:59,825 semantic_segmentation INFO: Iters: 107080/150000 || Lr: 0.006486 || Task Loss: 0.4049 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:42 || Estimated Time: 20:57:15
2023-07-26 15:04:17,380 semantic_segmentation INFO: Iters: 107090/150000 || Lr: 0.006484 || Task Loss: 0.4178 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:59 || Estimated Time: 20:56:57
2023-07-26 15:04:34,639 semantic_segmentation INFO: Iters: 107100/150000 || Lr: 0.006483 || Task Loss: 0.3979 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:16 || Estimated Time: 20:56:40
2023-07-26 15:04:51,766 semantic_segmentation INFO: Iters: 107110/150000 || Lr: 0.006482 || Task Loss: 0.6542 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:34 || Estimated Time: 20:56:22
2023-07-26 15:05:08,870 semantic_segmentation INFO: Iters: 107120/150000 || Lr: 0.006480 || Task Loss: 0.3641 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:51 || Estimated Time: 20:56:04
2023-07-26 15:05:26,069 semantic_segmentation INFO: Iters: 107130/150000 || Lr: 0.006479 || Task Loss: 0.3358 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:08 || Estimated Time: 20:55:46
2023-07-26 15:05:43,485 semantic_segmentation INFO: Iters: 107140/150000 || Lr: 0.006477 || Task Loss: 0.3581 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:25 || Estimated Time: 20:55:29
2023-07-26 15:06:00,676 semantic_segmentation INFO: Iters: 107150/150000 || Lr: 0.006476 || Task Loss: 0.4416 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:42 || Estimated Time: 20:55:11
2023-07-26 15:06:18,098 semantic_segmentation INFO: Iters: 107160/150000 || Lr: 0.006475 || Task Loss: 0.4744 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:00 || Estimated Time: 20:54:53
2023-07-26 15:06:35,187 semantic_segmentation INFO: Iters: 107170/150000 || Lr: 0.006473 || Task Loss: 0.3118 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:17 || Estimated Time: 20:54:35
2023-07-26 15:06:52,292 semantic_segmentation INFO: Iters: 107180/150000 || Lr: 0.006472 || Task Loss: 0.5206 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:34 || Estimated Time: 20:54:18
2023-07-26 15:07:09,558 semantic_segmentation INFO: Iters: 107190/150000 || Lr: 0.006471 || Task Loss: 0.4666 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:51 || Estimated Time: 20:54:00
2023-07-26 15:07:26,704 semantic_segmentation INFO: Iters: 107200/150000 || Lr: 0.006469 || Task Loss: 0.5111 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:20:08 || Estimated Time: 20:53:42
2023-07-26 15:07:26,828 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 15:07:27,211 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.088
2023-07-26 15:07:27,239 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.131
2023-07-26 15:07:27,251 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.139
2023-07-26 15:07:27,265 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.140
2023-07-26 15:07:27,277 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.209
2023-07-26 15:07:27,289 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.898, mIoU: 0.210
2023-07-26 15:07:27,303 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.900, mIoU: 0.243
2023-07-26 15:07:27,317 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.911, mIoU: 0.248
2023-07-26 15:07:27,329 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.917, mIoU: 0.288
2023-07-26 15:07:27,342 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.922, mIoU: 0.332
2023-07-26 15:07:27,356 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.905, mIoU: 0.334
2023-07-26 15:07:27,370 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.913, mIoU: 0.378
2023-07-26 15:07:27,383 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.880, mIoU: 0.340
2023-07-26 15:07:27,397 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.882, mIoU: 0.333
2023-07-26 15:07:27,411 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.879, mIoU: 0.319
2023-07-26 15:07:27,424 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.314
2023-07-26 15:07:27,434 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.876, mIoU: 0.305
2023-07-26 15:07:27,447 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.877, mIoU: 0.304
2023-07-26 15:07:27,461 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.880, mIoU: 0.308
2023-07-26 15:07:27,477 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.882, mIoU: 0.352
2023-07-26 15:07:27,491 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.887, mIoU: 0.368
2023-07-26 15:07:27,506 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.888, mIoU: 0.378
2023-07-26 15:07:27,520 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.885, mIoU: 0.401
2023-07-26 15:07:27,536 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.889, mIoU: 0.401
2023-07-26 15:07:27,551 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.891, mIoU: 0.401
2023-07-26 15:07:27,565 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.890, mIoU: 0.408
2023-07-26 15:07:27,579 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.892, mIoU: 0.408
2023-07-26 15:07:27,590 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.408
2023-07-26 15:07:27,606 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.890, mIoU: 0.397
2023-07-26 15:07:27,620 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.894, mIoU: 0.398
2023-07-26 15:07:27,634 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.405
2023-07-26 15:07:27,649 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.900, mIoU: 0.406
2023-07-26 15:07:27,664 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.415
2023-07-26 15:07:27,678 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.904, mIoU: 0.415
2023-07-26 15:07:27,693 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.905, mIoU: 0.429
2023-07-26 15:07:27,708 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.906, mIoU: 0.429
2023-07-26 15:07:27,721 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.908, mIoU: 0.429
2023-07-26 15:07:27,733 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.472
2023-07-26 15:07:27,750 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.469
2023-07-26 15:07:27,762 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.465
2023-07-26 15:07:27,776 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.909, mIoU: 0.492
2023-07-26 15:07:27,790 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.492
2023-07-26 15:07:27,805 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.490
2023-07-26 15:07:27,818 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.911, mIoU: 0.490
2023-07-26 15:07:27,833 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.496
2023-07-26 15:07:27,849 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-26 15:07:27,862 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.508
2023-07-26 15:07:27,874 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.509
2023-07-26 15:07:27,888 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.509
2023-07-26 15:07:27,904 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.509
2023-07-26 15:07:27,920 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.507
2023-07-26 15:07:27,935 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.506
2023-07-26 15:07:27,948 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.505
2023-07-26 15:07:27,963 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.503
2023-07-26 15:07:27,978 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.509
2023-07-26 15:07:27,991 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.506
2023-07-26 15:07:28,006 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.506
2023-07-26 15:07:28,023 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.505
2023-07-26 15:07:28,036 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.507
2023-07-26 15:07:28,051 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.544
2023-07-26 15:07:28,065 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-26 15:07:28,080 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.546
2023-07-26 15:07:28,093 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.545
2023-07-26 15:07:28,110 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.550
2023-07-26 15:07:28,124 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.551
2023-07-26 15:07:28,139 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.550
2023-07-26 15:07:28,154 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-26 15:07:28,168 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.597
2023-07-26 15:07:28,183 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.598
2023-07-26 15:07:28,198 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.594
2023-07-26 15:07:28,214 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.618
2023-07-26 15:07:28,227 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.618
2023-07-26 15:07:28,243 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.609
2023-07-26 15:07:28,259 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-26 15:07:28,274 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.611
2023-07-26 15:07:28,290 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-26 15:07:28,305 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.598
2023-07-26 15:07:28,315 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.907, mIoU: 0.587
2023-07-26 15:07:28,331 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.908, mIoU: 0.591
2023-07-26 15:07:28,348 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.908, mIoU: 0.590
2023-07-26 15:07:28,362 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-26 15:07:28,377 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-26 15:07:28,393 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-26 15:07:28,408 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-26 15:07:28,424 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.902, mIoU: 0.575
2023-07-26 15:07:28,440 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.578
2023-07-26 15:07:28,455 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.575
2023-07-26 15:07:28,471 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.905, mIoU: 0.579
2023-07-26 15:07:28,486 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 15:07:28,500 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 15:07:28,515 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:07:28,531 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.903, mIoU: 0.578
2023-07-26 15:07:28,546 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 15:07:28,562 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 15:07:28,577 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 15:07:28,592 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-26 15:07:28,619 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-26 15:07:28,733 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.591
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2023-07-26 15:07:28,921 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.907, mIoU: 0.592
2023-07-26 15:07:28,937 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.906, mIoU: 0.589
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2023-07-26 15:07:28,980 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.588
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2023-07-26 15:07:29,012 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.909, mIoU: 0.587
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2023-07-26 15:07:29,340 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-26 15:07:29,351 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 15:07:29,366 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 15:07:29,382 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 15:07:29,396 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.910, mIoU: 0.617
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2023-07-26 15:07:29,530 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.912, mIoU: 0.618
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2023-07-26 15:07:29,574 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-26 15:07:29,600 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.911, mIoU: 0.613
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2023-07-26 15:07:29,642 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.909, mIoU: 0.597
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2023-07-26 15:07:32,559 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-26 15:07:33,297 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 15:07:33,312 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 15:07:33,325 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 15:07:33,341 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 15:07:33,357 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 15:07:33,372 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 15:07:33,385 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-26 15:07:33,401 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 15:07:33,414 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 15:07:33,431 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-26 15:07:33,445 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 15:07:33,460 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 15:07:33,476 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-26 15:07:33,490 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 15:07:33,505 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,520 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,533 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 15:07:33,548 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 15:07:33,564 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,578 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 15:07:33,593 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 15:07:33,608 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 15:07:33,623 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:33,638 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:33,653 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:33,668 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,682 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,697 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,710 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,723 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,740 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:33,756 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 15:07:33,772 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:33,787 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 15:07:33,801 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 15:07:33,816 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 15:07:33,830 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 15:07:33,841 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 15:07:33,855 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,870 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,886 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 15:07:33,901 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 15:07:33,917 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.904, mIoU: 0.590
2023-07-26 15:07:33,932 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 15:07:33,947 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 15:07:33,956 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 15:07:33,966 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 15:07:33,979 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:33,992 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:34,008 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 15:07:34,020 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 15:07:34,035 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 15:07:34,051 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 15:07:34,066 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 15:07:34,081 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 15:07:34,095 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 15:07:34,108 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 15:07:34,123 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 15:07:34,138 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-26 15:07:34,152 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 15:07:34,167 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 15:07:34,179 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 15:07:34,194 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 15:07:34,209 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-26 15:07:34,224 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 15:07:34,239 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-26 15:07:34,255 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 15:07:34,265 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 15:07:34,278 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 15:07:34,293 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 15:07:34,308 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 15:07:34,321 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:07:34,335 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:07:34,348 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:07:34,363 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:07:34,379 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:07:34,393 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 15:07:34,402 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.907, mIoU: 0.605
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2023-07-26 15:07:34,433 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.907, mIoU: 0.606
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2023-07-26 15:07:34,475 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 15:07:34,533 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:07:34,549 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:07:34,565 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:07:34,581 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 15:07:34,596 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 15:07:34,609 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 15:07:34,625 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 15:07:34,640 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 15:07:34,655 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,669 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,686 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:07:34,702 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 15:07:34,718 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 15:07:34,731 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 15:07:34,745 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 15:07:34,760 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:07:34,775 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:07:34,790 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,805 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,818 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,833 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,848 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 15:07:34,861 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 15:07:34,875 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 15:07:34,887 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 15:07:34,902 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 15:07:34,914 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 15:07:34,926 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 15:07:34,938 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 15:07:34,953 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 15:07:34,968 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:34,983 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:34,999 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,007 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,022 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 15:07:35,038 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,054 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,069 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,084 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,097 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,111 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,126 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 15:07:35,141 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 15:07:35,157 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,170 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,183 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 15:07:35,199 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 15:07:35,213 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,228 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,242 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,256 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,272 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,288 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,301 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,316 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,332 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,345 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,360 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,376 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,391 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 15:07:35,406 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,420 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,436 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,451 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,468 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,478 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,494 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 15:07:35,510 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:35,522 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 15:07:35,537 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,551 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 15:07:35,566 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 15:07:35,581 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.908, mIoU: 0.614
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2023-07-26 15:07:35,635 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 15:07:35,723 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-26 15:07:35,782 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 15:07:35,873 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 15:07:35,920 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 15:07:36,007 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-26 15:07:36,080 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,095 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.617
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2023-07-26 15:07:36,124 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 15:07:36,138 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-26 15:07:36,181 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,196 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,209 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,225 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,238 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,253 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,268 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,284 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,299 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,314 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 15:07:36,329 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,343 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 15:07:36,357 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,372 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,387 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,406 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,422 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,438 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,449 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 15:07:36,463 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 15:07:36,478 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 15:07:36,492 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 15:07:36,507 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 15:07:36,521 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 15:07:36,534 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 15:07:36,550 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 15:07:36,566 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 15:07:36,582 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 15:07:36,598 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,612 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,626 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,640 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,654 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 15:07:36,670 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 15:07:36,686 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,701 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:36,716 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,731 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:07:36,744 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 15:07:36,759 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:36,775 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:36,788 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:36,801 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 15:07:36,815 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:36,831 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 15:07:36,847 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:36,860 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:36,875 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:36,890 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:36,905 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:36,918 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:36,931 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:36,939 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:36,954 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:36,970 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:36,985 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:37,000 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:37,016 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,032 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,048 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,063 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,076 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,092 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,107 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,122 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 15:07:37,138 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 15:07:37,151 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 15:07:37,164 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 15:07:37,178 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 15:07:37,192 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:37,206 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:37,219 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:37,233 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:37,247 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:37,263 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:37,275 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:37,289 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:37,303 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:37,314 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:37,329 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,344 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:37,359 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,374 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,389 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,404 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,418 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,434 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,449 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,467 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,483 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,499 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:37,515 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:37,528 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:37,541 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,554 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:37,570 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,586 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,600 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,613 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:37,628 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:37,643 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:37,658 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:37,673 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,688 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,702 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,717 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,730 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,744 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,759 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,773 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,789 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,803 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,819 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,835 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,849 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,862 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,879 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,895 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,910 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,926 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:37,938 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,952 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,966 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,979 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:37,995 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,012 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:38,026 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,041 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,054 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,070 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,085 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:38,098 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:38,111 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,126 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,141 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,155 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,170 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,185 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,199 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,212 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,227 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:38,243 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,260 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,273 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,288 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,301 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,317 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,330 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,343 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,358 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,373 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,386 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,402 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,418 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,433 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,450 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,463 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,476 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,491 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,505 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,518 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,531 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,547 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,560 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:38,574 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:38,588 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:38,604 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:38,619 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,635 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,649 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,662 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,678 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,693 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,709 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,724 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,737 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:38,750 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:38,762 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,777 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,793 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,807 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,822 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:38,833 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,846 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,862 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,878 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,891 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,907 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,921 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:38,937 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,950 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,965 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:38,978 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:38,994 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,009 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,022 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,038 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,054 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,069 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,084 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,099 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,115 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,130 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,144 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,159 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,174 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,187 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,200 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,213 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,230 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,244 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,261 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,277 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,289 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,304 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,320 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,336 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,350 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,366 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,381 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,394 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,409 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,425 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,440 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:39,453 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,465 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,482 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,497 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,512 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,525 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,540 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,554 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,570 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,584 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,597 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,612 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,625 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:39,640 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:39,655 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 15:07:39,668 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,685 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,698 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:39,714 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,729 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,745 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:39,760 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,775 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,790 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,805 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,822 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,837 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,853 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,869 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,879 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,894 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,907 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,922 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,938 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,954 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,967 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:39,982 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:39,997 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,011 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,027 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,043 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,056 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,071 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,087 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:40,103 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,116 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:40,132 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:40,147 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,163 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,176 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,192 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,207 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,220 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:40,235 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:40,250 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:40,263 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,278 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,290 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,304 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,319 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:40,334 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:40,348 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:40,364 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,378 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,391 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,404 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,418 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,431 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,443 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,458 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,472 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,488 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,503 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:40,517 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,530 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,546 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,562 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,575 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,590 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,603 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,619 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,633 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,650 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,665 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,680 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:40,689 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,705 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,721 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,734 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,749 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,764 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,780 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,793 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,808 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,823 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:40,838 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 15:07:40,853 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,868 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,885 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,900 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,914 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,929 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 15:07:40,944 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:07:40,958 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:07:40,972 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:07:40,987 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,002 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,017 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,024 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,037 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,050 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,062 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:07:41,074 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 15:07:41,089 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 15:07:41,104 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 15:07:41,120 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:41,132 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:41,145 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:41,160 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 15:07:41,171 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:41,187 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 15:07:41,201 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,216 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,232 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,247 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,262 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,274 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,287 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,303 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,318 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,332 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,347 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,360 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,370 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,381 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,393 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,405 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,419 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,432 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,446 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:41,461 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,476 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,489 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:41,504 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:41,520 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:41,536 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:41,552 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:41,567 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:41,582 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:41,598 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,614 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:41,627 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,640 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,656 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,669 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,686 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,700 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,715 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,730 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,747 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,763 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,776 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,791 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,806 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 15:07:41,821 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 15:07:41,836 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 15:07:41,848 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 15:07:41,861 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 15:07:41,876 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 15:07:41,891 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 15:07:41,905 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 15:07:41,920 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 15:07:41,935 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 15:07:41,951 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 15:07:41,966 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,980 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:41,993 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:42,008 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:42,019 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:42,032 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 15:07:42,047 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 15:07:42,059 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,074 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 15:07:42,088 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,103 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,119 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,135 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,150 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,165 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,178 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,194 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,207 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,222 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,238 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,251 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,266 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,279 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,295 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,310 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,325 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,340 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,355 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,368 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,380 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,396 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,408 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,422 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,437 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,452 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,466 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,479 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,492 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,507 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,522 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,537 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,551 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,564 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,579 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,594 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,609 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,623 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,638 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,653 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,667 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,681 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,696 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,711 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,725 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,740 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:42,753 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,768 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,783 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 15:07:42,798 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,811 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 15:07:42,826 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,841 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,857 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,870 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,885 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,900 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,914 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,930 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,945 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:42,960 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:42,974 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:42,989 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:43,006 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:43,019 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 15:07:43,048 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:43,057 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:43,072 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:43,088 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:07:43,101 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:43,117 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,133 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,146 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:43,159 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 15:07:43,174 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:43,188 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,203 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,220 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,234 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,251 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:43,265 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:43,278 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:07:43,293 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,307 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,322 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,334 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,347 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,362 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,378 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,393 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,408 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,421 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,437 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,451 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,465 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,480 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,496 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:43,512 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,527 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,541 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,556 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,570 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,585 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,600 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,614 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,629 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,642 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,656 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 15:07:43,683 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,697 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,712 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,727 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,738 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,750 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,766 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 15:07:43,870 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,886 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,899 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,914 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:43,927 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:43,941 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 15:07:44,001 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:07:44,014 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:44,029 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:44,044 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:07:44,057 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:44,072 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:07:44,087 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 15:07:44,200 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 15:07:44,349 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.628
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2023-07-26 15:07:44,624 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,639 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,652 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,668 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,684 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,700 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,711 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,727 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,742 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,752 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,767 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,783 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,798 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,811 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:07:44,823 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,838 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:07:44,852 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,868 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,881 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,896 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,909 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,922 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,937 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,952 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,967 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:07:44,981 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:44,998 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:45,012 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:45,028 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:45,043 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 15:07:45,058 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:45,073 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:45,087 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,100 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:45,117 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:45,132 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:45,148 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:45,162 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,175 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:45,190 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,205 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,218 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,232 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,247 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,262 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,277 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,291 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,306 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,322 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,335 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,349 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,364 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,377 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,392 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,407 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,423 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,438 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,453 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:07:45,469 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,484 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,498 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,514 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,529 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,545 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,560 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,577 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,592 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,606 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,619 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,634 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,650 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,663 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,678 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,694 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,709 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,724 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:45,739 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,754 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,769 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,782 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,795 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,808 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,822 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,835 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,851 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,866 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,879 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,893 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,908 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,920 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,934 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,950 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,966 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,982 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:45,997 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,010 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,025 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,040 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,053 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,068 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,084 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,099 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,112 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,127 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,142 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,156 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,171 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,183 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,198 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,213 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,228 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,243 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,256 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,271 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,287 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,302 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,317 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,333 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,348 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,364 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,374 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,389 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,402 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,415 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,432 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,447 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,461 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,474 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,487 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,501 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,516 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,530 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,545 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,559 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,572 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,587 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,602 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,615 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,631 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,646 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,660 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,675 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,687 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,703 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,719 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 15:07:46,734 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,749 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,763 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,776 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,791 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 15:07:46,806 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,821 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,834 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,847 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,861 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,876 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,891 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,904 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:46,919 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:46,936 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,951 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,966 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,981 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:46,988 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,003 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,016 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,029 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,044 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,060 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,076 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,092 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,108 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,124 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,140 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,154 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,169 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,187 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,202 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,219 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,234 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,250 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,263 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,278 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,292 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,307 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,320 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 15:07:47,333 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,348 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,362 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,377 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 15:07:47,391 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,406 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,421 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,435 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,448 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:47,464 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,477 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,493 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,509 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,524 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,539 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,553 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,568 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,584 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:47,600 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,615 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,630 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,645 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:47,661 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:47,674 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,689 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 15:07:47,702 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 15:07:47,718 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,733 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,748 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,763 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,778 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,793 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,802 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,817 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 15:07:47,831 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,845 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,860 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,875 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,890 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,902 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,911 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,928 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,943 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:47,958 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,971 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:47,986 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,001 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,015 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,030 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,045 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,059 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,074 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,087 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:48,102 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,117 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,132 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:48,145 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:48,159 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:48,174 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,189 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 15:07:48,204 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,217 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,231 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 15:07:48,245 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 15:07:48,262 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 15:08:05,249 semantic_segmentation INFO: Iters: 107210/150000 || Lr: 0.006468 || Task Loss: 0.3050 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:20:47 || Estimated Time: 20:53:33
2023-07-26 15:08:22,432 semantic_segmentation INFO: Iters: 107220/150000 || Lr: 0.006467 || Task Loss: 0.4511 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:04 || Estimated Time: 20:53:15
2023-07-26 15:08:39,587 semantic_segmentation INFO: Iters: 107230/150000 || Lr: 0.006465 || Task Loss: 0.2734 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:21 || Estimated Time: 20:52:58
2023-07-26 15:08:57,021 semantic_segmentation INFO: Iters: 107240/150000 || Lr: 0.006464 || Task Loss: 0.3882 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:39 || Estimated Time: 20:52:40
2023-07-26 15:09:14,220 semantic_segmentation INFO: Iters: 107250/150000 || Lr: 0.006462 || Task Loss: 0.2267 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:56 || Estimated Time: 20:52:22
2023-07-26 15:09:31,477 semantic_segmentation INFO: Iters: 107260/150000 || Lr: 0.006461 || Task Loss: 0.3489 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:13 || Estimated Time: 20:52:05
2023-07-26 15:09:48,717 semantic_segmentation INFO: Iters: 107270/150000 || Lr: 0.006460 || Task Loss: 0.2744 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:30 || Estimated Time: 20:51:47
2023-07-26 15:10:05,928 semantic_segmentation INFO: Iters: 107280/150000 || Lr: 0.006458 || Task Loss: 0.3991 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:48 || Estimated Time: 20:51:29
2023-07-26 15:10:23,307 semantic_segmentation INFO: Iters: 107290/150000 || Lr: 0.006457 || Task Loss: 0.2916 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:05 || Estimated Time: 20:51:11
2023-07-26 15:10:40,551 semantic_segmentation INFO: Iters: 107300/150000 || Lr: 0.006456 || Task Loss: 0.3803 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:22 || Estimated Time: 20:50:54
2023-07-26 15:10:57,747 semantic_segmentation INFO: Iters: 107310/150000 || Lr: 0.006454 || Task Loss: 0.3891 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:40 || Estimated Time: 20:50:36
2023-07-26 15:11:15,006 semantic_segmentation INFO: Iters: 107320/150000 || Lr: 0.006453 || Task Loss: 0.4347 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:57 || Estimated Time: 20:50:18
2023-07-26 15:11:32,220 semantic_segmentation INFO: Iters: 107330/150000 || Lr: 0.006452 || Task Loss: 0.5269 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:14 || Estimated Time: 20:50:01
2023-07-26 15:11:49,426 semantic_segmentation INFO: Iters: 107340/150000 || Lr: 0.006450 || Task Loss: 0.2949 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:31 || Estimated Time: 20:49:43
2023-07-26 15:12:06,619 semantic_segmentation INFO: Iters: 107350/150000 || Lr: 0.006449 || Task Loss: 0.2676 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:48 || Estimated Time: 20:49:25
2023-07-26 15:12:24,216 semantic_segmentation INFO: Iters: 107360/150000 || Lr: 0.006448 || Task Loss: 0.4215 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:06 || Estimated Time: 20:49:08
2023-07-26 15:12:41,319 semantic_segmentation INFO: Iters: 107370/150000 || Lr: 0.006446 || Task Loss: 0.6149 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:23 || Estimated Time: 20:48:50
2023-07-26 15:12:58,522 semantic_segmentation INFO: Iters: 107380/150000 || Lr: 0.006445 || Task Loss: 0.4417 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:40 || Estimated Time: 20:48:32
2023-07-26 15:13:15,731 semantic_segmentation INFO: Iters: 107390/150000 || Lr: 0.006443 || Task Loss: 0.5409 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:58 || Estimated Time: 20:48:14
2023-07-26 15:13:33,074 semantic_segmentation INFO: Iters: 107400/150000 || Lr: 0.006442 || Task Loss: 0.4039 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:15 || Estimated Time: 20:47:57
2023-07-26 15:13:50,466 semantic_segmentation INFO: Iters: 107410/150000 || Lr: 0.006441 || Task Loss: 0.5673 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:32 || Estimated Time: 20:47:39
2023-07-26 15:14:07,683 semantic_segmentation INFO: Iters: 107420/150000 || Lr: 0.006439 || Task Loss: 0.4561 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:49 || Estimated Time: 20:47:21
2023-07-26 15:14:24,880 semantic_segmentation INFO: Iters: 107430/150000 || Lr: 0.006438 || Task Loss: 0.4546 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:27:07 || Estimated Time: 20:47:04
2023-07-26 15:14:42,150 semantic_segmentation INFO: Iters: 107440/150000 || Lr: 0.006437 || Task Loss: 0.2997 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:27:24 || Estimated Time: 20:46:46
2023-07-26 15:14:59,357 semantic_segmentation INFO: Iters: 107450/150000 || Lr: 0.006435 || Task Loss: 0.3276 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:27:41 || Estimated Time: 20:46:28
2023-07-26 15:15:16,481 semantic_segmentation INFO: Iters: 107460/150000 || Lr: 0.006434 || Task Loss: 0.5420 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:27:58 || Estimated Time: 20:46:10
2023-07-26 15:15:33,751 semantic_segmentation INFO: Iters: 107470/150000 || Lr: 0.006433 || Task Loss: 0.4085 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:16 || Estimated Time: 20:45:53
2023-07-26 15:15:51,086 semantic_segmentation INFO: Iters: 107480/150000 || Lr: 0.006431 || Task Loss: 0.3391 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:33 || Estimated Time: 20:45:35
2023-07-26 15:16:08,390 semantic_segmentation INFO: Iters: 107490/150000 || Lr: 0.006430 || Task Loss: 0.3957 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:50 || Estimated Time: 20:45:17
2023-07-26 15:16:25,457 semantic_segmentation INFO: Iters: 107500/150000 || Lr: 0.006428 || Task Loss: 0.4226 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:07 || Estimated Time: 20:45:00
2023-07-26 15:16:42,671 semantic_segmentation INFO: Iters: 107510/150000 || Lr: 0.006427 || Task Loss: 0.4206 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:24 || Estimated Time: 20:44:42
2023-07-26 15:16:59,883 semantic_segmentation INFO: Iters: 107520/150000 || Lr: 0.006426 || Task Loss: 0.3640 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:42 || Estimated Time: 20:44:24
2023-07-26 15:17:17,099 semantic_segmentation INFO: Iters: 107530/150000 || Lr: 0.006424 || Task Loss: 0.3238 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:59 || Estimated Time: 20:44:06
2023-07-26 15:17:34,401 semantic_segmentation INFO: Iters: 107540/150000 || Lr: 0.006423 || Task Loss: 0.3688 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:16 || Estimated Time: 20:43:49
2023-07-26 15:17:51,598 semantic_segmentation INFO: Iters: 107550/150000 || Lr: 0.006422 || Task Loss: 0.3557 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:33 || Estimated Time: 20:43:31
2023-07-26 15:18:08,717 semantic_segmentation INFO: Iters: 107560/150000 || Lr: 0.006420 || Task Loss: 0.3314 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:50 || Estimated Time: 20:43:13
2023-07-26 15:18:25,905 semantic_segmentation INFO: Iters: 107570/150000 || Lr: 0.006419 || Task Loss: 0.3519 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:08 || Estimated Time: 20:42:56
2023-07-26 15:18:42,976 semantic_segmentation INFO: Iters: 107580/150000 || Lr: 0.006418 || Task Loss: 0.3319 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:25 || Estimated Time: 20:42:38
2023-07-26 15:19:00,066 semantic_segmentation INFO: Iters: 107590/150000 || Lr: 0.006416 || Task Loss: 0.3184 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:42 || Estimated Time: 20:42:20
2023-07-26 15:19:17,116 semantic_segmentation INFO: Iters: 107600/150000 || Lr: 0.006415 || Task Loss: 0.6481 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:59 || Estimated Time: 20:42:02
2023-07-26 15:19:34,294 semantic_segmentation INFO: Iters: 107610/150000 || Lr: 0.006413 || Task Loss: 0.3414 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:16 || Estimated Time: 20:41:44
2023-07-26 15:19:51,919 semantic_segmentation INFO: Iters: 107620/150000 || Lr: 0.006412 || Task Loss: 0.4051 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:34 || Estimated Time: 20:41:27
2023-07-26 15:20:08,923 semantic_segmentation INFO: Iters: 107630/150000 || Lr: 0.006411 || Task Loss: 0.4290 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:51 || Estimated Time: 20:41:09
2023-07-26 15:20:26,000 semantic_segmentation INFO: Iters: 107640/150000 || Lr: 0.006409 || Task Loss: 0.4706 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:08 || Estimated Time: 20:40:51
2023-07-26 15:20:43,115 semantic_segmentation INFO: Iters: 107650/150000 || Lr: 0.006408 || Task Loss: 0.4351 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:25 || Estimated Time: 20:40:34
2023-07-26 15:21:00,939 semantic_segmentation INFO: Iters: 107660/150000 || Lr: 0.006407 || Task Loss: 0.4012 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:43 || Estimated Time: 20:40:16
2023-07-26 15:21:17,999 semantic_segmentation INFO: Iters: 107670/150000 || Lr: 0.006405 || Task Loss: 0.3961 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:00 || Estimated Time: 20:39:58
2023-07-26 15:21:35,155 semantic_segmentation INFO: Iters: 107680/150000 || Lr: 0.006404 || Task Loss: 0.4445 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:17 || Estimated Time: 20:39:41
2023-07-26 15:21:52,342 semantic_segmentation INFO: Iters: 107690/150000 || Lr: 0.006403 || Task Loss: 0.4843 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:34 || Estimated Time: 20:39:23
2023-07-26 15:22:09,467 semantic_segmentation INFO: Iters: 107700/150000 || Lr: 0.006401 || Task Loss: 0.3645 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:51 || Estimated Time: 20:39:05
2023-07-26 15:22:26,542 semantic_segmentation INFO: Iters: 107710/150000 || Lr: 0.006400 || Task Loss: 0.4915 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:08 || Estimated Time: 20:38:47
2023-07-26 15:22:43,825 semantic_segmentation INFO: Iters: 107720/150000 || Lr: 0.006399 || Task Loss: 0.6054 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:26 || Estimated Time: 20:38:30
2023-07-26 15:23:00,969 semantic_segmentation INFO: Iters: 107730/150000 || Lr: 0.006397 || Task Loss: 0.3731 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:43 || Estimated Time: 20:38:12
2023-07-26 15:23:18,232 semantic_segmentation INFO: Iters: 107740/150000 || Lr: 0.006396 || Task Loss: 0.3895 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:00 || Estimated Time: 20:37:54
2023-07-26 15:23:35,834 semantic_segmentation INFO: Iters: 107750/150000 || Lr: 0.006394 || Task Loss: 0.4298 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:18 || Estimated Time: 20:37:37
2023-07-26 15:23:52,968 semantic_segmentation INFO: Iters: 107760/150000 || Lr: 0.006393 || Task Loss: 0.3231 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:35 || Estimated Time: 20:37:19
2023-07-26 15:24:10,166 semantic_segmentation INFO: Iters: 107770/150000 || Lr: 0.006392 || Task Loss: 0.4036 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:52 || Estimated Time: 20:37:01
2023-07-26 15:24:27,390 semantic_segmentation INFO: Iters: 107780/150000 || Lr: 0.006390 || Task Loss: 0.4060 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:09 || Estimated Time: 20:36:43
2023-07-26 15:24:44,746 semantic_segmentation INFO: Iters: 107790/150000 || Lr: 0.006389 || Task Loss: 0.4096 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:27 || Estimated Time: 20:36:26
2023-07-26 15:25:02,170 semantic_segmentation INFO: Iters: 107800/150000 || Lr: 0.006388 || Task Loss: 0.3080 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:44 || Estimated Time: 20:36:08
2023-07-26 15:25:19,392 semantic_segmentation INFO: Iters: 107810/150000 || Lr: 0.006386 || Task Loss: 0.4245 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:01 || Estimated Time: 20:35:50
2023-07-26 15:25:36,800 semantic_segmentation INFO: Iters: 107820/150000 || Lr: 0.006385 || Task Loss: 0.4363 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:19 || Estimated Time: 20:35:33
2023-07-26 15:25:54,088 semantic_segmentation INFO: Iters: 107830/150000 || Lr: 0.006384 || Task Loss: 0.4353 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:36 || Estimated Time: 20:35:15
2023-07-26 15:26:11,770 semantic_segmentation INFO: Iters: 107840/150000 || Lr: 0.006382 || Task Loss: 0.2593 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:54 || Estimated Time: 20:34:58
2023-07-26 15:26:28,993 semantic_segmentation INFO: Iters: 107850/150000 || Lr: 0.006381 || Task Loss: 0.3418 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:11 || Estimated Time: 20:34:40
2023-07-26 15:26:46,203 semantic_segmentation INFO: Iters: 107860/150000 || Lr: 0.006379 || Task Loss: 0.4362 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:28 || Estimated Time: 20:34:22
2023-07-26 15:27:03,725 semantic_segmentation INFO: Iters: 107870/150000 || Lr: 0.006378 || Task Loss: 0.4072 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:46 || Estimated Time: 20:34:05
2023-07-26 15:27:21,392 semantic_segmentation INFO: Iters: 107880/150000 || Lr: 0.006377 || Task Loss: 0.2396 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:03 || Estimated Time: 20:33:47
2023-07-26 15:27:38,611 semantic_segmentation INFO: Iters: 107890/150000 || Lr: 0.006375 || Task Loss: 0.3789 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:20 || Estimated Time: 20:33:29
2023-07-26 15:27:56,136 semantic_segmentation INFO: Iters: 107900/150000 || Lr: 0.006374 || Task Loss: 0.3937 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:38 || Estimated Time: 20:33:12
2023-07-26 15:28:13,350 semantic_segmentation INFO: Iters: 107910/150000 || Lr: 0.006373 || Task Loss: 0.5518 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:55 || Estimated Time: 20:32:54
2023-07-26 15:28:30,642 semantic_segmentation INFO: Iters: 107920/150000 || Lr: 0.006371 || Task Loss: 0.4149 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:12 || Estimated Time: 20:32:36
2023-07-26 15:28:47,880 semantic_segmentation INFO: Iters: 107930/150000 || Lr: 0.006370 || Task Loss: 0.4423 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:30 || Estimated Time: 20:32:19
2023-07-26 15:29:05,071 semantic_segmentation INFO: Iters: 107940/150000 || Lr: 0.006369 || Task Loss: 0.4459 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:47 || Estimated Time: 20:32:01
2023-07-26 15:29:22,271 semantic_segmentation INFO: Iters: 107950/150000 || Lr: 0.006367 || Task Loss: 0.3521 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:04 || Estimated Time: 20:31:43
2023-07-26 15:29:39,364 semantic_segmentation INFO: Iters: 107960/150000 || Lr: 0.006366 || Task Loss: 0.4249 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:21 || Estimated Time: 20:31:25
2023-07-26 15:29:56,867 semantic_segmentation INFO: Iters: 107970/150000 || Lr: 0.006364 || Task Loss: 0.4171 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:39 || Estimated Time: 20:31:08
2023-07-26 15:30:13,892 semantic_segmentation INFO: Iters: 107980/150000 || Lr: 0.006363 || Task Loss: 0.3547 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:56 || Estimated Time: 20:30:50
2023-07-26 15:30:31,442 semantic_segmentation INFO: Iters: 107990/150000 || Lr: 0.006362 || Task Loss: 0.3535 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:13 || Estimated Time: 20:30:32
2023-07-26 15:30:48,594 semantic_segmentation INFO: Iters: 108000/150000 || Lr: 0.006360 || Task Loss: 0.2422 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:30 || Estimated Time: 20:30:15
2023-07-26 15:30:48,719 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 15:30:49,112 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.085
2023-07-26 15:30:49,127 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.127
2023-07-26 15:30:49,139 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.141
2023-07-26 15:30:49,153 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.142
2023-07-26 15:30:49,166 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.212
2023-07-26 15:30:49,179 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.259
2023-07-26 15:30:49,193 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.297
2023-07-26 15:30:49,207 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.302
2023-07-26 15:30:49,220 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.337
2023-07-26 15:30:49,234 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.382
2023-07-26 15:30:49,249 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.384
2023-07-26 15:30:49,264 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.430
2023-07-26 15:30:49,276 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.903, mIoU: 0.370
2023-07-26 15:30:49,290 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.904, mIoU: 0.361
2023-07-26 15:30:49,304 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.902, mIoU: 0.348
2023-07-26 15:30:49,317 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.904, mIoU: 0.344
2023-07-26 15:30:49,327 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.343
2023-07-26 15:30:49,340 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.903, mIoU: 0.340
2023-07-26 15:30:49,354 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.905, mIoU: 0.344
2023-07-26 15:30:49,370 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.388
2023-07-26 15:30:49,385 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.910, mIoU: 0.395
2023-07-26 15:30:49,400 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.406
2023-07-26 15:30:49,415 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.434
2023-07-26 15:30:49,431 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.437
2023-07-26 15:30:49,446 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.911, mIoU: 0.437
2023-07-26 15:30:49,460 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.444
2023-07-26 15:30:49,475 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.445
2023-07-26 15:30:49,487 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.445
2023-07-26 15:30:49,502 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.908, mIoU: 0.433
2023-07-26 15:30:49,517 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.433
2023-07-26 15:30:49,530 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.435
2023-07-26 15:30:49,546 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.436
2023-07-26 15:30:49,560 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.446
2023-07-26 15:30:49,575 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.445
2023-07-26 15:30:49,590 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.473
2023-07-26 15:30:49,605 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.473
2023-07-26 15:30:49,618 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.473
2023-07-26 15:30:49,631 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.518
2023-07-26 15:30:49,647 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.920, mIoU: 0.510
2023-07-26 15:30:49,660 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.508
2023-07-26 15:30:49,673 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-26 15:30:49,688 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.533
2023-07-26 15:30:49,702 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.532
2023-07-26 15:30:49,715 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.532
2023-07-26 15:30:49,730 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-26 15:30:49,745 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.921, mIoU: 0.541
2023-07-26 15:30:49,758 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.548
2023-07-26 15:30:49,771 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.548
2023-07-26 15:30:49,785 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.544
2023-07-26 15:30:49,801 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.921, mIoU: 0.543
2023-07-26 15:30:49,817 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.921, mIoU: 0.541
2023-07-26 15:30:49,832 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.542
2023-07-26 15:30:49,846 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.540
2023-07-26 15:30:49,861 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.540
2023-07-26 15:30:49,877 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.545
2023-07-26 15:30:49,890 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.540
2023-07-26 15:30:49,906 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.541
2023-07-26 15:30:49,923 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.540
2023-07-26 15:30:49,937 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-26 15:30:49,952 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.579
2023-07-26 15:30:49,966 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.584
2023-07-26 15:30:49,981 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.921, mIoU: 0.581
2023-07-26 15:30:49,995 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.581
2023-07-26 15:30:50,013 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.586
2023-07-26 15:30:50,027 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-26 15:30:50,043 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-26 15:30:50,058 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-26 15:30:50,072 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.633
2023-07-26 15:30:50,088 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.634
2023-07-26 15:30:50,103 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-26 15:30:50,119 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.656
2023-07-26 15:30:50,133 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-26 15:30:50,148 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.648
2023-07-26 15:30:50,163 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.648
2023-07-26 15:30:50,178 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.650
2023-07-26 15:30:50,194 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-26 15:30:50,209 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.643
2023-07-26 15:30:50,219 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 15:30:50,235 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.646
2023-07-26 15:30:50,252 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-26 15:30:50,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-26 15:30:50,281 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-26 15:30:50,296 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-26 15:30:50,312 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 15:30:50,328 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-26 15:30:50,343 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 15:30:50,359 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 15:30:50,374 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.629
2023-07-26 15:30:50,389 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:30:50,403 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:30:50,418 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-26 15:30:50,434 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 15:30:50,449 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:30:50,465 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 15:30:50,480 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 15:30:50,495 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 15:30:50,508 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 15:30:50,521 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 15:30:50,536 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 15:30:50,550 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 15:30:50,564 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 15:30:50,579 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 15:30:50,592 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 15:30:50,607 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 15:30:50,623 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 15:30:50,636 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 15:30:50,651 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 15:30:50,667 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 15:30:50,681 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 15:30:50,694 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 15:30:50,707 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 15:30:50,721 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 15:30:50,737 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 15:30:50,752 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 15:30:50,768 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 15:30:50,782 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 15:30:50,795 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 15:30:50,810 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 15:30:50,824 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 15:30:50,839 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 15:30:50,854 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-26 15:30:50,868 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-26 15:30:50,881 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-26 15:30:50,897 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-26 15:30:50,912 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-26 15:30:50,920 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-26 15:30:50,932 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-26 15:30:50,948 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-26 15:30:50,956 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-26 15:30:50,970 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 15:30:50,985 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 15:30:51,000 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 15:30:51,013 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 15:30:51,029 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-26 15:30:51,042 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-26 15:30:51,056 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-26 15:30:51,071 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 15:30:51,085 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 15:30:51,100 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 15:30:51,114 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-26 15:30:51,130 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-26 15:30:51,145 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 15:30:51,160 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-26 15:30:51,176 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-26 15:30:51,192 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-26 15:30:51,206 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-26 15:30:51,221 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-26 15:30:51,236 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 15:30:51,247 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 15:30:51,262 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 15:30:51,278 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 15:30:51,291 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 15:30:51,306 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 15:30:51,320 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 15:30:51,333 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 15:30:51,348 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 15:30:51,363 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 15:30:51,379 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 15:30:51,394 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 15:30:51,409 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 15:30:51,424 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 15:30:51,440 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 15:30:51,454 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-26 15:30:51,998 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.915, mIoU: 0.625
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2023-07-26 15:30:54,344 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 15:30:54,356 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 15:30:54,371 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 15:30:54,387 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 15:30:54,401 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 15:30:54,414 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 15:30:54,428 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 15:30:54,441 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 15:30:54,457 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-26 15:30:54,470 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-26 15:30:54,485 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 15:30:54,501 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-26 15:30:54,517 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 15:30:54,531 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 15:30:54,547 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.904, mIoU: 0.602
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2023-07-26 15:30:54,578 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 15:30:54,594 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 15:30:54,609 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 15:30:54,625 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-26 15:30:54,656 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-26 15:30:54,687 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-26 15:30:54,714 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 15:30:54,729 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 15:30:54,743 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.907, mIoU: 0.605
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2023-07-26 15:30:54,787 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 15:30:54,813 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 15:30:54,828 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 15:30:54,841 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 15:30:54,856 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 15:30:54,871 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 15:30:54,885 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-26 15:30:54,910 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 15:30:54,928 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:30:54,941 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 15:30:54,973 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 15:30:55,003 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.907, mIoU: 0.603
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2023-07-26 15:30:55,032 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 15:30:55,047 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 15:30:55,062 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 15:30:55,076 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:30:55,090 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.907, mIoU: 0.601
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2023-07-26 15:30:55,117 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 15:30:55,129 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 15:30:55,144 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 15:30:55,160 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.907, mIoU: 0.602
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2023-07-26 15:30:55,203 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:30:55,219 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:30:55,234 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:30:55,249 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 15:30:55,263 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 15:30:55,278 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:30:55,291 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.907, mIoU: 0.603
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2023-07-26 15:30:55,321 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 15:30:55,336 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 15:30:55,352 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 15:30:55,365 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.907, mIoU: 0.607
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2023-07-26 15:30:55,423 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 15:30:55,438 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 15:30:55,452 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 15:30:55,633 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 15:30:55,649 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.907, mIoU: 0.605
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2023-07-26 15:30:55,719 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:30:55,733 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.604
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2023-07-26 15:30:55,809 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 15:30:55,824 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 15:30:55,832 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 15:30:55,842 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 15:30:55,855 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 15:30:55,868 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 15:30:55,883 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 15:30:55,896 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 15:30:55,910 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:30:55,927 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 15:30:55,942 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.909, mIoU: 0.610
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2023-07-26 15:30:56,002 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 15:30:56,017 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 15:30:56,031 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 15:30:56,047 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-26 15:30:56,074 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 15:30:56,088 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 15:30:56,104 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.910, mIoU: 0.614
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2023-07-26 15:30:56,134 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 15:30:56,144 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 15:30:56,157 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 15:30:56,172 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.618
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2023-07-26 15:30:56,199 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 15:30:56,212 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 15:30:56,225 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 15:30:56,240 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 15:30:56,255 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 15:30:56,269 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 15:30:56,277 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 15:30:56,292 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 15:30:56,306 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,319 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,334 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,349 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 15:30:56,362 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 15:30:56,378 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:30:56,391 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:30:56,406 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-26 15:30:56,439 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 15:30:56,454 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 15:30:56,468 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 15:30:56,481 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 15:30:56,496 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 15:30:56,511 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,525 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,540 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 15:30:56,556 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-26 15:30:56,587 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.911, mIoU: 0.621
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2023-07-26 15:30:56,615 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 15:30:56,630 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 15:30:56,645 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 15:30:56,660 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.624
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2023-07-26 15:30:56,703 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-26 15:30:56,732 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 15:30:56,747 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 15:30:56,758 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:30:56,774 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 15:30:56,826 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 15:30:56,941 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 15:30:57,040 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 15:30:57,110 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:30:57,125 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:30:57,140 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 15:30:57,169 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:30:57,185 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,201 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,214 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,229 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,245 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,260 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,275 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,289 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,304 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,319 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 15:30:57,336 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:30:57,346 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,361 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,377 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,389 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,404 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,418 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,433 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,448 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,463 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:30:57,477 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,489 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,503 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,518 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,533 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,549 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,564 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,580 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,594 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 15:30:57,609 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 15:30:57,626 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 15:30:57,640 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,656 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,672 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,687 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,703 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:30:57,718 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,730 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,746 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,761 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,775 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,790 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,805 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,817 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,832 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,847 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,861 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,874 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,889 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:57,903 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 15:30:57,918 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 15:30:57,933 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 15:30:57,948 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:57,963 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:57,978 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:57,994 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:58,009 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:30:58,023 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:58,039 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:30:58,054 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:30:58,070 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:30:58,083 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:30:58,099 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:30:58,113 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:30:58,129 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:30:58,145 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:30:58,161 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,177 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,192 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,207 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:30:58,221 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:30:58,235 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 15:30:58,249 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,264 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,282 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:30:58,297 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-26 15:30:58,312 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,322 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 15:30:58,335 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 15:30:58,350 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 15:30:58,362 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 15:30:58,377 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:58,389 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:58,403 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:58,418 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:30:58,435 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,450 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,466 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,479 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,493 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,506 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,521 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,536 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:30:58,551 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,566 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:30:58,581 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,596 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,609 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,624 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:30:58,639 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:30:58,653 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,666 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,680 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,696 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,711 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,725 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,739 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 15:30:58,755 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 15:30:58,770 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 15:30:58,783 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 15:30:58,796 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 15:30:58,804 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:30:58,819 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:30:58,835 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:30:58,851 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,867 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,882 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,897 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:30:58,914 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,929 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,942 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,957 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,971 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 15:30:58,987 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:30:59,002 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 15:30:59,014 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:30:59,028 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:30:59,041 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 15:30:59,054 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 15:30:59,068 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,081 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 15:30:59,094 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,109 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,124 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,136 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,150 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,163 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,174 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,189 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,204 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,220 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 15:30:59,235 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,250 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,266 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,279 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,295 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,310 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,328 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,344 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,360 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 15:30:59,376 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 15:30:59,390 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,403 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 15:30:59,416 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,431 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,447 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,460 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 15:30:59,473 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,488 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 15:30:59,502 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 15:30:59,517 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 15:30:59,532 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,548 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,562 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,578 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,592 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,607 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,622 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,636 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,653 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,667 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,683 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,699 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,713 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,726 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,742 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,758 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,774 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,789 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,801 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,814 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:30:59,829 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,842 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:30:59,857 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 15:30:59,874 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:30:59,888 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,903 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,916 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,932 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,947 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:30:59,960 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:30:59,973 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:30:59,988 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,003 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,016 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,031 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,046 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,060 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,073 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,088 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,104 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,120 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,134 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,148 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,161 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,177 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,190 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,203 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,218 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,233 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,246 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,261 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,277 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,292 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,308 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,321 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,334 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,348 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,361 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:31:00,374 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:31:00,387 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:31:00,403 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,417 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,430 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,444 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,460 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,475 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,491 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,505 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,518 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 15:31:00,534 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:31:00,549 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 15:31:00,564 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 15:31:00,579 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 15:31:00,592 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 15:31:00,605 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,617 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,633 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,648 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,663 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 15:31:00,677 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,688 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,701 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,717 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:00,732 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,745 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,760 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,773 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,788 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,802 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,817 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,830 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:00,845 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:00,860 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:00,874 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:00,889 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:00,905 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,920 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:00,935 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:00,950 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,965 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:00,980 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:00,994 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,009 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,024 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,038 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,051 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,064 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,080 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,094 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,110 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,125 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,137 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,151 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,167 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,182 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,196 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,211 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,226 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,239 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,253 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:01,269 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:01,284 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:01,297 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,309 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:01,327 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,342 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,358 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,371 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,387 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,402 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,418 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,433 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,446 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,461 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,474 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,489 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:01,503 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 15:31:01,516 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,531 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,545 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:01,560 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,575 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,589 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:01,604 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,619 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,633 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,647 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,662 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,677 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,693 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,709 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,719 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,733 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,746 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,761 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,777 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:01,793 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:01,806 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,821 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,837 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,851 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,867 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,883 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,896 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:01,911 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:01,926 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:01,941 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:01,954 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:01,968 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:01,983 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:01,998 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:02,011 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:02,026 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:02,041 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:02,054 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:02,068 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,083 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,096 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,111 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,124 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,139 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,154 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,170 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,185 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,201 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,216 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,229 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,242 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,258 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,271 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,284 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,299 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,313 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,328 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,344 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,357 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,370 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,385 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,400 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,413 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,428 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,440 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,456 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,470 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,486 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,502 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,516 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,526 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,542 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,558 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,571 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,586 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,601 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,617 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,630 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,646 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,661 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,677 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,691 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,705 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 15:31:02,721 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 15:31:02,737 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 15:31:02,749 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 15:31:02,764 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 15:31:02,778 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,792 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,804 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,819 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,833 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,848 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,855 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 15:31:02,867 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,880 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,892 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,904 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:02,919 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,934 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,949 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:02,961 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,974 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,989 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:02,999 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,015 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,028 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,044 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,059 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,074 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,089 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,101 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,114 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,128 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,143 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,158 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,172 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,185 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,195 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,206 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,218 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,229 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,244 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,256 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,271 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,286 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,301 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,316 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,332 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,347 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,362 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,378 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,392 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,407 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,422 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,438 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,451 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,465 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,480 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,494 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,510 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,523 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,537 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,552 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,570 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,585 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,598 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,613 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 15:31:03,628 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,642 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,656 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,669 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,682 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,696 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,711 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,725 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,740 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,755 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,770 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 15:31:03,785 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,799 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,812 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,827 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,837 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:03,850 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,865 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 15:31:03,876 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,891 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,906 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:03,921 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:03,937 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,953 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,968 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:03,982 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 15:31:03,995 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,011 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,023 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,038 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,053 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,066 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,081 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,094 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,109 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,124 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,139 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,154 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,169 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,182 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,194 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,209 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,222 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,235 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,251 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,266 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,280 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,293 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,306 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,322 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:04,337 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:04,353 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,366 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,380 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,395 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,410 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,425 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 15:31:04,440 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:04,455 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:04,470 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:04,485 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:04,499 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 15:31:04,515 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,529 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,544 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,559 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,572 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,588 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,603 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 15:31:04,618 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:04,631 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 15:31:04,646 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,660 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,676 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,689 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,704 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,719 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,734 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,749 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,764 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,779 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,792 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,807 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,823 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,836 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,851 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,863 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:04,872 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,887 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,902 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,915 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:04,930 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:04,945 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:04,958 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:04,971 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:04,986 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,001 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:05,016 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,033 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,048 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,065 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,079 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,092 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,107 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,122 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,137 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 15:31:05,150 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,163 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,178 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,193 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,208 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,222 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,235 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,250 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,264 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 15:31:05,277 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,292 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,307 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,322 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,337 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,350 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,365 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,379 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,394 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,409 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,422 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,437 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,450 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,463 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,476 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,491 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,506 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,520 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,535 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,546 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,559 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,576 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,592 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,605 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,620 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,636 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,651 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,664 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,679 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,694 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,707 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,722 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,735 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,748 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,763 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 15:31:05,778 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,793 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,808 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,821 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,836 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,851 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,863 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,878 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:05,893 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,908 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,923 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,936 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,949 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,964 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,979 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:05,993 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,006 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,021 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,038 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,052 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,064 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,079 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,095 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,110 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,126 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,139 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,154 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,168 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,182 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,197 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,212 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,227 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,243 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,258 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,273 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,287 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,302 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,315 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,329 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,345 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,360 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,373 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,388 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,400 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 15:31:06,415 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,430 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,445 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,458 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,474 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,490 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 15:31:06,505 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,516 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,531 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,546 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,557 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,572 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,588 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,603 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,616 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 15:31:06,629 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,644 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,658 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,673 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,686 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,701 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,714 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,727 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,742 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,757 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,772 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 15:31:06,787 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,804 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,817 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 15:31:06,832 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.913, mIoU: 0.638
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2023-07-26 15:31:06,862 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 15:31:06,890 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,903 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,919 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,934 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,950 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,963 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,976 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:06,991 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,006 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,020 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,033 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,048 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,064 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,079 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,094 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,109 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,125 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,138 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,153 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,168 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,181 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,196 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,211 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,226 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,241 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,256 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 15:31:07,271 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,285 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,299 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,314 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,329 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,344 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,358 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,374 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,388 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,401 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,414 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,429 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,445 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,459 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,474 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,490 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,505 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,520 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,535 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,551 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,566 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,579 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,592 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,605 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,619 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,632 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,647 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,663 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,676 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,689 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,705 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,716 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,730 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,745 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,761 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,776 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,791 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,804 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,819 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:07,834 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,847 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,863 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,878 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:07,894 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,907 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,922 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,937 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:07,952 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 15:31:07,994 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,009 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 15:31:08,039 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,052 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,067 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,082 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,097 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,113 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,127 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 15:31:08,158 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,169 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,184 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,197 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,210 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 15:31:08,242 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,257 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,269 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,283 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,296 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,311 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,325 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,340 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,355 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 15:31:08,383 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,398 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,411 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,426 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,442 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 15:31:08,470 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,482 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,498 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,513 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 15:31:08,528 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,543 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,556 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,569 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,583 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,598 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:31:08,612 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:31:08,625 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,639 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,654 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,669 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,684 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,697 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 15:31:08,712 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,729 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,744 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,759 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,774 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:31:08,782 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 15:31:08,797 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,810 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,823 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,838 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,854 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 15:31:08,869 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,885 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,901 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,917 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 15:31:08,933 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:08,946 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:08,961 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:08,977 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:31:08,993 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:09,008 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:09,024 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:09,040 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:09,054 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:09,068 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:09,083 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:09,098 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 15:31:09,111 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 15:31:09,124 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:31:09,139 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:31:09,154 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:31:09,168 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 15:31:09,183 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,198 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,213 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,227 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,241 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,256 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,269 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,284 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,300 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,315 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,330 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,343 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,358 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,373 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,388 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,403 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,418 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,434 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,449 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,462 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,477 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,490 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,505 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,520 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,535 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,550 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,565 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,579 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,588 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,603 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,616 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,630 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,645 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,660 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,676 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,687 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,697 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,713 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,729 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,744 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,757 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,772 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,787 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,800 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,815 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,830 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,844 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,859 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 15:31:09,872 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:31:09,886 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,901 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,915 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,928 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,942 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,957 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 15:31:09,971 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:31:09,986 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:31:09,999 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:31:10,012 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 15:31:10,026 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 15:31:10,042 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 15:31:26,983 semantic_segmentation INFO: Iters: 108010/150000 || Lr: 0.006359 || Task Loss: 0.4323 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:44:09 || Estimated Time: 20:30:05
2023-07-26 15:31:43,990 semantic_segmentation INFO: Iters: 108020/150000 || Lr: 0.006358 || Task Loss: 0.2285 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:44:26 || Estimated Time: 20:29:47
2023-07-26 15:32:01,192 semantic_segmentation INFO: Iters: 108030/150000 || Lr: 0.006356 || Task Loss: 0.5398 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:44:43 || Estimated Time: 20:29:30
2023-07-26 15:32:18,674 semantic_segmentation INFO: Iters: 108040/150000 || Lr: 0.006355 || Task Loss: 0.5098 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:00 || Estimated Time: 20:29:12
2023-07-26 15:32:36,385 semantic_segmentation INFO: Iters: 108050/150000 || Lr: 0.006354 || Task Loss: 0.2124 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:18 || Estimated Time: 20:28:54
2023-07-26 15:32:53,430 semantic_segmentation INFO: Iters: 108060/150000 || Lr: 0.006352 || Task Loss: 0.3986 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:35 || Estimated Time: 20:28:37
2023-07-26 15:33:10,635 semantic_segmentation INFO: Iters: 108070/150000 || Lr: 0.006351 || Task Loss: 0.3816 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:52 || Estimated Time: 20:28:19
2023-07-26 15:33:27,845 semantic_segmentation INFO: Iters: 108080/150000 || Lr: 0.006349 || Task Loss: 0.4273 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:46:10 || Estimated Time: 20:28:01
2023-07-26 15:33:45,245 semantic_segmentation INFO: Iters: 108090/150000 || Lr: 0.006348 || Task Loss: 0.4322 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:46:27 || Estimated Time: 20:27:44
2023-07-26 15:34:02,325 semantic_segmentation INFO: Iters: 108100/150000 || Lr: 0.006347 || Task Loss: 0.3432 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:46:44 || Estimated Time: 20:27:26
2023-07-26 15:34:19,647 semantic_segmentation INFO: Iters: 108110/150000 || Lr: 0.006345 || Task Loss: 0.4237 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:01 || Estimated Time: 20:27:08
2023-07-26 15:34:36,663 semantic_segmentation INFO: Iters: 108120/150000 || Lr: 0.006344 || Task Loss: 0.4787 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:18 || Estimated Time: 20:26:50
2023-07-26 15:34:54,059 semantic_segmentation INFO: Iters: 108130/150000 || Lr: 0.006343 || Task Loss: 0.4078 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:36 || Estimated Time: 20:26:33
2023-07-26 15:35:11,522 semantic_segmentation INFO: Iters: 108140/150000 || Lr: 0.006341 || Task Loss: 0.3208 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:53 || Estimated Time: 20:26:15
2023-07-26 15:35:28,854 semantic_segmentation INFO: Iters: 108150/150000 || Lr: 0.006340 || Task Loss: 0.5260 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:11 || Estimated Time: 20:25:57
2023-07-26 15:35:45,958 semantic_segmentation INFO: Iters: 108160/150000 || Lr: 0.006339 || Task Loss: 0.4684 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:28 || Estimated Time: 20:25:40
2023-07-26 15:36:03,162 semantic_segmentation INFO: Iters: 108170/150000 || Lr: 0.006337 || Task Loss: 0.4482 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:45 || Estimated Time: 20:25:22
2023-07-26 15:36:20,345 semantic_segmentation INFO: Iters: 108180/150000 || Lr: 0.006336 || Task Loss: 0.4149 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:02 || Estimated Time: 20:25:04
2023-07-26 15:36:37,546 semantic_segmentation INFO: Iters: 108190/150000 || Lr: 0.006334 || Task Loss: 0.4644 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:19 || Estimated Time: 20:24:47
2023-07-26 15:36:54,690 semantic_segmentation INFO: Iters: 108200/150000 || Lr: 0.006333 || Task Loss: 0.3452 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:36 || Estimated Time: 20:24:29
2023-07-26 15:37:11,868 semantic_segmentation INFO: Iters: 108210/150000 || Lr: 0.006332 || Task Loss: 0.5248 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:54 || Estimated Time: 20:24:11
2023-07-26 15:37:29,074 semantic_segmentation INFO: Iters: 108220/150000 || Lr: 0.006330 || Task Loss: 0.2917 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:50:11 || Estimated Time: 20:23:53
2023-07-26 15:37:46,272 semantic_segmentation INFO: Iters: 108230/150000 || Lr: 0.006329 || Task Loss: 0.3690 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:50:28 || Estimated Time: 20:23:36
2023-07-26 15:38:03,476 semantic_segmentation INFO: Iters: 108240/150000 || Lr: 0.006328 || Task Loss: 0.3313 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:50:45 || Estimated Time: 20:23:18
2023-07-26 15:38:20,696 semantic_segmentation INFO: Iters: 108250/150000 || Lr: 0.006326 || Task Loss: 0.3701 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:51:02 || Estimated Time: 20:23:00
2023-07-26 15:38:38,064 semantic_segmentation INFO: Iters: 108260/150000 || Lr: 0.006325 || Task Loss: 0.3428 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:51:20 || Estimated Time: 20:22:42
2023-07-26 15:38:55,100 semantic_segmentation INFO: Iters: 108270/150000 || Lr: 0.006324 || Task Loss: 0.3981 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:51:37 || Estimated Time: 20:22:25
2023-07-26 15:39:12,351 semantic_segmentation INFO: Iters: 108280/150000 || Lr: 0.006322 || Task Loss: 0.3554 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:51:54 || Estimated Time: 20:22:07
2023-07-26 15:39:29,494 semantic_segmentation INFO: Iters: 108290/150000 || Lr: 0.006321 || Task Loss: 0.4133 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:11 || Estimated Time: 20:21:49
2023-07-26 15:39:46,686 semantic_segmentation INFO: Iters: 108300/150000 || Lr: 0.006319 || Task Loss: 0.3860 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:28 || Estimated Time: 20:21:32
2023-07-26 15:40:04,110 semantic_segmentation INFO: Iters: 108310/150000 || Lr: 0.006318 || Task Loss: 0.3701 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:46 || Estimated Time: 20:21:14
2023-07-26 15:40:21,277 semantic_segmentation INFO: Iters: 108320/150000 || Lr: 0.006317 || Task Loss: 0.3658 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:03 || Estimated Time: 20:20:56
2023-07-26 15:40:38,814 semantic_segmentation INFO: Iters: 108330/150000 || Lr: 0.006315 || Task Loss: 0.4189 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:21 || Estimated Time: 20:20:39
2023-07-26 15:40:56,221 semantic_segmentation INFO: Iters: 108340/150000 || Lr: 0.006314 || Task Loss: 0.3124 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:38 || Estimated Time: 20:20:21
2023-07-26 15:41:13,429 semantic_segmentation INFO: Iters: 108350/150000 || Lr: 0.006313 || Task Loss: 0.5804 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:55 || Estimated Time: 20:20:03
2023-07-26 15:41:30,697 semantic_segmentation INFO: Iters: 108360/150000 || Lr: 0.006311 || Task Loss: 0.3791 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:12 || Estimated Time: 20:19:46
2023-07-26 15:41:47,874 semantic_segmentation INFO: Iters: 108370/150000 || Lr: 0.006310 || Task Loss: 0.4744 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:30 || Estimated Time: 20:19:28
2023-07-26 15:42:05,186 semantic_segmentation INFO: Iters: 108380/150000 || Lr: 0.006309 || Task Loss: 0.4705 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:47 || Estimated Time: 20:19:10
2023-07-26 15:42:22,769 semantic_segmentation INFO: Iters: 108390/150000 || Lr: 0.006307 || Task Loss: 0.4226 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:05 || Estimated Time: 20:18:53
2023-07-26 15:42:39,952 semantic_segmentation INFO: Iters: 108400/150000 || Lr: 0.006306 || Task Loss: 0.6044 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:22 || Estimated Time: 20:18:35
2023-07-26 15:42:57,176 semantic_segmentation INFO: Iters: 108410/150000 || Lr: 0.006304 || Task Loss: 0.4512 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:39 || Estimated Time: 20:18:17
2023-07-26 15:43:14,451 semantic_segmentation INFO: Iters: 108420/150000 || Lr: 0.006303 || Task Loss: 0.4362 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:56 || Estimated Time: 20:17:59
2023-07-26 15:43:31,795 semantic_segmentation INFO: Iters: 108430/150000 || Lr: 0.006302 || Task Loss: 0.3358 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:56:14 || Estimated Time: 20:17:42
2023-07-26 15:43:48,987 semantic_segmentation INFO: Iters: 108440/150000 || Lr: 0.006300 || Task Loss: 0.3230 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:56:31 || Estimated Time: 20:17:24
2023-07-26 15:44:06,168 semantic_segmentation INFO: Iters: 108450/150000 || Lr: 0.006299 || Task Loss: 0.4042 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:56:48 || Estimated Time: 20:17:06
2023-07-26 15:44:23,377 semantic_segmentation INFO: Iters: 108460/150000 || Lr: 0.006298 || Task Loss: 0.5513 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:57:05 || Estimated Time: 20:16:49
2023-07-26 15:44:40,584 semantic_segmentation INFO: Iters: 108470/150000 || Lr: 0.006296 || Task Loss: 0.4447 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:57:22 || Estimated Time: 20:16:31
2023-07-26 15:44:57,805 semantic_segmentation INFO: Iters: 108480/150000 || Lr: 0.006295 || Task Loss: 0.4907 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:57:40 || Estimated Time: 20:16:13
2023-07-26 15:45:15,022 semantic_segmentation INFO: Iters: 108490/150000 || Lr: 0.006294 || Task Loss: 0.3882 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:57:57 || Estimated Time: 20:15:55
2023-07-26 15:45:32,548 semantic_segmentation INFO: Iters: 108500/150000 || Lr: 0.006292 || Task Loss: 0.4240 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:58:14 || Estimated Time: 20:15:38
2023-07-26 15:45:49,620 semantic_segmentation INFO: Iters: 108510/150000 || Lr: 0.006291 || Task Loss: 0.4584 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:58:31 || Estimated Time: 20:15:20
2023-07-26 15:46:06,846 semantic_segmentation INFO: Iters: 108520/150000 || Lr: 0.006289 || Task Loss: 0.4107 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:58:49 || Estimated Time: 20:15:02
2023-07-26 15:46:24,037 semantic_segmentation INFO: Iters: 108530/150000 || Lr: 0.006288 || Task Loss: 0.2780 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:06 || Estimated Time: 20:14:45
2023-07-26 15:46:41,318 semantic_segmentation INFO: Iters: 108540/150000 || Lr: 0.006287 || Task Loss: 0.3520 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:23 || Estimated Time: 20:14:27
2023-07-26 15:46:58,527 semantic_segmentation INFO: Iters: 108550/150000 || Lr: 0.006285 || Task Loss: 0.3156 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:40 || Estimated Time: 20:14:09
2023-07-26 15:47:15,750 semantic_segmentation INFO: Iters: 108560/150000 || Lr: 0.006284 || Task Loss: 0.3981 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:58 || Estimated Time: 20:13:52
2023-07-26 15:47:32,965 semantic_segmentation INFO: Iters: 108570/150000 || Lr: 0.006283 || Task Loss: 0.3132 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:15 || Estimated Time: 20:13:34
2023-07-26 15:47:50,557 semantic_segmentation INFO: Iters: 108580/150000 || Lr: 0.006281 || Task Loss: 0.3759 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:32 || Estimated Time: 20:13:16
2023-07-26 15:48:07,754 semantic_segmentation INFO: Iters: 108590/150000 || Lr: 0.006280 || Task Loss: 0.3721 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:50 || Estimated Time: 20:12:59
2023-07-26 15:48:24,822 semantic_segmentation INFO: Iters: 108600/150000 || Lr: 0.006279 || Task Loss: 0.3854 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:07 || Estimated Time: 20:12:41
2023-07-26 15:48:42,023 semantic_segmentation INFO: Iters: 108610/150000 || Lr: 0.006277 || Task Loss: 0.4536 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:24 || Estimated Time: 20:12:23
2023-07-26 15:48:59,140 semantic_segmentation INFO: Iters: 108620/150000 || Lr: 0.006276 || Task Loss: 0.5217 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:41 || Estimated Time: 20:12:05
2023-07-26 15:49:16,281 semantic_segmentation INFO: Iters: 108630/150000 || Lr: 0.006274 || Task Loss: 0.4857 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:58 || Estimated Time: 20:11:48
2023-07-26 15:49:33,490 semantic_segmentation INFO: Iters: 108640/150000 || Lr: 0.006273 || Task Loss: 0.3901 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:15 || Estimated Time: 20:11:30
2023-07-26 15:49:50,689 semantic_segmentation INFO: Iters: 108650/150000 || Lr: 0.006272 || Task Loss: 0.4290 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:32 || Estimated Time: 20:11:12
2023-07-26 15:50:07,865 semantic_segmentation INFO: Iters: 108660/150000 || Lr: 0.006270 || Task Loss: 0.3927 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:50 || Estimated Time: 20:10:54
2023-07-26 15:50:25,301 semantic_segmentation INFO: Iters: 108670/150000 || Lr: 0.006269 || Task Loss: 0.4610 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:07 || Estimated Time: 20:10:37
2023-07-26 15:50:42,556 semantic_segmentation INFO: Iters: 108680/150000 || Lr: 0.006268 || Task Loss: 0.5404 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:24 || Estimated Time: 20:10:19
2023-07-26 15:50:59,700 semantic_segmentation INFO: Iters: 108690/150000 || Lr: 0.006266 || Task Loss: 0.3319 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:41 || Estimated Time: 20:10:01
2023-07-26 15:51:17,309 semantic_segmentation INFO: Iters: 108700/150000 || Lr: 0.006265 || Task Loss: 0.4687 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:59 || Estimated Time: 20:09:44
2023-07-26 15:51:34,511 semantic_segmentation INFO: Iters: 108710/150000 || Lr: 0.006264 || Task Loss: 0.5353 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:16 || Estimated Time: 20:09:26
2023-07-26 15:51:51,719 semantic_segmentation INFO: Iters: 108720/150000 || Lr: 0.006262 || Task Loss: 0.5038 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:34 || Estimated Time: 20:09:08
2023-07-26 15:52:08,922 semantic_segmentation INFO: Iters: 108730/150000 || Lr: 0.006261 || Task Loss: 0.4252 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:51 || Estimated Time: 20:08:51
2023-07-26 15:52:26,265 semantic_segmentation INFO: Iters: 108740/150000 || Lr: 0.006259 || Task Loss: 0.5037 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:08 || Estimated Time: 20:08:33
2023-07-26 15:52:43,421 semantic_segmentation INFO: Iters: 108750/150000 || Lr: 0.006258 || Task Loss: 0.8914 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:25 || Estimated Time: 20:08:15
2023-07-26 15:53:00,545 semantic_segmentation INFO: Iters: 108760/150000 || Lr: 0.006257 || Task Loss: 0.4842 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:42 || Estimated Time: 20:07:57
2023-07-26 15:53:17,733 semantic_segmentation INFO: Iters: 108770/150000 || Lr: 0.006255 || Task Loss: 0.4275 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:00 || Estimated Time: 20:07:40
2023-07-26 15:53:34,942 semantic_segmentation INFO: Iters: 108780/150000 || Lr: 0.006254 || Task Loss: 0.3285 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:17 || Estimated Time: 20:07:22
2023-07-26 15:53:52,157 semantic_segmentation INFO: Iters: 108790/150000 || Lr: 0.006253 || Task Loss: 0.3817 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:34 || Estimated Time: 20:07:04
2023-07-26 15:54:09,459 semantic_segmentation INFO: Iters: 108800/150000 || Lr: 0.006251 || Task Loss: 0.3531 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:51 || Estimated Time: 20:06:47
2023-07-26 15:54:09,583 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 15:54:09,970 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 15:54:09,995 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.127
2023-07-26 15:54:10,007 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.142
2023-07-26 15:54:10,023 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.145
2023-07-26 15:54:10,037 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.932, mIoU: 0.209
2023-07-26 15:54:10,050 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.890, mIoU: 0.211
2023-07-26 15:54:10,065 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.902, mIoU: 0.252
2023-07-26 15:54:10,080 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.913, mIoU: 0.256
2023-07-26 15:54:10,093 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.896, mIoU: 0.260
2023-07-26 15:54:10,108 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.902, mIoU: 0.304
2023-07-26 15:54:10,123 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.887, mIoU: 0.304
2023-07-26 15:54:10,138 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.896, mIoU: 0.351
2023-07-26 15:54:10,151 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.892, mIoU: 0.343
2023-07-26 15:54:10,166 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.892, mIoU: 0.330
2023-07-26 15:54:10,181 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.893, mIoU: 0.319
2023-07-26 15:54:10,194 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.316
2023-07-26 15:54:10,204 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.895, mIoU: 0.312
2023-07-26 15:54:10,217 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.310
2023-07-26 15:54:10,232 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.310
2023-07-26 15:54:10,250 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.352
2023-07-26 15:54:10,265 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.892, mIoU: 0.357
2023-07-26 15:54:10,282 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.893, mIoU: 0.357
2023-07-26 15:54:10,298 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.892, mIoU: 0.389
2023-07-26 15:54:10,314 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.893, mIoU: 0.401
2023-07-26 15:54:10,331 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.895, mIoU: 0.411
2023-07-26 15:54:10,345 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.894, mIoU: 0.416
2023-07-26 15:54:10,361 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.895, mIoU: 0.416
2023-07-26 15:54:10,373 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.898, mIoU: 0.415
2023-07-26 15:54:10,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.894, mIoU: 0.402
2023-07-26 15:54:10,404 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.897, mIoU: 0.402
2023-07-26 15:54:10,419 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.900, mIoU: 0.413
2023-07-26 15:54:10,434 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.903, mIoU: 0.413
2023-07-26 15:54:10,450 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.906, mIoU: 0.425
2023-07-26 15:54:10,465 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.906, mIoU: 0.424
2023-07-26 15:54:10,481 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.442
2023-07-26 15:54:10,496 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.443
2023-07-26 15:54:10,510 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.443
2023-07-26 15:54:10,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.488
2023-07-26 15:54:10,540 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.491
2023-07-26 15:54:10,552 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.491
2023-07-26 15:54:10,566 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.516
2023-07-26 15:54:10,580 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.516
2023-07-26 15:54:10,595 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.514
2023-07-26 15:54:10,608 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.514
2023-07-26 15:54:10,623 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.516
2023-07-26 15:54:10,638 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.521
2023-07-26 15:54:10,652 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.528
2023-07-26 15:54:10,666 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.529
2023-07-26 15:54:10,681 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.528
2023-07-26 15:54:10,698 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.916, mIoU: 0.529
2023-07-26 15:54:10,714 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-26 15:54:10,730 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.527
2023-07-26 15:54:10,744 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.525
2023-07-26 15:54:10,760 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.524
2023-07-26 15:54:10,776 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.529
2023-07-26 15:54:10,790 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.525
2023-07-26 15:54:10,806 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.523
2023-07-26 15:54:10,824 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-26 15:54:10,839 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.523
2023-07-26 15:54:10,854 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-26 15:54:10,868 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.550
2023-07-26 15:54:10,883 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.915, mIoU: 0.549
2023-07-26 15:54:10,897 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-26 15:54:10,915 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-26 15:54:10,929 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.914, mIoU: 0.548
2023-07-26 15:54:10,944 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-26 15:54:10,960 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.548
2023-07-26 15:54:10,973 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.585
2023-07-26 15:54:10,988 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.586
2023-07-26 15:54:11,004 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.586
2023-07-26 15:54:11,019 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.608
2023-07-26 15:54:11,033 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.608
2023-07-26 15:54:11,048 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.915, mIoU: 0.600
2023-07-26 15:54:11,064 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.598
2023-07-26 15:54:11,079 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.600
2023-07-26 15:54:11,096 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.599
2023-07-26 15:54:11,112 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.593
2023-07-26 15:54:11,121 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.592
2023-07-26 15:54:11,137 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.913, mIoU: 0.604
2023-07-26 15:54:11,153 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.606
2023-07-26 15:54:11,167 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.914, mIoU: 0.610
2023-07-26 15:54:11,182 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.914, mIoU: 0.610
2023-07-26 15:54:11,198 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.607
2023-07-26 15:54:11,214 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.597
2023-07-26 15:54:11,230 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-26 15:54:11,245 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.909, mIoU: 0.595
2023-07-26 15:54:11,261 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.909, mIoU: 0.592
2023-07-26 15:54:11,276 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.909, mIoU: 0.594
2023-07-26 15:54:11,292 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 15:54:11,305 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 15:54:11,321 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-26 15:54:11,337 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 15:54:11,353 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-26 15:54:11,368 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 15:54:11,383 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 15:54:11,398 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 15:54:11,412 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-26 15:54:11,425 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 15:54:11,440 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:54:11,455 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-26 15:54:11,470 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 15:54:11,485 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 15:54:11,499 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-26 15:54:11,514 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-26 15:54:11,530 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.906, mIoU: 0.597
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2023-07-26 15:54:15,182 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-26 15:54:17,344 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:17,360 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 15:54:17,376 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 15:54:17,392 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 15:54:17,408 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 15:54:17,422 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:17,435 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 15:54:17,450 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-26 15:54:17,465 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 15:54:17,479 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 15:54:17,494 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-26 15:54:17,510 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-26 15:54:17,525 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-26 15:54:17,540 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:17,553 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:17,567 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:17,582 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:17,596 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:17,611 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:17,626 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:17,639 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:17,655 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:17,670 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:17,683 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 15:54:17,698 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 15:54:17,709 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:17,724 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:17,737 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:17,749 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:17,761 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:17,776 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-26 15:54:17,791 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:17,806 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 15:54:17,822 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 15:54:17,831 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 15:54:17,846 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 15:54:17,863 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 15:54:17,879 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 15:54:17,894 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-26 15:54:17,910 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 15:54:17,923 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-26 15:54:17,937 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 15:54:17,953 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 15:54:17,968 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 15:54:17,983 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-26 15:54:17,996 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 15:54:18,010 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 15:54:18,025 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 15:54:18,039 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 15:54:18,054 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-26 15:54:18,067 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-26 15:54:18,082 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:18,098 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:18,113 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:18,126 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:18,142 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:18,156 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:18,169 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-26 15:54:18,184 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:18,199 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:18,213 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,229 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,242 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,258 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,274 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,291 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:18,302 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:18,317 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:18,333 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:18,346 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:18,362 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:18,376 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:18,391 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,407 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,422 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,435 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,447 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:18,460 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:18,475 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:18,490 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,505 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,519 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,534 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,547 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:18,562 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:18,577 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:18,590 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,605 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:18,619 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:18,635 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,650 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-26 15:54:18,665 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,677 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,693 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,708 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,723 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,738 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,754 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 15:54:18,766 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 15:54:18,781 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 15:54:18,797 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,813 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 15:54:18,826 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-26 15:54:18,842 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,856 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-26 15:54:18,872 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 15:54:18,887 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-26 15:54:18,903 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:18,918 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:18,933 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:18,948 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:18,962 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 15:54:18,975 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.563
2023-07-26 15:54:18,990 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,005 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,020 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,034 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,050 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,064 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,079 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,095 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,111 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-26 15:54:19,126 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,142 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-26 15:54:19,157 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,172 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,186 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,201 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:19,217 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 15:54:19,235 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 15:54:19,250 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:19,266 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:19,276 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:19,289 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,304 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,317 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,332 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,345 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,358 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-26 15:54:19,373 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,389 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,404 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,420 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,433 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,447 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,461 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,475 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,491 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,507 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,523 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,538 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 15:54:19,554 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,567 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,583 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,598 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:19,613 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:19,627 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:19,641 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-26 15:54:19,657 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:19,672 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-26 15:54:19,685 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,700 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,716 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-26 15:54:19,731 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.896, mIoU: 0.565
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2023-07-26 15:54:19,757 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,764 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,779 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-26 15:54:19,794 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-26 15:54:19,809 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-26 15:54:19,825 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.568
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2023-07-26 15:54:19,854 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-26 15:54:19,871 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.897, mIoU: 0.568
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2023-07-26 15:54:19,931 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-26 15:54:19,947 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-26 15:54:19,963 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-26 15:54:19,990 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:20,003 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:20,018 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.897, mIoU: 0.570
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2023-07-26 15:54:20,090 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.572
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2023-07-26 15:54:20,128 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,139 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.898, mIoU: 0.573
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2023-07-26 15:54:20,169 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 15:54:20,183 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,198 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,212 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,227 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,240 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,255 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,271 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,289 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,305 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,321 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 15:54:20,337 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 15:54:20,351 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-26 15:54:20,364 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,378 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,394 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,411 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,425 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,439 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,455 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,469 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,484 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,499 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,515 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,528 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,543 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:20,556 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,570 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,585 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,599 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,615 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,628 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,643 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,659 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,671 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,685 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:20,700 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,716 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-26 15:54:20,731 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,746 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,758 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,771 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:20,786 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 15:54:20,799 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 15:54:20,814 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:20,832 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 15:54:20,845 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 15:54:20,860 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-26 15:54:20,874 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:20,890 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,905 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,919 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,932 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,949 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,964 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:20,977 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:20,993 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,008 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,022 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,036 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,051 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,067 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,084 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,097 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,112 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,125 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,141 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,154 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,168 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,182 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,197 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,210 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,226 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,242 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,257 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,273 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,286 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,299 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,314 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,328 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,341 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,354 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,370 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,384 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,398 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,413 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,429 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,445 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,461 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,474 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,488 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,503 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,518 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 15:54:21,534 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 15:54:21,549 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 15:54:21,562 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-26 15:54:21,575 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,587 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,602 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,618 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,632 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,646 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,658 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,671 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,686 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,701 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,714 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:21,731 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:21,744 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:21,760 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:21,774 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:21,789 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:21,803 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,819 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,835 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:21,848 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,864 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:21,880 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,895 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,910 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,925 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,940 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,955 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,969 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 15:54:21,984 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-26 15:54:21,999 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,012 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,025 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,038 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,054 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,067 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,084 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,099 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,111 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,126 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,143 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,159 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,173 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,189 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,204 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,218 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,234 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,250 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,265 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,279 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,291 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,308 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:22,323 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:22,338 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:22,351 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:22,366 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,381 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 15:54:22,396 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,411 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-26 15:54:22,424 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,438 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,451 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,466 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,480 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,493 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,508 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-26 15:54:22,522 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,537 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,553 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,568 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,583 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,598 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 15:54:22,613 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-26 15:54:22,627 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,643 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,658 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,674 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,690 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:22,700 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,714 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,727 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,742 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,757 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,773 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,786 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,801 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:22,816 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,830 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,846 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,861 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:22,874 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,889 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,904 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,919 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,932 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,947 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:22,963 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-26 15:54:22,978 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-26 15:54:22,992 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,007 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,023 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,037 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,051 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,066 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,079 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,094 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,107 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,122 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,137 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,152 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:23,167 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,183 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,198 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,211 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,224 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:23,239 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,252 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,265 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,279 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,294 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,309 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,325 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,338 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,351 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,368 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,383 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,396 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,411 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,425 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,441 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,456 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:23,472 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,487 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,502 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,512 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 15:54:23,528 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 15:54:23,544 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,557 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,572 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,587 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,602 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,615 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,630 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,645 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,660 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-26 15:54:23,675 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,690 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,706 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,722 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,735 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,750 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,765 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,780 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-26 15:54:23,793 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 15:54:23,808 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-26 15:54:23,824 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,839 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,846 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:23,860 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,873 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.574
2023-07-26 15:54:23,886 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,897 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,912 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,927 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,942 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:23,954 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:23,967 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:23,983 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:23,993 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,009 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,022 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:24,037 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:24,052 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,067 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,082 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,093 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,106 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,121 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,136 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,151 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:24,166 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,179 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,189 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,201 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,214 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,225 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,240 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,253 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,267 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,283 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:24,299 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:24,313 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:24,328 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,343 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,358 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,374 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:24,388 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:24,403 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,418 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,434 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,447 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,461 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:24,476 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-26 15:54:24,489 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,505 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,519 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,534 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,550 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,568 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,583 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,596 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,611 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,626 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,641 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,655 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,668 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,681 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,695 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,710 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,724 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.577
2023-07-26 15:54:24,739 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,754 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,769 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-26 15:54:24,785 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-26 15:54:24,800 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,814 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,830 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,841 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,855 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,870 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-26 15:54:24,882 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,898 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-26 15:54:24,914 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-26 15:54:24,930 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:24,946 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,962 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,977 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-26 15:54:24,992 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,004 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,019 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,032 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,046 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,061 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,074 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,089 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,101 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,115 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,130 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,145 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-26 15:54:25,159 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:25,174 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,187 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,199 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,215 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,228 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:25,241 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:25,257 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,272 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,287 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,300 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-26 15:54:25,313 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:25,328 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-26 15:54:25,344 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,359 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,373 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,386 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,401 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 15:54:25,416 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 15:54:25,432 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 15:54:25,447 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 15:54:25,462 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,477 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,491 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,506 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-26 15:54:25,522 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-26 15:54:25,537 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-26 15:54:25,551 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,566 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,579 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,594 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,610 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,627 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,641 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,657 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,673 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,689 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,702 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,716 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,731 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-26 15:54:25,746 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,761 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,776 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,791 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-26 15:54:25,804 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:25,819 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:25,836 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:25,849 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,864 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,877 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,886 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-26 15:54:25,901 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,916 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,930 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:25,945 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:25,961 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:25,975 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:25,988 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:26,003 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:26,017 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:26,032 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,049 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,063 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,080 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-26 15:54:26,094 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,107 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,122 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,136 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,151 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,163 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,176 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,190 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,205 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,220 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,235 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-26 15:54:26,247 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,262 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,276 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,289 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,305 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,320 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,335 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,349 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,362 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,377 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-26 15:54:26,392 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,406 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,421 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,435 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,451 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,464 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,477 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,490 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,505 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,521 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,536 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,551 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,561 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,575 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,591 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,607 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,620 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,634 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,650 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,665 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,679 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,693 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,708 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,721 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,735 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,748 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,761 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,776 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,790 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,805 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,820 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,833 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,849 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,864 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-26 15:54:26,877 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,892 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-26 15:54:26,908 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,923 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,939 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,952 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,965 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,981 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:26,996 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:27,011 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,024 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,039 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 15:54:27,056 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 15:54:27,069 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,080 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,094 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,111 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,126 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-26 15:54:27,140 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 15:54:27,153 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-26 15:54:27,168 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,181 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,194 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,209 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,224 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,239 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,255 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,271 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,286 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,300 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,315 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,329 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,343 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,359 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:27,375 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,388 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:27,404 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-26 15:54:27,415 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,431 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,446 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,462 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,474 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,490 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,506 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,521 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,533 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,548 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,563 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,574 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,589 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-26 15:54:27,604 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:27,619 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:27,632 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:27,645 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-26 15:54:27,660 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:27,674 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,689 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,702 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,718 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,731 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 15:54:27,745 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,760 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,775 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-26 15:54:27,791 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:27,806 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,822 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,835 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,851 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,866 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,881 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,896 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,910 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,923 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:27,940 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:27,956 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:27,972 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:27,986 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:27,999 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,014 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,030 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,043 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,056 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,071 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,085 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,100 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,115 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,130 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,145 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,158 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,172 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,187 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,199 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,214 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,228 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,243 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,258 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-26 15:54:28,274 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:28,289 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,304 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:28,319 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:28,334 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-26 15:54:28,350 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,366 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,381 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,397 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,412 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,427 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,440 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,455 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,471 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,484 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,498 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,514 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,529 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,543 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,558 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,573 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,587 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,600 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,613 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,625 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,638 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,651 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,665 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:28,680 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:28,693 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:28,706 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,721 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,733 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,746 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:28,762 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:28,777 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,792 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,807 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,821 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,835 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:28,850 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,863 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,880 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,895 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,912 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,926 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,941 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,957 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,972 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:28,988 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,001 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,017 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,032 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,048 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,063 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,076 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,091 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,105 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,119 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,134 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,148 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,163 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,178 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,188 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,202 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,214 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,227 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,243 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-26 15:54:29,272 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,284 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,296 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,309 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,324 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,338 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,352 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,366 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,379 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,393 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,408 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,421 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,435 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,449 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-26 15:54:29,462 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,476 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,488 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-26 15:54:29,504 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-26 15:54:29,535 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,551 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,564 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,578 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,593 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,608 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,623 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,637 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,650 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,666 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,683 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,698 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,710 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,725 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,742 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,758 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,773 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,788 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,796 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,810 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-26 15:54:29,823 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,836 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-26 15:54:29,850 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 15:54:29,865 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-26 15:54:29,879 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-26 15:54:29,895 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-26 15:54:29,911 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.893, mIoU: 0.568
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2023-07-26 15:54:29,942 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-26 15:54:29,987 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,002 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,017 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,032 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,049 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,062 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,077 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,092 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,108 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,122 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,135 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,150 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,166 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,181 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,196 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-26 15:54:30,211 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,226 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,241 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,254 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,269 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,283 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,298 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,314 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,328 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,343 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,356 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,372 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,387 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-26 15:54:30,402 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,417 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,432 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,447 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-26 15:54:30,475 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,490 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-26 15:54:30,504 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,519 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,534 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,549 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,566 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,581 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,596 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,607 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,622 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,636 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,651 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,667 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,682 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,697 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,709 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,719 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,736 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,751 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,766 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,779 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,794 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,809 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,822 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,837 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,852 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,866 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,880 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:30,893 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,908 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,923 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,938 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:30,951 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,966 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,981 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:30,996 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-26 15:54:31,012 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:31,025 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:31,039 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:31,054 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-26 15:54:31,071 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-26 15:54:48,017 semantic_segmentation INFO: Iters: 108810/150000 || Lr: 0.006250 || Task Loss: 0.4396 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:30 || Estimated Time: 20:06:37
2023-07-26 15:55:05,552 semantic_segmentation INFO: Iters: 108820/150000 || Lr: 0.006248 || Task Loss: 0.4447 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:47 || Estimated Time: 20:06:19
2023-07-26 15:55:22,867 semantic_segmentation INFO: Iters: 108830/150000 || Lr: 0.006247 || Task Loss: 0.4409 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:05 || Estimated Time: 20:06:02
2023-07-26 15:55:40,081 semantic_segmentation INFO: Iters: 108840/150000 || Lr: 0.006246 || Task Loss: 0.4522 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:22 || Estimated Time: 20:05:44
2023-07-26 15:55:57,442 semantic_segmentation INFO: Iters: 108850/150000 || Lr: 0.006244 || Task Loss: 0.4282 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:39 || Estimated Time: 20:05:26
2023-07-26 15:56:14,699 semantic_segmentation INFO: Iters: 108860/150000 || Lr: 0.006243 || Task Loss: 0.5565 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:56 || Estimated Time: 20:05:09
2023-07-26 15:56:31,964 semantic_segmentation INFO: Iters: 108870/150000 || Lr: 0.006242 || Task Loss: 0.4880 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:14 || Estimated Time: 20:04:51
2023-07-26 15:56:49,306 semantic_segmentation INFO: Iters: 108880/150000 || Lr: 0.006240 || Task Loss: 0.4024 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:31 || Estimated Time: 20:04:33
2023-07-26 15:57:06,533 semantic_segmentation INFO: Iters: 108890/150000 || Lr: 0.006239 || Task Loss: 0.4977 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:48 || Estimated Time: 20:04:16
2023-07-26 15:57:23,920 semantic_segmentation INFO: Iters: 108900/150000 || Lr: 0.006238 || Task Loss: 0.3248 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:06 || Estimated Time: 20:03:58
2023-07-26 15:57:41,108 semantic_segmentation INFO: Iters: 108910/150000 || Lr: 0.006236 || Task Loss: 0.6616 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:23 || Estimated Time: 20:03:40
2023-07-26 15:57:58,323 semantic_segmentation INFO: Iters: 108920/150000 || Lr: 0.006235 || Task Loss: 0.3103 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:40 || Estimated Time: 20:03:23
2023-07-26 15:58:15,591 semantic_segmentation INFO: Iters: 108930/150000 || Lr: 0.006233 || Task Loss: 0.4710 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:57 || Estimated Time: 20:03:05
2023-07-26 15:58:33,064 semantic_segmentation INFO: Iters: 108940/150000 || Lr: 0.006232 || Task Loss: 0.3935 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:15 || Estimated Time: 20:02:47
2023-07-26 15:58:50,295 semantic_segmentation INFO: Iters: 108950/150000 || Lr: 0.006231 || Task Loss: 0.3992 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:32 || Estimated Time: 20:02:30
2023-07-26 15:59:07,428 semantic_segmentation INFO: Iters: 108960/150000 || Lr: 0.006229 || Task Loss: 0.4131 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:49 || Estimated Time: 20:02:12
2023-07-26 15:59:24,735 semantic_segmentation INFO: Iters: 108970/150000 || Lr: 0.006228 || Task Loss: 0.4929 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:07 || Estimated Time: 20:01:54
2023-07-26 15:59:41,948 semantic_segmentation INFO: Iters: 108980/150000 || Lr: 0.006227 || Task Loss: 0.7079 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:24 || Estimated Time: 20:01:36
2023-07-26 15:59:59,516 semantic_segmentation INFO: Iters: 108990/150000 || Lr: 0.006225 || Task Loss: 0.4887 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:41 || Estimated Time: 20:01:19
2023-07-26 16:00:16,657 semantic_segmentation INFO: Iters: 109000/150000 || Lr: 0.006224 || Task Loss: 0.4061 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:58 || Estimated Time: 20:01:01
2023-07-26 16:00:33,873 semantic_segmentation INFO: Iters: 109010/150000 || Lr: 0.006223 || Task Loss: 0.5354 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:16 || Estimated Time: 20:00:43
2023-07-26 16:00:51,118 semantic_segmentation INFO: Iters: 109020/150000 || Lr: 0.006221 || Task Loss: 0.5122 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:33 || Estimated Time: 20:00:26
2023-07-26 16:01:08,453 semantic_segmentation INFO: Iters: 109030/150000 || Lr: 0.006220 || Task Loss: 0.4408 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:50 || Estimated Time: 20:00:08
2023-07-26 16:01:25,740 semantic_segmentation INFO: Iters: 109040/150000 || Lr: 0.006218 || Task Loss: 0.4677 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:14:08 || Estimated Time: 19:59:50
2023-07-26 16:01:42,779 semantic_segmentation INFO: Iters: 109050/150000 || Lr: 0.006217 || Task Loss: 0.4507 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:14:25 || Estimated Time: 19:59:33
2023-07-26 16:01:59,855 semantic_segmentation INFO: Iters: 109060/150000 || Lr: 0.006216 || Task Loss: 0.6306 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:14:42 || Estimated Time: 19:59:15
2023-07-26 16:02:17,069 semantic_segmentation INFO: Iters: 109070/150000 || Lr: 0.006214 || Task Loss: 0.4106 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:14:59 || Estimated Time: 19:58:57
2023-07-26 16:02:34,270 semantic_segmentation INFO: Iters: 109080/150000 || Lr: 0.006213 || Task Loss: 0.4711 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:16 || Estimated Time: 19:58:39
2023-07-26 16:02:51,593 semantic_segmentation INFO: Iters: 109090/150000 || Lr: 0.006212 || Task Loss: 0.6339 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:33 || Estimated Time: 19:58:22
2023-07-26 16:03:08,731 semantic_segmentation INFO: Iters: 109100/150000 || Lr: 0.006210 || Task Loss: 0.5066 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:51 || Estimated Time: 19:58:04
2023-07-26 16:03:25,794 semantic_segmentation INFO: Iters: 109110/150000 || Lr: 0.006209 || Task Loss: 0.6343 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:08 || Estimated Time: 19:57:46
2023-07-26 16:03:42,994 semantic_segmentation INFO: Iters: 109120/150000 || Lr: 0.006208 || Task Loss: 0.5532 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:25 || Estimated Time: 19:57:28
2023-07-26 16:04:00,184 semantic_segmentation INFO: Iters: 109130/150000 || Lr: 0.006206 || Task Loss: 0.5509 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:42 || Estimated Time: 19:57:11
2023-07-26 16:04:17,293 semantic_segmentation INFO: Iters: 109140/150000 || Lr: 0.006205 || Task Loss: 0.5208 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:59 || Estimated Time: 19:56:53
2023-07-26 16:04:34,683 semantic_segmentation INFO: Iters: 109150/150000 || Lr: 0.006203 || Task Loss: 0.4934 || KD Loss: 0.1280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:16 || Estimated Time: 19:56:35
2023-07-26 16:04:51,776 semantic_segmentation INFO: Iters: 109160/150000 || Lr: 0.006202 || Task Loss: 0.5067 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:34 || Estimated Time: 19:56:18
2023-07-26 16:05:08,876 semantic_segmentation INFO: Iters: 109170/150000 || Lr: 0.006201 || Task Loss: 0.3737 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:51 || Estimated Time: 19:56:00
2023-07-26 16:05:26,221 semantic_segmentation INFO: Iters: 109180/150000 || Lr: 0.006199 || Task Loss: 0.2834 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:08 || Estimated Time: 19:55:42
2023-07-26 16:05:43,403 semantic_segmentation INFO: Iters: 109190/150000 || Lr: 0.006198 || Task Loss: 0.5572 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:25 || Estimated Time: 19:55:24
2023-07-26 16:06:00,595 semantic_segmentation INFO: Iters: 109200/150000 || Lr: 0.006197 || Task Loss: 0.4274 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:42 || Estimated Time: 19:55:07
2023-07-26 16:06:17,789 semantic_segmentation INFO: Iters: 109210/150000 || Lr: 0.006195 || Task Loss: 0.8314 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:00 || Estimated Time: 19:54:49
2023-07-26 16:06:34,850 semantic_segmentation INFO: Iters: 109220/150000 || Lr: 0.006194 || Task Loss: 0.7053 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:17 || Estimated Time: 19:54:31
2023-07-26 16:06:52,399 semantic_segmentation INFO: Iters: 109230/150000 || Lr: 0.006192 || Task Loss: 0.5512 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:34 || Estimated Time: 19:54:14
2023-07-26 16:07:09,448 semantic_segmentation INFO: Iters: 109240/150000 || Lr: 0.006191 || Task Loss: 0.3535 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:51 || Estimated Time: 19:53:56
2023-07-26 16:07:26,712 semantic_segmentation INFO: Iters: 109250/150000 || Lr: 0.006190 || Task Loss: 0.5727 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:08 || Estimated Time: 19:53:38
2023-07-26 16:07:43,860 semantic_segmentation INFO: Iters: 109260/150000 || Lr: 0.006188 || Task Loss: 0.3207 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:26 || Estimated Time: 19:53:20
2023-07-26 16:08:01,052 semantic_segmentation INFO: Iters: 109270/150000 || Lr: 0.006187 || Task Loss: 0.5650 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:43 || Estimated Time: 19:53:03
2023-07-26 16:08:18,248 semantic_segmentation INFO: Iters: 109280/150000 || Lr: 0.006186 || Task Loss: 0.5466 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:00 || Estimated Time: 19:52:45
2023-07-26 16:08:35,449 semantic_segmentation INFO: Iters: 109290/150000 || Lr: 0.006184 || Task Loss: 0.4779 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:17 || Estimated Time: 19:52:27
2023-07-26 16:08:52,756 semantic_segmentation INFO: Iters: 109300/150000 || Lr: 0.006183 || Task Loss: 0.3526 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:35 || Estimated Time: 19:52:10
2023-07-26 16:09:09,942 semantic_segmentation INFO: Iters: 109310/150000 || Lr: 0.006182 || Task Loss: 0.3911 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:52 || Estimated Time: 19:51:52
2023-07-26 16:09:27,132 semantic_segmentation INFO: Iters: 109320/150000 || Lr: 0.006180 || Task Loss: 0.4144 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:09 || Estimated Time: 19:51:34
2023-07-26 16:09:44,458 semantic_segmentation INFO: Iters: 109330/150000 || Lr: 0.006179 || Task Loss: 0.3814 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:26 || Estimated Time: 19:51:17
2023-07-26 16:10:01,643 semantic_segmentation INFO: Iters: 109340/150000 || Lr: 0.006177 || Task Loss: 0.4544 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:43 || Estimated Time: 19:50:59
2023-07-26 16:10:19,034 semantic_segmentation INFO: Iters: 109350/150000 || Lr: 0.006176 || Task Loss: 0.5335 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:01 || Estimated Time: 19:50:41
2023-07-26 16:10:36,406 semantic_segmentation INFO: Iters: 109360/150000 || Lr: 0.006175 || Task Loss: 0.4688 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:18 || Estimated Time: 19:50:24
2023-07-26 16:10:53,573 semantic_segmentation INFO: Iters: 109370/150000 || Lr: 0.006173 || Task Loss: 0.3408 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:35 || Estimated Time: 19:50:06
2023-07-26 16:11:11,238 semantic_segmentation INFO: Iters: 109380/150000 || Lr: 0.006172 || Task Loss: 0.3862 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:53 || Estimated Time: 19:49:48
2023-07-26 16:11:28,414 semantic_segmentation INFO: Iters: 109390/150000 || Lr: 0.006171 || Task Loss: 0.4152 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:10 || Estimated Time: 19:49:31
2023-07-26 16:11:45,903 semantic_segmentation INFO: Iters: 109400/150000 || Lr: 0.006169 || Task Loss: 0.3741 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:28 || Estimated Time: 19:49:13
2023-07-26 16:12:03,113 semantic_segmentation INFO: Iters: 109410/150000 || Lr: 0.006168 || Task Loss: 0.3495 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:45 || Estimated Time: 19:48:55
2023-07-26 16:12:20,326 semantic_segmentation INFO: Iters: 109420/150000 || Lr: 0.006166 || Task Loss: 0.4247 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:02 || Estimated Time: 19:48:38
2023-07-26 16:12:37,612 semantic_segmentation INFO: Iters: 109430/150000 || Lr: 0.006165 || Task Loss: 0.4202 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:19 || Estimated Time: 19:48:20
2023-07-26 16:12:54,914 semantic_segmentation INFO: Iters: 109440/150000 || Lr: 0.006164 || Task Loss: 0.3164 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:37 || Estimated Time: 19:48:02
2023-07-26 16:13:12,154 semantic_segmentation INFO: Iters: 109450/150000 || Lr: 0.006162 || Task Loss: 0.3398 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:54 || Estimated Time: 19:47:44
2023-07-26 16:13:29,558 semantic_segmentation INFO: Iters: 109460/150000 || Lr: 0.006161 || Task Loss: 0.3905 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:26:11 || Estimated Time: 19:47:27
2023-07-26 16:13:46,733 semantic_segmentation INFO: Iters: 109470/150000 || Lr: 0.006160 || Task Loss: 0.4524 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:26:29 || Estimated Time: 19:47:09
2023-07-26 16:14:04,694 semantic_segmentation INFO: Iters: 109480/150000 || Lr: 0.006158 || Task Loss: 0.3818 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:26:46 || Estimated Time: 19:46:52
2023-07-26 16:14:21,765 semantic_segmentation INFO: Iters: 109490/150000 || Lr: 0.006157 || Task Loss: 0.4937 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:27:04 || Estimated Time: 19:46:34
2023-07-26 16:14:38,760 semantic_segmentation INFO: Iters: 109500/150000 || Lr: 0.006156 || Task Loss: 0.3870 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:27:21 || Estimated Time: 19:46:16
2023-07-26 16:14:55,976 semantic_segmentation INFO: Iters: 109510/150000 || Lr: 0.006154 || Task Loss: 0.5952 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:27:38 || Estimated Time: 19:45:58
2023-07-26 16:15:13,454 semantic_segmentation INFO: Iters: 109520/150000 || Lr: 0.006153 || Task Loss: 0.3621 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:27:55 || Estimated Time: 19:45:41
2023-07-26 16:15:30,668 semantic_segmentation INFO: Iters: 109530/150000 || Lr: 0.006151 || Task Loss: 0.4420 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:12 || Estimated Time: 19:45:23
2023-07-26 16:15:47,971 semantic_segmentation INFO: Iters: 109540/150000 || Lr: 0.006150 || Task Loss: 0.3197 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:30 || Estimated Time: 19:45:05
2023-07-26 16:16:05,200 semantic_segmentation INFO: Iters: 109550/150000 || Lr: 0.006149 || Task Loss: 0.3899 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:47 || Estimated Time: 19:44:48
2023-07-26 16:16:22,470 semantic_segmentation INFO: Iters: 109560/150000 || Lr: 0.006147 || Task Loss: 0.3624 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:04 || Estimated Time: 19:44:30
2023-07-26 16:16:39,680 semantic_segmentation INFO: Iters: 109570/150000 || Lr: 0.006146 || Task Loss: 0.3500 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:21 || Estimated Time: 19:44:12
2023-07-26 16:16:56,998 semantic_segmentation INFO: Iters: 109580/150000 || Lr: 0.006145 || Task Loss: 0.3540 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:39 || Estimated Time: 19:43:55
2023-07-26 16:17:14,205 semantic_segmentation INFO: Iters: 109590/150000 || Lr: 0.006143 || Task Loss: 0.5076 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:56 || Estimated Time: 19:43:37
2023-07-26 16:17:31,366 semantic_segmentation INFO: Iters: 109600/150000 || Lr: 0.006142 || Task Loss: 0.3542 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:13 || Estimated Time: 19:43:19
2023-07-26 16:17:31,490 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 16:17:31,877 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-26 16:17:31,890 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.134
2023-07-26 16:17:31,903 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.138
2023-07-26 16:17:31,917 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.138
2023-07-26 16:17:31,930 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.207
2023-07-26 16:17:31,942 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.254
2023-07-26 16:17:31,956 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.293
2023-07-26 16:17:31,970 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.297
2023-07-26 16:17:31,982 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.326
2023-07-26 16:17:31,996 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.370
2023-07-26 16:17:32,010 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.937, mIoU: 0.373
2023-07-26 16:17:32,024 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.390
2023-07-26 16:17:32,036 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.919, mIoU: 0.389
2023-07-26 16:17:32,050 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.387
2023-07-26 16:17:32,064 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.921, mIoU: 0.382
2023-07-26 16:17:32,075 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.366
2023-07-26 16:17:32,086 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.364
2023-07-26 16:17:32,099 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.364
2023-07-26 16:17:32,113 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.919, mIoU: 0.370
2023-07-26 16:17:32,130 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.414
2023-07-26 16:17:32,144 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.923, mIoU: 0.419
2023-07-26 16:17:32,159 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.431
2023-07-26 16:17:32,174 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.463
2023-07-26 16:17:32,190 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.466
2023-07-26 16:17:32,205 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.470
2023-07-26 16:17:32,219 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.473
2023-07-26 16:17:32,234 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.472
2023-07-26 16:17:32,245 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.472
2023-07-26 16:17:32,260 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.460
2023-07-26 16:17:32,275 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.461
2023-07-26 16:17:32,289 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.462
2023-07-26 16:17:32,304 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.462
2023-07-26 16:17:32,319 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.472
2023-07-26 16:17:32,334 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.470
2023-07-26 16:17:32,349 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.499
2023-07-26 16:17:32,364 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.499
2023-07-26 16:17:32,377 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.498
2023-07-26 16:17:32,390 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.543
2023-07-26 16:17:32,406 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.526
2023-07-26 16:17:32,419 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.525
2023-07-26 16:17:32,432 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-26 16:17:32,447 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.552
2023-07-26 16:17:32,461 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.547
2023-07-26 16:17:32,474 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.547
2023-07-26 16:17:32,489 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.555
2023-07-26 16:17:32,505 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.560
2023-07-26 16:17:32,519 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-26 16:17:32,532 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-26 16:17:32,547 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-26 16:17:32,563 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.568
2023-07-26 16:17:32,580 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-26 16:17:32,596 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.564
2023-07-26 16:17:32,609 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.562
2023-07-26 16:17:32,626 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-26 16:17:32,642 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-26 16:17:32,655 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.565
2023-07-26 16:17:32,671 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-26 16:17:32,689 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-26 16:17:32,703 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-26 16:17:32,719 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.598
2023-07-26 16:17:32,733 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-26 16:17:32,749 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.600
2023-07-26 16:17:32,762 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.599
2023-07-26 16:17:32,781 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.606
2023-07-26 16:17:32,795 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.606
2023-07-26 16:17:32,810 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.606
2023-07-26 16:17:32,826 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-26 16:17:32,839 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-26 16:17:32,855 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.653
2023-07-26 16:17:32,870 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.651
2023-07-26 16:17:32,886 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 16:17:32,899 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 16:17:32,915 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 16:17:32,930 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.656
2023-07-26 16:17:32,945 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.657
2023-07-26 16:17:32,960 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.648
2023-07-26 16:17:32,976 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 16:17:32,986 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:33,003 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:33,020 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:33,034 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:17:33,050 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:33,066 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:33,082 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 16:17:33,098 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 16:17:33,114 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 16:17:33,130 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 16:17:33,146 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 16:17:33,161 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 16:17:33,175 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 16:17:33,190 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:33,206 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:33,221 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-26 16:17:33,237 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-26 16:17:33,252 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.655
2023-07-26 16:17:33,267 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.655
2023-07-26 16:17:33,280 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.912, mIoU: 0.656
2023-07-26 16:17:33,293 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-26 16:17:33,309 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-26 16:17:33,322 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-26 16:17:33,337 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 16:17:33,352 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 16:17:33,365 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 16:17:33,381 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-26 16:17:33,396 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 16:17:33,409 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.914, mIoU: 0.650
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2023-07-26 16:17:33,453 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:33,466 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:33,479 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:33,492 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:33,508 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:33,523 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:33,539 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 16:17:33,566 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:33,582 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:33,595 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:33,611 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:33,626 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 16:17:33,640 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 16:17:33,654 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 16:17:33,670 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 16:17:33,686 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-26 16:17:33,723 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-26 16:17:33,831 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 16:17:33,846 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 16:17:33,874 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-26 16:17:33,917 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 16:17:33,932 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 16:17:33,948 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-26 16:17:33,993 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:17:34,008 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:17:34,018 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 16:17:34,033 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 16:17:34,048 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 16:17:34,062 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-26 16:17:34,090 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 16:17:34,103 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 16:17:34,118 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 16:17:34,134 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 16:17:34,149 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 16:17:34,180 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 16:17:34,195 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 16:17:34,224 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 16:17:34,239 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 16:17:34,252 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 16:17:34,265 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:17:34,278 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-26 16:17:34,309 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 16:17:34,324 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 16:17:34,340 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 16:17:34,354 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.631
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2023-07-26 16:17:34,430 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-26 16:17:34,530 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.916, mIoU: 0.634
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2023-07-26 16:17:34,666 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.917, mIoU: 0.635
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2023-07-26 16:17:34,735 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.918, mIoU: 0.632
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2023-07-26 16:17:34,768 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-26 16:17:34,784 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-26 16:17:34,799 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 16:17:34,814 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 16:17:34,830 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 16:17:34,845 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 16:17:34,861 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 16:17:34,874 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 16:17:35,000 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 16:17:35,265 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-26 16:17:35,335 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.911, mIoU: 0.624
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2023-07-26 16:17:35,365 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-26 16:17:35,457 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 16:17:35,473 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.909, mIoU: 0.626
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2023-07-26 16:17:38,371 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,384 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,401 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,417 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 16:17:38,433 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 16:17:38,448 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 16:17:38,461 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 16:17:38,476 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-26 16:17:38,489 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,499 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,513 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 16:17:38,528 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-26 16:17:38,543 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 16:17:38,588 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,603 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 16:17:38,612 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 16:17:38,622 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 16:17:38,635 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,648 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,663 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,676 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 16:17:38,692 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 16:17:38,708 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 16:17:38,723 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 16:17:38,739 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 16:17:38,754 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 16:17:38,767 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 16:17:38,782 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,797 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,811 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 16:17:38,827 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 16:17:38,838 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 16:17:38,853 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 16:17:38,868 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 16:17:38,883 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 16:17:38,898 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 16:17:38,913 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 16:17:38,923 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 16:17:38,937 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 16:17:38,952 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 16:17:38,967 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 16:17:38,980 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 16:17:38,993 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 16:17:39,007 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 16:17:39,023 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 16:17:39,038 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 16:17:39,053 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 16:17:39,062 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 16:17:39,078 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 16:17:39,093 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:17:39,107 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:17:39,122 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:17:39,138 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,152 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,167 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 16:17:39,181 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 16:17:39,197 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,213 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,229 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 16:17:39,245 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 16:17:39,259 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 16:17:39,272 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,287 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 16:17:39,303 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,317 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,332 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,349 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 16:17:39,366 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,381 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:17:39,394 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:17:39,409 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,425 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,440 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:17:39,455 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,471 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,484 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,499 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,514 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 16:17:39,527 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 16:17:39,542 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 16:17:39,554 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 16:17:39,569 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 16:17:39,582 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 16:17:39,593 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-26 16:17:39,620 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 16:17:39,635 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 16:17:39,665 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,674 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,690 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 16:17:39,706 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,722 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,737 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,753 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,766 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,780 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,795 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,811 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,827 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,839 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,853 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,869 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,883 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,899 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 16:17:39,912 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 16:17:39,927 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 16:17:39,943 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 16:17:39,959 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 16:17:39,972 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 16:17:39,988 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,003 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,016 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,032 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,047 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,062 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-26 16:17:40,090 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:17:40,106 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:17:40,121 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:17:40,138 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,148 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:17:40,163 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 16:17:40,179 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,192 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,207 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,220 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,236 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,251 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,266 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,279 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,292 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,305 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,321 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-26 16:17:40,336 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,352 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,367 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,383 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,396 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-26 16:17:40,411 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,427 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,440 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 16:17:40,456 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,471 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 16:17:40,486 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,501 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-26 16:17:40,517 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,528 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,544 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,559 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,573 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,588 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,603 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,615 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,630 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 16:17:40,646 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 16:17:40,661 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 16:17:40,675 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 16:17:40,705 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:40,721 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:40,736 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:40,752 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:40,767 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.913, mIoU: 0.638
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2023-07-26 16:17:40,842 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:17:40,947 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:40,963 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.638
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2023-07-26 16:17:41,008 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:17:41,036 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 16:17:41,050 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-26 16:17:41,099 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.913, mIoU: 0.641
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2023-07-26 16:17:41,141 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:17:41,201 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:17:41,248 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:41,264 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:17:41,281 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,295 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,309 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:17:41,322 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:17:41,336 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,351 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:41,367 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,382 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 16:17:41,396 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,411 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,424 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,438 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:17:41,453 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:41,465 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,478 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,492 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,507 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,522 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,535 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,550 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:41,565 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:41,580 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:41,593 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:41,605 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:41,613 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:41,628 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:41,643 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,657 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,673 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,688 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,703 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,718 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,734 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,748 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,764 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,779 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,795 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:41,811 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:41,824 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:41,838 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:41,851 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:41,866 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:41,880 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:41,894 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:41,908 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:41,923 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:41,939 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:41,951 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:41,965 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:41,978 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:41,990 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,005 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:42,020 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:42,035 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:42,050 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,064 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,079 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,092 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,108 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,123 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,141 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,157 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,173 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,190 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:42,203 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,217 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,230 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:42,246 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:42,264 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,277 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,291 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,307 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,322 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,337 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,352 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,367 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,380 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,395 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,408 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:42,422 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 16:17:42,437 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,450 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,466 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,479 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,494 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,509 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,522 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,536 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,552 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,568 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,584 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,599 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:42,612 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,625 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,639 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,653 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,668 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,686 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,699 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,715 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,728 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,744 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,760 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,773 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,787 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,803 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,818 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,831 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:42,847 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,862 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:42,876 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:42,890 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:42,905 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:42,921 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:42,938 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:42,952 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:42,967 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:42,981 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:42,997 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,011 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,025 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:43,040 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,056 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,069 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,085 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:43,100 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,116 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,132 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,145 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,158 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,174 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,187 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,200 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,214 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,230 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,244 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,257 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,272 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,288 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,303 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,319 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,333 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,346 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,362 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,377 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,393 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,409 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,422 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,435 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,447 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,463 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,478 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,493 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,507 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,518 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,531 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,546 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,561 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:43,574 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:43,590 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:43,604 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:43,620 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,633 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,649 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:43,663 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,678 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,694 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,707 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:43,723 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,738 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,754 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,769 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,784 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,798 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:43,813 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,828 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,842 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:43,857 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,870 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,884 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,897 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,913 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,926 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,942 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:43,957 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,969 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,983 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:43,999 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,015 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,029 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,044 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,059 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,073 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,087 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,103 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,117 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:17:44,130 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,142 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,159 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:44,175 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:44,190 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:44,204 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:44,220 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:44,235 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,251 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,266 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,279 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,295 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,308 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,324 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:17:44,339 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,352 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,368 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,381 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,396 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,412 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,427 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,442 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,457 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,472 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,486 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,502 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,516 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,532 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,546 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,556 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,570 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,583 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,598 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,614 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,630 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,644 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,659 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,674 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,689 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:17:44,705 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,721 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,734 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,750 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,765 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,780 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,793 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,809 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:17:44,824 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,840 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,854 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,869 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,885 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,898 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:17:44,913 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,928 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,941 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,955 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,968 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,982 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:44,997 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,011 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,026 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,042 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,057 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,070 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,083 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,098 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,112 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,125 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,140 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,155 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,170 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,186 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,199 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,212 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,228 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,242 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,256 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,270 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,284 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,299 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,313 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,329 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,344 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,359 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,368 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,384 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,399 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,413 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,428 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,443 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,459 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,473 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,488 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,504 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,520 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,536 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,551 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,568 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,584 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,598 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,612 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,627 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,641 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 16:17:45,653 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,668 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,683 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,698 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,705 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,718 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 16:17:45,731 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,743 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,754 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:45,768 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,782 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,797 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:45,808 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,821 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,835 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,846 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,861 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,874 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,889 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,904 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,919 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,933 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,945 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,957 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:45,972 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:45,987 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,002 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,016 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:46,029 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,039 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,050 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,063 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,075 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,090 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,104 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,119 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,135 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:46,150 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:46,164 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:46,180 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,195 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,210 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,226 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,240 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,254 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:17:46,269 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:17:46,284 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,297 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:17:46,310 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:17:46,325 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,337 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:17:46,353 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:17:46,366 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,381 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,395 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,413 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,428 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,442 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,458 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,473 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,490 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,505 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,519 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,532 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,548 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,564 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,580 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:17:46,595 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,611 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,627 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:17:46,642 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,656 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,669 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,684 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:46,694 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,707 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:17:46,722 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:17:46,734 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:17:46,748 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,763 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,778 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,793 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,809 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:46,824 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,838 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,851 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,866 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,879 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,894 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,908 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,921 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,936 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,949 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,963 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:46,978 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:46,993 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:47,008 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:47,023 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:47,035 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:47,048 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 16:17:47,064 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:17:47,077 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,090 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,107 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,122 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,137 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,151 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,164 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,180 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,195 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,212 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,225 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,239 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,254 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,268 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,284 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,298 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:47,313 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:47,329 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:47,343 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:47,357 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:17:47,373 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:47,388 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:17:47,402 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,417 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,430 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,445 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,460 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,476 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,489 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 16:17:47,504 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,519 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,536 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,550 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,565 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,580 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,595 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,611 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,626 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,642 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,655 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,670 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 16:17:47,700 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,715 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,728 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,736 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,751 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,767 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,780 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:47,795 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,810 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,823 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,836 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,851 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,866 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,881 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,898 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,912 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,929 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,944 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,957 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:17:47,972 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:47,987 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:48,002 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 16:17:48,028 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 16:17:48,143 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:17:48,158 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 16:17:48,233 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 16:17:48,320 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:48,333 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.915, mIoU: 0.644
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2023-07-26 16:17:48,390 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:17:48,405 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:48,416 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:48,429 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:17:48,445 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-26 16:17:48,883 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-26 16:17:49,002 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-26 16:17:49,030 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 16:17:49,311 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.644
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2023-07-26 16:17:49,672 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-26 16:17:49,702 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-26 16:17:49,733 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,748 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,764 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,777 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,791 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:49,807 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:49,822 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:17:49,838 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,851 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,865 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,880 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,896 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,909 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,923 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,938 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:49,952 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:49,967 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,982 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:49,997 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,012 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:50,025 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,039 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,054 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,067 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:50,081 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:50,096 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,111 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:17:50,126 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:17:50,141 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,155 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,170 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,184 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,199 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,213 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,229 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,243 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:17:50,259 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,274 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,287 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,300 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,315 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,332 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,345 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,361 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,377 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,393 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,409 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,424 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,439 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,455 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,468 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,482 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,496 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,510 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,524 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,539 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,554 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,567 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,580 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,595 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,606 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,620 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,635 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,651 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,665 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:50,680 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,693 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,709 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,723 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,736 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,752 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,768 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,784 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:50,798 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,813 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,829 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:50,844 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:50,859 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:17:50,872 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,888 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,904 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,919 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:50,934 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,947 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,963 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,978 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:50,993 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,009 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,024 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,039 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,055 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,065 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,079 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,092 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,106 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:17:51,123 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,138 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,153 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,166 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,180 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,194 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,210 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,224 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,239 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,255 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,268 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,283 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,299 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,313 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,328 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,343 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,356 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,371 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,383 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,399 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-26 16:17:51,429 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,444 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:17:51,457 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,470 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 16:17:51,499 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:51,513 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,526 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,539 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,554 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,570 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,585 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,598 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,613 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,630 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,646 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,661 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,677 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,685 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.913, mIoU: 0.638
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2023-07-26 16:17:51,713 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.913, mIoU: 0.638
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2023-07-26 16:17:51,741 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:17:51,756 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:17:51,771 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:51,786 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:51,802 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:51,817 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 16:17:51,832 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 16:17:51,860 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,876 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:51,891 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,906 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,921 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,938 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,951 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,965 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:17:51,980 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 16:17:52,098 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 16:17:52,243 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,258 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 16:17:52,387 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,403 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 16:17:52,448 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,463 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 16:17:52,501 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,514 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,528 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,544 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,558 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,573 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,585 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,594 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,611 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,626 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,640 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,654 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,669 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,683 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,696 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,711 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,725 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,739 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,754 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,766 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 16:17:52,781 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,796 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,811 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,825 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,840 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,855 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 16:17:52,871 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,887 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,900 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,914 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,929 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 16:17:52,946 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 16:18:10,143 semantic_segmentation INFO: Iters: 109610/150000 || Lr: 0.006141 || Task Loss: 0.3148 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:52 || Estimated Time: 19:43:09
2023-07-26 16:18:27,353 semantic_segmentation INFO: Iters: 109620/150000 || Lr: 0.006139 || Task Loss: 0.4553 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:09 || Estimated Time: 19:42:52
2023-07-26 16:18:44,904 semantic_segmentation INFO: Iters: 109630/150000 || Lr: 0.006138 || Task Loss: 0.3776 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:27 || Estimated Time: 19:42:34
2023-07-26 16:19:01,948 semantic_segmentation INFO: Iters: 109640/150000 || Lr: 0.006136 || Task Loss: 0.3627 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:44 || Estimated Time: 19:42:16
2023-07-26 16:19:19,039 semantic_segmentation INFO: Iters: 109650/150000 || Lr: 0.006135 || Task Loss: 0.3074 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:01 || Estimated Time: 19:41:59
2023-07-26 16:19:36,421 semantic_segmentation INFO: Iters: 109660/150000 || Lr: 0.006134 || Task Loss: 0.4098 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:18 || Estimated Time: 19:41:41
2023-07-26 16:19:53,618 semantic_segmentation INFO: Iters: 109670/150000 || Lr: 0.006132 || Task Loss: 0.4945 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:35 || Estimated Time: 19:41:23
2023-07-26 16:20:10,726 semantic_segmentation INFO: Iters: 109680/150000 || Lr: 0.006131 || Task Loss: 0.5625 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:53 || Estimated Time: 19:41:06
2023-07-26 16:20:27,931 semantic_segmentation INFO: Iters: 109690/150000 || Lr: 0.006130 || Task Loss: 0.4544 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:10 || Estimated Time: 19:40:48
2023-07-26 16:20:45,153 semantic_segmentation INFO: Iters: 109700/150000 || Lr: 0.006128 || Task Loss: 0.2569 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:27 || Estimated Time: 19:40:30
2023-07-26 16:21:02,364 semantic_segmentation INFO: Iters: 109710/150000 || Lr: 0.006127 || Task Loss: 0.2913 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:44 || Estimated Time: 19:40:12
2023-07-26 16:21:19,550 semantic_segmentation INFO: Iters: 109720/150000 || Lr: 0.006125 || Task Loss: 0.2301 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:01 || Estimated Time: 19:39:55
2023-07-26 16:21:36,771 semantic_segmentation INFO: Iters: 109730/150000 || Lr: 0.006124 || Task Loss: 0.4584 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:19 || Estimated Time: 19:39:37
2023-07-26 16:21:53,940 semantic_segmentation INFO: Iters: 109740/150000 || Lr: 0.006123 || Task Loss: 0.3956 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:36 || Estimated Time: 19:39:19
2023-07-26 16:22:11,055 semantic_segmentation INFO: Iters: 109750/150000 || Lr: 0.006121 || Task Loss: 0.3665 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:53 || Estimated Time: 19:39:02
2023-07-26 16:22:28,164 semantic_segmentation INFO: Iters: 109760/150000 || Lr: 0.006120 || Task Loss: 0.3581 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:10 || Estimated Time: 19:38:44
2023-07-26 16:22:45,392 semantic_segmentation INFO: Iters: 109770/150000 || Lr: 0.006119 || Task Loss: 0.3448 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:27 || Estimated Time: 19:38:26
2023-07-26 16:23:02,945 semantic_segmentation INFO: Iters: 109780/150000 || Lr: 0.006117 || Task Loss: 0.4462 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:45 || Estimated Time: 19:38:08
2023-07-26 16:23:19,986 semantic_segmentation INFO: Iters: 109790/150000 || Lr: 0.006116 || Task Loss: 0.4345 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:02 || Estimated Time: 19:37:51
2023-07-26 16:23:37,479 semantic_segmentation INFO: Iters: 109800/150000 || Lr: 0.006115 || Task Loss: 0.3968 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:19 || Estimated Time: 19:37:33
2023-07-26 16:23:54,985 semantic_segmentation INFO: Iters: 109810/150000 || Lr: 0.006113 || Task Loss: 0.3956 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:37 || Estimated Time: 19:37:15
2023-07-26 16:24:12,034 semantic_segmentation INFO: Iters: 109820/150000 || Lr: 0.006112 || Task Loss: 0.2544 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:54 || Estimated Time: 19:36:58
2023-07-26 16:24:29,277 semantic_segmentation INFO: Iters: 109830/150000 || Lr: 0.006110 || Task Loss: 0.3432 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:37:11 || Estimated Time: 19:36:40
2023-07-26 16:24:46,491 semantic_segmentation INFO: Iters: 109840/150000 || Lr: 0.006109 || Task Loss: 0.4434 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:37:28 || Estimated Time: 19:36:22
2023-07-26 16:25:03,705 semantic_segmentation INFO: Iters: 109850/150000 || Lr: 0.006108 || Task Loss: 0.3688 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:37:45 || Estimated Time: 19:36:05
2023-07-26 16:25:20,998 semantic_segmentation INFO: Iters: 109860/150000 || Lr: 0.006106 || Task Loss: 0.3124 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:03 || Estimated Time: 19:35:47
2023-07-26 16:25:38,215 semantic_segmentation INFO: Iters: 109870/150000 || Lr: 0.006105 || Task Loss: 0.3508 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:20 || Estimated Time: 19:35:29
2023-07-26 16:25:55,403 semantic_segmentation INFO: Iters: 109880/150000 || Lr: 0.006104 || Task Loss: 0.3649 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:37 || Estimated Time: 19:35:12
2023-07-26 16:26:12,797 semantic_segmentation INFO: Iters: 109890/150000 || Lr: 0.006102 || Task Loss: 0.4122 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:55 || Estimated Time: 19:34:54
2023-07-26 16:26:30,401 semantic_segmentation INFO: Iters: 109900/150000 || Lr: 0.006101 || Task Loss: 0.3562 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:39:12 || Estimated Time: 19:34:36
2023-07-26 16:26:47,472 semantic_segmentation INFO: Iters: 109910/150000 || Lr: 0.006099 || Task Loss: 0.4588 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:39:29 || Estimated Time: 19:34:19
2023-07-26 16:27:04,662 semantic_segmentation INFO: Iters: 109920/150000 || Lr: 0.006098 || Task Loss: 0.6913 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:39:46 || Estimated Time: 19:34:01
2023-07-26 16:27:21,925 semantic_segmentation INFO: Iters: 109930/150000 || Lr: 0.006097 || Task Loss: 0.4185 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:04 || Estimated Time: 19:33:43
2023-07-26 16:27:39,129 semantic_segmentation INFO: Iters: 109940/150000 || Lr: 0.006095 || Task Loss: 0.4113 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:21 || Estimated Time: 19:33:25
2023-07-26 16:27:56,421 semantic_segmentation INFO: Iters: 109950/150000 || Lr: 0.006094 || Task Loss: 0.3761 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:38 || Estimated Time: 19:33:08
2023-07-26 16:28:13,482 semantic_segmentation INFO: Iters: 109960/150000 || Lr: 0.006093 || Task Loss: 0.2925 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:55 || Estimated Time: 19:32:50
2023-07-26 16:28:30,698 semantic_segmentation INFO: Iters: 109970/150000 || Lr: 0.006091 || Task Loss: 0.3155 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:12 || Estimated Time: 19:32:32
2023-07-26 16:28:47,877 semantic_segmentation INFO: Iters: 109980/150000 || Lr: 0.006090 || Task Loss: 0.3515 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:30 || Estimated Time: 19:32:15
2023-07-26 16:29:05,154 semantic_segmentation INFO: Iters: 109990/150000 || Lr: 0.006088 || Task Loss: 0.5170 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:47 || Estimated Time: 19:31:57
2023-07-26 16:29:22,359 semantic_segmentation INFO: Iters: 110000/150000 || Lr: 0.006087 || Task Loss: 0.4561 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:04 || Estimated Time: 19:31:39
2023-07-26 16:29:39,554 semantic_segmentation INFO: Iters: 110010/150000 || Lr: 0.006086 || Task Loss: 0.3696 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:21 || Estimated Time: 19:31:21
2023-07-26 16:29:56,755 semantic_segmentation INFO: Iters: 110020/150000 || Lr: 0.006084 || Task Loss: 0.4146 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:39 || Estimated Time: 19:31:04
2023-07-26 16:30:13,989 semantic_segmentation INFO: Iters: 110030/150000 || Lr: 0.006083 || Task Loss: 0.3896 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:56 || Estimated Time: 19:30:46
2023-07-26 16:30:31,617 semantic_segmentation INFO: Iters: 110040/150000 || Lr: 0.006082 || Task Loss: 0.5165 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:13 || Estimated Time: 19:30:28
2023-07-26 16:30:48,703 semantic_segmentation INFO: Iters: 110050/150000 || Lr: 0.006080 || Task Loss: 0.4054 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:30 || Estimated Time: 19:30:11
2023-07-26 16:31:06,337 semantic_segmentation INFO: Iters: 110060/150000 || Lr: 0.006079 || Task Loss: 0.3824 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:48 || Estimated Time: 19:29:53
2023-07-26 16:31:23,314 semantic_segmentation INFO: Iters: 110070/150000 || Lr: 0.006078 || Task Loss: 0.4429 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:05 || Estimated Time: 19:29:35
2023-07-26 16:31:40,525 semantic_segmentation INFO: Iters: 110080/150000 || Lr: 0.006076 || Task Loss: 0.3458 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:22 || Estimated Time: 19:29:18
2023-07-26 16:31:57,717 semantic_segmentation INFO: Iters: 110090/150000 || Lr: 0.006075 || Task Loss: 0.5735 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:39 || Estimated Time: 19:29:00
2023-07-26 16:32:14,933 semantic_segmentation INFO: Iters: 110100/150000 || Lr: 0.006073 || Task Loss: 0.4078 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:57 || Estimated Time: 19:28:42
2023-07-26 16:32:32,130 semantic_segmentation INFO: Iters: 110110/150000 || Lr: 0.006072 || Task Loss: 0.5607 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:14 || Estimated Time: 19:28:25
2023-07-26 16:32:49,800 semantic_segmentation INFO: Iters: 110120/150000 || Lr: 0.006071 || Task Loss: 0.2654 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:32 || Estimated Time: 19:28:07
2023-07-26 16:33:07,152 semantic_segmentation INFO: Iters: 110130/150000 || Lr: 0.006069 || Task Loss: 0.4071 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:49 || Estimated Time: 19:27:49
2023-07-26 16:33:24,245 semantic_segmentation INFO: Iters: 110140/150000 || Lr: 0.006068 || Task Loss: 0.3297 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:06 || Estimated Time: 19:27:32
2023-07-26 16:33:41,443 semantic_segmentation INFO: Iters: 110150/150000 || Lr: 0.006067 || Task Loss: 0.3583 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:23 || Estimated Time: 19:27:14
2023-07-26 16:33:58,661 semantic_segmentation INFO: Iters: 110160/150000 || Lr: 0.006065 || Task Loss: 0.4955 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:40 || Estimated Time: 19:26:56
2023-07-26 16:34:15,845 semantic_segmentation INFO: Iters: 110170/150000 || Lr: 0.006064 || Task Loss: 0.4343 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:58 || Estimated Time: 19:26:38
2023-07-26 16:34:33,251 semantic_segmentation INFO: Iters: 110180/150000 || Lr: 0.006062 || Task Loss: 0.4342 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:15 || Estimated Time: 19:26:21
2023-07-26 16:34:50,362 semantic_segmentation INFO: Iters: 110190/150000 || Lr: 0.006061 || Task Loss: 0.4886 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:32 || Estimated Time: 19:26:03
2023-07-26 16:35:07,838 semantic_segmentation INFO: Iters: 110200/150000 || Lr: 0.006060 || Task Loss: 0.3086 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:50 || Estimated Time: 19:25:45
2023-07-26 16:35:25,310 semantic_segmentation INFO: Iters: 110210/150000 || Lr: 0.006058 || Task Loss: 0.5015 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:07 || Estimated Time: 19:25:28
2023-07-26 16:35:42,389 semantic_segmentation INFO: Iters: 110220/150000 || Lr: 0.006057 || Task Loss: 0.4018 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:24 || Estimated Time: 19:25:10
2023-07-26 16:35:59,669 semantic_segmentation INFO: Iters: 110230/150000 || Lr: 0.006056 || Task Loss: 0.4631 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:41 || Estimated Time: 19:24:52
2023-07-26 16:36:16,949 semantic_segmentation INFO: Iters: 110240/150000 || Lr: 0.006054 || Task Loss: 0.3411 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:59 || Estimated Time: 19:24:35
2023-07-26 16:36:34,198 semantic_segmentation INFO: Iters: 110250/150000 || Lr: 0.006053 || Task Loss: 0.2820 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:16 || Estimated Time: 19:24:17
2023-07-26 16:36:51,440 semantic_segmentation INFO: Iters: 110260/150000 || Lr: 0.006051 || Task Loss: 0.4142 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:33 || Estimated Time: 19:23:59
2023-07-26 16:37:08,562 semantic_segmentation INFO: Iters: 110270/150000 || Lr: 0.006050 || Task Loss: 0.2388 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:50 || Estimated Time: 19:23:42
2023-07-26 16:37:25,755 semantic_segmentation INFO: Iters: 110280/150000 || Lr: 0.006049 || Task Loss: 0.4611 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:08 || Estimated Time: 19:23:24
2023-07-26 16:37:42,890 semantic_segmentation INFO: Iters: 110290/150000 || Lr: 0.006047 || Task Loss: 0.3207 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:25 || Estimated Time: 19:23:06
2023-07-26 16:38:00,061 semantic_segmentation INFO: Iters: 110300/150000 || Lr: 0.006046 || Task Loss: 0.4738 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:42 || Estimated Time: 19:22:48
2023-07-26 16:38:17,275 semantic_segmentation INFO: Iters: 110310/150000 || Lr: 0.006045 || Task Loss: 0.3415 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:59 || Estimated Time: 19:22:31
2023-07-26 16:38:34,474 semantic_segmentation INFO: Iters: 110320/150000 || Lr: 0.006043 || Task Loss: 0.4402 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:16 || Estimated Time: 19:22:13
2023-07-26 16:38:51,791 semantic_segmentation INFO: Iters: 110330/150000 || Lr: 0.006042 || Task Loss: 0.5428 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:34 || Estimated Time: 19:21:55
2023-07-26 16:39:08,909 semantic_segmentation INFO: Iters: 110340/150000 || Lr: 0.006041 || Task Loss: 0.3585 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:51 || Estimated Time: 19:21:38
2023-07-26 16:39:25,981 semantic_segmentation INFO: Iters: 110350/150000 || Lr: 0.006039 || Task Loss: 0.4420 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:08 || Estimated Time: 19:21:20
2023-07-26 16:39:43,377 semantic_segmentation INFO: Iters: 110360/150000 || Lr: 0.006038 || Task Loss: 0.4044 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:25 || Estimated Time: 19:21:02
2023-07-26 16:40:00,470 semantic_segmentation INFO: Iters: 110370/150000 || Lr: 0.006036 || Task Loss: 0.3818 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:42 || Estimated Time: 19:20:45
2023-07-26 16:40:17,889 semantic_segmentation INFO: Iters: 110380/150000 || Lr: 0.006035 || Task Loss: 0.3094 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:00 || Estimated Time: 19:20:27
2023-07-26 16:40:34,998 semantic_segmentation INFO: Iters: 110390/150000 || Lr: 0.006034 || Task Loss: 0.3119 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:17 || Estimated Time: 19:20:09
2023-07-26 16:40:52,292 semantic_segmentation INFO: Iters: 110400/150000 || Lr: 0.006032 || Task Loss: 0.3446 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:34 || Estimated Time: 19:19:51
2023-07-26 16:40:52,416 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 16:40:52,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-26 16:40:52,827 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.132
2023-07-26 16:40:52,839 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.133
2023-07-26 16:40:52,853 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.134
2023-07-26 16:40:52,867 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.203
2023-07-26 16:40:52,879 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.249
2023-07-26 16:40:52,893 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.285
2023-07-26 16:40:52,907 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.290
2023-07-26 16:40:52,920 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.311
2023-07-26 16:40:52,935 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.355
2023-07-26 16:40:52,950 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.358
2023-07-26 16:40:52,965 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.400
2023-07-26 16:40:52,977 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.387
2023-07-26 16:40:52,992 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.923, mIoU: 0.380
2023-07-26 16:40:53,007 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.373
2023-07-26 16:40:53,019 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.926, mIoU: 0.369
2023-07-26 16:40:53,033 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.365
2023-07-26 16:40:53,046 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.364
2023-07-26 16:40:53,060 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.370
2023-07-26 16:40:53,076 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.414
2023-07-26 16:40:53,091 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.411
2023-07-26 16:40:53,106 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.418
2023-07-26 16:40:53,121 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.920, mIoU: 0.442
2023-07-26 16:40:53,137 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.441
2023-07-26 16:40:53,154 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.449
2023-07-26 16:40:53,168 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.451
2023-07-26 16:40:53,183 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.452
2023-07-26 16:40:53,194 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.453
2023-07-26 16:40:53,210 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.441
2023-07-26 16:40:53,225 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.442
2023-07-26 16:40:53,239 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.442
2023-07-26 16:40:53,255 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.442
2023-07-26 16:40:53,270 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.451
2023-07-26 16:40:53,284 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.450
2023-07-26 16:40:53,299 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.477
2023-07-26 16:40:53,315 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-26 16:40:53,328 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.479
2023-07-26 16:40:53,341 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.523
2023-07-26 16:40:53,358 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.526
2023-07-26 16:40:53,371 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.525
2023-07-26 16:40:53,385 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.552
2023-07-26 16:40:53,400 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.552
2023-07-26 16:40:53,415 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.552
2023-07-26 16:40:53,429 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.552
2023-07-26 16:40:53,444 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-26 16:40:53,460 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-26 16:40:53,474 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.575
2023-07-26 16:40:53,487 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.576
2023-07-26 16:40:53,503 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.578
2023-07-26 16:40:53,520 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.578
2023-07-26 16:40:53,536 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.574
2023-07-26 16:40:53,552 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-26 16:40:53,565 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-26 16:40:53,581 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.571
2023-07-26 16:40:53,597 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.575
2023-07-26 16:40:53,610 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-26 16:40:53,626 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-26 16:40:53,643 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-26 16:40:53,656 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.566
2023-07-26 16:40:53,671 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-26 16:40:53,685 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-26 16:40:53,700 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-26 16:40:53,712 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.598
2023-07-26 16:40:53,731 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.604
2023-07-26 16:40:53,745 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-26 16:40:53,761 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-26 16:40:53,777 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-26 16:40:53,790 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-26 16:40:53,806 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-26 16:40:53,821 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.647
2023-07-26 16:40:53,837 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-26 16:40:53,851 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.667
2023-07-26 16:40:53,866 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-26 16:40:53,882 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-26 16:40:53,897 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.659
2023-07-26 16:40:53,912 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.650
2023-07-26 16:40:53,927 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.646
2023-07-26 16:40:53,937 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.644
2023-07-26 16:40:53,953 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-26 16:40:53,969 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-26 16:40:53,983 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-26 16:40:53,998 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-26 16:40:54,013 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-26 16:40:54,028 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-26 16:40:54,044 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 16:40:54,059 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 16:40:54,074 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.630
2023-07-26 16:40:54,089 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.629
2023-07-26 16:40:54,104 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:40:54,118 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:40:54,133 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 16:40:54,149 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 16:40:54,164 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:40:54,180 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:40:54,195 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 16:40:54,211 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:40:54,224 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:40:54,238 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:40:54,254 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:40:54,267 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:40:54,283 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:40:54,297 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:40:54,311 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 16:40:54,325 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:40:54,341 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 16:40:54,353 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:40:54,368 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:40:54,384 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:40:54,397 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:40:54,410 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 16:40:54,423 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 16:40:54,437 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 16:40:54,452 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 16:40:54,467 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 16:40:54,482 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 16:40:54,496 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 16:40:54,509 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 16:40:54,525 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 16:40:54,538 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 16:40:54,553 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 16:40:54,569 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-26 16:40:54,583 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 16:40:54,596 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 16:40:54,612 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 16:40:54,627 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.629
2023-07-26 16:40:54,636 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-26 16:40:54,648 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.630
2023-07-26 16:40:54,664 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.632
2023-07-26 16:40:54,673 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-26 16:40:54,687 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-26 16:40:54,702 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 16:40:54,717 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-26 16:40:54,730 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-26 16:40:54,746 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-26 16:40:54,759 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-26 16:40:54,773 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-26 16:40:54,788 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-26 16:40:54,802 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 16:40:54,817 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 16:40:54,831 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-26 16:40:54,846 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-26 16:40:54,862 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-26 16:40:54,877 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.643
2023-07-26 16:40:54,893 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-26 16:40:54,909 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-26 16:40:54,924 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-26 16:40:54,939 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-26 16:40:54,953 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 16:40:54,964 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 16:40:54,979 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 16:40:54,994 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 16:40:55,007 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 16:40:55,022 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 16:40:55,035 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 16:40:55,048 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 16:40:55,063 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 16:40:55,078 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 16:40:55,093 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 16:40:55,108 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 16:40:55,123 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 16:40:55,138 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 16:40:55,153 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 16:40:55,167 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 16:40:55,182 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 16:40:55,195 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 16:40:55,209 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 16:40:55,221 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 16:40:55,236 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:40:55,252 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:40:55,267 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 16:40:55,283 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 16:40:55,297 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 16:40:55,312 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 16:40:55,328 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 16:40:55,344 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 16:40:55,359 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 16:40:55,373 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 16:40:55,386 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 16:40:55,401 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 16:40:55,415 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 16:40:55,430 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 16:40:55,444 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 16:40:55,459 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 16:40:55,473 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 16:40:55,489 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-26 16:40:58,408 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.907, mIoU: 0.608
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2023-07-26 16:40:58,537 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 16:40:58,636 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 16:40:58,654 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 16:40:58,667 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.909, mIoU: 0.610
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2023-07-26 16:40:58,729 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 16:40:58,742 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.909, mIoU: 0.608
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2023-07-26 16:40:58,772 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 16:40:58,788 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 16:40:58,801 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 16:40:58,869 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 16:40:58,899 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-26 16:40:58,928 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-26 16:40:59,003 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.908, mIoU: 0.610
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2023-07-26 16:40:59,031 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 16:40:59,045 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-26 16:40:59,120 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 16:40:59,133 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-26 16:40:59,164 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-26 16:40:59,312 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-26 16:40:59,357 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.908, mIoU: 0.610
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2023-07-26 16:40:59,386 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-26 16:40:59,514 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.909, mIoU: 0.610
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2023-07-26 16:40:59,727 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.909, mIoU: 0.616
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2023-07-26 16:40:59,781 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 16:40:59,796 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.910, mIoU: 0.617
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2023-07-26 16:40:59,825 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 16:40:59,839 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 16:40:59,854 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:40:59,864 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 16:40:59,877 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 16:40:59,892 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 16:40:59,908 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 16:40:59,920 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 16:40:59,934 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 16:40:59,948 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 16:40:59,963 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 16:40:59,979 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 16:40:59,993 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 16:41:00,002 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.911, mIoU: 0.625
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2023-07-26 16:41:00,119 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 16:41:00,135 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 16:41:00,151 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 16:41:00,167 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 16:41:00,182 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 16:41:00,196 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-26 16:41:00,239 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 16:41:00,253 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 16:41:00,267 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 16:41:00,284 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 16:41:00,300 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 16:41:00,315 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 16:41:00,328 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 16:41:00,343 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 16:41:00,358 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 16:41:00,374 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 16:41:00,389 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 16:41:00,404 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 16:41:00,417 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 16:41:00,432 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 16:41:00,447 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 16:41:00,461 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:41:00,476 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 16:41:00,487 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 16:41:00,502 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 16:41:00,516 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 16:41:00,527 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 16:41:00,540 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 16:41:00,555 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 16:41:00,570 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 16:41:00,585 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-26 16:41:00,599 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,608 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:00,623 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,638 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,653 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,668 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,683 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:00,697 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:00,710 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,725 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,740 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:41:00,768 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,781 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,796 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,811 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,826 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,840 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:41:00,855 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:00,871 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:41:00,917 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:00,932 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-26 16:41:01,008 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,022 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-26 16:41:01,053 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-26 16:41:01,081 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,096 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:01,113 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 16:41:01,142 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-26 16:41:01,170 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-26 16:41:01,225 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,238 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-26 16:41:01,297 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,312 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,325 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 16:41:01,340 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,356 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,369 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,384 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 16:41:01,399 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,414 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,428 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:01,443 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,455 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,470 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,485 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,499 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,514 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 16:41:01,529 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 16:41:01,542 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:41:01,557 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:41:01,572 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,588 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,602 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,617 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,631 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,647 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,662 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,678 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:01,693 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:01,708 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:01,723 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:01,738 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,751 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 16:41:01,767 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,782 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:01,797 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:01,810 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:01,826 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,840 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:01,855 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:01,870 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,886 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,901 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,916 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:01,932 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:01,946 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:01,961 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:01,975 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:01,990 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:02,009 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 16:41:02,023 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,039 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,049 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,062 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,077 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,090 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,105 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,118 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,132 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,148 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,166 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,181 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,197 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,211 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,225 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:02,239 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,253 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,269 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,284 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,299 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:02,314 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,330 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,343 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,358 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:02,373 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:02,386 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:02,400 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:02,414 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,430 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,445 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 16:41:02,458 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,472 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,488 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,503 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 16:41:02,516 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 16:41:02,529 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:02,537 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:02,552 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:02,568 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,583 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,599 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,614 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,629 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:02,645 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 16:41:02,660 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,673 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,688 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,702 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,717 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,732 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 16:41:02,745 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:41:02,759 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 16:41:02,772 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:02,786 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:41:02,800 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:41:02,813 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 16:41:02,827 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 16:41:02,841 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,857 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,869 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,883 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,896 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,908 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,923 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:02,938 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:02,953 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:02,969 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:02,985 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,000 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,014 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,030 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,045 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,063 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,079 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,095 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,111 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:03,124 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,138 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,151 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:03,167 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 16:41:03,184 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,197 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,210 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,226 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:41:03,240 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:41:03,255 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 16:41:03,270 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,285 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,298 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,313 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,326 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,340 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,356 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,370 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,386 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,400 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,416 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,432 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,445 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,458 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,474 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,490 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 16:41:03,505 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,521 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,533 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 16:41:03,547 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,561 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,575 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:03,590 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:03,608 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:03,621 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:03,637 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,650 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,665 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,680 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,693 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,707 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,721 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,736 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,750 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,765 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:03,781 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:03,795 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:03,808 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:03,824 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,839 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,857 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,870 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,885 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,898 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,914 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,927 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,941 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,956 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:03,971 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:03,984 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,000 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,016 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,031 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:04,047 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:04,060 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:04,072 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,087 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,100 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,113 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,126 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,141 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,154 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,168 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,182 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,199 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,214 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,230 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,243 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,257 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,272 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,287 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,303 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,318 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,331 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,344 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,356 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,372 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,388 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,402 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,417 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,428 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,441 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,456 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,471 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:04,484 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:04,500 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:04,513 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,528 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:04,542 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,557 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,570 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,585 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,601 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:04,614 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,630 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:04,645 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,660 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,675 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,690 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,705 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,720 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,734 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,749 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,764 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,777 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,791 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,804 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,820 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,834 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,850 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,865 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,877 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,891 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,908 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,923 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:04,936 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,951 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,966 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,979 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:04,993 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,009 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,024 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:05,038 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,049 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,066 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,081 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,097 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,110 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,125 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,140 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,155 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:05,170 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:05,183 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:05,199 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,212 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,227 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:05,242 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 16:41:05,255 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,271 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,284 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,299 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,314 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,329 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,344 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,359 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,373 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,388 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,404 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,419 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,435 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,450 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,460 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,475 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,488 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,503 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,518 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,534 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,548 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,563 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:05,578 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,593 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:05,609 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,625 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,638 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,654 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,669 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,684 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,697 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,712 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,727 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,742 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,755 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,769 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,784 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,797 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,811 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,826 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,839 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,854 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,867 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,882 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,897 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,913 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:05,928 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,943 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,959 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:05,972 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:05,985 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,001 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,015 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,028 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,044 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,060 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,075 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,091 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,104 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,117 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,133 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,148 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,161 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,176 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,190 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,206 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,220 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,236 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,251 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,265 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,274 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,290 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,306 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,318 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,333 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,347 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,362 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,375 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,390 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,405 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,420 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 16:41:06,435 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 16:41:06,450 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:41:06,467 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:41:06,482 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:41:06,495 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 16:41:06,510 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 16:41:06,525 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 16:41:06,539 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 16:41:06,552 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,567 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,582 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,597 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,604 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,617 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 16:41:06,630 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,643 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 16:41:06,654 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 16:41:06,669 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,684 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,699 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,710 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,723 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,738 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,748 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,764 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,776 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,791 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,806 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,821 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:06,835 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,847 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,860 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,875 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:06,890 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,906 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,920 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,933 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,944 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,955 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,968 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,979 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:06,994 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:07,007 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,022 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,037 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,053 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:07,067 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,082 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,098 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,113 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,128 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,142 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,157 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,171 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,187 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,200 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,212 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,228 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,241 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,257 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,271 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,286 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,301 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,320 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,336 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,349 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,365 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 16:41:07,380 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,396 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,411 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,424 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,437 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,452 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 16:41:07,467 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 16:41:07,481 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 16:41:07,496 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 16:41:07,511 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 16:41:07,526 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 16:41:07,541 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,556 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,570 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,585 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,595 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,607 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 16:41:07,622 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 16:41:07,634 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,648 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,663 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:07,678 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,693 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,709 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:07,723 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:07,738 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,750 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,765 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,777 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,792 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,806 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,819 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,833 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,846 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,861 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,876 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,892 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,907 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,922 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,935 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,948 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,964 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 16:41:07,977 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:07,991 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,006 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,022 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,037 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,050 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,063 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,078 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,094 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,109 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,122 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,135 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,150 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,164 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,179 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,194 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,208 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,223 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,237 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,252 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 16:41:08,268 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,283 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,298 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,313 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,327 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,342 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,358 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,374 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 16:41:08,387 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 16:41:08,402 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:08,417 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,434 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,447 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,462 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,476 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,491 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:08,506 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,521 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,536 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,549 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,564 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,580 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,592 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:08,607 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:08,620 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:08,629 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,643 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,658 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,671 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:08,686 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:08,701 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,714 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:08,728 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:08,743 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:08,758 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,773 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,790 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,804 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,821 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:08,836 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:08,849 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 16:41:08,864 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,879 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,894 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,906 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,919 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,934 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,949 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,964 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,979 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:08,992 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,008 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,022 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,035 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,050 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,066 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,080 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,095 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,109 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,124 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,139 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,154 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,169 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 16:41:09,182 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,198 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,211 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,224 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 16:41:09,266 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,281 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,296 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,307 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,320 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,337 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 16:41:09,440 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 16:41:09,468 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,483 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,497 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 16:41:09,556 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,572 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,585 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,600 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,616 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,628 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,644 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,659 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,674 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,688 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,701 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,714 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,729 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,744 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,758 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,771 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,786 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,803 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,817 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,828 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,843 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,858 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,873 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,888 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,901 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,916 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,930 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 16:41:09,943 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,958 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 16:41:09,973 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:09,988 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:10,004 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 16:41:10,019 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,034 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,048 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,063 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,076 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,090 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,106 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,121 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,134 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,150 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,161 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,176 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,192 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,207 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,220 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,235 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,251 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,267 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,279 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,294 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,309 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,320 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,335 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,351 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,366 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,379 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,392 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,407 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,422 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,436 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,450 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,465 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,478 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,491 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,506 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,522 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,537 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,552 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,570 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,583 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:10,599 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,614 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,629 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,645 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,658 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,672 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,688 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,704 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,719 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,732 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,745 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,760 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,775 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,788 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,801 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,816 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,831 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,845 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,860 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,874 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,890 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,903 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,917 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,932 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,945 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:10,960 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,975 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:10,990 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,005 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,020 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,035 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,049 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,064 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,079 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,094 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,110 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,124 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,139 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,154 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,167 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,180 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,195 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,211 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,224 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,239 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,254 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,269 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,284 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,299 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,314 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,329 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,342 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,355 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,369 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,382 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,395 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,410 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,426 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,439 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,453 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,468 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 16:41:11,480 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,494 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,510 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:11,526 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,541 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,556 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,570 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,585 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:11,599 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,612 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,628 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,643 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,658 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,671 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,686 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,701 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,715 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,730 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:11,742 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,758 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:11,773 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,789 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,804 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,817 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,833 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:11,848 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:11,864 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:11,879 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:11,894 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,910 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,926 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,936 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,950 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,963 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,976 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:11,993 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,008 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,022 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,035 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,048 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,061 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,076 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,090 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,105 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,119 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,132 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,147 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,163 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,176 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,191 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,206 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,220 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,235 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,247 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,263 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,278 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 16:41:12,293 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,309 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,322 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,335 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,349 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 16:41:12,364 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,379 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,392 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,405 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,420 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,436 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,451 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 16:41:12,464 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,479 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,496 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,512 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,527 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,542 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,550 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,565 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,578 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,591 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 16:41:12,605 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:12,621 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 16:41:12,635 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:12,651 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:12,666 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:12,681 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 16:41:12,697 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,710 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,725 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,741 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,756 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,772 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,788 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:41:12,805 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:41:12,818 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:41:12,833 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:41:12,848 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 16:41:12,863 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,876 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,890 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,905 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,920 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,935 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 16:41:12,950 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 16:41:12,965 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:12,980 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:12,995 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,007 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,022 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,035 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,050 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,066 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,080 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,095 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,108 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,123 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,137 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,152 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,167 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,182 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,197 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,212 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,225 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,240 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,253 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,268 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,283 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,298 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,314 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,329 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,343 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,352 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,367 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,380 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,395 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,410 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,425 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,441 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,452 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,462 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,479 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,494 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,509 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,522 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,538 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,552 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,566 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,580 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,595 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,609 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,624 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,637 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,651 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,666 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,681 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,693 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,708 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,722 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 16:41:13,737 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 16:41:13,752 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,765 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,779 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,794 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 16:41:13,811 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 16:41:30,945 semantic_segmentation INFO: Iters: 110410/150000 || Lr: 0.006031 || Task Loss: 0.6292 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:13 || Estimated Time: 19:19:41
2023-07-26 16:41:47,997 semantic_segmentation INFO: Iters: 110420/150000 || Lr: 0.006030 || Task Loss: 0.3467 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:30 || Estimated Time: 19:19:24
2023-07-26 16:42:05,055 semantic_segmentation INFO: Iters: 110430/150000 || Lr: 0.006028 || Task Loss: 0.3769 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:47 || Estimated Time: 19:19:06
2023-07-26 16:42:22,199 semantic_segmentation INFO: Iters: 110440/150000 || Lr: 0.006027 || Task Loss: 0.3403 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:04 || Estimated Time: 19:18:48
2023-07-26 16:42:39,496 semantic_segmentation INFO: Iters: 110450/150000 || Lr: 0.006025 || Task Loss: 0.3533 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:21 || Estimated Time: 19:18:31
2023-07-26 16:42:56,629 semantic_segmentation INFO: Iters: 110460/150000 || Lr: 0.006024 || Task Loss: 0.3183 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:38 || Estimated Time: 19:18:13
2023-07-26 16:43:13,729 semantic_segmentation INFO: Iters: 110470/150000 || Lr: 0.006023 || Task Loss: 0.3342 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:56 || Estimated Time: 19:17:55
2023-07-26 16:43:30,964 semantic_segmentation INFO: Iters: 110480/150000 || Lr: 0.006021 || Task Loss: 0.4494 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:13 || Estimated Time: 19:17:37
2023-07-26 16:43:48,239 semantic_segmentation INFO: Iters: 110490/150000 || Lr: 0.006020 || Task Loss: 0.4706 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:30 || Estimated Time: 19:17:20
2023-07-26 16:44:05,414 semantic_segmentation INFO: Iters: 110500/150000 || Lr: 0.006019 || Task Loss: 0.4749 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:47 || Estimated Time: 19:17:02
2023-07-26 16:44:22,625 semantic_segmentation INFO: Iters: 110510/150000 || Lr: 0.006017 || Task Loss: 0.4182 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:04 || Estimated Time: 19:16:44
2023-07-26 16:44:39,824 semantic_segmentation INFO: Iters: 110520/150000 || Lr: 0.006016 || Task Loss: 0.2943 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:22 || Estimated Time: 19:16:27
2023-07-26 16:44:57,319 semantic_segmentation INFO: Iters: 110530/150000 || Lr: 0.006014 || Task Loss: 0.3073 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:39 || Estimated Time: 19:16:09
2023-07-26 16:45:14,412 semantic_segmentation INFO: Iters: 110540/150000 || Lr: 0.006013 || Task Loss: 0.4727 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:56 || Estimated Time: 19:15:51
2023-07-26 16:45:31,569 semantic_segmentation INFO: Iters: 110550/150000 || Lr: 0.006012 || Task Loss: 0.4468 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:13 || Estimated Time: 19:15:33
2023-07-26 16:45:48,807 semantic_segmentation INFO: Iters: 110560/150000 || Lr: 0.006010 || Task Loss: 0.3696 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:31 || Estimated Time: 19:15:16
2023-07-26 16:46:05,839 semantic_segmentation INFO: Iters: 110570/150000 || Lr: 0.006009 || Task Loss: 0.4777 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:48 || Estimated Time: 19:14:58
2023-07-26 16:46:23,043 semantic_segmentation INFO: Iters: 110580/150000 || Lr: 0.006008 || Task Loss: 0.2628 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:05 || Estimated Time: 19:14:40
2023-07-26 16:46:40,235 semantic_segmentation INFO: Iters: 110590/150000 || Lr: 0.006006 || Task Loss: 0.3564 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:22 || Estimated Time: 19:14:23
2023-07-26 16:46:57,378 semantic_segmentation INFO: Iters: 110600/150000 || Lr: 0.006005 || Task Loss: 0.3297 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:39 || Estimated Time: 19:14:05
2023-07-26 16:47:14,638 semantic_segmentation INFO: Iters: 110610/150000 || Lr: 0.006004 || Task Loss: 0.4072 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:56 || Estimated Time: 19:13:47
2023-07-26 16:47:31,768 semantic_segmentation INFO: Iters: 110620/150000 || Lr: 0.006002 || Task Loss: 0.4243 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:00:14 || Estimated Time: 19:13:29
2023-07-26 16:47:49,164 semantic_segmentation INFO: Iters: 110630/150000 || Lr: 0.006001 || Task Loss: 0.4830 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:00:31 || Estimated Time: 19:13:12
2023-07-26 16:48:06,256 semantic_segmentation INFO: Iters: 110640/150000 || Lr: 0.005999 || Task Loss: 0.4304 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:00:48 || Estimated Time: 19:12:54
2023-07-26 16:48:23,411 semantic_segmentation INFO: Iters: 110650/150000 || Lr: 0.005998 || Task Loss: 0.5246 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:01:05 || Estimated Time: 19:12:36
2023-07-26 16:48:40,648 semantic_segmentation INFO: Iters: 110660/150000 || Lr: 0.005997 || Task Loss: 0.3585 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:01:22 || Estimated Time: 19:12:19
2023-07-26 16:48:57,793 semantic_segmentation INFO: Iters: 110670/150000 || Lr: 0.005995 || Task Loss: 0.5003 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:01:40 || Estimated Time: 19:12:01
2023-07-26 16:49:15,000 semantic_segmentation INFO: Iters: 110680/150000 || Lr: 0.005994 || Task Loss: 0.3053 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:01:57 || Estimated Time: 19:11:43
2023-07-26 16:49:32,205 semantic_segmentation INFO: Iters: 110690/150000 || Lr: 0.005993 || Task Loss: 0.4277 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:14 || Estimated Time: 19:11:26
2023-07-26 16:49:49,418 semantic_segmentation INFO: Iters: 110700/150000 || Lr: 0.005991 || Task Loss: 0.5281 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:31 || Estimated Time: 19:11:08
2023-07-26 16:50:06,592 semantic_segmentation INFO: Iters: 110710/150000 || Lr: 0.005990 || Task Loss: 0.4097 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:48 || Estimated Time: 19:10:50
2023-07-26 16:50:23,758 semantic_segmentation INFO: Iters: 110720/150000 || Lr: 0.005988 || Task Loss: 0.4709 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:06 || Estimated Time: 19:10:32
2023-07-26 16:50:40,874 semantic_segmentation INFO: Iters: 110730/150000 || Lr: 0.005987 || Task Loss: 0.4510 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:23 || Estimated Time: 19:10:15
2023-07-26 16:50:57,999 semantic_segmentation INFO: Iters: 110740/150000 || Lr: 0.005986 || Task Loss: 0.2952 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:40 || Estimated Time: 19:09:57
2023-07-26 16:51:15,113 semantic_segmentation INFO: Iters: 110750/150000 || Lr: 0.005984 || Task Loss: 0.4088 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:57 || Estimated Time: 19:09:39
2023-07-26 16:51:32,300 semantic_segmentation INFO: Iters: 110760/150000 || Lr: 0.005983 || Task Loss: 0.4163 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:14 || Estimated Time: 19:09:21
2023-07-26 16:51:49,398 semantic_segmentation INFO: Iters: 110770/150000 || Lr: 0.005982 || Task Loss: 0.3662 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:31 || Estimated Time: 19:09:04
2023-07-26 16:52:06,622 semantic_segmentation INFO: Iters: 110780/150000 || Lr: 0.005980 || Task Loss: 0.3271 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:48 || Estimated Time: 19:08:46
2023-07-26 16:52:23,782 semantic_segmentation INFO: Iters: 110790/150000 || Lr: 0.005979 || Task Loss: 0.3615 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:06 || Estimated Time: 19:08:28
2023-07-26 16:52:40,988 semantic_segmentation INFO: Iters: 110800/150000 || Lr: 0.005977 || Task Loss: 0.4015 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:23 || Estimated Time: 19:08:11
2023-07-26 16:52:58,098 semantic_segmentation INFO: Iters: 110810/150000 || Lr: 0.005976 || Task Loss: 0.4467 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:40 || Estimated Time: 19:07:53
2023-07-26 16:53:15,493 semantic_segmentation INFO: Iters: 110820/150000 || Lr: 0.005975 || Task Loss: 0.3308 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:57 || Estimated Time: 19:07:35
2023-07-26 16:53:32,564 semantic_segmentation INFO: Iters: 110830/150000 || Lr: 0.005973 || Task Loss: 0.3283 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:14 || Estimated Time: 19:07:17
2023-07-26 16:53:49,648 semantic_segmentation INFO: Iters: 110840/150000 || Lr: 0.005972 || Task Loss: 0.3520 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:31 || Estimated Time: 19:07:00
2023-07-26 16:54:06,801 semantic_segmentation INFO: Iters: 110850/150000 || Lr: 0.005971 || Task Loss: 0.4784 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:49 || Estimated Time: 19:06:42
2023-07-26 16:54:23,901 semantic_segmentation INFO: Iters: 110860/150000 || Lr: 0.005969 || Task Loss: 0.4885 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:06 || Estimated Time: 19:06:24
2023-07-26 16:54:41,362 semantic_segmentation INFO: Iters: 110870/150000 || Lr: 0.005968 || Task Loss: 0.3446 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:23 || Estimated Time: 19:06:07
2023-07-26 16:54:58,416 semantic_segmentation INFO: Iters: 110880/150000 || Lr: 0.005966 || Task Loss: 0.4068 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:40 || Estimated Time: 19:05:49
2023-07-26 16:55:15,500 semantic_segmentation INFO: Iters: 110890/150000 || Lr: 0.005965 || Task Loss: 0.3597 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:57 || Estimated Time: 19:05:31
2023-07-26 16:55:32,611 semantic_segmentation INFO: Iters: 110900/150000 || Lr: 0.005964 || Task Loss: 0.3169 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:14 || Estimated Time: 19:05:13
2023-07-26 16:55:50,008 semantic_segmentation INFO: Iters: 110910/150000 || Lr: 0.005962 || Task Loss: 0.3581 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:32 || Estimated Time: 19:04:56
2023-07-26 16:56:07,036 semantic_segmentation INFO: Iters: 110920/150000 || Lr: 0.005961 || Task Loss: 0.3586 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:49 || Estimated Time: 19:04:38
2023-07-26 16:56:24,108 semantic_segmentation INFO: Iters: 110930/150000 || Lr: 0.005960 || Task Loss: 0.3377 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:06 || Estimated Time: 19:04:20
2023-07-26 16:56:41,247 semantic_segmentation INFO: Iters: 110940/150000 || Lr: 0.005958 || Task Loss: 0.2893 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:23 || Estimated Time: 19:04:03
2023-07-26 16:56:58,461 semantic_segmentation INFO: Iters: 110950/150000 || Lr: 0.005957 || Task Loss: 0.3971 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:40 || Estimated Time: 19:03:45
2023-07-26 16:57:15,735 semantic_segmentation INFO: Iters: 110960/150000 || Lr: 0.005955 || Task Loss: 0.4795 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:58 || Estimated Time: 19:03:27
2023-07-26 16:57:32,836 semantic_segmentation INFO: Iters: 110970/150000 || Lr: 0.005954 || Task Loss: 0.3676 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:10:15 || Estimated Time: 19:03:09
2023-07-26 16:57:50,040 semantic_segmentation INFO: Iters: 110980/150000 || Lr: 0.005953 || Task Loss: 0.4238 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:10:32 || Estimated Time: 19:02:52
2023-07-26 16:58:07,131 semantic_segmentation INFO: Iters: 110990/150000 || Lr: 0.005951 || Task Loss: 0.4270 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:10:49 || Estimated Time: 19:02:34
2023-07-26 16:58:24,251 semantic_segmentation INFO: Iters: 111000/150000 || Lr: 0.005950 || Task Loss: 0.3347 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:06 || Estimated Time: 19:02:16
2023-07-26 16:58:41,444 semantic_segmentation INFO: Iters: 111010/150000 || Lr: 0.005949 || Task Loss: 0.3280 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:23 || Estimated Time: 19:01:59
2023-07-26 16:58:58,562 semantic_segmentation INFO: Iters: 111020/150000 || Lr: 0.005947 || Task Loss: 0.3856 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:40 || Estimated Time: 19:01:41
2023-07-26 16:59:15,833 semantic_segmentation INFO: Iters: 111030/150000 || Lr: 0.005946 || Task Loss: 0.3991 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:58 || Estimated Time: 19:01:23
2023-07-26 16:59:33,399 semantic_segmentation INFO: Iters: 111040/150000 || Lr: 0.005944 || Task Loss: 0.3779 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:15 || Estimated Time: 19:01:06
2023-07-26 16:59:50,424 semantic_segmentation INFO: Iters: 111050/150000 || Lr: 0.005943 || Task Loss: 0.4136 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:32 || Estimated Time: 19:00:48
2023-07-26 17:00:07,534 semantic_segmentation INFO: Iters: 111060/150000 || Lr: 0.005942 || Task Loss: 0.3080 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:49 || Estimated Time: 19:00:30
2023-07-26 17:00:24,751 semantic_segmentation INFO: Iters: 111070/150000 || Lr: 0.005940 || Task Loss: 0.3894 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:07 || Estimated Time: 19:00:12
2023-07-26 17:00:41,756 semantic_segmentation INFO: Iters: 111080/150000 || Lr: 0.005939 || Task Loss: 0.4709 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:24 || Estimated Time: 18:59:55
2023-07-26 17:00:58,955 semantic_segmentation INFO: Iters: 111090/150000 || Lr: 0.005938 || Task Loss: 0.3824 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:41 || Estimated Time: 18:59:37
2023-07-26 17:01:16,445 semantic_segmentation INFO: Iters: 111100/150000 || Lr: 0.005936 || Task Loss: 0.4315 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:58 || Estimated Time: 18:59:19
2023-07-26 17:01:33,644 semantic_segmentation INFO: Iters: 111110/150000 || Lr: 0.005935 || Task Loss: 0.3447 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:15 || Estimated Time: 18:59:02
2023-07-26 17:01:51,098 semantic_segmentation INFO: Iters: 111120/150000 || Lr: 0.005934 || Task Loss: 0.3631 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:33 || Estimated Time: 18:58:44
2023-07-26 17:02:08,471 semantic_segmentation INFO: Iters: 111130/150000 || Lr: 0.005932 || Task Loss: 0.5227 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:50 || Estimated Time: 18:58:26
2023-07-26 17:02:25,566 semantic_segmentation INFO: Iters: 111140/150000 || Lr: 0.005931 || Task Loss: 0.3404 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:07 || Estimated Time: 18:58:09
2023-07-26 17:02:42,791 semantic_segmentation INFO: Iters: 111150/150000 || Lr: 0.005929 || Task Loss: 0.3242 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:25 || Estimated Time: 18:57:51
2023-07-26 17:02:59,924 semantic_segmentation INFO: Iters: 111160/150000 || Lr: 0.005928 || Task Loss: 0.2970 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:42 || Estimated Time: 18:57:33
2023-07-26 17:03:17,097 semantic_segmentation INFO: Iters: 111170/150000 || Lr: 0.005927 || Task Loss: 0.3460 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:59 || Estimated Time: 18:57:15
2023-07-26 17:03:34,284 semantic_segmentation INFO: Iters: 111180/150000 || Lr: 0.005925 || Task Loss: 0.3892 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:16 || Estimated Time: 18:56:58
2023-07-26 17:03:51,493 semantic_segmentation INFO: Iters: 111190/150000 || Lr: 0.005924 || Task Loss: 0.3436 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:33 || Estimated Time: 18:56:40
2023-07-26 17:04:08,731 semantic_segmentation INFO: Iters: 111200/150000 || Lr: 0.005923 || Task Loss: 0.3537 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:51 || Estimated Time: 18:56:22
2023-07-26 17:04:08,860 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:04:09,258 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.986, mIoU: 0.092
2023-07-26 17:04:09,271 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.135
2023-07-26 17:04:09,283 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.149
2023-07-26 17:04:09,297 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.150
2023-07-26 17:04:09,310 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.221
2023-07-26 17:04:09,322 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.267
2023-07-26 17:04:09,336 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.303
2023-07-26 17:04:09,350 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.307
2023-07-26 17:04:09,362 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.344
2023-07-26 17:04:09,376 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.388
2023-07-26 17:04:09,390 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.388
2023-07-26 17:04:09,404 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.433
2023-07-26 17:04:09,416 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.902, mIoU: 0.371
2023-07-26 17:04:09,430 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.345
2023-07-26 17:04:09,444 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.899, mIoU: 0.339
2023-07-26 17:04:09,457 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.903, mIoU: 0.334
2023-07-26 17:04:09,467 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.325
2023-07-26 17:04:09,479 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.897, mIoU: 0.324
2023-07-26 17:04:09,493 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.899, mIoU: 0.324
2023-07-26 17:04:09,509 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.900, mIoU: 0.370
2023-07-26 17:04:09,523 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.894, mIoU: 0.363
2023-07-26 17:04:09,538 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.372
2023-07-26 17:04:09,552 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.892, mIoU: 0.392
2023-07-26 17:04:09,567 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.895, mIoU: 0.392
2023-07-26 17:04:09,583 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.897, mIoU: 0.392
2023-07-26 17:04:09,596 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.895, mIoU: 0.394
2023-07-26 17:04:09,610 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.897, mIoU: 0.395
2023-07-26 17:04:09,621 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.395
2023-07-26 17:04:09,636 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.895, mIoU: 0.386
2023-07-26 17:04:09,650 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.386
2023-07-26 17:04:09,664 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.901, mIoU: 0.393
2023-07-26 17:04:09,679 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.904, mIoU: 0.392
2023-07-26 17:04:09,693 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.404
2023-07-26 17:04:09,708 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.403
2023-07-26 17:04:09,722 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.429
2023-07-26 17:04:09,736 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.430
2023-07-26 17:04:09,749 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.912, mIoU: 0.434
2023-07-26 17:04:09,761 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.477
2023-07-26 17:04:09,777 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.915, mIoU: 0.486
2023-07-26 17:04:09,789 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.484
2023-07-26 17:04:09,802 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.511
2023-07-26 17:04:09,817 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.511
2023-07-26 17:04:09,831 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.509
2023-07-26 17:04:09,844 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.509
2023-07-26 17:04:09,859 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.512
2023-07-26 17:04:09,874 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-26 17:04:09,887 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.525
2023-07-26 17:04:09,899 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.920, mIoU: 0.526
2023-07-26 17:04:09,913 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.529
2023-07-26 17:04:09,929 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.526
2023-07-26 17:04:09,945 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.919, mIoU: 0.524
2023-07-26 17:04:09,960 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.523
2023-07-26 17:04:09,973 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.522
2023-07-26 17:04:09,988 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.521
2023-07-26 17:04:10,003 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.527
2023-07-26 17:04:10,016 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.524
2023-07-26 17:04:10,032 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.921, mIoU: 0.524
2023-07-26 17:04:10,050 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.524
2023-07-26 17:04:10,063 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.527
2023-07-26 17:04:10,079 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-26 17:04:10,092 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-26 17:04:10,108 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.918, mIoU: 0.565
2023-07-26 17:04:10,121 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.564
2023-07-26 17:04:10,140 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-26 17:04:10,153 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-26 17:04:10,169 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-26 17:04:10,185 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.570
2023-07-26 17:04:10,198 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-26 17:04:10,214 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.617
2023-07-26 17:04:10,229 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.920, mIoU: 0.612
2023-07-26 17:04:10,245 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.638
2023-07-26 17:04:10,258 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-26 17:04:10,273 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.630
2023-07-26 17:04:10,288 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.629
2023-07-26 17:04:10,303 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-26 17:04:10,318 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.919, mIoU: 0.622
2023-07-26 17:04:10,333 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.914, mIoU: 0.618
2023-07-26 17:04:10,342 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-26 17:04:10,357 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-26 17:04:10,374 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.914, mIoU: 0.618
2023-07-26 17:04:10,387 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 17:04:10,402 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 17:04:10,418 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-26 17:04:10,434 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:04:10,450 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-26 17:04:10,465 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-26 17:04:10,481 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.912, mIoU: 0.607
2023-07-26 17:04:10,497 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.911, mIoU: 0.604
2023-07-26 17:04:10,512 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:10,526 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:10,541 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 17:04:10,558 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 17:04:10,574 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 17:04:10,589 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:10,605 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:04:10,620 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:10,634 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:10,647 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:10,662 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:04:10,675 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:04:10,690 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:04:10,704 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:04:10,717 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-26 17:04:10,732 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 17:04:10,747 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-26 17:04:10,759 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 17:04:10,774 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 17:04:10,788 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 17:04:10,801 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 17:04:10,814 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-26 17:04:10,827 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 17:04:10,841 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 17:04:10,857 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-26 17:04:10,872 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-26 17:04:10,888 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-26 17:04:10,901 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-26 17:04:10,915 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.911, mIoU: 0.607
2023-07-26 17:04:10,930 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.911, mIoU: 0.607
2023-07-26 17:04:10,944 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.606
2023-07-26 17:04:10,960 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-26 17:04:10,975 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.910, mIoU: 0.601
2023-07-26 17:04:10,989 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.910, mIoU: 0.600
2023-07-26 17:04:11,003 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.910, mIoU: 0.599
2023-07-26 17:04:11,019 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.599
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2023-07-26 17:04:16,827 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:16,841 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:16,856 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:16,871 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:04:16,885 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:04:16,900 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:04:16,912 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 17:04:16,927 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 17:04:16,940 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 17:04:16,952 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 17:04:16,965 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 17:04:16,980 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 17:04:16,995 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,011 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,026 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,035 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,050 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,066 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,082 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,097 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,112 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,125 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,139 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,154 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:04:17,169 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:04:17,184 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:04:17,197 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:04:17,210 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:04:17,226 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:04:17,241 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:04:17,256 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:04:17,269 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,284 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:04:17,300 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,316 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,329 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,345 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,360 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,373 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,389 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,404 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,419 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,434 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,448 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,463 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,479 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,495 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,505 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:04:17,520 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:04:17,535 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,548 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,563 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,576 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,591 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,606 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,621 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,634 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,646 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,659 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,674 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,689 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,705 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,719 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:04:17,734 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,747 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,762 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,777 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,790 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,805 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,820 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,835 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,850 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,865 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 17:04:17,876 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,891 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,906 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,920 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 17:04:17,935 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:04:17,950 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,962 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,977 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:17,991 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,006 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,020 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,035 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:18,049 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:18,064 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:18,079 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:04:18,095 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,109 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,124 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,139 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,153 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:18,166 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,181 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,196 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 17:04:18,211 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,224 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,240 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,254 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,269 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,284 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,300 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,315 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:04:18,330 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:04:18,345 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:04:18,359 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:04:18,374 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,388 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,403 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,422 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 17:04:18,437 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 17:04:18,452 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 17:04:18,462 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 17:04:18,476 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,491 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,504 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,519 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,532 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,545 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:04:18,560 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:04:18,576 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,591 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,606 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,620 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,634 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,648 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,663 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,678 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,694 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,709 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,724 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,740 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,753 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,768 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,783 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:04:18,797 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,810 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,824 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,840 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,855 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,868 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,883 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,899 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,914 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,927 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:04:18,940 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,947 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,962 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 17:04:18,977 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 17:04:18,992 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 17:04:19,008 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 17:04:19,023 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 17:04:19,038 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 17:04:19,054 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,070 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,083 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,098 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,113 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,128 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,144 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:04:19,157 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 17:04:19,170 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 17:04:19,184 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 17:04:19,198 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 17:04:19,212 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,225 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 17:04:19,239 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,253 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 17:04:19,269 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 17:04:19,280 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-26 17:04:19,308 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 17:04:19,319 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 17:04:19,334 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 17:04:19,349 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 17:04:19,364 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 17:04:19,379 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 17:04:19,393 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-26 17:04:19,421 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,437 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-26 17:04:19,469 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,485 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:19,500 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:19,516 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:19,529 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-26 17:04:19,555 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-26 17:04:19,586 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-26 17:04:19,612 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:19,627 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,641 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,656 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,672 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,687 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,700 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,714 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:04:19,728 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,742 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,757 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,771 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,787 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,800 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,816 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,832 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,845 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,858 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,874 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,889 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 17:04:19,904 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,919 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,932 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,945 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:04:19,959 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,972 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:04:19,987 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,003 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,016 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,031 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,044 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,059 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,074 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,088 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,101 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,117 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,132 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,146 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,161 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,176 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,190 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,203 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,219 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,235 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,252 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,265 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,279 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,292 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,307 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,320 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,333 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,348 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,363 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,375 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,391 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,406 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,421 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:20,436 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 17:04:20,449 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:20,461 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:20,476 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:20,490 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,503 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,517 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,533 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,547 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,560 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,575 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,591 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,606 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,623 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,636 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,650 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,665 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,681 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,696 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,712 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:20,725 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:20,738 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,750 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,766 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,782 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,796 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,810 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,821 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,834 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,849 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,864 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:04:20,877 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,893 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,906 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,922 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:04:20,935 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,951 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,964 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:20,979 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:20,994 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:21,007 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:21,023 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,038 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,053 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,068 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,083 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,098 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,113 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,128 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,143 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,158 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,172 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,185 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,198 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:21,214 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:21,228 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,244 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,259 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,271 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,286 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,303 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,318 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,332 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,348 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,363 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,376 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,391 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,407 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,422 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:21,436 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,448 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,465 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:21,480 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:21,495 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:21,509 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:21,524 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:21,539 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:21,554 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,569 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,582 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,597 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,610 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,625 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,639 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,652 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:21,668 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:21,681 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,697 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,712 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,728 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,743 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,758 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,773 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,788 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,805 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,820 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,836 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,852 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,862 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,877 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,890 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,904 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,918 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,934 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,946 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:21,961 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,975 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:21,989 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:22,004 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:22,019 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:22,031 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:22,046 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,061 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,075 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,087 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,102 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,117 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,132 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,145 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,160 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,175 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,188 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,202 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,217 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,229 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,243 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,256 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,270 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,285 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:22,301 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,316 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,332 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,347 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:22,361 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,374 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:22,390 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,404 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,417 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,433 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,449 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,464 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,480 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,494 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,507 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,523 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,538 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,551 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,566 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,579 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:22,594 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,608 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,624 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,639 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,654 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:22,663 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:22,678 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,694 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:22,707 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:22,722 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,738 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:22,753 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,767 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,782 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,798 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,814 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,829 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,844 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,861 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,877 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,890 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,906 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,921 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,935 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 17:04:22,948 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,963 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,979 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:22,995 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:23,002 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 17:04:23,016 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:23,029 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:23,042 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:23,054 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 17:04:23,070 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:23,084 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:23,100 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:23,112 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,125 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,141 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,151 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,167 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,180 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:23,196 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:23,211 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:23,226 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,241 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,252 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,266 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,281 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,296 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,311 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,326 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,339 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,349 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,360 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,373 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,385 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,400 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,413 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,428 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:23,444 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,459 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,473 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,488 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,503 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,518 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,534 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,549 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,563 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,579 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:23,595 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,608 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,621 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,637 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,649 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:23,666 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 17:04:23,679 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 17:04:23,694 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 17:04:23,709 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,727 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,743 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,756 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,771 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,786 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,802 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,817 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,830 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,843 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,858 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,873 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,888 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,903 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 17:04:23,919 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 17:04:23,935 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 17:04:23,950 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:23,965 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,978 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:23,994 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 17:04:24,004 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 17:04:24,018 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 17:04:24,033 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 17:04:24,045 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:24,060 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:24,075 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 17:04:24,090 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,106 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,122 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,137 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,152 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,164 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,180 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,193 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,209 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,224 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,237 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,253 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 17:04:24,266 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 17:04:24,282 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,297 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 17:04:24,313 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:24,328 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:24,343 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:24,356 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:24,369 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 17:04:24,384 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,397 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,411 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,426 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 17:04:24,441 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,456 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,470 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,483 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,498 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,514 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,529 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,542 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,555 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,570 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,585 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,601 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,616 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,631 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,646 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:24,660 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:24,675 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 17:04:24,691 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:24,706 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,721 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,736 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,749 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,765 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,781 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,797 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,810 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:24,825 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:24,841 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:24,858 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:24,871 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 17:04:24,887 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:24,902 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:24,917 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:24,933 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:24,948 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:24,964 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:24,977 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:24,992 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,009 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,022 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,038 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,051 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,060 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,075 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,091 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,104 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,119 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,134 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,147 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,160 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,175 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,190 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,205 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,223 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,237 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,254 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:04:25,269 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,282 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,297 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,313 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,328 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,340 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 17:04:25,354 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,368 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,383 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,398 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,413 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,426 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,441 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,455 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,468 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 17:04:25,483 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,499 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,513 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,528 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,541 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,556 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,571 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,586 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,601 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,615 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,631 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,644 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,657 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,670 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,685 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,700 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,715 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,730 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,741 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,754 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,770 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,785 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,798 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,813 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,829 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,843 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,856 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,870 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,885 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,898 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:25,912 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:25,925 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,937 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,952 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:25,966 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,981 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:25,995 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:26,008 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:26,023 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:26,038 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:26,051 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,066 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 17:04:26,081 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:26,096 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:26,110 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:26,123 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:26,136 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,151 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,166 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 17:04:26,180 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,193 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,208 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,225 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,238 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,249 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,263 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,279 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,294 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 17:04:26,308 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,321 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,336 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:26,350 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 17:04:26,362 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,377 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,392 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,407 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,423 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,439 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,453 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,468 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,483 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,497 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,511 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,527 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,543 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,557 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:26,572 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,584 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:26,599 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,614 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,628 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,641 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,656 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,671 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,686 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,697 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,711 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,726 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,736 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,751 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,765 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:26,780 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,793 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:26,806 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:26,821 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:26,835 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,850 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,863 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,880 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,893 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,907 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,922 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,938 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,953 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,968 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,985 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:26,999 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,014 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,029 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,044 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,059 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,072 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,085 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,102 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,117 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,132 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,145 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,158 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,173 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,188 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,201 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,214 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,229 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,243 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,258 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,273 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,287 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,303 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,315 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,329 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,344 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,357 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,371 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,386 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,400 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,415 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,431 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:27,446 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,461 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,476 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,491 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,507 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,522 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,537 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:27,553 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,568 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:27,582 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,595 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:27,611 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:27,627 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:27,639 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:27,654 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:27,669 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:27,684 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,698 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,713 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,727 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,742 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,754 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,767 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,780 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,793 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 17:04:27,805 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:27,820 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:27,834 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:27,847 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:27,860 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,875 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:27,886 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,900 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,915 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,930 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,945 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,960 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,973 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:27,988 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:28,003 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,016 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,031 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,046 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,062 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,075 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,090 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,106 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:04:28,120 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 17:04:28,136 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 17:04:28,148 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 17:04:28,163 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 17:04:28,178 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,193 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,208 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,220 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,235 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,250 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,265 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,280 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,295 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,309 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,325 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,335 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,349 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,362 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,375 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:04:28,391 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,406 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,420 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,433 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,446 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,460 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,475 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,489 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,505 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,520 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,533 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,548 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,564 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,577 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,592 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,607 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,620 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,635 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,646 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,662 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,676 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:04:28,691 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,705 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,718 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,731 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,745 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 17:04:28,759 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,773 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,785 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,798 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,812 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,827 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,841 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,854 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:28,869 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:28,886 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,901 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,916 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,932 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,940 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,955 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,968 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,981 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:28,995 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:29,011 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 17:04:29,025 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,040 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,056 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,072 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,088 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,101 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,116 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,133 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,149 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,164 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,180 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,197 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,210 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,225 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,240 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,256 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,269 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,282 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,297 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,312 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,326 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:04:29,341 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,356 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,371 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,385 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,398 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,413 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,426 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,440 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,456 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,470 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,485 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,498 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,513 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,528 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,543 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,558 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,573 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,588 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,603 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,616 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,631 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,644 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,659 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,674 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,689 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:29,704 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,719 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,734 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,743 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,758 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,771 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,786 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,802 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,817 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,832 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,843 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,853 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,869 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,884 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,899 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,912 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,927 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:29,942 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,955 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,970 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,985 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:29,998 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:30,013 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:04:30,025 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:30,040 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:30,054 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:30,069 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 17:04:30,082 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:30,097 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:30,112 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:30,127 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:30,143 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:30,157 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:30,171 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:30,186 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:04:30,203 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 17:04:47,135 semantic_segmentation INFO: Iters: 111210/150000 || Lr: 0.005921 || Task Loss: 0.4968 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:17:29 || Estimated Time: 18:56:12
2023-07-26 17:05:04,174 semantic_segmentation INFO: Iters: 111220/150000 || Lr: 0.005920 || Task Loss: 0.5957 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:17:46 || Estimated Time: 18:55:54
2023-07-26 17:05:21,328 semantic_segmentation INFO: Iters: 111230/150000 || Lr: 0.005918 || Task Loss: 0.5001 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:03 || Estimated Time: 18:55:36
2023-07-26 17:05:38,568 semantic_segmentation INFO: Iters: 111240/150000 || Lr: 0.005917 || Task Loss: 0.4089 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:20 || Estimated Time: 18:55:19
2023-07-26 17:05:55,777 semantic_segmentation INFO: Iters: 111250/150000 || Lr: 0.005916 || Task Loss: 0.3087 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:38 || Estimated Time: 18:55:01
2023-07-26 17:06:12,967 semantic_segmentation INFO: Iters: 111260/150000 || Lr: 0.005914 || Task Loss: 0.4181 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:55 || Estimated Time: 18:54:43
2023-07-26 17:06:30,028 semantic_segmentation INFO: Iters: 111270/150000 || Lr: 0.005913 || Task Loss: 0.3742 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:12 || Estimated Time: 18:54:26
2023-07-26 17:06:47,241 semantic_segmentation INFO: Iters: 111280/150000 || Lr: 0.005912 || Task Loss: 0.2984 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:29 || Estimated Time: 18:54:08
2023-07-26 17:07:04,397 semantic_segmentation INFO: Iters: 111290/150000 || Lr: 0.005910 || Task Loss: 0.4322 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:46 || Estimated Time: 18:53:50
2023-07-26 17:07:22,108 semantic_segmentation INFO: Iters: 111300/150000 || Lr: 0.005909 || Task Loss: 0.3890 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:04 || Estimated Time: 18:53:33
2023-07-26 17:07:39,316 semantic_segmentation INFO: Iters: 111310/150000 || Lr: 0.005907 || Task Loss: 0.3812 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:21 || Estimated Time: 18:53:15
2023-07-26 17:07:56,436 semantic_segmentation INFO: Iters: 111320/150000 || Lr: 0.005906 || Task Loss: 0.3190 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:38 || Estimated Time: 18:52:57
2023-07-26 17:08:13,923 semantic_segmentation INFO: Iters: 111330/150000 || Lr: 0.005905 || Task Loss: 0.5573 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:56 || Estimated Time: 18:52:40
2023-07-26 17:08:30,936 semantic_segmentation INFO: Iters: 111340/150000 || Lr: 0.005903 || Task Loss: 0.5501 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:13 || Estimated Time: 18:52:22
2023-07-26 17:08:48,075 semantic_segmentation INFO: Iters: 111350/150000 || Lr: 0.005902 || Task Loss: 0.4796 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:30 || Estimated Time: 18:52:04
2023-07-26 17:09:05,215 semantic_segmentation INFO: Iters: 111360/150000 || Lr: 0.005901 || Task Loss: 0.4455 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:47 || Estimated Time: 18:51:46
2023-07-26 17:09:22,267 semantic_segmentation INFO: Iters: 111370/150000 || Lr: 0.005899 || Task Loss: 0.2769 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:04 || Estimated Time: 18:51:29
2023-07-26 17:09:39,472 semantic_segmentation INFO: Iters: 111380/150000 || Lr: 0.005898 || Task Loss: 0.4741 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:21 || Estimated Time: 18:51:11
2023-07-26 17:09:56,681 semantic_segmentation INFO: Iters: 111390/150000 || Lr: 0.005896 || Task Loss: 0.3626 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:38 || Estimated Time: 18:50:53
2023-07-26 17:10:13,843 semantic_segmentation INFO: Iters: 111400/150000 || Lr: 0.005895 || Task Loss: 0.5403 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:56 || Estimated Time: 18:50:36
2023-07-26 17:10:31,239 semantic_segmentation INFO: Iters: 111410/150000 || Lr: 0.005894 || Task Loss: 0.5465 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:13 || Estimated Time: 18:50:18
2023-07-26 17:10:48,353 semantic_segmentation INFO: Iters: 111420/150000 || Lr: 0.005892 || Task Loss: 0.3695 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:30 || Estimated Time: 18:50:00
2023-07-26 17:11:05,469 semantic_segmentation INFO: Iters: 111430/150000 || Lr: 0.005891 || Task Loss: 0.4613 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:47 || Estimated Time: 18:49:42
2023-07-26 17:11:22,504 semantic_segmentation INFO: Iters: 111440/150000 || Lr: 0.005890 || Task Loss: 0.2583 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:24:04 || Estimated Time: 18:49:25
2023-07-26 17:11:39,707 semantic_segmentation INFO: Iters: 111450/150000 || Lr: 0.005888 || Task Loss: 0.4690 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:24:21 || Estimated Time: 18:49:07
2023-07-26 17:11:56,916 semantic_segmentation INFO: Iters: 111460/150000 || Lr: 0.005887 || Task Loss: 0.3984 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:24:39 || Estimated Time: 18:48:49
2023-07-26 17:12:14,065 semantic_segmentation INFO: Iters: 111470/150000 || Lr: 0.005885 || Task Loss: 0.4764 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:24:56 || Estimated Time: 18:48:32
2023-07-26 17:12:31,184 semantic_segmentation INFO: Iters: 111480/150000 || Lr: 0.005884 || Task Loss: 0.4090 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:13 || Estimated Time: 18:48:14
2023-07-26 17:12:48,809 semantic_segmentation INFO: Iters: 111490/150000 || Lr: 0.005883 || Task Loss: 0.5545 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:31 || Estimated Time: 18:47:56
2023-07-26 17:13:05,878 semantic_segmentation INFO: Iters: 111500/150000 || Lr: 0.005881 || Task Loss: 0.4349 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:48 || Estimated Time: 18:47:39
2023-07-26 17:13:22,994 semantic_segmentation INFO: Iters: 111510/150000 || Lr: 0.005880 || Task Loss: 0.4154 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:05 || Estimated Time: 18:47:21
2023-07-26 17:13:40,309 semantic_segmentation INFO: Iters: 111520/150000 || Lr: 0.005879 || Task Loss: 0.3909 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:22 || Estimated Time: 18:47:03
2023-07-26 17:13:57,566 semantic_segmentation INFO: Iters: 111530/150000 || Lr: 0.005877 || Task Loss: 0.4760 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:39 || Estimated Time: 18:46:45
2023-07-26 17:14:14,722 semantic_segmentation INFO: Iters: 111540/150000 || Lr: 0.005876 || Task Loss: 0.3226 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:57 || Estimated Time: 18:46:28
2023-07-26 17:14:32,162 semantic_segmentation INFO: Iters: 111550/150000 || Lr: 0.005874 || Task Loss: 0.3213 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:14 || Estimated Time: 18:46:10
2023-07-26 17:14:49,199 semantic_segmentation INFO: Iters: 111560/150000 || Lr: 0.005873 || Task Loss: 0.3178 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:31 || Estimated Time: 18:45:52
2023-07-26 17:15:06,357 semantic_segmentation INFO: Iters: 111570/150000 || Lr: 0.005872 || Task Loss: 0.3606 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:48 || Estimated Time: 18:45:35
2023-07-26 17:15:23,549 semantic_segmentation INFO: Iters: 111580/150000 || Lr: 0.005870 || Task Loss: 0.4504 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:05 || Estimated Time: 18:45:17
2023-07-26 17:15:40,750 semantic_segmentation INFO: Iters: 111590/150000 || Lr: 0.005869 || Task Loss: 0.3676 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:23 || Estimated Time: 18:44:59
2023-07-26 17:15:57,948 semantic_segmentation INFO: Iters: 111600/150000 || Lr: 0.005868 || Task Loss: 0.4096 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:40 || Estimated Time: 18:44:42
2023-07-26 17:16:15,037 semantic_segmentation INFO: Iters: 111610/150000 || Lr: 0.005866 || Task Loss: 0.4059 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:57 || Estimated Time: 18:44:24
2023-07-26 17:16:32,273 semantic_segmentation INFO: Iters: 111620/150000 || Lr: 0.005865 || Task Loss: 0.4731 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:14 || Estimated Time: 18:44:06
2023-07-26 17:16:49,365 semantic_segmentation INFO: Iters: 111630/150000 || Lr: 0.005863 || Task Loss: 0.3363 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:31 || Estimated Time: 18:43:48
2023-07-26 17:17:06,568 semantic_segmentation INFO: Iters: 111640/150000 || Lr: 0.005862 || Task Loss: 0.3131 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:48 || Estimated Time: 18:43:31
2023-07-26 17:17:24,112 semantic_segmentation INFO: Iters: 111650/150000 || Lr: 0.005861 || Task Loss: 0.4439 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:06 || Estimated Time: 18:43:13
2023-07-26 17:17:41,174 semantic_segmentation INFO: Iters: 111660/150000 || Lr: 0.005859 || Task Loss: 0.3179 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:23 || Estimated Time: 18:42:55
2023-07-26 17:17:58,381 semantic_segmentation INFO: Iters: 111670/150000 || Lr: 0.005858 || Task Loss: 0.3995 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:40 || Estimated Time: 18:42:38
2023-07-26 17:18:15,831 semantic_segmentation INFO: Iters: 111680/150000 || Lr: 0.005857 || Task Loss: 0.2985 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:58 || Estimated Time: 18:42:20
2023-07-26 17:18:32,888 semantic_segmentation INFO: Iters: 111690/150000 || Lr: 0.005855 || Task Loss: 0.5040 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:15 || Estimated Time: 18:42:02
2023-07-26 17:18:50,073 semantic_segmentation INFO: Iters: 111700/150000 || Lr: 0.005854 || Task Loss: 0.3739 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:32 || Estimated Time: 18:41:45
2023-07-26 17:19:07,279 semantic_segmentation INFO: Iters: 111710/150000 || Lr: 0.005852 || Task Loss: 0.3194 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:49 || Estimated Time: 18:41:27
2023-07-26 17:19:24,700 semantic_segmentation INFO: Iters: 111720/150000 || Lr: 0.005851 || Task Loss: 0.4849 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:06 || Estimated Time: 18:41:09
2023-07-26 17:19:42,210 semantic_segmentation INFO: Iters: 111730/150000 || Lr: 0.005850 || Task Loss: 0.3598 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:24 || Estimated Time: 18:40:52
2023-07-26 17:19:59,302 semantic_segmentation INFO: Iters: 111740/150000 || Lr: 0.005848 || Task Loss: 0.4144 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:41 || Estimated Time: 18:40:34
2023-07-26 17:20:16,502 semantic_segmentation INFO: Iters: 111750/150000 || Lr: 0.005847 || Task Loss: 0.4878 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:58 || Estimated Time: 18:40:16
2023-07-26 17:20:34,107 semantic_segmentation INFO: Iters: 111760/150000 || Lr: 0.005846 || Task Loss: 0.4728 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:16 || Estimated Time: 18:39:59
2023-07-26 17:20:51,184 semantic_segmentation INFO: Iters: 111770/150000 || Lr: 0.005844 || Task Loss: 0.3468 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:33 || Estimated Time: 18:39:41
2023-07-26 17:21:08,201 semantic_segmentation INFO: Iters: 111780/150000 || Lr: 0.005843 || Task Loss: 0.4544 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:50 || Estimated Time: 18:39:23
2023-07-26 17:21:25,248 semantic_segmentation INFO: Iters: 111790/150000 || Lr: 0.005841 || Task Loss: 0.6185 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:07 || Estimated Time: 18:39:05
2023-07-26 17:21:42,455 semantic_segmentation INFO: Iters: 111800/150000 || Lr: 0.005840 || Task Loss: 0.3326 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:24 || Estimated Time: 18:38:48
2023-07-26 17:21:59,707 semantic_segmentation INFO: Iters: 111810/150000 || Lr: 0.005839 || Task Loss: 0.3850 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:41 || Estimated Time: 18:38:30
2023-07-26 17:22:16,927 semantic_segmentation INFO: Iters: 111820/150000 || Lr: 0.005837 || Task Loss: 0.4822 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:59 || Estimated Time: 18:38:12
2023-07-26 17:22:34,016 semantic_segmentation INFO: Iters: 111830/150000 || Lr: 0.005836 || Task Loss: 0.3071 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:16 || Estimated Time: 18:37:55
2023-07-26 17:22:51,148 semantic_segmentation INFO: Iters: 111840/150000 || Lr: 0.005835 || Task Loss: 0.2833 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:33 || Estimated Time: 18:37:37
2023-07-26 17:23:08,266 semantic_segmentation INFO: Iters: 111850/150000 || Lr: 0.005833 || Task Loss: 0.4618 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:50 || Estimated Time: 18:37:19
2023-07-26 17:23:25,451 semantic_segmentation INFO: Iters: 111860/150000 || Lr: 0.005832 || Task Loss: 0.3731 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:36:07 || Estimated Time: 18:37:01
2023-07-26 17:23:42,604 semantic_segmentation INFO: Iters: 111870/150000 || Lr: 0.005830 || Task Loss: 0.3486 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:36:24 || Estimated Time: 18:36:44
2023-07-26 17:23:59,742 semantic_segmentation INFO: Iters: 111880/150000 || Lr: 0.005829 || Task Loss: 0.3335 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:36:42 || Estimated Time: 18:36:26
2023-07-26 17:24:17,074 semantic_segmentation INFO: Iters: 111890/150000 || Lr: 0.005828 || Task Loss: 0.4589 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:36:59 || Estimated Time: 18:36:08
2023-07-26 17:24:34,062 semantic_segmentation INFO: Iters: 111900/150000 || Lr: 0.005826 || Task Loss: 0.4371 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:16 || Estimated Time: 18:35:51
2023-07-26 17:24:51,229 semantic_segmentation INFO: Iters: 111910/150000 || Lr: 0.005825 || Task Loss: 0.3548 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:33 || Estimated Time: 18:35:33
2023-07-26 17:25:08,356 semantic_segmentation INFO: Iters: 111920/150000 || Lr: 0.005824 || Task Loss: 0.4132 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:50 || Estimated Time: 18:35:15
2023-07-26 17:25:25,849 semantic_segmentation INFO: Iters: 111930/150000 || Lr: 0.005822 || Task Loss: 0.5570 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:08 || Estimated Time: 18:34:58
2023-07-26 17:25:42,981 semantic_segmentation INFO: Iters: 111940/150000 || Lr: 0.005821 || Task Loss: 0.4464 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:25 || Estimated Time: 18:34:40
2023-07-26 17:26:00,159 semantic_segmentation INFO: Iters: 111950/150000 || Lr: 0.005819 || Task Loss: 0.3028 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:42 || Estimated Time: 18:34:22
2023-07-26 17:26:17,137 semantic_segmentation INFO: Iters: 111960/150000 || Lr: 0.005818 || Task Loss: 0.3266 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:59 || Estimated Time: 18:34:04
2023-07-26 17:26:34,342 semantic_segmentation INFO: Iters: 111970/150000 || Lr: 0.005817 || Task Loss: 0.5278 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:16 || Estimated Time: 18:33:47
2023-07-26 17:26:51,483 semantic_segmentation INFO: Iters: 111980/150000 || Lr: 0.005815 || Task Loss: 0.3590 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:33 || Estimated Time: 18:33:29
2023-07-26 17:27:08,654 semantic_segmentation INFO: Iters: 111990/150000 || Lr: 0.005814 || Task Loss: 0.4123 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:50 || Estimated Time: 18:33:11
2023-07-26 17:27:25,687 semantic_segmentation INFO: Iters: 112000/150000 || Lr: 0.005813 || Task Loss: 0.4131 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:07 || Estimated Time: 18:32:53
2023-07-26 17:27:25,812 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:27:26,216 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.087
2023-07-26 17:27:26,243 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.127
2023-07-26 17:27:26,256 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.139
2023-07-26 17:27:26,270 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.141
2023-07-26 17:27:26,283 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.215
2023-07-26 17:27:26,295 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.903, mIoU: 0.220
2023-07-26 17:27:26,309 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.262
2023-07-26 17:27:26,323 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.923, mIoU: 0.267
2023-07-26 17:27:26,336 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.928, mIoU: 0.307
2023-07-26 17:27:26,350 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.934, mIoU: 0.353
2023-07-26 17:27:26,364 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.356
2023-07-26 17:27:26,378 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.344
2023-07-26 17:27:26,390 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.885, mIoU: 0.343
2023-07-26 17:27:26,405 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.886, mIoU: 0.330
2023-07-26 17:27:26,419 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.321
2023-07-26 17:27:26,431 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.316
2023-07-26 17:27:26,442 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.894, mIoU: 0.315
2023-07-26 17:27:26,454 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.895, mIoU: 0.313
2023-07-26 17:27:26,469 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.897, mIoU: 0.319
2023-07-26 17:27:26,484 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.898, mIoU: 0.363
2023-07-26 17:27:26,499 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.903, mIoU: 0.380
2023-07-26 17:27:26,514 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.391
2023-07-26 17:27:26,528 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.903, mIoU: 0.426
2023-07-26 17:27:26,544 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.433
2023-07-26 17:27:26,559 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.908, mIoU: 0.434
2023-07-26 17:27:26,572 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.434
2023-07-26 17:27:26,587 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.434
2023-07-26 17:27:26,598 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.432
2023-07-26 17:27:26,613 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.418
2023-07-26 17:27:26,627 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.907, mIoU: 0.418
2023-07-26 17:27:26,641 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.425
2023-07-26 17:27:26,656 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.426
2023-07-26 17:27:26,670 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.436
2023-07-26 17:27:26,685 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.435
2023-07-26 17:27:26,699 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.446
2023-07-26 17:27:26,714 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.447
2023-07-26 17:27:26,726 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.448
2023-07-26 17:27:26,738 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.492
2023-07-26 17:27:26,754 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.482
2023-07-26 17:27:26,766 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.480
2023-07-26 17:27:26,779 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.507
2023-07-26 17:27:26,794 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.507
2023-07-26 17:27:26,808 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.504
2023-07-26 17:27:26,821 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.504
2023-07-26 17:27:26,836 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.504
2023-07-26 17:27:26,850 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.509
2023-07-26 17:27:26,863 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-26 17:27:26,875 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.516
2023-07-26 17:27:26,889 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.519
2023-07-26 17:27:26,905 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.518
2023-07-26 17:27:26,920 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.519
2023-07-26 17:27:26,935 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.519
2023-07-26 17:27:26,947 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.517
2023-07-26 17:27:26,963 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-26 17:27:26,977 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.523
2023-07-26 17:27:26,990 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.521
2023-07-26 17:27:27,006 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.516
2023-07-26 17:27:27,023 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.516
2023-07-26 17:27:27,036 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.517
2023-07-26 17:27:27,051 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-26 17:27:27,065 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-26 17:27:27,080 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.918, mIoU: 0.562
2023-07-26 17:27:27,093 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.561
2023-07-26 17:27:27,111 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-26 17:27:27,124 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-26 17:27:27,140 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-26 17:27:27,155 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.567
2023-07-26 17:27:27,168 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.613
2023-07-26 17:27:27,184 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.614
2023-07-26 17:27:27,200 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.920, mIoU: 0.610
2023-07-26 17:27:27,216 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.920, mIoU: 0.636
2023-07-26 17:27:27,230 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-26 17:27:27,246 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-26 17:27:27,262 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.626
2023-07-26 17:27:27,278 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.629
2023-07-26 17:27:27,293 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.617
2023-07-26 17:27:27,309 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-26 17:27:27,319 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-26 17:27:27,335 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-26 17:27:27,353 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-26 17:27:27,367 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-26 17:27:27,382 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-26 17:27:27,398 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-26 17:27:27,413 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:27,429 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.905, mIoU: 0.589
2023-07-26 17:27:27,445 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 17:27:27,461 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-26 17:27:27,476 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.588
2023-07-26 17:27:27,491 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:27,505 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:27,520 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 17:27:27,536 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-26 17:27:27,551 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:27,566 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-26 17:27:27,582 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-26 17:27:27,597 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-26 17:27:27,610 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-26 17:27:27,624 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-26 17:27:27,639 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 17:27:27,652 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 17:27:27,667 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:27:27,682 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 17:27:27,695 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 17:27:27,710 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 17:27:27,725 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 17:27:27,738 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 17:27:27,753 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 17:27:27,768 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 17:27:27,782 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 17:27:27,795 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 17:27:27,808 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 17:27:27,822 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 17:27:27,838 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:27,854 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:27,870 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:27,885 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:27,898 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 17:27:27,914 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 17:27:27,928 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:27,944 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-26 17:27:27,960 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 17:27:27,974 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-26 17:27:27,988 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:28,004 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:28,020 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.909, mIoU: 0.600
2023-07-26 17:27:28,028 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:28,040 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.909, mIoU: 0.600
2023-07-26 17:27:28,057 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.904, mIoU: 0.589
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2023-07-26 17:27:28,079 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 17:27:28,095 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 17:27:28,110 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-26 17:27:28,123 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 17:27:28,139 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-26 17:27:28,152 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-26 17:27:28,165 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-26 17:27:28,180 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-26 17:27:28,193 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 17:27:28,208 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 17:27:28,222 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.907, mIoU: 0.594
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2023-07-26 17:27:28,269 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.908, mIoU: 0.600
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2023-07-26 17:27:28,400 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 17:27:28,415 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 17:27:28,428 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 17:27:28,443 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:28,458 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-26 17:27:28,489 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 17:27:28,504 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:28,519 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 17:27:28,535 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.910, mIoU: 0.619
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2023-07-26 17:27:28,578 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:28,591 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 17:27:28,604 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 17:27:28,617 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:28,632 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:28,648 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:28,663 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-26 17:27:28,679 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 17:27:28,694 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 17:27:28,710 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 17:27:28,725 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.907, mIoU: 0.593
2023-07-26 17:27:28,741 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.905, mIoU: 0.587
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2023-07-26 17:27:28,784 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 17:27:28,800 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 17:27:28,814 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.905, mIoU: 0.586
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2023-07-26 17:27:28,844 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.905, mIoU: 0.586
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2023-07-26 17:27:28,906 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.906, mIoU: 0.587
2023-07-26 17:27:28,921 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.906, mIoU: 0.586
2023-07-26 17:27:28,936 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.906, mIoU: 0.587
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2023-07-26 17:27:28,964 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.906, mIoU: 0.590
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2023-07-26 17:27:28,994 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-26 17:27:29,010 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.907, mIoU: 0.590
2023-07-26 17:27:29,025 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.907, mIoU: 0.591
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2023-07-26 17:27:29,111 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.905, mIoU: 0.580
2023-07-26 17:27:29,127 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.906, mIoU: 0.580
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2023-07-26 17:27:29,263 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.904, mIoU: 0.586
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2023-07-26 17:27:30,074 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 17:27:30,089 semantic_segmentation INFO: Sample: 265, Validation pixAcc: 0.901, mIoU: 0.593
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2023-07-26 17:27:30,200 semantic_segmentation INFO: Sample: 273, Validation pixAcc: 0.902, mIoU: 0.595
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2023-07-26 17:27:30,411 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-26 17:27:30,421 semantic_segmentation INFO: Sample: 288, Validation pixAcc: 0.900, mIoU: 0.586
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2023-07-26 17:27:30,492 semantic_segmentation INFO: Sample: 293, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 17:27:30,507 semantic_segmentation INFO: Sample: 294, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-26 17:27:30,522 semantic_segmentation INFO: Sample: 295, Validation pixAcc: 0.901, mIoU: 0.591
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2023-07-26 17:27:30,581 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-26 17:27:30,594 semantic_segmentation INFO: Sample: 300, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-26 17:27:30,742 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.900, mIoU: 0.587
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2023-07-26 17:27:30,772 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-26 17:27:30,982 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-26 17:27:30,999 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.901, mIoU: 0.589
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2023-07-26 17:27:31,098 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.901, mIoU: 0.586
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2023-07-26 17:27:31,155 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.902, mIoU: 0.587
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2023-07-26 17:27:31,184 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.902, mIoU: 0.587
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2023-07-26 17:27:31,229 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-26 17:27:31,245 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.903, mIoU: 0.589
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2023-07-26 17:27:31,274 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.903, mIoU: 0.590
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2023-07-26 17:27:31,317 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.904, mIoU: 0.589
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2023-07-26 17:27:31,357 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-26 17:27:31,371 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.904, mIoU: 0.590
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2023-07-26 17:27:31,412 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.904, mIoU: 0.591
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2023-07-26 17:27:31,483 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 17:27:31,498 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 17:27:31,514 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 17:27:31,528 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 17:27:31,542 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 17:27:31,557 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-26 17:27:31,571 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 17:27:31,587 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 17:27:31,600 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-26 17:27:31,615 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-26 17:27:31,630 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-26 17:27:31,646 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 17:27:31,660 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-26 17:27:31,675 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.900, mIoU: 0.578
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2023-07-26 17:27:31,706 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 17:27:31,721 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 17:27:31,736 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-26 17:27:31,751 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.901, mIoU: 0.579
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2023-07-26 17:27:31,827 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.902, mIoU: 0.579
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2023-07-26 17:27:31,918 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 17:27:31,934 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.903, mIoU: 0.581
2023-07-26 17:27:31,945 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 17:27:31,961 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-26 17:27:31,974 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 17:27:31,989 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 17:27:32,004 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-26 17:27:32,019 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 17:27:32,032 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.903, mIoU: 0.581
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2023-07-26 17:27:32,089 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.904, mIoU: 0.581
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2023-07-26 17:27:32,118 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-26 17:27:32,133 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.904, mIoU: 0.581
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2023-07-26 17:27:32,161 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.904, mIoU: 0.579
2023-07-26 17:27:32,176 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.904, mIoU: 0.579
2023-07-26 17:27:32,191 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.904, mIoU: 0.580
2023-07-26 17:27:32,204 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.903, mIoU: 0.580
2023-07-26 17:27:32,218 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.903, mIoU: 0.579
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2023-07-26 17:27:32,272 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.903, mIoU: 0.580
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2023-07-26 17:27:32,317 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-26 17:27:32,331 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.903, mIoU: 0.580
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2023-07-26 17:27:32,362 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.903, mIoU: 0.580
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2023-07-26 17:27:32,390 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.903, mIoU: 0.581
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2023-07-26 17:27:32,449 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.903, mIoU: 0.585
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2023-07-26 17:27:32,758 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.903, mIoU: 0.584
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2023-07-26 17:27:32,788 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.903, mIoU: 0.583
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2023-07-26 17:27:32,899 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.904, mIoU: 0.584
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2023-07-26 17:27:32,930 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.904, mIoU: 0.585
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2023-07-26 17:27:32,954 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-26 17:27:32,965 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-26 17:27:32,978 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 17:27:32,992 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 17:27:33,007 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 17:27:33,020 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-26 17:27:33,035 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-26 17:27:33,052 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.905, mIoU: 0.587
2023-07-26 17:27:33,067 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.905, mIoU: 0.588
2023-07-26 17:27:33,083 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.905, mIoU: 0.588
2023-07-26 17:27:33,098 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.905, mIoU: 0.588
2023-07-26 17:27:33,111 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.905, mIoU: 0.588
2023-07-26 17:27:33,126 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-26 17:27:33,141 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.905, mIoU: 0.590
2023-07-26 17:27:33,154 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 17:27:33,169 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 17:27:33,181 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.905, mIoU: 0.591
2023-07-26 17:27:33,195 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 17:27:33,210 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-26 17:27:33,224 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 17:27:33,239 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-26 17:27:33,254 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 17:27:33,263 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 17:27:33,276 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-26 17:27:33,291 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-26 17:27:33,306 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-26 17:27:33,318 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-26 17:27:33,332 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-26 17:27:33,345 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-26 17:27:33,361 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-26 17:27:33,377 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,391 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,400 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,416 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,431 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,445 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,460 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,475 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,489 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,505 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 17:27:33,519 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 17:27:33,535 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 17:27:33,550 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-26 17:27:33,566 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-26 17:27:33,581 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,595 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,608 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,623 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-26 17:27:33,637 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,651 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,665 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-26 17:27:33,681 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 17:27:33,696 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 17:27:33,711 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,724 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,738 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-26 17:27:33,753 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-26 17:27:33,769 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-26 17:27:33,784 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-26 17:27:33,799 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,812 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-26 17:27:33,828 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,844 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-26 17:27:33,857 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 17:27:33,873 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-26 17:27:33,885 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:33,900 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:33,914 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-26 17:27:33,926 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 17:27:33,939 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 17:27:33,954 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 17:27:33,969 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 17:27:33,984 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 17:27:33,999 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 17:27:34,008 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 17:27:34,023 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,039 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,054 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,069 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,084 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,097 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,110 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,125 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,140 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,155 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,168 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,182 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,197 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,212 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,227 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,241 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,256 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 17:27:34,272 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,288 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,301 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,317 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,333 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,346 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,361 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,376 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,391 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:34,407 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:34,420 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:34,435 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 17:27:34,450 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 17:27:34,467 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-26 17:27:34,477 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,492 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,507 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,520 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,534 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 17:27:34,547 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,562 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,578 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,593 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,606 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,618 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,632 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,647 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,662 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,678 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,693 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,708 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,721 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:27:34,736 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,752 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,765 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,779 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,794 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,809 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,824 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,839 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,850 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,865 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 17:27:34,879 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,893 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:27:34,908 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 17:27:34,923 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,934 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,949 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,963 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,979 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:34,992 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 17:27:35,008 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:35,022 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:35,039 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 17:27:35,054 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 17:27:35,070 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 17:27:35,085 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:35,100 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:35,116 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:35,130 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:35,144 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:35,159 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,174 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,190 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,203 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,219 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,232 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,248 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,263 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:35,278 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:35,293 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:35,309 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:35,324 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,338 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:35,353 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,368 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,383 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 17:27:35,401 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 17:27:35,416 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,432 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,442 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 17:27:35,455 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 17:27:35,471 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 17:27:35,484 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,499 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,512 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,525 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,540 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:35,557 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 17:27:35,571 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 17:27:35,588 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,601 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:35,616 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 17:27:35,630 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:35,644 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:35,660 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:35,676 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:35,691 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:35,706 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 17:27:35,722 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 17:27:35,735 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:35,750 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:35,766 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 17:27:35,779 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:35,792 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,807 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,823 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,838 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,852 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,867 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,883 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,898 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,911 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:35,924 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:27:35,932 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:27:35,948 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:27:35,964 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:27:35,978 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:27:35,995 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,010 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,026 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,042 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,058 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,071 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,086 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,100 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,116 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,131 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,143 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,157 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,170 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,184 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:36,198 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:27:36,211 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:36,224 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 17:27:36,239 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,255 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,267 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,281 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,294 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,306 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:27:36,321 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:36,336 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:36,351 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:36,366 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,381 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,396 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:36,409 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,424 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,440 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,457 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,472 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:36,487 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,503 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:36,516 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,529 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:36,542 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 17:27:36,557 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,573 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,586 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,599 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,615 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,629 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,645 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,661 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,676 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,690 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,705 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,719 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,734 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,749 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,764 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,781 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,794 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,810 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,826 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,838 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,851 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,867 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,882 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,898 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,912 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:36,924 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,937 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:36,951 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:36,964 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:36,978 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:36,995 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,008 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,024 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,038 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,054 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,070 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,084 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,098 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,113 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,129 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,143 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,159 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,174 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,189 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,203 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,218 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,233 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,249 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,262 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,276 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,288 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,304 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,316 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,329 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:37,343 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,358 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,371 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,386 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,401 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,416 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,431 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,445 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,457 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,471 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,485 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,498 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,511 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,526 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:37,540 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:37,553 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:37,567 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:37,583 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:37,598 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 17:27:37,614 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:37,627 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:37,640 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:37,655 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:37,671 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:37,687 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:37,702 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:37,715 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:37,729 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,740 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,756 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,773 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,787 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:37,802 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,814 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,827 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:37,843 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,858 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:37,872 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:37,887 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,901 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,917 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,930 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,945 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:37,959 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:37,974 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:37,989 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:38,002 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:38,017 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:38,032 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:38,047 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,062 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,077 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,092 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,107 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,121 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,137 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,152 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,165 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,178 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,192 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,209 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,223 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:38,240 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,255 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,267 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,282 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,298 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,314 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,327 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,343 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,358 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,372 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,387 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,403 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,418 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,431 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,443 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,460 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:38,475 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:38,490 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:38,503 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:38,518 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:38,533 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:38,549 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,564 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,577 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,592 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,605 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,620 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,634 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,647 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:38,663 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,676 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,692 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,707 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,723 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,738 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,754 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,768 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,783 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,799 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,814 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,830 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,846 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,855 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,870 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,883 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,898 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,913 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:38,929 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:38,942 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,957 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:38,972 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:38,986 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:39,002 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:39,018 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 17:27:39,031 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:27:39,046 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:39,062 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,077 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:39,090 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:39,105 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:39,121 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,136 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:39,149 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,165 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,180 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,193 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 17:27:39,207 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,222 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,235 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,250 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,263 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,277 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,293 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,308 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:39,323 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,339 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,354 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,367 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,380 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,395 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,409 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:39,422 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,437 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,452 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,467 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,483 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:39,496 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,509 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,525 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,540 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,553 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,568 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,582 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,597 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,611 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,627 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,643 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,657 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:39,666 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,683 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,698 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,711 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,726 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,741 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,756 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,770 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,785 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,801 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,817 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,832 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:39,847 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,864 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:39,880 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,893 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,908 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,923 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,938 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 17:27:39,951 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:39,966 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:39,981 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:39,996 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:40,003 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 17:27:40,016 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:40,029 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:40,042 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:40,053 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:40,068 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:40,082 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:40,098 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:40,110 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,123 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,139 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,149 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,165 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,179 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:40,194 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,210 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,225 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,241 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,253 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,266 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,281 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,296 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,311 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,326 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,338 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,348 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,359 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,372 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,384 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,399 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,411 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,426 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,441 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,456 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,470 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:40,485 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,500 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:40,515 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:40,531 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,546 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,561 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,576 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,592 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,606 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,619 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,635 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,648 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,664 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,678 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,693 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,708 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,726 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,741 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,754 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,769 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:40,784 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,799 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,813 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,826 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,839 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 17:27:40,854 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 17:27:40,869 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 17:27:40,883 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 17:27:40,898 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 17:27:40,913 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-26 17:27:40,929 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-26 17:27:40,944 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,959 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,972 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:40,988 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:40,998 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:41,012 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:41,027 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:27:41,039 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:41,054 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:27:41,069 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:41,084 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,100 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,115 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,130 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,145 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,157 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,173 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,185 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,200 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,215 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,228 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,243 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,256 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,271 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,285 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,301 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:41,316 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:41,331 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:41,344 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:41,357 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 17:27:41,372 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 17:27:41,385 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,399 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,415 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,430 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,445 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,458 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,471 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,486 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,502 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,517 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,531 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,544 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,560 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,575 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,591 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,607 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,622 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,638 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,653 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,668 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-26 17:27:41,684 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:27:41,700 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,715 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,729 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,742 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,757 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,771 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 17:27:41,786 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,798 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:27:41,812 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,827 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,842 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,855 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,869 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,883 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,897 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,912 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,927 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:41,941 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,954 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,969 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,985 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:41,998 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,013 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,025 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,034 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,049 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,064 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,077 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,092 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:42,106 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,119 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:42,132 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:42,148 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,163 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,178 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,195 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,209 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,226 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,241 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,254 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,270 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,285 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,300 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-26 17:27:42,312 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,325 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,340 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,355 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,370 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,385 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,398 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,414 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,428 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,441 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,456 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,472 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:42,487 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,502 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,515 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,530 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,546 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,561 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,577 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,590 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,606 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,619 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,633 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,645 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,660 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,675 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,690 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,705 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,716 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,729 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,745 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,761 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,774 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,788 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,804 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,819 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,832 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,847 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,861 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,874 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,889 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,902 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,915 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,929 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,944 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:42,959 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,974 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:42,987 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:27:43,002 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,017 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,029 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,044 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,059 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,074 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,089 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,101 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,114 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,129 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,145 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,159 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,172 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,187 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,204 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,218 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,228 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,243 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,259 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,274 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:27:43,289 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,302 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 17:27:43,317 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,331 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,344 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.623
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2023-07-26 17:27:43,390 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,406 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,421 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,436 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,451 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,466 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,480 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,494 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,510 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,527 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,540 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,555 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,567 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,582 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,597 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,612 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,625 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,640 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,657 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,671 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,682 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,697 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,712 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,723 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,737 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,753 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,768 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,781 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 17:27:43,795 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,810 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 17:27:43,825 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,841 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,854 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,871 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,884 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,898 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,913 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,929 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,944 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,960 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,976 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:43,989 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:44,004 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:44,018 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:44,033 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,048 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 17:27:44,061 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,073 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,089 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,104 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,118 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,131 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,144 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,159 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:44,174 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,187 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,200 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,215 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,230 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,245 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,260 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,275 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,290 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,303 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,318 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,333 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,346 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,361 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,376 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,391 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,406 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,421 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:44,436 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,451 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,465 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,480 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:44,495 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,510 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,525 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:44,540 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,555 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,568 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,581 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,596 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,612 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,626 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,641 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,657 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,672 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,687 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,702 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,717 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,732 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,746 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,759 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,773 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,786 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,799 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,814 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,829 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,843 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:44,856 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,871 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,882 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,896 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,911 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 17:27:44,927 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,942 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,957 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,970 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,985 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:44,999 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,013 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,029 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,044 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,060 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,074 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,089 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,105 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,119 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:27:45,134 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 17:27:45,147 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,162 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,177 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,192 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,207 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,220 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,235 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,250 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,265 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,280 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,295 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,309 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,325 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,335 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,349 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,362 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,375 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,392 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,407 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,422 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,434 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,447 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,461 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,476 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,490 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,505 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,520 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,533 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,548 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,563 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,577 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,592 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,607 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,620 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,635 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,646 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,662 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,677 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:27:45,692 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,707 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,720 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,733 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,748 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:27:45,763 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,777 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,791 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,804 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,819 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,835 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,850 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,864 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,879 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,897 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,913 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,928 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:45,943 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,951 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,966 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,979 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:45,992 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:46,007 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:46,022 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 17:27:46,037 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:46,053 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:46,068 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:46,083 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 17:27:46,099 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:46,112 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:46,127 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,143 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,158 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,174 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,189 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,205 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,219 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,233 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,248 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,263 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,276 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,290 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:46,305 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,320 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 17:27:46,335 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 17:27:46,349 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,364 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 17:27:46,379 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,395 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,408 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 17:27:46,423 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,436 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,451 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,467 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,482 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,497 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,510 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,525 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,540 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,555 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,570 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,585 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,600 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,615 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,628 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,643 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,656 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,671 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,686 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,701 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:46,717 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,732 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,746 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,755 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,770 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,783 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,798 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 17:27:46,813 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:46,828 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:27:46,843 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,854 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,864 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,881 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,896 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,911 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,924 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,939 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,954 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,967 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,982 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:46,997 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:47,011 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:47,026 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 17:27:47,039 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,054 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,068 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,083 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,096 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,111 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,125 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 17:27:47,140 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:47,156 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:47,168 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:47,182 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:47,197 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 17:27:47,214 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 17:28:04,088 semantic_segmentation INFO: Iters: 112010/150000 || Lr: 0.005811 || Task Loss: 0.3769 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:46 || Estimated Time: 18:32:43
2023-07-26 17:28:21,156 semantic_segmentation INFO: Iters: 112020/150000 || Lr: 0.005810 || Task Loss: 0.3385 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:03 || Estimated Time: 18:32:25
2023-07-26 17:28:38,511 semantic_segmentation INFO: Iters: 112030/150000 || Lr: 0.005808 || Task Loss: 0.4783 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:20 || Estimated Time: 18:32:08
2023-07-26 17:28:55,801 semantic_segmentation INFO: Iters: 112040/150000 || Lr: 0.005807 || Task Loss: 0.3859 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:38 || Estimated Time: 18:31:50
2023-07-26 17:29:12,862 semantic_segmentation INFO: Iters: 112050/150000 || Lr: 0.005806 || Task Loss: 0.4606 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:55 || Estimated Time: 18:31:32
2023-07-26 17:29:30,469 semantic_segmentation INFO: Iters: 112060/150000 || Lr: 0.005804 || Task Loss: 0.4152 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:12 || Estimated Time: 18:31:15
2023-07-26 17:29:47,603 semantic_segmentation INFO: Iters: 112070/150000 || Lr: 0.005803 || Task Loss: 0.6023 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:29 || Estimated Time: 18:30:57
2023-07-26 17:30:04,891 semantic_segmentation INFO: Iters: 112080/150000 || Lr: 0.005801 || Task Loss: 0.4734 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:47 || Estimated Time: 18:30:39
2023-07-26 17:30:22,029 semantic_segmentation INFO: Iters: 112090/150000 || Lr: 0.005800 || Task Loss: 0.3921 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:04 || Estimated Time: 18:30:21
2023-07-26 17:30:39,201 semantic_segmentation INFO: Iters: 112100/150000 || Lr: 0.005799 || Task Loss: 0.2660 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:21 || Estimated Time: 18:30:04
2023-07-26 17:30:56,404 semantic_segmentation INFO: Iters: 112110/150000 || Lr: 0.005797 || Task Loss: 0.2910 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:38 || Estimated Time: 18:29:46
2023-07-26 17:31:13,629 semantic_segmentation INFO: Iters: 112120/150000 || Lr: 0.005796 || Task Loss: 0.4255 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:55 || Estimated Time: 18:29:28
2023-07-26 17:31:31,268 semantic_segmentation INFO: Iters: 112130/150000 || Lr: 0.005795 || Task Loss: 0.3467 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:13 || Estimated Time: 18:29:11
2023-07-26 17:31:48,348 semantic_segmentation INFO: Iters: 112140/150000 || Lr: 0.005793 || Task Loss: 0.3116 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:30 || Estimated Time: 18:28:53
2023-07-26 17:32:05,798 semantic_segmentation INFO: Iters: 112150/150000 || Lr: 0.005792 || Task Loss: 0.4934 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:48 || Estimated Time: 18:28:35
2023-07-26 17:32:22,953 semantic_segmentation INFO: Iters: 112160/150000 || Lr: 0.005790 || Task Loss: 0.3312 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:05 || Estimated Time: 18:28:18
2023-07-26 17:32:40,348 semantic_segmentation INFO: Iters: 112170/150000 || Lr: 0.005789 || Task Loss: 0.3370 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:22 || Estimated Time: 18:28:00
2023-07-26 17:32:57,477 semantic_segmentation INFO: Iters: 112180/150000 || Lr: 0.005788 || Task Loss: 0.5268 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:39 || Estimated Time: 18:27:42
2023-07-26 17:33:14,811 semantic_segmentation INFO: Iters: 112190/150000 || Lr: 0.005786 || Task Loss: 0.3223 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:57 || Estimated Time: 18:27:25
2023-07-26 17:33:32,032 semantic_segmentation INFO: Iters: 112200/150000 || Lr: 0.005785 || Task Loss: 0.3098 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:14 || Estimated Time: 18:27:07
2023-07-26 17:33:49,163 semantic_segmentation INFO: Iters: 112210/150000 || Lr: 0.005784 || Task Loss: 0.5319 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:31 || Estimated Time: 18:26:49
2023-07-26 17:34:06,349 semantic_segmentation INFO: Iters: 112220/150000 || Lr: 0.005782 || Task Loss: 0.3460 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:48 || Estimated Time: 18:26:32
2023-07-26 17:34:23,555 semantic_segmentation INFO: Iters: 112230/150000 || Lr: 0.005781 || Task Loss: 0.5982 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:05 || Estimated Time: 18:26:14
2023-07-26 17:34:40,680 semantic_segmentation INFO: Iters: 112240/150000 || Lr: 0.005779 || Task Loss: 0.2915 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:22 || Estimated Time: 18:25:56
2023-07-26 17:34:58,092 semantic_segmentation INFO: Iters: 112250/150000 || Lr: 0.005778 || Task Loss: 0.4505 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:40 || Estimated Time: 18:25:39
2023-07-26 17:35:15,441 semantic_segmentation INFO: Iters: 112260/150000 || Lr: 0.005777 || Task Loss: 0.3591 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:57 || Estimated Time: 18:25:21
2023-07-26 17:35:32,599 semantic_segmentation INFO: Iters: 112270/150000 || Lr: 0.005775 || Task Loss: 0.3181 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:48:14 || Estimated Time: 18:25:03
2023-07-26 17:35:49,709 semantic_segmentation INFO: Iters: 112280/150000 || Lr: 0.005774 || Task Loss: 0.4341 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:48:31 || Estimated Time: 18:24:45
2023-07-26 17:36:06,999 semantic_segmentation INFO: Iters: 112290/150000 || Lr: 0.005773 || Task Loss: 0.4996 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:48:49 || Estimated Time: 18:24:28
2023-07-26 17:36:24,307 semantic_segmentation INFO: Iters: 112300/150000 || Lr: 0.005771 || Task Loss: 0.4063 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:06 || Estimated Time: 18:24:10
2023-07-26 17:36:41,541 semantic_segmentation INFO: Iters: 112310/150000 || Lr: 0.005770 || Task Loss: 0.4944 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:23 || Estimated Time: 18:23:52
2023-07-26 17:36:58,818 semantic_segmentation INFO: Iters: 112320/150000 || Lr: 0.005768 || Task Loss: 0.3792 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:41 || Estimated Time: 18:23:35
2023-07-26 17:37:16,220 semantic_segmentation INFO: Iters: 112330/150000 || Lr: 0.005767 || Task Loss: 0.3988 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:58 || Estimated Time: 18:23:17
2023-07-26 17:37:33,317 semantic_segmentation INFO: Iters: 112340/150000 || Lr: 0.005766 || Task Loss: 0.4974 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:15 || Estimated Time: 18:22:59
2023-07-26 17:37:50,546 semantic_segmentation INFO: Iters: 112350/150000 || Lr: 0.005764 || Task Loss: 0.2532 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:32 || Estimated Time: 18:22:42
2023-07-26 17:38:07,739 semantic_segmentation INFO: Iters: 112360/150000 || Lr: 0.005763 || Task Loss: 0.4053 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:50 || Estimated Time: 18:22:24
2023-07-26 17:38:25,132 semantic_segmentation INFO: Iters: 112370/150000 || Lr: 0.005762 || Task Loss: 0.4564 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:07 || Estimated Time: 18:22:06
2023-07-26 17:38:42,344 semantic_segmentation INFO: Iters: 112380/150000 || Lr: 0.005760 || Task Loss: 0.3569 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:24 || Estimated Time: 18:21:49
2023-07-26 17:38:59,548 semantic_segmentation INFO: Iters: 112390/150000 || Lr: 0.005759 || Task Loss: 0.3699 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:41 || Estimated Time: 18:21:31
2023-07-26 17:39:16,666 semantic_segmentation INFO: Iters: 112400/150000 || Lr: 0.005757 || Task Loss: 0.4745 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:58 || Estimated Time: 18:21:13
2023-07-26 17:39:34,171 semantic_segmentation INFO: Iters: 112410/150000 || Lr: 0.005756 || Task Loss: 0.3307 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:16 || Estimated Time: 18:20:56
2023-07-26 17:39:51,350 semantic_segmentation INFO: Iters: 112420/150000 || Lr: 0.005755 || Task Loss: 0.2464 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:33 || Estimated Time: 18:20:38
2023-07-26 17:40:08,370 semantic_segmentation INFO: Iters: 112430/150000 || Lr: 0.005753 || Task Loss: 0.4425 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:50 || Estimated Time: 18:20:20
2023-07-26 17:40:25,906 semantic_segmentation INFO: Iters: 112440/150000 || Lr: 0.005752 || Task Loss: 0.4409 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:08 || Estimated Time: 18:20:03
2023-07-26 17:40:43,192 semantic_segmentation INFO: Iters: 112450/150000 || Lr: 0.005751 || Task Loss: 0.3293 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:25 || Estimated Time: 18:19:45
2023-07-26 17:41:00,344 semantic_segmentation INFO: Iters: 112460/150000 || Lr: 0.005749 || Task Loss: 0.4554 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:42 || Estimated Time: 18:19:27
2023-07-26 17:41:17,459 semantic_segmentation INFO: Iters: 112470/150000 || Lr: 0.005748 || Task Loss: 0.2372 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:59 || Estimated Time: 18:19:10
2023-07-26 17:41:34,746 semantic_segmentation INFO: Iters: 112480/150000 || Lr: 0.005746 || Task Loss: 0.2592 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:17 || Estimated Time: 18:18:52
2023-07-26 17:41:52,053 semantic_segmentation INFO: Iters: 112490/150000 || Lr: 0.005745 || Task Loss: 0.3971 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:34 || Estimated Time: 18:18:34
2023-07-26 17:42:09,091 semantic_segmentation INFO: Iters: 112500/150000 || Lr: 0.005744 || Task Loss: 0.4932 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:51 || Estimated Time: 18:18:16
2023-07-26 17:42:26,180 semantic_segmentation INFO: Iters: 112510/150000 || Lr: 0.005742 || Task Loss: 0.3605 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:08 || Estimated Time: 18:17:59
2023-07-26 17:42:43,458 semantic_segmentation INFO: Iters: 112520/150000 || Lr: 0.005741 || Task Loss: 0.3667 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:25 || Estimated Time: 18:17:41
2023-07-26 17:43:00,833 semantic_segmentation INFO: Iters: 112530/150000 || Lr: 0.005739 || Task Loss: 0.3445 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:43 || Estimated Time: 18:17:23
2023-07-26 17:43:18,322 semantic_segmentation INFO: Iters: 112540/150000 || Lr: 0.005738 || Task Loss: 0.5612 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:00 || Estimated Time: 18:17:06
2023-07-26 17:43:35,410 semantic_segmentation INFO: Iters: 112550/150000 || Lr: 0.005737 || Task Loss: 0.3644 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:17 || Estimated Time: 18:16:48
2023-07-26 17:43:52,691 semantic_segmentation INFO: Iters: 112560/150000 || Lr: 0.005735 || Task Loss: 0.5449 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:34 || Estimated Time: 18:16:30
2023-07-26 17:44:09,840 semantic_segmentation INFO: Iters: 112570/150000 || Lr: 0.005734 || Task Loss: 0.4671 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:52 || Estimated Time: 18:16:13
2023-07-26 17:44:26,989 semantic_segmentation INFO: Iters: 112580/150000 || Lr: 0.005733 || Task Loss: 0.3765 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:09 || Estimated Time: 18:15:55
2023-07-26 17:44:44,086 semantic_segmentation INFO: Iters: 112590/150000 || Lr: 0.005731 || Task Loss: 0.3192 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:26 || Estimated Time: 18:15:37
2023-07-26 17:45:01,294 semantic_segmentation INFO: Iters: 112600/150000 || Lr: 0.005730 || Task Loss: 0.3089 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:43 || Estimated Time: 18:15:20
2023-07-26 17:45:18,395 semantic_segmentation INFO: Iters: 112610/150000 || Lr: 0.005728 || Task Loss: 0.4257 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:00 || Estimated Time: 18:15:02
2023-07-26 17:45:35,570 semantic_segmentation INFO: Iters: 112620/150000 || Lr: 0.005727 || Task Loss: 0.4191 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:17 || Estimated Time: 18:14:44
2023-07-26 17:45:52,696 semantic_segmentation INFO: Iters: 112630/150000 || Lr: 0.005726 || Task Loss: 0.4685 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:34 || Estimated Time: 18:14:26
2023-07-26 17:46:10,103 semantic_segmentation INFO: Iters: 112640/150000 || Lr: 0.005724 || Task Loss: 0.5555 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:52 || Estimated Time: 18:14:09
2023-07-26 17:46:27,310 semantic_segmentation INFO: Iters: 112650/150000 || Lr: 0.005723 || Task Loss: 0.3141 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:09 || Estimated Time: 18:13:51
2023-07-26 17:46:44,509 semantic_segmentation INFO: Iters: 112660/150000 || Lr: 0.005722 || Task Loss: 0.6302 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:26 || Estimated Time: 18:13:33
2023-07-26 17:47:01,998 semantic_segmentation INFO: Iters: 112670/150000 || Lr: 0.005720 || Task Loss: 0.4210 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:44 || Estimated Time: 18:13:16
2023-07-26 17:47:19,135 semantic_segmentation INFO: Iters: 112680/150000 || Lr: 0.005719 || Task Loss: 0.3948 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:01 || Estimated Time: 18:12:58
2023-07-26 17:47:36,453 semantic_segmentation INFO: Iters: 112690/150000 || Lr: 0.005717 || Task Loss: 0.4732 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:18 || Estimated Time: 18:12:40
2023-07-26 17:47:53,628 semantic_segmentation INFO: Iters: 112700/150000 || Lr: 0.005716 || Task Loss: 0.4142 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:35 || Estimated Time: 18:12:23
2023-07-26 17:48:10,648 semantic_segmentation INFO: Iters: 112710/150000 || Lr: 0.005715 || Task Loss: 0.3332 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:52 || Estimated Time: 18:12:05
2023-07-26 17:48:28,084 semantic_segmentation INFO: Iters: 112720/150000 || Lr: 0.005713 || Task Loss: 0.4063 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:01:10 || Estimated Time: 18:11:47
2023-07-26 17:48:45,419 semantic_segmentation INFO: Iters: 112730/150000 || Lr: 0.005712 || Task Loss: 0.4516 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:01:27 || Estimated Time: 18:11:30
2023-07-26 17:49:02,536 semantic_segmentation INFO: Iters: 112740/150000 || Lr: 0.005711 || Task Loss: 0.3295 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:01:44 || Estimated Time: 18:11:12
2023-07-26 17:49:19,965 semantic_segmentation INFO: Iters: 112750/150000 || Lr: 0.005709 || Task Loss: 0.4225 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:02 || Estimated Time: 18:10:54
2023-07-26 17:49:37,143 semantic_segmentation INFO: Iters: 112760/150000 || Lr: 0.005708 || Task Loss: 0.3574 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:19 || Estimated Time: 18:10:37
2023-07-26 17:49:54,349 semantic_segmentation INFO: Iters: 112770/150000 || Lr: 0.005706 || Task Loss: 0.3986 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:36 || Estimated Time: 18:10:19
2023-07-26 17:50:11,883 semantic_segmentation INFO: Iters: 112780/150000 || Lr: 0.005705 || Task Loss: 0.3234 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:54 || Estimated Time: 18:10:01
2023-07-26 17:50:28,970 semantic_segmentation INFO: Iters: 112790/150000 || Lr: 0.005704 || Task Loss: 0.4105 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:03:11 || Estimated Time: 18:09:44
2023-07-26 17:50:46,070 semantic_segmentation INFO: Iters: 112800/150000 || Lr: 0.005702 || Task Loss: 0.5238 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:03:28 || Estimated Time: 18:09:26
2023-07-26 17:50:46,194 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:50:46,588 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-26 17:50:46,620 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.132
2023-07-26 17:50:46,632 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.147
2023-07-26 17:50:46,646 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.148
2023-07-26 17:50:46,659 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.214
2023-07-26 17:50:46,671 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.260
2023-07-26 17:50:46,685 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.297
2023-07-26 17:50:46,698 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.302
2023-07-26 17:50:46,710 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.341
2023-07-26 17:50:46,724 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.382
2023-07-26 17:50:46,738 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.937, mIoU: 0.385
2023-07-26 17:50:46,752 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.427
2023-07-26 17:50:46,764 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.403
2023-07-26 17:50:46,779 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.392
2023-07-26 17:50:46,793 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.387
2023-07-26 17:50:46,806 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.383
2023-07-26 17:50:46,816 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.382
2023-07-26 17:50:46,829 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.381
2023-07-26 17:50:46,843 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.387
2023-07-26 17:50:46,858 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.432
2023-07-26 17:50:46,873 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.434
2023-07-26 17:50:46,888 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.444
2023-07-26 17:50:46,902 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.471
2023-07-26 17:50:46,918 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.470
2023-07-26 17:50:46,933 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.471
2023-07-26 17:50:46,947 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.478
2023-07-26 17:50:46,961 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-26 17:50:46,972 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.479
2023-07-26 17:50:46,988 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.467
2023-07-26 17:50:47,002 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.467
2023-07-26 17:50:47,017 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.467
2023-07-26 17:50:47,032 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.467
2023-07-26 17:50:47,047 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.475
2023-07-26 17:50:47,062 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.473
2023-07-26 17:50:47,077 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.489
2023-07-26 17:50:47,092 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.490
2023-07-26 17:50:47,105 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.920, mIoU: 0.489
2023-07-26 17:50:47,117 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.532
2023-07-26 17:50:47,134 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.535
2023-07-26 17:50:47,147 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.534
2023-07-26 17:50:47,160 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.561
2023-07-26 17:50:47,176 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.561
2023-07-26 17:50:47,191 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.556
2023-07-26 17:50:47,205 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.556
2023-07-26 17:50:47,221 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.569
2023-07-26 17:50:47,237 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-26 17:50:47,251 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-26 17:50:47,264 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-26 17:50:47,279 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-26 17:50:47,296 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-26 17:50:47,312 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-26 17:50:47,328 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.579
2023-07-26 17:50:47,342 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.577
2023-07-26 17:50:47,359 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.579
2023-07-26 17:50:47,374 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-26 17:50:47,387 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.578
2023-07-26 17:50:47,402 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.578
2023-07-26 17:50:47,419 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.576
2023-07-26 17:50:47,432 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.578
2023-07-26 17:50:47,448 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-26 17:50:47,461 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.626
2023-07-26 17:50:47,476 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.625
2023-07-26 17:50:47,488 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-26 17:50:47,506 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-26 17:50:47,519 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-26 17:50:47,534 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-26 17:50:47,549 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.629
2023-07-26 17:50:47,562 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-26 17:50:47,577 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-26 17:50:47,593 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-26 17:50:47,609 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 17:50:47,622 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 17:50:47,638 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 17:50:47,653 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-26 17:50:47,668 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.682
2023-07-26 17:50:47,684 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-26 17:50:47,699 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 17:50:47,708 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 17:50:47,724 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 17:50:47,740 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 17:50:47,754 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 17:50:47,769 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 17:50:47,785 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 17:50:47,800 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 17:50:47,816 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 17:50:47,831 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 17:50:47,847 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 17:50:47,862 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 17:50:47,877 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 17:50:47,891 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 17:50:47,906 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 17:50:47,922 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 17:50:47,938 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-26 17:50:47,953 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.665
2023-07-26 17:50:47,968 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.664
2023-07-26 17:50:47,983 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.664
2023-07-26 17:50:47,997 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.664
2023-07-26 17:50:48,010 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.916, mIoU: 0.665
2023-07-26 17:50:48,025 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.664
2023-07-26 17:50:48,038 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-26 17:50:48,053 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-26 17:50:48,068 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 17:50:48,081 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 17:50:48,095 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-26 17:50:48,110 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:50:48,123 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 17:50:48,137 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 17:50:48,152 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 17:50:48,165 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:50:48,178 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:48,191 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:50:48,205 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 17:50:48,221 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:48,237 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:48,253 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:48,267 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:48,281 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,297 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,311 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 17:50:48,327 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 17:50:48,343 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:50:48,357 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:50:48,370 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 17:50:48,387 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:50:48,402 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:50:48,410 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 17:50:48,422 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:50:48,438 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 17:50:48,447 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 17:50:48,460 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 17:50:48,475 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 17:50:48,490 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:50:48,503 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:50:48,518 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:50:48,531 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:50:48,544 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-26 17:50:48,558 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 17:50:48,571 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 17:50:48,586 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 17:50:48,599 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-26 17:50:48,615 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 17:50:48,631 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 17:50:48,646 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:50:48,662 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 17:50:48,678 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-26 17:50:48,693 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:50:48,708 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 17:50:48,723 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 17:50:48,734 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:48,749 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:48,764 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:48,778 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:48,792 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:48,806 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,819 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,835 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:50:48,850 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:50:48,865 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,881 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 17:50:48,896 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:48,911 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:48,926 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:48,939 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:48,954 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 17:50:48,967 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 17:50:48,980 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 17:50:48,992 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 17:50:49,006 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 17:50:49,021 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 17:50:49,036 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:50:49,052 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 17:50:49,065 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 17:50:49,080 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 17:50:49,095 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 17:50:49,111 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 17:50:49,126 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 17:50:49,139 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 17:50:49,152 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-26 17:50:49,180 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 17:50:49,196 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 17:50:49,209 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 17:50:49,225 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 17:50:49,240 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 17:50:49,256 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 17:50:49,272 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.915, mIoU: 0.633
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2023-07-26 17:50:49,302 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 17:50:49,315 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-26 17:50:49,330 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 17:50:49,344 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.915, mIoU: 0.634
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2023-07-26 17:50:49,376 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.916, mIoU: 0.635
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2023-07-26 17:50:49,475 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:50:49,490 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 17:50:49,505 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:50:49,519 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 17:50:49,534 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 17:50:49,621 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 17:50:49,636 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 17:50:49,651 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 17:50:49,666 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 17:50:49,697 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 17:50:49,712 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-26 17:50:50,005 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-26 17:50:51,831 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-26 17:50:52,606 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 17:50:52,622 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 17:50:52,637 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:50:52,653 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 17:50:52,666 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:50:52,683 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:50:52,698 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 17:50:52,714 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 17:50:52,727 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 17:50:52,743 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:52,757 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:52,774 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:52,788 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 17:50:52,803 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 17:50:52,818 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,832 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,847 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 17:50:52,862 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,875 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,890 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,906 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:52,920 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 17:50:52,936 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:52,951 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:52,967 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 17:50:52,983 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 17:50:52,998 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 17:50:53,014 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 17:50:53,029 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 17:50:53,044 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:53,058 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:53,072 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:53,088 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 17:50:53,104 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,120 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,135 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,148 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,164 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,177 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,188 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,202 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,217 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-26 17:50:53,232 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,247 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,262 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,278 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 17:50:53,293 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,302 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,312 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-26 17:50:53,326 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 17:50:53,340 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 17:50:53,356 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 17:50:53,369 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 17:50:53,384 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,401 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,416 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,432 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,447 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,461 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 17:50:53,477 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 17:50:53,493 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 17:50:53,506 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 17:50:53,522 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 17:50:53,533 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 17:50:53,548 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 17:50:53,562 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 17:50:53,576 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 17:50:53,591 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 17:50:53,606 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 17:50:53,616 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 17:50:53,629 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 17:50:53,643 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-26 17:50:53,658 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 17:50:53,671 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 17:50:53,684 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 17:50:53,697 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:53,712 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:53,727 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,741 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:53,750 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,765 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,780 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,793 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,807 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:53,822 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 17:50:53,835 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 17:50:53,850 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 17:50:53,863 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 17:50:53,879 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 17:50:53,894 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 17:50:53,910 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 17:50:53,926 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 17:50:53,940 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 17:50:53,953 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 17:50:53,968 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 17:50:53,983 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:53,997 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:54,012 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 17:50:54,028 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 17:50:54,045 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 17:50:54,060 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 17:50:54,073 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 17:50:54,088 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 17:50:54,103 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 17:50:54,118 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-26 17:50:54,133 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 17:50:54,149 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 17:50:54,163 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 17:50:54,178 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 17:50:54,193 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 17:50:54,207 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 17:50:54,222 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-26 17:50:54,234 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-26 17:50:54,250 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-26 17:50:54,263 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-26 17:50:54,275 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-26 17:50:54,288 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-26 17:50:54,303 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-26 17:50:54,319 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-26 17:50:54,334 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,349 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,358 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,374 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,389 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,405 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,421 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,436 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-26 17:50:54,449 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-26 17:50:54,463 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,478 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,493 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,508 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,521 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,534 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,550 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,564 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,580 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-26 17:50:54,593 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 17:50:54,609 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 17:50:54,625 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 17:50:54,641 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 17:50:54,654 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 17:50:54,670 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,685 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,699 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 17:50:54,714 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,729 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,744 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,760 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,773 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,789 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,804 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:54,821 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-26 17:50:54,832 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 17:50:54,847 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 17:50:54,862 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,875 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,890 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,903 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,919 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,934 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,949 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,962 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 17:50:54,975 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:54,988 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,004 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,019 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,035 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,050 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,065 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,079 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 17:50:55,094 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,110 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,124 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,139 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,155 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,170 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,184 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,199 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,211 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 17:50:55,226 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 17:50:55,241 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 17:50:55,255 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 17:50:55,269 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 17:50:55,284 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,296 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,310 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,325 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,340 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,353 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 17:50:55,369 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-26 17:50:55,383 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.912, mIoU: 0.642
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2023-07-26 17:50:55,414 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-26 17:50:55,430 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,445 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,460 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,475 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,490 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-26 17:50:55,503 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-26 17:50:55,518 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,533 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,549 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,562 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,577 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,591 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,606 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,621 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,637 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,652 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,667 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,682 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:55,696 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,710 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-26 17:50:55,724 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-26 17:50:55,739 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-26 17:50:55,757 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-26 17:50:55,772 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-26 17:50:55,788 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-26 17:50:55,798 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:55,812 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,827 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,841 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,855 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:55,869 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,882 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,897 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,914 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,929 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 17:50:55,945 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:55,958 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:55,973 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:55,986 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,001 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,017 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,033 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,049 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,065 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,080 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,093 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-26 17:50:56,108 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-26 17:50:56,123 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-26 17:50:56,137 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,150 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,164 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,180 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,195 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,208 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,223 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,239 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 17:50:56,254 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:50:56,267 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:50:56,280 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:50:56,288 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:50:56,302 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:50:56,318 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,333 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,349 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,364 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,379 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,395 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,410 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,423 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,438 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,452 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:56,467 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,482 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,494 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,507 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,520 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,534 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,547 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,560 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,573 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-26 17:50:56,588 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,604 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,616 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,631 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,644 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,656 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:50:56,671 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:50:56,687 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,702 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,718 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,733 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,748 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,762 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,778 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,793 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,809 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,825 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,840 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,855 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,868 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,880 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,893 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,908 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,923 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:56,936 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,949 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:56,963 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,977 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:56,992 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:57,007 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,022 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,035 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,049 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:57,062 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:50:57,076 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,091 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,105 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,121 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,134 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,150 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,165 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,178 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,192 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,207 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,223 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,238 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 17:50:57,254 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,266 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,279 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,294 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:57,307 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:57,322 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:57,339 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,352 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,367 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,381 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,396 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,411 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,424 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,437 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,452 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,467 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:57,481 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,496 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:57,511 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:57,524 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:57,537 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:57,553 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,568 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,585 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,598 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,612 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,626 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,642 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,655 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,669 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,684 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,699 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,713 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,728 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,744 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:57,760 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,776 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,789 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,802 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,816 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:50:57,830 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:57,842 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:57,855 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:57,871 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,884 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,897 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,911 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,926 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,941 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,957 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:57,970 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:57,983 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:57,998 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:58,013 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:58,029 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:58,045 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:58,058 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:50:58,071 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,084 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,100 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,116 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,131 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,146 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:58,157 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,170 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,185 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,201 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,214 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,229 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,242 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,257 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,270 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,284 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,297 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:58,312 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:58,326 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 17:50:58,339 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,354 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,369 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:58,383 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:58,397 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,412 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:58,427 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,442 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,456 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,470 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,485 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,499 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,512 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,525 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,541 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,555 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,572 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,587 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,599 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,613 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,630 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,645 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,658 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,674 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,688 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,701 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,715 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,731 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,745 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:50:58,758 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,770 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,786 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,801 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,816 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,829 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,844 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:58,859 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,874 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,890 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,903 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,918 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,932 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:58,947 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,961 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:58,974 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:58,989 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:50:59,002 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,017 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,032 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,047 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,062 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,077 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,092 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,106 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,122 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,137 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,152 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,167 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,177 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:50:59,191 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,204 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,219 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,234 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,249 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,263 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,278 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,293 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,308 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,324 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,340 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,353 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,369 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,383 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,398 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,411 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,426 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,441 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,457 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,470 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,485 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,500 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:50:59,513 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,527 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,542 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:50:59,555 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,569 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,582 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,596 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,611 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,626 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:50:59,640 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,655 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,671 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,684 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:50:59,697 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:50:59,712 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,725 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,739 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,754 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,768 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,783 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,799 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,812 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,825 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,841 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,856 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,869 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,884 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,897 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,912 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,926 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,943 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:50:59,958 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,973 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:50:59,982 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:50:59,998 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,014 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,027 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,042 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,057 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:51:00,073 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,086 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,101 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,117 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,133 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,148 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,163 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,180 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,195 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,208 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,223 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,238 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,252 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 17:51:00,265 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,280 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,295 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,310 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,317 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,330 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,344 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,356 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 17:51:00,367 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:51:00,382 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:51:00,397 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:51:00,412 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 17:51:00,423 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:00,436 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:00,451 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:00,462 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:00,477 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:00,490 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:00,506 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:00,521 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:00,536 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,551 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:00,563 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,576 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,592 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,607 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 17:51:00,622 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,638 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,651 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,661 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,673 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,685 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,697 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,711 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,724 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:00,739 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:00,754 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:00,769 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:00,783 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:00,798 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,812 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,827 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,842 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,856 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,869 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,884 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,899 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:00,912 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,925 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,940 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,953 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,969 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,982 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:00,997 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,012 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,029 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,044 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,058 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,073 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 17:51:01,088 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 17:51:01,103 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 17:51:01,119 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 17:51:01,132 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,145 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,160 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,176 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,191 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,206 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 17:51:01,222 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 17:51:01,238 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 17:51:01,253 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 17:51:01,268 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 17:51:01,281 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 17:51:01,296 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,306 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,319 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 17:51:01,334 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 17:51:01,346 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,360 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 17:51:01,375 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,390 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,405 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,420 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,435 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,449 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,461 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,476 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,489 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,503 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,519 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,532 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,548 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,561 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,577 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,592 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,608 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,623 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,638 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,652 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,664 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,680 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 17:51:01,693 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,707 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,722 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,737 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:01,752 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,764 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,777 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,792 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,808 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,823 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,835 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,848 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,863 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,877 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,892 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:01,906 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 17:51:01,921 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,936 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,950 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,965 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,980 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 17:51:01,994 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 17:51:02,009 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,024 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,037 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,052 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,068 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,084 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,096 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,111 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,127 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,144 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,157 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,173 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,188 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,203 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,219 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,234 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,250 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,263 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,279 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,295 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,309 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,324 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,336 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,345 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,360 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,375 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,387 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,403 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,417 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,430 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,443 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,457 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,472 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,486 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,502 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,516 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,534 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,549 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,562 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,577 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 17:51:02,592 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:02,607 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,620 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,633 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,648 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:02,663 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,678 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,693 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,706 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,721 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,735 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,748 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 17:51:02,764 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,779 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-26 17:51:02,837 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,852 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,866 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,881 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,894 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,910 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:02,923 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:02,936 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-26 17:51:02,963 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:02,978 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-26 17:51:03,008 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:03,019 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 17:51:03,032 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,048 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-26 17:51:03,122 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,135 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,149 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-26 17:51:03,177 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,192 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,205 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-26 17:51:03,320 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,332 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-26 17:51:03,619 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 17:51:03,634 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.915, mIoU: 0.653
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2023-07-26 17:51:03,864 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,879 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,896 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,911 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,925 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,940 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:03,956 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:03,972 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:03,984 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,000 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,016 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,027 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,042 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,058 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 17:51:04,074 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,087 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 17:51:04,100 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:04,116 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:04,130 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,146 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,159 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:04,174 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 17:51:04,186 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,199 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,214 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,228 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,242 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,257 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,272 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,285 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,300 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,313 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,328 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,342 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 17:51:04,354 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,368 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,384 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,400 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,416 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,430 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,443 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,458 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 17:51:04,474 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,487 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,501 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,516 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,532 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,547 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,562 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,577 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,592 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,605 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,619 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,634 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,646 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,661 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,675 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,690 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,704 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,719 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,733 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,747 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,761 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,775 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,790 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,805 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,819 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,834 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,849 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,861 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,874 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,889 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,904 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,917 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,932 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,947 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:04,961 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,976 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:04,990 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,005 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,019 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,032 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,045 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,058 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,072 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,085 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,100 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,115 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,128 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,141 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,157 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,168 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,182 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,197 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,212 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,227 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,242 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,255 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,270 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,284 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,297 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,312 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,327 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,342 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,355 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,370 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,385 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,399 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,414 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,427 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,442 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,457 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,472 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,487 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,499 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,514 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,529 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,544 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,559 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,574 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,589 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,604 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,614 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-26 17:51:05,628 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,641 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,654 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-26 17:51:05,670 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,685 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:05,699 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:05,711 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,724 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,737 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,752 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,765 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,780 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,794 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,807 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,823 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,838 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,852 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,867 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,883 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,896 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,911 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,923 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,939 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,954 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:05,970 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:05,985 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:05,998 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,011 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,025 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,039 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-26 17:51:06,053 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,066 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,078 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,093 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,107 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,121 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,134 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,148 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,165 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,180 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,194 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,209 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-26 17:51:06,217 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-26 17:51:06,232 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-26 17:51:06,244 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-26 17:51:06,257 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,272 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,287 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-26 17:51:06,302 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,317 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,333 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,348 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,363 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,376 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,391 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:51:06,408 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:51:06,422 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:51:06,438 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-26 17:51:06,453 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 17:51:06,470 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,484 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,499 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,514 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,529 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-26 17:51:06,555 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,570 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,585 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-26 17:51:06,600 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 17:51:06,615 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,629 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,644 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,659 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,672 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,687 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,700 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,715 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,730 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,745 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,759 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,772 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,787 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,802 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,817 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,832 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,846 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,862 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,877 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,890 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,905 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,919 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,934 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,949 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,964 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:06,979 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:06,994 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,008 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,018 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,033 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,046 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,061 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,076 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,091 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,106 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,117 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,126 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,143 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,157 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,172 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,185 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,200 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,215 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,228 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,244 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,259 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,273 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-26 17:51:07,288 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:07,301 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,316 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,331 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,346 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,359 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,374 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,389 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 17:51:07,403 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:51:07,419 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:51:07,432 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:51:07,446 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:51:07,461 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 17:51:07,478 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 17:51:24,572 semantic_segmentation INFO: Iters: 112810/150000 || Lr: 0.005701 || Task Loss: 0.8045 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:06 || Estimated Time: 18:09:15
2023-07-26 17:51:41,779 semantic_segmentation INFO: Iters: 112820/150000 || Lr: 0.005700 || Task Loss: 0.3961 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:24 || Estimated Time: 18:08:58
2023-07-26 17:51:59,051 semantic_segmentation INFO: Iters: 112830/150000 || Lr: 0.005698 || Task Loss: 0.4803 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:41 || Estimated Time: 18:08:40
2023-07-26 17:52:16,175 semantic_segmentation INFO: Iters: 112840/150000 || Lr: 0.005697 || Task Loss: 0.4274 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:58 || Estimated Time: 18:08:22
2023-07-26 17:52:33,421 semantic_segmentation INFO: Iters: 112850/150000 || Lr: 0.005695 || Task Loss: 0.4299 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:15 || Estimated Time: 18:08:04
2023-07-26 17:52:50,769 semantic_segmentation INFO: Iters: 112860/150000 || Lr: 0.005694 || Task Loss: 0.5128 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:33 || Estimated Time: 18:07:47
2023-07-26 17:53:07,901 semantic_segmentation INFO: Iters: 112870/150000 || Lr: 0.005693 || Task Loss: 0.3378 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:50 || Estimated Time: 18:07:29
2023-07-26 17:53:25,084 semantic_segmentation INFO: Iters: 112880/150000 || Lr: 0.005691 || Task Loss: 0.4932 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:07 || Estimated Time: 18:07:11
2023-07-26 17:53:42,280 semantic_segmentation INFO: Iters: 112890/150000 || Lr: 0.005690 || Task Loss: 0.4891 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:24 || Estimated Time: 18:06:54
2023-07-26 17:53:59,403 semantic_segmentation INFO: Iters: 112900/150000 || Lr: 0.005688 || Task Loss: 0.3376 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:41 || Estimated Time: 18:06:36
2023-07-26 17:54:16,567 semantic_segmentation INFO: Iters: 112910/150000 || Lr: 0.005687 || Task Loss: 0.5492 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:58 || Estimated Time: 18:06:18
2023-07-26 17:54:34,211 semantic_segmentation INFO: Iters: 112920/150000 || Lr: 0.005686 || Task Loss: 0.5085 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:16 || Estimated Time: 18:06:01
2023-07-26 17:54:51,217 semantic_segmentation INFO: Iters: 112930/150000 || Lr: 0.005684 || Task Loss: 0.2923 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:33 || Estimated Time: 18:05:43
2023-07-26 17:55:08,640 semantic_segmentation INFO: Iters: 112940/150000 || Lr: 0.005683 || Task Loss: 0.4797 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:50 || Estimated Time: 18:05:25
2023-07-26 17:55:25,707 semantic_segmentation INFO: Iters: 112950/150000 || Lr: 0.005682 || Task Loss: 0.4485 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:07 || Estimated Time: 18:05:08
2023-07-26 17:55:42,970 semantic_segmentation INFO: Iters: 112960/150000 || Lr: 0.005680 || Task Loss: 0.3379 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:25 || Estimated Time: 18:04:50
2023-07-26 17:56:00,030 semantic_segmentation INFO: Iters: 112970/150000 || Lr: 0.005679 || Task Loss: 0.5308 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:42 || Estimated Time: 18:04:32
2023-07-26 17:56:17,264 semantic_segmentation INFO: Iters: 112980/150000 || Lr: 0.005677 || Task Loss: 0.3957 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:59 || Estimated Time: 18:04:14
2023-07-26 17:56:34,430 semantic_segmentation INFO: Iters: 112990/150000 || Lr: 0.005676 || Task Loss: 0.4166 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:16 || Estimated Time: 18:03:57
2023-07-26 17:56:51,580 semantic_segmentation INFO: Iters: 113000/150000 || Lr: 0.005675 || Task Loss: 0.3243 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:33 || Estimated Time: 18:03:39
2023-07-26 17:57:08,815 semantic_segmentation INFO: Iters: 113010/150000 || Lr: 0.005673 || Task Loss: 0.4485 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:51 || Estimated Time: 18:03:21
2023-07-26 17:57:26,061 semantic_segmentation INFO: Iters: 113020/150000 || Lr: 0.005672 || Task Loss: 0.4611 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:08 || Estimated Time: 18:03:04
2023-07-26 17:57:43,256 semantic_segmentation INFO: Iters: 113030/150000 || Lr: 0.005671 || Task Loss: 0.2446 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:25 || Estimated Time: 18:02:46
2023-07-26 17:58:00,645 semantic_segmentation INFO: Iters: 113040/150000 || Lr: 0.005669 || Task Loss: 0.4221 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:42 || Estimated Time: 18:02:28
2023-07-26 17:58:18,195 semantic_segmentation INFO: Iters: 113050/150000 || Lr: 0.005668 || Task Loss: 0.5576 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:11:00 || Estimated Time: 18:02:11
2023-07-26 17:58:35,259 semantic_segmentation INFO: Iters: 113060/150000 || Lr: 0.005666 || Task Loss: 0.4440 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:11:17 || Estimated Time: 18:01:53
2023-07-26 17:58:52,589 semantic_segmentation INFO: Iters: 113070/150000 || Lr: 0.005665 || Task Loss: 0.3325 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:11:34 || Estimated Time: 18:01:35
2023-07-26 17:59:09,622 semantic_segmentation INFO: Iters: 113080/150000 || Lr: 0.005664 || Task Loss: 0.3240 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:11:51 || Estimated Time: 18:01:18
2023-07-26 17:59:27,039 semantic_segmentation INFO: Iters: 113090/150000 || Lr: 0.005662 || Task Loss: 0.4581 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:12:09 || Estimated Time: 18:01:00
2023-07-26 17:59:44,641 semantic_segmentation INFO: Iters: 113100/150000 || Lr: 0.005661 || Task Loss: 0.4862 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:12:26 || Estimated Time: 18:00:42
2023-07-26 18:00:01,697 semantic_segmentation INFO: Iters: 113110/150000 || Lr: 0.005659 || Task Loss: 0.5928 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:12:43 || Estimated Time: 18:00:25
2023-07-26 18:00:18,907 semantic_segmentation INFO: Iters: 113120/150000 || Lr: 0.005658 || Task Loss: 0.4093 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:01 || Estimated Time: 18:00:07
2023-07-26 18:00:36,105 semantic_segmentation INFO: Iters: 113130/150000 || Lr: 0.005657 || Task Loss: 0.3745 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:18 || Estimated Time: 17:59:49
2023-07-26 18:00:53,420 semantic_segmentation INFO: Iters: 113140/150000 || Lr: 0.005655 || Task Loss: 0.3506 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:35 || Estimated Time: 17:59:32
2023-07-26 18:01:10,494 semantic_segmentation INFO: Iters: 113150/150000 || Lr: 0.005654 || Task Loss: 0.2889 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:52 || Estimated Time: 17:59:14
2023-07-26 18:01:27,855 semantic_segmentation INFO: Iters: 113160/150000 || Lr: 0.005653 || Task Loss: 0.5228 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:10 || Estimated Time: 17:58:56
2023-07-26 18:01:44,991 semantic_segmentation INFO: Iters: 113170/150000 || Lr: 0.005651 || Task Loss: 0.4323 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:27 || Estimated Time: 17:58:39
2023-07-26 18:02:02,105 semantic_segmentation INFO: Iters: 113180/150000 || Lr: 0.005650 || Task Loss: 0.2530 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:44 || Estimated Time: 17:58:21
2023-07-26 18:02:19,319 semantic_segmentation INFO: Iters: 113190/150000 || Lr: 0.005648 || Task Loss: 0.3177 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:01 || Estimated Time: 17:58:03
2023-07-26 18:02:36,719 semantic_segmentation INFO: Iters: 113200/150000 || Lr: 0.005647 || Task Loss: 0.4238 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:19 || Estimated Time: 17:57:46
2023-07-26 18:02:54,082 semantic_segmentation INFO: Iters: 113210/150000 || Lr: 0.005646 || Task Loss: 0.5227 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:36 || Estimated Time: 17:57:28
2023-07-26 18:03:11,327 semantic_segmentation INFO: Iters: 113220/150000 || Lr: 0.005644 || Task Loss: 0.4787 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:53 || Estimated Time: 17:57:10
2023-07-26 18:03:28,340 semantic_segmentation INFO: Iters: 113230/150000 || Lr: 0.005643 || Task Loss: 0.5241 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:10 || Estimated Time: 17:56:52
2023-07-26 18:03:45,554 semantic_segmentation INFO: Iters: 113240/150000 || Lr: 0.005642 || Task Loss: 0.3232 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:27 || Estimated Time: 17:56:35
2023-07-26 18:04:02,731 semantic_segmentation INFO: Iters: 113250/150000 || Lr: 0.005640 || Task Loss: 0.3677 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:45 || Estimated Time: 17:56:17
2023-07-26 18:04:19,829 semantic_segmentation INFO: Iters: 113260/150000 || Lr: 0.005639 || Task Loss: 0.4540 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:02 || Estimated Time: 17:55:59
2023-07-26 18:04:36,911 semantic_segmentation INFO: Iters: 113270/150000 || Lr: 0.005637 || Task Loss: 0.4167 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:19 || Estimated Time: 17:55:42
2023-07-26 18:04:54,116 semantic_segmentation INFO: Iters: 113280/150000 || Lr: 0.005636 || Task Loss: 0.2659 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:36 || Estimated Time: 17:55:24
2023-07-26 18:05:11,351 semantic_segmentation INFO: Iters: 113290/150000 || Lr: 0.005635 || Task Loss: 0.5334 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:53 || Estimated Time: 17:55:06
2023-07-26 18:05:28,544 semantic_segmentation INFO: Iters: 113300/150000 || Lr: 0.005633 || Task Loss: 0.3997 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:10 || Estimated Time: 17:54:49
2023-07-26 18:05:45,965 semantic_segmentation INFO: Iters: 113310/150000 || Lr: 0.005632 || Task Loss: 0.2901 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:28 || Estimated Time: 17:54:31
2023-07-26 18:06:03,570 semantic_segmentation INFO: Iters: 113320/150000 || Lr: 0.005630 || Task Loss: 0.3345 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:45 || Estimated Time: 17:54:13
2023-07-26 18:06:21,029 semantic_segmentation INFO: Iters: 113330/150000 || Lr: 0.005629 || Task Loss: 0.3212 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:03 || Estimated Time: 17:53:56
2023-07-26 18:06:38,052 semantic_segmentation INFO: Iters: 113340/150000 || Lr: 0.005628 || Task Loss: 0.3766 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:20 || Estimated Time: 17:53:38
2023-07-26 18:06:55,170 semantic_segmentation INFO: Iters: 113350/150000 || Lr: 0.005626 || Task Loss: 0.5281 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:37 || Estimated Time: 17:53:20
2023-07-26 18:07:12,461 semantic_segmentation INFO: Iters: 113360/150000 || Lr: 0.005625 || Task Loss: 0.4554 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:54 || Estimated Time: 17:53:03
2023-07-26 18:07:29,606 semantic_segmentation INFO: Iters: 113370/150000 || Lr: 0.005624 || Task Loss: 0.2627 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:11 || Estimated Time: 17:52:45
2023-07-26 18:07:46,760 semantic_segmentation INFO: Iters: 113380/150000 || Lr: 0.005622 || Task Loss: 0.3578 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:29 || Estimated Time: 17:52:27
2023-07-26 18:08:04,186 semantic_segmentation INFO: Iters: 113390/150000 || Lr: 0.005621 || Task Loss: 0.3453 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:46 || Estimated Time: 17:52:10
2023-07-26 18:08:21,373 semantic_segmentation INFO: Iters: 113400/150000 || Lr: 0.005619 || Task Loss: 0.5238 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2528|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:03 || Estimated Time: 17:51:52
2023-07-26 18:08:38,503 semantic_segmentation INFO: Iters: 113410/150000 || Lr: 0.005618 || Task Loss: 0.4494 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:20 || Estimated Time: 17:51:34
2023-07-26 18:08:55,770 semantic_segmentation INFO: Iters: 113420/150000 || Lr: 0.005617 || Task Loss: 0.4318 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:38 || Estimated Time: 17:51:17
2023-07-26 18:09:12,885 semantic_segmentation INFO: Iters: 113430/150000 || Lr: 0.005615 || Task Loss: 0.2417 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:55 || Estimated Time: 17:50:59
2023-07-26 18:09:30,155 semantic_segmentation INFO: Iters: 113440/150000 || Lr: 0.005614 || Task Loss: 0.3014 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:12 || Estimated Time: 17:50:41
2023-07-26 18:09:47,667 semantic_segmentation INFO: Iters: 113450/150000 || Lr: 0.005613 || Task Loss: 0.4835 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:29 || Estimated Time: 17:50:24
2023-07-26 18:10:05,032 semantic_segmentation INFO: Iters: 113460/150000 || Lr: 0.005611 || Task Loss: 0.3575 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:47 || Estimated Time: 17:50:06
2023-07-26 18:10:22,174 semantic_segmentation INFO: Iters: 113470/150000 || Lr: 0.005610 || Task Loss: 0.4054 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:04 || Estimated Time: 17:49:48
2023-07-26 18:10:39,091 semantic_segmentation INFO: Iters: 113480/150000 || Lr: 0.005608 || Task Loss: 0.3569 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:21 || Estimated Time: 17:49:30
2023-07-26 18:10:56,296 semantic_segmentation INFO: Iters: 113490/150000 || Lr: 0.005607 || Task Loss: 0.3641 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:38 || Estimated Time: 17:49:13
2023-07-26 18:11:13,388 semantic_segmentation INFO: Iters: 113500/150000 || Lr: 0.005606 || Task Loss: 0.4831 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:55 || Estimated Time: 17:48:55
2023-07-26 18:11:30,607 semantic_segmentation INFO: Iters: 113510/150000 || Lr: 0.005604 || Task Loss: 0.3077 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:24:12 || Estimated Time: 17:48:37
2023-07-26 18:11:47,841 semantic_segmentation INFO: Iters: 113520/150000 || Lr: 0.005603 || Task Loss: 0.3901 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:24:30 || Estimated Time: 17:48:20
2023-07-26 18:12:04,903 semantic_segmentation INFO: Iters: 113530/150000 || Lr: 0.005601 || Task Loss: 0.3363 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:24:47 || Estimated Time: 17:48:02
2023-07-26 18:12:22,105 semantic_segmentation INFO: Iters: 113540/150000 || Lr: 0.005600 || Task Loss: 0.3578 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:04 || Estimated Time: 17:47:44
2023-07-26 18:12:39,378 semantic_segmentation INFO: Iters: 113550/150000 || Lr: 0.005599 || Task Loss: 0.3710 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:21 || Estimated Time: 17:47:27
2023-07-26 18:12:56,509 semantic_segmentation INFO: Iters: 113560/150000 || Lr: 0.005597 || Task Loss: 0.2943 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:38 || Estimated Time: 17:47:09
2023-07-26 18:13:13,615 semantic_segmentation INFO: Iters: 113570/150000 || Lr: 0.005596 || Task Loss: 0.4162 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:55 || Estimated Time: 17:46:51
2023-07-26 18:13:30,728 semantic_segmentation INFO: Iters: 113580/150000 || Lr: 0.005595 || Task Loss: 0.4215 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:13 || Estimated Time: 17:46:33
2023-07-26 18:13:48,067 semantic_segmentation INFO: Iters: 113590/150000 || Lr: 0.005593 || Task Loss: 0.4239 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:30 || Estimated Time: 17:46:16
2023-07-26 18:14:05,201 semantic_segmentation INFO: Iters: 113600/150000 || Lr: 0.005592 || Task Loss: 0.3686 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:47 || Estimated Time: 17:45:58
2023-07-26 18:14:05,329 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 18:14:05,721 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.987, mIoU: 0.092
2023-07-26 18:14:05,734 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.129
2023-07-26 18:14:05,747 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.141
2023-07-26 18:14:05,761 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.143
2023-07-26 18:14:05,774 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.943, mIoU: 0.213
2023-07-26 18:14:05,786 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.259
2023-07-26 18:14:05,799 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.298
2023-07-26 18:14:05,813 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.303
2023-07-26 18:14:05,825 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.330
2023-07-26 18:14:05,839 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.375
2023-07-26 18:14:05,852 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.378
2023-07-26 18:14:05,866 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.421
2023-07-26 18:14:05,878 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.381
2023-07-26 18:14:05,892 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.898, mIoU: 0.357
2023-07-26 18:14:05,905 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.902, mIoU: 0.350
2023-07-26 18:14:05,917 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.905, mIoU: 0.345
2023-07-26 18:14:05,927 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.906, mIoU: 0.344
2023-07-26 18:14:05,939 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.342
2023-07-26 18:14:05,953 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.353
2023-07-26 18:14:05,968 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.397
2023-07-26 18:14:05,982 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.914, mIoU: 0.398
2023-07-26 18:14:05,996 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.409
2023-07-26 18:14:06,010 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.432
2023-07-26 18:14:06,025 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.911, mIoU: 0.433
2023-07-26 18:14:06,039 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.438
2023-07-26 18:14:06,052 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.910, mIoU: 0.441
2023-07-26 18:14:06,066 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.442
2023-07-26 18:14:06,078 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.441
2023-07-26 18:14:06,092 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.432
2023-07-26 18:14:06,105 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.432
2023-07-26 18:14:06,118 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.432
2023-07-26 18:14:06,133 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.432
2023-07-26 18:14:06,147 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.441
2023-07-26 18:14:06,161 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.438
2023-07-26 18:14:06,176 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.456
2023-07-26 18:14:06,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.457
2023-07-26 18:14:06,202 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.460
2023-07-26 18:14:06,214 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-26 18:14:06,230 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-26 18:14:06,242 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.512
2023-07-26 18:14:06,255 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.539
2023-07-26 18:14:06,269 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.539
2023-07-26 18:14:06,283 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.538
2023-07-26 18:14:06,295 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.538
2023-07-26 18:14:06,310 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.543
2023-07-26 18:14:06,324 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.548
2023-07-26 18:14:06,337 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.553
2023-07-26 18:14:06,350 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-26 18:14:06,364 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.559
2023-07-26 18:14:06,380 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-26 18:14:06,396 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.558
2023-07-26 18:14:06,412 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.558
2023-07-26 18:14:06,425 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.556
2023-07-26 18:14:06,440 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-26 18:14:06,456 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.560
2023-07-26 18:14:06,469 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.554
2023-07-26 18:14:06,485 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-26 18:14:06,502 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-26 18:14:06,515 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-26 18:14:06,531 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.587
2023-07-26 18:14:06,545 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-26 18:14:06,560 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-26 18:14:06,574 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.590
2023-07-26 18:14:06,592 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.594
2023-07-26 18:14:06,606 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-26 18:14:06,622 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-26 18:14:06,638 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.597
2023-07-26 18:14:06,651 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-26 18:14:06,667 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-26 18:14:06,682 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.638
2023-07-26 18:14:06,699 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.663
2023-07-26 18:14:06,713 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.663
2023-07-26 18:14:06,728 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.658
2023-07-26 18:14:06,743 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.656
2023-07-26 18:14:06,758 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.659
2023-07-26 18:14:06,773 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.645
2023-07-26 18:14:06,788 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 18:14:06,797 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 18:14:06,812 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 18:14:06,829 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 18:14:06,842 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 18:14:06,857 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 18:14:06,871 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 18:14:06,886 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 18:14:06,902 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 18:14:06,916 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 18:14:06,931 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-26 18:14:06,946 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-26 18:14:06,961 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:06,975 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:06,990 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 18:14:07,007 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:07,022 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-26 18:14:07,038 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 18:14:07,053 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 18:14:07,069 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 18:14:07,083 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 18:14:07,096 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 18:14:07,112 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-26 18:14:07,126 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 18:14:07,142 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-26 18:14:07,156 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 18:14:07,169 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 18:14:07,184 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-26 18:14:07,200 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:07,212 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 18:14:07,227 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 18:14:07,243 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 18:14:07,256 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:07,269 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:07,282 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:07,295 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:07,310 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:07,325 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:07,340 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:07,353 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:07,367 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:07,382 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:07,396 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:07,411 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:07,427 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 18:14:07,440 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 18:14:07,454 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 18:14:07,470 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 18:14:07,485 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 18:14:07,494 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 18:14:07,506 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 18:14:07,522 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 18:14:07,531 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-26 18:14:07,544 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 18:14:07,560 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-26 18:14:07,575 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 18:14:07,588 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 18:14:07,604 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 18:14:07,617 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 18:14:07,630 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-26 18:14:07,645 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 18:14:07,659 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 18:14:07,674 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-26 18:14:07,687 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 18:14:07,702 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 18:14:07,717 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-26 18:14:07,732 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-26 18:14:07,748 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 18:14:07,763 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-26 18:14:07,778 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 18:14:07,793 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 18:14:07,808 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 18:14:07,819 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:07,835 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:07,850 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:07,864 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:07,879 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:07,892 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:07,906 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:07,922 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:07,937 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 18:14:07,953 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:07,968 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 18:14:10,885 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 18:14:10,896 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:14:10,911 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 18:14:10,925 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-26 18:14:10,938 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:14:10,953 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 18:14:10,969 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 18:14:10,984 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:10,998 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:11,013 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:11,028 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:11,044 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:11,058 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-26 18:14:11,075 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 18:14:11,090 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 18:14:11,106 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-26 18:14:11,120 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-26 18:14:11,136 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 18:14:11,151 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 18:14:11,166 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 18:14:11,181 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-26 18:14:11,196 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 18:14:11,211 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-26 18:14:11,226 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-26 18:14:11,242 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 18:14:11,257 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,272 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,286 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,301 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,316 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:11,331 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 18:14:11,347 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,362 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,376 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 18:14:11,392 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-26 18:14:11,403 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 18:14:11,419 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-26 18:14:11,432 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 18:14:11,448 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-26 18:14:11,463 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,479 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,493 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 18:14:11,506 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,523 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 18:14:11,537 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,552 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,568 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,583 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,598 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 18:14:11,612 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 18:14:11,627 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 18:14:11,643 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-26 18:14:11,658 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-26 18:14:11,671 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 18:14:11,686 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 18:14:11,699 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-26 18:14:11,712 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 18:14:11,725 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-26 18:14:11,740 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 18:14:11,755 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-26 18:14:11,771 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,786 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,799 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,815 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,830 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-26 18:14:11,845 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 18:14:11,858 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-26 18:14:11,874 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,888 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-26 18:14:11,905 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:11,919 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:11,934 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:11,950 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:11,964 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:11,979 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 18:14:11,995 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 18:14:12,008 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:12,024 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:12,040 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-26 18:14:12,055 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-26 18:14:12,070 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-26 18:14:12,086 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 18:14:12,101 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 18:14:12,116 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 18:14:12,131 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 18:14:12,146 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 18:14:12,161 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-26 18:14:12,176 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 18:14:12,189 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 18:14:12,202 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-26 18:14:12,219 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-26 18:14:12,234 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 18:14:12,249 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 18:14:12,264 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:12,277 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:12,293 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:12,306 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:12,318 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-26 18:14:12,333 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 18:14:12,347 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-26 18:14:12,363 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 18:14:12,378 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-26 18:14:12,394 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 18:14:12,410 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 18:14:12,425 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 18:14:12,434 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-26 18:14:12,445 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-26 18:14:12,458 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 18:14:12,471 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 18:14:12,486 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 18:14:12,499 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-26 18:14:12,514 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 18:14:12,530 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-26 18:14:12,545 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 18:14:12,560 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 18:14:12,575 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 18:14:12,588 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-26 18:14:12,603 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 18:14:12,618 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 18:14:12,631 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 18:14:12,647 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-26 18:14:12,659 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 18:14:12,674 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 18:14:12,688 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 18:14:12,703 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-26 18:14:12,718 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-26 18:14:12,733 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 18:14:12,743 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 18:14:12,756 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 18:14:12,771 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-26 18:14:12,786 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 18:14:12,799 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 18:14:12,813 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 18:14:12,826 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:14:12,841 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:14:12,857 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:14:12,871 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:14:12,881 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:14:12,896 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:14:12,911 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:14:12,924 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 18:14:12,940 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 18:14:12,955 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 18:14:12,969 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:14:12,985 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:14:12,999 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:14:13,015 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,031 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,048 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 18:14:13,064 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:14:13,078 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:14:13,092 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,107 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:14:13,122 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-26 18:14:13,136 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 18:14:13,150 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 18:14:13,167 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:14:13,182 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:14:13,197 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:14:13,210 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:14:13,224 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:14:13,239 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:14:13,254 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:14:13,269 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:14:13,284 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,297 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,312 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,327 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:14:13,340 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:14:13,356 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 18:14:13,367 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 18:14:13,382 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 18:14:13,396 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-26 18:14:13,407 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 18:14:13,419 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 18:14:13,434 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 18:14:13,449 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 18:14:13,464 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 18:14:13,479 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 18:14:13,488 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 18:14:13,503 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 18:14:13,518 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.908, mIoU: 0.623
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2023-07-26 18:14:13,549 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,564 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-26 18:14:13,577 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-26 18:14:13,590 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 18:14:13,605 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 18:14:13,620 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 18:14:13,635 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 18:14:13,647 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 18:14:13,661 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 18:14:13,676 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 18:14:13,690 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 18:14:13,705 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 18:14:13,718 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,733 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,749 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,765 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,778 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,794 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:13,809 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:13,822 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:13,838 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:13,853 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:13,868 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,883 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,896 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,912 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,927 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,944 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:13,954 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 18:14:13,969 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,984 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:13,997 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,011 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:14,024 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:14,039 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,054 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,069 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,082 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,094 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-26 18:14:14,108 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:14,123 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-26 18:14:14,139 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,155 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,170 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,185 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,199 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:14,214 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:14,230 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:14,244 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 18:14:14,260 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,275 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,291 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,306 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-26 18:14:14,321 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,333 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,347 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-26 18:14:14,362 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,376 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,390 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,405 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 18:14:14,416 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 18:14:14,431 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 18:14:14,445 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,460 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 18:14:14,473 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,487 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,501 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,516 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,530 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 18:14:14,546 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,561 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,576 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,592 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,606 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:14,619 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:14,634 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 18:14:14,648 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,663 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,676 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,692 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,705 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,720 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,735 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,751 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,766 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 18:14:14,781 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:14,796 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,811 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,825 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 18:14:14,840 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 18:14:14,855 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 18:14:14,873 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 18:14:14,888 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 18:14:14,904 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 18:14:14,914 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 18:14:14,928 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 18:14:14,943 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 18:14:14,956 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 18:14:14,971 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 18:14:14,985 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:14,998 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,013 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,030 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,045 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,061 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,074 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,088 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,101 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,116 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,130 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,146 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,161 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 18:14:15,176 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,192 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,205 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 18:14:15,220 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 18:14:15,235 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 18:14:15,249 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:15,262 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,276 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,292 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,307 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,321 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,335 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,351 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,366 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,379 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:15,392 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,400 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,415 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:15,431 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:15,446 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,461 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,476 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,491 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,507 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,522 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,534 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,549 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,563 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,578 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:15,593 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,606 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,619 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,631 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:15,645 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:15,658 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:15,671 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:15,684 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:15,699 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:15,714 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:15,726 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:15,740 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:15,753 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,765 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,781 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:15,796 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:15,811 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:15,826 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,841 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,856 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:15,869 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,885 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,900 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:15,918 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:15,934 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:15,949 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:15,965 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:15,978 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:15,990 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,003 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:16,018 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:16,034 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:16,047 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,060 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,075 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,088 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,103 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,118 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,133 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,146 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,160 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,174 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,188 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,204 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,218 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,235 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,248 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,264 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,280 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,293 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,306 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,322 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:16,337 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,353 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,368 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:16,380 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:16,393 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:16,407 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:16,421 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:16,436 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:16,453 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:16,467 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:16,482 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:16,495 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:16,510 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:16,525 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:16,538 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:16,552 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:16,567 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:16,582 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:16,596 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:16,611 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:16,627 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:16,641 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:16,655 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:16,670 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,686 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,703 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,716 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,731 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,744 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,760 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,773 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,786 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,801 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,817 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,830 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,846 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:16,861 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:16,877 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:16,893 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:16,906 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:16,919 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:16,934 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,948 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,961 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:16,974 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:16,990 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,004 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,018 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,032 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,049 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:17,065 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,081 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,094 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,107 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,122 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,138 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,153 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,168 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,181 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,194 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,206 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,222 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,237 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,252 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,266 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,278 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,291 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,306 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,321 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:17,334 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:17,349 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:17,362 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:17,378 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 18:14:17,391 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,407 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:17,421 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,436 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,451 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,465 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:17,481 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,496 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,512 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,527 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,542 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,557 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,573 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,587 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,602 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,617 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 18:14:17,630 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,643 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 18:14:17,656 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 18:14:17,672 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 18:14:17,685 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,701 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,716 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,727 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,741 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,757 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,772 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,784 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,799 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,814 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,827 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,842 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,858 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,873 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,886 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:17,897 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:17,914 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,929 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,944 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,958 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,973 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:17,988 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,003 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,018 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:18,032 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:18,047 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:18,060 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:18,075 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:18,090 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 18:14:18,103 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,119 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,132 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,147 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,162 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,177 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,191 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,207 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,222 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,236 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,253 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,267 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,283 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,299 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,308 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,323 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,336 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:18,351 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,366 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,382 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,395 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,411 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,426 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,441 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,457 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:18,473 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,486 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,502 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,517 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,532 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,545 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,560 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,575 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,591 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,604 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,619 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,634 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,647 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:18,661 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,676 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,689 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,703 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,716 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,730 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,745 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,760 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:18,775 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:18,791 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:18,806 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 18:14:18,819 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:18,832 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:18,847 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,860 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,873 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,888 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,903 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,918 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,934 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,947 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,960 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,976 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:18,991 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,004 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,020 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,033 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,049 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,063 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 18:14:19,080 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,095 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,110 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,119 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,136 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 18:14:19,151 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,165 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,179 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,194 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,209 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,222 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,237 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,252 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,268 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,283 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,297 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 18:14:19,314 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,329 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,342 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,357 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,371 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,385 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,398 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 18:14:19,413 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,428 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,443 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,451 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,464 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,478 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-26 18:14:19,491 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,502 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,518 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,533 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 18:14:19,548 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:19,561 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,574 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,590 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 18:14:19,601 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,618 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,631 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,646 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,661 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,677 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,691 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,704 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,717 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,731 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,746 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,761 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,775 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,788 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,798 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,810 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,823 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,835 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,849 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,863 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:19,878 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,894 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,910 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:19,926 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,942 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,958 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:19,973 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:19,990 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:20,005 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,020 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,036 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,052 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,065 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,078 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,092 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,105 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,120 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,133 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:20,148 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,163 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,180 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,195 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,208 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,223 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,237 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,252 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,266 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,279 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,292 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,307 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,322 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,337 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 18:14:20,351 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 18:14:20,367 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 18:14:20,382 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 18:14:20,396 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,411 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,424 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,439 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 18:14:20,449 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,462 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,477 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 18:14:20,488 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-26 18:14:20,503 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:20,518 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,532 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,548 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,563 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,578 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,592 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,605 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,620 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,633 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,648 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,663 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,676 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,691 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,704 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,719 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,734 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,750 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:20,765 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:20,780 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:20,793 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 18:14:20,805 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,820 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,833 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,847 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,862 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,877 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,892 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,905 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,918 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,933 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:20,949 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,965 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:20,978 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:20,991 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,006 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,021 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 18:14:21,037 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,052 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,067 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,082 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,097 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,112 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 18:14:21,127 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 18:14:21,142 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,156 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,171 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:21,184 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:21,199 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:21,214 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,230 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:21,242 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:21,256 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,271 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,288 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,301 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,316 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,331 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,346 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,361 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,376 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 18:14:21,391 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,404 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,419 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,435 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,448 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,463 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,476 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,485 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,499 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,514 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,527 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,543 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,558 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,571 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,584 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,599 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,613 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,628 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,645 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,660 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,676 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,691 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,704 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 18:14:21,719 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,735 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,750 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,763 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,776 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,791 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,807 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,822 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,837 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,850 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 18:14:21,865 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,880 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,893 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,908 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,924 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,938 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,953 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 18:14:21,981 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:21,995 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,010 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,024 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,037 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,052 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,065 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,078 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,090 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,105 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,120 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,136 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,151 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,161 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,174 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,191 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,207 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,220 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,235 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,252 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,267 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,280 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,295 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,310 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,323 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,337 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,350 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,363 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-26 18:14:22,392 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 18:14:22,474 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,489 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,503 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 18:14:22,534 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,546 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,559 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 18:14:22,575 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-26 18:14:22,604 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,617 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,632 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 18:14:22,663 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 18:14:22,689 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,705 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,720 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 18:14:22,734 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,747 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,762 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 18:14:22,789 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 18:14:22,847 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,862 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,877 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,890 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,905 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,918 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 18:14:22,932 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,948 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 18:14:22,963 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:22,977 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:22,992 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,003 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,018 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,034 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,049 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,061 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,077 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,093 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,108 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,119 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,134 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,149 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,160 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,174 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 18:14:23,190 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 18:14:23,205 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,218 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,231 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,246 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 18:14:23,260 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,275 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,288 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,303 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,316 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,329 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,344 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,359 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,374 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,389 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,405 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,418 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,433 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,447 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,462 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,477 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,490 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,503 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,519 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,533 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,549 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,563 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,576 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,592 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,607 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,621 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,634 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,650 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,665 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,681 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,696 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,711 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,727 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,740 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,754 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,769 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,781 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,796 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,810 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,825 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,839 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,854 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:23,868 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:23,882 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:23,896 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:23,910 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:23,924 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,939 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,954 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 18:14:23,970 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,985 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:23,998 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,012 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,027 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,043 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,057 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,072 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,088 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,103 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 18:14:24,119 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:24,134 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,163 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,176 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,189 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,201 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,214 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,227 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,241 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,255 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:24,268 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 18:14:24,281 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,295 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,319 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,349 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,363 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,378 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,391 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,406 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:24,421 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:24,434 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 18:14:24,465 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:24,480 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:24,493 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 18:14:24,701 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,758 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,816 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 18:14:24,845 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 18:14:24,871 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 18:14:24,944 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 18:14:24,988 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,001 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,016 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,031 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:25,044 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,059 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,070 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,086 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 18:14:25,101 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:25,116 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,130 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,143 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,156 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,170 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,185 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,200 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,214 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,227 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,243 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,258 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,274 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,287 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,302 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,320 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,336 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,351 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,367 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,375 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,390 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,402 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,415 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,430 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,445 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,459 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,474 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,489 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,504 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,519 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,531 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,546 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,562 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,577 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,593 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,609 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,626 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,640 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,655 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,671 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,686 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,700 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,714 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,729 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,745 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,760 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 18:14:25,775 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:25,790 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,804 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,819 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,832 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,846 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,859 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:25,873 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 18:14:25,888 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,903 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,917 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,930 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,944 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,959 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,973 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:25,987 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,002 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,017 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,031 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,044 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,058 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,071 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,086 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,100 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,115 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,129 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,144 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,158 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,167 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,181 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,194 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,208 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 18:14:26,223 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,238 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,253 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,264 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,274 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,290 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,305 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 18:14:26,320 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,333 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,348 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,363 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,376 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,391 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,406 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,420 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,435 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,448 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,463 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,478 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,494 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,507 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,522 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,537 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 18:14:26,552 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,568 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,581 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,596 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,611 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 18:14:26,627 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 18:14:43,420 semantic_segmentation INFO: Iters: 113610/150000 || Lr: 0.005590 || Task Loss: 0.3467 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:27:25 || Estimated Time: 17:45:47
2023-07-26 18:15:00,448 semantic_segmentation INFO: Iters: 113620/150000 || Lr: 0.005589 || Task Loss: 0.4610 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:27:42 || Estimated Time: 17:45:29
2023-07-26 18:15:17,725 semantic_segmentation INFO: Iters: 113630/150000 || Lr: 0.005588 || Task Loss: 0.5215 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:00 || Estimated Time: 17:45:12
2023-07-26 18:15:35,578 semantic_segmentation INFO: Iters: 113640/150000 || Lr: 0.005586 || Task Loss: 0.3613 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:17 || Estimated Time: 17:44:54
2023-07-26 18:15:52,724 semantic_segmentation INFO: Iters: 113650/150000 || Lr: 0.005585 || Task Loss: 0.3657 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:35 || Estimated Time: 17:44:36
2023-07-26 18:16:09,852 semantic_segmentation INFO: Iters: 113660/150000 || Lr: 0.005583 || Task Loss: 0.3425 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:52 || Estimated Time: 17:44:19
2023-07-26 18:16:27,002 semantic_segmentation INFO: Iters: 113670/150000 || Lr: 0.005582 || Task Loss: 0.3769 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:09 || Estimated Time: 17:44:01
2023-07-26 18:16:44,231 semantic_segmentation INFO: Iters: 113680/150000 || Lr: 0.005581 || Task Loss: 0.4932 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:26 || Estimated Time: 17:43:43
2023-07-26 18:17:01,397 semantic_segmentation INFO: Iters: 113690/150000 || Lr: 0.005579 || Task Loss: 0.4239 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:43 || Estimated Time: 17:43:26
2023-07-26 18:17:18,786 semantic_segmentation INFO: Iters: 113700/150000 || Lr: 0.005578 || Task Loss: 0.3285 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:01 || Estimated Time: 17:43:08
2023-07-26 18:17:36,028 semantic_segmentation INFO: Iters: 113710/150000 || Lr: 0.005577 || Task Loss: 0.3258 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:18 || Estimated Time: 17:42:50
2023-07-26 18:17:53,290 semantic_segmentation INFO: Iters: 113720/150000 || Lr: 0.005575 || Task Loss: 0.3734 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:35 || Estimated Time: 17:42:33
2023-07-26 18:18:10,400 semantic_segmentation INFO: Iters: 113730/150000 || Lr: 0.005574 || Task Loss: 0.3390 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:52 || Estimated Time: 17:42:15
2023-07-26 18:18:27,751 semantic_segmentation INFO: Iters: 113740/150000 || Lr: 0.005572 || Task Loss: 0.2277 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:10 || Estimated Time: 17:41:57
2023-07-26 18:18:45,201 semantic_segmentation INFO: Iters: 113750/150000 || Lr: 0.005571 || Task Loss: 0.4949 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:27 || Estimated Time: 17:41:40
2023-07-26 18:19:02,286 semantic_segmentation INFO: Iters: 113760/150000 || Lr: 0.005570 || Task Loss: 0.3946 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:44 || Estimated Time: 17:41:22
2023-07-26 18:19:19,558 semantic_segmentation INFO: Iters: 113770/150000 || Lr: 0.005568 || Task Loss: 0.3514 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:01 || Estimated Time: 17:41:04
2023-07-26 18:19:36,632 semantic_segmentation INFO: Iters: 113780/150000 || Lr: 0.005567 || Task Loss: 0.4550 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:18 || Estimated Time: 17:40:47
2023-07-26 18:19:53,723 semantic_segmentation INFO: Iters: 113790/150000 || Lr: 0.005566 || Task Loss: 0.3424 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:36 || Estimated Time: 17:40:29
2023-07-26 18:20:10,905 semantic_segmentation INFO: Iters: 113800/150000 || Lr: 0.005564 || Task Loss: 0.3459 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:53 || Estimated Time: 17:40:11
2023-07-26 18:20:28,294 semantic_segmentation INFO: Iters: 113810/150000 || Lr: 0.005563 || Task Loss: 0.4761 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:10 || Estimated Time: 17:39:54
2023-07-26 18:20:45,445 semantic_segmentation INFO: Iters: 113820/150000 || Lr: 0.005561 || Task Loss: 0.3995 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:27 || Estimated Time: 17:39:36
2023-07-26 18:21:02,867 semantic_segmentation INFO: Iters: 113830/150000 || Lr: 0.005560 || Task Loss: 0.5516 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:45 || Estimated Time: 17:39:18
2023-07-26 18:21:20,040 semantic_segmentation INFO: Iters: 113840/150000 || Lr: 0.005559 || Task Loss: 0.5720 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:34:02 || Estimated Time: 17:39:01
2023-07-26 18:21:37,189 semantic_segmentation INFO: Iters: 113850/150000 || Lr: 0.005557 || Task Loss: 0.4533 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:34:19 || Estimated Time: 17:38:43
2023-07-26 18:21:54,790 semantic_segmentation INFO: Iters: 113860/150000 || Lr: 0.005556 || Task Loss: 0.3900 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:34:37 || Estimated Time: 17:38:25
2023-07-26 18:22:11,871 semantic_segmentation INFO: Iters: 113870/150000 || Lr: 0.005554 || Task Loss: 0.4006 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:34:54 || Estimated Time: 17:38:08
2023-07-26 18:22:29,346 semantic_segmentation INFO: Iters: 113880/150000 || Lr: 0.005553 || Task Loss: 0.4530 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:35:11 || Estimated Time: 17:37:50
2023-07-26 18:22:46,358 semantic_segmentation INFO: Iters: 113890/150000 || Lr: 0.005552 || Task Loss: 0.3668 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:35:28 || Estimated Time: 17:37:32
2023-07-26 18:23:03,557 semantic_segmentation INFO: Iters: 113900/150000 || Lr: 0.005550 || Task Loss: 0.5811 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:35:45 || Estimated Time: 17:37:14
2023-07-26 18:23:20,954 semantic_segmentation INFO: Iters: 113910/150000 || Lr: 0.005549 || Task Loss: 0.3390 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:03 || Estimated Time: 17:36:57
2023-07-26 18:23:38,079 semantic_segmentation INFO: Iters: 113920/150000 || Lr: 0.005548 || Task Loss: 0.4050 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:20 || Estimated Time: 17:36:39
2023-07-26 18:23:55,381 semantic_segmentation INFO: Iters: 113930/150000 || Lr: 0.005546 || Task Loss: 0.3251 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:37 || Estimated Time: 17:36:21
2023-07-26 18:24:12,498 semantic_segmentation INFO: Iters: 113940/150000 || Lr: 0.005545 || Task Loss: 0.4126 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:54 || Estimated Time: 17:36:04
2023-07-26 18:24:29,689 semantic_segmentation INFO: Iters: 113950/150000 || Lr: 0.005543 || Task Loss: 0.4103 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:11 || Estimated Time: 17:35:46
2023-07-26 18:24:46,972 semantic_segmentation INFO: Iters: 113960/150000 || Lr: 0.005542 || Task Loss: 0.3453 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:29 || Estimated Time: 17:35:28
2023-07-26 18:25:04,110 semantic_segmentation INFO: Iters: 113970/150000 || Lr: 0.005541 || Task Loss: 0.4009 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:46 || Estimated Time: 17:35:11
2023-07-26 18:25:21,211 semantic_segmentation INFO: Iters: 113980/150000 || Lr: 0.005539 || Task Loss: 0.3125 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:03 || Estimated Time: 17:34:53
2023-07-26 18:25:38,297 semantic_segmentation INFO: Iters: 113990/150000 || Lr: 0.005538 || Task Loss: 0.5472 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:20 || Estimated Time: 17:34:35
2023-07-26 18:25:55,552 semantic_segmentation INFO: Iters: 114000/150000 || Lr: 0.005536 || Task Loss: 0.3242 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:37 || Estimated Time: 17:34:18
2023-07-26 18:26:12,590 semantic_segmentation INFO: Iters: 114010/150000 || Lr: 0.005535 || Task Loss: 0.3263 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:54 || Estimated Time: 17:34:00
2023-07-26 18:26:30,117 semantic_segmentation INFO: Iters: 114020/150000 || Lr: 0.005534 || Task Loss: 0.4152 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:12 || Estimated Time: 17:33:42
2023-07-26 18:26:47,111 semantic_segmentation INFO: Iters: 114030/150000 || Lr: 0.005532 || Task Loss: 0.3368 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:29 || Estimated Time: 17:33:25
2023-07-26 18:27:04,533 semantic_segmentation INFO: Iters: 114040/150000 || Lr: 0.005531 || Task Loss: 0.4074 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:46 || Estimated Time: 17:33:07
2023-07-26 18:27:21,793 semantic_segmentation INFO: Iters: 114050/150000 || Lr: 0.005530 || Task Loss: 0.4633 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:04 || Estimated Time: 17:32:49
2023-07-26 18:27:39,021 semantic_segmentation INFO: Iters: 114060/150000 || Lr: 0.005528 || Task Loss: 0.3564 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:21 || Estimated Time: 17:32:32
2023-07-26 18:27:56,028 semantic_segmentation INFO: Iters: 114070/150000 || Lr: 0.005527 || Task Loss: 0.2754 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:38 || Estimated Time: 17:32:14
2023-07-26 18:28:13,348 semantic_segmentation INFO: Iters: 114080/150000 || Lr: 0.005525 || Task Loss: 0.4369 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:55 || Estimated Time: 17:31:56
2023-07-26 18:28:30,421 semantic_segmentation INFO: Iters: 114090/150000 || Lr: 0.005524 || Task Loss: 0.3563 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:12 || Estimated Time: 17:31:38
2023-07-26 18:28:47,678 semantic_segmentation INFO: Iters: 114100/150000 || Lr: 0.005523 || Task Loss: 0.4058 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:29 || Estimated Time: 17:31:21
2023-07-26 18:29:04,733 semantic_segmentation INFO: Iters: 114110/150000 || Lr: 0.005521 || Task Loss: 0.3051 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:47 || Estimated Time: 17:31:03
2023-07-26 18:29:22,027 semantic_segmentation INFO: Iters: 114120/150000 || Lr: 0.005520 || Task Loss: 0.4783 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:04 || Estimated Time: 17:30:45
2023-07-26 18:29:39,034 semantic_segmentation INFO: Iters: 114130/150000 || Lr: 0.005518 || Task Loss: 0.5621 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:21 || Estimated Time: 17:30:28
2023-07-26 18:29:56,336 semantic_segmentation INFO: Iters: 114140/150000 || Lr: 0.005517 || Task Loss: 0.4868 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:38 || Estimated Time: 17:30:10
2023-07-26 18:30:13,510 semantic_segmentation INFO: Iters: 114150/150000 || Lr: 0.005516 || Task Loss: 0.2884 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:55 || Estimated Time: 17:29:52
2023-07-26 18:30:30,547 semantic_segmentation INFO: Iters: 114160/150000 || Lr: 0.005514 || Task Loss: 0.4493 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:12 || Estimated Time: 17:29:35
2023-07-26 18:30:48,037 semantic_segmentation INFO: Iters: 114170/150000 || Lr: 0.005513 || Task Loss: 0.3217 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:30 || Estimated Time: 17:29:17
2023-07-26 18:31:05,159 semantic_segmentation INFO: Iters: 114180/150000 || Lr: 0.005512 || Task Loss: 0.3765 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:47 || Estimated Time: 17:28:59
2023-07-26 18:31:22,248 semantic_segmentation INFO: Iters: 114190/150000 || Lr: 0.005510 || Task Loss: 0.3960 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:04 || Estimated Time: 17:28:41
2023-07-26 18:31:39,441 semantic_segmentation INFO: Iters: 114200/150000 || Lr: 0.005509 || Task Loss: 0.4771 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:21 || Estimated Time: 17:28:24
2023-07-26 18:31:56,637 semantic_segmentation INFO: Iters: 114210/150000 || Lr: 0.005507 || Task Loss: 0.4638 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:38 || Estimated Time: 17:28:06
2023-07-26 18:32:13,738 semantic_segmentation INFO: Iters: 114220/150000 || Lr: 0.005506 || Task Loss: 0.2914 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:56 || Estimated Time: 17:27:48
2023-07-26 18:32:31,192 semantic_segmentation INFO: Iters: 114230/150000 || Lr: 0.005505 || Task Loss: 0.5111 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:13 || Estimated Time: 17:27:31
2023-07-26 18:32:48,243 semantic_segmentation INFO: Iters: 114240/150000 || Lr: 0.005503 || Task Loss: 0.3194 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:30 || Estimated Time: 17:27:13
2023-07-26 18:33:05,345 semantic_segmentation INFO: Iters: 114250/150000 || Lr: 0.005502 || Task Loss: 0.2923 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:47 || Estimated Time: 17:26:55
2023-07-26 18:33:22,392 semantic_segmentation INFO: Iters: 114260/150000 || Lr: 0.005500 || Task Loss: 0.4592 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:04 || Estimated Time: 17:26:38
2023-07-26 18:33:39,558 semantic_segmentation INFO: Iters: 114270/150000 || Lr: 0.005499 || Task Loss: 0.5053 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:21 || Estimated Time: 17:26:20
2023-07-26 18:33:56,580 semantic_segmentation INFO: Iters: 114280/150000 || Lr: 0.005498 || Task Loss: 0.7169 || KD Loss: 0.3668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:38 || Estimated Time: 17:26:02
2023-07-26 18:34:13,733 semantic_segmentation INFO: Iters: 114290/150000 || Lr: 0.005496 || Task Loss: 0.5124 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:56 || Estimated Time: 17:25:44
2023-07-26 18:34:31,178 semantic_segmentation INFO: Iters: 114300/150000 || Lr: 0.005495 || Task Loss: 0.4475 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:13 || Estimated Time: 17:25:27
2023-07-26 18:34:48,209 semantic_segmentation INFO: Iters: 114310/150000 || Lr: 0.005494 || Task Loss: 0.3631 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:30 || Estimated Time: 17:25:09
2023-07-26 18:35:05,398 semantic_segmentation INFO: Iters: 114320/150000 || Lr: 0.005492 || Task Loss: 0.3786 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:47 || Estimated Time: 17:24:51
2023-07-26 18:35:22,578 semantic_segmentation INFO: Iters: 114330/150000 || Lr: 0.005491 || Task Loss: 0.4336 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:04 || Estimated Time: 17:24:34
2023-07-26 18:35:40,077 semantic_segmentation INFO: Iters: 114340/150000 || Lr: 0.005489 || Task Loss: 0.4971 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:22 || Estimated Time: 17:24:16
2023-07-26 18:35:57,213 semantic_segmentation INFO: Iters: 114350/150000 || Lr: 0.005488 || Task Loss: 0.5155 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:39 || Estimated Time: 17:23:58
2023-07-26 18:36:14,213 semantic_segmentation INFO: Iters: 114360/150000 || Lr: 0.005487 || Task Loss: 0.3933 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:56 || Estimated Time: 17:23:41
2023-07-26 18:36:31,424 semantic_segmentation INFO: Iters: 114370/150000 || Lr: 0.005485 || Task Loss: 0.2864 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:13 || Estimated Time: 17:23:23
2023-07-26 18:36:48,614 semantic_segmentation INFO: Iters: 114380/150000 || Lr: 0.005484 || Task Loss: 0.4290 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:30 || Estimated Time: 17:23:05
2023-07-26 18:37:06,110 semantic_segmentation INFO: Iters: 114390/150000 || Lr: 0.005482 || Task Loss: 0.6324 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:48 || Estimated Time: 17:22:48
2023-07-26 18:37:23,106 semantic_segmentation INFO: Iters: 114400/150000 || Lr: 0.005481 || Task Loss: 0.4751 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:05 || Estimated Time: 17:22:30
2023-07-26 18:37:23,237 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 18:37:23,645 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.088
2023-07-26 18:37:23,671 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.123
2023-07-26 18:37:23,683 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.939, mIoU: 0.143
2023-07-26 18:37:23,698 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.146
2023-07-26 18:37:23,712 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.215
2023-07-26 18:37:23,725 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.261
2023-07-26 18:37:23,739 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.303
2023-07-26 18:37:23,755 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.307
2023-07-26 18:37:23,768 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.338
2023-07-26 18:37:23,783 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.383
2023-07-26 18:37:23,799 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.937, mIoU: 0.386
2023-07-26 18:37:23,814 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.396
2023-07-26 18:37:23,826 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.385
2023-07-26 18:37:23,841 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.375
2023-07-26 18:37:23,855 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.899, mIoU: 0.362
2023-07-26 18:37:23,868 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.902, mIoU: 0.359
2023-07-26 18:37:23,879 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.904, mIoU: 0.359
2023-07-26 18:37:23,892 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.906, mIoU: 0.359
2023-07-26 18:37:23,907 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.361
2023-07-26 18:37:23,925 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.406
2023-07-26 18:37:23,940 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.404
2023-07-26 18:37:23,956 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.911, mIoU: 0.415
2023-07-26 18:37:23,972 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.438
2023-07-26 18:37:23,989 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.442
2023-07-26 18:37:24,005 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.444
2023-07-26 18:37:24,020 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.446
2023-07-26 18:37:24,036 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.909, mIoU: 0.443
2023-07-26 18:37:24,047 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.909, mIoU: 0.436
2023-07-26 18:37:24,063 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.425
2023-07-26 18:37:24,079 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.907, mIoU: 0.425
2023-07-26 18:37:24,093 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.425
2023-07-26 18:37:24,109 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.425
2023-07-26 18:37:24,125 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.435
2023-07-26 18:37:24,140 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.433
2023-07-26 18:37:24,157 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.459
2023-07-26 18:37:24,172 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.460
2023-07-26 18:37:24,186 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.909, mIoU: 0.458
2023-07-26 18:37:24,199 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-26 18:37:24,215 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-26 18:37:24,228 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-26 18:37:24,241 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.494
2023-07-26 18:37:24,256 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.905, mIoU: 0.493
2023-07-26 18:37:24,270 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.493
2023-07-26 18:37:24,283 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.904, mIoU: 0.493
2023-07-26 18:37:24,298 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.502
2023-07-26 18:37:24,314 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-26 18:37:24,327 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.512
2023-07-26 18:37:24,340 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.512
2023-07-26 18:37:24,355 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.510
2023-07-26 18:37:24,372 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.510
2023-07-26 18:37:24,389 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.508
2023-07-26 18:37:24,405 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.508
2023-07-26 18:37:24,418 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-26 18:37:24,434 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.503
2023-07-26 18:37:24,449 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-26 18:37:24,463 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.504
2023-07-26 18:37:24,479 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.502
2023-07-26 18:37:24,496 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.500
2023-07-26 18:37:24,510 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.503
2023-07-26 18:37:24,526 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.908, mIoU: 0.548
2023-07-26 18:37:24,540 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.909, mIoU: 0.548
2023-07-26 18:37:24,556 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.909, mIoU: 0.544
2023-07-26 18:37:24,570 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.910, mIoU: 0.543
2023-07-26 18:37:24,589 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.911, mIoU: 0.549
2023-07-26 18:37:24,603 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.550
2023-07-26 18:37:24,619 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.549
2023-07-26 18:37:24,634 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.550
2023-07-26 18:37:24,648 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.915, mIoU: 0.596
2023-07-26 18:37:24,664 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.597
2023-07-26 18:37:24,680 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.913, mIoU: 0.588
2023-07-26 18:37:24,696 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.607
2023-07-26 18:37:24,710 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.914, mIoU: 0.606
2023-07-26 18:37:24,725 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.598
2023-07-26 18:37:24,740 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.914, mIoU: 0.598
2023-07-26 18:37:24,755 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.600
2023-07-26 18:37:24,770 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.909, mIoU: 0.588
2023-07-26 18:37:24,785 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-26 18:37:24,795 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 18:37:24,810 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 18:37:24,826 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.589
2023-07-26 18:37:24,840 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 18:37:24,854 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-26 18:37:24,869 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 18:37:24,884 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-26 18:37:24,900 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-26 18:37:24,915 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-26 18:37:24,931 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-26 18:37:24,947 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-26 18:37:24,963 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-26 18:37:24,977 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-26 18:37:24,993 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-26 18:37:25,010 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-26 18:37:25,026 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-26 18:37:25,041 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.898, mIoU: 0.601
2023-07-26 18:37:25,057 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-26 18:37:25,073 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 18:37:25,087 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.897, mIoU: 0.600
2023-07-26 18:37:25,101 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.898, mIoU: 0.606
2023-07-26 18:37:25,117 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.899, mIoU: 0.604
2023-07-26 18:37:25,130 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.899, mIoU: 0.606
2023-07-26 18:37:25,145 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.900, mIoU: 0.605
2023-07-26 18:37:25,159 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-26 18:37:25,172 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.894, mIoU: 0.602
2023-07-26 18:37:25,187 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.893, mIoU: 0.601
2023-07-26 18:37:25,202 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.893, mIoU: 0.598
2023-07-26 18:37:25,214 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.894, mIoU: 0.606
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2023-07-26 18:37:28,541 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.900, mIoU: 0.602
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2023-07-26 18:37:29,671 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.900, mIoU: 0.592
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2023-07-26 18:37:29,742 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.900, mIoU: 0.592
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2023-07-26 18:37:31,033 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-26 18:37:31,078 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 18:37:31,094 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 18:37:31,110 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:31,127 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 18:37:31,141 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:31,154 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-26 18:37:31,170 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,185 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:31,200 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 18:37:31,215 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:31,232 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,248 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 18:37:31,264 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-26 18:37:31,277 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-26 18:37:31,291 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 18:37:31,307 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 18:37:31,322 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-26 18:37:31,337 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:31,353 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:31,366 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:31,381 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:31,396 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:31,409 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,424 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:31,436 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:31,451 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:31,464 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 18:37:31,476 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.615
2023-07-26 18:37:31,489 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.903, mIoU: 0.615
2023-07-26 18:37:31,504 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 18:37:31,520 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-26 18:37:31,535 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 18:37:31,551 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 18:37:31,561 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 18:37:31,576 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-26 18:37:31,592 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 18:37:31,608 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:31,624 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-26 18:37:31,639 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-26 18:37:31,653 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:31,667 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:31,682 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 18:37:31,697 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:31,712 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:31,725 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-26 18:37:31,739 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 18:37:31,754 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,768 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,784 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,797 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:31,812 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:31,828 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 18:37:31,843 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-26 18:37:31,857 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:31,872 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,887 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,901 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,916 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,932 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:31,947 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 18:37:31,962 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,975 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:31,991 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:32,006 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:32,023 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:32,035 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,050 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:32,066 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:32,079 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,094 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,107 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,122 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 18:37:32,138 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 18:37:32,153 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 18:37:32,166 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,179 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,192 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,207 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,223 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,238 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,252 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,268 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 18:37:32,281 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-26 18:37:32,296 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,312 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,326 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,341 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,357 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:32,372 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 18:37:32,387 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-26 18:37:32,403 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,415 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:32,430 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,445 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:32,459 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-26 18:37:32,475 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,490 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,503 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,518 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,533 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,548 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,561 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,576 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:32,591 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-26 18:37:32,606 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-26 18:37:32,622 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-26 18:37:32,637 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:32,653 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:32,668 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:32,683 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:32,698 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 18:37:32,711 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-26 18:37:32,727 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:32,742 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:32,757 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-26 18:37:32,770 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,786 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,800 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,815 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,830 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,846 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,861 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,876 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-26 18:37:32,891 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:32,905 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:32,920 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:32,935 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:32,950 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:32,968 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-26 18:37:32,984 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 18:37:32,999 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-26 18:37:33,010 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:33,023 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:33,038 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-26 18:37:33,051 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-26 18:37:33,066 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:33,079 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:33,093 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-26 18:37:33,108 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,125 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,141 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,157 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,170 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,185 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,199 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,214 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,229 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,245 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,260 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,275 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,291 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,304 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,319 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-26 18:37:33,335 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,348 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,361 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-26 18:37:33,375 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,391 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,407 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,420 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,434 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,450 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,465 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:33,478 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-26 18:37:33,491 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:33,499 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:33,514 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:33,530 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,545 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,561 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,575 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,591 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-26 18:37:33,622 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,634 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,649 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:33,664 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:33,679 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:33,694 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:33,707 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:33,720 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:33,733 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:33,747 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-26 18:37:33,761 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 18:37:33,774 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-26 18:37:33,788 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-26 18:37:33,803 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,818 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,830 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,844 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 18:37:33,857 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 18:37:33,869 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 18:37:33,884 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,899 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,914 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-26 18:37:33,929 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-26 18:37:33,944 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:33,960 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:33,973 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:33,989 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,004 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,021 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,037 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:34,052 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:34,068 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:34,081 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:34,094 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:34,107 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:34,122 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:34,139 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:34,152 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-26 18:37:34,166 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,181 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,196 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,212 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,227 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,243 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,256 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-26 18:37:34,272 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,286 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-26 18:37:34,300 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:34,316 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,330 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,347 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,360 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,375 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,391 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,404 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,417 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,432 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,448 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,463 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,478 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:34,491 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,504 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,518 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,531 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:34,545 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:34,563 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,577 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,593 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,607 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,623 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,638 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,652 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,665 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,681 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,697 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,711 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,727 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,743 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,758 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,771 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:34,785 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,801 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,817 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,830 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,845 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,857 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,872 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,885 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,898 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 18:37:34,912 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,927 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,940 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,955 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:34,971 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:34,987 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,003 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,017 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,029 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:35,044 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,057 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,071 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,084 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,100 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,113 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,127 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:35,141 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:35,157 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:35,172 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:35,188 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,201 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,214 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,229 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:35,244 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 18:37:35,259 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 18:37:35,275 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 18:37:35,287 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-26 18:37:35,300 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,312 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,328 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,343 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,357 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,372 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,383 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,396 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,411 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,425 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:35,438 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:35,453 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:35,466 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:35,482 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:35,495 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:35,510 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:35,523 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:35,538 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,553 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:35,566 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,582 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,597 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,612 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,627 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,642 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,657 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,672 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,686 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,701 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,716 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,729 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,742 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,755 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,772 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,785 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,802 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,817 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,829 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,844 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,860 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,875 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,888 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,904 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:35,919 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,932 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,946 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,962 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:35,977 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:35,990 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:36,002 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:36,019 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,034 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,049 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,062 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,077 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,092 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,107 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,122 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,135 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,150 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,163 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,178 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-26 18:37:36,192 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:36,205 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,221 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,235 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-26 18:37:36,250 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,265 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,280 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,295 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,310 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,324 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,339 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,355 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,370 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,385 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,401 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,410 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,425 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,438 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,453 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:36,469 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,484 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,497 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,512 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,527 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,542 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:36,558 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,573 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,586 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,602 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,617 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:36,632 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,646 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,661 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,677 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:36,693 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:36,706 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:36,721 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:36,736 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:36,749 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:36,764 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,779 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,792 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,806 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,819 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,833 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,848 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,863 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:36,878 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,893 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,908 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,921 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,934 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,949 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,963 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,976 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:36,991 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:37,006 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,022 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:37,038 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,051 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,064 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,081 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:37,096 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,109 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,124 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,137 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,152 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,166 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,182 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,197 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,212 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,221 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,237 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,253 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,266 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,280 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,295 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,310 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,323 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,338 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,353 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,369 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:37:37,384 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,398 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,415 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,431 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,444 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,459 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,474 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,488 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 18:37:37,501 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:37:37,516 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:37:37,532 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,546 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,553 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-26 18:37:37,567 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,580 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,592 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,604 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,619 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,634 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,649 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,661 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,673 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,688 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,699 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,715 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:37:37,728 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:37,743 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,758 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,773 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,788 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,800 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,813 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:37,828 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,843 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,858 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,872 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,885 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,895 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,906 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,919 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,931 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,946 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,958 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 18:37:37,973 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:37,988 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:38,003 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:38,017 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:37:38,032 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:37:38,047 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,062 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,077 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,091 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,105 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,120 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,135 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,148 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:38,161 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:38,176 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,189 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,205 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,218 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,233 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,248 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,266 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,282 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,295 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,311 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,326 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,341 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 18:37:38,357 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 18:37:38,370 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 18:37:38,383 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 18:37:38,398 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 18:37:38,414 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 18:37:38,429 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 18:37:38,443 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 18:37:38,459 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 18:37:38,474 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 18:37:38,488 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,503 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,516 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,531 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 18:37:38,541 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,553 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,568 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 18:37:38,579 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,594 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,608 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 18:37:38,624 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,639 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,655 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,670 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,686 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,698 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,715 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,728 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,743 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,758 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,771 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,787 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,800 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,815 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,830 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,846 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,861 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,876 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,889 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,901 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:38,916 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 18:37:38,929 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:38,942 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:38,957 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,972 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,986 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:38,999 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,011 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,026 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,042 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,057 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,070 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,084 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,100 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,115 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,131 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,147 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,162 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,177 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,191 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,207 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 18:37:39,222 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:39,237 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,252 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,267 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,280 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,296 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,310 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:37:39,326 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,339 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,353 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,368 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,383 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,396 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,411 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,425 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,440 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,455 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,471 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,486 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,500 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,515 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:39,531 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,545 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,560 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,573 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,582 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,597 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,613 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,626 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:39,641 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,657 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,670 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,684 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,699 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,714 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,729 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,745 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,760 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,777 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,791 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,804 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 18:37:39,819 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 18:37:39,834 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,849 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,862 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,875 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,890 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:39,905 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:39,920 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:39,935 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:39,948 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:39,964 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,978 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:39,991 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,006 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,022 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,036 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,051 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,064 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,080 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,095 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,110 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,126 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,140 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,156 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,169 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,182 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,194 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,209 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:40,224 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,239 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,254 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,265 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,278 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,294 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,310 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,323 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,338 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,354 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,369 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,382 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,396 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,411 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,424 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,439 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,452 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,465 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,480 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-26 18:37:40,495 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,510 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,525 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 18:37:40,538 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,552 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,567 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,579 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:40,594 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,609 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:40,624 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 18:37:40,639 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,651 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,664 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,679 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,694 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,710 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,723 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,739 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,756 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,770 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,781 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,796 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,812 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,828 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 18:37:40,843 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,856 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,871 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,885 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:40,899 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,913 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,928 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,944 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,959 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,974 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:40,989 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,003 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,017 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,030 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,044 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,060 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,075 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,088 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,102 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,114 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,129 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,144 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,159 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,173 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,188 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,204 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,219 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,231 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,246 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,261 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,272 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:41,287 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:41,302 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-26 18:37:41,317 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,331 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,343 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,358 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,372 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,388 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,401 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,417 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,429 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,442 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,457 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-26 18:37:41,472 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,487 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,502 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,518 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,531 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,547 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,561 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,576 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,591 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-26 18:37:41,604 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,617 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,633 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,648 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,663 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,676 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,689 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,704 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-26 18:37:41,719 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,733 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,747 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,762 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,778 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,793 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,808 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,824 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,840 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,853 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,868 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,884 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,897 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,913 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,928 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,943 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,957 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-26 18:37:41,972 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:41,987 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,001 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,015 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,030 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,045 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,060 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,074 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-26 18:37:42,089 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,104 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,116 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,129 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,144 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,160 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,174 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,189 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,205 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,220 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,235 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,250 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,265 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,280 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,294 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,307 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,320 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,334 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,347 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,362 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,377 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,390 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:42,404 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,419 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,430 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,445 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:42,460 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,475 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,491 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,506 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,519 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,534 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,549 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,562 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,578 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,593 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,609 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,622 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,637 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,652 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,667 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,682 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,695 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,710 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,725 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,740 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,756 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,769 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,785 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,801 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,816 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,832 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,847 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,862 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,878 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,889 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,904 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,917 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,931 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:42,948 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,963 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,977 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:42,989 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,002 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,016 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,031 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,045 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,060 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,074 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,087 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,102 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,117 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,130 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,144 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,159 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,173 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,188 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,199 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,215 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,230 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,245 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,261 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,274 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,287 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,301 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,316 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,331 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,344 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,357 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,372 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,386 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,401 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,414 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,428 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,445 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,460 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,475 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,490 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,497 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,511 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,524 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:37:43,536 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,551 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,567 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-26 18:37:43,581 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,597 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,612 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,627 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:43,642 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,656 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,670 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,686 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,701 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,717 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,732 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,748 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,761 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,776 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,791 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,806 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,820 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,833 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,848 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,864 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,879 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,893 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,908 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,924 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,938 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,952 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:43,967 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,980 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:43,994 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,010 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,025 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,039 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,052 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,068 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,082 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,097 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,111 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,126 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,141 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,155 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,168 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,183 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,196 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,211 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,226 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,240 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,256 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,270 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-26 18:37:44,284 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,295 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,309 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,322 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,336 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,351 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,366 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,381 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,392 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,403 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,420 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,435 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,450 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,463 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,478 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,493 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,506 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,521 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:44,536 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:44,550 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,565 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,577 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,592 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,607 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,621 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,634 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 18:37:44,649 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:44,664 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 18:37:44,678 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,694 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,706 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,720 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,734 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-26 18:37:44,751 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-26 18:38:01,670 semantic_segmentation INFO: Iters: 114410/150000 || Lr: 0.005480 || Task Loss: 0.4936 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:43 || Estimated Time: 17:22:19
2023-07-26 18:38:18,751 semantic_segmentation INFO: Iters: 114420/150000 || Lr: 0.005478 || Task Loss: 0.3819 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:01 || Estimated Time: 17:22:01
2023-07-26 18:38:35,812 semantic_segmentation INFO: Iters: 114430/150000 || Lr: 0.005477 || Task Loss: 0.2896 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:18 || Estimated Time: 17:21:43
2023-07-26 18:38:52,904 semantic_segmentation INFO: Iters: 114440/150000 || Lr: 0.005476 || Task Loss: 0.3767 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:35 || Estimated Time: 17:21:26
2023-07-26 18:39:10,107 semantic_segmentation INFO: Iters: 114450/150000 || Lr: 0.005474 || Task Loss: 0.4335 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:52 || Estimated Time: 17:21:08
2023-07-26 18:39:27,337 semantic_segmentation INFO: Iters: 114460/150000 || Lr: 0.005473 || Task Loss: 0.2727 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:09 || Estimated Time: 17:20:50
2023-07-26 18:39:44,536 semantic_segmentation INFO: Iters: 114470/150000 || Lr: 0.005471 || Task Loss: 0.4379 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:26 || Estimated Time: 17:20:33
2023-07-26 18:40:01,725 semantic_segmentation INFO: Iters: 114480/150000 || Lr: 0.005470 || Task Loss: 0.5501 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:44 || Estimated Time: 17:20:15
2023-07-26 18:40:19,140 semantic_segmentation INFO: Iters: 114490/150000 || Lr: 0.005469 || Task Loss: 0.5670 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:01 || Estimated Time: 17:19:57
2023-07-26 18:40:36,218 semantic_segmentation INFO: Iters: 114500/150000 || Lr: 0.005467 || Task Loss: 0.5669 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:18 || Estimated Time: 17:19:40
2023-07-26 18:40:53,339 semantic_segmentation INFO: Iters: 114510/150000 || Lr: 0.005466 || Task Loss: 0.4067 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:35 || Estimated Time: 17:19:22
2023-07-26 18:41:10,454 semantic_segmentation INFO: Iters: 114520/150000 || Lr: 0.005464 || Task Loss: 0.3863 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:52 || Estimated Time: 17:19:04
2023-07-26 18:41:27,644 semantic_segmentation INFO: Iters: 114530/150000 || Lr: 0.005463 || Task Loss: 0.3167 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:09 || Estimated Time: 17:18:47
2023-07-26 18:41:44,819 semantic_segmentation INFO: Iters: 114540/150000 || Lr: 0.005462 || Task Loss: 0.4395 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:27 || Estimated Time: 17:18:29
2023-07-26 18:42:01,963 semantic_segmentation INFO: Iters: 114550/150000 || Lr: 0.005460 || Task Loss: 0.3409 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:44 || Estimated Time: 17:18:11
2023-07-26 18:42:19,424 semantic_segmentation INFO: Iters: 114560/150000 || Lr: 0.005459 || Task Loss: 0.3752 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:01 || Estimated Time: 17:17:54
2023-07-26 18:42:36,436 semantic_segmentation INFO: Iters: 114570/150000 || Lr: 0.005457 || Task Loss: 0.4790 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:18 || Estimated Time: 17:17:36
2023-07-26 18:42:53,641 semantic_segmentation INFO: Iters: 114580/150000 || Lr: 0.005456 || Task Loss: 0.4230 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:35 || Estimated Time: 17:17:18
2023-07-26 18:43:10,763 semantic_segmentation INFO: Iters: 114590/150000 || Lr: 0.005455 || Task Loss: 0.4126 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:53 || Estimated Time: 17:17:00
2023-07-26 18:43:28,060 semantic_segmentation INFO: Iters: 114600/150000 || Lr: 0.005453 || Task Loss: 0.5820 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:10 || Estimated Time: 17:16:43
2023-07-26 18:43:45,376 semantic_segmentation INFO: Iters: 114610/150000 || Lr: 0.005452 || Task Loss: 0.3444 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:27 || Estimated Time: 17:16:25
2023-07-26 18:44:02,545 semantic_segmentation INFO: Iters: 114620/150000 || Lr: 0.005451 || Task Loss: 0.4854 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:44 || Estimated Time: 17:16:07
2023-07-26 18:44:19,794 semantic_segmentation INFO: Iters: 114630/150000 || Lr: 0.005449 || Task Loss: 0.5072 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:02 || Estimated Time: 17:15:50
2023-07-26 18:44:37,178 semantic_segmentation INFO: Iters: 114640/150000 || Lr: 0.005448 || Task Loss: 0.3006 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:19 || Estimated Time: 17:15:32
2023-07-26 18:44:54,178 semantic_segmentation INFO: Iters: 114650/150000 || Lr: 0.005446 || Task Loss: 0.6177 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:36 || Estimated Time: 17:15:14
2023-07-26 18:45:11,292 semantic_segmentation INFO: Iters: 114660/150000 || Lr: 0.005445 || Task Loss: 0.4931 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:53 || Estimated Time: 17:14:57
2023-07-26 18:45:28,868 semantic_segmentation INFO: Iters: 114670/150000 || Lr: 0.005444 || Task Loss: 0.5659 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:58:11 || Estimated Time: 17:14:39
2023-07-26 18:45:45,871 semantic_segmentation INFO: Iters: 114680/150000 || Lr: 0.005442 || Task Loss: 0.3852 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:58:28 || Estimated Time: 17:14:21
2023-07-26 18:46:02,964 semantic_segmentation INFO: Iters: 114690/150000 || Lr: 0.005441 || Task Loss: 0.3852 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:58:45 || Estimated Time: 17:14:04
2023-07-26 18:46:20,411 semantic_segmentation INFO: Iters: 114700/150000 || Lr: 0.005439 || Task Loss: 0.3447 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:02 || Estimated Time: 17:13:46
2023-07-26 18:46:37,417 semantic_segmentation INFO: Iters: 114710/150000 || Lr: 0.005438 || Task Loss: 0.4257 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:19 || Estimated Time: 17:13:28
2023-07-26 18:46:54,480 semantic_segmentation INFO: Iters: 114720/150000 || Lr: 0.005437 || Task Loss: 0.3026 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:36 || Estimated Time: 17:13:11
2023-07-26 18:47:11,418 semantic_segmentation INFO: Iters: 114730/150000 || Lr: 0.005435 || Task Loss: 0.3255 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:53 || Estimated Time: 17:12:53
2023-07-26 18:47:28,608 semantic_segmentation INFO: Iters: 114740/150000 || Lr: 0.005434 || Task Loss: 0.3892 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2371|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:10 || Estimated Time: 17:12:35
2023-07-26 18:47:45,700 semantic_segmentation INFO: Iters: 114750/150000 || Lr: 0.005433 || Task Loss: 0.4354 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:27 || Estimated Time: 17:12:17
2023-07-26 18:48:02,820 semantic_segmentation INFO: Iters: 114760/150000 || Lr: 0.005431 || Task Loss: 0.5067 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:45 || Estimated Time: 17:12:00
2023-07-26 18:48:19,949 semantic_segmentation INFO: Iters: 114770/150000 || Lr: 0.005430 || Task Loss: 0.3410 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:02 || Estimated Time: 17:11:42
2023-07-26 18:48:37,024 semantic_segmentation INFO: Iters: 114780/150000 || Lr: 0.005428 || Task Loss: 0.5018 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:19 || Estimated Time: 17:11:24
2023-07-26 18:48:54,442 semantic_segmentation INFO: Iters: 114790/150000 || Lr: 0.005427 || Task Loss: 0.3457 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:36 || Estimated Time: 17:11:07
2023-07-26 18:49:11,429 semantic_segmentation INFO: Iters: 114800/150000 || Lr: 0.005426 || Task Loss: 0.4176 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:53 || Estimated Time: 17:10:49
2023-07-26 18:49:28,415 semantic_segmentation INFO: Iters: 114810/150000 || Lr: 0.005424 || Task Loss: 0.4582 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:10 || Estimated Time: 17:10:31
2023-07-26 18:49:45,690 semantic_segmentation INFO: Iters: 114820/150000 || Lr: 0.005423 || Task Loss: 0.2594 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:27 || Estimated Time: 17:10:13
2023-07-26 18:50:02,931 semantic_segmentation INFO: Iters: 114830/150000 || Lr: 0.005421 || Task Loss: 0.3859 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:45 || Estimated Time: 17:09:56
2023-07-26 18:50:20,156 semantic_segmentation INFO: Iters: 114840/150000 || Lr: 0.005420 || Task Loss: 0.5187 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:02 || Estimated Time: 17:09:38
2023-07-26 18:50:37,234 semantic_segmentation INFO: Iters: 114850/150000 || Lr: 0.005419 || Task Loss: 0.3217 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:19 || Estimated Time: 17:09:20
2023-07-26 18:50:54,245 semantic_segmentation INFO: Iters: 114860/150000 || Lr: 0.005417 || Task Loss: 0.3646 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:36 || Estimated Time: 17:09:03
2023-07-26 18:51:11,328 semantic_segmentation INFO: Iters: 114870/150000 || Lr: 0.005416 || Task Loss: 0.2897 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:53 || Estimated Time: 17:08:45
2023-07-26 18:51:28,601 semantic_segmentation INFO: Iters: 114880/150000 || Lr: 0.005414 || Task Loss: 0.6550 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:10 || Estimated Time: 17:08:27
2023-07-26 18:51:45,692 semantic_segmentation INFO: Iters: 114890/150000 || Lr: 0.005413 || Task Loss: 0.3657 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:27 || Estimated Time: 17:08:10
2023-07-26 18:52:02,918 semantic_segmentation INFO: Iters: 114900/150000 || Lr: 0.005412 || Task Loss: 0.3144 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:45 || Estimated Time: 17:07:52
2023-07-26 18:52:20,025 semantic_segmentation INFO: Iters: 114910/150000 || Lr: 0.005410 || Task Loss: 0.3667 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:02 || Estimated Time: 17:07:34
2023-07-26 18:52:37,107 semantic_segmentation INFO: Iters: 114920/150000 || Lr: 0.005409 || Task Loss: 0.5608 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:19 || Estimated Time: 17:07:16
2023-07-26 18:52:54,201 semantic_segmentation INFO: Iters: 114930/150000 || Lr: 0.005408 || Task Loss: 0.4946 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:36 || Estimated Time: 17:06:59
2023-07-26 18:53:11,501 semantic_segmentation INFO: Iters: 114940/150000 || Lr: 0.005406 || Task Loss: 0.3452 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:53 || Estimated Time: 17:06:41
2023-07-26 18:53:28,505 semantic_segmentation INFO: Iters: 114950/150000 || Lr: 0.005405 || Task Loss: 0.3691 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:10 || Estimated Time: 17:06:23
2023-07-26 18:53:45,805 semantic_segmentation INFO: Iters: 114960/150000 || Lr: 0.005403 || Task Loss: 0.4562 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:28 || Estimated Time: 17:06:06
2023-07-26 18:54:03,318 semantic_segmentation INFO: Iters: 114970/150000 || Lr: 0.005402 || Task Loss: 0.4403 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:45 || Estimated Time: 17:05:48
2023-07-26 18:54:20,244 semantic_segmentation INFO: Iters: 114980/150000 || Lr: 0.005401 || Task Loss: 0.3802 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:02 || Estimated Time: 17:05:30
2023-07-26 18:54:37,391 semantic_segmentation INFO: Iters: 114990/150000 || Lr: 0.005399 || Task Loss: 0.3958 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:19 || Estimated Time: 17:05:13
2023-07-26 18:54:54,461 semantic_segmentation INFO: Iters: 115000/150000 || Lr: 0.005398 || Task Loss: 0.3485 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:36 || Estimated Time: 17:04:55
2023-07-26 18:55:11,604 semantic_segmentation INFO: Iters: 115010/150000 || Lr: 0.005396 || Task Loss: 0.3271 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:53 || Estimated Time: 17:04:37
2023-07-26 18:55:28,640 semantic_segmentation INFO: Iters: 115020/150000 || Lr: 0.005395 || Task Loss: 0.6353 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:10 || Estimated Time: 17:04:19
2023-07-26 18:55:45,711 semantic_segmentation INFO: Iters: 115030/150000 || Lr: 0.005394 || Task Loss: 0.4860 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:27 || Estimated Time: 17:04:02
2023-07-26 18:56:02,918 semantic_segmentation INFO: Iters: 115040/150000 || Lr: 0.005392 || Task Loss: 0.3278 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:45 || Estimated Time: 17:03:44
2023-07-26 18:56:20,111 semantic_segmentation INFO: Iters: 115050/150000 || Lr: 0.005391 || Task Loss: 0.5137 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:02 || Estimated Time: 17:03:26
2023-07-26 18:56:37,130 semantic_segmentation INFO: Iters: 115060/150000 || Lr: 0.005390 || Task Loss: 0.6046 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:19 || Estimated Time: 17:03:09
2023-07-26 18:56:54,256 semantic_segmentation INFO: Iters: 115070/150000 || Lr: 0.005388 || Task Loss: 0.5326 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:36 || Estimated Time: 17:02:51
2023-07-26 18:57:11,368 semantic_segmentation INFO: Iters: 115080/150000 || Lr: 0.005387 || Task Loss: 0.4476 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:53 || Estimated Time: 17:02:33
2023-07-26 18:57:28,417 semantic_segmentation INFO: Iters: 115090/150000 || Lr: 0.005385 || Task Loss: 0.4029 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:10 || Estimated Time: 17:02:15
2023-07-26 18:57:45,594 semantic_segmentation INFO: Iters: 115100/150000 || Lr: 0.005384 || Task Loss: 0.4516 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:27 || Estimated Time: 17:01:58
2023-07-26 18:58:02,669 semantic_segmentation INFO: Iters: 115110/150000 || Lr: 0.005383 || Task Loss: 0.5726 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:44 || Estimated Time: 17:01:40
2023-07-26 18:58:20,068 semantic_segmentation INFO: Iters: 115120/150000 || Lr: 0.005381 || Task Loss: 0.4785 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:02 || Estimated Time: 17:01:22
2023-07-26 18:58:37,129 semantic_segmentation INFO: Iters: 115130/150000 || Lr: 0.005380 || Task Loss: 0.4104 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:19 || Estimated Time: 17:01:05
2023-07-26 18:58:54,322 semantic_segmentation INFO: Iters: 115140/150000 || Lr: 0.005378 || Task Loss: 0.4783 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:36 || Estimated Time: 17:00:47
2023-07-26 18:59:11,389 semantic_segmentation INFO: Iters: 115150/150000 || Lr: 0.005377 || Task Loss: 0.3463 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:53 || Estimated Time: 17:00:29
2023-07-26 18:59:28,478 semantic_segmentation INFO: Iters: 115160/150000 || Lr: 0.005376 || Task Loss: 0.4305 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:10 || Estimated Time: 17:00:12
2023-07-26 18:59:45,461 semantic_segmentation INFO: Iters: 115170/150000 || Lr: 0.005374 || Task Loss: 0.3867 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:27 || Estimated Time: 16:59:54
2023-07-26 19:00:02,917 semantic_segmentation INFO: Iters: 115180/150000 || Lr: 0.005373 || Task Loss: 0.4291 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:45 || Estimated Time: 16:59:36
2023-07-26 19:00:19,852 semantic_segmentation INFO: Iters: 115190/150000 || Lr: 0.005371 || Task Loss: 0.3280 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:02 || Estimated Time: 16:59:18
2023-07-26 19:00:36,946 semantic_segmentation INFO: Iters: 115200/150000 || Lr: 0.005370 || Task Loss: 0.4970 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:19 || Estimated Time: 16:59:01
2023-07-26 19:00:37,069 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:00:37,464 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 19:00:37,487 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.133
2023-07-26 19:00:37,499 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.159
2023-07-26 19:00:37,513 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.160
2023-07-26 19:00:37,527 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.217
2023-07-26 19:00:37,539 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.264
2023-07-26 19:00:37,554 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.308
2023-07-26 19:00:37,568 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.314
2023-07-26 19:00:37,581 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.345
2023-07-26 19:00:37,595 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.389
2023-07-26 19:00:37,609 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.937, mIoU: 0.390
2023-07-26 19:00:37,624 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.428
2023-07-26 19:00:37,637 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.419
2023-07-26 19:00:37,651 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.400
2023-07-26 19:00:37,665 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.381
2023-07-26 19:00:37,678 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.381
2023-07-26 19:00:37,688 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.379
2023-07-26 19:00:37,701 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.378
2023-07-26 19:00:37,716 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.380
2023-07-26 19:00:37,732 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.425
2023-07-26 19:00:37,746 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.426
2023-07-26 19:00:37,762 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.435
2023-07-26 19:00:37,778 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.463
2023-07-26 19:00:37,794 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.469
2023-07-26 19:00:37,811 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.470
2023-07-26 19:00:37,825 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.474
2023-07-26 19:00:37,840 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.473
2023-07-26 19:00:37,852 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.472
2023-07-26 19:00:37,867 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.463
2023-07-26 19:00:37,882 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.463
2023-07-26 19:00:37,897 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.462
2023-07-26 19:00:37,912 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.462
2023-07-26 19:00:37,927 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.471
2023-07-26 19:00:37,942 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.470
2023-07-26 19:00:37,957 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.504
2023-07-26 19:00:37,973 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.505
2023-07-26 19:00:37,986 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.505
2023-07-26 19:00:37,999 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.549
2023-07-26 19:00:38,016 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-26 19:00:38,029 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-26 19:00:38,043 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-26 19:00:38,058 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.555
2023-07-26 19:00:38,073 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.921, mIoU: 0.554
2023-07-26 19:00:38,086 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.554
2023-07-26 19:00:38,102 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.560
2023-07-26 19:00:38,117 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-26 19:00:38,130 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.571
2023-07-26 19:00:38,143 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.572
2023-07-26 19:00:38,157 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-26 19:00:38,174 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-26 19:00:38,190 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.572
2023-07-26 19:00:38,206 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-26 19:00:38,219 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.569
2023-07-26 19:00:38,235 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-26 19:00:38,250 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.574
2023-07-26 19:00:38,263 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-26 19:00:38,279 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.568
2023-07-26 19:00:38,296 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.567
2023-07-26 19:00:38,309 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.569
2023-07-26 19:00:38,324 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.608
2023-07-26 19:00:38,338 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.607
2023-07-26 19:00:38,353 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.605
2023-07-26 19:00:38,367 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-26 19:00:38,385 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.611
2023-07-26 19:00:38,399 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.611
2023-07-26 19:00:38,414 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.611
2023-07-26 19:00:38,430 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.612
2023-07-26 19:00:38,444 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-26 19:00:38,459 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.659
2023-07-26 19:00:38,475 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.649
2023-07-26 19:00:38,491 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-26 19:00:38,535 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.663
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2023-07-26 19:00:38,565 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 19:00:38,580 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 19:00:38,589 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 19:00:38,605 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 19:00:38,621 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:00:38,634 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:00:38,649 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.919, mIoU: 0.665
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2023-07-26 19:00:38,695 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 19:00:38,709 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:00:38,724 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 19:00:38,739 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 19:00:38,754 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-26 19:00:38,767 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-26 19:00:38,783 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 19:00:38,799 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 19:00:38,814 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.652
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2023-07-26 19:00:38,845 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.662
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2023-07-26 19:00:39,001 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.914, mIoU: 0.657
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2023-07-26 19:00:39,159 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-26 19:00:39,203 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 19:00:39,219 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.913, mIoU: 0.644
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2023-07-26 19:00:39,313 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-26 19:00:39,394 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-26 19:00:39,769 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 19:00:40,163 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.913, mIoU: 0.619
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2023-07-26 19:00:40,916 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-26 19:00:41,215 semantic_segmentation INFO: Sample: 258, Validation pixAcc: 0.908, mIoU: 0.623
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2023-07-26 19:00:44,106 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 19:00:44,122 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-26 19:00:44,137 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-26 19:00:44,168 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 19:00:44,183 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 19:00:44,192 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 19:00:44,203 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-26 19:00:44,216 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 19:00:44,229 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 19:00:44,245 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 19:00:44,258 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-26 19:00:44,273 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 19:00:44,289 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-26 19:00:44,304 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 19:00:44,319 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 19:00:44,334 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 19:00:44,348 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 19:00:44,363 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,378 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,391 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,407 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,418 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,433 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 19:00:44,447 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-26 19:00:44,462 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 19:00:44,477 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 19:00:44,492 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:00:44,502 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:00:44,515 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:00:44,530 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:00:44,545 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 19:00:44,558 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 19:00:44,572 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 19:00:44,585 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:00:44,600 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,615 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,629 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 19:00:44,638 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:00:44,653 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:00:44,668 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,681 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,696 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,711 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:00:44,725 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:00:44,741 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:00:44,754 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:00:44,770 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:00:44,786 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:00:44,802 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 19:00:44,818 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:00:44,832 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:00:44,845 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:00:44,860 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:00:44,875 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:00:44,890 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,904 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:00:44,920 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:00:44,936 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:00:44,951 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:00:44,964 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:00:44,978 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:00:44,993 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:00:45,008 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,023 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,038 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,051 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,066 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,081 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,094 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,109 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:45,121 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 19:00:45,137 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 19:00:45,151 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 19:00:45,163 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 19:00:45,176 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-26 19:00:45,192 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 19:00:45,207 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 19:00:45,222 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 19:00:45,238 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,246 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,262 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-26 19:00:45,277 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,293 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,309 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,324 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-26 19:00:45,337 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:45,350 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:45,365 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 19:00:45,380 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,395 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,408 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-26 19:00:45,421 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,436 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,450 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,464 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:45,477 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,492 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,507 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,523 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,536 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,552 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,568 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,581 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,597 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,612 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,627 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,643 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,656 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,672 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:45,688 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:45,705 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:45,715 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,730 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,746 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,758 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,774 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,787 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,802 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 19:00:45,817 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,832 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,845 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,857 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,870 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,885 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,900 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 19:00:45,916 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,930 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-26 19:00:45,945 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-26 19:00:45,959 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:45,974 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:45,990 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:46,004 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:46,019 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,035 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:46,050 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,065 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,081 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,092 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,108 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,123 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,137 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,152 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,167 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,178 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,193 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,208 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,222 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:00:46,235 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:00:46,250 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,264 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:00:46,279 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:00:46,293 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-26 19:00:46,308 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,323 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,338 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,352 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,366 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,379 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:46,394 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:46,409 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,424 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,436 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-26 19:00:46,465 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,480 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,494 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:46,510 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:46,525 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:46,539 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:46,554 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,569 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,583 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,598 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,613 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 19:00:46,662 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 19:00:46,673 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 19:00:46,686 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:46,701 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.910, mIoU: 0.627
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2023-07-26 19:00:46,743 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,756 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,771 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,788 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:46,803 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-26 19:00:46,832 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,847 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,860 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,874 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,889 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,904 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,919 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,934 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:46,950 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,963 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,979 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:46,994 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:47,007 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:47,020 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:47,035 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:47,051 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:47,066 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:47,079 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:47,094 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:47,109 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:47,124 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:47,137 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:47,150 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:47,158 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:47,173 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:47,189 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:47,204 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:47,220 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,235 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,251 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,267 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,282 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,295 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,311 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,325 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,341 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,356 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,368 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,381 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:47,394 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,408 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,421 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,434 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,447 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:00:47,462 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:00:47,477 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:00:47,488 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:00:47,502 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:00:47,515 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:00:47,527 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,542 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,556 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,571 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,587 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,602 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,617 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,630 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,646 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,662 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,679 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:47,695 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:47,710 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,726 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:47,740 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,753 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,766 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,781 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,798 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:47,811 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:47,824 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:47,839 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,853 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:47,868 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,883 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,898 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,911 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,926 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:47,939 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,953 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,968 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,982 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:47,998 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,011 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,026 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,042 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,054 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,067 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,083 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:48,098 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:48,113 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:48,128 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:48,140 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,153 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:48,167 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:48,181 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:48,196 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:48,213 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,227 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,242 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,256 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,271 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,286 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,299 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,313 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,328 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,343 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,356 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,371 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:48,386 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:48,400 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:48,414 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:48,429 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,445 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,462 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,475 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,490 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,503 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,518 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,531 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,545 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,560 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:48,575 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,588 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,604 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:48,619 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:48,635 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,651 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,664 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,677 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,692 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:48,705 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:48,718 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:48,731 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:48,747 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:48,760 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:48,773 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:48,788 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:48,804 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:48,819 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,836 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,849 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,863 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,878 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,894 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,909 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:48,925 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:48,938 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:48,951 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:48,963 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:48,979 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:48,994 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,009 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,023 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:49,035 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:49,048 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:49,063 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 19:00:49,078 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,091 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,106 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:49,120 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 19:00:49,135 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,148 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,163 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,176 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,191 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,207 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:00:49,220 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:00:49,236 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:49,252 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 19:00:49,267 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,283 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:00:49,298 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,314 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,330 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,344 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:00:49,360 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:00:49,375 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,389 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,403 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,416 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:49,432 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:49,446 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,464 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,480 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,493 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,509 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,525 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,539 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,552 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,568 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,582 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,595 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,609 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,625 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,639 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,652 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,663 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:00:49,680 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:49,695 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:49,710 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:49,723 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:49,738 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:49,752 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:49,767 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:49,782 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:49,795 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:49,810 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:49,822 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:49,838 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,853 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,866 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,882 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,896 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,912 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,927 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,942 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:49,957 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:49,972 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:49,987 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,002 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,019 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,034 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,049 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,064 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,074 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,088 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,100 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,115 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,130 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,145 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,158 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,173 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,187 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,201 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,217 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,233 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,246 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,263 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,278 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:50,294 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,307 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,323 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,338 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:50,354 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:50,368 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:50,383 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:50,399 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:50,412 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:50,426 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,441 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,454 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,468 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,481 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,495 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,510 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,525 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,540 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,555 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,570 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,582 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,595 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,610 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:50,623 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,636 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,650 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,666 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,681 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,697 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,710 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,723 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,739 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,754 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:50,767 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,782 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,795 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,811 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,826 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,842 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,858 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,873 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:50,882 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,899 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,915 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,928 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,943 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,958 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,973 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:50,986 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,002 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,017 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,032 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,047 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,063 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 19:00:51,079 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,095 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,109 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,124 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,139 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,153 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 19:00:51,166 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,181 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,197 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,212 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,219 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,232 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:51,245 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:51,258 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:51,270 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:51,285 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,300 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,316 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,328 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,341 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,356 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,367 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,382 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,396 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,411 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,426 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,441 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,456 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,468 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,481 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,496 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,511 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,526 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,541 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,554 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,565 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,576 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,589 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,601 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,616 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,629 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,644 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:51,660 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,676 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,690 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,705 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,721 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,736 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,752 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,766 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,780 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,795 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,811 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,824 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,837 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:51,853 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,865 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,882 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,895 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:51,910 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,926 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,943 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,959 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,973 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:51,988 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,003 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,018 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,033 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,046 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,059 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,074 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,089 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 19:00:52,104 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,119 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,135 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,150 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 19:00:52,165 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,180 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,193 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,208 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:52,219 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:00:52,232 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,247 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 19:00:52,259 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,275 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,290 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,305 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,321 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,337 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,352 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,367 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,379 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,395 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,407 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,423 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,438 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,451 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,466 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,479 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,494 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,509 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,524 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:00:52,539 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:00:52,555 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:00:52,568 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:00:52,580 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 19:00:52,595 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,608 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,621 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,637 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,652 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,667 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,680 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,693 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,708 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,724 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,739 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,752 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:52,765 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 19:00:52,780 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,795 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,810 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,826 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,841 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 19:00:52,856 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,870 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,885 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,901 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:00:52,916 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,931 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:52,946 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:52,959 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:52,974 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:52,989 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,004 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,016 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,031 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,045 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,061 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,074 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,089 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,103 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,118 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,134 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,149 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,164 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,177 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:53,192 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,208 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,221 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,236 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,249 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,258 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,273 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,288 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,301 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,316 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,331 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,344 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,357 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,372 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,387 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,401 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,418 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,432 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,449 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,463 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,476 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:53,491 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,505 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,521 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,533 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,547 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,562 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,577 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:53,592 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-26 19:00:53,783 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:53,798 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 19:00:53,909 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,923 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,934 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:53,947 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,963 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,978 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:53,991 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,006 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,021 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:00:54,036 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,049 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,063 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 19:00:54,091 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,106 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:00:54,119 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 19:00:54,221 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 19:00:54,263 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 19:00:54,293 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,308 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,320 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,333 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,348 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,362 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:54,376 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:54,389 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 19:00:54,529 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 19:00:54,839 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 19:00:55,094 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,108 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,123 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,138 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 19:00:55,167 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 19:00:55,196 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,212 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,226 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,240 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-26 19:00:55,280 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,296 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,310 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,325 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,338 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,351 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,367 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:00:55,383 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,396 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,410 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,425 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,441 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,456 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,471 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,486 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,503 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,516 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,531 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,546 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,558 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,573 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,587 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,602 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,616 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:00:55,630 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:55,645 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:55,659 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:55,673 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,687 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,701 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,716 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,729 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:55,744 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,760 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,773 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,786 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,802 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,818 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,831 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,846 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,862 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,877 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,892 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,907 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,922 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,936 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,949 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,962 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,975 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:55,988 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,001 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,016 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,031 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,044 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:00:56,057 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,071 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,082 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,096 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,111 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,126 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,141 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,156 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,168 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,184 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,198 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,212 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,227 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,243 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,259 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,272 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,287 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,302 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,316 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,331 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,344 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,359 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,374 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,389 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,404 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,416 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:00:56,431 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,446 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,461 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,476 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,491 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,506 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,522 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,533 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,547 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,560 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,573 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,590 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,606 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,620 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,633 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,647 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,661 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,676 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,691 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,706 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,721 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,735 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,750 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,766 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,779 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,794 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,810 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,823 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,838 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,850 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,866 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,882 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,897 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,912 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,925 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,938 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,952 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:56,967 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,981 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:56,994 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,007 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,023 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,038 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,053 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,066 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,081 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,098 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,114 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,129 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:57,145 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,152 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,167 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,180 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,193 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,208 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:57,223 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:00:57,238 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,253 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,269 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:00:57,284 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-26 19:00:57,299 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,312 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,327 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,343 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:57,358 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,374 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,389 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,405 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,419 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,434 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,449 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:00:57,464 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,478 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,491 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,507 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,522 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,537 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-26 19:00:57,552 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,567 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,582 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,597 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,610 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,625 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,638 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,653 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,668 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,683 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,698 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,710 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,726 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,740 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,755 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,769 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,784 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,799 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,814 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,827 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,842 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,856 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,871 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,886 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,901 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,917 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,932 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:57,946 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,955 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,970 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,983 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:57,998 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:58,013 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:58,028 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,043 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,055 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,064 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,081 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,096 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,111 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,124 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,139 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,154 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,167 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,182 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,197 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,210 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,225 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,239 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-26 19:00:58,254 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,269 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,284 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,297 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,312 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,327 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-26 19:00:58,342 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:00:58,357 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:58,370 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:58,384 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:00:58,399 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:00:58,416 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-26 19:01:15,207 semantic_segmentation INFO: Iters: 115210/150000 || Lr: 0.005369 || Task Loss: 0.3357 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:57 || Estimated Time: 16:58:49
2023-07-26 19:01:32,229 semantic_segmentation INFO: Iters: 115220/150000 || Lr: 0.005367 || Task Loss: 0.4039 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:14 || Estimated Time: 16:58:32
2023-07-26 19:01:49,547 semantic_segmentation INFO: Iters: 115230/150000 || Lr: 0.005366 || Task Loss: 0.4935 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:31 || Estimated Time: 16:58:14
2023-07-26 19:02:06,576 semantic_segmentation INFO: Iters: 115240/150000 || Lr: 0.005365 || Task Loss: 0.4413 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:48 || Estimated Time: 16:57:56
2023-07-26 19:02:23,644 semantic_segmentation INFO: Iters: 115250/150000 || Lr: 0.005363 || Task Loss: 0.4614 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:05 || Estimated Time: 16:57:39
2023-07-26 19:02:41,171 semantic_segmentation INFO: Iters: 115260/150000 || Lr: 0.005362 || Task Loss: 0.3526 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:23 || Estimated Time: 16:57:21
2023-07-26 19:02:58,383 semantic_segmentation INFO: Iters: 115270/150000 || Lr: 0.005360 || Task Loss: 0.3582 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:40 || Estimated Time: 16:57:03
2023-07-26 19:03:15,448 semantic_segmentation INFO: Iters: 115280/150000 || Lr: 0.005359 || Task Loss: 0.4559 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:57 || Estimated Time: 16:56:46
2023-07-26 19:03:32,554 semantic_segmentation INFO: Iters: 115290/150000 || Lr: 0.005358 || Task Loss: 0.4331 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:14 || Estimated Time: 16:56:28
2023-07-26 19:03:49,740 semantic_segmentation INFO: Iters: 115300/150000 || Lr: 0.005356 || Task Loss: 0.4542 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:32 || Estimated Time: 16:56:10
2023-07-26 19:04:07,045 semantic_segmentation INFO: Iters: 115310/150000 || Lr: 0.005355 || Task Loss: 0.2976 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:49 || Estimated Time: 16:55:53
2023-07-26 19:04:24,147 semantic_segmentation INFO: Iters: 115320/150000 || Lr: 0.005353 || Task Loss: 0.2735 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:06 || Estimated Time: 16:55:35
2023-07-26 19:04:41,198 semantic_segmentation INFO: Iters: 115330/150000 || Lr: 0.005352 || Task Loss: 0.4435 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:23 || Estimated Time: 16:55:17
2023-07-26 19:04:58,414 semantic_segmentation INFO: Iters: 115340/150000 || Lr: 0.005351 || Task Loss: 0.3201 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:40 || Estimated Time: 16:54:59
2023-07-26 19:05:15,444 semantic_segmentation INFO: Iters: 115350/150000 || Lr: 0.005349 || Task Loss: 0.4341 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:57 || Estimated Time: 16:54:42
2023-07-26 19:05:32,770 semantic_segmentation INFO: Iters: 115360/150000 || Lr: 0.005348 || Task Loss: 0.4206 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:15 || Estimated Time: 16:54:24
2023-07-26 19:05:49,872 semantic_segmentation INFO: Iters: 115370/150000 || Lr: 0.005346 || Task Loss: 0.3926 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:32 || Estimated Time: 16:54:06
2023-07-26 19:06:06,982 semantic_segmentation INFO: Iters: 115380/150000 || Lr: 0.005345 || Task Loss: 0.3145 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:49 || Estimated Time: 16:53:49
2023-07-26 19:06:24,346 semantic_segmentation INFO: Iters: 115390/150000 || Lr: 0.005344 || Task Loss: 0.3176 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:06 || Estimated Time: 16:53:31
2023-07-26 19:06:41,391 semantic_segmentation INFO: Iters: 115400/150000 || Lr: 0.005342 || Task Loss: 0.4223 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:23 || Estimated Time: 16:53:13
2023-07-26 19:06:58,425 semantic_segmentation INFO: Iters: 115410/150000 || Lr: 0.005341 || Task Loss: 0.4239 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:40 || Estimated Time: 16:52:56
2023-07-26 19:07:15,543 semantic_segmentation INFO: Iters: 115420/150000 || Lr: 0.005340 || Task Loss: 0.3223 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:57 || Estimated Time: 16:52:38
2023-07-26 19:07:32,576 semantic_segmentation INFO: Iters: 115430/150000 || Lr: 0.005338 || Task Loss: 0.3694 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:14 || Estimated Time: 16:52:20
2023-07-26 19:07:49,611 semantic_segmentation INFO: Iters: 115440/150000 || Lr: 0.005337 || Task Loss: 0.4025 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:31 || Estimated Time: 16:52:02
2023-07-26 19:08:06,587 semantic_segmentation INFO: Iters: 115450/150000 || Lr: 0.005335 || Task Loss: 0.4489 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:48 || Estimated Time: 16:51:45
2023-07-26 19:08:23,659 semantic_segmentation INFO: Iters: 115460/150000 || Lr: 0.005334 || Task Loss: 0.4196 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:21:05 || Estimated Time: 16:51:27
2023-07-26 19:08:40,855 semantic_segmentation INFO: Iters: 115470/150000 || Lr: 0.005333 || Task Loss: 0.5042 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:21:23 || Estimated Time: 16:51:09
2023-07-26 19:08:57,926 semantic_segmentation INFO: Iters: 115480/150000 || Lr: 0.005331 || Task Loss: 0.3377 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:21:40 || Estimated Time: 16:50:52
2023-07-26 19:09:14,984 semantic_segmentation INFO: Iters: 115490/150000 || Lr: 0.005330 || Task Loss: 0.5955 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:21:57 || Estimated Time: 16:50:34
2023-07-26 19:09:31,994 semantic_segmentation INFO: Iters: 115500/150000 || Lr: 0.005328 || Task Loss: 0.4534 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:22:14 || Estimated Time: 16:50:16
2023-07-26 19:09:48,991 semantic_segmentation INFO: Iters: 115510/150000 || Lr: 0.005327 || Task Loss: 0.3917 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:22:31 || Estimated Time: 16:49:58
2023-07-26 19:10:06,133 semantic_segmentation INFO: Iters: 115520/150000 || Lr: 0.005326 || Task Loss: 0.4644 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:22:48 || Estimated Time: 16:49:41
2023-07-26 19:10:23,161 semantic_segmentation INFO: Iters: 115530/150000 || Lr: 0.005324 || Task Loss: 0.3473 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:05 || Estimated Time: 16:49:23
2023-07-26 19:10:40,395 semantic_segmentation INFO: Iters: 115540/150000 || Lr: 0.005323 || Task Loss: 0.6453 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:22 || Estimated Time: 16:49:05
2023-07-26 19:10:57,833 semantic_segmentation INFO: Iters: 115550/150000 || Lr: 0.005321 || Task Loss: 0.3558 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:40 || Estimated Time: 16:48:48
2023-07-26 19:11:14,790 semantic_segmentation INFO: Iters: 115560/150000 || Lr: 0.005320 || Task Loss: 0.4732 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:57 || Estimated Time: 16:48:30
2023-07-26 19:11:31,762 semantic_segmentation INFO: Iters: 115570/150000 || Lr: 0.005319 || Task Loss: 0.3141 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:14 || Estimated Time: 16:48:12
2023-07-26 19:11:48,865 semantic_segmentation INFO: Iters: 115580/150000 || Lr: 0.005317 || Task Loss: 0.4808 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:31 || Estimated Time: 16:47:54
2023-07-26 19:12:05,955 semantic_segmentation INFO: Iters: 115590/150000 || Lr: 0.005316 || Task Loss: 0.3599 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:48 || Estimated Time: 16:47:37
2023-07-26 19:12:23,000 semantic_segmentation INFO: Iters: 115600/150000 || Lr: 0.005314 || Task Loss: 0.4868 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:05 || Estimated Time: 16:47:19
2023-07-26 19:12:40,305 semantic_segmentation INFO: Iters: 115610/150000 || Lr: 0.005313 || Task Loss: 0.3877 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:22 || Estimated Time: 16:47:01
2023-07-26 19:12:57,669 semantic_segmentation INFO: Iters: 115620/150000 || Lr: 0.005312 || Task Loss: 0.4740 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:39 || Estimated Time: 16:46:44
2023-07-26 19:13:14,729 semantic_segmentation INFO: Iters: 115630/150000 || Lr: 0.005310 || Task Loss: 0.5155 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:57 || Estimated Time: 16:46:26
2023-07-26 19:13:31,780 semantic_segmentation INFO: Iters: 115640/150000 || Lr: 0.005309 || Task Loss: 0.3197 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:14 || Estimated Time: 16:46:08
2023-07-26 19:13:48,799 semantic_segmentation INFO: Iters: 115650/150000 || Lr: 0.005308 || Task Loss: 0.3795 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:31 || Estimated Time: 16:45:51
2023-07-26 19:14:05,804 semantic_segmentation INFO: Iters: 115660/150000 || Lr: 0.005306 || Task Loss: 0.2631 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:48 || Estimated Time: 16:45:33
2023-07-26 19:14:22,871 semantic_segmentation INFO: Iters: 115670/150000 || Lr: 0.005305 || Task Loss: 0.3213 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:27:05 || Estimated Time: 16:45:15
2023-07-26 19:14:39,886 semantic_segmentation INFO: Iters: 115680/150000 || Lr: 0.005303 || Task Loss: 0.4199 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:27:22 || Estimated Time: 16:44:57
2023-07-26 19:14:56,873 semantic_segmentation INFO: Iters: 115690/150000 || Lr: 0.005302 || Task Loss: 0.3255 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:27:39 || Estimated Time: 16:44:40
2023-07-26 19:15:13,926 semantic_segmentation INFO: Iters: 115700/150000 || Lr: 0.005301 || Task Loss: 0.5697 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:27:56 || Estimated Time: 16:44:22
2023-07-26 19:15:30,989 semantic_segmentation INFO: Iters: 115710/150000 || Lr: 0.005299 || Task Loss: 0.5559 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:13 || Estimated Time: 16:44:04
2023-07-26 19:15:48,059 semantic_segmentation INFO: Iters: 115720/150000 || Lr: 0.005298 || Task Loss: 0.3769 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:30 || Estimated Time: 16:43:46
2023-07-26 19:16:05,116 semantic_segmentation INFO: Iters: 115730/150000 || Lr: 0.005296 || Task Loss: 0.4537 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:47 || Estimated Time: 16:43:29
2023-07-26 19:16:22,209 semantic_segmentation INFO: Iters: 115740/150000 || Lr: 0.005295 || Task Loss: 0.3847 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:04 || Estimated Time: 16:43:11
2023-07-26 19:16:39,193 semantic_segmentation INFO: Iters: 115750/150000 || Lr: 0.005294 || Task Loss: 0.4040 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:21 || Estimated Time: 16:42:53
2023-07-26 19:16:56,198 semantic_segmentation INFO: Iters: 115760/150000 || Lr: 0.005292 || Task Loss: 0.2737 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:38 || Estimated Time: 16:42:36
2023-07-26 19:17:13,463 semantic_segmentation INFO: Iters: 115770/150000 || Lr: 0.005291 || Task Loss: 0.3897 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:55 || Estimated Time: 16:42:18
2023-07-26 19:17:30,452 semantic_segmentation INFO: Iters: 115780/150000 || Lr: 0.005289 || Task Loss: 0.3953 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:12 || Estimated Time: 16:42:00
2023-07-26 19:17:47,608 semantic_segmentation INFO: Iters: 115790/150000 || Lr: 0.005288 || Task Loss: 0.4373 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:29 || Estimated Time: 16:41:42
2023-07-26 19:18:04,798 semantic_segmentation INFO: Iters: 115800/150000 || Lr: 0.005287 || Task Loss: 0.5278 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:47 || Estimated Time: 16:41:25
2023-07-26 19:18:21,802 semantic_segmentation INFO: Iters: 115810/150000 || Lr: 0.005285 || Task Loss: 0.4354 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:04 || Estimated Time: 16:41:07
2023-07-26 19:18:38,882 semantic_segmentation INFO: Iters: 115820/150000 || Lr: 0.005284 || Task Loss: 0.4184 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:21 || Estimated Time: 16:40:49
2023-07-26 19:18:55,947 semantic_segmentation INFO: Iters: 115830/150000 || Lr: 0.005283 || Task Loss: 0.3956 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:38 || Estimated Time: 16:40:32
2023-07-26 19:19:12,970 semantic_segmentation INFO: Iters: 115840/150000 || Lr: 0.005281 || Task Loss: 0.4971 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:55 || Estimated Time: 16:40:14
2023-07-26 19:19:29,992 semantic_segmentation INFO: Iters: 115850/150000 || Lr: 0.005280 || Task Loss: 0.4060 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:12 || Estimated Time: 16:39:56
2023-07-26 19:19:47,504 semantic_segmentation INFO: Iters: 115860/150000 || Lr: 0.005278 || Task Loss: 0.3134 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:29 || Estimated Time: 16:39:39
2023-07-26 19:20:04,473 semantic_segmentation INFO: Iters: 115870/150000 || Lr: 0.005277 || Task Loss: 0.2952 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:46 || Estimated Time: 16:39:21
2023-07-26 19:20:21,468 semantic_segmentation INFO: Iters: 115880/150000 || Lr: 0.005276 || Task Loss: 0.3892 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:03 || Estimated Time: 16:39:03
2023-07-26 19:20:38,465 semantic_segmentation INFO: Iters: 115890/150000 || Lr: 0.005274 || Task Loss: 0.4355 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:20 || Estimated Time: 16:38:45
2023-07-26 19:20:55,389 semantic_segmentation INFO: Iters: 115900/150000 || Lr: 0.005273 || Task Loss: 0.3703 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:37 || Estimated Time: 16:38:28
2023-07-26 19:21:12,382 semantic_segmentation INFO: Iters: 115910/150000 || Lr: 0.005271 || Task Loss: 0.5112 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:54 || Estimated Time: 16:38:10
2023-07-26 19:21:29,568 semantic_segmentation INFO: Iters: 115920/150000 || Lr: 0.005270 || Task Loss: 0.2665 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:11 || Estimated Time: 16:37:52
2023-07-26 19:21:46,559 semantic_segmentation INFO: Iters: 115930/150000 || Lr: 0.005269 || Task Loss: 0.3241 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:28 || Estimated Time: 16:37:34
2023-07-26 19:22:03,729 semantic_segmentation INFO: Iters: 115940/150000 || Lr: 0.005267 || Task Loss: 0.3817 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:46 || Estimated Time: 16:37:17
2023-07-26 19:22:20,741 semantic_segmentation INFO: Iters: 115950/150000 || Lr: 0.005266 || Task Loss: 0.3278 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:03 || Estimated Time: 16:36:59
2023-07-26 19:22:37,767 semantic_segmentation INFO: Iters: 115960/150000 || Lr: 0.005264 || Task Loss: 0.4209 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:20 || Estimated Time: 16:36:41
2023-07-26 19:22:55,269 semantic_segmentation INFO: Iters: 115970/150000 || Lr: 0.005263 || Task Loss: 0.4317 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:37 || Estimated Time: 16:36:24
2023-07-26 19:23:12,341 semantic_segmentation INFO: Iters: 115980/150000 || Lr: 0.005262 || Task Loss: 0.4187 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:54 || Estimated Time: 16:36:06
2023-07-26 19:23:29,408 semantic_segmentation INFO: Iters: 115990/150000 || Lr: 0.005260 || Task Loss: 0.5108 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:36:11 || Estimated Time: 16:35:48
2023-07-26 19:23:46,419 semantic_segmentation INFO: Iters: 116000/150000 || Lr: 0.005259 || Task Loss: 0.5057 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:36:28 || Estimated Time: 16:35:31
2023-07-26 19:23:46,543 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:23:46,929 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.092
2023-07-26 19:23:46,942 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 19:23:46,954 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.143
2023-07-26 19:23:46,969 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.144
2023-07-26 19:23:46,983 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.212
2023-07-26 19:23:46,995 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.259
2023-07-26 19:23:47,010 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.300
2023-07-26 19:23:47,024 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.305
2023-07-26 19:23:47,037 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.346
2023-07-26 19:23:47,051 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.388
2023-07-26 19:23:47,066 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.390
2023-07-26 19:23:47,081 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.435
2023-07-26 19:23:47,094 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.424
2023-07-26 19:23:47,109 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.408
2023-07-26 19:23:47,124 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.401
2023-07-26 19:23:47,137 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.396
2023-07-26 19:23:47,148 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.392
2023-07-26 19:23:47,161 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.391
2023-07-26 19:23:47,176 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.399
2023-07-26 19:23:47,193 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.443
2023-07-26 19:23:47,209 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.444
2023-07-26 19:23:47,226 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.456
2023-07-26 19:23:47,242 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.487
2023-07-26 19:23:47,258 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.487
2023-07-26 19:23:47,275 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.485
2023-07-26 19:23:47,289 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.485
2023-07-26 19:23:47,304 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.485
2023-07-26 19:23:47,317 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.484
2023-07-26 19:23:47,334 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.473
2023-07-26 19:23:47,349 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.473
2023-07-26 19:23:47,364 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.473
2023-07-26 19:23:47,380 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.473
2023-07-26 19:23:47,396 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.483
2023-07-26 19:23:47,411 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.481
2023-07-26 19:23:47,426 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.514
2023-07-26 19:23:47,442 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.514
2023-07-26 19:23:47,456 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.516
2023-07-26 19:23:47,468 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.562
2023-07-26 19:23:47,485 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.540
2023-07-26 19:23:47,498 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.538
2023-07-26 19:23:47,512 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-26 19:23:47,527 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-26 19:23:47,542 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.562
2023-07-26 19:23:47,555 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.562
2023-07-26 19:23:47,571 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.568
2023-07-26 19:23:47,586 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-26 19:23:47,600 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.579
2023-07-26 19:23:47,612 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.580
2023-07-26 19:23:47,627 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-26 19:23:47,643 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-26 19:23:47,659 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.578
2023-07-26 19:23:47,675 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-26 19:23:47,688 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.574
2023-07-26 19:23:47,704 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.577
2023-07-26 19:23:47,719 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.581
2023-07-26 19:23:47,732 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-26 19:23:47,748 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-26 19:23:47,765 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.575
2023-07-26 19:23:47,778 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.577
2023-07-26 19:23:47,794 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.622
2023-07-26 19:23:47,807 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-26 19:23:47,823 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-26 19:23:47,836 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.592
2023-07-26 19:23:47,854 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.597
2023-07-26 19:23:47,867 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.596
2023-07-26 19:23:47,883 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-26 19:23:47,898 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-26 19:23:47,912 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.638
2023-07-26 19:23:47,928 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.639
2023-07-26 19:23:47,944 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-26 19:23:47,960 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-26 19:23:47,973 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.658
2023-07-26 19:23:47,989 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.650
2023-07-26 19:23:48,005 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-26 19:23:48,020 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.650
2023-07-26 19:23:48,036 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-26 19:23:48,051 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.645
2023-07-26 19:23:48,060 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.643
2023-07-26 19:23:48,076 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-26 19:23:48,093 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 19:23:48,106 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-26 19:23:48,121 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-26 19:23:48,136 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-26 19:23:48,151 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-26 19:23:48,167 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 19:23:48,182 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-26 19:23:48,197 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-26 19:23:48,212 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-26 19:23:48,227 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 19:23:48,240 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 19:23:48,255 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 19:23:48,271 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 19:23:48,285 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:23:48,300 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 19:23:48,316 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 19:23:48,331 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 19:23:48,344 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-26 19:23:48,358 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 19:23:48,373 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:48,387 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:48,402 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:48,417 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:48,430 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:48,445 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 19:23:48,461 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:48,474 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:48,489 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:48,505 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:48,518 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:48,531 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:48,544 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 19:23:48,557 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 19:23:48,573 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:48,588 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 19:23:48,603 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 19:23:48,616 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 19:23:48,629 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 19:23:48,644 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 19:23:48,657 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 19:23:48,672 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 19:23:48,687 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-26 19:23:48,700 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-26 19:23:48,714 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 19:23:48,729 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 19:23:48,745 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-26 19:23:48,753 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.628
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2023-07-26 19:23:48,781 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.631
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2023-07-26 19:23:48,803 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 19:23:48,818 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-26 19:23:48,833 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 19:23:48,846 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 19:23:48,862 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.638
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2023-07-26 19:23:48,888 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 19:23:48,903 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 19:23:48,916 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 19:23:48,932 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.638
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2023-07-26 19:23:49,078 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 19:23:49,093 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 19:23:49,109 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 19:23:49,122 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 19:23:49,150 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 19:23:49,163 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 19:23:49,179 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 19:23:49,194 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 19:23:49,210 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 19:23:49,241 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 19:23:49,256 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 19:23:49,271 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-26 19:23:49,383 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 19:23:49,823 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.916, mIoU: 0.630
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2023-07-26 19:23:49,870 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-26 19:23:52,789 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.908, mIoU: 0.614
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2023-07-26 19:23:52,819 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:23:52,832 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:52,847 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:52,862 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:52,877 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:52,890 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:23:52,905 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 19:23:52,918 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 19:23:52,931 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 19:23:52,942 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 19:23:52,957 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 19:23:52,973 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 19:23:52,988 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:23:53,003 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:53,016 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:23:53,032 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 19:23:53,047 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 19:23:53,062 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-26 19:23:53,076 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 19:23:53,092 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-26 19:23:53,106 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-26 19:23:53,123 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,137 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-26 19:23:53,152 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 19:23:53,167 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 19:23:53,181 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-26 19:23:53,196 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,211 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,224 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,239 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,255 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,269 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-26 19:23:53,285 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,301 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,316 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:23:53,331 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:23:53,346 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:23:53,362 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-26 19:23:53,376 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 19:23:53,391 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:23:53,404 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:23:53,418 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-26 19:23:53,434 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-26 19:23:53,450 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 19:23:53,465 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-26 19:23:53,480 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,493 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,508 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,521 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,531 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,545 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,559 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-26 19:23:53,574 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 19:23:53,589 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 19:23:53,604 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 19:23:53,620 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,635 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 19:23:53,644 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 19:23:53,654 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 19:23:53,668 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,681 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,697 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,710 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-26 19:23:53,726 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,742 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 19:23:53,757 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:23:53,772 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:23:53,787 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:23:53,800 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 19:23:53,815 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:23:53,830 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-26 19:23:53,844 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:23:53,859 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:23:53,871 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:23:53,886 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:23:53,900 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-26 19:23:53,915 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 19:23:53,930 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 19:23:53,945 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:23:53,955 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:23:53,968 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-26 19:23:53,983 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:23:53,997 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:23:54,010 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:23:54,023 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,037 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,052 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,068 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:23:54,082 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:23:54,091 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:23:54,107 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:23:54,122 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:23:54,135 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:23:54,150 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:23:54,165 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,179 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,194 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,208 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,224 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:23:54,239 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:23:54,255 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:23:54,271 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,285 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:23:54,298 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,313 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,329 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:23:54,343 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 19:23:54,357 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 19:23:54,373 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:23:54,388 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:23:54,403 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:23:54,416 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:23:54,430 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 19:23:54,445 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:23:54,461 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:23:54,476 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,491 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,505 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,520 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,536 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:23:54,549 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:23:54,564 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:23:54,576 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:23:54,592 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:23:54,605 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:23:54,617 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 19:23:54,629 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 19:23:54,644 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 19:23:54,660 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:54,674 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:54,689 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:54,698 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:54,713 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,728 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:54,744 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,759 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:54,773 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,786 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,799 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,814 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:54,829 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:54,844 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:54,856 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,870 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,885 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,899 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,915 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,928 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,943 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:54,959 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,974 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:54,987 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:55,003 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:55,018 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:55,031 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:55,046 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:55,061 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:55,077 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,092 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,106 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,122 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,137 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,155 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,165 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:55,181 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:55,197 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:55,210 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:23:55,226 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:23:55,239 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:23:55,255 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:23:55,270 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 19:23:55,298 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:23:55,310 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-26 19:23:55,411 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 19:23:55,425 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,441 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 19:23:55,468 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,484 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,499 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 19:23:55,603 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:23:55,630 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:23:55,661 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,676 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:23:55,688 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:23:55,703 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,717 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:23:55,733 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:23:55,747 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:23:55,762 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,776 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,791 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,805 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,819 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,832 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:55,846 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,861 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,875 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,888 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,903 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,917 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,932 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:55,947 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,962 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,977 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:55,992 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:56,007 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,020 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,034 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 19:23:56,049 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-26 19:23:56,063 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 19:23:56,081 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-26 19:23:56,096 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 19:23:56,112 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 19:23:56,122 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 19:23:56,136 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 19:23:56,151 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-26 19:23:56,165 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 19:23:56,180 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,193 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,207 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,222 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,239 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,254 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,270 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,283 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,297 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,310 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,325 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,339 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,355 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,370 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 19:23:56,384 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,399 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,412 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,427 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 19:23:56,442 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:56,454 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:56,467 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:23:56,481 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:56,497 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 19:23:56,512 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:23:56,526 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:56,540 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:56,556 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:56,571 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:56,585 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 19:23:56,598 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:56,606 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:56,621 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:23:56,637 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,652 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,668 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,683 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,698 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:56,714 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:56,729 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:56,742 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:56,757 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:56,771 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,787 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,802 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,814 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,827 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,840 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,854 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:23:56,867 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,880 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,893 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:56,908 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,923 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,935 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,949 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,962 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,974 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:56,989 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 19:23:57,004 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 19:23:57,019 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 19:23:57,034 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,049 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,064 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,078 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,093 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,108 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,126 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,142 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,158 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:57,174 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:57,187 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:57,200 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,214 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,229 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,245 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,258 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,271 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,286 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:57,301 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:57,316 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:57,331 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,346 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,359 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,374 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:57,387 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,402 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,417 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,431 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 19:23:57,447 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,460 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,475 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,490 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,503 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,516 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,532 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,547 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 19:23:57,563 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,578 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,590 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,603 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,617 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,630 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:57,646 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:57,663 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,676 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,692 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,705 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,720 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,735 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,748 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,762 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,777 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,792 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,805 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,820 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:23:57,835 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:23:57,849 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:23:57,862 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:23:57,877 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,892 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,909 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,922 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,937 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,951 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:57,967 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,980 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:57,993 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 19:23:58,009 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,024 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,038 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,054 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,070 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,086 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,102 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,115 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,127 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,141 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,154 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,167 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,180 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,195 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,208 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,221 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,234 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,249 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,264 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,279 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,292 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,305 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,319 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,334 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,348 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,363 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:23:58,376 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:23:58,389 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,400 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,416 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,431 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,445 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,459 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,471 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,484 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,498 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,513 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,526 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,541 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:23:58,554 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,570 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,584 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,599 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,612 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:23:58,628 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,643 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,657 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:58,673 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,688 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,703 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,718 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,733 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,748 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,763 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,777 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,791 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,806 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,819 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,832 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,846 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:58,862 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:58,875 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,891 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,906 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,917 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,931 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:58,947 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,964 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,978 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:58,994 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,010 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,023 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,039 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,055 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,071 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:59,085 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,097 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:59,114 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,130 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 19:23:59,146 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:59,159 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:59,174 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:59,189 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,204 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,218 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,231 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,246 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,259 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,274 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:59,288 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:23:59,300 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,315 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,328 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,343 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,357 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,372 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,386 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,401 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,416 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,430 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,446 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,461 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,476 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,491 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,501 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,515 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,528 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,543 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,558 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,573 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,587 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,602 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,617 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,631 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,648 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,663 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,677 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,692 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,708 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,723 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,737 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,752 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,767 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,783 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:23:59,796 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,812 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,827 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,841 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,855 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:23:59,871 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:23:59,884 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:23:59,899 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:23:59,912 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,927 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,942 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,958 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:23:59,973 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:23:59,988 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,003 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,016 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,029 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,044 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,057 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,070 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,085 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,100 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,115 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,130 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,143 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,156 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,172 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,186 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,199 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,214 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,227 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,242 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,256 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,272 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,287 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,301 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,310 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,326 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,341 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,354 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,368 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,383 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,398 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,411 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,427 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,442 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,458 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:24:00,473 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,488 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,505 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,521 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,535 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,551 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,566 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 19:24:00,581 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:24:00,594 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:24:00,608 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,624 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,638 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,646 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,659 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,671 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,684 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:00,695 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,710 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,724 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,738 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 19:24:00,750 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,763 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:00,778 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,788 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:00,803 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:00,817 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,833 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,850 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,866 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,882 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,895 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,908 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,924 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,939 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:00,954 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 19:24:00,969 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,983 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:00,994 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,005 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,019 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,031 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,046 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,059 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:01,074 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,090 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,106 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,120 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,135 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,150 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,165 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 19:24:01,181 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,195 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,210 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,225 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,240 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,253 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,266 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,281 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,294 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,310 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,323 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,338 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,353 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,371 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,387 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,400 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,415 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,431 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,446 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,462 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,475 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:24:01,488 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:24:01,504 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:24:01,519 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 19:24:01,535 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 19:24:01,550 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 19:24:01,566 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,582 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 19:24:01,597 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 19:24:01,612 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,624 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,640 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,650 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,663 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,679 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 19:24:01,691 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:01,706 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 19:24:01,721 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 19:24:01,736 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 19:24:01,751 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 19:24:01,767 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 19:24:01,783 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 19:24:01,800 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,815 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 19:24:01,831 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,844 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,859 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,875 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,888 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,903 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,917 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:01,932 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:01,947 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:01,962 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:24:01,977 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 19:24:01,992 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 19:24:02,005 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 19:24:02,018 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 19:24:02,033 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,047 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,060 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,075 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,090 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,105 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,118 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,132 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,147 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,163 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,178 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,191 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,205 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,220 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,235 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 19:24:02,251 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,266 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,282 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,297 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,312 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,328 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,344 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 19:24:02,359 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,374 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,389 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:24:02,403 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:24:02,419 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:24:02,434 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,449 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:24:02,462 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 19:24:02,476 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,491 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,507 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,520 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,535 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:02,549 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:02,564 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,579 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,594 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 19:24:02,608 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:02,621 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:02,637 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:02,654 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,668 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,683 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,697 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,707 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,723 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,739 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,752 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:02,769 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,784 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,798 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:24:02,811 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:24:02,827 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:24:02,843 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,858 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,874 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,889 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,905 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 19:24:02,920 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,933 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,948 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,962 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,977 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:02,989 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,002 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,017 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,032 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,046 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,062 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,075 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,090 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,105 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,118 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,134 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,150 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,164 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,180 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,193 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,208 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,223 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,238 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,253 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,266 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,281 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,294 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,307 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,320 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,335 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,350 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,364 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,379 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,389 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,402 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,418 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,433 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,446 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,461 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,478 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,493 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,506 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,521 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,536 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,550 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,565 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,578 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,591 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 19:24:03,621 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,636 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:24:03,679 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,694 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,706 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,721 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 19:24:03,735 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 19:24:03,765 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:24:03,804 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,818 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:03,832 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,845 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,859 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 19:24:03,901 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:24:03,961 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,974 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:03,989 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:04,003 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:04,015 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,031 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,046 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,061 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,076 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,092 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,106 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,120 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,135 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,148 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,162 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,177 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,193 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,205 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,220 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,231 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:24:04,246 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:24:04,262 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:24:04,276 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:24:04,289 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,305 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,322 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,337 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,349 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,364 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,379 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,390 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,405 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,420 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,436 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,449 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:24:04,462 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:24:04,477 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:24:04,491 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,505 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,518 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,534 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,546 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,559 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,574 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,589 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,604 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,618 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,634 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,647 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,662 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,676 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,691 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,706 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,719 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,733 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,749 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,764 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,779 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,792 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,806 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,821 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-26 19:24:04,836 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,849 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,862 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,877 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,892 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,906 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,921 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,936 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,951 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,964 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,978 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:04,993 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,006 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,021 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,036 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,050 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,065 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,080 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:05,095 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:24:05,109 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:24:05,124 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:24:05,139 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:24:05,154 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,169 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,184 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,199 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,214 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,227 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,240 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,255 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,271 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,284 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,299 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,314 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,329 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,344 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 19:24:05,359 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,374 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,389 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,402 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,415 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,428 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,441 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,454 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,469 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,484 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,497 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,510 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,525 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,536 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,550 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,565 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,581 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,596 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,610 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,623 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,638 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,652 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:24:05,665 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:24:05,680 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:24:05,696 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:24:05,712 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,725 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,740 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:05,756 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,771 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,786 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,799 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,814 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,830 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,845 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,860 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,873 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,888 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,904 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,919 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,934 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,948 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,963 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,978 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:05,988 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,002 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,014 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,027 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,043 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:06,057 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:06,071 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:06,083 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,096 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,109 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:24:06,123 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,137 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,152 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,166 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,179 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,194 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,209 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,221 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,236 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,251 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,263 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:24:06,278 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-26 19:24:06,335 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 19:24:06,363 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-26 19:24:06,421 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 19:24:06,521 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 19:24:06,568 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 19:24:06,591 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 19:24:06,619 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 19:24:06,632 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 19:24:06,675 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 19:24:06,706 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 19:24:06,737 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,750 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,765 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,781 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,797 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,812 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,828 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-26 19:24:06,845 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,858 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,873 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,888 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,903 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,916 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,929 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,944 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,960 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,975 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-26 19:24:06,991 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,006 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,022 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,037 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,050 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,066 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,080 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,095 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,111 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,127 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,142 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,154 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,170 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,185 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,200 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,215 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,229 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,244 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,259 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,272 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,286 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,299 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,314 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,328 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,343 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,358 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,373 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,388 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,398 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,414 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,427 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,442 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,457 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,472 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,488 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,499 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:07,509 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,525 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,540 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,556 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,569 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,584 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,599 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,612 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,628 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,642 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,656 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,671 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,684 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 19:24:07,698 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,713 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,728 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,740 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,755 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,770 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-26 19:24:07,785 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,801 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,814 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,829 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,844 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:24:07,861 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-26 19:24:24,692 semantic_segmentation INFO: Iters: 116010/150000 || Lr: 0.005257 || Task Loss: 0.4556 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:06 || Estimated Time: 16:35:19
2023-07-26 19:24:41,763 semantic_segmentation INFO: Iters: 116020/150000 || Lr: 0.005256 || Task Loss: 0.4976 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:24 || Estimated Time: 16:35:01
2023-07-26 19:24:59,093 semantic_segmentation INFO: Iters: 116030/150000 || Lr: 0.005255 || Task Loss: 0.3616 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:41 || Estimated Time: 16:34:44
2023-07-26 19:25:16,099 semantic_segmentation INFO: Iters: 116040/150000 || Lr: 0.005253 || Task Loss: 0.3895 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:58 || Estimated Time: 16:34:26
2023-07-26 19:25:33,313 semantic_segmentation INFO: Iters: 116050/150000 || Lr: 0.005252 || Task Loss: 0.4104 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:15 || Estimated Time: 16:34:08
2023-07-26 19:25:50,526 semantic_segmentation INFO: Iters: 116060/150000 || Lr: 0.005250 || Task Loss: 0.4031 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:32 || Estimated Time: 16:33:51
2023-07-26 19:26:07,720 semantic_segmentation INFO: Iters: 116070/150000 || Lr: 0.005249 || Task Loss: 0.4159 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:50 || Estimated Time: 16:33:33
2023-07-26 19:26:24,868 semantic_segmentation INFO: Iters: 116080/150000 || Lr: 0.005248 || Task Loss: 0.4082 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:07 || Estimated Time: 16:33:15
2023-07-26 19:26:41,910 semantic_segmentation INFO: Iters: 116090/150000 || Lr: 0.005246 || Task Loss: 0.3583 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:24 || Estimated Time: 16:32:57
2023-07-26 19:26:59,424 semantic_segmentation INFO: Iters: 116100/150000 || Lr: 0.005245 || Task Loss: 0.3826 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:41 || Estimated Time: 16:32:40
2023-07-26 19:27:16,656 semantic_segmentation INFO: Iters: 116110/150000 || Lr: 0.005244 || Task Loss: 0.2943 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:58 || Estimated Time: 16:32:22
2023-07-26 19:27:33,615 semantic_segmentation INFO: Iters: 116120/150000 || Lr: 0.005242 || Task Loss: 0.3915 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:15 || Estimated Time: 16:32:04
2023-07-26 19:27:51,136 semantic_segmentation INFO: Iters: 116130/150000 || Lr: 0.005241 || Task Loss: 0.4592 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:33 || Estimated Time: 16:31:47
2023-07-26 19:28:08,135 semantic_segmentation INFO: Iters: 116140/150000 || Lr: 0.005239 || Task Loss: 0.3041 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:50 || Estimated Time: 16:31:29
2023-07-26 19:28:25,277 semantic_segmentation INFO: Iters: 116150/150000 || Lr: 0.005238 || Task Loss: 0.4392 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:07 || Estimated Time: 16:31:11
2023-07-26 19:28:42,382 semantic_segmentation INFO: Iters: 116160/150000 || Lr: 0.005237 || Task Loss: 0.3166 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:24 || Estimated Time: 16:30:54
2023-07-26 19:28:59,523 semantic_segmentation INFO: Iters: 116170/150000 || Lr: 0.005235 || Task Loss: 0.3751 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:41 || Estimated Time: 16:30:36
2023-07-26 19:29:16,751 semantic_segmentation INFO: Iters: 116180/150000 || Lr: 0.005234 || Task Loss: 0.4299 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:59 || Estimated Time: 16:30:18
2023-07-26 19:29:33,719 semantic_segmentation INFO: Iters: 116190/150000 || Lr: 0.005232 || Task Loss: 0.3964 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:16 || Estimated Time: 16:30:01
2023-07-26 19:29:50,736 semantic_segmentation INFO: Iters: 116200/150000 || Lr: 0.005231 || Task Loss: 0.4375 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:33 || Estimated Time: 16:29:43
2023-07-26 19:30:07,839 semantic_segmentation INFO: Iters: 116210/150000 || Lr: 0.005230 || Task Loss: 0.5645 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:50 || Estimated Time: 16:29:25
2023-07-26 19:30:24,931 semantic_segmentation INFO: Iters: 116220/150000 || Lr: 0.005228 || Task Loss: 0.4962 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:07 || Estimated Time: 16:29:08
2023-07-26 19:30:42,002 semantic_segmentation INFO: Iters: 116230/150000 || Lr: 0.005227 || Task Loss: 0.4342 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:24 || Estimated Time: 16:28:50
2023-07-26 19:30:58,956 semantic_segmentation INFO: Iters: 116240/150000 || Lr: 0.005225 || Task Loss: 0.2791 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:41 || Estimated Time: 16:28:32
2023-07-26 19:31:16,304 semantic_segmentation INFO: Iters: 116250/150000 || Lr: 0.005224 || Task Loss: 0.5087 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:58 || Estimated Time: 16:28:14
2023-07-26 19:31:33,238 semantic_segmentation INFO: Iters: 116260/150000 || Lr: 0.005223 || Task Loss: 0.3835 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:44:15 || Estimated Time: 16:27:57
2023-07-26 19:31:50,226 semantic_segmentation INFO: Iters: 116270/150000 || Lr: 0.005221 || Task Loss: 0.4015 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:44:32 || Estimated Time: 16:27:39
2023-07-26 19:32:07,289 semantic_segmentation INFO: Iters: 116280/150000 || Lr: 0.005220 || Task Loss: 0.4468 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:44:49 || Estimated Time: 16:27:21
2023-07-26 19:32:24,565 semantic_segmentation INFO: Iters: 116290/150000 || Lr: 0.005218 || Task Loss: 0.3445 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:45:06 || Estimated Time: 16:27:04
2023-07-26 19:32:41,561 semantic_segmentation INFO: Iters: 116300/150000 || Lr: 0.005217 || Task Loss: 0.4610 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:45:23 || Estimated Time: 16:26:46
2023-07-26 19:32:58,568 semantic_segmentation INFO: Iters: 116310/150000 || Lr: 0.005216 || Task Loss: 0.3642 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:45:40 || Estimated Time: 16:26:28
2023-07-26 19:33:15,552 semantic_segmentation INFO: Iters: 116320/150000 || Lr: 0.005214 || Task Loss: 0.3658 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:45:57 || Estimated Time: 16:26:10
2023-07-26 19:33:32,504 semantic_segmentation INFO: Iters: 116330/150000 || Lr: 0.005213 || Task Loss: 0.4195 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:14 || Estimated Time: 16:25:53
2023-07-26 19:33:49,535 semantic_segmentation INFO: Iters: 116340/150000 || Lr: 0.005211 || Task Loss: 0.4009 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:31 || Estimated Time: 16:25:35
2023-07-26 19:34:06,765 semantic_segmentation INFO: Iters: 116350/150000 || Lr: 0.005210 || Task Loss: 0.3057 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:49 || Estimated Time: 16:25:17
2023-07-26 19:34:23,813 semantic_segmentation INFO: Iters: 116360/150000 || Lr: 0.005209 || Task Loss: 0.3004 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:06 || Estimated Time: 16:24:59
2023-07-26 19:34:40,754 semantic_segmentation INFO: Iters: 116370/150000 || Lr: 0.005207 || Task Loss: 0.3866 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:23 || Estimated Time: 16:24:42
2023-07-26 19:34:57,831 semantic_segmentation INFO: Iters: 116380/150000 || Lr: 0.005206 || Task Loss: 0.3574 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:40 || Estimated Time: 16:24:24
2023-07-26 19:35:14,906 semantic_segmentation INFO: Iters: 116390/150000 || Lr: 0.005205 || Task Loss: 0.2579 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:57 || Estimated Time: 16:24:06
2023-07-26 19:35:31,955 semantic_segmentation INFO: Iters: 116400/150000 || Lr: 0.005203 || Task Loss: 0.3243 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:14 || Estimated Time: 16:23:49
2023-07-26 19:35:48,936 semantic_segmentation INFO: Iters: 116410/150000 || Lr: 0.005202 || Task Loss: 0.4363 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:31 || Estimated Time: 16:23:31
2023-07-26 19:36:05,866 semantic_segmentation INFO: Iters: 116420/150000 || Lr: 0.005200 || Task Loss: 0.3802 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:48 || Estimated Time: 16:23:13
2023-07-26 19:36:22,964 semantic_segmentation INFO: Iters: 116430/150000 || Lr: 0.005199 || Task Loss: 0.4109 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:05 || Estimated Time: 16:22:55
2023-07-26 19:36:40,357 semantic_segmentation INFO: Iters: 116440/150000 || Lr: 0.005198 || Task Loss: 0.4885 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:22 || Estimated Time: 16:22:38
2023-07-26 19:36:57,349 semantic_segmentation INFO: Iters: 116450/150000 || Lr: 0.005196 || Task Loss: 0.3595 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:39 || Estimated Time: 16:22:20
2023-07-26 19:37:14,369 semantic_segmentation INFO: Iters: 116460/150000 || Lr: 0.005195 || Task Loss: 0.2096 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:56 || Estimated Time: 16:22:02
2023-07-26 19:37:31,416 semantic_segmentation INFO: Iters: 116470/150000 || Lr: 0.005193 || Task Loss: 0.3904 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:13 || Estimated Time: 16:21:45
2023-07-26 19:37:48,484 semantic_segmentation INFO: Iters: 116480/150000 || Lr: 0.005192 || Task Loss: 0.4123 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:30 || Estimated Time: 16:21:27
2023-07-26 19:38:05,552 semantic_segmentation INFO: Iters: 116490/150000 || Lr: 0.005191 || Task Loss: 0.3437 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:47 || Estimated Time: 16:21:09
2023-07-26 19:38:23,043 semantic_segmentation INFO: Iters: 116500/150000 || Lr: 0.005189 || Task Loss: 0.4114 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:05 || Estimated Time: 16:20:52
2023-07-26 19:38:39,904 semantic_segmentation INFO: Iters: 116510/150000 || Lr: 0.005188 || Task Loss: 0.3860 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:22 || Estimated Time: 16:20:34
2023-07-26 19:38:56,983 semantic_segmentation INFO: Iters: 116520/150000 || Lr: 0.005186 || Task Loss: 0.3159 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:39 || Estimated Time: 16:20:16
2023-07-26 19:39:14,056 semantic_segmentation INFO: Iters: 116530/150000 || Lr: 0.005185 || Task Loss: 0.3890 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:56 || Estimated Time: 16:19:58
2023-07-26 19:39:31,443 semantic_segmentation INFO: Iters: 116540/150000 || Lr: 0.005184 || Task Loss: 0.3301 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:13 || Estimated Time: 16:19:41
2023-07-26 19:39:48,912 semantic_segmentation INFO: Iters: 116550/150000 || Lr: 0.005182 || Task Loss: 0.3302 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:31 || Estimated Time: 16:19:23
2023-07-26 19:40:06,110 semantic_segmentation INFO: Iters: 116560/150000 || Lr: 0.005181 || Task Loss: 0.4462 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:48 || Estimated Time: 16:19:06
2023-07-26 19:40:23,118 semantic_segmentation INFO: Iters: 116570/150000 || Lr: 0.005179 || Task Loss: 0.4545 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:05 || Estimated Time: 16:18:48
2023-07-26 19:40:40,112 semantic_segmentation INFO: Iters: 116580/150000 || Lr: 0.005178 || Task Loss: 0.5236 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:22 || Estimated Time: 16:18:30
2023-07-26 19:40:57,442 semantic_segmentation INFO: Iters: 116590/150000 || Lr: 0.005177 || Task Loss: 0.3399 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:39 || Estimated Time: 16:18:12
2023-07-26 19:41:14,699 semantic_segmentation INFO: Iters: 116600/150000 || Lr: 0.005175 || Task Loss: 0.3701 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:56 || Estimated Time: 16:17:55
2023-07-26 19:41:31,748 semantic_segmentation INFO: Iters: 116610/150000 || Lr: 0.005174 || Task Loss: 0.3751 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:14 || Estimated Time: 16:17:37
2023-07-26 19:41:48,667 semantic_segmentation INFO: Iters: 116620/150000 || Lr: 0.005172 || Task Loss: 0.4887 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:30 || Estimated Time: 16:17:19
2023-07-26 19:42:05,780 semantic_segmentation INFO: Iters: 116630/150000 || Lr: 0.005171 || Task Loss: 0.4090 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:48 || Estimated Time: 16:17:02
2023-07-26 19:42:22,853 semantic_segmentation INFO: Iters: 116640/150000 || Lr: 0.005170 || Task Loss: 0.4920 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:05 || Estimated Time: 16:16:44
2023-07-26 19:42:40,135 semantic_segmentation INFO: Iters: 116650/150000 || Lr: 0.005168 || Task Loss: 0.4472 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:22 || Estimated Time: 16:16:26
2023-07-26 19:42:57,118 semantic_segmentation INFO: Iters: 116660/150000 || Lr: 0.005167 || Task Loss: 0.4325 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:39 || Estimated Time: 16:16:09
2023-07-26 19:43:14,174 semantic_segmentation INFO: Iters: 116670/150000 || Lr: 0.005165 || Task Loss: 0.2633 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:56 || Estimated Time: 16:15:51
2023-07-26 19:43:31,172 semantic_segmentation INFO: Iters: 116680/150000 || Lr: 0.005164 || Task Loss: 0.4690 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:13 || Estimated Time: 16:15:33
2023-07-26 19:43:48,442 semantic_segmentation INFO: Iters: 116690/150000 || Lr: 0.005163 || Task Loss: 0.5257 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:30 || Estimated Time: 16:15:15
2023-07-26 19:44:05,437 semantic_segmentation INFO: Iters: 116700/150000 || Lr: 0.005161 || Task Loss: 0.3745 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:47 || Estimated Time: 16:14:58
2023-07-26 19:44:22,379 semantic_segmentation INFO: Iters: 116710/150000 || Lr: 0.005160 || Task Loss: 0.3253 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:04 || Estimated Time: 16:14:40
2023-07-26 19:44:39,706 semantic_segmentation INFO: Iters: 116720/150000 || Lr: 0.005159 || Task Loss: 0.3635 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:21 || Estimated Time: 16:14:22
2023-07-26 19:44:56,656 semantic_segmentation INFO: Iters: 116730/150000 || Lr: 0.005157 || Task Loss: 0.3823 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:38 || Estimated Time: 16:14:05
2023-07-26 19:45:13,727 semantic_segmentation INFO: Iters: 116740/150000 || Lr: 0.005156 || Task Loss: 0.3989 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:56 || Estimated Time: 16:13:47
2023-07-26 19:45:30,726 semantic_segmentation INFO: Iters: 116750/150000 || Lr: 0.005154 || Task Loss: 0.3882 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:13 || Estimated Time: 16:13:29
2023-07-26 19:45:47,729 semantic_segmentation INFO: Iters: 116760/150000 || Lr: 0.005153 || Task Loss: 0.4133 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:30 || Estimated Time: 16:13:11
2023-07-26 19:46:04,776 semantic_segmentation INFO: Iters: 116770/150000 || Lr: 0.005152 || Task Loss: 0.2980 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:47 || Estimated Time: 16:12:54
2023-07-26 19:46:21,839 semantic_segmentation INFO: Iters: 116780/150000 || Lr: 0.005150 || Task Loss: 0.4535 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:04 || Estimated Time: 16:12:36
2023-07-26 19:46:39,127 semantic_segmentation INFO: Iters: 116790/150000 || Lr: 0.005149 || Task Loss: 0.4780 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:21 || Estimated Time: 16:12:18
2023-07-26 19:46:56,128 semantic_segmentation INFO: Iters: 116800/150000 || Lr: 0.005147 || Task Loss: 0.4023 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:38 || Estimated Time: 16:12:01
2023-07-26 19:46:56,252 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:46:56,632 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 19:46:56,647 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.131
2023-07-26 19:46:56,659 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.153
2023-07-26 19:46:56,674 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.155
2023-07-26 19:46:56,688 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.226
2023-07-26 19:46:56,701 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.272
2023-07-26 19:46:56,715 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.313
2023-07-26 19:46:56,730 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.318
2023-07-26 19:46:56,742 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.353
2023-07-26 19:46:56,757 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.397
2023-07-26 19:46:56,771 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.400
2023-07-26 19:46:56,786 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.437
2023-07-26 19:46:56,798 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.412
2023-07-26 19:46:56,813 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.392
2023-07-26 19:46:56,827 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.383
2023-07-26 19:46:56,839 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.379
2023-07-26 19:46:56,850 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.920, mIoU: 0.377
2023-07-26 19:46:56,863 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.376
2023-07-26 19:46:56,877 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.384
2023-07-26 19:46:56,894 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.429
2023-07-26 19:46:56,910 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.428
2023-07-26 19:46:56,925 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.439
2023-07-26 19:46:56,940 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.465
2023-07-26 19:46:56,957 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.923, mIoU: 0.469
2023-07-26 19:46:56,973 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.469
2023-07-26 19:46:56,987 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.471
2023-07-26 19:46:57,002 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.472
2023-07-26 19:46:57,014 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.471
2023-07-26 19:46:57,030 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.460
2023-07-26 19:46:57,044 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.460
2023-07-26 19:46:57,059 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.460
2023-07-26 19:46:57,075 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.460
2023-07-26 19:46:57,090 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.469
2023-07-26 19:46:57,105 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.468
2023-07-26 19:46:57,120 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.483
2023-07-26 19:46:57,136 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.484
2023-07-26 19:46:57,149 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.484
2023-07-26 19:46:57,162 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.530
2023-07-26 19:46:57,179 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.518
2023-07-26 19:46:57,192 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.517
2023-07-26 19:46:57,205 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.544
2023-07-26 19:46:57,221 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.543
2023-07-26 19:46:57,235 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.542
2023-07-26 19:46:57,249 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.542
2023-07-26 19:46:57,264 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.548
2023-07-26 19:46:57,280 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.552
2023-07-26 19:46:57,293 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.558
2023-07-26 19:46:57,306 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-26 19:46:57,321 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.560
2023-07-26 19:46:57,337 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.558
2023-07-26 19:46:57,353 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.556
2023-07-26 19:46:57,368 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.556
2023-07-26 19:46:57,382 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.554
2023-07-26 19:46:57,397 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.555
2023-07-26 19:46:57,412 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.559
2023-07-26 19:46:57,426 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.554
2023-07-26 19:46:57,441 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.551
2023-07-26 19:46:57,459 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.549
2023-07-26 19:46:57,472 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.552
2023-07-26 19:46:57,488 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-26 19:46:57,502 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.596
2023-07-26 19:46:57,518 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.594
2023-07-26 19:46:57,531 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-26 19:46:57,551 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-26 19:46:57,565 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-26 19:46:57,581 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.598
2023-07-26 19:46:57,596 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.599
2023-07-26 19:46:57,609 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-26 19:46:57,625 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-26 19:46:57,640 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-26 19:46:57,656 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-26 19:46:57,669 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.666
2023-07-26 19:46:57,684 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.657
2023-07-26 19:46:57,700 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.656
2023-07-26 19:46:57,715 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-26 19:46:57,730 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.657
2023-07-26 19:46:57,745 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-26 19:46:57,755 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-26 19:46:57,771 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 19:46:57,787 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 19:46:57,800 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 19:46:57,815 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-26 19:46:57,830 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-26 19:46:57,846 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-26 19:46:57,861 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 19:46:57,877 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 19:46:57,892 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-26 19:46:57,907 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-26 19:46:57,922 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 19:46:57,935 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 19:46:57,950 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 19:46:57,966 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 19:46:57,981 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 19:46:57,996 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.663
2023-07-26 19:46:58,011 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.662
2023-07-26 19:46:58,026 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.662
2023-07-26 19:46:58,040 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.663
2023-07-26 19:46:58,053 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.916, mIoU: 0.664
2023-07-26 19:46:58,068 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 19:46:58,082 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 19:46:58,097 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 19:46:58,112 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 19:46:58,125 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:46:58,140 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-26 19:46:58,156 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:46:58,169 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 19:46:58,184 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 19:46:58,199 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 19:46:58,212 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:46:58,226 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:46:58,238 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 19:46:58,252 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:46:58,267 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 19:46:58,282 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 19:46:58,297 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 19:46:58,310 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 19:46:58,324 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 19:46:58,339 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 19:46:58,352 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 19:46:58,367 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 19:46:58,382 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 19:46:58,395 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 19:46:58,408 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:46:58,423 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 19:46:58,438 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 19:46:58,446 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 19:46:58,458 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 19:46:58,474 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 19:46:58,482 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 19:46:58,495 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 19:46:58,510 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 19:46:58,526 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 19:46:58,539 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 19:46:58,554 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 19:46:58,568 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 19:46:58,581 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 19:46:58,596 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 19:46:58,609 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 19:46:58,625 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 19:46:58,638 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 19:46:58,653 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-26 19:47:01,533 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.911, mIoU: 0.643
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2023-07-26 19:47:01,734 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 19:47:01,747 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.912, mIoU: 0.644
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2023-07-26 19:47:01,777 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.912, mIoU: 0.645
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2023-07-26 19:47:01,799 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-26 19:47:01,808 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 19:47:01,823 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 19:47:01,836 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-26 19:47:01,848 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-26 19:47:01,863 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-26 19:47:01,879 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-26 19:47:01,893 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.909, mIoU: 0.634
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2023-07-26 19:47:01,922 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-26 19:47:01,935 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-26 19:47:01,950 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.909, mIoU: 0.634
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2023-07-26 19:47:01,993 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-26 19:47:02,009 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.909, mIoU: 0.629
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2023-07-26 19:47:02,038 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.908, mIoU: 0.626
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2023-07-26 19:47:02,159 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.910, mIoU: 0.626
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2023-07-26 19:47:02,217 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.910, mIoU: 0.627
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2023-07-26 19:47:02,332 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-26 19:47:02,403 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.911, mIoU: 0.628
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2023-07-26 19:47:02,536 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-26 19:47:02,565 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-26 19:47:02,579 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-26 19:47:02,592 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-26 19:47:02,808 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 19:47:02,839 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 19:47:02,972 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:47:02,987 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:47:03,003 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-26 19:47:03,033 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 19:47:03,047 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 19:47:03,062 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 19:47:03,119 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-26 19:47:03,149 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-26 19:47:03,215 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-26 19:47:03,353 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:47:03,369 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 19:47:03,381 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 19:47:03,397 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-26 19:47:03,428 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 19:47:03,443 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 19:47:03,458 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 19:47:03,486 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 19:47:03,514 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:47:03,530 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 19:47:03,541 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 19:47:03,556 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 19:47:03,614 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:47:03,624 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 19:47:03,637 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 19:47:03,653 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-26 19:47:03,694 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-26 19:47:03,723 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 19:47:03,834 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.915, mIoU: 0.645
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2023-07-26 19:47:03,892 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.646
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2023-07-26 19:47:04,175 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.647
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2023-07-26 19:47:04,219 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-26 19:47:04,313 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-26 19:47:04,398 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,413 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,428 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,443 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,456 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,469 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,485 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,500 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,515 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,528 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,541 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,556 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,571 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,586 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:04,600 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:04,615 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:04,630 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:04,646 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:04,660 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:04,676 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,691 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,704 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,719 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,734 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,749 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,764 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,777 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,793 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:04,809 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:04,825 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:04,836 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:04,851 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,867 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,880 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,894 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,908 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,923 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,938 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,953 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:04,966 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:04,978 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:04,992 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:05,007 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:05,022 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:05,038 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:05,052 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:05,067 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:05,080 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-26 19:47:05,095 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,111 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,124 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:05,139 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,154 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,169 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,184 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,199 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,211 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,226 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,241 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,255 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,270 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,285 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,297 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,312 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,327 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:05,343 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,356 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,372 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,386 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:05,402 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 19:47:05,417 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 19:47:05,433 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:05,448 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,464 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:05,479 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:05,494 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:05,508 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 19:47:05,523 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,538 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-26 19:47:05,554 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-26 19:47:05,567 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-26 19:47:05,582 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,596 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,611 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,626 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,642 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,657 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,672 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:05,688 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:05,702 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,716 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:05,731 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 19:47:05,746 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 19:47:05,764 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 19:47:05,779 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:05,795 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:05,805 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:05,819 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 19:47:05,834 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,847 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,862 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,875 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,888 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,904 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,921 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,936 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:05,952 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:05,966 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:05,981 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:05,994 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,009 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,024 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,040 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:06,056 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,071 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,086 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,099 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,114 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,128 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,141 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,155 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,169 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,184 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,199 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,212 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:06,226 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:06,241 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:06,256 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:06,269 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:06,283 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 19:47:06,291 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 19:47:06,307 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-26 19:47:06,322 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,338 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,354 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,369 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,384 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,400 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.666
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2023-07-26 19:47:06,428 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,444 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,458 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,474 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 19:47:06,489 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-26 19:47:06,502 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:06,515 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:06,528 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-26 19:47:06,542 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-26 19:47:06,555 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:06,568 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-26 19:47:06,581 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:06,596 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,611 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,623 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,637 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,650 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,662 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:06,677 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.671
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2023-07-26 19:47:06,738 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-26 19:47:06,767 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:06,782 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-26 19:47:06,831 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-26 19:47:06,862 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:06,876 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.671
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2023-07-26 19:47:06,902 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-26 19:47:06,933 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:06,947 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:06,960 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:06,975 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:06,989 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,004 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,019 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,034 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,047 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,062 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-26 19:47:07,089 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,104 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,119 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,135 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,148 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,164 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,180 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,193 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,206 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,222 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:07,238 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:07,254 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:07,269 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,281 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:07,294 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:07,309 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:07,322 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:07,337 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,355 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,368 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,384 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,397 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,413 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,428 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,441 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,455 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,470 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,486 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,499 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,514 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,529 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,543 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,557 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,572 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,587 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 19:47:07,604 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,617 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,631 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,644 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 19:47:07,660 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 19:47:07,673 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 19:47:07,686 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 19:47:07,701 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,716 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,728 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,744 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,760 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,775 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,791 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:07,804 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,817 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,831 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,844 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,857 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,870 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:07,886 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,900 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,913 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,927 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,943 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,958 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,974 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:07,988 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,001 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,016 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 19:47:08,031 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 19:47:08,046 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 19:47:08,061 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 19:47:08,074 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 19:47:08,087 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,099 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,115 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,130 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,145 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,159 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,170 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,183 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,198 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,213 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,226 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,241 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,254 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,270 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,283 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,298 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:08,311 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,326 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,341 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:08,354 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,369 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,384 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,399 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,414 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,428 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:08,443 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,458 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,472 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,487 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,501 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,514 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,528 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,541 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,557 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,572 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,588 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,604 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,615 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,630 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,646 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,661 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,674 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,690 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,704 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,718 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,732 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,748 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,762 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,775 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,787 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,804 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:08,819 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:08,834 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-26 19:47:08,847 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:08,862 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-26 19:47:08,876 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-26 19:47:08,891 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,906 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,920 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,935 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,948 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 19:47:08,963 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,977 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 19:47:08,990 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:09,005 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:09,018 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:09,033 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,048 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,063 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,077 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,092 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,106 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,121 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,136 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,151 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,167 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,181 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,191 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,205 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,218 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,233 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,248 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,263 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,276 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,291 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:09,306 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,320 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,336 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 19:47:09,352 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:09,366 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:09,382 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:09,397 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,412 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 19:47:09,426 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,441 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,456 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,472 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,486 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,501 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:09,516 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 19:47:09,529 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 19:47:09,544 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,558 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,571 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,585 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,598 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,613 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,627 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,642 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:09,657 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:09,672 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:09,686 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:09,699 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:09,712 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:09,727 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:09,740 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:09,752 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:09,767 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:09,782 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:09,797 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:09,813 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:09,826 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,840 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,856 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:09,871 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,884 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,899 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,912 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,927 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,942 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,958 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,973 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,988 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:09,998 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,014 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,029 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,042 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,057 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,072 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,087 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,100 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,115 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,130 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,145 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,160 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,175 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,192 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,207 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,220 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,235 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,250 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,264 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 19:47:10,277 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,291 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,306 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,321 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,328 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,341 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:10,354 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,366 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,378 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,393 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,408 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,423 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,434 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,447 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,462 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,472 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,488 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,501 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,516 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,531 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,546 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,561 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,572 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,585 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,600 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,615 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,630 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,645 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,658 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,668 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,680 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,693 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,704 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,719 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,732 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:10,746 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,762 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,777 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,791 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 19:47:10,806 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,821 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,837 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:10,852 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,867 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,881 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,896 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,912 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,925 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,938 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:10,953 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:10,966 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:10,982 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:10,995 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,009 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,024 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,042 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,058 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,071 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,086 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,101 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,115 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,130 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 19:47:11,143 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,156 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,170 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,185 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,200 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,215 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,231 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:11,247 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 19:47:11,262 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,277 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,290 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,305 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 19:47:11,315 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 19:47:11,329 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,344 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 19:47:11,356 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,371 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,386 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 19:47:11,402 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,417 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,432 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,447 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,462 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,474 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:11,490 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:11,502 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,516 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,531 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,543 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,557 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,570 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,584 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,599 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,615 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,630 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,645 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,658 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,670 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:11,686 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 19:47:11,699 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,712 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,728 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,743 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,758 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,771 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,784 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,800 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,816 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,831 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,844 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,858 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,873 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,888 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,903 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,918 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,933 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:11,948 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,962 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,977 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 19:47:11,993 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-26 19:47:12,008 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:12,022 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,037 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,050 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,065 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,080 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,096 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,109 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:12,123 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,138 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,154 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,168 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,183 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,197 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,212 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,228 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,243 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,258 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,271 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,287 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,303 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,316 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,331 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:12,344 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 19:47:12,353 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,368 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,383 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,396 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,412 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,426 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,439 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,453 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,468 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,483 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,498 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,515 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,530 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,547 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,562 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,575 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:12,590 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,605 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,620 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,633 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,646 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,661 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,676 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,691 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,706 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,719 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:12,734 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,748 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,761 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,776 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,792 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,807 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,821 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,835 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,850 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,865 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,880 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,896 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,909 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,925 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,938 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:12,951 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,964 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,979 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:12,994 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,009 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,024 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,034 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,047 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,063 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,079 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,092 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-26 19:47:13,123 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,137 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,150 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,164 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,179 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,192 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,206 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,219 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,232 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-26 19:47:13,262 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,277 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,292 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,305 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,321 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,336 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,349 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 19:47:13,364 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,379 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,395 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,410 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,422 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,436 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,451 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,466 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 19:47:13,481 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,494 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.918, mIoU: 0.662
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2023-07-26 19:47:13,526 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.918, mIoU: 0.662
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2023-07-26 19:47:13,581 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,596 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 19:47:13,611 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,624 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,639 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,653 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,666 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,681 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:13,696 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,711 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,727 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,743 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,758 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,772 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,788 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,801 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,815 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,831 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.918, mIoU: 0.662
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2023-07-26 19:47:13,874 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,886 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,901 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,916 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,931 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:13,944 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.918, mIoU: 0.662
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2023-07-26 19:47:13,990 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,001 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.918, mIoU: 0.663
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2023-07-26 19:47:14,031 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,041 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,056 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,071 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,087 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,100 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 19:47:14,112 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,128 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,142 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,158 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,171 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,187 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,200 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,214 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,229 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,245 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,260 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,274 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,291 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,304 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,319 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,333 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,348 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,363 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 19:47:14,376 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-26 19:47:14,389 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-26 19:47:14,404 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:14,419 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:14,434 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:14,447 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 19:47:14,460 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:14,475 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 19:47:14,490 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,504 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,517 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,532 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,548 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,563 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,578 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,593 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,609 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,622 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,636 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,652 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,665 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,680 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.659
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2023-07-26 19:47:14,710 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,724 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:14,739 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:14,754 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,768 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,782 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,797 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,811 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,826 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,840 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,855 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,870 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,883 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,896 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,911 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:14,926 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,939 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,954 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,970 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:14,985 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:15,000 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:15,015 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:15,029 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-26 19:47:15,083 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:15,096 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-26 19:47:15,140 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-26 19:47:15,182 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-26 19:47:15,209 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:15,224 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:15,240 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:15,255 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.916, mIoU: 0.656
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2023-07-26 19:47:15,285 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:15,300 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:15,315 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,328 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,344 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,359 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,375 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,388 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,403 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-26 19:47:15,433 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,448 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,460 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,475 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,489 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,505 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,520 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,533 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,549 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,564 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,580 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,595 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,610 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,626 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,641 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,652 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,666 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,680 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,693 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,710 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,725 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,739 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,752 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,765 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,779 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,794 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,808 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,823 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,838 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,851 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,866 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,881 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,894 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,909 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,925 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,938 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 19:47:15,953 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,965 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,981 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:15,997 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:16,012 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:16,027 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:16,040 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:16,053 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,068 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 19:47:16,083 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:16,097 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:16,110 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:16,122 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,137 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,151 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,166 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,179 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:16,193 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,210 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,225 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,239 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,254 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:16,261 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 19:47:16,276 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,288 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,301 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,316 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,332 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 19:47:16,347 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,363 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,379 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:16,394 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:16,410 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,424 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 19:47:16,439 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,456 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,471 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,487 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,502 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 19:47:16,519 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,531 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,545 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,560 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,574 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,587 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,600 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,614 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,629 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,643 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:16,657 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,672 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,686 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,701 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,713 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,728 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,741 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,756 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,771 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,786 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,801 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:16,814 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:16,829 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,844 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,859 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,874 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,889 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,904 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,919 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,932 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,947 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,960 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,975 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:16,990 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:17,004 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 19:47:17,020 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,035 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,049 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,058 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,073 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,086 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,100 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,115 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,130 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,145 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,156 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,166 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,183 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,198 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,214 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,227 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,242 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,257 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,271 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,286 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,301 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,315 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,331 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,344 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 19:47:17,358 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,373 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,387 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,400 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,415 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,430 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,444 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,460 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,472 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,486 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,500 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 19:47:17,517 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 19:47:34,534 semantic_segmentation INFO: Iters: 116810/150000 || Lr: 0.005146 || Task Loss: 0.3309 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:16 || Estimated Time: 16:11:49
2023-07-26 19:47:51,685 semantic_segmentation INFO: Iters: 116820/150000 || Lr: 0.005145 || Task Loss: 0.4219 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:33 || Estimated Time: 16:11:31
2023-07-26 19:48:08,951 semantic_segmentation INFO: Iters: 116830/150000 || Lr: 0.005143 || Task Loss: 0.3198 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:51 || Estimated Time: 16:11:14
2023-07-26 19:48:26,036 semantic_segmentation INFO: Iters: 116840/150000 || Lr: 0.005142 || Task Loss: 0.5271 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:08 || Estimated Time: 16:10:56
2023-07-26 19:48:43,244 semantic_segmentation INFO: Iters: 116850/150000 || Lr: 0.005140 || Task Loss: 0.3352 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:25 || Estimated Time: 16:10:38
2023-07-26 19:49:00,450 semantic_segmentation INFO: Iters: 116860/150000 || Lr: 0.005139 || Task Loss: 0.4328 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:42 || Estimated Time: 16:10:21
2023-07-26 19:49:17,492 semantic_segmentation INFO: Iters: 116870/150000 || Lr: 0.005138 || Task Loss: 0.4460 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:59 || Estimated Time: 16:10:03
2023-07-26 19:49:34,698 semantic_segmentation INFO: Iters: 116880/150000 || Lr: 0.005136 || Task Loss: 0.4327 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:16 || Estimated Time: 16:09:45
2023-07-26 19:49:51,750 semantic_segmentation INFO: Iters: 116890/150000 || Lr: 0.005135 || Task Loss: 0.3479 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:34 || Estimated Time: 16:09:27
2023-07-26 19:50:08,826 semantic_segmentation INFO: Iters: 116900/150000 || Lr: 0.005133 || Task Loss: 0.2564 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:51 || Estimated Time: 16:09:10
2023-07-26 19:50:25,885 semantic_segmentation INFO: Iters: 116910/150000 || Lr: 0.005132 || Task Loss: 0.3142 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:08 || Estimated Time: 16:08:52
2023-07-26 19:50:42,968 semantic_segmentation INFO: Iters: 116920/150000 || Lr: 0.005131 || Task Loss: 0.4787 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:25 || Estimated Time: 16:08:34
2023-07-26 19:51:00,071 semantic_segmentation INFO: Iters: 116930/150000 || Lr: 0.005129 || Task Loss: 0.3834 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:42 || Estimated Time: 16:08:17
2023-07-26 19:51:17,089 semantic_segmentation INFO: Iters: 116940/150000 || Lr: 0.005128 || Task Loss: 0.3394 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:59 || Estimated Time: 16:07:59
2023-07-26 19:51:34,458 semantic_segmentation INFO: Iters: 116950/150000 || Lr: 0.005126 || Task Loss: 0.4259 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:04:16 || Estimated Time: 16:07:41
2023-07-26 19:51:51,494 semantic_segmentation INFO: Iters: 116960/150000 || Lr: 0.005125 || Task Loss: 0.3013 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:04:33 || Estimated Time: 16:07:24
2023-07-26 19:52:08,506 semantic_segmentation INFO: Iters: 116970/150000 || Lr: 0.005124 || Task Loss: 0.4595 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:04:50 || Estimated Time: 16:07:06
2023-07-26 19:52:25,509 semantic_segmentation INFO: Iters: 116980/150000 || Lr: 0.005122 || Task Loss: 0.6139 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:07 || Estimated Time: 16:06:48
2023-07-26 19:52:42,583 semantic_segmentation INFO: Iters: 116990/150000 || Lr: 0.005121 || Task Loss: 0.4254 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:24 || Estimated Time: 16:06:30
2023-07-26 19:52:59,666 semantic_segmentation INFO: Iters: 117000/150000 || Lr: 0.005119 || Task Loss: 0.3047 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:41 || Estimated Time: 16:06:13
2023-07-26 19:53:17,021 semantic_segmentation INFO: Iters: 117010/150000 || Lr: 0.005118 || Task Loss: 0.4296 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:59 || Estimated Time: 16:05:55
2023-07-26 19:53:34,278 semantic_segmentation INFO: Iters: 117020/150000 || Lr: 0.005117 || Task Loss: 0.4564 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:16 || Estimated Time: 16:05:37
2023-07-26 19:53:51,243 semantic_segmentation INFO: Iters: 117030/150000 || Lr: 0.005115 || Task Loss: 0.3647 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:33 || Estimated Time: 16:05:20
2023-07-26 19:54:08,281 semantic_segmentation INFO: Iters: 117040/150000 || Lr: 0.005114 || Task Loss: 0.2765 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:50 || Estimated Time: 16:05:02
2023-07-26 19:54:25,429 semantic_segmentation INFO: Iters: 117050/150000 || Lr: 0.005112 || Task Loss: 0.4428 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:07 || Estimated Time: 16:04:44
2023-07-26 19:54:42,472 semantic_segmentation INFO: Iters: 117060/150000 || Lr: 0.005111 || Task Loss: 0.2924 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:24 || Estimated Time: 16:04:27
2023-07-26 19:54:59,458 semantic_segmentation INFO: Iters: 117070/150000 || Lr: 0.005110 || Task Loss: 0.3188 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:41 || Estimated Time: 16:04:09
2023-07-26 19:55:16,503 semantic_segmentation INFO: Iters: 117080/150000 || Lr: 0.005108 || Task Loss: 0.4526 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:58 || Estimated Time: 16:03:51
2023-07-26 19:55:33,479 semantic_segmentation INFO: Iters: 117090/150000 || Lr: 0.005107 || Task Loss: 0.2454 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:08:15 || Estimated Time: 16:03:33
2023-07-26 19:55:50,766 semantic_segmentation INFO: Iters: 117100/150000 || Lr: 0.005105 || Task Loss: 0.5837 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:08:33 || Estimated Time: 16:03:16
2023-07-26 19:56:07,798 semantic_segmentation INFO: Iters: 117110/150000 || Lr: 0.005104 || Task Loss: 0.4368 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:08:50 || Estimated Time: 16:02:58
2023-07-26 19:56:24,919 semantic_segmentation INFO: Iters: 117120/150000 || Lr: 0.005103 || Task Loss: 0.2676 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:07 || Estimated Time: 16:02:40
2023-07-26 19:56:41,892 semantic_segmentation INFO: Iters: 117130/150000 || Lr: 0.005101 || Task Loss: 0.5531 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:24 || Estimated Time: 16:02:23
2023-07-26 19:56:58,907 semantic_segmentation INFO: Iters: 117140/150000 || Lr: 0.005100 || Task Loss: 0.4331 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:41 || Estimated Time: 16:02:05
2023-07-26 19:57:15,911 semantic_segmentation INFO: Iters: 117150/150000 || Lr: 0.005098 || Task Loss: 0.3311 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:58 || Estimated Time: 16:01:47
2023-07-26 19:57:32,916 semantic_segmentation INFO: Iters: 117160/150000 || Lr: 0.005097 || Task Loss: 0.4734 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:15 || Estimated Time: 16:01:29
2023-07-26 19:57:49,966 semantic_segmentation INFO: Iters: 117170/150000 || Lr: 0.005096 || Task Loss: 0.3331 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:32 || Estimated Time: 16:01:12
2023-07-26 19:58:06,923 semantic_segmentation INFO: Iters: 117180/150000 || Lr: 0.005094 || Task Loss: 0.4328 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:49 || Estimated Time: 16:00:54
2023-07-26 19:58:23,949 semantic_segmentation INFO: Iters: 117190/150000 || Lr: 0.005093 || Task Loss: 0.2972 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:06 || Estimated Time: 16:00:36
2023-07-26 19:58:40,892 semantic_segmentation INFO: Iters: 117200/150000 || Lr: 0.005092 || Task Loss: 0.3025 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:23 || Estimated Time: 16:00:19
2023-07-26 19:58:57,894 semantic_segmentation INFO: Iters: 117210/150000 || Lr: 0.005090 || Task Loss: 0.3799 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:40 || Estimated Time: 16:00:01
2023-07-26 19:59:14,961 semantic_segmentation INFO: Iters: 117220/150000 || Lr: 0.005089 || Task Loss: 0.3347 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:57 || Estimated Time: 15:59:43
2023-07-26 19:59:32,347 semantic_segmentation INFO: Iters: 117230/150000 || Lr: 0.005087 || Task Loss: 0.3524 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:14 || Estimated Time: 15:59:25
2023-07-26 19:59:49,305 semantic_segmentation INFO: Iters: 117240/150000 || Lr: 0.005086 || Task Loss: 0.3208 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:31 || Estimated Time: 15:59:08
2023-07-26 20:00:06,354 semantic_segmentation INFO: Iters: 117250/150000 || Lr: 0.005085 || Task Loss: 0.3361 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:48 || Estimated Time: 15:58:50
2023-07-26 20:00:23,296 semantic_segmentation INFO: Iters: 117260/150000 || Lr: 0.005083 || Task Loss: 0.4002 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:05 || Estimated Time: 15:58:32
2023-07-26 20:00:40,312 semantic_segmentation INFO: Iters: 117270/150000 || Lr: 0.005082 || Task Loss: 0.2787 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:22 || Estimated Time: 15:58:15
2023-07-26 20:00:57,294 semantic_segmentation INFO: Iters: 117280/150000 || Lr: 0.005080 || Task Loss: 0.4255 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:39 || Estimated Time: 15:57:57
2023-07-26 20:01:14,364 semantic_segmentation INFO: Iters: 117290/150000 || Lr: 0.005079 || Task Loss: 0.4034 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:56 || Estimated Time: 15:57:39
2023-07-26 20:01:31,444 semantic_segmentation INFO: Iters: 117300/150000 || Lr: 0.005078 || Task Loss: 0.2567 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:13 || Estimated Time: 15:57:21
2023-07-26 20:01:48,484 semantic_segmentation INFO: Iters: 117310/150000 || Lr: 0.005076 || Task Loss: 0.2769 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:30 || Estimated Time: 15:57:04
2023-07-26 20:02:05,498 semantic_segmentation INFO: Iters: 117320/150000 || Lr: 0.005075 || Task Loss: 0.3130 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:47 || Estimated Time: 15:56:46
2023-07-26 20:02:22,497 semantic_segmentation INFO: Iters: 117330/150000 || Lr: 0.005073 || Task Loss: 0.3911 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:04 || Estimated Time: 15:56:28
2023-07-26 20:02:39,572 semantic_segmentation INFO: Iters: 117340/150000 || Lr: 0.005072 || Task Loss: 0.4076 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:21 || Estimated Time: 15:56:11
2023-07-26 20:02:56,590 semantic_segmentation INFO: Iters: 117350/150000 || Lr: 0.005071 || Task Loss: 0.3976 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:38 || Estimated Time: 15:55:53
2023-07-26 20:03:13,782 semantic_segmentation INFO: Iters: 117360/150000 || Lr: 0.005069 || Task Loss: 0.3837 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:56 || Estimated Time: 15:55:35
2023-07-26 20:03:30,847 semantic_segmentation INFO: Iters: 117370/150000 || Lr: 0.005068 || Task Loss: 0.3469 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:13 || Estimated Time: 15:55:17
2023-07-26 20:03:47,902 semantic_segmentation INFO: Iters: 117380/150000 || Lr: 0.005066 || Task Loss: 0.4229 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:30 || Estimated Time: 15:55:00
2023-07-26 20:04:04,964 semantic_segmentation INFO: Iters: 117390/150000 || Lr: 0.005065 || Task Loss: 0.3595 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:47 || Estimated Time: 15:54:42
2023-07-26 20:04:22,063 semantic_segmentation INFO: Iters: 117400/150000 || Lr: 0.005064 || Task Loss: 0.4233 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:04 || Estimated Time: 15:54:24
2023-07-26 20:04:39,189 semantic_segmentation INFO: Iters: 117410/150000 || Lr: 0.005062 || Task Loss: 0.4967 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:21 || Estimated Time: 15:54:07
2023-07-26 20:04:56,174 semantic_segmentation INFO: Iters: 117420/150000 || Lr: 0.005061 || Task Loss: 0.4457 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:38 || Estimated Time: 15:53:49
2023-07-26 20:05:13,167 semantic_segmentation INFO: Iters: 117430/150000 || Lr: 0.005059 || Task Loss: 0.4087 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:55 || Estimated Time: 15:53:31
2023-07-26 20:05:30,171 semantic_segmentation INFO: Iters: 117440/150000 || Lr: 0.005058 || Task Loss: 0.3627 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:12 || Estimated Time: 15:53:14
2023-07-26 20:05:47,123 semantic_segmentation INFO: Iters: 117450/150000 || Lr: 0.005057 || Task Loss: 0.4584 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:29 || Estimated Time: 15:52:56
2023-07-26 20:06:04,155 semantic_segmentation INFO: Iters: 117460/150000 || Lr: 0.005055 || Task Loss: 0.3963 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:46 || Estimated Time: 15:52:38
2023-07-26 20:06:21,179 semantic_segmentation INFO: Iters: 117470/150000 || Lr: 0.005054 || Task Loss: 0.5775 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:03 || Estimated Time: 15:52:20
2023-07-26 20:06:38,117 semantic_segmentation INFO: Iters: 117480/150000 || Lr: 0.005052 || Task Loss: 0.3075 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:20 || Estimated Time: 15:52:03
2023-07-26 20:06:55,093 semantic_segmentation INFO: Iters: 117490/150000 || Lr: 0.005051 || Task Loss: 0.3120 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:37 || Estimated Time: 15:51:45
2023-07-26 20:07:12,093 semantic_segmentation INFO: Iters: 117500/150000 || Lr: 0.005050 || Task Loss: 0.4008 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:54 || Estimated Time: 15:51:27
2023-07-26 20:07:29,706 semantic_segmentation INFO: Iters: 117510/150000 || Lr: 0.005048 || Task Loss: 0.3851 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:11 || Estimated Time: 15:51:10
2023-07-26 20:07:46,700 semantic_segmentation INFO: Iters: 117520/150000 || Lr: 0.005047 || Task Loss: 0.3659 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:28 || Estimated Time: 15:50:52
2023-07-26 20:08:03,725 semantic_segmentation INFO: Iters: 117530/150000 || Lr: 0.005045 || Task Loss: 0.5725 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:46 || Estimated Time: 15:50:34
2023-07-26 20:08:20,769 semantic_segmentation INFO: Iters: 117540/150000 || Lr: 0.005044 || Task Loss: 0.3801 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:03 || Estimated Time: 15:50:16
2023-07-26 20:08:37,783 semantic_segmentation INFO: Iters: 117550/150000 || Lr: 0.005043 || Task Loss: 0.5948 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:20 || Estimated Time: 15:49:59
2023-07-26 20:08:54,857 semantic_segmentation INFO: Iters: 117560/150000 || Lr: 0.005041 || Task Loss: 0.3514 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:37 || Estimated Time: 15:49:41
2023-07-26 20:09:11,890 semantic_segmentation INFO: Iters: 117570/150000 || Lr: 0.005040 || Task Loss: 0.4578 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:54 || Estimated Time: 15:49:23
2023-07-26 20:09:28,891 semantic_segmentation INFO: Iters: 117580/150000 || Lr: 0.005038 || Task Loss: 0.4037 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:22:11 || Estimated Time: 15:49:06
2023-07-26 20:09:45,895 semantic_segmentation INFO: Iters: 117590/150000 || Lr: 0.005037 || Task Loss: 0.2963 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:22:28 || Estimated Time: 15:48:48
2023-07-26 20:10:03,230 semantic_segmentation INFO: Iters: 117600/150000 || Lr: 0.005036 || Task Loss: 0.3876 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:22:45 || Estimated Time: 15:48:30
2023-07-26 20:10:03,354 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:10:03,746 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.990, mIoU: 0.092
2023-07-26 20:10:03,767 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.133
2023-07-26 20:10:03,781 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.149
2023-07-26 20:10:03,795 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.151
2023-07-26 20:10:03,809 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.224
2023-07-26 20:10:03,821 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.270
2023-07-26 20:10:03,836 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.311
2023-07-26 20:10:03,850 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.316
2023-07-26 20:10:03,863 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.347
2023-07-26 20:10:03,877 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.388
2023-07-26 20:10:03,891 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.390
2023-07-26 20:10:03,906 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.424
2023-07-26 20:10:03,918 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.403
2023-07-26 20:10:03,932 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.378
2023-07-26 20:10:03,946 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.921, mIoU: 0.371
2023-07-26 20:10:03,959 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.367
2023-07-26 20:10:03,969 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.365
2023-07-26 20:10:03,982 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.365
2023-07-26 20:10:03,997 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.372
2023-07-26 20:10:04,015 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.416
2023-07-26 20:10:04,030 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.420
2023-07-26 20:10:04,046 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.430
2023-07-26 20:10:04,061 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.468
2023-07-26 20:10:04,078 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.472
2023-07-26 20:10:04,094 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.473
2023-07-26 20:10:04,109 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.480
2023-07-26 20:10:04,124 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.482
2023-07-26 20:10:04,136 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.477
2023-07-26 20:10:04,152 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.462
2023-07-26 20:10:04,167 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.462
2023-07-26 20:10:04,181 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.464
2023-07-26 20:10:04,197 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.463
2023-07-26 20:10:04,212 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.472
2023-07-26 20:10:04,226 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.470
2023-07-26 20:10:04,241 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.501
2023-07-26 20:10:04,256 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.501
2023-07-26 20:10:04,269 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.505
2023-07-26 20:10:04,282 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.547
2023-07-26 20:10:04,298 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.544
2023-07-26 20:10:04,310 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.543
2023-07-26 20:10:04,323 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.570
2023-07-26 20:10:04,337 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-26 20:10:04,351 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.568
2023-07-26 20:10:04,364 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.568
2023-07-26 20:10:04,379 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-26 20:10:04,393 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.578
2023-07-26 20:10:04,406 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-26 20:10:04,418 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-26 20:10:04,433 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-26 20:10:04,449 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.585
2023-07-26 20:10:04,464 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-26 20:10:04,479 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-26 20:10:04,492 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.581
2023-07-26 20:10:04,508 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.583
2023-07-26 20:10:04,522 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.588
2023-07-26 20:10:04,535 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-26 20:10:04,551 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-26 20:10:04,568 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.581
2023-07-26 20:10:04,581 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.584
2023-07-26 20:10:04,596 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-26 20:10:04,609 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-26 20:10:04,624 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-26 20:10:04,637 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-26 20:10:04,656 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-26 20:10:04,669 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.604
2023-07-26 20:10:04,684 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-26 20:10:04,700 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.604
2023-07-26 20:10:04,713 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-26 20:10:04,728 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-26 20:10:04,743 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-26 20:10:04,759 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 20:10:04,772 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-26 20:10:04,787 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-26 20:10:04,802 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.657
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2023-07-26 20:10:10,502 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 20:10:10,531 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:10:10,545 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-26 20:10:10,573 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 20:10:10,588 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 20:10:10,600 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,616 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 20:10:10,627 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,642 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,656 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,671 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,685 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:10:10,700 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 20:10:10,709 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 20:10:10,722 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 20:10:10,737 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 20:10:10,752 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 20:10:10,765 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:10:10,779 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:10:10,792 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:10:10,808 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:10:10,824 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:10:10,839 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:10:10,848 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:10:10,863 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:10,878 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:10,891 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:10,906 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:10,921 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:10,935 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:10,950 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:10,963 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:10,978 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:10,993 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:11,009 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:10:11,024 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:11,037 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:11,050 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:11,064 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:11,079 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:10:11,092 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 20:10:11,106 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 20:10:11,121 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:11,136 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:11,151 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:11,163 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:11,177 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:10:11,192 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:11,207 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:10:11,222 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:11,236 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:11,249 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:11,263 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:10:11,278 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:10:11,291 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:10:11,306 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:10:11,317 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 20:10:11,332 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:11,345 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 20:10:11,357 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,369 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,384 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,399 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,415 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,430 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,438 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,453 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,469 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 20:10:11,484 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,500 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 20:10:11,515 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,529 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,544 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,559 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 20:10:11,574 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,589 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,602 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:11,616 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,631 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-26 20:10:11,690 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-26 20:10:11,734 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,749 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:11,764 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-26 20:10:11,866 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,881 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,898 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:11,908 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:11,923 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,938 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,951 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:11,966 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,979 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:11,994 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 20:10:12,009 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-26 20:10:12,062 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-26 20:10:12,106 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:12,120 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 20:10:12,134 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-26 20:10:12,206 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-26 20:10:12,267 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,279 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,294 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,310 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,324 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,339 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 20:10:12,355 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:10:12,367 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:10:12,382 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,396 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,411 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,423 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,438 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,452 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,467 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:12,481 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 20:10:12,496 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 20:10:12,510 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:10:12,525 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 20:10:12,539 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 20:10:12,553 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 20:10:12,565 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 20:10:12,580 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:12,611 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,624 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,640 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,654 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,669 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-26 20:10:12,700 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,715 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,731 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:12,746 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-26 20:10:12,789 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 20:10:12,836 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-26 20:10:13,291 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:13,305 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:10:13,318 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:10:13,331 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:10:13,338 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:10:13,353 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 20:10:13,368 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,382 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,397 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,412 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,427 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 20:10:13,444 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 20:10:13,459 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,473 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,488 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,503 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:10:13,519 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:10:13,534 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:10:13,547 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:10:13,562 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:10:13,575 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:10:13,590 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:13,604 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:13,618 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:13,631 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:13,645 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,662 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,673 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,687 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,700 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,711 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,725 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,740 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,755 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,769 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:13,784 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,798 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:13,811 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,827 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,843 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,860 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,876 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:13,892 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:13,908 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:13,921 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,934 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:13,948 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:13,963 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:13,980 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:13,994 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:14,008 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,023 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,037 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,052 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,067 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,082 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,095 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:14,110 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,123 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,137 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,151 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,165 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,181 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,194 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,209 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,224 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,237 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,250 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,266 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,282 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:10:14,297 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,312 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,324 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:14,337 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,351 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,365 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,380 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,397 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,410 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,426 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,439 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,454 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,470 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,483 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,496 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,512 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,527 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,540 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,555 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,570 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,584 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,598 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,613 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,628 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,645 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,658 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,672 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,686 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,701 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,714 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,727 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,742 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,756 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,769 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:14,784 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,800 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:14,815 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,830 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,844 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,856 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,871 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,885 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,898 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:14,912 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:14,928 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:14,941 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:14,955 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:14,969 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:14,985 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,000 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,016 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:15,030 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:15,043 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:10:15,058 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:10:15,073 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:10:15,089 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:10:15,104 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 20:10:15,117 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:10:15,130 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,141 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,157 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,172 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:15,186 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:15,201 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:15,212 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,225 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,240 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,255 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:15,268 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:15,284 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:15,297 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:15,313 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:15,326 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:15,341 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:15,354 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,369 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,384 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,397 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,413 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,428 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,443 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,458 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,473 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,488 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,503 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,517 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,532 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,547 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,560 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,573 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,586 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,602 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,616 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,634 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:15,650 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,662 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,676 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,692 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,707 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,721 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,737 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,751 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,764 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,779 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,794 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,809 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:15,822 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,834 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,851 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:15,866 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:15,881 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:15,895 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:10:15,910 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:10:15,926 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:10:15,941 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,956 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,970 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,985 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:15,998 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,013 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:16,027 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:10:16,040 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,056 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,070 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,085 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,100 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,115 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,130 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,145 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,160 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,174 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,190 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,205 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,221 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,236 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,246 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,260 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,274 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,288 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,303 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,319 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,332 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,347 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,362 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,376 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,392 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,407 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,420 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,435 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,449 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,464 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,477 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,492 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,508 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,524 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:10:16,537 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,553 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:10:16,568 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:16,581 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:16,595 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,610 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,623 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,638 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,651 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,665 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,680 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 20:10:16,695 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:16,710 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:16,726 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,741 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,755 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,768 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,783 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,796 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,809 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,824 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,839 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,854 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,870 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,883 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,897 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,913 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,928 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:16,941 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:16,956 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:16,969 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:16,985 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:16,999 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,015 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,030 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,044 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,054 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,070 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,085 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,098 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,112 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,127 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,142 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,155 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,170 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,185 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,200 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,215 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,229 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,246 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,261 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,274 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,289 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,303 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,318 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:10:17,331 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,345 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,361 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,376 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,383 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,396 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:10:17,409 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,421 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,432 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,448 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,462 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:17,477 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,489 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,502 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,517 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,528 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,544 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,557 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,572 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,588 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,603 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,618 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,629 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,642 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,656 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,671 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,685 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,700 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,712 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,722 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,733 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,746 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,758 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,773 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,786 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,801 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:17,816 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,832 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,846 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:17,861 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:17,876 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:17,891 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:17,906 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 20:10:17,920 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 20:10:17,934 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:17,949 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 20:10:17,964 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 20:10:17,977 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:17,990 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,004 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,017 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,032 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,045 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,059 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,074 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,091 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,106 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,119 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,135 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,150 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,164 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,179 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,192 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,205 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 20:10:18,220 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 20:10:18,234 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:10:18,249 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:10:18,264 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:10:18,279 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:10:18,294 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:10:18,309 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,324 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,337 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,352 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,362 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,375 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,390 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:10:18,401 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,416 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:10:18,431 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:10:18,446 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,461 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:10:18,476 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,491 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,506 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,518 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,533 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,546 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,561 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,576 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,589 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,604 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,617 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,632 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,646 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,662 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:18,676 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:18,691 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,704 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,716 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,732 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,744 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:18,757 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:10:18,773 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,788 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,802 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,815 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,828 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:10:18,843 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:18,859 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:18,874 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:18,887 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:10:18,900 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-26 20:10:21,628 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-26 20:10:21,658 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:21,671 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:21,685 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-26 20:10:21,729 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-26 20:10:21,759 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-26 20:10:21,802 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:10:21,818 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:21,864 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:21,880 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:21,951 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:22,083 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:22,095 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:22,108 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:22,121 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:22,150 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:22,190 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:22,214 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:22,229 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 20:10:22,245 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 20:10:22,303 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 20:10:22,317 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:10:22,331 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:10:22,346 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-26 20:10:22,377 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-26 20:10:22,493 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-26 20:10:22,536 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-26 20:10:22,610 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-26 20:10:24,380 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:24,392 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:24,407 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:24,421 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 20:10:24,435 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:24,450 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:24,463 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:24,477 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:24,492 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 20:10:24,509 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 20:10:41,202 semantic_segmentation INFO: Iters: 117610/150000 || Lr: 0.005034 || Task Loss: 0.4367 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:23 || Estimated Time: 15:48:18
2023-07-26 20:10:58,652 semantic_segmentation INFO: Iters: 117620/150000 || Lr: 0.005033 || Task Loss: 0.5139 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:40 || Estimated Time: 15:48:01
2023-07-26 20:11:15,476 semantic_segmentation INFO: Iters: 117630/150000 || Lr: 0.005031 || Task Loss: 0.4182 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:57 || Estimated Time: 15:47:43
2023-07-26 20:11:32,526 semantic_segmentation INFO: Iters: 117640/150000 || Lr: 0.005030 || Task Loss: 0.3922 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:24:14 || Estimated Time: 15:47:25
2023-07-26 20:11:49,879 semantic_segmentation INFO: Iters: 117650/150000 || Lr: 0.005029 || Task Loss: 0.3912 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:24:32 || Estimated Time: 15:47:08
2023-07-26 20:12:06,965 semantic_segmentation INFO: Iters: 117660/150000 || Lr: 0.005027 || Task Loss: 0.2624 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:24:49 || Estimated Time: 15:46:50
2023-07-26 20:12:24,051 semantic_segmentation INFO: Iters: 117670/150000 || Lr: 0.005026 || Task Loss: 0.4008 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:06 || Estimated Time: 15:46:32
2023-07-26 20:12:41,183 semantic_segmentation INFO: Iters: 117680/150000 || Lr: 0.005024 || Task Loss: 0.2736 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:23 || Estimated Time: 15:46:15
2023-07-26 20:12:58,211 semantic_segmentation INFO: Iters: 117690/150000 || Lr: 0.005023 || Task Loss: 0.3283 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:40 || Estimated Time: 15:45:57
2023-07-26 20:13:15,273 semantic_segmentation INFO: Iters: 117700/150000 || Lr: 0.005022 || Task Loss: 0.3469 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:57 || Estimated Time: 15:45:39
2023-07-26 20:13:32,490 semantic_segmentation INFO: Iters: 117710/150000 || Lr: 0.005020 || Task Loss: 0.2562 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:14 || Estimated Time: 15:45:21
2023-07-26 20:13:49,455 semantic_segmentation INFO: Iters: 117720/150000 || Lr: 0.005019 || Task Loss: 0.4187 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:31 || Estimated Time: 15:45:04
2023-07-26 20:14:06,496 semantic_segmentation INFO: Iters: 117730/150000 || Lr: 0.005017 || Task Loss: 0.2115 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:48 || Estimated Time: 15:44:46
2023-07-26 20:14:23,629 semantic_segmentation INFO: Iters: 117740/150000 || Lr: 0.005016 || Task Loss: 0.4539 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:05 || Estimated Time: 15:44:28
2023-07-26 20:14:40,782 semantic_segmentation INFO: Iters: 117750/150000 || Lr: 0.005015 || Task Loss: 0.5166 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:23 || Estimated Time: 15:44:11
2023-07-26 20:14:57,806 semantic_segmentation INFO: Iters: 117760/150000 || Lr: 0.005013 || Task Loss: 0.2954 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:40 || Estimated Time: 15:43:53
2023-07-26 20:15:14,808 semantic_segmentation INFO: Iters: 117770/150000 || Lr: 0.005012 || Task Loss: 0.3267 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:57 || Estimated Time: 15:43:35
2023-07-26 20:15:31,863 semantic_segmentation INFO: Iters: 117780/150000 || Lr: 0.005010 || Task Loss: 0.4800 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:14 || Estimated Time: 15:43:18
2023-07-26 20:15:48,829 semantic_segmentation INFO: Iters: 117790/150000 || Lr: 0.005009 || Task Loss: 0.3631 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:31 || Estimated Time: 15:43:00
2023-07-26 20:16:06,076 semantic_segmentation INFO: Iters: 117800/150000 || Lr: 0.005008 || Task Loss: 0.4141 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:48 || Estimated Time: 15:42:42
2023-07-26 20:16:23,076 semantic_segmentation INFO: Iters: 117810/150000 || Lr: 0.005006 || Task Loss: 0.3493 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:05 || Estimated Time: 15:42:24
2023-07-26 20:16:40,153 semantic_segmentation INFO: Iters: 117820/150000 || Lr: 0.005005 || Task Loss: 0.3931 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:22 || Estimated Time: 15:42:07
2023-07-26 20:16:57,164 semantic_segmentation INFO: Iters: 117830/150000 || Lr: 0.005003 || Task Loss: 0.3529 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:39 || Estimated Time: 15:41:49
2023-07-26 20:17:14,167 semantic_segmentation INFO: Iters: 117840/150000 || Lr: 0.005002 || Task Loss: 0.3668 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:56 || Estimated Time: 15:41:31
2023-07-26 20:17:31,354 semantic_segmentation INFO: Iters: 117850/150000 || Lr: 0.005001 || Task Loss: 0.4049 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:13 || Estimated Time: 15:41:14
2023-07-26 20:17:48,602 semantic_segmentation INFO: Iters: 117860/150000 || Lr: 0.004999 || Task Loss: 0.4795 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:30 || Estimated Time: 15:40:56
2023-07-26 20:18:05,639 semantic_segmentation INFO: Iters: 117870/150000 || Lr: 0.004998 || Task Loss: 0.3181 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:47 || Estimated Time: 15:40:38
2023-07-26 20:18:22,617 semantic_segmentation INFO: Iters: 117880/150000 || Lr: 0.004996 || Task Loss: 0.4435 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:04 || Estimated Time: 15:40:21
2023-07-26 20:18:39,976 semantic_segmentation INFO: Iters: 117890/150000 || Lr: 0.004995 || Task Loss: 0.4323 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:22 || Estimated Time: 15:40:03
2023-07-26 20:18:56,945 semantic_segmentation INFO: Iters: 117900/150000 || Lr: 0.004994 || Task Loss: 0.4896 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:39 || Estimated Time: 15:39:45
2023-07-26 20:19:14,022 semantic_segmentation INFO: Iters: 117910/150000 || Lr: 0.004992 || Task Loss: 0.3368 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:56 || Estimated Time: 15:39:27
2023-07-26 20:19:31,027 semantic_segmentation INFO: Iters: 117920/150000 || Lr: 0.004991 || Task Loss: 0.2629 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:32:13 || Estimated Time: 15:39:10
2023-07-26 20:19:48,040 semantic_segmentation INFO: Iters: 117930/150000 || Lr: 0.004989 || Task Loss: 0.4015 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:32:30 || Estimated Time: 15:38:52
2023-07-26 20:20:05,036 semantic_segmentation INFO: Iters: 117940/150000 || Lr: 0.004988 || Task Loss: 0.3489 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:32:47 || Estimated Time: 15:38:34
2023-07-26 20:20:22,086 semantic_segmentation INFO: Iters: 117950/150000 || Lr: 0.004987 || Task Loss: 0.4094 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:04 || Estimated Time: 15:38:17
2023-07-26 20:20:39,203 semantic_segmentation INFO: Iters: 117960/150000 || Lr: 0.004985 || Task Loss: 0.4394 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:21 || Estimated Time: 15:37:59
2023-07-26 20:20:56,225 semantic_segmentation INFO: Iters: 117970/150000 || Lr: 0.004984 || Task Loss: 0.3802 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:38 || Estimated Time: 15:37:41
2023-07-26 20:21:13,373 semantic_segmentation INFO: Iters: 117980/150000 || Lr: 0.004982 || Task Loss: 0.4027 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:55 || Estimated Time: 15:37:24
2023-07-26 20:21:30,302 semantic_segmentation INFO: Iters: 117990/150000 || Lr: 0.004981 || Task Loss: 0.3752 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:12 || Estimated Time: 15:37:06
2023-07-26 20:21:47,284 semantic_segmentation INFO: Iters: 118000/150000 || Lr: 0.004980 || Task Loss: 0.4513 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:29 || Estimated Time: 15:36:48
2023-07-26 20:22:04,296 semantic_segmentation INFO: Iters: 118010/150000 || Lr: 0.004978 || Task Loss: 0.3399 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:46 || Estimated Time: 15:36:30
2023-07-26 20:22:21,354 semantic_segmentation INFO: Iters: 118020/150000 || Lr: 0.004977 || Task Loss: 0.4421 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:03 || Estimated Time: 15:36:13
2023-07-26 20:22:38,312 semantic_segmentation INFO: Iters: 118030/150000 || Lr: 0.004975 || Task Loss: 0.3252 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:20 || Estimated Time: 15:35:55
2023-07-26 20:22:55,337 semantic_segmentation INFO: Iters: 118040/150000 || Lr: 0.004974 || Task Loss: 0.3627 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:37 || Estimated Time: 15:35:37
2023-07-26 20:23:12,268 semantic_segmentation INFO: Iters: 118050/150000 || Lr: 0.004973 || Task Loss: 0.4501 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:54 || Estimated Time: 15:35:19
2023-07-26 20:23:29,273 semantic_segmentation INFO: Iters: 118060/150000 || Lr: 0.004971 || Task Loss: 0.2455 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:11 || Estimated Time: 15:35:02
2023-07-26 20:23:46,282 semantic_segmentation INFO: Iters: 118070/150000 || Lr: 0.004970 || Task Loss: 0.3256 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:28 || Estimated Time: 15:34:44
2023-07-26 20:24:03,351 semantic_segmentation INFO: Iters: 118080/150000 || Lr: 0.004968 || Task Loss: 0.3183 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:45 || Estimated Time: 15:34:26
2023-07-26 20:24:20,345 semantic_segmentation INFO: Iters: 118090/150000 || Lr: 0.004967 || Task Loss: 0.4426 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:02 || Estimated Time: 15:34:09
2023-07-26 20:24:37,338 semantic_segmentation INFO: Iters: 118100/150000 || Lr: 0.004966 || Task Loss: 0.4579 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:19 || Estimated Time: 15:33:51
2023-07-26 20:24:54,674 semantic_segmentation INFO: Iters: 118110/150000 || Lr: 0.004964 || Task Loss: 0.3305 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:36 || Estimated Time: 15:33:33
2023-07-26 20:25:11,536 semantic_segmentation INFO: Iters: 118120/150000 || Lr: 0.004963 || Task Loss: 0.3944 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:53 || Estimated Time: 15:33:16
2023-07-26 20:25:28,540 semantic_segmentation INFO: Iters: 118130/150000 || Lr: 0.004961 || Task Loss: 0.4338 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:38:10 || Estimated Time: 15:32:58
2023-07-26 20:25:45,591 semantic_segmentation INFO: Iters: 118140/150000 || Lr: 0.004960 || Task Loss: 0.4259 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:38:27 || Estimated Time: 15:32:40
2023-07-26 20:26:02,519 semantic_segmentation INFO: Iters: 118150/150000 || Lr: 0.004959 || Task Loss: 0.4919 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:38:44 || Estimated Time: 15:32:22
2023-07-26 20:26:19,671 semantic_segmentation INFO: Iters: 118160/150000 || Lr: 0.004957 || Task Loss: 0.4375 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:01 || Estimated Time: 15:32:05
2023-07-26 20:26:36,793 semantic_segmentation INFO: Iters: 118170/150000 || Lr: 0.004956 || Task Loss: 0.3335 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:19 || Estimated Time: 15:31:47
2023-07-26 20:26:53,732 semantic_segmentation INFO: Iters: 118180/150000 || Lr: 0.004954 || Task Loss: 0.4697 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:36 || Estimated Time: 15:31:29
2023-07-26 20:27:11,116 semantic_segmentation INFO: Iters: 118190/150000 || Lr: 0.004953 || Task Loss: 0.6624 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:53 || Estimated Time: 15:31:12
2023-07-26 20:27:28,152 semantic_segmentation INFO: Iters: 118200/150000 || Lr: 0.004952 || Task Loss: 0.4281 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:10 || Estimated Time: 15:30:54
2023-07-26 20:27:45,176 semantic_segmentation INFO: Iters: 118210/150000 || Lr: 0.004950 || Task Loss: 0.3972 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:27 || Estimated Time: 15:30:36
2023-07-26 20:28:02,166 semantic_segmentation INFO: Iters: 118220/150000 || Lr: 0.004949 || Task Loss: 0.3924 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:44 || Estimated Time: 15:30:19
2023-07-26 20:28:19,154 semantic_segmentation INFO: Iters: 118230/150000 || Lr: 0.004947 || Task Loss: 0.3401 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:01 || Estimated Time: 15:30:01
2023-07-26 20:28:36,356 semantic_segmentation INFO: Iters: 118240/150000 || Lr: 0.004946 || Task Loss: 0.3357 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:18 || Estimated Time: 15:29:43
2023-07-26 20:28:53,313 semantic_segmentation INFO: Iters: 118250/150000 || Lr: 0.004945 || Task Loss: 0.3313 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:35 || Estimated Time: 15:29:25
2023-07-26 20:29:10,783 semantic_segmentation INFO: Iters: 118260/150000 || Lr: 0.004943 || Task Loss: 0.5164 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:53 || Estimated Time: 15:29:08
2023-07-26 20:29:27,679 semantic_segmentation INFO: Iters: 118270/150000 || Lr: 0.004942 || Task Loss: 0.3758 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:09 || Estimated Time: 15:28:50
2023-07-26 20:29:44,751 semantic_segmentation INFO: Iters: 118280/150000 || Lr: 0.004940 || Task Loss: 0.3927 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:27 || Estimated Time: 15:28:32
2023-07-26 20:30:02,015 semantic_segmentation INFO: Iters: 118290/150000 || Lr: 0.004939 || Task Loss: 0.3132 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:44 || Estimated Time: 15:28:15
2023-07-26 20:30:19,012 semantic_segmentation INFO: Iters: 118300/150000 || Lr: 0.004938 || Task Loss: 0.2323 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2387|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:01 || Estimated Time: 15:27:57
2023-07-26 20:30:36,016 semantic_segmentation INFO: Iters: 118310/150000 || Lr: 0.004936 || Task Loss: 0.3025 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:18 || Estimated Time: 15:27:39
2023-07-26 20:30:53,073 semantic_segmentation INFO: Iters: 118320/150000 || Lr: 0.004935 || Task Loss: 0.5544 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:35 || Estimated Time: 15:27:22
2023-07-26 20:31:10,082 semantic_segmentation INFO: Iters: 118330/150000 || Lr: 0.004933 || Task Loss: 0.5589 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:52 || Estimated Time: 15:27:04
2023-07-26 20:31:27,331 semantic_segmentation INFO: Iters: 118340/150000 || Lr: 0.004932 || Task Loss: 0.2179 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:09 || Estimated Time: 15:26:46
2023-07-26 20:31:44,250 semantic_segmentation INFO: Iters: 118350/150000 || Lr: 0.004931 || Task Loss: 0.4765 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:26 || Estimated Time: 15:26:29
2023-07-26 20:32:01,242 semantic_segmentation INFO: Iters: 118360/150000 || Lr: 0.004929 || Task Loss: 0.2982 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:43 || Estimated Time: 15:26:11
2023-07-26 20:32:18,271 semantic_segmentation INFO: Iters: 118370/150000 || Lr: 0.004928 || Task Loss: 0.3696 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:00 || Estimated Time: 15:25:53
2023-07-26 20:32:35,226 semantic_segmentation INFO: Iters: 118380/150000 || Lr: 0.004926 || Task Loss: 0.3327 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:17 || Estimated Time: 15:25:35
2023-07-26 20:32:52,403 semantic_segmentation INFO: Iters: 118390/150000 || Lr: 0.004925 || Task Loss: 0.3118 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:34 || Estimated Time: 15:25:18
2023-07-26 20:33:09,671 semantic_segmentation INFO: Iters: 118400/150000 || Lr: 0.004924 || Task Loss: 0.3399 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:51 || Estimated Time: 15:25:00
2023-07-26 20:33:09,795 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:33:10,192 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 20:33:10,215 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.130
2023-07-26 20:33:10,227 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.158
2023-07-26 20:33:10,241 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.160
2023-07-26 20:33:10,254 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.231
2023-07-26 20:33:10,266 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.271
2023-07-26 20:33:10,280 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.313
2023-07-26 20:33:10,294 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.317
2023-07-26 20:33:10,307 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.346
2023-07-26 20:33:10,321 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.389
2023-07-26 20:33:10,335 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.390
2023-07-26 20:33:10,349 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.936, mIoU: 0.412
2023-07-26 20:33:10,361 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.391
2023-07-26 20:33:10,375 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.897, mIoU: 0.367
2023-07-26 20:33:10,389 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.900, mIoU: 0.359
2023-07-26 20:33:10,401 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.903, mIoU: 0.355
2023-07-26 20:33:10,412 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.344
2023-07-26 20:33:10,424 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.895, mIoU: 0.343
2023-07-26 20:33:10,438 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.897, mIoU: 0.348
2023-07-26 20:33:10,454 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.898, mIoU: 0.391
2023-07-26 20:33:10,468 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.903, mIoU: 0.395
2023-07-26 20:33:10,483 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.404
2023-07-26 20:33:10,497 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.901, mIoU: 0.434
2023-07-26 20:33:10,513 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.904, mIoU: 0.439
2023-07-26 20:33:10,529 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.440
2023-07-26 20:33:10,542 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.446
2023-07-26 20:33:10,557 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.905, mIoU: 0.445
2023-07-26 20:33:10,568 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.907, mIoU: 0.445
2023-07-26 20:33:10,583 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.433
2023-07-26 20:33:10,598 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.433
2023-07-26 20:33:10,611 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.434
2023-07-26 20:33:10,626 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.435
2023-07-26 20:33:10,641 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.444
2023-07-26 20:33:10,656 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.442
2023-07-26 20:33:10,670 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.452
2023-07-26 20:33:10,684 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.452
2023-07-26 20:33:10,697 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.455
2023-07-26 20:33:10,710 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.498
2023-07-26 20:33:10,727 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.492
2023-07-26 20:33:10,740 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.491
2023-07-26 20:33:10,753 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.519
2023-07-26 20:33:10,768 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.518
2023-07-26 20:33:10,783 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.517
2023-07-26 20:33:10,797 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.517
2023-07-26 20:33:10,812 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.521
2023-07-26 20:33:10,828 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-26 20:33:10,841 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-26 20:33:10,854 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-26 20:33:10,868 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-26 20:33:10,885 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-26 20:33:10,901 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.527
2023-07-26 20:33:10,916 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.528
2023-07-26 20:33:10,930 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.526
2023-07-26 20:33:10,947 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.528
2023-07-26 20:33:10,962 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.533
2023-07-26 20:33:10,976 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.528
2023-07-26 20:33:10,992 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.525
2023-07-26 20:33:11,009 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.524
2023-07-26 20:33:11,023 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.526
2023-07-26 20:33:11,038 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.919, mIoU: 0.578
2023-07-26 20:33:11,052 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.919, mIoU: 0.575
2023-07-26 20:33:11,068 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-26 20:33:11,081 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.572
2023-07-26 20:33:11,100 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.578
2023-07-26 20:33:11,113 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.580
2023-07-26 20:33:11,128 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.579
2023-07-26 20:33:11,143 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.924, mIoU: 0.580
2023-07-26 20:33:11,156 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.625
2023-07-26 20:33:11,171 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-26 20:33:11,186 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.621
2023-07-26 20:33:11,202 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.646
2023-07-26 20:33:11,215 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.646
2023-07-26 20:33:11,230 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.638
2023-07-26 20:33:11,245 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.637
2023-07-26 20:33:11,259 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.639
2023-07-26 20:33:11,274 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.635
2023-07-26 20:33:11,288 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.631
2023-07-26 20:33:11,298 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.630
2023-07-26 20:33:11,313 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.632
2023-07-26 20:33:11,329 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.920, mIoU: 0.632
2023-07-26 20:33:11,342 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.636
2023-07-26 20:33:11,358 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-26 20:33:11,373 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.635
2023-07-26 20:33:11,389 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.617
2023-07-26 20:33:11,405 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.609
2023-07-26 20:33:11,420 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.915, mIoU: 0.612
2023-07-26 20:33:11,435 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.606
2023-07-26 20:33:11,450 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.915, mIoU: 0.606
2023-07-26 20:33:11,466 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.616
2023-07-26 20:33:11,479 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.616
2023-07-26 20:33:11,494 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.614
2023-07-26 20:33:11,510 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.915, mIoU: 0.614
2023-07-26 20:33:11,525 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-26 20:33:11,540 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 20:33:11,555 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-26 20:33:11,571 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 20:33:11,584 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-26 20:33:11,597 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 20:33:11,612 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:33:11,625 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:33:11,639 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:33:11,653 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-26 20:33:11,681 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 20:33:11,696 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-26 20:33:11,708 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-26 20:33:11,723 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.914, mIoU: 0.626
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2023-07-26 20:33:11,752 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 20:33:11,765 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-26 20:33:11,778 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 20:33:11,791 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 20:33:11,806 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-26 20:33:11,822 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-26 20:33:11,837 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-26 20:33:11,850 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-26 20:33:11,863 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-26 20:33:11,878 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-26 20:33:11,892 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-26 20:33:11,906 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 20:33:11,922 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.622
2023-07-26 20:33:11,935 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.622
2023-07-26 20:33:11,949 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.621
2023-07-26 20:33:11,965 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.621
2023-07-26 20:33:11,980 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.917, mIoU: 0.620
2023-07-26 20:33:11,988 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.621
2023-07-26 20:33:12,000 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.621
2023-07-26 20:33:12,017 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.622
2023-07-26 20:33:12,025 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.622
2023-07-26 20:33:12,038 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.626
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2023-07-26 20:33:12,069 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-26 20:33:12,082 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.627
2023-07-26 20:33:12,097 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.917, mIoU: 0.621
2023-07-26 20:33:12,111 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.917, mIoU: 0.622
2023-07-26 20:33:12,124 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.917, mIoU: 0.622
2023-07-26 20:33:12,139 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.915, mIoU: 0.620
2023-07-26 20:33:12,152 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.915, mIoU: 0.621
2023-07-26 20:33:12,168 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.916, mIoU: 0.621
2023-07-26 20:33:12,181 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.916, mIoU: 0.622
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2023-07-26 20:33:12,243 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.917, mIoU: 0.626
2023-07-26 20:33:12,258 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.627
2023-07-26 20:33:12,272 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.626
2023-07-26 20:33:12,288 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-26 20:33:12,302 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-26 20:33:12,312 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 20:33:12,328 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:12,343 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:12,356 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:12,370 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:12,383 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:12,397 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:12,411 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 20:33:12,426 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 20:33:12,442 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-26 20:33:12,473 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 20:33:12,488 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 20:33:12,505 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 20:33:12,518 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 20:33:12,533 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 20:33:12,546 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 20:33:12,559 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-26 20:33:12,572 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 20:33:12,587 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 20:33:12,603 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 20:33:12,619 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-26 20:33:12,635 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-26 20:33:12,649 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-26 20:33:12,664 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.915, mIoU: 0.625
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2023-07-26 20:33:12,825 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.917, mIoU: 0.628
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2023-07-26 20:33:13,087 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-26 20:33:13,148 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.912, mIoU: 0.621
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2023-07-26 20:33:13,282 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 20:33:13,297 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-26 20:33:13,615 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.912, mIoU: 0.615
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2023-07-26 20:33:14,001 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-26 20:33:16,206 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 20:33:16,221 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 20:33:16,236 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 20:33:16,251 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 20:33:16,264 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 20:33:16,280 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 20:33:16,295 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 20:33:16,310 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-26 20:33:16,323 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 20:33:16,339 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 20:33:16,352 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-26 20:33:16,369 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-26 20:33:16,382 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,397 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,412 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,425 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,442 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 20:33:16,458 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 20:33:16,471 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,487 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,503 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,517 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 20:33:16,533 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 20:33:16,549 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:16,565 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 20:33:16,581 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 20:33:16,596 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 20:33:16,611 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 20:33:16,626 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 20:33:16,641 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 20:33:16,654 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.911, mIoU: 0.620
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2023-07-26 20:33:16,683 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 20:33:16,698 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 20:33:16,713 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 20:33:16,728 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,741 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,755 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,768 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,779 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,793 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 20:33:16,806 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-26 20:33:16,821 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,837 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-26 20:33:16,852 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 20:33:16,867 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 20:33:16,882 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 20:33:16,891 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 20:33:16,901 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-26 20:33:16,914 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-26 20:33:16,926 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,942 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,954 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 20:33:16,969 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:16,985 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:17,000 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:17,014 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:17,028 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:17,041 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 20:33:17,056 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 20:33:17,071 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 20:33:17,084 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 20:33:17,099 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 20:33:17,111 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 20:33:17,126 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 20:33:17,140 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 20:33:17,155 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 20:33:17,170 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 20:33:17,185 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 20:33:17,195 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 20:33:17,209 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 20:33:17,224 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:33:17,239 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:33:17,252 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:33:17,266 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:33:17,279 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:33:17,294 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 20:33:17,310 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 20:33:17,325 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,334 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,350 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,365 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,378 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,393 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,408 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,421 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,437 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:33:17,450 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:33:17,465 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:33:17,481 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:33:17,497 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:33:17,513 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:33:17,527 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:33:17,540 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 20:33:17,555 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,570 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,585 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,600 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,616 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:33:17,632 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,647 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:33:17,660 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 20:33:17,674 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 20:33:17,689 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,704 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:33:17,719 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,735 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,748 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:33:17,763 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,778 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:33:17,791 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 20:33:17,806 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 20:33:17,817 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:17,832 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:17,845 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:17,857 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:17,870 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:17,886 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 20:33:17,901 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-26 20:33:17,917 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:17,932 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:17,941 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:17,957 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 20:33:17,973 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:17,989 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:18,004 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,020 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,033 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,046 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,061 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,076 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,091 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,104 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,117 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,132 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,146 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,162 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,175 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,189 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,205 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,220 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,233 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,249 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,264 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,277 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,292 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,307 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,322 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,337 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:18,350 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:18,366 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:18,382 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:18,398 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:18,408 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:18,423 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,439 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:18,451 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 20:33:18,466 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-26 20:33:18,495 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 20:33:18,623 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-26 20:33:18,638 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 20:33:18,710 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 20:33:18,771 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 20:33:18,797 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-26 20:33:18,842 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 20:33:18,912 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 20:33:18,999 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,014 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-26 20:33:19,043 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:19,057 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,069 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,084 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:19,098 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:19,113 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,126 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,141 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:19,155 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:19,170 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:19,185 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,200 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,214 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:19,229 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,244 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:19,258 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 20:33:19,272 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,286 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,301 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:19,318 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-26 20:33:19,333 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-26 20:33:19,348 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,358 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-26 20:33:19,371 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 20:33:19,386 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 20:33:19,399 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-26 20:33:19,413 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,426 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,439 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,454 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,471 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,486 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,501 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,515 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,529 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,543 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,558 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,573 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 20:33:19,589 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,604 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,619 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,634 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,647 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,662 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 20:33:19,677 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 20:33:19,690 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,703 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,717 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,733 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,749 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,762 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,777 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 20:33:19,793 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 20:33:19,808 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 20:33:19,821 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 20:33:19,834 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:19,842 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:19,857 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:19,873 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,888 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,904 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,919 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,935 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 20:33:19,951 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,966 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,978 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:19,993 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-26 20:33:20,007 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 20:33:20,022 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 20:33:20,037 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:20,049 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:20,062 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:20,075 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:20,089 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:20,102 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:20,114 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:20,128 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:20,143 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,159 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,171 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,185 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,198 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,210 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,225 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:20,241 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,256 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,271 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,287 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,302 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,317 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,332 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,347 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,363 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,379 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,393 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,409 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,421 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,434 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,446 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,461 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,477 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,489 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,502 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,516 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:20,530 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:20,545 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,559 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,574 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,586 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,600 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 20:33:20,613 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,627 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,641 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,655 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,671 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,684 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,700 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,715 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,727 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,741 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,757 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,773 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,789 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,804 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,817 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:20,830 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,845 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,858 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:20,874 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,892 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,905 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:20,921 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:20,935 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:20,949 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:20,964 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:20,976 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:20,989 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,003 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,018 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,031 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,045 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,059 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,073 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,086 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:21,101 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,115 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,132 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,145 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,160 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,173 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,189 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,202 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,215 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 20:33:21,230 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,246 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,259 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,274 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,290 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,306 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,322 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,335 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,347 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,361 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,374 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,386 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,399 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,414 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,427 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,440 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,454 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,470 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,484 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,499 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,512 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,525 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:21,540 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:21,555 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:21,570 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,585 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,598 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:21,611 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,622 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,638 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,653 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,668 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,682 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,693 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,706 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,722 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,738 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,752 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:21,768 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,781 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,796 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,809 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,825 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:21,838 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,854 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,869 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:21,882 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:21,898 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:21,912 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,927 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,942 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,956 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,971 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:21,986 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,001 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:22,016 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,031 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,044 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,057 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,070 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,086 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,100 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,117 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,132 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,144 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,158 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,174 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,189 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,202 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,218 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,232 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,246 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,260 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,275 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,289 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:22,302 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,313 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,330 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,345 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:22,359 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:22,372 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:22,387 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,402 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,417 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,432 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,445 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,460 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,473 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,488 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:22,502 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,515 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,530 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,544 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,559 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,574 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,589 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,604 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,619 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,634 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:22,648 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,664 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,679 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,694 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,709 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,718 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,733 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,746 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,760 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,775 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,791 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,804 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,819 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:22,834 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:22,849 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:22,865 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:22,880 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,894 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,909 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:22,924 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,939 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,952 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,967 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,982 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:22,998 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:23,011 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:23,027 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:23,042 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:23,055 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:23,069 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,084 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:23,097 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:23,111 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,124 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,138 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,153 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,167 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:23,182 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,197 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,212 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,225 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,238 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:23,253 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,266 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,278 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,293 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,308 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,322 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,337 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,350 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,363 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,378 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,393 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,407 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,422 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,435 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,451 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,465 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,481 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,496 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,511 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,520 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:23,536 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,551 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:23,564 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:23,578 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,593 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,608 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,621 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,636 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,651 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,667 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,681 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,696 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,713 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,729 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,742 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,757 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,772 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,787 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-26 20:33:23,800 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,815 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,831 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,846 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,853 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,866 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,879 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 20:33:23,892 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:23,903 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:23,918 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,932 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,947 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:23,959 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:23,971 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 20:33:23,986 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:23,997 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,012 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,025 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 20:33:24,040 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,055 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,070 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,084 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,096 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,109 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,123 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,138 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,153 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,168 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,181 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,191 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,202 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,215 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,227 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,242 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,255 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:33:24,270 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,286 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:24,301 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 20:33:24,316 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,331 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,346 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,362 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,377 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,392 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,406 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,421 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,436 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,449 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,461 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,476 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,488 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,504 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,517 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,531 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,547 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,564 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,579 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,592 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,606 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 20:33:24,621 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,635 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,650 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,662 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,675 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,689 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,704 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:33:24,719 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,733 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,748 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,763 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,777 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:24,791 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,804 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 20:33:24,819 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:24,828 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:24,842 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:24,857 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:24,868 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,883 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,898 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,913 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,930 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,946 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:24,961 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,976 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:24,988 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,004 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,017 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,032 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,047 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,060 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,074 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,087 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,102 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:25,117 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:25,132 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,147 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,162 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,175 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,187 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 20:33:25,202 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:25,215 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,228 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,243 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,258 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,274 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,287 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,300 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,316 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,332 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,347 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,360 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,374 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,389 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,404 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,419 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,435 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,450 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,464 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:25,479 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:25,494 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:25,509 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 20:33:25,524 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,538 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 20:33:25,553 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,566 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,581 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,595 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,610 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,623 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:33:25,637 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,653 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,669 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,683 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,699 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,715 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,731 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,746 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,762 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,778 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,792 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,807 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,824 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,838 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:25,853 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,865 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,874 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,889 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,904 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,917 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 20:33:25,932 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:25,947 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:25,960 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:25,973 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:25,987 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:26,002 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:26,016 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,033 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,047 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,065 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,080 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,094 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,110 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,126 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:26,141 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,154 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,168 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:26,183 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,199 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,215 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,230 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,243 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,258 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,272 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,285 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,299 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,315 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,329 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,343 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,356 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 20:33:26,370 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,385 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,399 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,413 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,426 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,441 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,453 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,466 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-26 20:33:26,495 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,510 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,525 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,540 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,551 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,564 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,579 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,595 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,608 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-26 20:33:26,682 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,697 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,711 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,726 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 20:33:26,739 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-26 20:33:26,868 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:33:26,884 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-26 20:33:27,010 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-26 20:33:27,152 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-26 20:33:27,297 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.646
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2023-07-26 20:33:27,325 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,341 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,357 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,370 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,386 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,398 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,413 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,429 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,444 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,457 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,473 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,490 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,504 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,516 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,531 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,545 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,556 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,571 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,586 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,601 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,614 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 20:33:27,626 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,641 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,656 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,671 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,684 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,700 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,713 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,726 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,742 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,758 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,773 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,789 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,805 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,819 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,834 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,848 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,863 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,878 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,891 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,904 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,920 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,935 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 20:33:27,950 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,963 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:27,976 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:27,990 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:28,005 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,018 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,031 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,046 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,061 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,075 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,089 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,104 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,120 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,134 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,148 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,164 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,177 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,192 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,208 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,223 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,239 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:28,254 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,269 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,285 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,299 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,315 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,330 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,346 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,360 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,376 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,391 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,404 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,417 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,432 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,448 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,461 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,475 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,490 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,505 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,519 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,534 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,549 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,564 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,577 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,590 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,603 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,616 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,629 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,645 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,660 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,673 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,686 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,700 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,712 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,726 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,741 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,757 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:28,772 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,787 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,800 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,815 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:28,830 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,843 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,859 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,874 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,890 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,903 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,918 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,934 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,948 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,964 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,977 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:28,992 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,007 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,023 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,038 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,051 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,066 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,081 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,096 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,111 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,126 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,141 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,156 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,166 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,180 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,193 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,206 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,224 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,239 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,253 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,265 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,278 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,291 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,306 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,319 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,335 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,350 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,363 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,378 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,394 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,407 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,422 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,437 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,450 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,465 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,477 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 20:33:29,492 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-26 20:33:29,522 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,537 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,550 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,562 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,576 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,590 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-26 20:33:29,631 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,646 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,660 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,675 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 20:33:29,749 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:33:29,764 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:29,771 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 20:33:29,799 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 20:33:29,871 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,886 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,902 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:29,917 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:29,930 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:29,945 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 20:33:30,008 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 20:33:30,039 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,053 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,068 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,083 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,096 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,109 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:30,124 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:30,139 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:30,154 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 20:33:30,168 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,183 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,198 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,213 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,226 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,240 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,253 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,268 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,283 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,297 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,312 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:33:30,325 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,340 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,354 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,369 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,385 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,400 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,416 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,431 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,444 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,459 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,472 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,487 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,502 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,516 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,532 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,547 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,561 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,570 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,585 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,597 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,612 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,627 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 20:33:30,641 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,656 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:30,667 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,676 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,692 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,707 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,721 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,734 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,748 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,764 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,777 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,792 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,807 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,821 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,835 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,848 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,863 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,878 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,892 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,905 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,920 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,934 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,949 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:33:30,964 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:30,977 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:30,991 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:33:31,005 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 20:33:31,021 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 20:33:47,815 semantic_segmentation INFO: Iters: 118410/150000 || Lr: 0.004922 || Task Loss: 0.4371 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:46:30 || Estimated Time: 15:24:48
2023-07-26 20:34:04,761 semantic_segmentation INFO: Iters: 118420/150000 || Lr: 0.004921 || Task Loss: 0.4262 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:46:47 || Estimated Time: 15:24:30
2023-07-26 20:34:21,755 semantic_segmentation INFO: Iters: 118430/150000 || Lr: 0.004919 || Task Loss: 0.6118 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:04 || Estimated Time: 15:24:13
2023-07-26 20:34:38,719 semantic_segmentation INFO: Iters: 118440/150000 || Lr: 0.004918 || Task Loss: 0.4261 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:21 || Estimated Time: 15:23:55
2023-07-26 20:34:55,871 semantic_segmentation INFO: Iters: 118450/150000 || Lr: 0.004917 || Task Loss: 0.4544 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:38 || Estimated Time: 15:23:37
2023-07-26 20:35:13,305 semantic_segmentation INFO: Iters: 118460/150000 || Lr: 0.004915 || Task Loss: 0.4814 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:55 || Estimated Time: 15:23:20
2023-07-26 20:35:30,317 semantic_segmentation INFO: Iters: 118470/150000 || Lr: 0.004914 || Task Loss: 0.4193 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:12 || Estimated Time: 15:23:02
2023-07-26 20:35:47,639 semantic_segmentation INFO: Iters: 118480/150000 || Lr: 0.004912 || Task Loss: 0.3738 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:29 || Estimated Time: 15:22:44
2023-07-26 20:36:04,712 semantic_segmentation INFO: Iters: 118490/150000 || Lr: 0.004911 || Task Loss: 0.4216 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:46 || Estimated Time: 15:22:26
2023-07-26 20:36:21,768 semantic_segmentation INFO: Iters: 118500/150000 || Lr: 0.004910 || Task Loss: 0.3613 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:04 || Estimated Time: 15:22:09
2023-07-26 20:36:38,778 semantic_segmentation INFO: Iters: 118510/150000 || Lr: 0.004908 || Task Loss: 0.4402 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:21 || Estimated Time: 15:21:51
2023-07-26 20:36:55,873 semantic_segmentation INFO: Iters: 118520/150000 || Lr: 0.004907 || Task Loss: 0.3509 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:38 || Estimated Time: 15:21:33
2023-07-26 20:37:13,025 semantic_segmentation INFO: Iters: 118530/150000 || Lr: 0.004905 || Task Loss: 0.2492 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:55 || Estimated Time: 15:21:16
2023-07-26 20:37:30,051 semantic_segmentation INFO: Iters: 118540/150000 || Lr: 0.004904 || Task Loss: 0.4411 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:12 || Estimated Time: 15:20:58
2023-07-26 20:37:47,112 semantic_segmentation INFO: Iters: 118550/150000 || Lr: 0.004903 || Task Loss: 0.6012 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:29 || Estimated Time: 15:20:40
2023-07-26 20:38:04,084 semantic_segmentation INFO: Iters: 118560/150000 || Lr: 0.004901 || Task Loss: 0.5299 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:46 || Estimated Time: 15:20:23
2023-07-26 20:38:21,113 semantic_segmentation INFO: Iters: 118570/150000 || Lr: 0.004900 || Task Loss: 0.4451 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:03 || Estimated Time: 15:20:05
2023-07-26 20:38:38,154 semantic_segmentation INFO: Iters: 118580/150000 || Lr: 0.004898 || Task Loss: 0.5550 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:20 || Estimated Time: 15:19:47
2023-07-26 20:38:55,157 semantic_segmentation INFO: Iters: 118590/150000 || Lr: 0.004897 || Task Loss: 0.3668 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:37 || Estimated Time: 15:19:29
2023-07-26 20:39:12,209 semantic_segmentation INFO: Iters: 118600/150000 || Lr: 0.004895 || Task Loss: 0.4059 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:54 || Estimated Time: 15:19:12
2023-07-26 20:39:29,207 semantic_segmentation INFO: Iters: 118610/150000 || Lr: 0.004894 || Task Loss: 0.3583 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:11 || Estimated Time: 15:18:54
2023-07-26 20:39:46,208 semantic_segmentation INFO: Iters: 118620/150000 || Lr: 0.004893 || Task Loss: 0.4854 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:28 || Estimated Time: 15:18:36
2023-07-26 20:40:03,454 semantic_segmentation INFO: Iters: 118630/150000 || Lr: 0.004891 || Task Loss: 0.2627 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:45 || Estimated Time: 15:18:19
2023-07-26 20:40:20,481 semantic_segmentation INFO: Iters: 118640/150000 || Lr: 0.004890 || Task Loss: 0.4470 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:53:02 || Estimated Time: 15:18:01
2023-07-26 20:40:37,499 semantic_segmentation INFO: Iters: 118650/150000 || Lr: 0.004888 || Task Loss: 0.3625 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:53:19 || Estimated Time: 15:17:43
2023-07-26 20:40:54,467 semantic_segmentation INFO: Iters: 118660/150000 || Lr: 0.004887 || Task Loss: 0.3095 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:53:36 || Estimated Time: 15:17:26
2023-07-26 20:41:11,538 semantic_segmentation INFO: Iters: 118670/150000 || Lr: 0.004886 || Task Loss: 0.3818 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:53:53 || Estimated Time: 15:17:08
2023-07-26 20:41:28,470 semantic_segmentation INFO: Iters: 118680/150000 || Lr: 0.004884 || Task Loss: 0.3405 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:10 || Estimated Time: 15:16:50
2023-07-26 20:41:45,397 semantic_segmentation INFO: Iters: 118690/150000 || Lr: 0.004883 || Task Loss: 0.3380 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:27 || Estimated Time: 15:16:32
2023-07-26 20:42:02,295 semantic_segmentation INFO: Iters: 118700/150000 || Lr: 0.004881 || Task Loss: 0.4862 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:44 || Estimated Time: 15:16:15
2023-07-26 20:42:19,243 semantic_segmentation INFO: Iters: 118710/150000 || Lr: 0.004880 || Task Loss: 0.3910 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:55:01 || Estimated Time: 15:15:57
2023-07-26 20:42:36,381 semantic_segmentation INFO: Iters: 118720/150000 || Lr: 0.004879 || Task Loss: 0.4912 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:55:18 || Estimated Time: 15:15:39
2023-07-26 20:42:53,270 semantic_segmentation INFO: Iters: 118730/150000 || Lr: 0.004877 || Task Loss: 0.3488 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:55:35 || Estimated Time: 15:15:22
2023-07-26 20:43:10,101 semantic_segmentation INFO: Iters: 118740/150000 || Lr: 0.004876 || Task Loss: 0.6327 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:55:52 || Estimated Time: 15:15:04
2023-07-26 20:43:26,942 semantic_segmentation INFO: Iters: 118750/150000 || Lr: 0.004874 || Task Loss: 0.3850 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:56:09 || Estimated Time: 15:14:46
2023-07-26 20:43:43,925 semantic_segmentation INFO: Iters: 118760/150000 || Lr: 0.004873 || Task Loss: 0.4513 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:56:26 || Estimated Time: 15:14:28
2023-07-26 20:44:01,113 semantic_segmentation INFO: Iters: 118770/150000 || Lr: 0.004872 || Task Loss: 0.3675 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:56:43 || Estimated Time: 15:14:11
2023-07-26 20:44:18,142 semantic_segmentation INFO: Iters: 118780/150000 || Lr: 0.004870 || Task Loss: 0.4461 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:00 || Estimated Time: 15:13:53
2023-07-26 20:44:35,093 semantic_segmentation INFO: Iters: 118790/150000 || Lr: 0.004869 || Task Loss: 0.5384 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:17 || Estimated Time: 15:13:35
2023-07-26 20:44:52,018 semantic_segmentation INFO: Iters: 118800/150000 || Lr: 0.004867 || Task Loss: 0.4158 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:34 || Estimated Time: 15:13:17
2023-07-26 20:45:08,976 semantic_segmentation INFO: Iters: 118810/150000 || Lr: 0.004866 || Task Loss: 0.2983 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:51 || Estimated Time: 15:13:00
2023-07-26 20:45:25,983 semantic_segmentation INFO: Iters: 118820/150000 || Lr: 0.004865 || Task Loss: 0.3094 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:08 || Estimated Time: 15:12:42
2023-07-26 20:45:42,982 semantic_segmentation INFO: Iters: 118830/150000 || Lr: 0.004863 || Task Loss: 0.4647 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:25 || Estimated Time: 15:12:24
2023-07-26 20:45:59,977 semantic_segmentation INFO: Iters: 118840/150000 || Lr: 0.004862 || Task Loss: 0.3243 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:42 || Estimated Time: 15:12:07
2023-07-26 20:46:16,879 semantic_segmentation INFO: Iters: 118850/150000 || Lr: 0.004860 || Task Loss: 0.2736 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:59 || Estimated Time: 15:11:49
2023-07-26 20:46:33,965 semantic_segmentation INFO: Iters: 118860/150000 || Lr: 0.004859 || Task Loss: 0.2961 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:16 || Estimated Time: 15:11:31
2023-07-26 20:46:50,976 semantic_segmentation INFO: Iters: 118870/150000 || Lr: 0.004858 || Task Loss: 0.3108 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:33 || Estimated Time: 15:11:13
2023-07-26 20:47:08,035 semantic_segmentation INFO: Iters: 118880/150000 || Lr: 0.004856 || Task Loss: 0.3819 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:50 || Estimated Time: 15:10:56
2023-07-26 20:47:25,067 semantic_segmentation INFO: Iters: 118890/150000 || Lr: 0.004855 || Task Loss: 0.4218 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:07 || Estimated Time: 15:10:38
2023-07-26 20:47:42,088 semantic_segmentation INFO: Iters: 118900/150000 || Lr: 0.004853 || Task Loss: 0.4079 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:24 || Estimated Time: 15:10:20
2023-07-26 20:47:59,207 semantic_segmentation INFO: Iters: 118910/150000 || Lr: 0.004852 || Task Loss: 0.3805 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:41 || Estimated Time: 15:10:03
2023-07-26 20:48:16,225 semantic_segmentation INFO: Iters: 118920/150000 || Lr: 0.004851 || Task Loss: 0.4412 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:58 || Estimated Time: 15:09:45
2023-07-26 20:48:33,223 semantic_segmentation INFO: Iters: 118930/150000 || Lr: 0.004849 || Task Loss: 0.3876 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:15 || Estimated Time: 15:09:27
2023-07-26 20:48:50,268 semantic_segmentation INFO: Iters: 118940/150000 || Lr: 0.004848 || Task Loss: 0.3680 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:32 || Estimated Time: 15:09:10
2023-07-26 20:49:07,285 semantic_segmentation INFO: Iters: 118950/150000 || Lr: 0.004846 || Task Loss: 0.3192 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:49 || Estimated Time: 15:08:52
2023-07-26 20:49:24,309 semantic_segmentation INFO: Iters: 118960/150000 || Lr: 0.004845 || Task Loss: 0.2777 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:06 || Estimated Time: 15:08:34
2023-07-26 20:49:41,353 semantic_segmentation INFO: Iters: 118970/150000 || Lr: 0.004844 || Task Loss: 0.3623 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:23 || Estimated Time: 15:08:16
2023-07-26 20:49:58,332 semantic_segmentation INFO: Iters: 118980/150000 || Lr: 0.004842 || Task Loss: 0.4452 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:40 || Estimated Time: 15:07:59
2023-07-26 20:50:15,279 semantic_segmentation INFO: Iters: 118990/150000 || Lr: 0.004841 || Task Loss: 0.4147 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:57 || Estimated Time: 15:07:41
2023-07-26 20:50:32,249 semantic_segmentation INFO: Iters: 119000/150000 || Lr: 0.004839 || Task Loss: 0.2899 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:14 || Estimated Time: 15:07:23
2023-07-26 20:50:49,274 semantic_segmentation INFO: Iters: 119010/150000 || Lr: 0.004838 || Task Loss: 0.4636 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:31 || Estimated Time: 15:07:06
2023-07-26 20:51:06,390 semantic_segmentation INFO: Iters: 119020/150000 || Lr: 0.004837 || Task Loss: 0.4151 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:48 || Estimated Time: 15:06:48
2023-07-26 20:51:23,512 semantic_segmentation INFO: Iters: 119030/150000 || Lr: 0.004835 || Task Loss: 0.5188 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:05 || Estimated Time: 15:06:30
2023-07-26 20:51:40,500 semantic_segmentation INFO: Iters: 119040/150000 || Lr: 0.004834 || Task Loss: 0.5432 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:22 || Estimated Time: 15:06:13
2023-07-26 20:51:57,738 semantic_segmentation INFO: Iters: 119050/150000 || Lr: 0.004832 || Task Loss: 0.3918 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:40 || Estimated Time: 15:05:55
2023-07-26 20:52:14,726 semantic_segmentation INFO: Iters: 119060/150000 || Lr: 0.004831 || Task Loss: 0.3821 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:57 || Estimated Time: 15:05:37
2023-07-26 20:52:31,723 semantic_segmentation INFO: Iters: 119070/150000 || Lr: 0.004830 || Task Loss: 0.4633 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:14 || Estimated Time: 15:05:19
2023-07-26 20:52:48,759 semantic_segmentation INFO: Iters: 119080/150000 || Lr: 0.004828 || Task Loss: 0.5439 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:31 || Estimated Time: 15:05:02
2023-07-26 20:53:05,863 semantic_segmentation INFO: Iters: 119090/150000 || Lr: 0.004827 || Task Loss: 0.4362 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:48 || Estimated Time: 15:04:44
2023-07-26 20:53:22,858 semantic_segmentation INFO: Iters: 119100/150000 || Lr: 0.004825 || Task Loss: 0.4623 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:05 || Estimated Time: 15:04:26
2023-07-26 20:53:39,888 semantic_segmentation INFO: Iters: 119110/150000 || Lr: 0.004824 || Task Loss: 0.2667 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:22 || Estimated Time: 15:04:09
2023-07-26 20:53:56,937 semantic_segmentation INFO: Iters: 119120/150000 || Lr: 0.004822 || Task Loss: 0.4422 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:39 || Estimated Time: 15:03:51
2023-07-26 20:54:13,877 semantic_segmentation INFO: Iters: 119130/150000 || Lr: 0.004821 || Task Loss: 0.2631 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:56 || Estimated Time: 15:03:33
2023-07-26 20:54:31,195 semantic_segmentation INFO: Iters: 119140/150000 || Lr: 0.004820 || Task Loss: 0.3139 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:13 || Estimated Time: 15:03:16
2023-07-26 20:54:48,189 semantic_segmentation INFO: Iters: 119150/150000 || Lr: 0.004818 || Task Loss: 0.3788 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:30 || Estimated Time: 15:02:58
2023-07-26 20:55:05,256 semantic_segmentation INFO: Iters: 119160/150000 || Lr: 0.004817 || Task Loss: 0.4102 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:47 || Estimated Time: 15:02:40
2023-07-26 20:55:22,320 semantic_segmentation INFO: Iters: 119170/150000 || Lr: 0.004815 || Task Loss: 0.4058 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:04 || Estimated Time: 15:02:23
2023-07-26 20:55:39,328 semantic_segmentation INFO: Iters: 119180/150000 || Lr: 0.004814 || Task Loss: 0.3362 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:21 || Estimated Time: 15:02:05
2023-07-26 20:55:56,273 semantic_segmentation INFO: Iters: 119190/150000 || Lr: 0.004813 || Task Loss: 0.3823 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:38 || Estimated Time: 15:01:47
2023-07-26 20:56:13,595 semantic_segmentation INFO: Iters: 119200/150000 || Lr: 0.004811 || Task Loss: 0.3539 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:55 || Estimated Time: 15:01:30
2023-07-26 20:56:13,720 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:56:14,111 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.088
2023-07-26 20:56:14,135 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.133
2023-07-26 20:56:14,147 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.147
2023-07-26 20:56:14,161 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.147
2023-07-26 20:56:14,174 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.216
2023-07-26 20:56:14,186 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.262
2023-07-26 20:56:14,200 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.305
2023-07-26 20:56:14,214 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.311
2023-07-26 20:56:14,226 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.334
2023-07-26 20:56:14,240 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.379
2023-07-26 20:56:14,253 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.381
2023-07-26 20:56:14,267 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.408
2023-07-26 20:56:14,280 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.378
2023-07-26 20:56:14,295 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.362
2023-07-26 20:56:14,309 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.910, mIoU: 0.352
2023-07-26 20:56:14,322 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.347
2023-07-26 20:56:14,332 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.344
2023-07-26 20:56:14,345 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.341
2023-07-26 20:56:14,360 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.345
2023-07-26 20:56:14,375 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.386
2023-07-26 20:56:14,390 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.390
2023-07-26 20:56:14,405 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.401
2023-07-26 20:56:14,420 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.433
2023-07-26 20:56:14,436 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.443
2023-07-26 20:56:14,451 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.446
2023-07-26 20:56:14,465 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.447
2023-07-26 20:56:14,479 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.448
2023-07-26 20:56:14,491 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.915, mIoU: 0.447
2023-07-26 20:56:14,506 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.435
2023-07-26 20:56:14,520 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.435
2023-07-26 20:56:14,534 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.436
2023-07-26 20:56:14,549 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.436
2023-07-26 20:56:14,564 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.447
2023-07-26 20:56:14,578 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.445
2023-07-26 20:56:14,593 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.460
2023-07-26 20:56:14,607 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.460
2023-07-26 20:56:14,620 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.463
2023-07-26 20:56:14,632 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.504
2023-07-26 20:56:14,648 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.514
2023-07-26 20:56:14,661 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.513
2023-07-26 20:56:14,674 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.540
2023-07-26 20:56:14,688 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.540
2023-07-26 20:56:14,703 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-26 20:56:14,716 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.539
2023-07-26 20:56:14,731 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.542
2023-07-26 20:56:14,746 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-26 20:56:14,759 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.553
2023-07-26 20:56:14,771 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.554
2023-07-26 20:56:14,786 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-26 20:56:14,802 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-26 20:56:14,818 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-26 20:56:14,833 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.551
2023-07-26 20:56:14,846 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-26 20:56:14,862 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.551
2023-07-26 20:56:14,877 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.555
2023-07-26 20:56:14,890 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.550
2023-07-26 20:56:14,907 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.548
2023-07-26 20:56:14,924 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.546
2023-07-26 20:56:14,938 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.548
2023-07-26 20:56:14,954 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-26 20:56:14,968 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-26 20:56:14,984 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-26 20:56:14,997 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.592
2023-07-26 20:56:15,016 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-26 20:56:15,030 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.597
2023-07-26 20:56:15,046 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-26 20:56:15,062 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.597
2023-07-26 20:56:15,076 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.643
2023-07-26 20:56:15,091 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-26 20:56:15,106 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.641
2023-07-26 20:56:15,121 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 20:56:15,134 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 20:56:15,149 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-26 20:56:15,164 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.656
2023-07-26 20:56:15,178 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-26 20:56:15,193 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.658
2023-07-26 20:56:15,207 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 20:56:15,217 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-26 20:56:15,232 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-26 20:56:15,248 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-26 20:56:15,261 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 20:56:15,275 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 20:56:15,290 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 20:56:15,305 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 20:56:15,320 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 20:56:15,335 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 20:56:15,350 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-26 20:56:15,364 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-26 20:56:15,379 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:56:15,392 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 20:56:15,406 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 20:56:15,421 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 20:56:15,436 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 20:56:15,451 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 20:56:15,466 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-26 20:56:15,480 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 20:56:15,493 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 20:56:15,507 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 20:56:15,522 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:15,535 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 20:56:15,551 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:15,565 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:15,579 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 20:56:15,593 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:15,609 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:15,621 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:15,637 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:15,652 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:15,665 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:15,678 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:15,691 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:15,705 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:15,721 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 20:56:15,736 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:15,751 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:15,765 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:15,779 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:56:15,794 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 20:56:15,808 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 20:56:15,823 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 20:56:15,839 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 20:56:15,853 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 20:56:15,866 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 20:56:15,882 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 20:56:15,898 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.646
2023-07-26 20:56:15,906 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-26 20:56:15,918 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-26 20:56:15,935 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 20:56:15,944 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 20:56:15,957 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 20:56:15,972 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 20:56:15,987 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 20:56:16,001 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 20:56:16,016 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 20:56:16,029 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 20:56:16,042 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 20:56:16,057 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 20:56:16,070 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 20:56:16,085 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 20:56:16,098 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 20:56:16,113 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 20:56:16,128 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 20:56:16,144 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-26 20:56:16,160 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 20:56:16,175 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-26 20:56:16,190 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 20:56:16,205 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-26 20:56:16,220 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:16,230 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 20:56:16,246 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 20:56:16,261 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 20:56:16,275 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 20:56:16,290 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 20:56:16,303 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-26 20:56:19,192 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-26 20:56:19,336 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-26 20:56:19,367 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 20:56:19,467 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-26 20:56:19,511 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.910, mIoU: 0.624
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2023-07-26 20:56:19,541 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.911, mIoU: 0.625
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2023-07-26 20:56:19,631 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-26 20:56:19,688 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.912, mIoU: 0.626
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2023-07-26 20:56:19,718 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 20:56:19,733 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-26 20:56:19,775 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-26 20:56:19,803 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:56:19,819 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 20:56:19,834 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:19,849 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:19,863 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 20:56:19,875 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 20:56:19,892 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 20:56:19,906 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 20:56:19,921 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 20:56:19,936 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.913, mIoU: 0.625
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2023-07-26 20:56:19,994 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 20:56:20,010 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.914, mIoU: 0.624
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2023-07-26 20:56:20,039 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 20:56:20,053 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 20:56:20,066 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 20:56:20,079 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 20:56:20,091 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 20:56:20,106 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 20:56:20,121 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-26 20:56:20,151 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 20:56:20,164 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 20:56:20,179 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 20:56:20,194 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 20:56:20,209 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 20:56:20,223 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 20:56:20,238 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 20:56:20,251 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 20:56:20,268 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 20:56:20,281 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-26 20:56:20,354 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 20:56:20,441 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 20:56:20,456 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:56:20,471 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:56:20,486 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:56:20,501 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:56:20,515 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-26 20:56:20,543 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:56:20,556 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 20:56:20,573 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 20:56:20,588 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-26 20:56:20,618 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:20,631 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:20,645 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:20,659 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:20,669 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.626
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2023-07-26 20:56:20,697 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 20:56:20,712 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 20:56:20,727 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 20:56:20,742 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-26 20:56:20,772 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-26 20:56:20,804 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-26 20:56:20,845 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 20:56:20,860 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 20:56:20,892 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 20:56:20,907 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 20:56:20,922 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-26 20:56:20,950 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.633
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2023-07-26 20:56:20,978 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:56:20,993 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:56:21,005 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 20:56:21,020 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-26 20:56:21,049 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 20:56:21,063 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 20:56:21,078 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 20:56:21,088 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 20:56:21,101 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 20:56:21,116 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:56:21,131 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 20:56:21,144 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-26 20:56:21,170 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 20:56:21,185 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:56:21,201 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 20:56:21,215 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:56:21,224 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 20:56:21,254 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 20:56:21,267 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 20:56:21,282 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 20:56:21,311 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 20:56:21,326 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 20:56:21,355 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-26 20:56:21,386 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 20:56:21,401 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-26 20:56:21,769 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-26 20:56:22,015 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,030 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,045 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,058 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,073 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,088 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,104 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,117 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,132 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,147 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,160 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,174 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,189 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,204 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,218 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,231 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,246 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,261 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,278 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,288 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,303 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,319 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,331 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,347 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,360 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,375 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,390 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,405 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,418 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,431 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,444 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,459 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 20:56:22,474 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,490 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,504 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,520 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 20:56:22,533 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 20:56:22,548 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 20:56:22,564 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,577 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,591 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,606 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,621 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,636 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,651 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,662 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,677 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,692 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,706 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,721 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,736 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,748 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,762 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,777 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,792 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,805 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,820 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,834 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,849 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,864 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,880 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:22,895 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:22,910 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:22,926 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:22,940 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 20:56:22,954 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:22,969 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 20:56:22,984 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 20:56:22,999 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 20:56:23,012 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 20:56:23,027 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 20:56:23,041 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,056 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,071 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,087 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,102 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,117 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,132 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,146 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,161 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 20:56:23,175 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 20:56:23,190 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 20:56:23,208 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 20:56:23,223 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,239 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,249 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,262 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 20:56:23,277 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,290 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 20:56:23,304 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,317 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,330 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,345 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,361 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,376 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,392 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,405 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,419 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,431 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,445 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,460 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,475 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,490 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,505 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,520 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,532 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,547 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 20:56:23,562 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 20:56:23,575 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,588 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,601 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,617 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,632 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,645 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,659 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:23,675 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,690 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,703 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,717 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,724 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:23,740 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,756 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,771 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,787 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,802 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:23,817 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:23,833 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:23,848 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:23,861 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:23,876 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:23,891 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,906 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,921 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,933 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,946 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,960 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:23,974 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:23,987 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:24,000 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:24,013 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:24,027 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:24,043 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:24,054 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:24,068 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:24,080 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 20:56:24,091 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,106 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 20:56:24,121 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 20:56:24,136 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 20:56:24,151 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,165 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,180 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,192 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,208 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,222 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,239 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-26 20:56:24,397 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-26 20:56:24,442 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-26 20:56:24,585 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-26 20:56:24,613 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 20:56:24,626 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-26 20:56:24,672 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-26 20:56:24,726 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:24,739 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:24,754 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:24,771 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,784 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,800 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,813 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,828 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,842 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,855 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,868 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,883 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,898 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,911 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,926 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:24,941 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:24,955 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:24,968 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:24,983 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:24,998 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,015 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,028 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,042 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,055 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:25,070 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:25,083 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:25,096 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:25,111 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,125 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,138 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,154 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,170 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,186 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,201 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,215 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,227 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,241 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,255 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,268 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,281 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,297 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,310 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,323 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,337 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,352 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,367 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,383 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,396 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,409 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,423 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,438 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:25,453 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:25,467 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 20:56:25,480 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:25,492 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,504 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,519 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,534 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,548 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,562 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,573 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,587 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,602 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,616 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,629 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,644 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,657 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,673 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 20:56:25,686 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,701 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:25,714 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,729 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,744 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:25,757 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,772 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,787 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:25,803 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,818 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,833 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,848 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,863 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,878 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:25,893 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,908 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,922 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,935 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,948 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:25,964 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:25,978 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:25,995 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,009 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,021 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,035 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,051 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,066 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,079 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,094 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,108 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,121 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,135 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,151 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,166 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,179 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,191 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,208 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 20:56:26,223 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 20:56:26,238 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 20:56:26,251 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 20:56:26,267 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,282 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,297 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,312 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,325 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,339 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,352 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,367 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,381 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 20:56:26,394 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,409 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,422 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,437 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,452 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,467 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,481 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,496 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,510 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,524 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,540 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,554 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,570 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,586 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,595 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,610 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,623 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,639 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,654 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,669 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,683 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,698 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,713 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,727 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,743 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,759 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,772 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,787 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,802 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,817 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,830 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,845 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,860 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,875 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,888 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,903 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 20:56:26,918 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 20:56:26,931 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:26,945 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,959 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,973 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:26,987 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:27,000 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:27,015 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:27,030 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:27,045 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:27,060 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,076 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,091 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,104 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,117 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,132 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:27,146 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,159 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,174 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,188 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,203 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,219 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,232 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,245 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,261 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,275 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,288 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,303 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,316 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,331 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,345 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,361 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,376 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,390 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,399 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,415 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,431 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,444 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,458 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,473 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,488 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,501 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,517 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,532 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,547 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,562 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,577 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,593 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,609 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,622 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,636 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,651 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,665 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 20:56:27,678 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,692 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,707 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,721 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,728 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,742 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 20:56:27,754 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,767 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,779 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,795 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,810 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,825 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,837 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,851 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,866 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,878 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:27,894 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:27,907 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:27,923 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,938 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,954 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,969 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,980 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:27,993 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,008 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,023 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,037 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,052 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,065 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,075 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,087 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,099 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,111 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,125 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,138 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,152 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:28,167 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,182 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,196 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,211 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,226 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,241 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,257 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,271 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,285 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,300 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,316 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,329 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,342 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,357 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,370 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,386 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,399 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,414 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,429 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,446 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,461 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,474 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,489 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,504 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 20:56:28,518 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,532 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,545 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,558 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,572 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,587 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,601 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:28,616 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:28,631 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:28,647 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 20:56:28,661 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,676 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,688 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,703 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:28,713 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 20:56:28,726 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,741 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 20:56:28,752 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,767 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,782 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 20:56:28,797 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,812 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,828 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,843 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,858 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,870 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,885 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,898 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,913 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,928 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,941 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,955 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,968 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,983 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:28,998 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,013 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,029 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,044 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,057 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,070 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,085 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,099 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,112 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,127 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,142 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,157 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,170 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,183 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,198 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,214 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,230 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,243 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,257 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,272 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:29,287 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 20:56:29,302 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,317 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,332 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,347 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 20:56:29,362 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,377 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,392 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 20:56:29,407 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 20:56:29,421 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 20:56:29,436 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,450 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,465 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,480 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,495 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,508 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:29,522 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,537 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,552 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,565 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,580 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,595 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:29,609 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,624 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,639 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,655 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:29,668 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:29,684 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,700 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,713 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,728 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,741 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:29,751 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,766 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,781 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,794 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:29,810 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:29,825 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:29,839 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:29,852 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,868 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,883 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,898 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,916 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,930 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,947 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:56:29,961 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 20:56:29,974 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:29,989 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,004 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,019 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,032 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,045 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,060 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,075 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,090 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,105 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,118 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 20:56:30,133 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,147 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,160 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,175 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,190 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,205 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,220 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,233 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,248 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,263 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,278 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,293 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,307 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,322 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,335 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,348 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,361 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,376 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,391 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,406 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,421 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,431 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,444 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,460 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,475 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,488 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,503 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,519 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,533 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,546 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,560 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,574 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,587 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,601 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,614 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,626 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,641 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:30,656 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,672 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,687 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,700 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,715 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,730 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,743 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,758 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:56:30,773 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 20:56:30,788 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:30,803 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:30,815 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 20:56:30,829 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,844 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:30,859 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:30,873 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,886 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,901 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,919 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:30,932 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,943 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,958 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,973 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:30,988 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,003 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,016 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,031 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,045 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,059 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,074 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,089 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,104 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,120 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,136 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,150 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,164 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,179 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,192 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,206 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,222 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,237 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,250 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,265 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,276 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,292 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,307 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,322 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,335 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,351 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,367 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,382 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,394 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,409 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,424 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,435 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,450 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,465 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,480 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,493 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,506 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,521 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,535 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,550 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,563 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,578 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,591 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,604 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,619 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,634 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,648 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,663 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,680 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,693 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,709 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,724 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:31,739 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,754 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,768 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,782 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,798 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,813 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:31,829 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,842 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,855 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,871 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,886 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,899 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,913 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,928 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:31,944 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,959 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,974 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:31,989 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,005 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,018 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,033 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,048 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,061 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,076 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 20:56:32,091 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,106 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,121 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,136 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,152 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,166 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,180 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,195 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,210 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,225 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,239 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,254 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,269 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,281 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,295 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,309 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,325 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,339 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,354 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,370 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,385 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,400 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,414 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:32,429 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:32,444 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:32,457 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,470 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,483 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,496 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,509 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,524 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,539 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,552 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,565 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,580 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,592 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,606 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,621 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 20:56:32,636 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:32,651 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:32,666 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:32,679 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:32,693 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:32,708 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:32,722 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,738 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,753 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:32,769 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,783 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,798 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,814 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,828 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,843 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:32,856 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,871 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,886 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,901 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,916 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,929 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:32,944 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:32,959 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:32,974 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:32,989 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 20:56:33,004 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,019 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,034 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,044 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,058 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,071 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,084 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,101 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,116 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,131 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,144 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,159 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,173 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,188 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,203 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,218 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,234 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,247 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,262 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,278 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,292 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,307 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,322 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,335 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,349 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,361 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,376 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,391 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 20:56:33,406 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,421 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,434 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,447 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,460 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 20:56:33,475 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,489 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,501 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,515 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,530 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,545 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,561 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,574 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,590 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,607 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,623 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,638 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 20:56:33,653 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,661 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,676 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,689 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,703 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 20:56:33,718 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:33,734 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 20:56:33,748 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:33,764 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:33,780 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:33,795 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:33,811 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,825 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,840 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,857 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,872 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,888 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,903 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,920 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,933 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,947 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,962 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,977 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:33,990 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,003 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:34,018 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,033 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,048 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 20:56:34,062 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,077 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,091 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,106 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,118 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,133 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,146 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,162 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,178 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,193 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,208 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,221 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,236 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,251 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,266 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,281 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,296 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,312 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,327 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,340 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,355 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,368 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,383 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,398 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,413 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,428 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,443 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,457 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,467 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,481 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,494 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,509 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,523 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,538 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,553 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,564 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,574 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,591 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,606 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,621 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,634 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,649 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,664 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,677 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,691 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,706 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,720 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,735 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:34,747 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,762 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,776 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,791 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,804 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,818 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,833 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,847 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,862 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,875 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,888 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 20:56:34,902 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 20:56:34,918 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 20:56:51,692 semantic_segmentation INFO: Iters: 119210/150000 || Lr: 0.004810 || Task Loss: 0.3958 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:33 || Estimated Time: 15:01:17
2023-07-26 20:57:08,702 semantic_segmentation INFO: Iters: 119220/150000 || Lr: 0.004808 || Task Loss: 0.3865 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:50 || Estimated Time: 15:01:00
2023-07-26 20:57:25,755 semantic_segmentation INFO: Iters: 119230/150000 || Lr: 0.004807 || Task Loss: 0.4401 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:08 || Estimated Time: 15:00:42
2023-07-26 20:57:42,838 semantic_segmentation INFO: Iters: 119240/150000 || Lr: 0.004806 || Task Loss: 0.3626 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:25 || Estimated Time: 15:00:24
2023-07-26 20:58:00,019 semantic_segmentation INFO: Iters: 119250/150000 || Lr: 0.004804 || Task Loss: 0.3790 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:42 || Estimated Time: 15:00:06
2023-07-26 20:58:17,095 semantic_segmentation INFO: Iters: 119260/150000 || Lr: 0.004803 || Task Loss: 0.2792 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:59 || Estimated Time: 14:59:49
2023-07-26 20:58:34,170 semantic_segmentation INFO: Iters: 119270/150000 || Lr: 0.004801 || Task Loss: 0.4035 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:16 || Estimated Time: 14:59:31
2023-07-26 20:58:51,271 semantic_segmentation INFO: Iters: 119280/150000 || Lr: 0.004800 || Task Loss: 0.4068 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:33 || Estimated Time: 14:59:13
2023-07-26 20:59:08,664 semantic_segmentation INFO: Iters: 119290/150000 || Lr: 0.004799 || Task Loss: 0.3830 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:50 || Estimated Time: 14:58:56
2023-07-26 20:59:25,750 semantic_segmentation INFO: Iters: 119300/150000 || Lr: 0.004797 || Task Loss: 0.3730 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:08 || Estimated Time: 14:58:38
2023-07-26 20:59:42,782 semantic_segmentation INFO: Iters: 119310/150000 || Lr: 0.004796 || Task Loss: 0.4184 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:25 || Estimated Time: 14:58:20
2023-07-26 20:59:59,828 semantic_segmentation INFO: Iters: 119320/150000 || Lr: 0.004794 || Task Loss: 0.4554 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:42 || Estimated Time: 14:58:03
2023-07-26 21:00:16,683 semantic_segmentation INFO: Iters: 119330/150000 || Lr: 0.004793 || Task Loss: 0.4659 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:58 || Estimated Time: 14:57:45
2023-07-26 21:00:33,912 semantic_segmentation INFO: Iters: 119340/150000 || Lr: 0.004792 || Task Loss: 0.3569 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:13:16 || Estimated Time: 14:57:27
2023-07-26 21:00:51,352 semantic_segmentation INFO: Iters: 119350/150000 || Lr: 0.004790 || Task Loss: 0.4247 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:13:33 || Estimated Time: 14:57:10
2023-07-26 21:01:08,361 semantic_segmentation INFO: Iters: 119360/150000 || Lr: 0.004789 || Task Loss: 0.3626 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:13:50 || Estimated Time: 14:56:52
2023-07-26 21:01:25,395 semantic_segmentation INFO: Iters: 119370/150000 || Lr: 0.004787 || Task Loss: 0.2588 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:07 || Estimated Time: 14:56:34
2023-07-26 21:01:42,300 semantic_segmentation INFO: Iters: 119380/150000 || Lr: 0.004786 || Task Loss: 0.3492 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:24 || Estimated Time: 14:56:17
2023-07-26 21:01:59,291 semantic_segmentation INFO: Iters: 119390/150000 || Lr: 0.004785 || Task Loss: 0.4780 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:41 || Estimated Time: 14:55:59
2023-07-26 21:02:16,361 semantic_segmentation INFO: Iters: 119400/150000 || Lr: 0.004783 || Task Loss: 0.4896 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:58 || Estimated Time: 14:55:41
2023-07-26 21:02:33,364 semantic_segmentation INFO: Iters: 119410/150000 || Lr: 0.004782 || Task Loss: 0.3410 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:15 || Estimated Time: 14:55:24
2023-07-26 21:02:50,304 semantic_segmentation INFO: Iters: 119420/150000 || Lr: 0.004780 || Task Loss: 0.4999 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:32 || Estimated Time: 14:55:06
2023-07-26 21:03:07,342 semantic_segmentation INFO: Iters: 119430/150000 || Lr: 0.004779 || Task Loss: 0.3445 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:49 || Estimated Time: 14:54:48
2023-07-26 21:03:24,274 semantic_segmentation INFO: Iters: 119440/150000 || Lr: 0.004777 || Task Loss: 0.4497 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:06 || Estimated Time: 14:54:30
2023-07-26 21:03:41,874 semantic_segmentation INFO: Iters: 119450/150000 || Lr: 0.004776 || Task Loss: 0.3857 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:24 || Estimated Time: 14:54:13
2023-07-26 21:03:58,836 semantic_segmentation INFO: Iters: 119460/150000 || Lr: 0.004775 || Task Loss: 0.3267 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:41 || Estimated Time: 14:53:55
2023-07-26 21:04:15,833 semantic_segmentation INFO: Iters: 119470/150000 || Lr: 0.004773 || Task Loss: 0.2803 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:58 || Estimated Time: 14:53:37
2023-07-26 21:04:32,869 semantic_segmentation INFO: Iters: 119480/150000 || Lr: 0.004772 || Task Loss: 0.4176 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:15 || Estimated Time: 14:53:20
2023-07-26 21:04:49,877 semantic_segmentation INFO: Iters: 119490/150000 || Lr: 0.004770 || Task Loss: 0.3463 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:32 || Estimated Time: 14:53:02
2023-07-26 21:05:06,874 semantic_segmentation INFO: Iters: 119500/150000 || Lr: 0.004769 || Task Loss: 0.3436 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:49 || Estimated Time: 14:52:44
2023-07-26 21:05:23,886 semantic_segmentation INFO: Iters: 119510/150000 || Lr: 0.004768 || Task Loss: 0.2897 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:06 || Estimated Time: 14:52:27
2023-07-26 21:05:41,303 semantic_segmentation INFO: Iters: 119520/150000 || Lr: 0.004766 || Task Loss: 0.2730 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:23 || Estimated Time: 14:52:09
2023-07-26 21:05:58,253 semantic_segmentation INFO: Iters: 119530/150000 || Lr: 0.004765 || Task Loss: 0.4106 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:40 || Estimated Time: 14:51:51
2023-07-26 21:06:15,294 semantic_segmentation INFO: Iters: 119540/150000 || Lr: 0.004763 || Task Loss: 0.3619 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:57 || Estimated Time: 14:51:34
2023-07-26 21:06:32,809 semantic_segmentation INFO: Iters: 119550/150000 || Lr: 0.004762 || Task Loss: 0.3247 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:19:15 || Estimated Time: 14:51:16
2023-07-26 21:06:49,809 semantic_segmentation INFO: Iters: 119560/150000 || Lr: 0.004761 || Task Loss: 0.4089 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:19:32 || Estimated Time: 14:50:58
2023-07-26 21:07:06,754 semantic_segmentation INFO: Iters: 119570/150000 || Lr: 0.004759 || Task Loss: 0.4017 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:19:49 || Estimated Time: 14:50:41
2023-07-26 21:07:23,784 semantic_segmentation INFO: Iters: 119580/150000 || Lr: 0.004758 || Task Loss: 0.4674 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:06 || Estimated Time: 14:50:23
2023-07-26 21:07:40,825 semantic_segmentation INFO: Iters: 119590/150000 || Lr: 0.004756 || Task Loss: 0.3614 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:23 || Estimated Time: 14:50:05
2023-07-26 21:07:57,796 semantic_segmentation INFO: Iters: 119600/150000 || Lr: 0.004755 || Task Loss: 0.3077 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:40 || Estimated Time: 14:49:47
2023-07-26 21:08:14,852 semantic_segmentation INFO: Iters: 119610/150000 || Lr: 0.004754 || Task Loss: 0.4502 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:57 || Estimated Time: 14:49:30
2023-07-26 21:08:31,903 semantic_segmentation INFO: Iters: 119620/150000 || Lr: 0.004752 || Task Loss: 0.3646 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:14 || Estimated Time: 14:49:12
2023-07-26 21:08:48,848 semantic_segmentation INFO: Iters: 119630/150000 || Lr: 0.004751 || Task Loss: 0.2855 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:31 || Estimated Time: 14:48:54
2023-07-26 21:09:06,026 semantic_segmentation INFO: Iters: 119640/150000 || Lr: 0.004749 || Task Loss: 0.4625 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:48 || Estimated Time: 14:48:37
2023-07-26 21:09:22,954 semantic_segmentation INFO: Iters: 119650/150000 || Lr: 0.004748 || Task Loss: 0.4326 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:05 || Estimated Time: 14:48:19
2023-07-26 21:09:40,015 semantic_segmentation INFO: Iters: 119660/150000 || Lr: 0.004747 || Task Loss: 0.3125 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:22 || Estimated Time: 14:48:01
2023-07-26 21:09:57,073 semantic_segmentation INFO: Iters: 119670/150000 || Lr: 0.004745 || Task Loss: 0.3606 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:39 || Estimated Time: 14:47:44
2023-07-26 21:10:14,108 semantic_segmentation INFO: Iters: 119680/150000 || Lr: 0.004744 || Task Loss: 0.3546 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:56 || Estimated Time: 14:47:26
2023-07-26 21:10:31,182 semantic_segmentation INFO: Iters: 119690/150000 || Lr: 0.004742 || Task Loss: 0.3257 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:13 || Estimated Time: 14:47:08
2023-07-26 21:10:48,484 semantic_segmentation INFO: Iters: 119700/150000 || Lr: 0.004741 || Task Loss: 0.3066 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:30 || Estimated Time: 14:46:51
2023-07-26 21:11:05,369 semantic_segmentation INFO: Iters: 119710/150000 || Lr: 0.004739 || Task Loss: 0.4164 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:47 || Estimated Time: 14:46:33
2023-07-26 21:11:22,320 semantic_segmentation INFO: Iters: 119720/150000 || Lr: 0.004738 || Task Loss: 0.3374 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:04 || Estimated Time: 14:46:15
2023-07-26 21:11:39,918 semantic_segmentation INFO: Iters: 119730/150000 || Lr: 0.004737 || Task Loss: 0.4336 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:22 || Estimated Time: 14:45:58
2023-07-26 21:11:56,833 semantic_segmentation INFO: Iters: 119740/150000 || Lr: 0.004735 || Task Loss: 0.2620 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:39 || Estimated Time: 14:45:40
2023-07-26 21:12:13,696 semantic_segmentation INFO: Iters: 119750/150000 || Lr: 0.004734 || Task Loss: 0.3606 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:55 || Estimated Time: 14:45:22
2023-07-26 21:12:30,755 semantic_segmentation INFO: Iters: 119760/150000 || Lr: 0.004732 || Task Loss: 0.3025 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:13 || Estimated Time: 14:45:04
2023-07-26 21:12:47,909 semantic_segmentation INFO: Iters: 119770/150000 || Lr: 0.004731 || Task Loss: 0.4232 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:30 || Estimated Time: 14:44:47
2023-07-26 21:13:04,836 semantic_segmentation INFO: Iters: 119780/150000 || Lr: 0.004730 || Task Loss: 0.3189 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:47 || Estimated Time: 14:44:29
2023-07-26 21:13:21,838 semantic_segmentation INFO: Iters: 119790/150000 || Lr: 0.004728 || Task Loss: 0.4950 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:04 || Estimated Time: 14:44:11
2023-07-26 21:13:38,890 semantic_segmentation INFO: Iters: 119800/150000 || Lr: 0.004727 || Task Loss: 0.3521 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:21 || Estimated Time: 14:43:54
2023-07-26 21:13:55,970 semantic_segmentation INFO: Iters: 119810/150000 || Lr: 0.004725 || Task Loss: 0.3655 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:38 || Estimated Time: 14:43:36
2023-07-26 21:14:12,974 semantic_segmentation INFO: Iters: 119820/150000 || Lr: 0.004724 || Task Loss: 0.4289 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:55 || Estimated Time: 14:43:18
2023-07-26 21:14:29,969 semantic_segmentation INFO: Iters: 119830/150000 || Lr: 0.004723 || Task Loss: 0.4767 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:12 || Estimated Time: 14:43:01
2023-07-26 21:14:47,026 semantic_segmentation INFO: Iters: 119840/150000 || Lr: 0.004721 || Task Loss: 0.3806 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:29 || Estimated Time: 14:42:43
2023-07-26 21:15:04,096 semantic_segmentation INFO: Iters: 119850/150000 || Lr: 0.004720 || Task Loss: 0.4679 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:46 || Estimated Time: 14:42:25
2023-07-26 21:15:21,034 semantic_segmentation INFO: Iters: 119860/150000 || Lr: 0.004718 || Task Loss: 0.2942 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:03 || Estimated Time: 14:42:08
2023-07-26 21:15:38,035 semantic_segmentation INFO: Iters: 119870/150000 || Lr: 0.004717 || Task Loss: 0.3590 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:20 || Estimated Time: 14:41:50
2023-07-26 21:15:54,959 semantic_segmentation INFO: Iters: 119880/150000 || Lr: 0.004716 || Task Loss: 0.5504 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:37 || Estimated Time: 14:41:32
2023-07-26 21:16:11,955 semantic_segmentation INFO: Iters: 119890/150000 || Lr: 0.004714 || Task Loss: 0.3898 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:54 || Estimated Time: 14:41:14
2023-07-26 21:16:29,018 semantic_segmentation INFO: Iters: 119900/150000 || Lr: 0.004713 || Task Loss: 0.3623 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:11 || Estimated Time: 14:40:57
2023-07-26 21:16:46,012 semantic_segmentation INFO: Iters: 119910/150000 || Lr: 0.004711 || Task Loss: 0.3988 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:28 || Estimated Time: 14:40:39
2023-07-26 21:17:03,278 semantic_segmentation INFO: Iters: 119920/150000 || Lr: 0.004710 || Task Loss: 0.3417 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:45 || Estimated Time: 14:40:21
2023-07-26 21:17:20,247 semantic_segmentation INFO: Iters: 119930/150000 || Lr: 0.004708 || Task Loss: 0.3797 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:02 || Estimated Time: 14:40:04
2023-07-26 21:17:37,156 semantic_segmentation INFO: Iters: 119940/150000 || Lr: 0.004707 || Task Loss: 0.4004 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:19 || Estimated Time: 14:39:46
2023-07-26 21:17:54,264 semantic_segmentation INFO: Iters: 119950/150000 || Lr: 0.004706 || Task Loss: 0.3605 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:36 || Estimated Time: 14:39:28
2023-07-26 21:18:11,276 semantic_segmentation INFO: Iters: 119960/150000 || Lr: 0.004704 || Task Loss: 0.3228 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:53 || Estimated Time: 14:39:11
2023-07-26 21:18:28,482 semantic_segmentation INFO: Iters: 119970/150000 || Lr: 0.004703 || Task Loss: 0.3183 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:31:10 || Estimated Time: 14:38:53
2023-07-26 21:18:45,438 semantic_segmentation INFO: Iters: 119980/150000 || Lr: 0.004701 || Task Loss: 0.3367 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:31:27 || Estimated Time: 14:38:35
2023-07-26 21:19:02,328 semantic_segmentation INFO: Iters: 119990/150000 || Lr: 0.004700 || Task Loss: 0.3970 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:31:44 || Estimated Time: 14:38:17
2023-07-26 21:19:19,489 semantic_segmentation INFO: Iters: 120000/150000 || Lr: 0.004699 || Task Loss: 0.3586 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:01 || Estimated Time: 14:38:00
2023-07-26 21:19:19,721 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 21:19:20,107 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-26 21:19:20,131 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.133
2023-07-26 21:19:20,143 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.149
2023-07-26 21:19:20,157 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.149
2023-07-26 21:19:20,171 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.216
2023-07-26 21:19:20,184 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.262
2023-07-26 21:19:20,198 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.303
2023-07-26 21:19:20,213 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.307
2023-07-26 21:19:20,226 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.349
2023-07-26 21:19:20,240 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.394
2023-07-26 21:19:20,255 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.399
2023-07-26 21:19:20,270 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.441
2023-07-26 21:19:20,282 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.912, mIoU: 0.405
2023-07-26 21:19:20,297 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.382
2023-07-26 21:19:20,311 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.912, mIoU: 0.373
2023-07-26 21:19:20,324 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.914, mIoU: 0.369
2023-07-26 21:19:20,336 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.911, mIoU: 0.365
2023-07-26 21:19:20,349 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.908, mIoU: 0.363
2023-07-26 21:19:20,365 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.910, mIoU: 0.372
2023-07-26 21:19:20,382 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.911, mIoU: 0.415
2023-07-26 21:19:20,397 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.915, mIoU: 0.415
2023-07-26 21:19:20,414 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.915, mIoU: 0.426
2023-07-26 21:19:20,429 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.913, mIoU: 0.457
2023-07-26 21:19:20,446 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.456
2023-07-26 21:19:20,462 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.455
2023-07-26 21:19:20,477 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.462
2023-07-26 21:19:20,492 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.461
2023-07-26 21:19:20,504 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.461
2023-07-26 21:19:20,520 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.449
2023-07-26 21:19:20,536 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.449
2023-07-26 21:19:20,550 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.449
2023-07-26 21:19:20,566 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.448
2023-07-26 21:19:20,581 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.456
2023-07-26 21:19:20,596 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.453
2023-07-26 21:19:20,611 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.466
2023-07-26 21:19:20,626 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.916, mIoU: 0.467
2023-07-26 21:19:20,639 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.470
2023-07-26 21:19:20,652 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.515
2023-07-26 21:19:20,668 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.915, mIoU: 0.507
2023-07-26 21:19:20,680 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.506
2023-07-26 21:19:20,692 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.533
2023-07-26 21:19:20,706 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.533
2023-07-26 21:19:20,720 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.917, mIoU: 0.532
2023-07-26 21:19:20,733 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-26 21:19:20,747 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.918, mIoU: 0.541
2023-07-26 21:19:20,762 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.545
2023-07-26 21:19:20,774 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.550
2023-07-26 21:19:20,787 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.921, mIoU: 0.550
2023-07-26 21:19:20,801 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.554
2023-07-26 21:19:20,817 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.555
2023-07-26 21:19:20,832 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.555
2023-07-26 21:19:20,847 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.555
2023-07-26 21:19:20,860 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-26 21:19:20,875 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-26 21:19:20,890 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.558
2023-07-26 21:19:20,903 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-26 21:19:20,918 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.553
2023-07-26 21:19:20,935 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.552
2023-07-26 21:19:20,948 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.555
2023-07-26 21:19:20,963 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-26 21:19:20,976 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.603
2023-07-26 21:19:20,992 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-26 21:19:21,005 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.600
2023-07-26 21:19:21,023 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-26 21:19:21,037 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.605
2023-07-26 21:19:21,052 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.604
2023-07-26 21:19:21,067 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.605
2023-07-26 21:19:21,081 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.651
2023-07-26 21:19:21,096 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-26 21:19:21,111 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.654
2023-07-26 21:19:21,127 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 21:19:21,141 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 21:19:21,156 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-26 21:19:21,171 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.666
2023-07-26 21:19:21,185 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.668
2023-07-26 21:19:21,200 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-26 21:19:21,214 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-26 21:19:21,224 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 21:19:21,239 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 21:19:21,255 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 21:19:21,268 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 21:19:21,282 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 21:19:21,297 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-26 21:19:21,311 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 21:19:21,326 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 21:19:21,341 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 21:19:21,355 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.634
2023-07-26 21:19:21,369 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.633
2023-07-26 21:19:21,384 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 21:19:21,397 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 21:19:21,413 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.642
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2023-07-26 21:19:27,055 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-26 21:19:27,111 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.916, mIoU: 0.648
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2023-07-26 21:19:27,139 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,155 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,169 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 21:19:27,178 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 21:19:27,194 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 21:19:27,209 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-26 21:19:27,238 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 21:19:27,253 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 21:19:27,267 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 21:19:27,282 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 21:19:27,296 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 21:19:27,312 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 21:19:27,327 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 21:19:27,343 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 21:19:27,358 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 21:19:27,372 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 21:19:27,386 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 21:19:27,401 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 21:19:27,416 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,430 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,444 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,460 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 21:19:27,476 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 21:19:27,491 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 21:19:27,504 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 21:19:27,518 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:19:27,533 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:19:27,548 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:19:27,563 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,578 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,592 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 21:19:27,607 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,622 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:19:27,635 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 21:19:27,651 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 21:19:27,663 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:19:27,678 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:19:27,692 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-26 21:19:27,703 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 21:19:27,716 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 21:19:27,731 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 21:19:27,746 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-26 21:19:27,760 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 21:19:27,775 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 21:19:27,783 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-26 21:19:27,798 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:19:27,814 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,829 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,845 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,859 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:19:27,872 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:19:27,885 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,900 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,915 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,929 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,942 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:19:27,956 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,971 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:27,985 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:19:28,000 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,013 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,029 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,044 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,060 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,073 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,088 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,103 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,116 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,131 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,146 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 21:19:28,161 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-26 21:19:28,219 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-26 21:19:28,275 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-26 21:19:28,302 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-26 21:19:28,330 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-26 21:19:28,360 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,373 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,386 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-26 21:19:28,399 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,414 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,429 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,445 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,459 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,474 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,487 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,502 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,518 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,531 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,546 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,561 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 21:19:28,575 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,590 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,604 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,616 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-26 21:19:28,630 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,645 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,659 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,674 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-26 21:19:28,688 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,700 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:19:28,715 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 21:19:28,729 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 21:19:28,744 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 21:19:28,757 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 21:19:28,771 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 21:19:28,785 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 21:19:28,800 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-26 21:19:28,829 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:19:28,844 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:19:28,858 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:19:28,873 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:19:28,887 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-26 21:19:28,929 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:19:28,944 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-26 21:19:28,972 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:19:28,986 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:19:29,001 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:19:29,016 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:19:29,032 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.918, mIoU: 0.660
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2023-07-26 21:19:29,091 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:19:29,105 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 21:19:29,120 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 21:19:29,135 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 21:19:29,153 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:19:29,168 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-26 21:19:29,183 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 21:19:29,193 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 21:19:29,206 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-26 21:19:29,233 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.660
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2023-07-26 21:19:29,261 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-26 21:19:29,848 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:19:29,862 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:19:29,875 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:19:29,888 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:29,901 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:19:29,914 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:19:29,927 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:19:29,940 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:19:29,952 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:19:29,966 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:19:29,981 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:19:29,993 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,007 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,020 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,031 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,045 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,060 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,075 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,089 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,103 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,118 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,131 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,146 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,161 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,177 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,193 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,208 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,223 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,236 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,249 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,262 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,278 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,295 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,308 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,321 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:30,335 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,350 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,365 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,380 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,394 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,407 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,422 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,435 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,449 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,463 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,477 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,493 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,506 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,521 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,536 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,548 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,561 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:30,576 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,591 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,607 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,622 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:19:30,635 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:19:30,648 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,662 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,675 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,691 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,708 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,721 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,737 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,750 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,766 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,781 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,795 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,807 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,821 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,836 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,848 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,862 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,876 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,890 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,902 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:30,916 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,931 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,947 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,960 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,973 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:30,986 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,000 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,013 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,025 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:31,040 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,054 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,067 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,082 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,096 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:31,111 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:19:31,126 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,138 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,150 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,164 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,176 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,189 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,201 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,216 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,229 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,242 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,255 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,270 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,285 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,300 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,313 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,325 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,339 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,354 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,368 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,383 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:31,395 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:31,408 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,419 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,435 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,450 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,463 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,478 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,488 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,501 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,516 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,530 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:31,543 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:31,558 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:31,571 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,586 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,599 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,614 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:31,627 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,642 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,657 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:31,670 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,687 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,702 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,717 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,733 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,749 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,764 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:31,779 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:31,794 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:31,810 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:31,825 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,838 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,851 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,864 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,880 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:31,893 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,909 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,924 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:31,935 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:31,949 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:31,964 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:31,979 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:31,992 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,007 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,021 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,034 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,048 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,063 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:19:32,078 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:19:32,090 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,102 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,118 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:32,132 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:32,147 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:32,160 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:19:32,174 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,189 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,204 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,219 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,231 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,247 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,260 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,276 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,290 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:19:32,304 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,320 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:19:32,333 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:19:32,348 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,363 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,379 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,394 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,409 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,423 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,438 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,454 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:19:32,468 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,484 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,499 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,508 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,523 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,536 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,550 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,565 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,580 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,593 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,608 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,622 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,636 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,653 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:19:32,668 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:32,681 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,697 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,712 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,727 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:32,740 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:32,755 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:32,770 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,785 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,798 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,813 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,828 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:19:32,842 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:32,856 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,870 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:32,883 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,897 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,910 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,924 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,939 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:32,954 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:32,968 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:32,983 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:32,997 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,010 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,023 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:33,037 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,051 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,064 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,078 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,093 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,108 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,124 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,137 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,150 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,166 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,181 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,194 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,209 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,222 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,238 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,252 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,268 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,284 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,298 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,308 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,324 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,339 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,352 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,366 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,381 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,396 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,409 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,424 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,439 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,454 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,469 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,484 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,501 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,517 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,530 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,545 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,560 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,574 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 21:19:33,587 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,602 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,617 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,632 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,639 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 21:19:33,652 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,665 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,679 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,691 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:33,707 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,722 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,737 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:33,750 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:33,763 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:33,778 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:33,789 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:33,804 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:33,818 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:33,832 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:19:33,847 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,862 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,877 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,889 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,902 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,917 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,932 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:33,947 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:33,962 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,974 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,985 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:33,996 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,008 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,020 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,034 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,047 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,062 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,077 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,092 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,106 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,122 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,137 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,152 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,168 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,183 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,197 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,212 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,227 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,240 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,253 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,268 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,281 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,297 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,310 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,325 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,340 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,358 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,374 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,387 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:19:34,402 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:19:34,417 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,431 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,446 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,459 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,471 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,487 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:19:34,502 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:19:34,517 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:19:34,531 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:19:34,547 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:19:34,562 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:19:34,576 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,591 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,603 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,619 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,629 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,642 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,656 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:19:34,668 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,683 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:19:34,697 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:19:34,712 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,728 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,744 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,759 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:19:34,775 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,787 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,803 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,815 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,830 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,845 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,858 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,873 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,886 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,901 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,916 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:34,931 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:34,946 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:34,961 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:34,975 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:34,988 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,003 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,016 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,029 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,044 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,059 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,073 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,086 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,099 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,114 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,131 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,147 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,160 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,174 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,189 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:35,205 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,220 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,235 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,250 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,265 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,280 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,295 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 21:19:35,310 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,325 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:35,339 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:19:35,353 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,366 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,382 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,396 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,412 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,424 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:19:35,438 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 21:19:35,468 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 21:19:35,509 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:35,523 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:35,539 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:35,554 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:35,569 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:19:35,582 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:19:35,597 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 21:19:35,640 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 21:19:35,725 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:19:35,753 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:19:35,766 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:19:35,782 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:19:35,797 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:19:35,828 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-26 21:19:35,901 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:19:35,916 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:19:35,931 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:19:35,943 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:19:35,956 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:19:35,970 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:19:35,985 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:19:36,000 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-26 21:19:36,155 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:19:36,171 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 21:19:36,201 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 21:19:36,243 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 21:19:36,300 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 21:19:36,330 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 21:19:36,786 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 21:19:37,923 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-26 21:19:38,009 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 21:19:38,023 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 21:19:38,052 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 21:19:38,066 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 21:19:38,208 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-26 21:19:38,282 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 21:19:38,351 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 21:19:38,633 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 21:19:38,787 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-26 21:19:39,001 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-26 21:19:39,891 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-26 21:19:40,735 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 21:19:40,751 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 21:19:57,373 semantic_segmentation INFO: Iters: 120010/150000 || Lr: 0.004697 || Task Loss: 0.3080 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:39 || Estimated Time: 14:37:47
2023-07-26 21:20:14,333 semantic_segmentation INFO: Iters: 120020/150000 || Lr: 0.004696 || Task Loss: 0.3651 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:56 || Estimated Time: 14:37:30
2023-07-26 21:20:31,216 semantic_segmentation INFO: Iters: 120030/150000 || Lr: 0.004694 || Task Loss: 0.2906 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:33:13 || Estimated Time: 14:37:12
2023-07-26 21:20:48,150 semantic_segmentation INFO: Iters: 120040/150000 || Lr: 0.004693 || Task Loss: 0.4740 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:33:30 || Estimated Time: 14:36:54
2023-07-26 21:21:05,003 semantic_segmentation INFO: Iters: 120050/150000 || Lr: 0.004692 || Task Loss: 0.3681 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:33:47 || Estimated Time: 14:36:36
2023-07-26 21:21:21,988 semantic_segmentation INFO: Iters: 120060/150000 || Lr: 0.004690 || Task Loss: 0.4431 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:04 || Estimated Time: 14:36:19
2023-07-26 21:21:38,954 semantic_segmentation INFO: Iters: 120070/150000 || Lr: 0.004689 || Task Loss: 0.3399 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:21 || Estimated Time: 14:36:01
2023-07-26 21:21:55,875 semantic_segmentation INFO: Iters: 120080/150000 || Lr: 0.004687 || Task Loss: 0.2872 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:38 || Estimated Time: 14:35:43
2023-07-26 21:22:12,805 semantic_segmentation INFO: Iters: 120090/150000 || Lr: 0.004686 || Task Loss: 0.2976 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:55 || Estimated Time: 14:35:26
2023-07-26 21:22:29,815 semantic_segmentation INFO: Iters: 120100/150000 || Lr: 0.004685 || Task Loss: 0.3252 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:12 || Estimated Time: 14:35:08
2023-07-26 21:22:46,861 semantic_segmentation INFO: Iters: 120110/150000 || Lr: 0.004683 || Task Loss: 0.2729 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:29 || Estimated Time: 14:34:50
2023-07-26 21:23:03,900 semantic_segmentation INFO: Iters: 120120/150000 || Lr: 0.004682 || Task Loss: 0.2818 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:46 || Estimated Time: 14:34:32
2023-07-26 21:23:20,939 semantic_segmentation INFO: Iters: 120130/150000 || Lr: 0.004680 || Task Loss: 0.4054 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:03 || Estimated Time: 14:34:15
2023-07-26 21:23:37,937 semantic_segmentation INFO: Iters: 120140/150000 || Lr: 0.004679 || Task Loss: 0.4409 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:20 || Estimated Time: 14:33:57
2023-07-26 21:23:55,908 semantic_segmentation INFO: Iters: 120150/150000 || Lr: 0.004677 || Task Loss: 0.4268 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:38 || Estimated Time: 14:33:40
2023-07-26 21:24:12,959 semantic_segmentation INFO: Iters: 120160/150000 || Lr: 0.004676 || Task Loss: 0.6451 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:55 || Estimated Time: 14:33:22
2023-07-26 21:24:30,048 semantic_segmentation INFO: Iters: 120170/150000 || Lr: 0.004675 || Task Loss: 0.3302 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:12 || Estimated Time: 14:33:04
2023-07-26 21:24:47,354 semantic_segmentation INFO: Iters: 120180/150000 || Lr: 0.004673 || Task Loss: 0.4171 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:29 || Estimated Time: 14:32:47
2023-07-26 21:25:04,572 semantic_segmentation INFO: Iters: 120190/150000 || Lr: 0.004672 || Task Loss: 0.3776 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:46 || Estimated Time: 14:32:29
2023-07-26 21:25:21,874 semantic_segmentation INFO: Iters: 120200/150000 || Lr: 0.004670 || Task Loss: 0.4863 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:04 || Estimated Time: 14:32:11
2023-07-26 21:25:39,181 semantic_segmentation INFO: Iters: 120210/150000 || Lr: 0.004669 || Task Loss: 0.3322 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:21 || Estimated Time: 14:31:54
2023-07-26 21:25:56,459 semantic_segmentation INFO: Iters: 120220/150000 || Lr: 0.004668 || Task Loss: 0.5888 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:38 || Estimated Time: 14:31:36
2023-07-26 21:26:13,776 semantic_segmentation INFO: Iters: 120230/150000 || Lr: 0.004666 || Task Loss: 0.3327 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:56 || Estimated Time: 14:31:18
2023-07-26 21:26:31,214 semantic_segmentation INFO: Iters: 120240/150000 || Lr: 0.004665 || Task Loss: 0.5300 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:13 || Estimated Time: 14:31:01
2023-07-26 21:26:48,348 semantic_segmentation INFO: Iters: 120250/150000 || Lr: 0.004663 || Task Loss: 0.3858 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:30 || Estimated Time: 14:30:43
2023-07-26 21:27:05,474 semantic_segmentation INFO: Iters: 120260/150000 || Lr: 0.004662 || Task Loss: 0.3964 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:47 || Estimated Time: 14:30:26
2023-07-26 21:27:22,560 semantic_segmentation INFO: Iters: 120270/150000 || Lr: 0.004661 || Task Loss: 0.3628 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:04 || Estimated Time: 14:30:08
2023-07-26 21:27:39,677 semantic_segmentation INFO: Iters: 120280/150000 || Lr: 0.004659 || Task Loss: 0.2112 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:21 || Estimated Time: 14:29:50
2023-07-26 21:27:56,887 semantic_segmentation INFO: Iters: 120290/150000 || Lr: 0.004658 || Task Loss: 0.3963 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:39 || Estimated Time: 14:29:33
2023-07-26 21:28:13,908 semantic_segmentation INFO: Iters: 120300/150000 || Lr: 0.004656 || Task Loss: 0.3418 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:56 || Estimated Time: 14:29:15
2023-07-26 21:28:31,024 semantic_segmentation INFO: Iters: 120310/150000 || Lr: 0.004655 || Task Loss: 0.4466 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:13 || Estimated Time: 14:28:57
2023-07-26 21:28:48,183 semantic_segmentation INFO: Iters: 120320/150000 || Lr: 0.004653 || Task Loss: 0.3936 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:30 || Estimated Time: 14:28:40
2023-07-26 21:29:05,361 semantic_segmentation INFO: Iters: 120330/150000 || Lr: 0.004652 || Task Loss: 0.5323 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:47 || Estimated Time: 14:28:22
2023-07-26 21:29:22,404 semantic_segmentation INFO: Iters: 120340/150000 || Lr: 0.004651 || Task Loss: 0.3627 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:42:04 || Estimated Time: 14:28:04
2023-07-26 21:29:39,762 semantic_segmentation INFO: Iters: 120350/150000 || Lr: 0.004649 || Task Loss: 0.4037 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:42:22 || Estimated Time: 14:27:47
2023-07-26 21:29:56,829 semantic_segmentation INFO: Iters: 120360/150000 || Lr: 0.004648 || Task Loss: 0.3931 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:42:39 || Estimated Time: 14:27:29
2023-07-26 21:30:13,886 semantic_segmentation INFO: Iters: 120370/150000 || Lr: 0.004646 || Task Loss: 0.3099 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:42:56 || Estimated Time: 14:27:11
2023-07-26 21:30:30,970 semantic_segmentation INFO: Iters: 120380/150000 || Lr: 0.004645 || Task Loss: 0.3072 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:13 || Estimated Time: 14:26:54
2023-07-26 21:30:48,000 semantic_segmentation INFO: Iters: 120390/150000 || Lr: 0.004644 || Task Loss: 0.4581 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:30 || Estimated Time: 14:26:36
2023-07-26 21:31:05,004 semantic_segmentation INFO: Iters: 120400/150000 || Lr: 0.004642 || Task Loss: 0.2790 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:47 || Estimated Time: 14:26:18
2023-07-26 21:31:22,088 semantic_segmentation INFO: Iters: 120410/150000 || Lr: 0.004641 || Task Loss: 0.4809 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:04 || Estimated Time: 14:26:00
2023-07-26 21:31:39,164 semantic_segmentation INFO: Iters: 120420/150000 || Lr: 0.004639 || Task Loss: 0.3698 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:21 || Estimated Time: 14:25:43
2023-07-26 21:31:56,232 semantic_segmentation INFO: Iters: 120430/150000 || Lr: 0.004638 || Task Loss: 0.3903 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:38 || Estimated Time: 14:25:25
2023-07-26 21:32:13,206 semantic_segmentation INFO: Iters: 120440/150000 || Lr: 0.004637 || Task Loss: 0.3376 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:55 || Estimated Time: 14:25:07
2023-07-26 21:32:30,363 semantic_segmentation INFO: Iters: 120450/150000 || Lr: 0.004635 || Task Loss: 0.2608 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:12 || Estimated Time: 14:24:50
2023-07-26 21:32:47,418 semantic_segmentation INFO: Iters: 120460/150000 || Lr: 0.004634 || Task Loss: 0.3905 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:29 || Estimated Time: 14:24:32
2023-07-26 21:33:04,418 semantic_segmentation INFO: Iters: 120470/150000 || Lr: 0.004632 || Task Loss: 0.4442 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:46 || Estimated Time: 14:24:14
2023-07-26 21:33:21,390 semantic_segmentation INFO: Iters: 120480/150000 || Lr: 0.004631 || Task Loss: 0.3458 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:03 || Estimated Time: 14:23:57
2023-07-26 21:33:38,374 semantic_segmentation INFO: Iters: 120490/150000 || Lr: 0.004629 || Task Loss: 0.3236 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:20 || Estimated Time: 14:23:39
2023-07-26 21:33:55,371 semantic_segmentation INFO: Iters: 120500/150000 || Lr: 0.004628 || Task Loss: 0.3776 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:37 || Estimated Time: 14:23:21
2023-07-26 21:34:12,535 semantic_segmentation INFO: Iters: 120510/150000 || Lr: 0.004627 || Task Loss: 0.3034 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:54 || Estimated Time: 14:23:04
2023-07-26 21:34:29,583 semantic_segmentation INFO: Iters: 120520/150000 || Lr: 0.004625 || Task Loss: 0.3245 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:11 || Estimated Time: 14:22:46
2023-07-26 21:34:46,547 semantic_segmentation INFO: Iters: 120530/150000 || Lr: 0.004624 || Task Loss: 0.3374 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:28 || Estimated Time: 14:22:28
2023-07-26 21:35:03,618 semantic_segmentation INFO: Iters: 120540/150000 || Lr: 0.004622 || Task Loss: 0.3811 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:45 || Estimated Time: 14:22:11
2023-07-26 21:35:20,748 semantic_segmentation INFO: Iters: 120550/150000 || Lr: 0.004621 || Task Loss: 0.5495 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:03 || Estimated Time: 14:21:53
2023-07-26 21:35:37,700 semantic_segmentation INFO: Iters: 120560/150000 || Lr: 0.004620 || Task Loss: 0.2659 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:19 || Estimated Time: 14:21:35
2023-07-26 21:35:54,774 semantic_segmentation INFO: Iters: 120570/150000 || Lr: 0.004618 || Task Loss: 0.4183 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:37 || Estimated Time: 14:21:18
2023-07-26 21:36:11,982 semantic_segmentation INFO: Iters: 120580/150000 || Lr: 0.004617 || Task Loss: 0.3948 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:54 || Estimated Time: 14:21:00
2023-07-26 21:36:29,276 semantic_segmentation INFO: Iters: 120590/150000 || Lr: 0.004615 || Task Loss: 0.3287 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:11 || Estimated Time: 14:20:42
2023-07-26 21:36:46,279 semantic_segmentation INFO: Iters: 120600/150000 || Lr: 0.004614 || Task Loss: 0.3685 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:28 || Estimated Time: 14:20:25
2023-07-26 21:37:03,277 semantic_segmentation INFO: Iters: 120610/150000 || Lr: 0.004613 || Task Loss: 0.3475 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:45 || Estimated Time: 14:20:07
2023-07-26 21:37:20,284 semantic_segmentation INFO: Iters: 120620/150000 || Lr: 0.004611 || Task Loss: 0.3691 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:02 || Estimated Time: 14:19:49
2023-07-26 21:37:37,276 semantic_segmentation INFO: Iters: 120630/150000 || Lr: 0.004610 || Task Loss: 0.4354 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:19 || Estimated Time: 14:19:31
2023-07-26 21:37:54,263 semantic_segmentation INFO: Iters: 120640/150000 || Lr: 0.004608 || Task Loss: 0.3164 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:36 || Estimated Time: 14:19:14
2023-07-26 21:38:11,273 semantic_segmentation INFO: Iters: 120650/150000 || Lr: 0.004607 || Task Loss: 0.3902 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:53 || Estimated Time: 14:18:56
2023-07-26 21:38:28,185 semantic_segmentation INFO: Iters: 120660/150000 || Lr: 0.004605 || Task Loss: 0.5220 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:10 || Estimated Time: 14:18:38
2023-07-26 21:38:45,199 semantic_segmentation INFO: Iters: 120670/150000 || Lr: 0.004604 || Task Loss: 0.2789 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:27 || Estimated Time: 14:18:21
2023-07-26 21:39:02,149 semantic_segmentation INFO: Iters: 120680/150000 || Lr: 0.004603 || Task Loss: 0.3311 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:44 || Estimated Time: 14:18:03
2023-07-26 21:39:19,157 semantic_segmentation INFO: Iters: 120690/150000 || Lr: 0.004601 || Task Loss: 0.3205 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:01 || Estimated Time: 14:17:45
2023-07-26 21:39:36,175 semantic_segmentation INFO: Iters: 120700/150000 || Lr: 0.004600 || Task Loss: 0.4372 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:18 || Estimated Time: 14:17:28
2023-07-26 21:39:53,184 semantic_segmentation INFO: Iters: 120710/150000 || Lr: 0.004598 || Task Loss: 0.3801 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:35 || Estimated Time: 14:17:10
2023-07-26 21:40:10,138 semantic_segmentation INFO: Iters: 120720/150000 || Lr: 0.004597 || Task Loss: 0.3940 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:52 || Estimated Time: 14:16:52
2023-07-26 21:40:27,093 semantic_segmentation INFO: Iters: 120730/150000 || Lr: 0.004596 || Task Loss: 0.4175 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:53:09 || Estimated Time: 14:16:34
2023-07-26 21:40:44,403 semantic_segmentation INFO: Iters: 120740/150000 || Lr: 0.004594 || Task Loss: 0.3809 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:53:26 || Estimated Time: 14:16:17
2023-07-26 21:41:01,361 semantic_segmentation INFO: Iters: 120750/150000 || Lr: 0.004593 || Task Loss: 0.2857 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:53:43 || Estimated Time: 14:15:59
2023-07-26 21:41:18,401 semantic_segmentation INFO: Iters: 120760/150000 || Lr: 0.004591 || Task Loss: 0.3093 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:00 || Estimated Time: 14:15:41
2023-07-26 21:41:35,413 semantic_segmentation INFO: Iters: 120770/150000 || Lr: 0.004590 || Task Loss: 0.4319 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:17 || Estimated Time: 14:15:24
2023-07-26 21:41:52,416 semantic_segmentation INFO: Iters: 120780/150000 || Lr: 0.004589 || Task Loss: 0.3567 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:34 || Estimated Time: 14:15:06
2023-07-26 21:42:09,551 semantic_segmentation INFO: Iters: 120790/150000 || Lr: 0.004587 || Task Loss: 0.2734 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:51 || Estimated Time: 14:14:48
2023-07-26 21:42:26,544 semantic_segmentation INFO: Iters: 120800/150000 || Lr: 0.004586 || Task Loss: 0.2405 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:08 || Estimated Time: 14:14:31
2023-07-26 21:42:26,668 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 21:42:27,055 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 21:42:27,067 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 21:42:27,080 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.152
2023-07-26 21:42:27,094 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.153
2023-07-26 21:42:27,108 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.225
2023-07-26 21:42:27,121 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.271
2023-07-26 21:42:27,135 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.312
2023-07-26 21:42:27,150 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.317
2023-07-26 21:42:27,162 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.355
2023-07-26 21:42:27,177 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.400
2023-07-26 21:42:27,191 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.402
2023-07-26 21:42:27,206 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.434
2023-07-26 21:42:27,218 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.408
2023-07-26 21:42:27,231 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.914, mIoU: 0.391
2023-07-26 21:42:27,245 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.379
2023-07-26 21:42:27,258 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.376
2023-07-26 21:42:27,268 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.373
2023-07-26 21:42:27,281 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.370
2023-07-26 21:42:27,296 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.913, mIoU: 0.374
2023-07-26 21:42:27,312 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.417
2023-07-26 21:42:27,326 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.418
2023-07-26 21:42:27,342 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.430
2023-07-26 21:42:27,357 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.459
2023-07-26 21:42:27,373 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.459
2023-07-26 21:42:27,388 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.460
2023-07-26 21:42:27,402 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.459
2023-07-26 21:42:27,417 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.460
2023-07-26 21:42:27,428 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.459
2023-07-26 21:42:27,443 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.447
2023-07-26 21:42:27,458 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.447
2023-07-26 21:42:27,472 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.447
2023-07-26 21:42:27,487 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.446
2023-07-26 21:42:27,502 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.457
2023-07-26 21:42:27,517 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.456
2023-07-26 21:42:27,532 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.474
2023-07-26 21:42:27,547 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.475
2023-07-26 21:42:27,560 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.476
2023-07-26 21:42:27,572 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.520
2023-07-26 21:42:27,588 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.507
2023-07-26 21:42:27,601 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.506
2023-07-26 21:42:27,615 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.533
2023-07-26 21:42:27,629 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.533
2023-07-26 21:42:27,644 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-26 21:42:27,657 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.532
2023-07-26 21:42:27,672 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.540
2023-07-26 21:42:27,688 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-26 21:42:27,702 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.553
2023-07-26 21:42:27,715 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.554
2023-07-26 21:42:27,729 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-26 21:42:27,746 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.553
2023-07-26 21:42:27,762 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.550
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2023-07-26 21:42:27,791 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.548
2023-07-26 21:42:27,807 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.549
2023-07-26 21:42:27,823 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.554
2023-07-26 21:42:27,836 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-26 21:42:27,852 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.548
2023-07-26 21:42:27,870 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.547
2023-07-26 21:42:27,883 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.549
2023-07-26 21:42:27,898 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.595
2023-07-26 21:42:27,911 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.596
2023-07-26 21:42:27,926 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.594
2023-07-26 21:42:27,940 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.593
2023-07-26 21:42:27,958 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-26 21:42:27,971 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.600
2023-07-26 21:42:27,986 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.599
2023-07-26 21:42:28,001 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.600
2023-07-26 21:42:28,014 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-26 21:42:28,029 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-26 21:42:28,043 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-26 21:42:28,059 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-26 21:42:28,072 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-26 21:42:28,087 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.656
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2023-07-26 21:42:28,116 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.658
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2023-07-26 21:42:28,147 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.654
2023-07-26 21:42:28,156 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.652
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2023-07-26 21:42:28,201 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.657
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2023-07-26 21:42:28,262 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.647
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2023-07-26 21:42:28,323 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-26 21:42:28,351 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.652
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2023-07-26 21:42:28,398 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 21:42:28,412 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-26 21:42:28,427 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 21:42:28,440 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-26 21:42:28,511 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-26 21:42:28,894 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-26 21:42:28,924 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.660
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2023-07-26 21:42:30,472 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-26 21:42:30,739 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-26 21:42:31,196 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-26 21:42:31,371 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.913, mIoU: 0.644
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2023-07-26 21:42:32,281 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 21:42:33,163 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 21:42:33,176 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 21:42:33,192 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,204 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,221 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 21:42:33,234 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-26 21:42:33,249 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 21:42:33,264 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 21:42:33,277 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,292 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-26 21:42:33,307 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,320 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,335 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,350 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,364 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 21:42:33,379 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 21:42:33,394 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 21:42:33,409 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,424 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 21:42:33,439 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 21:42:33,484 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 21:42:33,511 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 21:42:33,527 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 21:42:33,542 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 21:42:33,557 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 21:42:33,572 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,585 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,600 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,613 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,624 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,638 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 21:42:33,652 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 21:42:33,667 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,682 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,697 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 21:42:33,713 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 21:42:33,728 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,737 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,748 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-26 21:42:33,761 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-26 21:42:33,774 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 21:42:33,789 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 21:42:33,802 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 21:42:33,817 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,833 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,847 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,862 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,877 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,890 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 21:42:33,905 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-26 21:42:33,920 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 21:42:33,933 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 21:42:33,948 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 21:42:33,960 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 21:42:33,975 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 21:42:33,989 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 21:42:34,004 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 21:42:34,018 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 21:42:34,033 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 21:42:34,043 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 21:42:34,057 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 21:42:34,072 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 21:42:34,087 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 21:42:34,100 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 21:42:34,113 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 21:42:34,127 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 21:42:34,142 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 21:42:34,157 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 21:42:34,172 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 21:42:34,181 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 21:42:34,197 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 21:42:34,212 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 21:42:34,225 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 21:42:34,239 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 21:42:34,254 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 21:42:34,267 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 21:42:34,282 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 21:42:34,295 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 21:42:34,311 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 21:42:34,326 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 21:42:34,342 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 21:42:34,357 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 21:42:34,383 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 21:42:34,397 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 21:42:34,412 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 21:42:34,425 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 21:42:34,439 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 21:42:34,456 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 21:42:34,472 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 21:42:34,487 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 21:42:34,500 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 21:42:34,514 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 21:42:34,530 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 21:42:34,545 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 21:42:34,560 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:42:34,576 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:42:34,589 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:42:34,604 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:42:34,619 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 21:42:34,632 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 21:42:34,647 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 21:42:34,659 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 21:42:34,674 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 21:42:34,686 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 21:42:34,698 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 21:42:34,710 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 21:42:34,725 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:42:34,739 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 21:42:34,754 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:42:34,769 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:42:34,777 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:42:34,792 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,807 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,822 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,836 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,851 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-26 21:42:34,865 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,878 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,893 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,908 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,923 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,936 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,949 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:34,964 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,979 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 21:42:34,994 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 21:42:35,007 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,021 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,037 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,052 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,065 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,080 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 21:42:35,096 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:42:35,109 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 21:42:35,123 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-26 21:42:35,153 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 21:42:35,168 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 21:42:35,181 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-26 21:42:35,211 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 21:42:35,228 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 21:42:35,238 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 21:42:35,253 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 21:42:35,268 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-26 21:42:35,296 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-26 21:42:35,324 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-26 21:42:35,989 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,004 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,018 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,034 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,048 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,063 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,078 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,092 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,107 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 21:42:36,122 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:42:36,137 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:42:36,156 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-26 21:42:36,171 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 21:42:36,186 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,197 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-26 21:42:36,210 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:42:36,225 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 21:42:36,238 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 21:42:36,253 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,267 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,280 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,295 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,311 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,327 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,342 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,355 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,370 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,383 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,397 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,412 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,427 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,442 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 21:42:36,457 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,472 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,485 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 21:42:36,500 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 21:42:36,515 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 21:42:36,528 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,541 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,555 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,570 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,585 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,598 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:36,612 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,628 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,643 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,656 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,669 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,676 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:36,691 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,707 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 21:42:36,722 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,738 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 21:42:36,753 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:36,768 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:36,784 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:36,799 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,812 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,827 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,842 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,857 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,873 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,886 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,899 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,912 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:36,926 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:36,939 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 21:42:36,952 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 21:42:36,965 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 21:42:36,980 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 21:42:36,995 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 21:42:37,007 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 21:42:37,020 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 21:42:37,033 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,045 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,060 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,074 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,089 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,104 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,119 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,135 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,149 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,164 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,180 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,198 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,214 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,230 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 21:42:37,246 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-26 21:42:37,260 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,273 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,287 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,302 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,319 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,332 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,346 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 21:42:37,360 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,375 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,389 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,405 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,419 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,432 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,447 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,459 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,473 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,488 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,502 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,518 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 21:42:37,531 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,547 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,563 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,576 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,589 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,604 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:37,620 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:37,635 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:37,650 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,662 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,676 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:37,690 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:37,703 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:37,718 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:37,736 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,750 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,765 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,778 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,793 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,808 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,822 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,835 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,850 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,865 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,879 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,894 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:37,909 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:37,923 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:37,936 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:37,951 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,966 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,983 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:37,996 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,010 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,022 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,038 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,050 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,063 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,077 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,092 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,105 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:38,120 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,136 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:38,152 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,168 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,182 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,194 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,209 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,223 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,236 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,250 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,266 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,279 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,293 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,307 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,324 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,338 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,354 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,367 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:38,379 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,394 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,409 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,424 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,438 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,451 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,463 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,475 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,490 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,505 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:38,519 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,533 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:38,545 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,558 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,573 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,588 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,600 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,615 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,628 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,643 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,657 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,672 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,684 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:38,699 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:38,714 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:38,727 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:38,742 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,758 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,773 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,789 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,804 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:38,820 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,835 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,850 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,865 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,881 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,895 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,909 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,923 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:38,940 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:38,954 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,970 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,985 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:38,997 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,012 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,028 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,043 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,056 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,071 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,086 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:39,098 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:39,112 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 21:42:39,128 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 21:42:39,142 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 21:42:39,155 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,166 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 21:42:39,183 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,198 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,213 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,226 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,241 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,256 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,271 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,286 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,298 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,313 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 21:42:39,326 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 21:42:39,341 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 21:42:39,355 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 21:42:39,369 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,385 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,398 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 21:42:39,414 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,429 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,445 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,460 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,475 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,490 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,505 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,521 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,536 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,553 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,567 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,577 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,592 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,605 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,620 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,634 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,650 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,663 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,677 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,692 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,706 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,722 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,737 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,750 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,765 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,780 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,794 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,807 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,823 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 21:42:39,837 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,853 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,865 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 21:42:39,880 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:39,895 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:39,907 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:39,921 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:39,936 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:39,949 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:39,963 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:39,976 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:39,990 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,005 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,020 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,035 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,050 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,065 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,079 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,092 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,107 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,120 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,133 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,148 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,163 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,178 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,194 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,207 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,221 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,237 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,252 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,265 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,280 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,293 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,309 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,323 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,339 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,354 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,368 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,377 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,393 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,409 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,423 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,437 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,452 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 21:42:40,468 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,481 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 21:42:40,496 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 21:42:40,511 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 21:42:40,527 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 21:42:40,542 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 21:42:40,557 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 21:42:40,573 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:42:40,589 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:42:40,602 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:42:40,617 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 21:42:40,632 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 21:42:40,646 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:42:40,659 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 21:42:40,674 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,690 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,705 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,712 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,725 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,738 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,750 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 21:42:40,762 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:40,777 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,791 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,806 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 21:42:40,818 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:40,832 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:40,847 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:40,858 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:40,874 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,888 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,903 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,918 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:40,934 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:40,949 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,962 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,976 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:40,991 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,006 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,021 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,036 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,049 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,059 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,071 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,084 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,096 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,110 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 21:42:41,123 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:41,138 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:41,153 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,169 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,183 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,198 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:41,213 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,228 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,244 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,258 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,273 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,288 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,303 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,316 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 21:42:41,329 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,344 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,357 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,372 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,385 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,400 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,415 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,433 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,448 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,462 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,477 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,492 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,507 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,522 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 21:42:41,535 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 21:42:41,548 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 21:42:41,563 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 21:42:41,578 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 21:42:41,593 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 21:42:41,608 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 21:42:41,623 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 21:42:41,638 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 21:42:41,652 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,667 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,680 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,695 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,705 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,718 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,732 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 21:42:41,744 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,758 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,772 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 21:42:41,787 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:41,802 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:41,817 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 21:42:41,832 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,848 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,860 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,876 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,889 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,905 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,920 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,933 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,948 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,961 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:41,976 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:41,992 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,007 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,022 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,037 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,049 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,061 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,076 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,089 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,102 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,117 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,131 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,146 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,158 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,171 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,185 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,200 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,215 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,227 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,240 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,255 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,270 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,285 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,299 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,314 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,328 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,342 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,356 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,371 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,385 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,399 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,413 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,426 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,441 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,456 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,472 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 21:42:42,484 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 21:42:42,499 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:42,514 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,530 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,543 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,559 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,574 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,588 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,604 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,619 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,634 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,647 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,662 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,678 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,691 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:42,706 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:42,719 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 21:42:42,727 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,742 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,757 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,770 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 21:42:42,785 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:42,800 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:42,812 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,826 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,841 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,856 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,871 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,889 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:42:42,904 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:42:42,921 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,936 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,949 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 21:42:42,964 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:42:42,979 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:42,994 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:43,006 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:43,020 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:43,035 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 21:42:43,121 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:42:43,134 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:42:43,150 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-26 21:42:43,252 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:42:43,267 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 21:42:43,280 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-26 21:42:43,308 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 21:42:43,588 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-26 21:42:43,688 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-26 21:42:43,715 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 21:42:44,242 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,257 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,273 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,288 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,300 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,316 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,332 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,347 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,358 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,373 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,388 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,399 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,414 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,429 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,444 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,456 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 21:42:44,469 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,484 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,498 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,513 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,526 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,542 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,554 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,568 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,583 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,598 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,613 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,628 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,644 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,657 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,673 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,687 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,702 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,716 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 21:42:44,730 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,743 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,758 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,773 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 21:42:44,788 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,801 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,814 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,829 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,844 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,856 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,869 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 21:42:44,884 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,899 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,914 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,929 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,944 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,960 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,973 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:44,988 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,003 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,016 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,031 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,046 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,061 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,077 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,091 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:45,106 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,120 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,134 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,148 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,163 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,178 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,192 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,207 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,221 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,234 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,246 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,261 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,276 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,288 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,303 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,318 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,333 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,348 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,363 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,377 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,392 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,405 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,418 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,432 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,446 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:45,459 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,474 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,489 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,503 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,516 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,531 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,542 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,556 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,571 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,587 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,601 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,616 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,629 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,643 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,658 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:45,670 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:45,686 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:45,701 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:45,716 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,730 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,745 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,761 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,776 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,791 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,804 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,819 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:45,834 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,849 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,865 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,878 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,893 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,908 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,922 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,937 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:45,951 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,965 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,980 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:45,991 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:46,005 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:46,017 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 21:42:46,030 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,046 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:46,060 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:46,074 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,086 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,099 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,113 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,129 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,143 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,158 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,173 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,187 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,202 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,218 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,231 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,246 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,261 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,275 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,290 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,301 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,317 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,331 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 21:42:46,346 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,360 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,373 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,386 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,399 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 21:42:46,413 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:46,427 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:46,440 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 21:42:46,452 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:42:46,481 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:42:46,571 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:42:46,623 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:42:46,715 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 21:42:46,745 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:42:46,834 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:42:46,863 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:46,877 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 21:42:46,891 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:42:46,931 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:42:46,962 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 21:42:46,992 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,007 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,022 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,037 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,050 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,065 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,079 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 21:42:47,094 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 21:42:47,110 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 21:42:47,125 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,140 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,153 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,168 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,182 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,197 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,212 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,226 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,241 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,255 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,268 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,282 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,295 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,309 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,324 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,338 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,353 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,368 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,383 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,392 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,407 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,420 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,434 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,449 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,464 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,479 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,490 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,500 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,516 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,531 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,546 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,559 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,574 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,589 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,602 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,617 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,632 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,646 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,660 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,673 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,688 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,702 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,717 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,730 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,744 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,759 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:42:47,773 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,789 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,801 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,815 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,829 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 21:42:47,846 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 21:43:04,892 semantic_segmentation INFO: Iters: 120810/150000 || Lr: 0.004584 || Task Loss: 0.3552 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:47 || Estimated Time: 14:14:18
2023-07-26 21:43:21,702 semantic_segmentation INFO: Iters: 120820/150000 || Lr: 0.004583 || Task Loss: 0.3892 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:03 || Estimated Time: 14:14:00
2023-07-26 21:43:39,056 semantic_segmentation INFO: Iters: 120830/150000 || Lr: 0.004581 || Task Loss: 0.4363 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:21 || Estimated Time: 14:13:43
2023-07-26 21:43:56,092 semantic_segmentation INFO: Iters: 120840/150000 || Lr: 0.004580 || Task Loss: 0.4600 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:38 || Estimated Time: 14:13:25
2023-07-26 21:44:13,092 semantic_segmentation INFO: Iters: 120850/150000 || Lr: 0.004579 || Task Loss: 0.3080 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:55 || Estimated Time: 14:13:07
2023-07-26 21:44:30,182 semantic_segmentation INFO: Iters: 120860/150000 || Lr: 0.004577 || Task Loss: 0.3825 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:12 || Estimated Time: 14:12:50
2023-07-26 21:44:47,197 semantic_segmentation INFO: Iters: 120870/150000 || Lr: 0.004576 || Task Loss: 0.4233 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:29 || Estimated Time: 14:12:32
2023-07-26 21:45:04,320 semantic_segmentation INFO: Iters: 120880/150000 || Lr: 0.004574 || Task Loss: 0.4631 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:46 || Estimated Time: 14:12:14
2023-07-26 21:45:21,324 semantic_segmentation INFO: Iters: 120890/150000 || Lr: 0.004573 || Task Loss: 0.3322 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:03 || Estimated Time: 14:11:57
2023-07-26 21:45:38,370 semantic_segmentation INFO: Iters: 120900/150000 || Lr: 0.004572 || Task Loss: 0.4257 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:20 || Estimated Time: 14:11:39
2023-07-26 21:45:55,324 semantic_segmentation INFO: Iters: 120910/150000 || Lr: 0.004570 || Task Loss: 0.3892 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:37 || Estimated Time: 14:11:21
2023-07-26 21:46:12,309 semantic_segmentation INFO: Iters: 120920/150000 || Lr: 0.004569 || Task Loss: 0.4300 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:54 || Estimated Time: 14:11:04
2023-07-26 21:46:29,360 semantic_segmentation INFO: Iters: 120930/150000 || Lr: 0.004567 || Task Loss: 0.4204 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:11 || Estimated Time: 14:10:46
2023-07-26 21:46:46,292 semantic_segmentation INFO: Iters: 120940/150000 || Lr: 0.004566 || Task Loss: 0.3139 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:28 || Estimated Time: 14:10:28
2023-07-26 21:47:03,274 semantic_segmentation INFO: Iters: 120950/150000 || Lr: 0.004564 || Task Loss: 0.3989 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:45 || Estimated Time: 14:10:11
2023-07-26 21:47:20,210 semantic_segmentation INFO: Iters: 120960/150000 || Lr: 0.004563 || Task Loss: 0.2940 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:02 || Estimated Time: 14:09:53
2023-07-26 21:47:37,159 semantic_segmentation INFO: Iters: 120970/150000 || Lr: 0.004562 || Task Loss: 0.2961 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:19 || Estimated Time: 14:09:35
2023-07-26 21:47:54,094 semantic_segmentation INFO: Iters: 120980/150000 || Lr: 0.004560 || Task Loss: 0.3704 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:36 || Estimated Time: 14:09:17
2023-07-26 21:48:11,098 semantic_segmentation INFO: Iters: 120990/150000 || Lr: 0.004559 || Task Loss: 0.3696 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:53 || Estimated Time: 14:09:00
2023-07-26 21:48:28,091 semantic_segmentation INFO: Iters: 121000/150000 || Lr: 0.004557 || Task Loss: 0.2686 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:10 || Estimated Time: 14:08:42
2023-07-26 21:48:45,120 semantic_segmentation INFO: Iters: 121010/150000 || Lr: 0.004556 || Task Loss: 0.2624 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:27 || Estimated Time: 14:08:24
2023-07-26 21:49:02,079 semantic_segmentation INFO: Iters: 121020/150000 || Lr: 0.004555 || Task Loss: 0.3808 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:44 || Estimated Time: 14:08:07
2023-07-26 21:49:19,050 semantic_segmentation INFO: Iters: 121030/150000 || Lr: 0.004553 || Task Loss: 0.4349 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:01 || Estimated Time: 14:07:49
2023-07-26 21:49:35,948 semantic_segmentation INFO: Iters: 121040/150000 || Lr: 0.004552 || Task Loss: 0.2798 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:18 || Estimated Time: 14:07:31
2023-07-26 21:49:52,885 semantic_segmentation INFO: Iters: 121050/150000 || Lr: 0.004550 || Task Loss: 0.2282 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:35 || Estimated Time: 14:07:14
2023-07-26 21:50:09,724 semantic_segmentation INFO: Iters: 121060/150000 || Lr: 0.004549 || Task Loss: 0.3412 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:52 || Estimated Time: 14:06:56
2023-07-26 21:50:26,637 semantic_segmentation INFO: Iters: 121070/150000 || Lr: 0.004548 || Task Loss: 0.3239 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:08 || Estimated Time: 14:06:38
2023-07-26 21:50:43,460 semantic_segmentation INFO: Iters: 121080/150000 || Lr: 0.004546 || Task Loss: 0.3907 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:25 || Estimated Time: 14:06:20
2023-07-26 21:51:00,459 semantic_segmentation INFO: Iters: 121090/150000 || Lr: 0.004545 || Task Loss: 0.3626 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:42 || Estimated Time: 14:06:03
2023-07-26 21:51:17,406 semantic_segmentation INFO: Iters: 121100/150000 || Lr: 0.004543 || Task Loss: 0.4173 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:59 || Estimated Time: 14:05:45
2023-07-26 21:51:34,301 semantic_segmentation INFO: Iters: 121110/150000 || Lr: 0.004542 || Task Loss: 0.2987 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:16 || Estimated Time: 14:05:27
2023-07-26 21:51:51,206 semantic_segmentation INFO: Iters: 121120/150000 || Lr: 0.004540 || Task Loss: 0.2518 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:33 || Estimated Time: 14:05:09
2023-07-26 21:52:08,253 semantic_segmentation INFO: Iters: 121130/150000 || Lr: 0.004539 || Task Loss: 0.5193 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:50 || Estimated Time: 14:04:52
2023-07-26 21:52:25,211 semantic_segmentation INFO: Iters: 121140/150000 || Lr: 0.004538 || Task Loss: 0.3246 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:05:07 || Estimated Time: 14:04:34
2023-07-26 21:52:42,125 semantic_segmentation INFO: Iters: 121150/150000 || Lr: 0.004536 || Task Loss: 0.3904 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:05:24 || Estimated Time: 14:04:16
2023-07-26 21:52:59,104 semantic_segmentation INFO: Iters: 121160/150000 || Lr: 0.004535 || Task Loss: 0.4446 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:05:41 || Estimated Time: 14:03:59
2023-07-26 21:53:15,979 semantic_segmentation INFO: Iters: 121170/150000 || Lr: 0.004533 || Task Loss: 0.2968 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:05:58 || Estimated Time: 14:03:41
2023-07-26 21:53:32,904 semantic_segmentation INFO: Iters: 121180/150000 || Lr: 0.004532 || Task Loss: 0.3702 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:06:15 || Estimated Time: 14:03:23
2023-07-26 21:53:49,902 semantic_segmentation INFO: Iters: 121190/150000 || Lr: 0.004531 || Task Loss: 0.3750 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:06:32 || Estimated Time: 14:03:06
2023-07-26 21:54:06,717 semantic_segmentation INFO: Iters: 121200/150000 || Lr: 0.004529 || Task Loss: 0.3024 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:06:48 || Estimated Time: 14:02:48
2023-07-26 21:54:23,721 semantic_segmentation INFO: Iters: 121210/150000 || Lr: 0.004528 || Task Loss: 0.3103 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:06 || Estimated Time: 14:02:30
2023-07-26 21:54:40,740 semantic_segmentation INFO: Iters: 121220/150000 || Lr: 0.004526 || Task Loss: 0.3669 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:23 || Estimated Time: 14:02:12
2023-07-26 21:54:57,728 semantic_segmentation INFO: Iters: 121230/150000 || Lr: 0.004525 || Task Loss: 0.3376 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:40 || Estimated Time: 14:01:55
2023-07-26 21:55:14,846 semantic_segmentation INFO: Iters: 121240/150000 || Lr: 0.004523 || Task Loss: 0.2502 || KD Loss: 0.0221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:57 || Estimated Time: 14:01:37
2023-07-26 21:55:31,700 semantic_segmentation INFO: Iters: 121250/150000 || Lr: 0.004522 || Task Loss: 0.3611 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:13 || Estimated Time: 14:01:19
2023-07-26 21:55:48,760 semantic_segmentation INFO: Iters: 121260/150000 || Lr: 0.004521 || Task Loss: 0.4108 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:31 || Estimated Time: 14:01:02
2023-07-26 21:56:05,696 semantic_segmentation INFO: Iters: 121270/150000 || Lr: 0.004519 || Task Loss: 0.3340 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:47 || Estimated Time: 14:00:44
2023-07-26 21:56:22,698 semantic_segmentation INFO: Iters: 121280/150000 || Lr: 0.004518 || Task Loss: 0.4604 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:04 || Estimated Time: 14:00:26
2023-07-26 21:56:39,961 semantic_segmentation INFO: Iters: 121290/150000 || Lr: 0.004516 || Task Loss: 0.3354 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:22 || Estimated Time: 14:00:09
2023-07-26 21:56:56,811 semantic_segmentation INFO: Iters: 121300/150000 || Lr: 0.004515 || Task Loss: 0.2577 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:39 || Estimated Time: 13:59:51
2023-07-26 21:57:13,969 semantic_segmentation INFO: Iters: 121310/150000 || Lr: 0.004514 || Task Loss: 0.4925 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:56 || Estimated Time: 13:59:33
2023-07-26 21:57:31,018 semantic_segmentation INFO: Iters: 121320/150000 || Lr: 0.004512 || Task Loss: 0.2699 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:13 || Estimated Time: 13:59:16
2023-07-26 21:57:48,035 semantic_segmentation INFO: Iters: 121330/150000 || Lr: 0.004511 || Task Loss: 0.3242 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:30 || Estimated Time: 13:58:58
2023-07-26 21:58:05,030 semantic_segmentation INFO: Iters: 121340/150000 || Lr: 0.004509 || Task Loss: 0.3925 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:47 || Estimated Time: 13:58:40
2023-07-26 21:58:22,084 semantic_segmentation INFO: Iters: 121350/150000 || Lr: 0.004508 || Task Loss: 0.4302 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:11:04 || Estimated Time: 13:58:23
2023-07-26 21:58:39,090 semantic_segmentation INFO: Iters: 121360/150000 || Lr: 0.004506 || Task Loss: 0.3369 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:11:21 || Estimated Time: 13:58:05
2023-07-26 21:58:56,209 semantic_segmentation INFO: Iters: 121370/150000 || Lr: 0.004505 || Task Loss: 0.3737 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:11:38 || Estimated Time: 13:57:47
2023-07-26 21:59:13,324 semantic_segmentation INFO: Iters: 121380/150000 || Lr: 0.004504 || Task Loss: 0.3696 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:11:55 || Estimated Time: 13:57:30
2023-07-26 21:59:30,718 semantic_segmentation INFO: Iters: 121390/150000 || Lr: 0.004502 || Task Loss: 0.4521 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:12 || Estimated Time: 13:57:12
2023-07-26 21:59:48,024 semantic_segmentation INFO: Iters: 121400/150000 || Lr: 0.004501 || Task Loss: 0.3625 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:30 || Estimated Time: 13:56:54
2023-07-26 22:00:05,254 semantic_segmentation INFO: Iters: 121410/150000 || Lr: 0.004499 || Task Loss: 0.3696 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:47 || Estimated Time: 13:56:37
2023-07-26 22:00:22,512 semantic_segmentation INFO: Iters: 121420/150000 || Lr: 0.004498 || Task Loss: 0.3017 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:04 || Estimated Time: 13:56:19
2023-07-26 22:00:39,806 semantic_segmentation INFO: Iters: 121430/150000 || Lr: 0.004497 || Task Loss: 0.4441 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:22 || Estimated Time: 13:56:01
2023-07-26 22:00:57,052 semantic_segmentation INFO: Iters: 121440/150000 || Lr: 0.004495 || Task Loss: 0.4700 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:39 || Estimated Time: 13:55:44
2023-07-26 22:01:14,330 semantic_segmentation INFO: Iters: 121450/150000 || Lr: 0.004494 || Task Loss: 0.3569 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:56 || Estimated Time: 13:55:26
2023-07-26 22:01:31,951 semantic_segmentation INFO: Iters: 121460/150000 || Lr: 0.004492 || Task Loss: 0.5140 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:14:14 || Estimated Time: 13:55:09
2023-07-26 22:01:49,130 semantic_segmentation INFO: Iters: 121470/150000 || Lr: 0.004491 || Task Loss: 0.3969 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:14:31 || Estimated Time: 13:54:51
2023-07-26 22:02:06,381 semantic_segmentation INFO: Iters: 121480/150000 || Lr: 0.004489 || Task Loss: 0.2780 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:14:48 || Estimated Time: 13:54:33
2023-07-26 22:02:23,575 semantic_segmentation INFO: Iters: 121490/150000 || Lr: 0.004488 || Task Loss: 0.3533 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:05 || Estimated Time: 13:54:16
2023-07-26 22:02:40,765 semantic_segmentation INFO: Iters: 121500/150000 || Lr: 0.004487 || Task Loss: 0.3199 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:23 || Estimated Time: 13:53:58
2023-07-26 22:02:57,973 semantic_segmentation INFO: Iters: 121510/150000 || Lr: 0.004485 || Task Loss: 0.4335 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:40 || Estimated Time: 13:53:40
2023-07-26 22:03:15,089 semantic_segmentation INFO: Iters: 121520/150000 || Lr: 0.004484 || Task Loss: 0.3745 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:57 || Estimated Time: 13:53:23
2023-07-26 22:03:32,170 semantic_segmentation INFO: Iters: 121530/150000 || Lr: 0.004482 || Task Loss: 0.3019 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:14 || Estimated Time: 13:53:05
2023-07-26 22:03:49,241 semantic_segmentation INFO: Iters: 121540/150000 || Lr: 0.004481 || Task Loss: 0.3680 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:31 || Estimated Time: 13:52:47
2023-07-26 22:04:06,297 semantic_segmentation INFO: Iters: 121550/150000 || Lr: 0.004480 || Task Loss: 0.3510 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:48 || Estimated Time: 13:52:30
2023-07-26 22:04:23,295 semantic_segmentation INFO: Iters: 121560/150000 || Lr: 0.004478 || Task Loss: 0.3305 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:05 || Estimated Time: 13:52:12
2023-07-26 22:04:40,760 semantic_segmentation INFO: Iters: 121570/150000 || Lr: 0.004477 || Task Loss: 0.3221 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:23 || Estimated Time: 13:51:55
2023-07-26 22:04:57,844 semantic_segmentation INFO: Iters: 121580/150000 || Lr: 0.004475 || Task Loss: 0.3743 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:40 || Estimated Time: 13:51:37
2023-07-26 22:05:14,894 semantic_segmentation INFO: Iters: 121590/150000 || Lr: 0.004474 || Task Loss: 0.3520 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:57 || Estimated Time: 13:51:19
2023-07-26 22:05:31,902 semantic_segmentation INFO: Iters: 121600/150000 || Lr: 0.004472 || Task Loss: 0.3696 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:18:14 || Estimated Time: 13:51:02
2023-07-26 22:05:32,032 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 22:05:32,420 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 22:05:32,455 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.133
2023-07-26 22:05:32,467 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.152
2023-07-26 22:05:32,482 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.154
2023-07-26 22:05:32,495 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.227
2023-07-26 22:05:32,507 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.273
2023-07-26 22:05:32,521 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.313
2023-07-26 22:05:32,535 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.318
2023-07-26 22:05:32,547 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.353
2023-07-26 22:05:32,561 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.397
2023-07-26 22:05:32,575 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.399
2023-07-26 22:05:32,590 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.435
2023-07-26 22:05:32,603 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.410
2023-07-26 22:05:32,617 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.391
2023-07-26 22:05:32,632 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.382
2023-07-26 22:05:32,644 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.377
2023-07-26 22:05:32,655 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.375
2023-07-26 22:05:32,667 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.375
2023-07-26 22:05:32,681 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.384
2023-07-26 22:05:32,697 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.428
2023-07-26 22:05:32,712 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.429
2023-07-26 22:05:32,727 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.439
2023-07-26 22:05:32,741 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.471
2023-07-26 22:05:32,757 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.475
2023-07-26 22:05:32,773 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.475
2023-07-26 22:05:32,787 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.474
2023-07-26 22:05:32,802 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.475
2023-07-26 22:05:32,815 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.474
2023-07-26 22:05:32,830 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.460
2023-07-26 22:05:32,845 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.460
2023-07-26 22:05:32,859 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.462
2023-07-26 22:05:32,874 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.462
2023-07-26 22:05:32,889 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.472
2023-07-26 22:05:32,904 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.470
2023-07-26 22:05:32,919 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.494
2023-07-26 22:05:32,934 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.495
2023-07-26 22:05:32,947 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.496
2023-07-26 22:05:32,960 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.540
2023-07-26 22:05:32,976 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.547
2023-07-26 22:05:32,989 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.546
2023-07-26 22:05:33,003 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.572
2023-07-26 22:05:33,018 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.572
2023-07-26 22:05:33,032 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.570
2023-07-26 22:05:33,046 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.570
2023-07-26 22:05:33,061 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.575
2023-07-26 22:05:33,076 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.580
2023-07-26 22:05:33,089 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-26 22:05:33,102 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-26 22:05:33,116 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.590
2023-07-26 22:05:33,132 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.590
2023-07-26 22:05:33,148 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-26 22:05:33,163 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.587
2023-07-26 22:05:33,177 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.585
2023-07-26 22:05:33,192 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.586
2023-07-26 22:05:33,208 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.591
2023-07-26 22:05:33,221 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.588
2023-07-26 22:05:33,237 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-26 22:05:33,254 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.587
2023-07-26 22:05:33,268 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.588
2023-07-26 22:05:33,283 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-26 22:05:33,297 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-26 22:05:33,312 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.635
2023-07-26 22:05:33,325 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-26 22:05:33,343 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-26 22:05:33,356 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.638
2023-07-26 22:05:33,371 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-26 22:05:33,386 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-26 22:05:33,400 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-26 22:05:33,416 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-26 22:05:33,431 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-26 22:05:33,448 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-26 22:05:33,461 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-26 22:05:33,477 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-26 22:05:33,492 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-26 22:05:33,508 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.697
2023-07-26 22:05:33,523 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.692
2023-07-26 22:05:33,539 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-26 22:05:33,548 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:33,564 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:33,581 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:33,594 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 22:05:33,609 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 22:05:33,624 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:33,640 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:33,655 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 22:05:33,671 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 22:05:33,686 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-26 22:05:33,701 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-26 22:05:33,716 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 22:05:33,729 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 22:05:33,744 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 22:05:33,759 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 22:05:33,774 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 22:05:33,789 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 22:05:33,805 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 22:05:33,820 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 22:05:33,833 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 22:05:33,847 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 22:05:33,862 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 22:05:33,876 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 22:05:33,891 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 22:05:33,905 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 22:05:33,919 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 22:05:33,934 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 22:05:33,949 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 22:05:33,962 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 22:05:33,977 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 22:05:33,992 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 22:05:34,005 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 22:05:34,018 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 22:05:34,031 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 22:05:34,044 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 22:05:34,059 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 22:05:34,074 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 22:05:34,090 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 22:05:34,103 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 22:05:34,116 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 22:05:34,132 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 22:05:34,145 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 22:05:34,160 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 22:05:34,175 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 22:05:34,189 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 22:05:34,202 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 22:05:34,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 22:05:34,234 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-26 22:05:34,244 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-26 22:05:34,256 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 22:05:34,273 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 22:05:34,282 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 22:05:34,296 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 22:05:34,312 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 22:05:34,328 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 22:05:34,341 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 22:05:34,357 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:34,371 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:34,384 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 22:05:34,400 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 22:05:34,414 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 22:05:34,429 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 22:05:34,442 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 22:05:34,458 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 22:05:34,473 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 22:05:34,489 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 22:05:34,505 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 22:05:34,520 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 22:05:34,535 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 22:05:34,550 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 22:05:34,565 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 22:05:34,576 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 22:05:34,591 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 22:05:34,606 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 22:05:34,620 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 22:05:34,634 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 22:05:34,647 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 22:05:34,661 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 22:05:34,676 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 22:05:34,691 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 22:05:34,707 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 22:05:34,722 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 22:05:37,613 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 22:05:37,717 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-26 22:05:37,833 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-26 22:05:37,877 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-26 22:05:40,431 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,446 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-26 22:05:40,521 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,534 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-26 22:05:40,594 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,607 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 22:05:40,623 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 22:05:40,638 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:40,655 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:40,665 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,680 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-26 22:05:40,695 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-26 22:05:40,723 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 22:05:40,736 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,750 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,766 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,781 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,794 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,807 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 22:05:40,820 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 22:05:40,835 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,850 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,866 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,880 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-26 22:05:40,896 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,909 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,924 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,940 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,953 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,968 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:40,983 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-26 22:05:40,998 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,013 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,028 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,039 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,054 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,069 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,083 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,097 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,112 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,124 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,138 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,153 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,168 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 22:05:41,181 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:41,196 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:41,211 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:41,226 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:41,241 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:41,257 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:41,272 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:41,287 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:41,302 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:41,316 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:41,329 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:41,344 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:41,359 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,374 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,387 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,402 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,416 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,430 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,445 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,461 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,475 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,490 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,505 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,519 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,533 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 22:05:41,547 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 22:05:41,561 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 22:05:41,579 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 22:05:41,594 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 22:05:41,609 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 22:05:41,620 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 22:05:41,633 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,648 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,661 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,676 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,689 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,702 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,718 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,734 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:41,749 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:41,765 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 22:05:41,778 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,792 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,805 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,819 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,834 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,849 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,864 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,879 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,894 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 22:05:41,906 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-26 22:05:41,921 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:41,936 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:05:41,948 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,961 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,975 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-26 22:05:41,991 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-26 22:05:42,021 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-26 22:05:42,067 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-26 22:05:42,133 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-26 22:05:42,195 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-26 22:05:42,226 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,238 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,253 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,267 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,282 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,297 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,310 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,323 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 22:05:42,335 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-26 22:05:42,362 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 22:05:42,375 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 22:05:42,388 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 22:05:42,403 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 22:05:42,419 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 22:05:42,431 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-26 22:05:42,460 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 22:05:42,471 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 22:05:42,487 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:42,502 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:42,518 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:42,533 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:42,549 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-26 22:05:42,577 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-26 22:05:42,656 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:42,671 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-26 22:05:42,781 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-26 22:05:42,827 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-26 22:05:43,049 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-26 22:05:43,090 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-26 22:05:43,130 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:43,144 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-26 22:05:43,188 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-26 22:05:43,215 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,230 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,243 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,256 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,271 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,286 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,299 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,314 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,329 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,343 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,356 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,371 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,386 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,403 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,416 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,430 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,443 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,459 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,472 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,485 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,500 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,515 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,528 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,544 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,560 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,575 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:43,591 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:43,604 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:43,617 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:43,631 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:43,644 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:43,657 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,671 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,686 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,700 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,713 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,727 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,742 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,757 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,773 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,786 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,799 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,814 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,829 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,845 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:43,860 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:43,873 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:43,886 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,897 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,913 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,929 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,943 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,957 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:43,968 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,982 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:43,997 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:44,012 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:44,025 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:44,040 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:44,054 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:44,070 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:44,083 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:44,099 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 22:05:44,113 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:44,128 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 22:05:44,143 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:44,156 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,172 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,187 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,203 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,218 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,233 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,248 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,263 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,277 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,291 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,306 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,319 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,332 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,345 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,361 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,374 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,390 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,405 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,416 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,430 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,446 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,461 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,474 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,490 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,504 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,517 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,532 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,547 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,562 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,575 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,587 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,604 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,619 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,634 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,647 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,662 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,677 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 22:05:44,692 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 22:05:44,707 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 22:05:44,721 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,736 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,749 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,764 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,778 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 22:05:44,791 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,806 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,820 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 22:05:44,834 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,849 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,864 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,879 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,894 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,909 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:44,923 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,940 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,954 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,970 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:44,985 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:44,995 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,009 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,022 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,038 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,053 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,068 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,081 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,096 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,111 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 22:05:45,125 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,141 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,157 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,170 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,186 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,201 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,215 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,228 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,243 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,258 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,273 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,286 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,301 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,316 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,330 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 22:05:45,344 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:45,359 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:45,372 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:45,386 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:45,399 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,414 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,429 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,444 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 22:05:45,459 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,474 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,489 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:45,502 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:45,515 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:45,530 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:45,543 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:45,556 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:45,571 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:45,585 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,600 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,616 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,628 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,641 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,657 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,672 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,685 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,700 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,713 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,729 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,743 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,760 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,775 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,790 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:45,799 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,815 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,830 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,843 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,857 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,872 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,887 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:45,900 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:45,915 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:45,931 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:45,947 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:45,962 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:45,977 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:45,994 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,010 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,023 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,038 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,054 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,068 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:05:46,081 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,096 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,111 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,126 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,133 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,146 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,159 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:46,172 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,183 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,198 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,213 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,228 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,239 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:46,252 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,267 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,277 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:46,293 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,306 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,321 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,336 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,351 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,366 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,378 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,391 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,406 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,421 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,436 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,451 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,464 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,474 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,485 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,498 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,509 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,524 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,537 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:46,551 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,567 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,582 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,595 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:46,610 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 22:05:46,625 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,639 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,654 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,668 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,682 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,696 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,712 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,725 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,739 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,754 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,767 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,783 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,797 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,812 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:46,827 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,845 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,861 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,875 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,891 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,905 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,920 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,935 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:46,947 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:46,960 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:46,975 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:46,990 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,004 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 22:05:47,019 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 22:05:47,034 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 22:05:47,049 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 22:05:47,063 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,078 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,090 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,105 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,115 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,128 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,143 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 22:05:47,155 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:05:47,170 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 22:05:47,185 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,200 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,216 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,231 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,246 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,261 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,274 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,289 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,302 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,317 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,331 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,344 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,359 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,372 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,386 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,401 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,416 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,431 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,445 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,458 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,470 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,485 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,498 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,511 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,526 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,541 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,556 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,569 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,583 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,598 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,614 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,630 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,643 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,657 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,672 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,687 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,702 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,717 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,732 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 22:05:47,747 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,761 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,775 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,791 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 22:05:47,805 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 22:05:47,819 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,834 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,846 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,861 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,876 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:47,891 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 22:05:47,903 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 22:05:47,918 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:47,933 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:47,949 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:47,962 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:47,977 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:47,992 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:48,007 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:48,023 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:48,038 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:48,053 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 22:05:48,066 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,081 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,097 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,110 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:48,125 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-26 22:05:48,138 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 22:05:48,146 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,161 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,176 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,189 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:48,205 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,220 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,233 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,246 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,261 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,275 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,290 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,307 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,321 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,338 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,352 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,366 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,381 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 22:05:48,411 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,423 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,436 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:48,451 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,466 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,481 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,496 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 22:05:48,551 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,566 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,582 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,596 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,611 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,624 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,639 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,653 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,668 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,682 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,695 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,710 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,723 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,736 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,748 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,764 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,779 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,794 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-26 22:05:48,820 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,833 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:48,849 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:48,865 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:48,878 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:48,910 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,925 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:48,953 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,968 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:48,981 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:48,995 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:49,008 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:49,021 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-26 22:05:49,132 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:49,147 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:49,161 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,192 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-26 22:05:49,218 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,275 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-26 22:05:49,420 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-26 22:05:49,447 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,622 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,662 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,693 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:49,708 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:49,721 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:49,736 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-26 22:05:49,849 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-26 22:05:49,933 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 22:05:49,962 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:49,975 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:49,988 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:50,003 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:50,018 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,033 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 22:05:50,047 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,063 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,076 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,091 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,106 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,121 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,136 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:05:50,149 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,162 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,178 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,193 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,208 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,220 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,233 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,248 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:50,263 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:50,276 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,289 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,303 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 22:05:50,333 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 22:05:50,362 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,377 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:50,390 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:50,404 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,420 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,433 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-26 22:05:50,493 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:50,508 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:50,523 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:50,538 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 22:05:50,568 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:50,583 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 22:05:50,612 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 22:05:50,642 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 22:05:50,667 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 22:05:50,782 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 22:05:51,294 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:51,308 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:51,323 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:05:51,338 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:51,353 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:05:51,367 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-26 22:05:51,408 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-26 22:05:51,435 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-26 22:05:51,495 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 22:05:51,520 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,534 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,549 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,563 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,578 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,593 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,606 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,621 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,636 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,649 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,663 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,678 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,691 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,706 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,717 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,732 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:05:51,747 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,761 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,776 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,789 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,802 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,816 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,831 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,846 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,859 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,872 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,887 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,903 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,918 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,931 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,946 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:51,963 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,979 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:51,994 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,009 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,017 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,033 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,045 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,058 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,073 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,088 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:05:52,103 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:52,118 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:52,133 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:52,148 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:05:52,163 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,176 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,190 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,206 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,221 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,236 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,251 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,269 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,282 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,297 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,312 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,327 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,340 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,354 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,369 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,384 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,400 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:05:52,415 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:52,430 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,445 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,460 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,473 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,487 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,500 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,515 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,530 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,545 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,559 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,572 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,587 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:05:52,601 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,615 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,630 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:05:52,644 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,659 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,674 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,687 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,701 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,714 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,729 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,744 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,758 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,773 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,788 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,802 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,811 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,826 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,839 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,854 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,869 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,884 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,899 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,910 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,920 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,936 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,951 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,966 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,979 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:52,994 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,009 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,022 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,037 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,051 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,065 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,080 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,093 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,108 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:05:53,123 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,138 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,151 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,166 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,180 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,195 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,211 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,224 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,238 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,253 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:05:53,270 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:06:10,213 semantic_segmentation INFO: Iters: 121610/150000 || Lr: 0.004471 || Task Loss: 0.3271 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:18:52 || Estimated Time: 13:50:49
2023-07-26 22:06:27,129 semantic_segmentation INFO: Iters: 121620/150000 || Lr: 0.004470 || Task Loss: 0.4666 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:09 || Estimated Time: 13:50:31
2023-07-26 22:06:44,072 semantic_segmentation INFO: Iters: 121630/150000 || Lr: 0.004468 || Task Loss: 0.4726 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:26 || Estimated Time: 13:50:13
2023-07-26 22:07:01,169 semantic_segmentation INFO: Iters: 121640/150000 || Lr: 0.004467 || Task Loss: 0.4209 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:43 || Estimated Time: 13:49:56
2023-07-26 22:07:18,621 semantic_segmentation INFO: Iters: 121650/150000 || Lr: 0.004465 || Task Loss: 0.4274 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:00 || Estimated Time: 13:49:38
2023-07-26 22:07:35,604 semantic_segmentation INFO: Iters: 121660/150000 || Lr: 0.004464 || Task Loss: 0.4059 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:17 || Estimated Time: 13:49:20
2023-07-26 22:07:52,830 semantic_segmentation INFO: Iters: 121670/150000 || Lr: 0.004463 || Task Loss: 0.5490 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:35 || Estimated Time: 13:49:03
2023-07-26 22:08:10,031 semantic_segmentation INFO: Iters: 121680/150000 || Lr: 0.004461 || Task Loss: 0.3468 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:52 || Estimated Time: 13:48:45
2023-07-26 22:08:27,202 semantic_segmentation INFO: Iters: 121690/150000 || Lr: 0.004460 || Task Loss: 0.3405 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:09 || Estimated Time: 13:48:28
2023-07-26 22:08:44,307 semantic_segmentation INFO: Iters: 121700/150000 || Lr: 0.004458 || Task Loss: 0.3279 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:26 || Estimated Time: 13:48:10
2023-07-26 22:09:01,406 semantic_segmentation INFO: Iters: 121710/150000 || Lr: 0.004457 || Task Loss: 0.3313 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:43 || Estimated Time: 13:47:52
2023-07-26 22:09:19,092 semantic_segmentation INFO: Iters: 121720/150000 || Lr: 0.004455 || Task Loss: 0.4916 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:01 || Estimated Time: 13:47:35
2023-07-26 22:09:36,033 semantic_segmentation INFO: Iters: 121730/150000 || Lr: 0.004454 || Task Loss: 0.3311 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:18 || Estimated Time: 13:47:17
2023-07-26 22:09:53,309 semantic_segmentation INFO: Iters: 121740/150000 || Lr: 0.004453 || Task Loss: 0.3569 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:35 || Estimated Time: 13:46:59
2023-07-26 22:10:10,809 semantic_segmentation INFO: Iters: 121750/150000 || Lr: 0.004451 || Task Loss: 0.5502 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:53 || Estimated Time: 13:46:42
2023-07-26 22:10:27,824 semantic_segmentation INFO: Iters: 121760/150000 || Lr: 0.004450 || Task Loss: 0.4661 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:10 || Estimated Time: 13:46:24
2023-07-26 22:10:44,994 semantic_segmentation INFO: Iters: 121770/150000 || Lr: 0.004448 || Task Loss: 0.4244 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:27 || Estimated Time: 13:46:06
2023-07-26 22:11:02,209 semantic_segmentation INFO: Iters: 121780/150000 || Lr: 0.004447 || Task Loss: 0.3766 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:44 || Estimated Time: 13:45:49
2023-07-26 22:11:19,308 semantic_segmentation INFO: Iters: 121790/150000 || Lr: 0.004446 || Task Loss: 0.3311 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:01 || Estimated Time: 13:45:31
2023-07-26 22:11:36,509 semantic_segmentation INFO: Iters: 121800/150000 || Lr: 0.004444 || Task Loss: 0.4430 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:18 || Estimated Time: 13:45:13
2023-07-26 22:11:53,608 semantic_segmentation INFO: Iters: 121810/150000 || Lr: 0.004443 || Task Loss: 0.3562 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:35 || Estimated Time: 13:44:56
2023-07-26 22:12:10,731 semantic_segmentation INFO: Iters: 121820/150000 || Lr: 0.004441 || Task Loss: 0.4126 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:53 || Estimated Time: 13:44:38
2023-07-26 22:12:28,286 semantic_segmentation INFO: Iters: 121830/150000 || Lr: 0.004440 || Task Loss: 0.3709 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:10 || Estimated Time: 13:44:21
2023-07-26 22:12:45,431 semantic_segmentation INFO: Iters: 121840/150000 || Lr: 0.004438 || Task Loss: 0.2993 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:27 || Estimated Time: 13:44:03
2023-07-26 22:13:02,657 semantic_segmentation INFO: Iters: 121850/150000 || Lr: 0.004437 || Task Loss: 0.4705 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:44 || Estimated Time: 13:43:45
2023-07-26 22:13:20,042 semantic_segmentation INFO: Iters: 121860/150000 || Lr: 0.004436 || Task Loss: 0.3978 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:02 || Estimated Time: 13:43:28
2023-07-26 22:13:37,358 semantic_segmentation INFO: Iters: 121870/150000 || Lr: 0.004434 || Task Loss: 0.3508 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:19 || Estimated Time: 13:43:10
2023-07-26 22:13:54,555 semantic_segmentation INFO: Iters: 121880/150000 || Lr: 0.004433 || Task Loss: 0.3160 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:36 || Estimated Time: 13:42:52
2023-07-26 22:14:11,688 semantic_segmentation INFO: Iters: 121890/150000 || Lr: 0.004431 || Task Loss: 0.4304 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:53 || Estimated Time: 13:42:35
2023-07-26 22:14:28,897 semantic_segmentation INFO: Iters: 121900/150000 || Lr: 0.004430 || Task Loss: 0.3515 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:27:11 || Estimated Time: 13:42:17
2023-07-26 22:14:46,179 semantic_segmentation INFO: Iters: 121910/150000 || Lr: 0.004429 || Task Loss: 0.3544 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:27:28 || Estimated Time: 13:42:00
2023-07-26 22:15:03,708 semantic_segmentation INFO: Iters: 121920/150000 || Lr: 0.004427 || Task Loss: 0.2751 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:27:45 || Estimated Time: 13:41:42
2023-07-26 22:15:20,905 semantic_segmentation INFO: Iters: 121930/150000 || Lr: 0.004426 || Task Loss: 0.3404 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:03 || Estimated Time: 13:41:24
2023-07-26 22:15:38,096 semantic_segmentation INFO: Iters: 121940/150000 || Lr: 0.004424 || Task Loss: 0.3523 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:20 || Estimated Time: 13:41:07
2023-07-26 22:15:55,331 semantic_segmentation INFO: Iters: 121950/150000 || Lr: 0.004423 || Task Loss: 0.4273 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:37 || Estimated Time: 13:40:49
2023-07-26 22:16:12,521 semantic_segmentation INFO: Iters: 121960/150000 || Lr: 0.004421 || Task Loss: 0.3204 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:54 || Estimated Time: 13:40:31
2023-07-26 22:16:29,786 semantic_segmentation INFO: Iters: 121970/150000 || Lr: 0.004420 || Task Loss: 0.3576 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:29:12 || Estimated Time: 13:40:14
2023-07-26 22:16:46,984 semantic_segmentation INFO: Iters: 121980/150000 || Lr: 0.004419 || Task Loss: 0.3579 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:29:29 || Estimated Time: 13:39:56
2023-07-26 22:17:04,194 semantic_segmentation INFO: Iters: 121990/150000 || Lr: 0.004417 || Task Loss: 0.3421 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:29:46 || Estimated Time: 13:39:39
2023-07-26 22:17:21,433 semantic_segmentation INFO: Iters: 122000/150000 || Lr: 0.004416 || Task Loss: 0.2860 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:30:03 || Estimated Time: 13:39:21
2023-07-26 22:17:38,722 semantic_segmentation INFO: Iters: 122010/150000 || Lr: 0.004414 || Task Loss: 0.4580 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:30:21 || Estimated Time: 13:39:03
2023-07-26 22:17:55,935 semantic_segmentation INFO: Iters: 122020/150000 || Lr: 0.004413 || Task Loss: 0.4246 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:30:38 || Estimated Time: 13:38:46
2023-07-26 22:18:13,138 semantic_segmentation INFO: Iters: 122030/150000 || Lr: 0.004411 || Task Loss: 0.3489 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:30:55 || Estimated Time: 13:38:28
2023-07-26 22:18:30,540 semantic_segmentation INFO: Iters: 122040/150000 || Lr: 0.004410 || Task Loss: 0.3207 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:12 || Estimated Time: 13:38:10
2023-07-26 22:18:48,048 semantic_segmentation INFO: Iters: 122050/150000 || Lr: 0.004409 || Task Loss: 0.3599 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:30 || Estimated Time: 13:37:53
2023-07-26 22:19:05,249 semantic_segmentation INFO: Iters: 122060/150000 || Lr: 0.004407 || Task Loss: 0.4067 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:47 || Estimated Time: 13:37:35
2023-07-26 22:19:22,462 semantic_segmentation INFO: Iters: 122070/150000 || Lr: 0.004406 || Task Loss: 0.4500 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:04 || Estimated Time: 13:37:18
2023-07-26 22:19:39,735 semantic_segmentation INFO: Iters: 122080/150000 || Lr: 0.004404 || Task Loss: 0.3286 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:22 || Estimated Time: 13:37:00
2023-07-26 22:19:56,946 semantic_segmentation INFO: Iters: 122090/150000 || Lr: 0.004403 || Task Loss: 0.5797 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:39 || Estimated Time: 13:36:42
2023-07-26 22:20:14,183 semantic_segmentation INFO: Iters: 122100/150000 || Lr: 0.004402 || Task Loss: 0.3486 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:56 || Estimated Time: 13:36:25
2023-07-26 22:20:31,454 semantic_segmentation INFO: Iters: 122110/150000 || Lr: 0.004400 || Task Loss: 0.3128 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:13 || Estimated Time: 13:36:07
2023-07-26 22:20:48,683 semantic_segmentation INFO: Iters: 122120/150000 || Lr: 0.004399 || Task Loss: 0.3629 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:30 || Estimated Time: 13:35:49
2023-07-26 22:21:05,884 semantic_segmentation INFO: Iters: 122130/150000 || Lr: 0.004397 || Task Loss: 0.4680 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:48 || Estimated Time: 13:35:32
2023-07-26 22:21:23,164 semantic_segmentation INFO: Iters: 122140/150000 || Lr: 0.004396 || Task Loss: 0.3865 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:05 || Estimated Time: 13:35:14
2023-07-26 22:21:40,606 semantic_segmentation INFO: Iters: 122150/150000 || Lr: 0.004394 || Task Loss: 0.3005 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:22 || Estimated Time: 13:34:57
2023-07-26 22:21:57,890 semantic_segmentation INFO: Iters: 122160/150000 || Lr: 0.004393 || Task Loss: 0.3818 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:40 || Estimated Time: 13:34:39
2023-07-26 22:22:15,163 semantic_segmentation INFO: Iters: 122170/150000 || Lr: 0.004392 || Task Loss: 0.3587 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:57 || Estimated Time: 13:34:21
2023-07-26 22:22:32,425 semantic_segmentation INFO: Iters: 122180/150000 || Lr: 0.004390 || Task Loss: 0.2681 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:14 || Estimated Time: 13:34:04
2023-07-26 22:22:49,718 semantic_segmentation INFO: Iters: 122190/150000 || Lr: 0.004389 || Task Loss: 0.4288 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:32 || Estimated Time: 13:33:46
2023-07-26 22:23:07,022 semantic_segmentation INFO: Iters: 122200/150000 || Lr: 0.004387 || Task Loss: 0.3744 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:49 || Estimated Time: 13:33:28
2023-07-26 22:23:24,639 semantic_segmentation INFO: Iters: 122210/150000 || Lr: 0.004386 || Task Loss: 0.3838 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:06 || Estimated Time: 13:33:11
2023-07-26 22:23:41,839 semantic_segmentation INFO: Iters: 122220/150000 || Lr: 0.004385 || Task Loss: 0.4659 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:24 || Estimated Time: 13:32:53
2023-07-26 22:23:59,113 semantic_segmentation INFO: Iters: 122230/150000 || Lr: 0.004383 || Task Loss: 0.5254 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:41 || Estimated Time: 13:32:36
2023-07-26 22:24:16,433 semantic_segmentation INFO: Iters: 122240/150000 || Lr: 0.004382 || Task Loss: 0.4062 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:58 || Estimated Time: 13:32:18
2023-07-26 22:24:34,409 semantic_segmentation INFO: Iters: 122250/150000 || Lr: 0.004380 || Task Loss: 0.2940 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:16 || Estimated Time: 13:32:01
2023-07-26 22:24:51,545 semantic_segmentation INFO: Iters: 122260/150000 || Lr: 0.004379 || Task Loss: 0.3965 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:33 || Estimated Time: 13:31:43
2023-07-26 22:25:09,106 semantic_segmentation INFO: Iters: 122270/150000 || Lr: 0.004377 || Task Loss: 0.4409 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:51 || Estimated Time: 13:31:25
2023-07-26 22:25:26,341 semantic_segmentation INFO: Iters: 122280/150000 || Lr: 0.004376 || Task Loss: 0.3994 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:08 || Estimated Time: 13:31:08
2023-07-26 22:25:43,677 semantic_segmentation INFO: Iters: 122290/150000 || Lr: 0.004375 || Task Loss: 0.3703 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:25 || Estimated Time: 13:30:50
2023-07-26 22:26:01,174 semantic_segmentation INFO: Iters: 122300/150000 || Lr: 0.004373 || Task Loss: 0.4522 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:43 || Estimated Time: 13:30:33
2023-07-26 22:26:18,501 semantic_segmentation INFO: Iters: 122310/150000 || Lr: 0.004372 || Task Loss: 0.3898 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:00 || Estimated Time: 13:30:15
2023-07-26 22:26:35,783 semantic_segmentation INFO: Iters: 122320/150000 || Lr: 0.004370 || Task Loss: 0.3400 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:18 || Estimated Time: 13:29:57
2023-07-26 22:26:53,073 semantic_segmentation INFO: Iters: 122330/150000 || Lr: 0.004369 || Task Loss: 0.3391 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:35 || Estimated Time: 13:29:40
2023-07-26 22:27:10,703 semantic_segmentation INFO: Iters: 122340/150000 || Lr: 0.004367 || Task Loss: 0.3037 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:52 || Estimated Time: 13:29:22
2023-07-26 22:27:27,934 semantic_segmentation INFO: Iters: 122350/150000 || Lr: 0.004366 || Task Loss: 0.3316 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:10 || Estimated Time: 13:29:05
2023-07-26 22:27:45,502 semantic_segmentation INFO: Iters: 122360/150000 || Lr: 0.004365 || Task Loss: 0.3684 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:27 || Estimated Time: 13:28:47
2023-07-26 22:28:02,916 semantic_segmentation INFO: Iters: 122370/150000 || Lr: 0.004363 || Task Loss: 0.3391 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:45 || Estimated Time: 13:28:29
2023-07-26 22:28:20,431 semantic_segmentation INFO: Iters: 122380/150000 || Lr: 0.004362 || Task Loss: 0.3334 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:02 || Estimated Time: 13:28:12
2023-07-26 22:28:37,781 semantic_segmentation INFO: Iters: 122390/150000 || Lr: 0.004360 || Task Loss: 0.3801 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:20 || Estimated Time: 13:27:54
2023-07-26 22:28:55,159 semantic_segmentation INFO: Iters: 122400/150000 || Lr: 0.004359 || Task Loss: 0.3438 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:37 || Estimated Time: 13:27:37
2023-07-26 22:28:55,283 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 22:28:55,680 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.092
2023-07-26 22:28:55,695 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-26 22:28:55,707 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.166
2023-07-26 22:28:55,721 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.166
2023-07-26 22:28:55,735 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.239
2023-07-26 22:28:55,747 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.284
2023-07-26 22:28:55,761 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.325
2023-07-26 22:28:55,775 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.330
2023-07-26 22:28:55,787 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.365
2023-07-26 22:28:55,801 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.410
2023-07-26 22:28:55,814 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.413
2023-07-26 22:28:55,829 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.454
2023-07-26 22:28:55,841 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.919, mIoU: 0.423
2023-07-26 22:28:55,855 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.398
2023-07-26 22:28:55,869 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.387
2023-07-26 22:28:55,881 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.382
2023-07-26 22:28:55,892 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.380
2023-07-26 22:28:55,904 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.378
2023-07-26 22:28:55,918 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.386
2023-07-26 22:28:55,934 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.431
2023-07-26 22:28:55,949 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.433
2023-07-26 22:28:55,964 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.443
2023-07-26 22:28:55,978 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.473
2023-07-26 22:28:55,993 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.476
2023-07-26 22:28:56,009 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.476
2023-07-26 22:28:56,022 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.475
2023-07-26 22:28:56,036 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.475
2023-07-26 22:28:56,047 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.474
2023-07-26 22:28:56,062 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.462
2023-07-26 22:28:56,076 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.463
2023-07-26 22:28:56,090 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.463
2023-07-26 22:28:56,104 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.462
2023-07-26 22:28:56,119 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.472
2023-07-26 22:28:56,133 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.470
2023-07-26 22:28:56,147 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.493
2023-07-26 22:28:56,161 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.494
2023-07-26 22:28:56,174 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.496
2023-07-26 22:28:56,186 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.540
2023-07-26 22:28:56,202 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.529
2023-07-26 22:28:56,214 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.528
2023-07-26 22:28:56,227 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.555
2023-07-26 22:28:56,241 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.555
2023-07-26 22:28:56,256 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-26 22:28:56,269 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.554
2023-07-26 22:28:56,284 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.558
2023-07-26 22:28:56,300 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.562
2023-07-26 22:28:56,314 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.569
2023-07-26 22:28:56,327 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.569
2023-07-26 22:28:56,341 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-26 22:28:56,357 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.572
2023-07-26 22:28:56,373 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-26 22:28:56,389 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.571
2023-07-26 22:28:56,402 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-26 22:28:56,418 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-26 22:28:56,434 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.572
2023-07-26 22:28:56,447 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.570
2023-07-26 22:28:56,463 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.567
2023-07-26 22:28:56,480 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-26 22:28:56,494 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-26 22:28:56,510 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.615
2023-07-26 22:28:56,524 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-26 22:28:56,541 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-26 22:28:56,554 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.607
2023-07-26 22:28:56,573 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-26 22:28:56,587 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-26 22:28:56,603 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-26 22:28:56,619 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-26 22:28:56,633 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-26 22:28:56,649 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-26 22:28:56,665 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.659
2023-07-26 22:28:56,681 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 22:28:56,694 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 22:28:56,710 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 22:28:56,725 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-26 22:28:56,740 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-26 22:28:56,755 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.676
2023-07-26 22:28:56,770 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 22:28:56,780 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 22:28:56,796 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 22:28:56,812 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:28:56,825 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 22:28:56,840 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 22:28:56,855 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:28:56,870 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 22:28:56,887 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:28:56,903 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:28:56,918 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 22:28:56,934 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 22:28:56,949 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:28:56,963 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:28:56,979 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 22:29:00,867 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 22:29:02,741 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-26 22:29:02,784 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 22:29:02,797 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 22:29:02,811 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 22:29:02,826 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 22:29:02,843 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 22:29:02,858 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:29:02,868 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:29:02,884 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:29:02,899 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:29:02,913 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:29:02,929 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:29:02,945 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:29:02,959 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:29:02,975 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:29:02,989 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 22:29:03,005 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:29:03,022 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:29:03,038 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:29:03,053 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:29:03,068 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:29:03,081 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:29:03,096 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:29:03,111 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 22:29:03,126 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 22:29:03,140 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 22:29:03,156 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:29:03,172 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 22:29:03,187 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:29:03,200 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:29:03,215 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:29:03,232 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 22:29:03,248 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:29:03,264 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 22:29:03,280 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 22:29:03,294 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 22:29:03,310 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 22:29:03,326 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 22:29:03,340 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 22:29:03,355 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-26 22:29:03,367 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 22:29:03,383 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 22:29:03,397 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 22:29:03,409 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:03,422 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:03,437 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:03,452 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:03,468 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:03,483 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:03,492 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:03,507 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 22:29:03,523 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-26 22:29:03,538 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,553 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,568 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 22:29:03,581 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,595 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,610 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,625 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,640 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,652 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,666 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,681 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,695 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,711 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,724 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,738 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:03,754 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:03,770 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:03,783 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 22:29:03,799 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,814 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,827 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,842 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,858 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,874 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,889 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,903 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,919 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,934 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:03,951 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:03,962 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:29:03,977 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-26 22:29:03,993 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:04,006 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,021 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,034 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:04,050 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,065 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,080 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,094 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:29:04,107 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:04,120 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-26 22:29:04,135 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,151 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,167 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,181 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,196 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-26 22:29:04,209 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-26 22:29:04,224 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,240 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,253 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,268 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,284 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,299 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,314 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,329 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,341 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,356 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,371 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,386 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,401 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,416 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,428 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,443 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-26 22:29:04,458 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:04,474 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 22:29:04,487 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 22:29:04,503 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 22:29:04,517 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 22:29:04,533 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 22:29:04,548 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-26 22:29:04,564 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,579 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,594 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,609 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,624 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,637 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:04,652 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 22:29:04,668 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,684 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,697 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,714 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,728 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,744 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 22:29:04,760 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 22:29:04,776 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,792 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,807 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 22:29:04,823 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:04,838 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:29:04,853 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 22:29:04,867 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 22:29:04,882 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:29:04,900 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:29:04,915 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:29:04,930 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 22:29:04,940 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 22:29:04,954 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:29:04,968 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:29:04,982 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:04,996 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:29:05,009 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:29:05,022 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:29:05,036 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 22:29:05,052 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 22:29:05,067 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,083 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,097 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,111 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,125 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,139 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,155 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,171 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,186 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:29:05,201 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 22:29:05,216 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 22:29:05,230 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-26 22:29:05,260 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:05,273 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:05,287 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:29:05,302 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 22:29:05,318 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 22:29:05,334 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 22:29:05,348 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 22:29:05,363 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 22:29:05,395 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 22:29:05,461 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 22:29:05,598 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-26 22:29:05,654 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:05,667 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 22:29:05,681 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 22:29:05,695 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:29:05,709 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 22:29:05,723 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:29:05,738 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,755 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,767 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,782 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,796 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,808 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:29:05,823 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:05,839 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:05,855 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,870 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,886 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,901 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,914 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:05,930 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:05,945 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,962 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,978 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:05,992 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:06,008 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:06,021 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:06,034 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 22:29:06,047 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,062 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,078 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,091 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,104 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,119 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 22:29:06,134 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,150 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,165 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,180 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,193 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,208 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,222 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,236 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,252 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,267 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,283 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,297 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,313 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,329 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,342 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,356 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,372 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,388 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,404 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,419 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:06,431 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,445 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,459 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,472 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:06,487 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,504 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:29:06,518 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,533 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,546 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,561 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,576 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,589 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,603 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,618 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,633 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,646 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,662 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,677 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,691 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,704 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:06,719 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,735 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,752 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,766 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,780 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,794 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,809 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,822 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,835 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,850 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,865 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:06,878 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 22:29:06,894 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:06,910 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,926 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,942 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:06,956 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:06,969 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:06,984 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:06,998 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,011 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,024 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,040 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,054 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,067 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,082 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,098 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,113 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,130 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,143 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,157 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,173 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,189 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,205 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:07,220 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:07,234 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,247 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,259 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,275 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,291 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,306 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,320 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,331 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,345 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,360 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,375 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,388 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,403 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,416 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,432 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,445 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,460 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,473 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,487 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,502 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:07,515 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,531 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,547 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:07,562 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,577 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,593 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,608 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,624 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,638 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,654 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,669 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,682 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,696 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,709 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,726 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,740 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,757 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,773 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,785 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,800 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,816 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,832 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,845 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,861 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,876 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,890 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,904 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,920 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:07,935 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:07,948 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,960 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:07,977 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:07,993 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:08,008 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:08,022 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:08,037 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,053 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,068 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:29:08,083 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:29:08,097 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:29:08,112 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:29:08,126 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:29:08,140 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 22:29:08,155 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 22:29:08,167 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,183 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,196 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,211 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,226 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,241 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,255 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,270 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,284 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,298 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,314 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,328 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,344 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,360 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,370 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,385 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,399 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,414 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,430 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,446 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,460 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,475 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,491 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,506 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,522 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 22:29:08,538 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 22:29:08,552 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,567 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,582 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,597 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,610 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,625 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,640 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,656 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,669 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,684 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,698 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,711 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:29:08,725 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:08,740 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:08,753 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:08,767 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:08,781 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:29:08,795 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,811 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,826 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 22:29:08,841 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,857 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,872 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,885 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:08,899 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 22:29:08,914 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,927 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,941 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,956 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,971 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:08,987 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,003 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,016 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,029 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,046 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,061 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,074 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,089 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,103 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,118 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,133 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,149 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,164 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,180 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,190 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,207 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,223 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,236 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,251 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,267 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,282 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,296 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,311 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,327 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,343 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,358 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,373 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,389 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,404 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,417 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,432 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,447 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,461 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:29:09,474 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,489 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,504 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,518 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,525 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,539 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,551 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,564 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,576 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,592 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,607 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,622 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,635 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,649 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,664 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,675 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,692 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,705 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,721 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,737 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,752 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,768 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,779 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,792 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,806 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:29:09,821 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,836 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,850 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,863 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,874 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,885 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,898 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,909 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,923 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:09,936 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,950 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:09,965 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,981 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:09,995 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,011 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,026 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,042 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,057 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,072 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,086 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,102 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,118 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,131 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,144 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,159 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,172 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,189 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,202 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,217 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,232 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,249 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,265 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,278 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,293 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,308 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,323 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,338 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,350 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,363 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,378 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,393 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,408 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,424 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 22:29:10,439 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 22:29:10,455 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-26 22:29:10,470 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,486 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,499 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,514 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,525 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,538 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,553 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 22:29:10,566 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,581 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,597 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 22:29:10,612 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,627 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,643 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,658 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,673 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,686 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,701 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,714 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,729 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,744 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,756 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,771 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,784 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,799 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,815 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,831 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,846 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,861 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,874 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,887 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,903 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:10,916 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,930 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,946 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:10,961 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,976 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:10,990 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,003 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:11,018 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,034 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,049 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,062 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,075 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,090 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:11,105 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:11,120 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:11,134 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:11,149 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,164 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,178 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,193 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,208 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,223 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:29:11,238 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,253 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,267 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,282 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,298 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,314 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 22:29:11,327 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 22:29:11,342 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:11,357 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,374 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,387 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,403 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,417 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,432 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:11,490 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,505 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,521 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,534 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:11,549 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:11,562 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:11,571 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,585 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:11,600 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:11,630 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,645 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,659 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,672 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,688 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,704 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,719 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,737 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-26 22:29:11,770 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,785 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,798 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-26 22:29:11,814 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-26 22:29:11,857 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,870 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,885 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,900 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-26 22:29:11,931 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 22:29:11,943 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-26 22:29:11,973 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 22:29:11,986 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 22:29:12,001 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-26 22:29:12,107 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 22:29:12,122 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-26 22:29:12,136 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:12,152 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:12,166 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:12,263 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:12,292 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:12,582 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:12,597 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:12,698 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:12,712 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:12,725 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-26 22:29:12,780 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:12,867 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-26 22:29:12,882 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 22:29:13,120 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:13,135 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 22:29:13,151 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-26 22:29:13,873 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 22:29:13,888 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 22:29:13,901 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 22:29:13,991 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-26 22:29:14,035 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-26 22:29:14,080 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 22:29:14,096 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 22:29:14,611 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-26 22:29:15,479 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 22:29:15,917 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 22:29:16,640 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-26 22:29:16,682 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 22:29:16,697 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:16,712 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:16,725 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:16,739 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:16,754 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-26 22:29:16,771 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 22:29:33,890 semantic_segmentation INFO: Iters: 122410/150000 || Lr: 0.004358 || Task Loss: 0.4297 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:16 || Estimated Time: 13:27:24
2023-07-26 22:29:51,163 semantic_segmentation INFO: Iters: 122420/150000 || Lr: 0.004356 || Task Loss: 0.3466 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:33 || Estimated Time: 13:27:06
2023-07-26 22:30:08,578 semantic_segmentation INFO: Iters: 122430/150000 || Lr: 0.004355 || Task Loss: 0.4076 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:50 || Estimated Time: 13:26:49
2023-07-26 22:30:26,196 semantic_segmentation INFO: Iters: 122440/150000 || Lr: 0.004353 || Task Loss: 0.4083 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:08 || Estimated Time: 13:26:31
2023-07-26 22:30:43,515 semantic_segmentation INFO: Iters: 122450/150000 || Lr: 0.004352 || Task Loss: 0.5306 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:25 || Estimated Time: 13:26:13
2023-07-26 22:31:00,810 semantic_segmentation INFO: Iters: 122460/150000 || Lr: 0.004350 || Task Loss: 0.3201 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:43 || Estimated Time: 13:25:56
2023-07-26 22:31:18,221 semantic_segmentation INFO: Iters: 122470/150000 || Lr: 0.004349 || Task Loss: 0.3748 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:00 || Estimated Time: 13:25:38
2023-07-26 22:31:35,605 semantic_segmentation INFO: Iters: 122480/150000 || Lr: 0.004348 || Task Loss: 0.2649 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:17 || Estimated Time: 13:25:21
2023-07-26 22:31:53,342 semantic_segmentation INFO: Iters: 122490/150000 || Lr: 0.004346 || Task Loss: 0.4749 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:35 || Estimated Time: 13:25:03
2023-07-26 22:32:10,606 semantic_segmentation INFO: Iters: 122500/150000 || Lr: 0.004345 || Task Loss: 0.3839 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:52 || Estimated Time: 13:24:46
2023-07-26 22:32:28,063 semantic_segmentation INFO: Iters: 122510/150000 || Lr: 0.004343 || Task Loss: 0.5312 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:10 || Estimated Time: 13:24:28
2023-07-26 22:32:45,461 semantic_segmentation INFO: Iters: 122520/150000 || Lr: 0.004342 || Task Loss: 0.2928 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:27 || Estimated Time: 13:24:10
2023-07-26 22:33:02,784 semantic_segmentation INFO: Iters: 122530/150000 || Lr: 0.004340 || Task Loss: 0.3798 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:45 || Estimated Time: 13:23:53
2023-07-26 22:33:20,083 semantic_segmentation INFO: Iters: 122540/150000 || Lr: 0.004339 || Task Loss: 0.3689 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:02 || Estimated Time: 13:23:35
2023-07-26 22:33:37,488 semantic_segmentation INFO: Iters: 122550/150000 || Lr: 0.004338 || Task Loss: 0.3471 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:19 || Estimated Time: 13:23:18
2023-07-26 22:33:54,882 semantic_segmentation INFO: Iters: 122560/150000 || Lr: 0.004336 || Task Loss: 0.2798 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:37 || Estimated Time: 13:23:00
2023-07-26 22:34:12,278 semantic_segmentation INFO: Iters: 122570/150000 || Lr: 0.004335 || Task Loss: 0.3407 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:54 || Estimated Time: 13:22:42
2023-07-26 22:34:29,900 semantic_segmentation INFO: Iters: 122580/150000 || Lr: 0.004333 || Task Loss: 0.2578 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:12 || Estimated Time: 13:22:25
2023-07-26 22:34:47,128 semantic_segmentation INFO: Iters: 122590/150000 || Lr: 0.004332 || Task Loss: 0.4624 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:29 || Estimated Time: 13:22:07
2023-07-26 22:35:04,469 semantic_segmentation INFO: Iters: 122600/150000 || Lr: 0.004330 || Task Loss: 0.5174 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:46 || Estimated Time: 13:21:50
2023-07-26 22:35:21,828 semantic_segmentation INFO: Iters: 122610/150000 || Lr: 0.004329 || Task Loss: 0.3231 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:04 || Estimated Time: 13:21:32
2023-07-26 22:35:39,453 semantic_segmentation INFO: Iters: 122620/150000 || Lr: 0.004328 || Task Loss: 0.4802 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:21 || Estimated Time: 13:21:14
2023-07-26 22:35:56,754 semantic_segmentation INFO: Iters: 122630/150000 || Lr: 0.004326 || Task Loss: 0.2431 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:39 || Estimated Time: 13:20:57
2023-07-26 22:36:14,120 semantic_segmentation INFO: Iters: 122640/150000 || Lr: 0.004325 || Task Loss: 0.4432 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:56 || Estimated Time: 13:20:39
2023-07-26 22:36:31,550 semantic_segmentation INFO: Iters: 122650/150000 || Lr: 0.004323 || Task Loss: 0.3763 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:49:13 || Estimated Time: 13:20:22
2023-07-26 22:36:48,947 semantic_segmentation INFO: Iters: 122660/150000 || Lr: 0.004322 || Task Loss: 0.4458 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:49:31 || Estimated Time: 13:20:04
2023-07-26 22:37:06,283 semantic_segmentation INFO: Iters: 122670/150000 || Lr: 0.004321 || Task Loss: 0.3630 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:49:48 || Estimated Time: 13:19:46
2023-07-26 22:37:23,672 semantic_segmentation INFO: Iters: 122680/150000 || Lr: 0.004319 || Task Loss: 0.3156 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:05 || Estimated Time: 13:19:29
2023-07-26 22:37:41,000 semantic_segmentation INFO: Iters: 122690/150000 || Lr: 0.004318 || Task Loss: 0.3526 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:23 || Estimated Time: 13:19:11
2023-07-26 22:37:58,383 semantic_segmentation INFO: Iters: 122700/150000 || Lr: 0.004316 || Task Loss: 0.2574 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:40 || Estimated Time: 13:18:54
2023-07-26 22:38:15,722 semantic_segmentation INFO: Iters: 122710/150000 || Lr: 0.004315 || Task Loss: 0.3940 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:58 || Estimated Time: 13:18:36
2023-07-26 22:38:33,095 semantic_segmentation INFO: Iters: 122720/150000 || Lr: 0.004313 || Task Loss: 0.3947 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:15 || Estimated Time: 13:18:18
2023-07-26 22:38:50,814 semantic_segmentation INFO: Iters: 122730/150000 || Lr: 0.004312 || Task Loss: 0.4632 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:33 || Estimated Time: 13:18:01
2023-07-26 22:39:08,138 semantic_segmentation INFO: Iters: 122740/150000 || Lr: 0.004311 || Task Loss: 0.4144 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:50 || Estimated Time: 13:17:43
2023-07-26 22:39:25,541 semantic_segmentation INFO: Iters: 122750/150000 || Lr: 0.004309 || Task Loss: 0.2842 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:52:07 || Estimated Time: 13:17:26
2023-07-26 22:39:42,932 semantic_segmentation INFO: Iters: 122760/150000 || Lr: 0.004308 || Task Loss: 0.3444 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:52:25 || Estimated Time: 13:17:08
2023-07-26 22:40:00,257 semantic_segmentation INFO: Iters: 122770/150000 || Lr: 0.004306 || Task Loss: 0.5503 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:52:42 || Estimated Time: 13:16:50
2023-07-26 22:40:17,660 semantic_segmentation INFO: Iters: 122780/150000 || Lr: 0.004305 || Task Loss: 0.3169 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:52:59 || Estimated Time: 13:16:33
2023-07-26 22:40:35,003 semantic_segmentation INFO: Iters: 122790/150000 || Lr: 0.004303 || Task Loss: 0.3805 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:17 || Estimated Time: 13:16:15
2023-07-26 22:40:52,373 semantic_segmentation INFO: Iters: 122800/150000 || Lr: 0.004302 || Task Loss: 0.3999 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:34 || Estimated Time: 13:15:58
2023-07-26 22:41:09,691 semantic_segmentation INFO: Iters: 122810/150000 || Lr: 0.004301 || Task Loss: 0.2896 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:51 || Estimated Time: 13:15:40
2023-07-26 22:41:27,099 semantic_segmentation INFO: Iters: 122820/150000 || Lr: 0.004299 || Task Loss: 0.4600 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:09 || Estimated Time: 13:15:22
2023-07-26 22:41:44,504 semantic_segmentation INFO: Iters: 122830/150000 || Lr: 0.004298 || Task Loss: 0.4353 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:26 || Estimated Time: 13:15:05
2023-07-26 22:42:01,910 semantic_segmentation INFO: Iters: 122840/150000 || Lr: 0.004296 || Task Loss: 0.4000 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:44 || Estimated Time: 13:14:47
2023-07-26 22:42:19,315 semantic_segmentation INFO: Iters: 122850/150000 || Lr: 0.004295 || Task Loss: 0.3380 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:01 || Estimated Time: 13:14:30
2023-07-26 22:42:36,725 semantic_segmentation INFO: Iters: 122860/150000 || Lr: 0.004293 || Task Loss: 0.3596 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:19 || Estimated Time: 13:14:12
2023-07-26 22:42:54,045 semantic_segmentation INFO: Iters: 122870/150000 || Lr: 0.004292 || Task Loss: 0.5058 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:36 || Estimated Time: 13:13:54
2023-07-26 22:43:11,441 semantic_segmentation INFO: Iters: 122880/150000 || Lr: 0.004291 || Task Loss: 0.3332 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:53 || Estimated Time: 13:13:37
2023-07-26 22:43:28,853 semantic_segmentation INFO: Iters: 122890/150000 || Lr: 0.004289 || Task Loss: 0.4076 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:11 || Estimated Time: 13:13:19
2023-07-26 22:43:46,232 semantic_segmentation INFO: Iters: 122900/150000 || Lr: 0.004288 || Task Loss: 0.3441 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:28 || Estimated Time: 13:13:02
2023-07-26 22:44:03,623 semantic_segmentation INFO: Iters: 122910/150000 || Lr: 0.004286 || Task Loss: 0.5395 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:45 || Estimated Time: 13:12:44
2023-07-26 22:44:20,925 semantic_segmentation INFO: Iters: 122920/150000 || Lr: 0.004285 || Task Loss: 0.3329 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:03 || Estimated Time: 13:12:27
2023-07-26 22:44:38,353 semantic_segmentation INFO: Iters: 122930/150000 || Lr: 0.004284 || Task Loss: 0.3014 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:20 || Estimated Time: 13:12:09
2023-07-26 22:44:55,762 semantic_segmentation INFO: Iters: 122940/150000 || Lr: 0.004282 || Task Loss: 0.4827 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:38 || Estimated Time: 13:11:51
2023-07-26 22:45:13,522 semantic_segmentation INFO: Iters: 122950/150000 || Lr: 0.004281 || Task Loss: 0.3391 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:55 || Estimated Time: 13:11:34
2023-07-26 22:45:30,901 semantic_segmentation INFO: Iters: 122960/150000 || Lr: 0.004279 || Task Loss: 0.2934 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:13 || Estimated Time: 13:11:16
2023-07-26 22:45:48,311 semantic_segmentation INFO: Iters: 122970/150000 || Lr: 0.004278 || Task Loss: 0.4279 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:30 || Estimated Time: 13:10:59
2023-07-26 22:46:05,706 semantic_segmentation INFO: Iters: 122980/150000 || Lr: 0.004276 || Task Loss: 0.3464 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:47 || Estimated Time: 13:10:41
2023-07-26 22:46:23,231 semantic_segmentation INFO: Iters: 122990/150000 || Lr: 0.004275 || Task Loss: 0.3392 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:05 || Estimated Time: 13:10:23
2023-07-26 22:46:40,648 semantic_segmentation INFO: Iters: 123000/150000 || Lr: 0.004274 || Task Loss: 0.3532 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:22 || Estimated Time: 13:10:06
2023-07-26 22:46:58,050 semantic_segmentation INFO: Iters: 123010/150000 || Lr: 0.004272 || Task Loss: 0.4359 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:40 || Estimated Time: 13:09:48
2023-07-26 22:47:15,464 semantic_segmentation INFO: Iters: 123020/150000 || Lr: 0.004271 || Task Loss: 0.4457 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:57 || Estimated Time: 13:09:31
2023-07-26 22:47:32,868 semantic_segmentation INFO: Iters: 123030/150000 || Lr: 0.004269 || Task Loss: 0.2620 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:15 || Estimated Time: 13:09:13
2023-07-26 22:47:50,272 semantic_segmentation INFO: Iters: 123040/150000 || Lr: 0.004268 || Task Loss: 0.5020 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:32 || Estimated Time: 13:08:56
2023-07-26 22:48:07,685 semantic_segmentation INFO: Iters: 123050/150000 || Lr: 0.004266 || Task Loss: 0.4462 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:49 || Estimated Time: 13:08:38
2023-07-26 22:48:25,084 semantic_segmentation INFO: Iters: 123060/150000 || Lr: 0.004265 || Task Loss: 0.4645 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:07 || Estimated Time: 13:08:20
2023-07-26 22:48:42,504 semantic_segmentation INFO: Iters: 123070/150000 || Lr: 0.004264 || Task Loss: 0.3170 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:24 || Estimated Time: 13:08:03
2023-07-26 22:48:59,912 semantic_segmentation INFO: Iters: 123080/150000 || Lr: 0.004262 || Task Loss: 0.2874 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:42 || Estimated Time: 13:07:45
2023-07-26 22:49:17,320 semantic_segmentation INFO: Iters: 123090/150000 || Lr: 0.004261 || Task Loss: 0.3014 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:59 || Estimated Time: 13:07:28
2023-07-26 22:49:34,726 semantic_segmentation INFO: Iters: 123100/150000 || Lr: 0.004259 || Task Loss: 0.3303 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:17 || Estimated Time: 13:07:10
2023-07-26 22:49:52,137 semantic_segmentation INFO: Iters: 123110/150000 || Lr: 0.004258 || Task Loss: 0.2862 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:34 || Estimated Time: 13:06:52
2023-07-26 22:50:09,533 semantic_segmentation INFO: Iters: 123120/150000 || Lr: 0.004256 || Task Loss: 0.4293 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:51 || Estimated Time: 13:06:35
2023-07-26 22:50:26,955 semantic_segmentation INFO: Iters: 123130/150000 || Lr: 0.004255 || Task Loss: 0.3156 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:09 || Estimated Time: 13:06:17
2023-07-26 22:50:44,342 semantic_segmentation INFO: Iters: 123140/150000 || Lr: 0.004254 || Task Loss: 0.4096 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:26 || Estimated Time: 13:06:00
2023-07-26 22:51:01,777 semantic_segmentation INFO: Iters: 123150/150000 || Lr: 0.004252 || Task Loss: 0.3970 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:44 || Estimated Time: 13:05:42
2023-07-26 22:51:19,178 semantic_segmentation INFO: Iters: 123160/150000 || Lr: 0.004251 || Task Loss: 0.4573 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:01 || Estimated Time: 13:05:24
2023-07-26 22:51:36,573 semantic_segmentation INFO: Iters: 123170/150000 || Lr: 0.004249 || Task Loss: 0.3370 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:18 || Estimated Time: 13:05:07
2023-07-26 22:51:53,977 semantic_segmentation INFO: Iters: 123180/150000 || Lr: 0.004248 || Task Loss: 0.4595 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:36 || Estimated Time: 13:04:49
2023-07-26 22:52:11,385 semantic_segmentation INFO: Iters: 123190/150000 || Lr: 0.004246 || Task Loss: 0.2921 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:53 || Estimated Time: 13:04:32
2023-07-26 22:52:28,813 semantic_segmentation INFO: Iters: 123200/150000 || Lr: 0.004245 || Task Loss: 0.3398 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:11 || Estimated Time: 13:04:14
2023-07-26 22:52:28,946 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 22:52:29,336 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.090
2023-07-26 22:52:29,351 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.134
2023-07-26 22:52:29,364 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.158
2023-07-26 22:52:29,380 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.158
2023-07-26 22:52:29,394 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.230
2023-07-26 22:52:29,408 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.276
2023-07-26 22:52:29,423 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.318
2023-07-26 22:52:29,438 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.323
2023-07-26 22:52:29,451 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.362
2023-07-26 22:52:29,466 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.407
2023-07-26 22:52:29,481 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.409
2023-07-26 22:52:29,497 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.446
2023-07-26 22:52:29,509 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.406
2023-07-26 22:52:29,524 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.909, mIoU: 0.383
2023-07-26 22:52:29,539 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.910, mIoU: 0.373
2023-07-26 22:52:29,551 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.912, mIoU: 0.368
2023-07-26 22:52:29,562 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.912, mIoU: 0.366
2023-07-26 22:52:29,576 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.364
2023-07-26 22:52:29,592 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.368
2023-07-26 22:52:29,610 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.411
2023-07-26 22:52:29,626 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.914, mIoU: 0.411
2023-07-26 22:52:29,642 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.421
2023-07-26 22:52:29,658 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.912, mIoU: 0.455
2023-07-26 22:52:29,675 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.457
2023-07-26 22:52:29,692 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.456
2023-07-26 22:52:29,708 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.455
2023-07-26 22:52:29,724 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.456
2023-07-26 22:52:29,736 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.455
2023-07-26 22:52:29,752 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.443
2023-07-26 22:52:29,768 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.443
2023-07-26 22:52:29,783 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.444
2023-07-26 22:52:29,800 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.444
2023-07-26 22:52:29,816 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.455
2023-07-26 22:52:29,831 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.920, mIoU: 0.453
2023-07-26 22:52:29,847 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.471
2023-07-26 22:52:29,863 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.472
2023-07-26 22:52:29,877 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.474
2023-07-26 22:52:29,890 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.517
2023-07-26 22:52:29,907 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.527
2023-07-26 22:52:29,921 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.526
2023-07-26 22:52:29,934 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.552
2023-07-26 22:52:29,950 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-26 22:52:29,965 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.550
2023-07-26 22:52:29,979 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.550
2023-07-26 22:52:29,995 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.552
2023-07-26 22:52:30,011 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.557
2023-07-26 22:52:30,025 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.564
2023-07-26 22:52:30,039 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.565
2023-07-26 22:52:30,054 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.568
2023-07-26 22:52:30,071 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.568
2023-07-26 22:52:30,088 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-26 22:52:30,104 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.563
2023-07-26 22:52:30,118 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.562
2023-07-26 22:52:30,135 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-26 22:52:30,151 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.568
2023-07-26 22:52:30,165 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-26 22:52:30,181 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.561
2023-07-26 22:52:30,199 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.560
2023-07-26 22:52:30,212 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-26 22:52:30,228 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.603
2023-07-26 22:52:30,241 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.606
2023-07-26 22:52:30,257 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-26 22:52:30,270 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-26 22:52:30,288 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.603
2023-07-26 22:52:30,302 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.605
2023-07-26 22:52:30,317 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.605
2023-07-26 22:52:30,332 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.606
2023-07-26 22:52:30,345 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-26 22:52:30,361 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-26 22:52:30,376 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-26 22:52:30,393 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 22:52:30,407 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 22:52:30,423 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 22:52:30,439 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.665
2023-07-26 22:52:30,455 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-26 22:52:30,471 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.667
2023-07-26 22:52:30,487 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-26 22:52:30,497 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 22:52:30,513 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 22:52:30,530 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 22:52:30,544 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 22:52:30,560 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 22:52:30,577 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 22:52:30,592 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 22:52:30,608 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 22:52:30,624 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 22:52:30,639 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-26 22:52:30,655 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-26 22:52:30,670 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:30,684 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:30,699 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 22:52:30,715 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 22:52:30,730 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:30,745 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-26 22:52:30,760 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-26 22:52:30,776 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 22:52:30,789 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 22:52:30,803 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-26 22:52:30,818 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:52:30,832 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 22:52:30,848 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 22:52:30,863 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 22:52:30,877 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:30,893 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:30,909 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 22:52:30,922 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:30,937 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:30,953 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:30,967 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:30,981 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:30,995 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 22:52:31,009 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:31,024 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:31,040 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:31,056 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 22:52:31,070 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 22:52:31,084 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:31,100 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:31,113 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 22:52:31,128 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:52:31,144 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 22:52:31,158 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-26 22:52:31,172 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-26 22:52:31,187 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-26 22:52:31,203 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-26 22:52:31,212 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-26 22:52:31,224 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-26 22:52:31,241 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 22:52:31,251 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-26 22:52:31,265 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 22:52:31,281 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 22:52:31,297 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 22:52:31,311 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 22:52:31,327 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 22:52:31,342 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 22:52:31,356 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 22:52:31,372 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 22:52:31,387 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.916, mIoU: 0.635
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2023-07-26 22:52:31,432 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.637
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2023-07-26 22:52:31,464 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.641
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2023-07-26 22:52:31,496 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.642
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2023-07-26 22:52:31,526 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-26 22:52:31,540 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:52:31,551 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:31,566 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:31,581 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-26 22:52:31,624 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:31,638 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 22:52:31,654 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:31,670 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 22:52:31,687 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-26 22:52:31,719 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-26 22:52:31,751 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-26 22:52:31,781 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-26 22:52:31,808 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 22:52:31,821 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:31,835 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:31,851 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 22:52:31,866 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 22:52:31,882 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:52:31,896 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:52:31,911 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 22:52:31,926 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 22:52:31,942 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.916, mIoU: 0.635
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2023-07-26 22:52:32,013 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.915, mIoU: 0.633
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2023-07-26 22:52:32,073 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-26 22:52:32,311 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.915, mIoU: 0.626
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2023-07-26 22:52:32,343 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-26 22:52:32,374 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-26 22:52:32,530 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-26 22:52:32,708 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-26 22:52:32,722 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-26 22:52:32,863 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-26 22:52:32,888 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-26 22:52:32,948 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.912, mIoU: 0.626
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2023-07-26 22:52:32,977 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-26 22:52:33,008 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-26 22:52:34,741 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.908, mIoU: 0.624
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2023-07-26 22:52:35,701 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-26 22:52:35,715 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-26 22:52:35,730 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-26 22:52:35,746 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 22:52:35,760 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 22:52:35,776 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 22:52:35,791 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 22:52:35,805 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 22:52:35,820 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 22:52:35,836 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-26 22:52:35,851 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:35,867 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:35,882 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-26 22:52:35,898 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 22:52:35,914 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 22:52:35,930 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 22:52:35,945 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:35,960 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:35,977 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:35,991 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:36,005 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:36,022 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:36,038 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 22:52:36,054 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 22:52:36,069 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,083 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-26 22:52:36,099 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,113 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 22:52:36,124 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,138 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 22:52:36,153 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 22:52:36,169 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,184 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,200 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,216 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 22:52:36,232 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-26 22:52:36,241 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 22:52:36,251 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 22:52:36,265 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 22:52:36,278 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 22:52:36,294 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 22:52:36,307 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 22:52:36,322 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,338 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,354 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,370 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,385 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,399 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 22:52:36,414 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 22:52:36,430 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:52:36,444 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:52:36,460 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 22:52:36,472 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-26 22:52:36,487 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 22:52:36,502 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-26 22:52:36,517 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 22:52:36,533 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 22:52:36,548 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 22:52:36,559 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 22:52:36,573 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 22:52:36,588 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 22:52:36,604 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-26 22:52:36,617 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 22:52:36,631 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:52:36,644 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 22:52:36,660 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:36,676 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:36,691 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:36,700 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:36,716 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:36,731 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,745 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,761 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,776 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,790 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,807 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 22:52:36,820 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-26 22:52:36,837 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 22:52:36,853 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 22:52:36,869 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 22:52:36,885 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 22:52:36,900 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 22:52:36,913 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-26 22:52:36,929 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:52:36,945 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,959 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:36,974 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-26 22:52:36,991 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-26 22:52:37,007 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:52:37,023 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:37,036 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-26 22:52:37,051 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:37,066 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:37,082 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-26 22:52:37,097 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:52:37,113 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-26 22:52:37,126 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 22:52:37,142 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 22:52:37,157 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 22:52:37,171 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 22:52:37,187 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 22:52:37,199 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:52:37,215 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 22:52:37,229 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:52:37,241 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:52:37,254 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 22:52:37,269 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 22:52:37,285 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 22:52:37,301 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,316 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,325 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,341 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,357 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 22:52:37,374 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 22:52:37,389 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 22:52:37,405 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,419 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,432 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,448 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 22:52:37,464 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 22:52:37,479 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 22:52:37,492 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:52:37,506 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:52:37,521 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:52:37,536 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:52:37,551 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 22:52:37,565 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,580 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,597 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,613 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,627 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,643 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,659 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,673 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,689 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,704 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,720 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,736 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,749 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:37,765 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:37,781 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:37,797 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:37,808 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,823 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 22:52:37,839 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,852 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,867 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,880 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,895 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:37,910 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:37,926 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-26 22:52:37,952 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,965 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,981 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 22:52:37,998 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:38,015 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:38,030 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:38,047 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 22:52:38,061 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-26 22:52:38,125 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 22:52:38,188 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 22:52:38,259 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 22:52:38,359 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.650
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2023-07-26 22:52:38,422 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:38,438 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:38,454 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:38,470 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:38,485 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:38,499 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-26 22:52:38,530 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 22:52:38,546 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,560 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,576 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,590 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-26 22:52:38,621 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,637 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,652 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,667 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:38,683 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,697 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,712 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 22:52:38,726 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 22:52:38,742 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 22:52:38,760 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 22:52:38,775 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:38,791 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:38,802 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,816 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,832 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,846 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,861 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,874 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,888 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,904 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:38,922 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,937 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,954 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,968 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,982 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:38,996 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,011 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,026 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,042 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,057 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 22:52:39,073 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,088 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,101 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,117 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,132 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:39,145 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,158 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,173 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,189 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,204 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,218 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,233 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,249 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,264 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,278 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:39,291 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,299 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,314 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:39,330 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,345 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:39,362 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,377 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,393 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:39,410 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,426 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,439 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,455 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,470 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,486 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:39,502 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 22:52:39,516 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 22:52:39,530 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 22:52:39,543 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 22:52:39,558 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 22:52:39,572 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 22:52:39,586 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 22:52:39,599 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 22:52:39,614 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 22:52:39,630 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 22:52:39,642 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 22:52:39,657 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,670 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,682 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,697 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:39,712 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:39,727 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:39,742 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,758 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,773 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,786 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:39,801 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:39,817 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,834 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,851 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:39,866 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:39,883 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:39,896 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:39,909 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,923 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:39,939 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:39,956 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,969 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,983 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:39,999 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,013 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,029 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,044 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,060 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,073 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,088 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,101 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,116 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,131 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,145 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,161 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,174 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,190 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,206 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,219 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,232 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,248 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,264 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,280 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,295 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 22:52:40,308 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,321 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,335 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:40,349 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:40,364 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:40,381 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,395 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,410 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,424 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,439 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,455 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,469 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,482 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,498 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,513 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,527 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,542 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,558 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,572 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,585 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:40,600 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,616 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,633 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:40,647 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,661 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,675 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,690 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,704 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,717 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,732 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,747 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,760 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,775 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 22:52:40,791 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,806 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,822 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,836 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,849 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,864 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:40,878 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:40,891 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:40,905 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:40,922 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:40,936 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:40,949 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:40,965 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:40,981 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:40,997 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,013 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,027 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,040 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,056 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 22:52:41,071 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 22:52:41,087 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 22:52:41,102 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 22:52:41,115 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 22:52:41,128 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,140 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,155 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,171 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,185 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,200 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,211 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,224 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,239 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,255 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:41,269 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,284 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,298 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,315 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,328 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,344 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,358 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,374 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,390 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,404 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,420 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,436 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 22:52:41,452 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,467 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,482 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,498 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,513 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,527 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 22:52:41,542 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 22:52:41,557 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,570 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,583 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,596 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,612 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,626 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:41,642 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:41,657 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:41,669 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,684 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,701 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,716 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,729 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,745 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,760 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,774 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,788 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,804 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,819 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 22:52:41,833 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,844 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:41,862 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:41,877 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:41,893 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:41,907 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:41,922 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:41,938 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:41,954 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:41,970 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:41,984 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 22:52:41,999 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,013 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,028 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,043 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,056 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:42,072 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 22:52:42,086 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,101 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,116 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,132 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,147 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,162 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,176 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,191 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,207 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,221 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,237 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,252 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 22:52:42,262 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,277 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,290 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,306 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,321 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,337 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,350 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,365 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,381 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,395 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,411 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,428 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,441 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,457 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,473 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,488 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,502 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,518 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,533 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,550 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:42,563 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,579 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,594 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,608 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 22:52:42,622 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,638 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,651 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,666 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,679 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,694 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,709 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,725 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,740 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,756 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,771 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,784 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,797 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,812 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,826 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,839 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,854 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:42,869 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,884 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,901 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,914 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,928 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,945 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,960 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:42,974 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:42,989 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,002 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,018 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,033 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,049 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,064 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,079 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,088 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,105 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,121 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,134 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,149 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,165 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,180 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,194 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,209 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,225 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,241 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,256 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,272 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 22:52:43,288 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,304 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,318 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,334 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,349 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,364 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,378 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 22:52:43,393 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,409 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,424 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,431 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,445 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,458 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,471 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 22:52:43,482 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,498 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,514 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,530 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,542 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,556 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,571 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,583 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,599 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,613 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:43,629 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,645 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,660 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,676 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,688 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,702 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,717 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,732 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,747 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,762 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,775 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,786 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,797 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,810 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,822 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,837 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,850 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,864 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,880 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,895 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,910 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:43,926 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,942 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,958 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,974 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:43,989 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,004 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,020 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,036 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,049 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,063 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,079 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,092 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,109 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,122 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,137 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,153 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 22:52:44,171 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,187 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,201 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,216 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,231 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,246 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,261 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,275 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,288 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,304 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,319 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,335 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,351 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 22:52:44,367 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 22:52:44,383 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 22:52:44,398 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,414 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,428 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,444 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,454 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,468 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,483 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 22:52:44,496 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 22:52:44,511 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 22:52:44,527 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,542 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,558 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,574 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,589 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,604 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,617 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,633 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,645 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,660 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,675 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,688 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,703 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,716 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,732 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,748 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,764 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,780 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,795 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,809 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,822 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,838 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,851 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,865 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,882 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,897 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,913 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,927 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,940 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,956 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 22:52:44,972 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:44,987 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:45,001 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:45,015 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:45,030 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,045 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,060 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,075 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:45,090 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:45,105 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:45,120 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:45,135 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 22:52:45,151 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 22:52:45,167 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,182 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,197 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,211 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,227 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,243 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,259 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,272 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:45,287 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,303 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,320 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,334 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,349 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,365 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 22:52:45,380 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,397 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,413 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:45,429 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,442 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,458 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,474 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,488 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,503 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,516 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,526 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,541 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,557 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,571 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,587 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,602 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,616 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,630 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,645 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,661 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,676 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,693 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,708 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,725 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,740 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,755 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 22:52:45,770 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,786 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,802 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,815 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,828 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,844 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,860 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,876 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,891 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,905 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,920 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:45,935 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,949 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,965 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,981 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:45,997 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,012 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,026 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,041 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,057 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,072 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,087 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,100 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,116 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,130 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,143 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,156 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,171 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,187 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,203 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,218 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,230 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,244 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,261 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,277 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,291 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,306 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,323 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,339 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,353 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,367 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,383 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,396 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,411 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,424 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,438 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,453 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,468 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,483 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,498 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,511 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,526 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,541 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,553 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,569 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 22:52:46,584 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,600 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,615 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,628 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,642 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,657 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,673 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 22:52:46,687 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,701 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-26 22:52:46,734 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-26 22:52:46,790 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:46,806 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.920, mIoU: 0.656
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2023-07-26 22:52:46,851 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:46,865 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:46,879 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-26 22:52:46,986 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:47,002 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:47,015 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 22:52:47,030 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-26 22:52:47,063 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,076 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-26 22:52:47,103 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,119 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,135 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,150 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,163 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,179 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,196 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:47,211 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:47,223 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,238 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,254 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,265 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:47,281 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:47,297 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 22:52:47,312 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,325 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,338 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,353 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,367 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,383 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,396 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,413 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,426 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,441 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,456 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:47,472 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,488 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,504 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,520 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,534 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:47,550 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:47,564 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:47,579 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,595 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,608 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,622 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,638 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,654 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 22:52:47,669 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 22:52:47,683 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,696 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,711 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,726 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,739 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,752 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,767 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,782 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,797 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,811 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,827 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,843 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,856 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,870 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,886 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 22:52:47,899 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,914 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,930 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,945 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,960 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 22:52:47,975 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:47,990 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,005 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,019 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,034 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,049 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,065 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,079 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,095 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,109 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,123 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,135 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,150 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,166 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,179 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,194 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,210 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,225 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,241 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,256 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,272 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,287 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,301 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,314 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,328 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,341 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,355 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,370 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,386 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,399 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,412 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,427 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,438 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,452 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,468 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,483 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,498 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 22:52:48,513 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,526 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,541 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,555 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,568 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,584 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,599 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,615 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,629 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,645 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,661 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,676 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,692 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,705 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,721 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,736 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,752 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,767 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,780 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,796 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,811 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,826 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,841 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,855 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,870 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,886 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,896 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,910 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,923 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,936 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 22:52:48,952 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:48,967 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,981 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:48,993 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,006 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,019 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,035 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,050 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,066 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,081 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,095 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,111 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,127 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,140 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,156 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,171 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,185 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,200 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,212 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,228 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,243 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 22:52:49,258 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:49,273 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:49,286 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:49,299 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:49,313 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 22:52:49,328 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,342 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,355 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,368 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,382 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,397 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,412 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,426 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,442 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,460 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,476 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,492 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,509 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,518 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-26 22:52:49,547 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,561 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,577 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,592 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 22:52:49,608 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,624 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,639 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,654 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,669 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,682 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,697 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,713 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,728 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,743 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,758 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-26 22:52:49,787 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:49,801 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,816 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,830 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,843 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,857 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,872 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,888 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,903 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:52:49,918 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 22:52:49,933 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:49,949 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:49,964 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:49,977 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:49,992 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,006 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,021 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,037 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,052 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,067 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,080 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,095 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,110 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,125 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,140 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,155 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,170 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,185 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,198 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,212 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,226 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,241 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,256 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,271 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,286 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,301 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,315 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,325 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,340 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,353 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,368 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,383 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,398 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,413 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,425 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,434 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,451 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,466 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,482 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,495 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,510 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,525 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,539 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,554 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,569 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,583 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,598 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,610 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,625 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,640 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,654 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,667 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,682 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,697 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,712 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 22:52:50,728 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,741 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,756 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,771 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 22:52:50,788 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 22:53:08,257 semantic_segmentation INFO: Iters: 123210/150000 || Lr: 0.004244 || Task Loss: 0.3469 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:50 || Estimated Time: 13:04:01
2023-07-26 22:53:25,926 semantic_segmentation INFO: Iters: 123220/150000 || Lr: 0.004242 || Task Loss: 0.3377 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:08 || Estimated Time: 13:03:44
2023-07-26 22:53:43,214 semantic_segmentation INFO: Iters: 123230/150000 || Lr: 0.004241 || Task Loss: 0.2926 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:25 || Estimated Time: 13:03:26
2023-07-26 22:54:00,530 semantic_segmentation INFO: Iters: 123240/150000 || Lr: 0.004239 || Task Loss: 0.2896 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:42 || Estimated Time: 13:03:09
2023-07-26 22:54:17,939 semantic_segmentation INFO: Iters: 123250/150000 || Lr: 0.004238 || Task Loss: 0.3455 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:00 || Estimated Time: 13:02:51
2023-07-26 22:54:35,350 semantic_segmentation INFO: Iters: 123260/150000 || Lr: 0.004237 || Task Loss: 0.3737 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:17 || Estimated Time: 13:02:33
2023-07-26 22:54:52,761 semantic_segmentation INFO: Iters: 123270/150000 || Lr: 0.004235 || Task Loss: 0.3723 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:35 || Estimated Time: 13:02:16
2023-07-26 22:55:10,162 semantic_segmentation INFO: Iters: 123280/150000 || Lr: 0.004234 || Task Loss: 0.3169 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:52 || Estimated Time: 13:01:58
2023-07-26 22:55:27,577 semantic_segmentation INFO: Iters: 123290/150000 || Lr: 0.004232 || Task Loss: 0.4315 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:09 || Estimated Time: 13:01:41
2023-07-26 22:55:44,973 semantic_segmentation INFO: Iters: 123300/150000 || Lr: 0.004231 || Task Loss: 0.3736 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:27 || Estimated Time: 13:01:23
2023-07-26 22:56:02,395 semantic_segmentation INFO: Iters: 123310/150000 || Lr: 0.004229 || Task Loss: 0.2425 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:44 || Estimated Time: 13:01:05
2023-07-26 22:56:19,794 semantic_segmentation INFO: Iters: 123320/150000 || Lr: 0.004228 || Task Loss: 0.4224 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:02 || Estimated Time: 13:00:48
2023-07-26 22:56:37,204 semantic_segmentation INFO: Iters: 123330/150000 || Lr: 0.004227 || Task Loss: 0.4123 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:19 || Estimated Time: 13:00:30
2023-07-26 22:56:54,616 semantic_segmentation INFO: Iters: 123340/150000 || Lr: 0.004225 || Task Loss: 0.3282 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:36 || Estimated Time: 13:00:13
2023-07-26 22:57:12,037 semantic_segmentation INFO: Iters: 123350/150000 || Lr: 0.004224 || Task Loss: 0.4836 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:54 || Estimated Time: 12:59:55
2023-07-26 22:57:29,423 semantic_segmentation INFO: Iters: 123360/150000 || Lr: 0.004222 || Task Loss: 0.2758 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:11 || Estimated Time: 12:59:37
2023-07-26 22:57:47,065 semantic_segmentation INFO: Iters: 123370/150000 || Lr: 0.004221 || Task Loss: 0.5161 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:29 || Estimated Time: 12:59:20
2023-07-26 22:58:04,564 semantic_segmentation INFO: Iters: 123380/150000 || Lr: 0.004219 || Task Loss: 0.4929 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:46 || Estimated Time: 12:59:02
2023-07-26 22:58:21,962 semantic_segmentation INFO: Iters: 123390/150000 || Lr: 0.004218 || Task Loss: 0.3173 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:04 || Estimated Time: 12:58:45
2023-07-26 22:58:39,371 semantic_segmentation INFO: Iters: 123400/150000 || Lr: 0.004217 || Task Loss: 0.4460 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:21 || Estimated Time: 12:58:27
2023-07-26 22:58:56,790 semantic_segmentation INFO: Iters: 123410/150000 || Lr: 0.004215 || Task Loss: 0.4286 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:39 || Estimated Time: 12:58:10
2023-07-26 22:59:14,196 semantic_segmentation INFO: Iters: 123420/150000 || Lr: 0.004214 || Task Loss: 0.4602 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:56 || Estimated Time: 12:57:52
2023-07-26 22:59:31,600 semantic_segmentation INFO: Iters: 123430/150000 || Lr: 0.004212 || Task Loss: 0.2700 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:13 || Estimated Time: 12:57:34
2023-07-26 22:59:48,983 semantic_segmentation INFO: Iters: 123440/150000 || Lr: 0.004211 || Task Loss: 0.3779 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:31 || Estimated Time: 12:57:17
2023-07-26 23:00:07,646 semantic_segmentation INFO: Iters: 123450/150000 || Lr: 0.004209 || Task Loss: 0.4084 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:49 || Estimated Time: 12:56:59
2023-07-26 23:00:24,935 semantic_segmentation INFO: Iters: 123460/150000 || Lr: 0.004208 || Task Loss: 0.4907 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:07 || Estimated Time: 12:56:42
2023-07-26 23:00:42,337 semantic_segmentation INFO: Iters: 123470/150000 || Lr: 0.004207 || Task Loss: 0.3014 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:24 || Estimated Time: 12:56:24
2023-07-26 23:00:59,748 semantic_segmentation INFO: Iters: 123480/150000 || Lr: 0.004205 || Task Loss: 0.4172 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:42 || Estimated Time: 12:56:07
2023-07-26 23:01:17,167 semantic_segmentation INFO: Iters: 123490/150000 || Lr: 0.004204 || Task Loss: 0.3713 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:59 || Estimated Time: 12:55:49
2023-07-26 23:01:34,557 semantic_segmentation INFO: Iters: 123500/150000 || Lr: 0.004202 || Task Loss: 0.4627 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:16 || Estimated Time: 12:55:31
2023-07-26 23:01:51,882 semantic_segmentation INFO: Iters: 123510/150000 || Lr: 0.004201 || Task Loss: 0.3500 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:34 || Estimated Time: 12:55:14
2023-07-26 23:02:09,292 semantic_segmentation INFO: Iters: 123520/150000 || Lr: 0.004199 || Task Loss: 0.3347 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:51 || Estimated Time: 12:54:56
2023-07-26 23:02:26,690 semantic_segmentation INFO: Iters: 123530/150000 || Lr: 0.004198 || Task Loss: 0.3516 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:15:08 || Estimated Time: 12:54:39
2023-07-26 23:02:44,621 semantic_segmentation INFO: Iters: 123540/150000 || Lr: 0.004197 || Task Loss: 0.4267 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:15:26 || Estimated Time: 12:54:21
2023-07-26 23:03:02,022 semantic_segmentation INFO: Iters: 123550/150000 || Lr: 0.004195 || Task Loss: 0.3699 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:15:44 || Estimated Time: 12:54:04
2023-07-26 23:03:19,433 semantic_segmentation INFO: Iters: 123560/150000 || Lr: 0.004194 || Task Loss: 0.3037 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:16:01 || Estimated Time: 12:53:46
2023-07-26 23:03:36,838 semantic_segmentation INFO: Iters: 123570/150000 || Lr: 0.004192 || Task Loss: 0.3749 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:16:19 || Estimated Time: 12:53:28
2023-07-26 23:03:54,236 semantic_segmentation INFO: Iters: 123580/150000 || Lr: 0.004191 || Task Loss: 0.3824 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:16:36 || Estimated Time: 12:53:11
2023-07-26 23:04:12,122 semantic_segmentation INFO: Iters: 123590/150000 || Lr: 0.004189 || Task Loss: 0.2647 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:16:54 || Estimated Time: 12:52:53
2023-07-26 23:04:29,572 semantic_segmentation INFO: Iters: 123600/150000 || Lr: 0.004188 || Task Loss: 0.2914 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:11 || Estimated Time: 12:52:36
2023-07-26 23:04:47,414 semantic_segmentation INFO: Iters: 123610/150000 || Lr: 0.004187 || Task Loss: 0.6886 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:29 || Estimated Time: 12:52:18
2023-07-26 23:05:05,094 semantic_segmentation INFO: Iters: 123620/150000 || Lr: 0.004185 || Task Loss: 0.3009 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:47 || Estimated Time: 12:52:01
2023-07-26 23:05:22,513 semantic_segmentation INFO: Iters: 123630/150000 || Lr: 0.004184 || Task Loss: 0.2634 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:04 || Estimated Time: 12:51:43
2023-07-26 23:05:39,925 semantic_segmentation INFO: Iters: 123640/150000 || Lr: 0.004182 || Task Loss: 0.4006 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:22 || Estimated Time: 12:51:25
2023-07-26 23:05:57,224 semantic_segmentation INFO: Iters: 123650/150000 || Lr: 0.004181 || Task Loss: 0.2974 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:39 || Estimated Time: 12:51:08
2023-07-26 23:06:14,639 semantic_segmentation INFO: Iters: 123660/150000 || Lr: 0.004179 || Task Loss: 0.2855 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:56 || Estimated Time: 12:50:50
2023-07-26 23:06:32,044 semantic_segmentation INFO: Iters: 123670/150000 || Lr: 0.004178 || Task Loss: 0.3209 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:19:14 || Estimated Time: 12:50:33
2023-07-26 23:06:50,267 semantic_segmentation INFO: Iters: 123680/150000 || Lr: 0.004177 || Task Loss: 0.4530 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:19:32 || Estimated Time: 12:50:15
2023-07-26 23:07:07,669 semantic_segmentation INFO: Iters: 123690/150000 || Lr: 0.004175 || Task Loss: 0.3332 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:19:49 || Estimated Time: 12:49:58
2023-07-26 23:07:25,084 semantic_segmentation INFO: Iters: 123700/150000 || Lr: 0.004174 || Task Loss: 0.4849 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:07 || Estimated Time: 12:49:40
2023-07-26 23:07:42,396 semantic_segmentation INFO: Iters: 123710/150000 || Lr: 0.004172 || Task Loss: 0.4233 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:24 || Estimated Time: 12:49:22
2023-07-26 23:08:01,107 semantic_segmentation INFO: Iters: 123720/150000 || Lr: 0.004171 || Task Loss: 0.3678 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:43 || Estimated Time: 12:49:05
2023-07-26 23:08:18,528 semantic_segmentation INFO: Iters: 123730/150000 || Lr: 0.004169 || Task Loss: 0.4240 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:00 || Estimated Time: 12:48:48
2023-07-26 23:08:35,945 semantic_segmentation INFO: Iters: 123740/150000 || Lr: 0.004168 || Task Loss: 0.3328 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:18 || Estimated Time: 12:48:30
2023-07-26 23:08:53,343 semantic_segmentation INFO: Iters: 123750/150000 || Lr: 0.004167 || Task Loss: 0.2764 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:35 || Estimated Time: 12:48:12
2023-07-26 23:09:10,760 semantic_segmentation INFO: Iters: 123760/150000 || Lr: 0.004165 || Task Loss: 0.2849 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:53 || Estimated Time: 12:47:55
2023-07-26 23:09:28,171 semantic_segmentation INFO: Iters: 123770/150000 || Lr: 0.004164 || Task Loss: 0.3124 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:10 || Estimated Time: 12:47:37
2023-07-26 23:09:46,396 semantic_segmentation INFO: Iters: 123780/150000 || Lr: 0.004162 || Task Loss: 0.3971 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:28 || Estimated Time: 12:47:20
2023-07-26 23:10:03,793 semantic_segmentation INFO: Iters: 123790/150000 || Lr: 0.004161 || Task Loss: 0.3233 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:46 || Estimated Time: 12:47:02
2023-07-26 23:10:21,204 semantic_segmentation INFO: Iters: 123800/150000 || Lr: 0.004159 || Task Loss: 0.2930 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:03 || Estimated Time: 12:46:45
2023-07-26 23:10:38,617 semantic_segmentation INFO: Iters: 123810/150000 || Lr: 0.004158 || Task Loss: 0.4196 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:20 || Estimated Time: 12:46:27
2023-07-26 23:10:56,021 semantic_segmentation INFO: Iters: 123820/150000 || Lr: 0.004157 || Task Loss: 0.3221 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:38 || Estimated Time: 12:46:09
2023-07-26 23:11:13,635 semantic_segmentation INFO: Iters: 123830/150000 || Lr: 0.004155 || Task Loss: 0.3520 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:55 || Estimated Time: 12:45:52
2023-07-26 23:11:31,029 semantic_segmentation INFO: Iters: 123840/150000 || Lr: 0.004154 || Task Loss: 0.4735 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:24:13 || Estimated Time: 12:45:34
2023-07-26 23:11:48,973 semantic_segmentation INFO: Iters: 123850/150000 || Lr: 0.004152 || Task Loss: 0.3867 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:24:31 || Estimated Time: 12:45:17
2023-07-26 23:12:07,084 semantic_segmentation INFO: Iters: 123860/150000 || Lr: 0.004151 || Task Loss: 0.2920 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:24:49 || Estimated Time: 12:44:59
2023-07-26 23:12:24,489 semantic_segmentation INFO: Iters: 123870/150000 || Lr: 0.004149 || Task Loss: 0.4717 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:25:06 || Estimated Time: 12:44:42
2023-07-26 23:12:41,900 semantic_segmentation INFO: Iters: 123880/150000 || Lr: 0.004148 || Task Loss: 0.4069 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:25:24 || Estimated Time: 12:44:24
2023-07-26 23:12:59,220 semantic_segmentation INFO: Iters: 123890/150000 || Lr: 0.004147 || Task Loss: 0.3825 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:25:41 || Estimated Time: 12:44:07
2023-07-26 23:13:17,047 semantic_segmentation INFO: Iters: 123900/150000 || Lr: 0.004145 || Task Loss: 0.3859 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:25:59 || Estimated Time: 12:43:49
2023-07-26 23:13:34,425 semantic_segmentation INFO: Iters: 123910/150000 || Lr: 0.004144 || Task Loss: 0.3189 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:16 || Estimated Time: 12:43:31
2023-07-26 23:13:51,838 semantic_segmentation INFO: Iters: 123920/150000 || Lr: 0.004142 || Task Loss: 0.2821 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:34 || Estimated Time: 12:43:14
2023-07-26 23:14:09,247 semantic_segmentation INFO: Iters: 123930/150000 || Lr: 0.004141 || Task Loss: 0.2942 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:51 || Estimated Time: 12:42:56
2023-07-26 23:14:27,202 semantic_segmentation INFO: Iters: 123940/150000 || Lr: 0.004139 || Task Loss: 0.3904 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:09 || Estimated Time: 12:42:39
2023-07-26 23:14:44,682 semantic_segmentation INFO: Iters: 123950/150000 || Lr: 0.004138 || Task Loss: 0.4886 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:26 || Estimated Time: 12:42:21
2023-07-26 23:15:02,107 semantic_segmentation INFO: Iters: 123960/150000 || Lr: 0.004137 || Task Loss: 0.4901 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:44 || Estimated Time: 12:42:04
2023-07-26 23:15:19,720 semantic_segmentation INFO: Iters: 123970/150000 || Lr: 0.004135 || Task Loss: 0.3640 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:02 || Estimated Time: 12:41:46
2023-07-26 23:15:37,525 semantic_segmentation INFO: Iters: 123980/150000 || Lr: 0.004134 || Task Loss: 0.3929 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:19 || Estimated Time: 12:41:29
2023-07-26 23:15:54,924 semantic_segmentation INFO: Iters: 123990/150000 || Lr: 0.004132 || Task Loss: 0.2541 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:37 || Estimated Time: 12:41:11
2023-07-26 23:16:12,330 semantic_segmentation INFO: Iters: 124000/150000 || Lr: 0.004131 || Task Loss: 0.3423 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:54 || Estimated Time: 12:40:53
2023-07-26 23:16:12,455 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 23:16:12,845 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 23:16:12,859 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-26 23:16:12,872 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.146
2023-07-26 23:16:12,888 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.147
2023-07-26 23:16:12,903 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.220
2023-07-26 23:16:12,916 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.248
2023-07-26 23:16:12,931 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.289
2023-07-26 23:16:12,947 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.294
2023-07-26 23:16:12,961 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.335
2023-07-26 23:16:12,976 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.380
2023-07-26 23:16:12,992 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.383
2023-07-26 23:16:13,008 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.424
2023-07-26 23:16:13,022 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.387
2023-07-26 23:16:13,037 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.901, mIoU: 0.374
2023-07-26 23:16:13,052 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.903, mIoU: 0.364
2023-07-26 23:16:13,066 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.906, mIoU: 0.359
2023-07-26 23:16:13,077 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.356
2023-07-26 23:16:13,092 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.355
2023-07-26 23:16:13,109 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.907, mIoU: 0.364
2023-07-26 23:16:13,128 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.908, mIoU: 0.408
2023-07-26 23:16:13,145 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.912, mIoU: 0.415
2023-07-26 23:16:13,162 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.424
2023-07-26 23:16:13,179 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.910, mIoU: 0.456
2023-07-26 23:16:13,197 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.912, mIoU: 0.455
2023-07-26 23:16:13,214 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.454
2023-07-26 23:16:13,230 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.910, mIoU: 0.453
2023-07-26 23:16:13,246 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.452
2023-07-26 23:16:13,259 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.452
2023-07-26 23:16:13,276 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.440
2023-07-26 23:16:13,292 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.440
2023-07-26 23:16:13,307 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.444
2023-07-26 23:16:13,324 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.443
2023-07-26 23:16:13,340 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.453
2023-07-26 23:16:13,356 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.451
2023-07-26 23:16:13,371 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.456
2023-07-26 23:16:13,387 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.457
2023-07-26 23:16:13,401 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.457
2023-07-26 23:16:13,414 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.502
2023-07-26 23:16:13,431 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.489
2023-07-26 23:16:13,445 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-26 23:16:13,458 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.514
2023-07-26 23:16:13,473 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.514
2023-07-26 23:16:13,488 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.511
2023-07-26 23:16:13,503 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.511
2023-07-26 23:16:13,520 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.515
2023-07-26 23:16:13,537 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.518
2023-07-26 23:16:13,551 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-26 23:16:13,565 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.525
2023-07-26 23:16:13,581 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.527
2023-07-26 23:16:13,599 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-26 23:16:13,617 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.527
2023-07-26 23:16:13,633 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.527
2023-07-26 23:16:13,648 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.525
2023-07-26 23:16:13,666 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.526
2023-07-26 23:16:13,683 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.531
2023-07-26 23:16:13,697 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.525
2023-07-26 23:16:13,713 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-26 23:16:13,731 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.919, mIoU: 0.520
2023-07-26 23:16:13,744 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.521
2023-07-26 23:16:13,760 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.918, mIoU: 0.572
2023-07-26 23:16:13,774 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-26 23:16:13,790 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.919, mIoU: 0.569
2023-07-26 23:16:13,803 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.568
2023-07-26 23:16:13,821 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-26 23:16:13,835 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-26 23:16:13,851 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-26 23:16:13,866 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.575
2023-07-26 23:16:13,880 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.620
2023-07-26 23:16:13,895 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.621
2023-07-26 23:16:13,911 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.620
2023-07-26 23:16:13,928 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.647
2023-07-26 23:16:13,943 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.647
2023-07-26 23:16:13,960 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.638
2023-07-26 23:16:13,976 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.638
2023-07-26 23:16:13,992 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.640
2023-07-26 23:16:14,009 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.640
2023-07-26 23:16:14,026 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-26 23:16:14,036 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.634
2023-07-26 23:16:14,052 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.635
2023-07-26 23:16:14,070 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.635
2023-07-26 23:16:14,084 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-26 23:16:14,101 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.920, mIoU: 0.637
2023-07-26 23:16:14,117 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 23:16:14,133 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.624
2023-07-26 23:16:14,149 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.617
2023-07-26 23:16:14,165 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-26 23:16:14,181 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.614
2023-07-26 23:16:14,196 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-26 23:16:14,212 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 23:16:14,226 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 23:16:14,241 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 23:16:14,257 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-26 23:16:14,273 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-26 23:16:14,288 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-26 23:16:14,304 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 23:16:14,319 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 23:16:14,334 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-26 23:16:14,348 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 23:16:14,365 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-26 23:16:14,379 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 23:16:14,396 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:14,411 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:14,425 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:16:14,441 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:14,457 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 23:16:14,470 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:14,486 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:14,502 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 23:16:14,516 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:14,530 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:16:14,543 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:16:14,557 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:14,573 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 23:16:14,589 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 23:16:14,605 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 23:16:14,618 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 23:16:14,632 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 23:16:14,648 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 23:16:14,661 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-26 23:16:14,676 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 23:16:14,692 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 23:16:14,706 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 23:16:14,719 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 23:16:14,736 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-26 23:16:14,752 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-26 23:16:14,761 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.630
2023-07-26 23:16:14,774 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.629
2023-07-26 23:16:14,791 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-26 23:16:14,800 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-26 23:16:14,814 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 23:16:14,830 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 23:16:14,846 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-26 23:16:14,860 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 23:16:14,877 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-26 23:16:14,890 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-26 23:16:14,904 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 23:16:14,920 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 23:16:14,934 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 23:16:14,950 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-26 23:16:14,964 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-26 23:16:14,980 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 23:16:14,997 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-26 23:16:15,013 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 23:16:15,030 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-26 23:16:15,046 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 23:16:15,061 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-26 23:16:15,077 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-26 23:16:15,092 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-26 23:16:15,104 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:15,120 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:16:15,135 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:16:15,149 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 23:16:15,165 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 23:16:15,178 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:16:15,192 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:16:15,208 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:15,224 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 23:16:15,241 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:15,256 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:15,272 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:15,287 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:15,303 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-26 23:16:15,317 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:15,332 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-26 23:16:18,332 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-26 23:16:18,348 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 23:16:18,394 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-26 23:16:18,425 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-26 23:16:18,438 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-26 23:16:18,470 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-26 23:16:18,486 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 23:16:18,500 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-26 23:16:18,516 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 23:16:18,531 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-26 23:16:18,547 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.907, mIoU: 0.607
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2023-07-26 23:16:18,578 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 23:16:18,594 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 23:16:18,609 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-26 23:16:18,625 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 23:16:18,656 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-26 23:16:18,670 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 23:16:18,685 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 23:16:18,701 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:18,717 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:18,733 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-26 23:16:18,764 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.909, mIoU: 0.608
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2023-07-26 23:16:18,792 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 23:16:18,808 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 23:16:18,822 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-26 23:16:18,838 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 23:16:18,854 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 23:16:18,870 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:18,884 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:18,897 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.909, mIoU: 0.608
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2023-07-26 23:16:18,929 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.910, mIoU: 0.609
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2023-07-26 23:16:18,992 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-26 23:16:19,006 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.910, mIoU: 0.607
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2023-07-26 23:16:19,039 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.910, mIoU: 0.607
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2023-07-26 23:16:19,069 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:19,085 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-26 23:16:19,100 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 23:16:19,114 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 23:16:19,126 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:19,142 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.909, mIoU: 0.608
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2023-07-26 23:16:19,174 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 23:16:19,190 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 23:16:19,204 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-26 23:16:19,221 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.910, mIoU: 0.609
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2023-07-26 23:16:19,253 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-26 23:16:19,267 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-26 23:16:19,283 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 23:16:19,296 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-26 23:16:19,314 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-26 23:16:19,328 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 23:16:19,344 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 23:16:19,361 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 23:16:19,374 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 23:16:19,390 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 23:16:19,406 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 23:16:19,420 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-26 23:16:19,435 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 23:16:19,452 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-26 23:16:19,467 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:19,483 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:19,499 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:19,514 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 23:16:19,531 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-26 23:16:19,547 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.911, mIoU: 0.618
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2023-07-26 23:16:19,655 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-26 23:16:19,758 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-26 23:16:19,821 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.910, mIoU: 0.613
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2023-07-26 23:16:19,873 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-26 23:16:19,887 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 23:16:19,901 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 23:16:19,917 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-26 23:16:19,930 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-26 23:16:19,946 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 23:16:19,962 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-26 23:16:19,978 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:19,994 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:20,009 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:20,023 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-26 23:16:20,038 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.911, mIoU: 0.618
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2023-07-26 23:16:20,068 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 23:16:20,085 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 23:16:20,097 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-26 23:16:20,112 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 23:16:20,127 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-26 23:16:20,143 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 23:16:20,159 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-26 23:16:20,175 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 23:16:20,187 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-26 23:16:20,201 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-26 23:16:20,217 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 23:16:20,233 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-26 23:16:20,246 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 23:16:20,260 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-26 23:16:20,274 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 23:16:20,289 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 23:16:20,305 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-26 23:16:20,320 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,329 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,344 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,360 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,373 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,388 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,403 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-26 23:16:20,433 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-26 23:16:20,463 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 23:16:20,480 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 23:16:20,497 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-26 23:16:20,513 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-26 23:16:20,542 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 23:16:20,558 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-26 23:16:20,573 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-26 23:16:20,588 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-26 23:16:20,620 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-26 23:16:20,636 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-26 23:16:20,652 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-26 23:16:20,728 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-26 23:16:20,758 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-26 23:16:20,774 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-26 23:16:20,803 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.914, mIoU: 0.633
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2023-07-26 23:16:20,831 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-26 23:16:20,874 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.913, mIoU: 0.636
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2023-07-26 23:16:21,008 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-26 23:16:21,129 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-26 23:16:21,174 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-26 23:16:21,203 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:16:21,219 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-26 23:16:21,269 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-26 23:16:21,286 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 23:16:21,331 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-26 23:16:21,363 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,379 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,392 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,408 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,424 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,441 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:21,451 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:16:21,467 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,483 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,497 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,513 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,527 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,543 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,559 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,575 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,589 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,602 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,616 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,632 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-26 23:16:21,648 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,664 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,679 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,695 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,709 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 23:16:21,724 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-26 23:16:21,741 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:21,754 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:21,770 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,786 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:21,801 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-26 23:16:21,816 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-26 23:16:21,831 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,843 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,859 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,874 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,889 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,904 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,920 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,933 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,948 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,964 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,980 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:21,994 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:16:22,010 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:22,025 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:22,041 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:22,057 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:16:22,073 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:22,089 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:22,105 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:22,121 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:22,136 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:22,149 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:22,165 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:16:22,180 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:16:22,196 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:16:22,209 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:16:22,225 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:22,238 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:22,254 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:22,269 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:22,285 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:22,300 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:22,316 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:22,332 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,346 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,361 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:16:22,376 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:16:22,392 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 23:16:22,410 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 23:16:22,426 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,442 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,453 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,466 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 23:16:22,482 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,496 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,511 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,525 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,538 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,554 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,571 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,586 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,602 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,616 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,630 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,643 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,658 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,673 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,689 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,704 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,719 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,735 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,749 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,765 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:16:22,780 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,794 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,808 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:22,822 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,839 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,855 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,869 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,884 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,901 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:22,917 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:22,931 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:22,944 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:22,953 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:22,968 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:22,985 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,001 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,017 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,033 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:23,049 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,065 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,080 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,093 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,109 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,123 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:23,139 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,155 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,168 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,182 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:23,196 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:23,211 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:23,225 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:16:23,238 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:16:23,252 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:16:23,268 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:16:23,284 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:16:23,296 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:16:23,311 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:16:23,325 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,336 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,352 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,367 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:16:23,383 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,398 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,414 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,429 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,442 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,458 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,473 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,490 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,506 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,521 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,536 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,550 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:23,564 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,577 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:16:23,593 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:16:23,610 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,624 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,638 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,653 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:23,668 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:16:23,684 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,699 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,715 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,728 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,743 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,757 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,771 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,786 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,801 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,817 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:23,830 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,846 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,862 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,875 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,888 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-26 23:16:23,919 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:23,934 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:23,949 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:23,962 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-26 23:16:23,991 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:24,004 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,020 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:24,038 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,052 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,068 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,082 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,098 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,113 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,127 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:24,141 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:24,156 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:24,172 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:24,185 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,201 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:24,216 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,231 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,244 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,259 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,275 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,292 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,305 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,319 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,333 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,348 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,362 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,376 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,392 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,409 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,422 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,439 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,456 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,472 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,489 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,503 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,516 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:24,531 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:24,545 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:16:24,558 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,572 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,587 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,601 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,614 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,628 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,644 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,659 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,675 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,688 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,701 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,716 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,731 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,746 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:16:24,761 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:16:24,775 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,788 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,800 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,817 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,833 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,848 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 23:16:24,863 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,874 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,888 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:24,903 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,919 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,932 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:24,948 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,962 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:24,978 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:24,992 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:25,007 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:25,021 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,036 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,052 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,066 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,082 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,097 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:25,112 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:25,128 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:25,143 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:25,158 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:25,173 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:25,188 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 23:16:25,203 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-26 23:16:25,219 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,233 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,247 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,260 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:25,277 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:25,292 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,309 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,324 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,337 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,352 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,369 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,384 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,398 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,414 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,429 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,442 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,457 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,473 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,488 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,501 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,512 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,529 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:25,544 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:25,559 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:25,573 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:25,588 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:25,604 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,620 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,636 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,650 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,665 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,679 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,695 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,710 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:16:25,723 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,739 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,753 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,769 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,784 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,800 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:25,815 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,830 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,845 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,860 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,876 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,891 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,907 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,922 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,931 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,946 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,959 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,974 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:25,990 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,006 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,019 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,035 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,051 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,066 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,082 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,099 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,112 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,128 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,144 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:26,159 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,173 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,188 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:26,204 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:26,220 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:26,233 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:26,248 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:26,264 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:26,277 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:26,291 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,306 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,319 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,334 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,347 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,361 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,376 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,391 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,406 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,422 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,438 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,452 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,465 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,481 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:26,495 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:26,509 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:26,524 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:26,540 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,555 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,572 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,585 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,599 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,616 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,631 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,645 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,660 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,674 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,690 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,704 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,721 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,736 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:26,751 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:26,760 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,776 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,792 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,805 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:26,820 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,836 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,851 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,865 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:26,881 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 23:16:26,896 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 23:16:26,912 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 23:16:26,928 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:26,944 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:26,962 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:26,979 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:26,994 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:27,010 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 23:16:27,026 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 23:16:27,041 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-26 23:16:27,054 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,070 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,086 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,102 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,109 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,122 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-26 23:16:27,136 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-26 23:16:27,148 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 23:16:27,160 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 23:16:27,175 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 23:16:27,189 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 23:16:27,204 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,216 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,230 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,245 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,256 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,273 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,286 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,302 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,318 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,333 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,349 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,361 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,375 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,391 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,406 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,422 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,437 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,450 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,460 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,472 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,485 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,496 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,511 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,525 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,539 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,555 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,570 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,584 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-26 23:16:27,599 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,614 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,629 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,644 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,659 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,674 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,690 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,706 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:27,720 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,733 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,749 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,762 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,778 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,792 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,807 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:27,823 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 23:16:27,841 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 23:16:27,857 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 23:16:27,870 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 23:16:27,886 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 23:16:27,901 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,916 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,932 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,945 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,958 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,973 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:27,988 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,003 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,018 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,034 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 23:16:28,050 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 23:16:28,065 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,081 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,094 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,110 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:28,120 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:28,134 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 23:16:28,149 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 23:16:28,162 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,177 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,192 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,208 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,224 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,240 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,255 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,270 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,283 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,299 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,312 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,327 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,343 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,356 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,371 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,384 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,399 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,414 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,429 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,444 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,459 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,472 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,486 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,502 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 23:16:28,515 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,529 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,545 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,561 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,576 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,590 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,604 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,620 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,636 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,652 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,666 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,679 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,695 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,710 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,726 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,742 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,757 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,773 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:28,787 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:28,803 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:28,818 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 23:16:28,833 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,848 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 23:16:28,863 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,876 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,892 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,907 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,923 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,936 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 23:16:28,951 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:28,967 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:28,983 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:28,996 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:29,011 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:29,027 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,041 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,057 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,073 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,090 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,104 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,120 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,137 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,151 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,167 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,180 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:16:29,189 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,205 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,221 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,234 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,250 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,266 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,279 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,292 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:29,308 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:29,323 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,338 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,356 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,370 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,387 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:29,402 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,415 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,430 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,445 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,460 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,473 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,487 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:29,503 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,518 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,534 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,550 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,564 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,580 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:29,594 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:29,608 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:29,624 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:29,640 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:29,655 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:16:29,671 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,684 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,699 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,714 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,730 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:29,745 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,758 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,774 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,787 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,800 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,812 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,827 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,842 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,857 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,872 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,882 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,896 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,912 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,929 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,942 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,958 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:29,975 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:29,990 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,004 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,019 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,034 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,048 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,063 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,076 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,090 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,105 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,120 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,135 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,151 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,164 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,179 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,195 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,207 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,222 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,237 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,252 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,267 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,280 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,293 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,309 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,324 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,339 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,352 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,368 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,385 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,400 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,411 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,426 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,442 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,458 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 23:16:30,473 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,487 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 23:16:30,502 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:30,517 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:30,530 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,545 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,560 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,576 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,592 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,607 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,622 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,636 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,651 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,664 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,679 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,694 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,710 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,724 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,739 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,751 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,767 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,783 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,798 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,812 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:30,828 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,845 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,860 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,872 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,888 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,903 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,914 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,930 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,946 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,961 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,974 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:30,987 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,002 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,016 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,031 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,044 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,060 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,072 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,086 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,100 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,115 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,131 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,147 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,163 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,177 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,193 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,208 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,224 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,239 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,253 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,266 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,283 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,298 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,314 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:16:31,328 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,341 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,356 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:16:31,371 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,384 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,398 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,413 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,428 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,443 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,458 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,473 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,488 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,502 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,516 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,532 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,545 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,561 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,577 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,592 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,608 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,623 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:31,639 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,654 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,669 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,685 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,701 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,717 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,732 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:31,748 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,763 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,776 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,789 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,805 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,821 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,835 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,850 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,866 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,881 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,896 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,910 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,925 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,941 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,955 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,968 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,982 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:31,995 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,009 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,025 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,040 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,054 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,067 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,083 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,095 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,109 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,125 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,141 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:32,156 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:32,171 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:32,185 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:32,200 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:32,215 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:32,228 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:32,244 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-26 23:16:32,260 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:32,276 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,289 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,304 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,320 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,334 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,349 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,362 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,378 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,393 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-26 23:16:32,424 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,437 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,452 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,467 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,483 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,498 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,513 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,528 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,544 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,554 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,568 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,582 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,595 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,612 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,628 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,642 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,655 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,668 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,682 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,697 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,711 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,726 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,741 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,754 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,769 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,785 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,798 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,814 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,829 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,843 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,858 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,870 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,886 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,902 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:16:32,918 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,933 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,947 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,960 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,975 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:32,990 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,005 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,018 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,031 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,047 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:33,062 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:33,077 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:33,090 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,105 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,121 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,137 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:33,152 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,167 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,175 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,191 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,203 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,217 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,231 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,247 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:16:33,262 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,277 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,293 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,308 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:16:33,324 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,337 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,352 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,369 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,385 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,401 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,416 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,433 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,447 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,462 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,477 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,493 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,507 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,520 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,536 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,552 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,567 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-26 23:16:33,582 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,597 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,613 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,628 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,641 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,657 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,670 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,685 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,701 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,716 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,731 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,744 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,760 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,775 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,791 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,807 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,823 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,839 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,855 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,868 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,884 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,897 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,913 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,928 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,944 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:33,959 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,975 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,989 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:33,999 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,014 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,028 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:16:34,043 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,058 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,074 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,089 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,101 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,110 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,127 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,142 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,157 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,170 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,185 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,201 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,214 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,229 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,244 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,259 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,274 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,287 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:16:34,302 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,316 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,331 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,344 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,359 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,374 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 23:16:34,389 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:34,405 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:34,419 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:34,434 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:34,449 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 23:16:34,467 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:16:52,043 semantic_segmentation INFO: Iters: 124010/150000 || Lr: 0.004129 || Task Loss: 0.3386 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:29:34 || Estimated Time: 12:40:40
2023-07-26 23:17:09,416 semantic_segmentation INFO: Iters: 124020/150000 || Lr: 0.004128 || Task Loss: 0.4953 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:29:51 || Estimated Time: 12:40:23
2023-07-26 23:17:26,688 semantic_segmentation INFO: Iters: 124030/150000 || Lr: 0.004127 || Task Loss: 0.3766 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:08 || Estimated Time: 12:40:05
2023-07-26 23:17:44,084 semantic_segmentation INFO: Iters: 124040/150000 || Lr: 0.004125 || Task Loss: 0.3355 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:26 || Estimated Time: 12:39:48
2023-07-26 23:18:01,492 semantic_segmentation INFO: Iters: 124050/150000 || Lr: 0.004124 || Task Loss: 0.2574 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:43 || Estimated Time: 12:39:30
2023-07-26 23:18:19,524 semantic_segmentation INFO: Iters: 124060/150000 || Lr: 0.004122 || Task Loss: 0.3545 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:01 || Estimated Time: 12:39:13
2023-07-26 23:18:36,908 semantic_segmentation INFO: Iters: 124070/150000 || Lr: 0.004121 || Task Loss: 0.3084 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:19 || Estimated Time: 12:38:55
2023-07-26 23:18:54,327 semantic_segmentation INFO: Iters: 124080/150000 || Lr: 0.004119 || Task Loss: 0.3399 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:36 || Estimated Time: 12:38:37
2023-07-26 23:19:12,073 semantic_segmentation INFO: Iters: 124090/150000 || Lr: 0.004118 || Task Loss: 0.4000 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:54 || Estimated Time: 12:38:20
2023-07-26 23:19:29,648 semantic_segmentation INFO: Iters: 124100/150000 || Lr: 0.004117 || Task Loss: 0.4514 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:11 || Estimated Time: 12:38:02
2023-07-26 23:19:47,044 semantic_segmentation INFO: Iters: 124110/150000 || Lr: 0.004115 || Task Loss: 0.2656 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:29 || Estimated Time: 12:37:45
2023-07-26 23:20:05,290 semantic_segmentation INFO: Iters: 124120/150000 || Lr: 0.004114 || Task Loss: 0.3682 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:47 || Estimated Time: 12:37:27
2023-07-26 23:20:22,697 semantic_segmentation INFO: Iters: 124130/150000 || Lr: 0.004112 || Task Loss: 0.4459 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:04 || Estimated Time: 12:37:10
2023-07-26 23:20:40,104 semantic_segmentation INFO: Iters: 124140/150000 || Lr: 0.004111 || Task Loss: 0.3109 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:22 || Estimated Time: 12:36:52
2023-07-26 23:20:57,526 semantic_segmentation INFO: Iters: 124150/150000 || Lr: 0.004109 || Task Loss: 0.4466 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:39 || Estimated Time: 12:36:35
2023-07-26 23:21:15,242 semantic_segmentation INFO: Iters: 124160/150000 || Lr: 0.004108 || Task Loss: 0.3413 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:57 || Estimated Time: 12:36:17
2023-07-26 23:21:32,636 semantic_segmentation INFO: Iters: 124170/150000 || Lr: 0.004107 || Task Loss: 0.3115 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:14 || Estimated Time: 12:35:59
2023-07-26 23:21:50,758 semantic_segmentation INFO: Iters: 124180/150000 || Lr: 0.004105 || Task Loss: 0.5891 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:33 || Estimated Time: 12:35:42
2023-07-26 23:22:08,646 semantic_segmentation INFO: Iters: 124190/150000 || Lr: 0.004104 || Task Loss: 0.4481 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:50 || Estimated Time: 12:35:25
2023-07-26 23:22:26,076 semantic_segmentation INFO: Iters: 124200/150000 || Lr: 0.004102 || Task Loss: 0.4180 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:08 || Estimated Time: 12:35:07
2023-07-26 23:22:44,015 semantic_segmentation INFO: Iters: 124210/150000 || Lr: 0.004101 || Task Loss: 0.2818 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:26 || Estimated Time: 12:34:49
2023-07-26 23:23:01,418 semantic_segmentation INFO: Iters: 124220/150000 || Lr: 0.004099 || Task Loss: 0.4389 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:43 || Estimated Time: 12:34:32
2023-07-26 23:23:18,827 semantic_segmentation INFO: Iters: 124230/150000 || Lr: 0.004098 || Task Loss: 0.3744 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:01 || Estimated Time: 12:34:14
2023-07-26 23:23:36,408 semantic_segmentation INFO: Iters: 124240/150000 || Lr: 0.004097 || Task Loss: 0.4747 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:18 || Estimated Time: 12:33:57
2023-07-26 23:23:54,042 semantic_segmentation INFO: Iters: 124250/150000 || Lr: 0.004095 || Task Loss: 0.3293 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:36 || Estimated Time: 12:33:39
2023-07-26 23:24:11,458 semantic_segmentation INFO: Iters: 124260/150000 || Lr: 0.004094 || Task Loss: 0.2668 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:53 || Estimated Time: 12:33:22
2023-07-26 23:24:29,090 semantic_segmentation INFO: Iters: 124270/150000 || Lr: 0.004092 || Task Loss: 0.4204 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:11 || Estimated Time: 12:33:04
2023-07-26 23:24:46,648 semantic_segmentation INFO: Iters: 124280/150000 || Lr: 0.004091 || Task Loss: 0.4186 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:28 || Estimated Time: 12:32:46
2023-07-26 23:25:04,456 semantic_segmentation INFO: Iters: 124290/150000 || Lr: 0.004089 || Task Loss: 0.4301 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:46 || Estimated Time: 12:32:29
2023-07-26 23:25:22,092 semantic_segmentation INFO: Iters: 124300/150000 || Lr: 0.004088 || Task Loss: 0.3291 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:04 || Estimated Time: 12:32:11
2023-07-26 23:25:39,939 semantic_segmentation INFO: Iters: 124310/150000 || Lr: 0.004086 || Task Loss: 0.3717 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:22 || Estimated Time: 12:31:54
2023-07-26 23:25:57,342 semantic_segmentation INFO: Iters: 124320/150000 || Lr: 0.004085 || Task Loss: 0.3194 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:39 || Estimated Time: 12:31:36
2023-07-26 23:26:15,571 semantic_segmentation INFO: Iters: 124330/150000 || Lr: 0.004084 || Task Loss: 0.3375 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:57 || Estimated Time: 12:31:19
2023-07-26 23:26:32,980 semantic_segmentation INFO: Iters: 124340/150000 || Lr: 0.004082 || Task Loss: 0.5338 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:39:15 || Estimated Time: 12:31:01
2023-07-26 23:26:50,378 semantic_segmentation INFO: Iters: 124350/150000 || Lr: 0.004081 || Task Loss: 0.3185 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:39:32 || Estimated Time: 12:30:44
2023-07-26 23:27:07,804 semantic_segmentation INFO: Iters: 124360/150000 || Lr: 0.004079 || Task Loss: 0.3915 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:39:50 || Estimated Time: 12:30:26
2023-07-26 23:27:26,013 semantic_segmentation INFO: Iters: 124370/150000 || Lr: 0.004078 || Task Loss: 0.4248 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:08 || Estimated Time: 12:30:09
2023-07-26 23:27:43,943 semantic_segmentation INFO: Iters: 124380/150000 || Lr: 0.004076 || Task Loss: 0.2968 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:26 || Estimated Time: 12:29:51
2023-07-26 23:28:01,354 semantic_segmentation INFO: Iters: 124390/150000 || Lr: 0.004075 || Task Loss: 0.3055 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:43 || Estimated Time: 12:29:34
2023-07-26 23:28:19,233 semantic_segmentation INFO: Iters: 124400/150000 || Lr: 0.004074 || Task Loss: 0.3916 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:01 || Estimated Time: 12:29:16
2023-07-26 23:28:36,690 semantic_segmentation INFO: Iters: 124410/150000 || Lr: 0.004072 || Task Loss: 0.3738 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:18 || Estimated Time: 12:28:59
2023-07-26 23:28:54,097 semantic_segmentation INFO: Iters: 124420/150000 || Lr: 0.004071 || Task Loss: 0.5186 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:36 || Estimated Time: 12:28:41
2023-07-26 23:29:11,509 semantic_segmentation INFO: Iters: 124430/150000 || Lr: 0.004069 || Task Loss: 0.3659 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:53 || Estimated Time: 12:28:23
2023-07-26 23:29:28,907 semantic_segmentation INFO: Iters: 124440/150000 || Lr: 0.004068 || Task Loss: 0.3782 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:11 || Estimated Time: 12:28:06
2023-07-26 23:29:46,942 semantic_segmentation INFO: Iters: 124450/150000 || Lr: 0.004066 || Task Loss: 0.2563 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:29 || Estimated Time: 12:27:48
2023-07-26 23:30:05,025 semantic_segmentation INFO: Iters: 124460/150000 || Lr: 0.004065 || Task Loss: 0.3447 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:47 || Estimated Time: 12:27:31
2023-07-26 23:30:22,471 semantic_segmentation INFO: Iters: 124470/150000 || Lr: 0.004064 || Task Loss: 0.4551 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:04 || Estimated Time: 12:27:13
2023-07-26 23:30:39,881 semantic_segmentation INFO: Iters: 124480/150000 || Lr: 0.004062 || Task Loss: 0.3569 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:22 || Estimated Time: 12:26:56
2023-07-26 23:30:57,474 semantic_segmentation INFO: Iters: 124490/150000 || Lr: 0.004061 || Task Loss: 0.3440 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:39 || Estimated Time: 12:26:38
2023-07-26 23:31:15,017 semantic_segmentation INFO: Iters: 124500/150000 || Lr: 0.004059 || Task Loss: 0.2911 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:57 || Estimated Time: 12:26:21
2023-07-26 23:31:33,212 semantic_segmentation INFO: Iters: 124510/150000 || Lr: 0.004058 || Task Loss: 0.4133 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:15 || Estimated Time: 12:26:03
2023-07-26 23:31:50,645 semantic_segmentation INFO: Iters: 124520/150000 || Lr: 0.004056 || Task Loss: 0.3274 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:32 || Estimated Time: 12:25:45
2023-07-26 23:32:08,226 semantic_segmentation INFO: Iters: 124530/150000 || Lr: 0.004055 || Task Loss: 0.3196 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:50 || Estimated Time: 12:25:28
2023-07-26 23:32:25,982 semantic_segmentation INFO: Iters: 124540/150000 || Lr: 0.004054 || Task Loss: 0.4620 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:08 || Estimated Time: 12:25:10
2023-07-26 23:32:43,369 semantic_segmentation INFO: Iters: 124550/150000 || Lr: 0.004052 || Task Loss: 0.3762 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:25 || Estimated Time: 12:24:53
2023-07-26 23:33:01,092 semantic_segmentation INFO: Iters: 124560/150000 || Lr: 0.004051 || Task Loss: 0.3968 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:43 || Estimated Time: 12:24:35
2023-07-26 23:33:19,221 semantic_segmentation INFO: Iters: 124570/150000 || Lr: 0.004049 || Task Loss: 0.3522 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:01 || Estimated Time: 12:24:18
2023-07-26 23:33:36,615 semantic_segmentation INFO: Iters: 124580/150000 || Lr: 0.004048 || Task Loss: 0.4788 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:18 || Estimated Time: 12:24:00
2023-07-26 23:33:54,034 semantic_segmentation INFO: Iters: 124590/150000 || Lr: 0.004046 || Task Loss: 0.4156 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:36 || Estimated Time: 12:23:43
2023-07-26 23:34:12,065 semantic_segmentation INFO: Iters: 124600/150000 || Lr: 0.004045 || Task Loss: 0.3744 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:54 || Estimated Time: 12:23:25
2023-07-26 23:34:30,041 semantic_segmentation INFO: Iters: 124610/150000 || Lr: 0.004044 || Task Loss: 0.3427 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:12 || Estimated Time: 12:23:08
2023-07-26 23:34:47,476 semantic_segmentation INFO: Iters: 124620/150000 || Lr: 0.004042 || Task Loss: 0.3913 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:29 || Estimated Time: 12:22:50
2023-07-26 23:35:04,792 semantic_segmentation INFO: Iters: 124630/150000 || Lr: 0.004041 || Task Loss: 0.4135 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:47 || Estimated Time: 12:22:33
2023-07-26 23:35:22,622 semantic_segmentation INFO: Iters: 124640/150000 || Lr: 0.004039 || Task Loss: 0.4037 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:04 || Estimated Time: 12:22:15
2023-07-26 23:35:40,536 semantic_segmentation INFO: Iters: 124650/150000 || Lr: 0.004038 || Task Loss: 0.4302 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:22 || Estimated Time: 12:21:58
2023-07-26 23:35:58,273 semantic_segmentation INFO: Iters: 124660/150000 || Lr: 0.004036 || Task Loss: 0.2085 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:40 || Estimated Time: 12:21:40
2023-07-26 23:36:15,858 semantic_segmentation INFO: Iters: 124670/150000 || Lr: 0.004035 || Task Loss: 0.3294 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:58 || Estimated Time: 12:21:22
2023-07-26 23:36:33,293 semantic_segmentation INFO: Iters: 124680/150000 || Lr: 0.004033 || Task Loss: 0.4933 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:15 || Estimated Time: 12:21:05
2023-07-26 23:36:51,394 semantic_segmentation INFO: Iters: 124690/150000 || Lr: 0.004032 || Task Loss: 0.4633 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:33 || Estimated Time: 12:20:47
2023-07-26 23:37:09,310 semantic_segmentation INFO: Iters: 124700/150000 || Lr: 0.004031 || Task Loss: 0.4573 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:51 || Estimated Time: 12:20:30
2023-07-26 23:37:26,722 semantic_segmentation INFO: Iters: 124710/150000 || Lr: 0.004029 || Task Loss: 0.3252 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:09 || Estimated Time: 12:20:12
2023-07-26 23:37:44,133 semantic_segmentation INFO: Iters: 124720/150000 || Lr: 0.004028 || Task Loss: 0.3678 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:26 || Estimated Time: 12:19:55
2023-07-26 23:38:01,945 semantic_segmentation INFO: Iters: 124730/150000 || Lr: 0.004026 || Task Loss: 0.3512 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:44 || Estimated Time: 12:19:37
2023-07-26 23:38:19,866 semantic_segmentation INFO: Iters: 124740/150000 || Lr: 0.004025 || Task Loss: 0.3811 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:02 || Estimated Time: 12:19:20
2023-07-26 23:38:37,280 semantic_segmentation INFO: Iters: 124750/150000 || Lr: 0.004023 || Task Loss: 0.3507 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:19 || Estimated Time: 12:19:02
2023-07-26 23:38:54,680 semantic_segmentation INFO: Iters: 124760/150000 || Lr: 0.004022 || Task Loss: 0.3195 || KD Loss: 0.0247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:36 || Estimated Time: 12:18:45
2023-07-26 23:39:12,544 semantic_segmentation INFO: Iters: 124770/150000 || Lr: 0.004021 || Task Loss: 0.3619 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:54 || Estimated Time: 12:18:27
2023-07-26 23:39:30,126 semantic_segmentation INFO: Iters: 124780/150000 || Lr: 0.004019 || Task Loss: 0.2967 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:12 || Estimated Time: 12:18:09
2023-07-26 23:39:47,905 semantic_segmentation INFO: Iters: 124790/150000 || Lr: 0.004018 || Task Loss: 0.3061 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:30 || Estimated Time: 12:17:52
2023-07-26 23:40:05,644 semantic_segmentation INFO: Iters: 124800/150000 || Lr: 0.004016 || Task Loss: 0.3991 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:47 || Estimated Time: 12:17:34
2023-07-26 23:40:05,772 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 23:40:06,163 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.092
2023-07-26 23:40:06,188 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.133
2023-07-26 23:40:06,201 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.139
2023-07-26 23:40:06,216 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.141
2023-07-26 23:40:06,230 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.215
2023-07-26 23:40:06,243 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.261
2023-07-26 23:40:06,257 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.303
2023-07-26 23:40:06,271 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.307
2023-07-26 23:40:06,284 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.348
2023-07-26 23:40:06,298 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.393
2023-07-26 23:40:06,313 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.395
2023-07-26 23:40:06,329 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.437
2023-07-26 23:40:06,342 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.398
2023-07-26 23:40:06,357 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.908, mIoU: 0.386
2023-07-26 23:40:06,372 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.911, mIoU: 0.376
2023-07-26 23:40:06,385 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.372
2023-07-26 23:40:06,396 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.370
2023-07-26 23:40:06,409 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.369
2023-07-26 23:40:06,424 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.376
2023-07-26 23:40:06,441 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.916, mIoU: 0.420
2023-07-26 23:40:06,456 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.920, mIoU: 0.421
2023-07-26 23:40:06,472 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.431
2023-07-26 23:40:06,487 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.466
2023-07-26 23:40:06,504 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.465
2023-07-26 23:40:06,521 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.465
2023-07-26 23:40:06,537 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.464
2023-07-26 23:40:06,553 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.466
2023-07-26 23:40:06,566 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.466
2023-07-26 23:40:06,583 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.453
2023-07-26 23:40:06,600 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.454
2023-07-26 23:40:06,615 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.454
2023-07-26 23:40:06,632 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.453
2023-07-26 23:40:06,648 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.464
2023-07-26 23:40:06,664 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.462
2023-07-26 23:40:06,680 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.480
2023-07-26 23:40:06,696 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.481
2023-07-26 23:40:06,710 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.482
2023-07-26 23:40:06,724 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.527
2023-07-26 23:40:06,741 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.517
2023-07-26 23:40:06,754 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.515
2023-07-26 23:40:06,768 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.542
2023-07-26 23:40:06,784 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.542
2023-07-26 23:40:06,799 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.540
2023-07-26 23:40:06,813 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.540
2023-07-26 23:40:06,828 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.543
2023-07-26 23:40:06,844 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.547
2023-07-26 23:40:06,858 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.553
2023-07-26 23:40:06,871 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-26 23:40:06,885 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.556
2023-07-26 23:40:06,902 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.556
2023-07-26 23:40:06,919 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.555
2023-07-26 23:40:06,935 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.556
2023-07-26 23:40:06,949 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.554
2023-07-26 23:40:06,966 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-26 23:40:06,982 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-26 23:40:06,996 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.555
2023-07-26 23:40:07,013 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.552
2023-07-26 23:40:07,031 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-26 23:40:07,045 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-26 23:40:07,062 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-26 23:40:07,076 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.600
2023-07-26 23:40:07,092 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.598
2023-07-26 23:40:07,106 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-26 23:40:07,125 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-26 23:40:07,139 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-26 23:40:07,155 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-26 23:40:07,171 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.602
2023-07-26 23:40:07,185 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-26 23:40:07,201 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-26 23:40:07,217 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.648
2023-07-26 23:40:07,233 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 23:40:07,247 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-26 23:40:07,262 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-26 23:40:07,278 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.663
2023-07-26 23:40:07,293 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.666
2023-07-26 23:40:07,309 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.665
2023-07-26 23:40:07,325 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 23:40:07,334 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 23:40:07,350 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-26 23:40:07,367 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-26 23:40:07,381 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 23:40:07,397 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 23:40:07,412 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-26 23:40:07,428 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-26 23:40:07,444 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-26 23:40:07,460 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 23:40:07,476 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 23:40:07,491 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.637
2023-07-26 23:40:07,507 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:40:07,521 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-26 23:40:07,536 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 23:40:07,553 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-26 23:40:07,569 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:40:07,585 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 23:40:07,601 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-26 23:40:07,617 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-26 23:40:07,631 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-26 23:40:07,645 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-26 23:40:07,660 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-26 23:40:07,674 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.665
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2023-07-26 23:40:07,900 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-26 23:40:07,975 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-26 23:40:08,006 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.920, mIoU: 0.651
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2023-07-26 23:40:08,114 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-26 23:40:08,175 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.648
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2023-07-26 23:40:08,386 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-26 23:40:08,413 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-26 23:40:08,714 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-26 23:40:09,167 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 23:40:09,184 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-26 23:40:09,200 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 23:40:09,216 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 23:40:09,232 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-26 23:40:09,750 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-26 23:40:09,763 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-26 23:40:09,828 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-26 23:40:10,642 semantic_segmentation INFO: Sample: 297, Validation pixAcc: 0.911, mIoU: 0.637
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2023-07-26 23:40:11,174 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.913, mIoU: 0.641
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2023-07-26 23:40:11,242 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-26 23:40:11,380 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-26 23:40:12,230 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-26 23:40:12,741 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-26 23:40:12,838 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-26 23:40:12,930 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-26 23:40:13,213 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-26 23:40:13,483 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-26 23:40:13,612 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:40:13,627 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:40:13,641 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:40:13,656 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:40:13,671 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 23:40:13,686 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,702 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,716 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,733 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:40:13,749 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-26 23:40:13,766 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-26 23:40:13,782 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,797 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:40:13,810 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,826 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:40:13,841 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:40:13,856 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:40:13,871 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-26 23:40:13,888 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 23:40:13,905 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:40:13,921 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 23:40:13,935 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-26 23:40:13,950 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 23:40:13,966 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 23:40:13,982 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 23:40:13,998 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:40:14,014 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:40:14,028 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:40:14,044 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:40:14,059 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-26 23:40:14,073 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-26 23:40:14,089 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-26 23:40:14,101 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 23:40:14,117 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 23:40:14,131 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-26 23:40:14,143 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:40:14,156 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:40:14,172 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,188 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-26 23:40:14,203 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,219 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,228 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,243 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 23:40:14,260 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 23:40:14,276 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,291 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-26 23:40:14,307 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,321 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-26 23:40:14,335 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,351 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,367 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,383 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,397 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,410 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,426 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,442 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,457 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,471 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,487 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,504 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,520 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,533 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-26 23:40:14,550 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,565 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,579 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,594 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,610 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,625 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,640 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:40:14,654 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:14,670 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:14,685 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:14,702 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:14,713 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-26 23:40:14,729 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,746 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,759 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,775 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,790 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,806 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,822 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,838 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,852 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,865 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-26 23:40:14,879 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,895 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,910 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,926 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,941 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-26 23:40:14,957 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,970 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:14,986 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:40:15,002 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:40:15,016 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:40:15,031 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:40:15,046 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 23:40:15,061 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,077 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,092 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,104 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,120 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,136 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,151 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,167 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,183 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,196 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-26 23:40:15,211 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-26 23:40:15,227 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,243 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,257 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,274 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,289 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,306 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,321 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-26 23:40:15,337 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,352 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:40:15,368 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:40:15,383 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 23:40:15,398 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,412 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,427 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-26 23:40:15,443 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-26 23:40:15,458 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,471 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,487 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,501 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,517 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,532 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,548 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,564 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,580 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 23:40:15,595 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,609 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,624 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 23:40:15,639 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 23:40:15,655 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 23:40:15,673 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-26 23:40:15,688 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:15,704 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:15,715 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,728 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,744 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,758 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,773 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,786 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,800 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,816 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,833 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 23:40:15,848 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,864 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,878 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,893 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,906 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,921 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,936 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 23:40:15,952 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 23:40:15,968 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:15,984 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:15,999 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:16,013 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:16,029 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 23:40:16,044 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 23:40:16,086 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 23:40:16,147 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 23:40:16,179 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-26 23:40:16,245 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-26 23:40:16,511 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:16,526 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 23:40:16,542 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:16,554 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:16,569 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,582 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,594 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,610 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,625 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,641 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,656 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,672 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,687 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,701 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,717 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,733 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,750 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,766 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:16,781 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,797 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:16,811 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,824 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,837 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:16,852 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:16,869 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:16,882 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,896 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:16,911 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:16,925 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:16,940 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:16,956 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:16,971 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:16,984 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,000 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:17,014 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,028 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,044 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,059 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,076 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,090 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,106 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,122 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,136 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,149 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,165 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,181 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:17,197 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:17,213 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:17,225 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,239 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,254 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,267 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 23:40:17,283 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:17,301 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:17,314 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,330 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,344 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,360 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,376 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,390 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,403 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,419 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,435 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,449 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,465 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,481 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,496 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,510 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,525 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,541 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,559 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,573 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,587 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,601 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,617 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,630 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,643 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,659 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,674 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,687 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,703 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:17,718 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,734 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:17,750 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,763 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,776 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,791 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,805 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,818 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:17,832 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,848 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,862 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,876 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,891 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,907 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-26 23:40:17,923 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,939 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,953 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:17,966 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:17,982 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:17,997 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:18,013 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:18,028 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:18,041 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:18,054 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,066 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,082 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,098 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,112 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,127 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,138 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,152 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,167 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,183 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,196 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,212 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,226 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,243 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,256 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,272 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,286 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:18,302 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:18,317 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:18,331 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,347 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,363 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,379 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,394 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,410 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,425 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,440 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,454 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,469 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,485 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,498 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,511 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,524 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,540 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,555 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,571 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,586 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:18,598 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,612 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,629 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,645 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,659 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,675 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,690 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,704 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,719 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,735 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,751 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:18,764 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,776 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,794 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:18,809 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:18,824 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:18,838 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:18,853 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:18,869 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:18,884 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:18,900 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,913 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,928 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,942 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:18,957 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,971 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:18,984 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:19,000 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:19,014 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:19,030 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,046 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,062 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,078 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,093 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:19,109 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:19,124 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,140 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,156 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,172 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,188 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,198 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,212 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,226 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,242 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,259 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,275 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,289 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,304 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,320 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:19,334 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,351 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,367 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,381 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,396 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,412 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:19,428 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,442 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,457 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,473 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:19,489 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,502 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,518 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,533 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,547 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,561 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,577 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,591 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,606 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,619 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,634 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,650 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,666 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,681 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,697 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,713 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,726 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,740 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,755 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:19,769 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,782 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,798 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,813 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,829 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,845 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,859 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,872 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,889 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,905 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,918 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,934 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,947 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,963 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:19,977 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:19,994 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,010 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,025 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,035 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:20,052 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:20,068 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,082 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,097 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,113 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,129 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,142 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,158 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,174 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,190 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 23:40:20,206 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 23:40:20,222 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 23:40:20,239 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 23:40:20,255 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 23:40:20,268 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 23:40:20,284 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 23:40:20,299 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 23:40:20,313 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 23:40:20,327 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:20,342 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:20,357 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 23:40:20,372 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:20,380 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-26 23:40:20,394 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 23:40:20,407 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 23:40:20,419 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,431 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,447 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,462 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 23:40:20,477 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,490 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,503 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,518 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 23:40:20,529 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:20,545 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 23:40:20,559 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,574 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,590 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,605 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,621 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,633 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,646 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,662 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,678 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,693 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,709 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,722 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,733 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,744 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,758 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,770 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,785 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,798 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,814 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,830 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,846 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:20,860 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,876 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:20,892 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:20,908 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:20,924 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:20,938 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:20,953 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:20,969 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:20,985 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:20,999 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:21,013 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,028 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 23:40:21,042 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,059 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,072 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,087 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,103 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,121 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,137 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,150 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,166 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,181 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,196 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,211 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,224 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,237 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 23:40:21,253 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 23:40:21,268 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 23:40:21,283 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 23:40:21,299 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 23:40:21,314 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 23:40:21,330 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 23:40:21,345 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,361 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,374 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,390 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,401 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,414 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,429 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 23:40:21,442 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,457 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,472 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 23:40:21,488 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,504 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,521 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,537 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,552 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,565 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,581 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,595 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,611 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,627 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,640 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,656 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,670 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,685 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,701 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,717 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,732 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,748 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,761 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,774 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,790 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,803 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,816 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,832 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,847 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,863 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,876 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,890 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:21,906 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,922 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,938 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,952 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,965 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,981 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:21,996 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,012 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,028 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,043 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,059 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,074 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,090 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 23:40:22,106 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 23:40:22,121 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:22,136 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:22,152 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,165 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,181 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,197 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-26 23:40:22,212 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,225 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-26 23:40:22,240 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,256 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,272 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,286 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,301 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,317 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,332 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 23:40:22,392 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,407 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,424 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,437 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,452 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,465 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 23:40:22,489 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:22,505 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 23:40:22,535 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:22,551 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:22,564 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,578 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,594 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,609 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,625 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:22,642 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:22,657 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,675 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:22,690 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:22,704 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 23:40:22,719 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,735 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,751 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,764 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,777 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:22,793 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:22,809 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,824 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,840 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 23:40:22,869 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,884 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,897 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,913 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,929 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 23:40:22,944 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,960 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,973 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:22,989 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,004 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,019 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,034 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 23:40:23,190 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,207 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 23:40:23,315 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,330 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,344 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,360 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,373 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 23:40:23,773 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,787 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 23:40:23,802 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,817 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-26 23:40:23,830 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-26 23:40:23,891 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 23:40:23,922 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 23:40:24,012 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 23:40:24,084 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-26 23:40:24,229 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 23:40:24,245 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-26 23:40:24,259 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-26 23:40:24,272 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-26 23:40:24,554 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-26 23:40:24,833 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-26 23:40:25,014 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-26 23:40:25,206 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,222 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,238 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,251 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,265 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,279 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,293 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,307 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,323 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,339 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,353 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,366 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,381 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,393 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,407 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,423 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,439 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,454 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 23:40:25,481 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,496 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,511 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,524 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,539 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,554 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,570 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,584 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,599 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:25,615 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,630 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,645 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,658 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,674 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,689 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,704 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,719 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,732 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,747 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,762 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,778 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,793 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,809 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,825 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,841 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,851 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,866 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,880 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,893 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 23:40:25,911 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,927 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,942 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,955 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,968 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,982 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:25,997 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,011 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,026 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,041 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,055 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,069 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,085 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,098 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,113 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,127 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,140 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,155 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,167 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 23:40:26,182 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-26 23:40:26,213 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,228 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,241 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,254 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,269 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,284 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 23:40:26,299 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 23:40:26,312 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,325 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 23:40:26,416 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,432 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,447 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,463 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 23:40:26,471 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-26 23:40:26,499 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,513 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,528 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,543 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 23:40:26,558 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,573 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,589 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,605 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-26 23:40:26,621 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,634 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,650 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,667 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,683 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,699 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,715 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,732 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,745 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,760 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 23:40:26,776 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,791 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,804 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,818 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,833 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,848 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:26,863 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 23:40:26,878 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,893 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,908 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,923 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-26 23:40:26,950 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,964 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,978 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:26,994 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,010 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,025 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,038 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,054 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,070 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,085 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-26 23:40:27,161 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-26 23:40:27,189 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,205 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,220 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,235 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,250 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,266 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,280 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,290 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,305 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,318 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,333 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,348 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,363 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-26 23:40:27,389 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,399 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,416 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,431 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,447 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,460 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-26 23:40:27,505 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,520 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,535 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,549 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,564 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,577 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 23:40:27,592 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,607 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,622 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,635 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,650 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,665 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 23:40:27,680 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,696 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,709 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,723 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,738 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 23:40:27,755 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-26 23:40:45,064 semantic_segmentation INFO: Iters: 124810/150000 || Lr: 0.004015 || Task Loss: 0.2476 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:27 || Estimated Time: 12:17:21
2023-07-26 23:41:02,475 semantic_segmentation INFO: Iters: 124820/150000 || Lr: 0.004013 || Task Loss: 0.2810 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:44 || Estimated Time: 12:17:04
2023-07-26 23:41:19,883 semantic_segmentation INFO: Iters: 124830/150000 || Lr: 0.004012 || Task Loss: 0.4056 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:02 || Estimated Time: 12:16:46
2023-07-26 23:41:37,295 semantic_segmentation INFO: Iters: 124840/150000 || Lr: 0.004011 || Task Loss: 0.3928 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:19 || Estimated Time: 12:16:29
2023-07-26 23:41:54,706 semantic_segmentation INFO: Iters: 124850/150000 || Lr: 0.004009 || Task Loss: 0.4277 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:36 || Estimated Time: 12:16:11
2023-07-26 23:42:12,842 semantic_segmentation INFO: Iters: 124860/150000 || Lr: 0.004008 || Task Loss: 0.3430 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:55 || Estimated Time: 12:15:53
2023-07-26 23:42:30,448 semantic_segmentation INFO: Iters: 124870/150000 || Lr: 0.004006 || Task Loss: 0.3450 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:12 || Estimated Time: 12:15:36
2023-07-26 23:42:47,840 semantic_segmentation INFO: Iters: 124880/150000 || Lr: 0.004005 || Task Loss: 0.3082 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:30 || Estimated Time: 12:15:18
2023-07-26 23:43:05,598 semantic_segmentation INFO: Iters: 124890/150000 || Lr: 0.004003 || Task Loss: 0.3328 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:47 || Estimated Time: 12:15:01
2023-07-26 23:43:23,179 semantic_segmentation INFO: Iters: 124900/150000 || Lr: 0.004002 || Task Loss: 0.5906 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:05 || Estimated Time: 12:14:43
2023-07-26 23:43:41,003 semantic_segmentation INFO: Iters: 124910/150000 || Lr: 0.004000 || Task Loss: 0.3239 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:23 || Estimated Time: 12:14:26
2023-07-26 23:43:59,230 semantic_segmentation INFO: Iters: 124920/150000 || Lr: 0.003999 || Task Loss: 0.2639 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:41 || Estimated Time: 12:14:08
2023-07-26 23:44:16,650 semantic_segmentation INFO: Iters: 124930/150000 || Lr: 0.003998 || Task Loss: 0.4747 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:58 || Estimated Time: 12:13:51
2023-07-26 23:44:34,217 semantic_segmentation INFO: Iters: 124940/150000 || Lr: 0.003996 || Task Loss: 0.3714 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:16 || Estimated Time: 12:13:33
2023-07-26 23:44:52,056 semantic_segmentation INFO: Iters: 124950/150000 || Lr: 0.003995 || Task Loss: 0.2640 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:34 || Estimated Time: 12:13:16
2023-07-26 23:45:09,474 semantic_segmentation INFO: Iters: 124960/150000 || Lr: 0.003993 || Task Loss: 0.4041 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:51 || Estimated Time: 12:12:58
2023-07-26 23:45:27,295 semantic_segmentation INFO: Iters: 124970/150000 || Lr: 0.003992 || Task Loss: 0.3626 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:09 || Estimated Time: 12:12:41
2023-07-26 23:45:45,304 semantic_segmentation INFO: Iters: 124980/150000 || Lr: 0.003990 || Task Loss: 0.3761 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:27 || Estimated Time: 12:12:23
2023-07-26 23:46:02,713 semantic_segmentation INFO: Iters: 124990/150000 || Lr: 0.003989 || Task Loss: 0.4129 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:44 || Estimated Time: 12:12:05
2023-07-26 23:46:20,454 semantic_segmentation INFO: Iters: 125000/150000 || Lr: 0.003988 || Task Loss: 0.4339 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:02 || Estimated Time: 12:11:48
2023-07-26 23:46:38,549 semantic_segmentation INFO: Iters: 125010/150000 || Lr: 0.003986 || Task Loss: 0.6086 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:20 || Estimated Time: 12:11:30
2023-07-26 23:46:56,071 semantic_segmentation INFO: Iters: 125020/150000 || Lr: 0.003985 || Task Loss: 0.2921 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:38 || Estimated Time: 12:11:13
2023-07-26 23:47:14,117 semantic_segmentation INFO: Iters: 125030/150000 || Lr: 0.003983 || Task Loss: 0.2972 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:56 || Estimated Time: 12:10:55
2023-07-26 23:47:31,607 semantic_segmentation INFO: Iters: 125040/150000 || Lr: 0.003982 || Task Loss: 0.3728 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:13 || Estimated Time: 12:10:38
2023-07-26 23:47:49,029 semantic_segmentation INFO: Iters: 125050/150000 || Lr: 0.003980 || Task Loss: 0.2584 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:31 || Estimated Time: 12:10:20
2023-07-26 23:48:06,790 semantic_segmentation INFO: Iters: 125060/150000 || Lr: 0.003979 || Task Loss: 0.2683 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:49 || Estimated Time: 12:10:03
2023-07-26 23:48:24,854 semantic_segmentation INFO: Iters: 125070/150000 || Lr: 0.003978 || Task Loss: 0.4145 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:07 || Estimated Time: 12:09:45
2023-07-26 23:48:42,358 semantic_segmentation INFO: Iters: 125080/150000 || Lr: 0.003976 || Task Loss: 0.4302 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:24 || Estimated Time: 12:09:28
2023-07-26 23:48:59,771 semantic_segmentation INFO: Iters: 125090/150000 || Lr: 0.003975 || Task Loss: 0.2786 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:42 || Estimated Time: 12:09:10
2023-07-26 23:49:17,654 semantic_segmentation INFO: Iters: 125100/150000 || Lr: 0.003973 || Task Loss: 0.3288 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:59 || Estimated Time: 12:08:53
2023-07-26 23:49:35,414 semantic_segmentation INFO: Iters: 125110/150000 || Lr: 0.003972 || Task Loss: 0.3618 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:02:17 || Estimated Time: 12:08:35
2023-07-26 23:49:52,830 semantic_segmentation INFO: Iters: 125120/150000 || Lr: 0.003970 || Task Loss: 0.3344 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:02:35 || Estimated Time: 12:08:17
2023-07-26 23:50:11,034 semantic_segmentation INFO: Iters: 125130/150000 || Lr: 0.003969 || Task Loss: 0.2791 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:02:53 || Estimated Time: 12:08:00
2023-07-26 23:50:28,451 semantic_segmentation INFO: Iters: 125140/150000 || Lr: 0.003967 || Task Loss: 0.3870 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:03:10 || Estimated Time: 12:07:42
2023-07-26 23:50:46,305 semantic_segmentation INFO: Iters: 125150/150000 || Lr: 0.003966 || Task Loss: 0.3145 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:03:28 || Estimated Time: 12:07:25
2023-07-26 23:51:04,269 semantic_segmentation INFO: Iters: 125160/150000 || Lr: 0.003965 || Task Loss: 0.3401 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:03:46 || Estimated Time: 12:07:07
2023-07-26 23:51:21,700 semantic_segmentation INFO: Iters: 125170/150000 || Lr: 0.003963 || Task Loss: 0.3921 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:03 || Estimated Time: 12:06:50
2023-07-26 23:51:39,364 semantic_segmentation INFO: Iters: 125180/150000 || Lr: 0.003962 || Task Loss: 0.4294 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:21 || Estimated Time: 12:06:32
2023-07-26 23:51:57,224 semantic_segmentation INFO: Iters: 125190/150000 || Lr: 0.003960 || Task Loss: 0.4483 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:39 || Estimated Time: 12:06:15
2023-07-26 23:52:14,630 semantic_segmentation INFO: Iters: 125200/150000 || Lr: 0.003959 || Task Loss: 0.3005 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:56 || Estimated Time: 12:05:57
2023-07-26 23:52:32,894 semantic_segmentation INFO: Iters: 125210/150000 || Lr: 0.003957 || Task Loss: 0.5370 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:15 || Estimated Time: 12:05:40
2023-07-26 23:52:50,766 semantic_segmentation INFO: Iters: 125220/150000 || Lr: 0.003956 || Task Loss: 0.2953 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:33 || Estimated Time: 12:05:22
2023-07-26 23:53:08,196 semantic_segmentation INFO: Iters: 125230/150000 || Lr: 0.003955 || Task Loss: 0.4695 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:50 || Estimated Time: 12:05:05
2023-07-26 23:53:25,611 semantic_segmentation INFO: Iters: 125240/150000 || Lr: 0.003953 || Task Loss: 0.3284 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:07 || Estimated Time: 12:04:47
2023-07-26 23:53:43,228 semantic_segmentation INFO: Iters: 125250/150000 || Lr: 0.003952 || Task Loss: 0.4054 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:25 || Estimated Time: 12:04:30
2023-07-26 23:54:01,546 semantic_segmentation INFO: Iters: 125260/150000 || Lr: 0.003950 || Task Loss: 0.3629 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:43 || Estimated Time: 12:04:12
2023-07-26 23:54:19,373 semantic_segmentation INFO: Iters: 125270/150000 || Lr: 0.003949 || Task Loss: 0.4242 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:01 || Estimated Time: 12:03:55
2023-07-26 23:54:36,765 semantic_segmentation INFO: Iters: 125280/150000 || Lr: 0.003947 || Task Loss: 0.3722 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:19 || Estimated Time: 12:03:37
2023-07-26 23:54:55,076 semantic_segmentation INFO: Iters: 125290/150000 || Lr: 0.003946 || Task Loss: 0.2901 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:37 || Estimated Time: 12:03:20
2023-07-26 23:55:12,419 semantic_segmentation INFO: Iters: 125300/150000 || Lr: 0.003944 || Task Loss: 0.3503 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:54 || Estimated Time: 12:03:02
2023-07-26 23:55:30,541 semantic_segmentation INFO: Iters: 125310/150000 || Lr: 0.003943 || Task Loss: 0.3362 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:12 || Estimated Time: 12:02:45
2023-07-26 23:55:48,441 semantic_segmentation INFO: Iters: 125320/150000 || Lr: 0.003942 || Task Loss: 0.4000 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:30 || Estimated Time: 12:02:27
2023-07-26 23:56:05,859 semantic_segmentation INFO: Iters: 125330/150000 || Lr: 0.003940 || Task Loss: 0.3816 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:48 || Estimated Time: 12:02:09
2023-07-26 23:56:23,307 semantic_segmentation INFO: Iters: 125340/150000 || Lr: 0.003939 || Task Loss: 0.3415 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:05 || Estimated Time: 12:01:52
2023-07-26 23:56:40,833 semantic_segmentation INFO: Iters: 125350/150000 || Lr: 0.003937 || Task Loss: 0.2642 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:23 || Estimated Time: 12:01:34
2023-07-26 23:56:58,692 semantic_segmentation INFO: Iters: 125360/150000 || Lr: 0.003936 || Task Loss: 0.3416 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:40 || Estimated Time: 12:01:17
2023-07-26 23:57:16,352 semantic_segmentation INFO: Iters: 125370/150000 || Lr: 0.003934 || Task Loss: 0.2989 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:58 || Estimated Time: 12:00:59
2023-07-26 23:57:33,711 semantic_segmentation INFO: Iters: 125380/150000 || Lr: 0.003933 || Task Loss: 0.2529 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:15 || Estimated Time: 12:00:42
2023-07-26 23:57:51,321 semantic_segmentation INFO: Iters: 125390/150000 || Lr: 0.003932 || Task Loss: 0.3313 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:33 || Estimated Time: 12:00:24
2023-07-26 23:58:09,490 semantic_segmentation INFO: Iters: 125400/150000 || Lr: 0.003930 || Task Loss: 0.3740 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:51 || Estimated Time: 12:00:07
2023-07-26 23:58:26,966 semantic_segmentation INFO: Iters: 125410/150000 || Lr: 0.003929 || Task Loss: 0.3379 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:09 || Estimated Time: 11:59:49
2023-07-26 23:58:44,254 semantic_segmentation INFO: Iters: 125420/150000 || Lr: 0.003927 || Task Loss: 0.2793 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:26 || Estimated Time: 11:59:31
2023-07-26 23:59:03,032 semantic_segmentation INFO: Iters: 125430/150000 || Lr: 0.003926 || Task Loss: 0.3017 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:45 || Estimated Time: 11:59:14
2023-07-26 23:59:20,515 semantic_segmentation INFO: Iters: 125440/150000 || Lr: 0.003924 || Task Loss: 0.2494 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:02 || Estimated Time: 11:58:57
2023-07-26 23:59:38,368 semantic_segmentation INFO: Iters: 125450/150000 || Lr: 0.003923 || Task Loss: 0.3104 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:20 || Estimated Time: 11:58:39
2023-07-26 23:59:55,947 semantic_segmentation INFO: Iters: 125460/150000 || Lr: 0.003921 || Task Loss: 0.4685 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:38 || Estimated Time: 11:58:22
2023-07-27 00:00:13,368 semantic_segmentation INFO: Iters: 125470/150000 || Lr: 0.003920 || Task Loss: 0.3779 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:55 || Estimated Time: 11:58:04
2023-07-27 00:00:31,468 semantic_segmentation INFO: Iters: 125480/150000 || Lr: 0.003919 || Task Loss: 0.2743 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:13 || Estimated Time: 11:57:46
2023-07-27 00:00:48,877 semantic_segmentation INFO: Iters: 125490/150000 || Lr: 0.003917 || Task Loss: 0.2733 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:31 || Estimated Time: 11:57:29
2023-07-27 00:01:06,536 semantic_segmentation INFO: Iters: 125500/150000 || Lr: 0.003916 || Task Loss: 0.2611 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:48 || Estimated Time: 11:57:11
2023-07-27 00:01:24,142 semantic_segmentation INFO: Iters: 125510/150000 || Lr: 0.003914 || Task Loss: 0.3605 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:06 || Estimated Time: 11:56:54
2023-07-27 00:01:42,870 semantic_segmentation INFO: Iters: 125520/150000 || Lr: 0.003913 || Task Loss: 0.2579 || KD Loss: 0.0231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:25 || Estimated Time: 11:56:36
2023-07-27 00:02:00,656 semantic_segmentation INFO: Iters: 125530/150000 || Lr: 0.003911 || Task Loss: 0.3532 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:42 || Estimated Time: 11:56:19
2023-07-27 00:02:18,069 semantic_segmentation INFO: Iters: 125540/150000 || Lr: 0.003910 || Task Loss: 0.3767 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:00 || Estimated Time: 11:56:01
2023-07-27 00:02:36,047 semantic_segmentation INFO: Iters: 125550/150000 || Lr: 0.003909 || Task Loss: 0.4398 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:18 || Estimated Time: 11:55:44
2023-07-27 00:02:53,919 semantic_segmentation INFO: Iters: 125560/150000 || Lr: 0.003907 || Task Loss: 0.3430 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:36 || Estimated Time: 11:55:26
2023-07-27 00:03:12,143 semantic_segmentation INFO: Iters: 125570/150000 || Lr: 0.003906 || Task Loss: 0.5232 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:54 || Estimated Time: 11:55:09
2023-07-27 00:03:30,081 semantic_segmentation INFO: Iters: 125580/150000 || Lr: 0.003904 || Task Loss: 0.3499 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:12 || Estimated Time: 11:54:51
2023-07-27 00:03:47,560 semantic_segmentation INFO: Iters: 125590/150000 || Lr: 0.003903 || Task Loss: 0.2498 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:29 || Estimated Time: 11:54:34
2023-07-27 00:04:04,976 semantic_segmentation INFO: Iters: 125600/150000 || Lr: 0.003901 || Task Loss: 0.4149 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:47 || Estimated Time: 11:54:16
2023-07-27 00:04:05,100 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:04:05,479 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 00:04:05,500 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.132
2023-07-27 00:04:05,515 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.145
2023-07-27 00:04:05,531 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.146
2023-07-27 00:04:05,545 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.218
2023-07-27 00:04:05,559 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.264
2023-07-27 00:04:05,575 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.305
2023-07-27 00:04:05,590 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.310
2023-07-27 00:04:05,604 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.347
2023-07-27 00:04:05,620 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.392
2023-07-27 00:04:05,635 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.394
2023-07-27 00:04:05,652 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.439
2023-07-27 00:04:05,666 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.395
2023-07-27 00:04:05,682 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.384
2023-07-27 00:04:05,699 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.912, mIoU: 0.375
2023-07-27 00:04:05,713 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.914, mIoU: 0.371
2023-07-27 00:04:05,725 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.368
2023-07-27 00:04:05,740 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.368
2023-07-27 00:04:05,756 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.371
2023-07-27 00:04:05,774 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.415
2023-07-27 00:04:05,791 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.418
2023-07-27 00:04:05,808 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.426
2023-07-27 00:04:05,825 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.454
2023-07-27 00:04:05,843 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.457
2023-07-27 00:04:05,860 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.456
2023-07-27 00:04:05,876 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.458
2023-07-27 00:04:05,892 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.459
2023-07-27 00:04:05,904 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.459
2023-07-27 00:04:05,921 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.448
2023-07-27 00:04:05,937 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.448
2023-07-27 00:04:05,952 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.449
2023-07-27 00:04:05,969 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.449
2023-07-27 00:04:05,985 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.459
2023-07-27 00:04:06,001 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.458
2023-07-27 00:04:06,016 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.476
2023-07-27 00:04:06,032 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.476
2023-07-27 00:04:06,046 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.476
2023-07-27 00:04:06,060 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.520
2023-07-27 00:04:06,077 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-27 00:04:06,090 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-27 00:04:06,104 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.532
2023-07-27 00:04:06,120 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.532
2023-07-27 00:04:06,135 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.531
2023-07-27 00:04:06,149 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.531
2023-07-27 00:04:06,165 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-27 00:04:06,181 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.921, mIoU: 0.540
2023-07-27 00:04:06,195 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.546
2023-07-27 00:04:06,208 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.546
2023-07-27 00:04:06,223 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.547
2023-07-27 00:04:06,240 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.546
2023-07-27 00:04:06,257 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.545
2023-07-27 00:04:06,273 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-27 00:04:06,288 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-27 00:04:06,304 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-27 00:04:06,321 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 00:04:06,335 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.546
2023-07-27 00:04:06,351 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-27 00:04:06,370 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.542
2023-07-27 00:04:06,384 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.543
2023-07-27 00:04:06,400 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.589
2023-07-27 00:04:06,414 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.590
2023-07-27 00:04:06,430 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.588
2023-07-27 00:04:06,444 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.587
2023-07-27 00:04:06,463 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-27 00:04:06,477 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-27 00:04:06,493 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.592
2023-07-27 00:04:06,509 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-27 00:04:06,522 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-27 00:04:06,538 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.640
2023-07-27 00:04:06,554 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.640
2023-07-27 00:04:06,570 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-27 00:04:06,584 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-27 00:04:06,600 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.656
2023-07-27 00:04:06,616 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.656
2023-07-27 00:04:06,631 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.658
2023-07-27 00:04:06,648 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-27 00:04:06,664 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 00:04:06,673 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 00:04:06,690 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-27 00:04:06,708 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 00:04:06,722 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-27 00:04:06,738 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-27 00:04:06,755 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-27 00:04:06,771 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-27 00:04:06,788 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-27 00:04:06,804 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-27 00:04:06,822 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.635
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2023-07-27 00:04:06,854 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:06,883 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-27 00:04:06,914 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:06,930 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.660
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2023-07-27 00:04:06,974 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-27 00:04:06,987 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-27 00:04:07,002 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-27 00:04:07,016 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:04:07,031 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:04:07,092 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:07,105 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:07,122 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 00:04:07,153 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:07,167 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:07,181 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 00:04:07,213 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:07,229 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.657
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2023-07-27 00:04:07,319 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-27 00:04:07,394 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.641
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2023-07-27 00:04:07,431 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.631
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2023-07-27 00:04:07,453 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.634
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2023-07-27 00:04:07,485 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.636
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2023-07-27 00:04:07,516 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.632
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2023-07-27 00:04:07,560 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.917, mIoU: 0.631
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2023-07-27 00:04:07,622 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-27 00:04:07,638 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.919, mIoU: 0.634
2023-07-27 00:04:07,654 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.919, mIoU: 0.639
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2023-07-27 00:04:07,719 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.919, mIoU: 0.641
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2023-07-27 00:04:08,002 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.919, mIoU: 0.646
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2023-07-27 00:04:08,047 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-27 00:04:08,063 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-27 00:04:08,079 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.916, mIoU: 0.630
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2023-07-27 00:04:09,047 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.917, mIoU: 0.636
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2023-07-27 00:04:10,983 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.910, mIoU: 0.624
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2023-07-27 00:04:12,073 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-27 00:04:12,089 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-27 00:04:12,105 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-27 00:04:12,120 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 00:04:12,136 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-27 00:04:12,152 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 00:04:12,167 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 00:04:12,184 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 00:04:12,200 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 00:04:12,215 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-27 00:04:12,260 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,275 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,292 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,308 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,323 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,339 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,352 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,368 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,382 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,393 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,408 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,423 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,439 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-27 00:04:12,455 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,472 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-27 00:04:12,489 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-27 00:04:12,505 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,514 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,525 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 00:04:12,539 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-27 00:04:12,553 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-27 00:04:12,569 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-27 00:04:12,583 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-27 00:04:12,599 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 00:04:12,616 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 00:04:12,632 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,648 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,663 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,677 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 00:04:12,693 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-27 00:04:12,708 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-27 00:04:12,723 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-27 00:04:12,739 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-27 00:04:12,751 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-27 00:04:12,767 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 00:04:12,782 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-27 00:04:12,797 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 00:04:12,813 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 00:04:12,829 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-27 00:04:12,839 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-27 00:04:12,853 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-27 00:04:12,869 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-27 00:04:12,885 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.634
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2023-07-27 00:04:12,912 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 00:04:12,925 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 00:04:12,941 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:04:12,957 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:04:12,972 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:04:12,981 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:04:12,997 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,013 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 00:04:13,027 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 00:04:13,042 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 00:04:13,058 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 00:04:13,072 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 00:04:13,089 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 00:04:13,103 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 00:04:13,120 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 00:04:13,136 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 00:04:13,153 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 00:04:13,169 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 00:04:13,184 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 00:04:13,198 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 00:04:13,214 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 00:04:13,230 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,244 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,259 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,276 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-27 00:04:13,308 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-27 00:04:13,321 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-27 00:04:13,336 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-27 00:04:13,353 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 00:04:13,368 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 00:04:13,384 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:04:13,399 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,414 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 00:04:13,430 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,446 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 00:04:13,460 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 00:04:13,476 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 00:04:13,488 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 00:04:13,504 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 00:04:13,518 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 00:04:13,530 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,543 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,559 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,575 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,590 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,606 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,615 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,631 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,647 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,663 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,679 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,695 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,708 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,722 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,737 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,753 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,768 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:13,781 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 00:04:13,796 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,812 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,828 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,844 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:04:13,858 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:13,875 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 00:04:13,892 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 00:04:13,909 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 00:04:13,924 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:13,941 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:13,958 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:13,972 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 00:04:13,989 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:14,005 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-27 00:04:14,083 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:14,100 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:14,111 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 00:04:14,126 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.646
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2023-07-27 00:04:14,269 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.647
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2023-07-27 00:04:14,424 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:14,939 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:15,000 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:15,015 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,030 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:04:15,046 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:04:15,065 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:04:15,080 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,096 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,107 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:04:15,120 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:04:15,136 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:04:15,150 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 00:04:15,165 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:15,179 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:15,192 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:15,207 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:15,224 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:15,240 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:15,256 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,270 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,285 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,298 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,313 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,329 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,345 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,361 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,376 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,392 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,405 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,421 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,436 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,450 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,463 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,478 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,494 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,510 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:04:15,524 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,539 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,556 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,571 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,584 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:04:15,598 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:04:15,606 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:15,621 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:15,637 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,652 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,669 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,684 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,700 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:15,717 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:15,733 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,746 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,762 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,777 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,793 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,809 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,822 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,836 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:15,849 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:04:15,864 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:04:15,878 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:04:15,891 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:04:15,905 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:04:15,920 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:04:15,937 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:15,951 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:15,967 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:15,982 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:15,993 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,009 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:16,024 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:16,040 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:16,055 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,071 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:16,086 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:16,100 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,116 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,132 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,150 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,166 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:16,182 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,198 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,211 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:16,225 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:16,238 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:04:16,254 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:04:16,271 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:04:16,284 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:04:16,298 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:04:16,313 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,328 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,343 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,359 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,375 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:04:16,388 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:04:16,404 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,417 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:04:16,432 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,447 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,462 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,478 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,492 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,508 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,524 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,537 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,551 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,567 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,583 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:16,600 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:16,615 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:16,628 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,642 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,656 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,670 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:16,685 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:16,703 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:16,717 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,733 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:16,747 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,763 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,779 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:16,793 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:16,806 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,822 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,838 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,851 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,867 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,883 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,897 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,911 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:16,926 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:16,942 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:16,960 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:16,973 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:16,988 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,001 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,017 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,030 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,044 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,060 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,075 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,088 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,104 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,121 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:17,138 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:17,154 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:17,168 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:17,181 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:17,197 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:04:17,211 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,224 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,238 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,254 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,268 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,281 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,296 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,312 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,328 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,344 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,358 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,371 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,387 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,402 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,418 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,433 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,446 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:04:17,460 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,471 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,487 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,503 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,518 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,533 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:04:17,545 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,559 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,575 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:04:17,591 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:17,604 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:17,620 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 00:04:17,634 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:17,650 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:17,665 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:17,681 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:04:17,695 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:17,710 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:17,725 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:17,738 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:04:17,754 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,769 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,784 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,799 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,814 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,829 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,844 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,858 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:04:17,873 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:04:17,887 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:17,900 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:17,914 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:17,928 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:17,946 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:17,961 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:17,978 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:17,995 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,007 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,022 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,040 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,056 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,070 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,087 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,102 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,116 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,131 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,147 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,162 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,176 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,188 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,205 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:18,220 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:18,235 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:18,249 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:18,264 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:18,279 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,294 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:18,310 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:18,324 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:18,340 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,353 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,369 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,384 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,398 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,415 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,429 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,445 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:18,460 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,476 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,491 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,507 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,522 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:18,537 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,554 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,569 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,585 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,601 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,611 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,626 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,639 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,655 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,670 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,686 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,699 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,715 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,730 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,746 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,763 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,780 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,794 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,811 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,827 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,843 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,857 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,873 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:18,889 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,905 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:18,919 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,934 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,950 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,963 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:18,978 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:18,993 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,007 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,021 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,035 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:19,049 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:19,065 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:19,080 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:19,095 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,111 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,126 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,139 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,153 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,169 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,183 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,198 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,213 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,229 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,245 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,262 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,275 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,289 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,306 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,322 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,336 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,351 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,365 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,381 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,395 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,412 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,427 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,442 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,452 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,468 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,484 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,497 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,512 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,527 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,542 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,556 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,571 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,586 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,602 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,618 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-27 00:04:19,633 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-27 00:04:19,650 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-27 00:04:19,666 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-27 00:04:19,680 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,695 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-27 00:04:19,711 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,725 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,739 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,755 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,771 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,786 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,794 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:04:19,808 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,822 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,836 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 00:04:19,848 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,863 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,879 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,894 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 00:04:19,907 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,920 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,936 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,947 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,963 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:19,977 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:19,993 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:20,009 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:20,024 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:20,040 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:20,052 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:20,066 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,082 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,097 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,113 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,128 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,141 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,152 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,163 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,177 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,189 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,205 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,218 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:04:20,234 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,251 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:20,267 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:04:20,282 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,298 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,314 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 00:04:20,329 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,346 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,361 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,376 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,391 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,407 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,421 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,434 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,450 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,463 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,479 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,493 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,508 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,524 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,542 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,558 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,571 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-27 00:04:20,588 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-27 00:04:20,604 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,620 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,636 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,649 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,663 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,679 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,695 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,711 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,727 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,743 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 00:04:20,759 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 00:04:20,774 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,790 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,804 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,820 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:20,830 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 00:04:20,844 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,859 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 00:04:20,871 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,888 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,903 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:20,918 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,934 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,950 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,966 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,981 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:20,994 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,010 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,023 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,039 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,055 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,068 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,084 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,097 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,113 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,129 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,145 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,161 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,176 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,190 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,203 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,219 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:04:21,232 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:21,246 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:21,262 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:21,277 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:21,293 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-27 00:04:21,319 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:21,335 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 00:04:21,367 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 00:04:21,426 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 00:04:21,442 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 00:04:21,490 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:21,505 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:21,521 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 00:04:21,538 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-27 00:04:21,674 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-27 00:04:21,718 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:21,733 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:21,748 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:21,763 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-27 00:04:21,822 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 00:04:21,837 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-27 00:04:23,671 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:23,687 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:23,701 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 00:04:23,714 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,729 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,744 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,759 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,773 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,789 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,802 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:04:23,816 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,831 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,846 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,862 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,878 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,895 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,908 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,924 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,939 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,954 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,969 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:04:23,983 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:23,996 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:24,012 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:24,027 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:04:24,043 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:24,056 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:24,070 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:24,085 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:04:24,101 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,114 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,127 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,143 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,158 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,173 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,188 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,204 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,220 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,233 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,248 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,263 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,277 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,293 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,308 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,324 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,339 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:24,355 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:04:24,370 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,385 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:04:24,400 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,416 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:04:24,432 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,448 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,463 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,479 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,494 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,508 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,521 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,536 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,554 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,567 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,583 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,599 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,614 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,629 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,645 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,660 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,676 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,689 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,703 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,716 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,729 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,742 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,758 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,773 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,786 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,799 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,814 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,826 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,840 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,855 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,871 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,887 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,903 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:04:24,917 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:24,933 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:04:24,949 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,963 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,979 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:24,995 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,012 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,026 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,042 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,058 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,073 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,089 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,101 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,116 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,131 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,147 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,162 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,175 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,190 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,205 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,220 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,235 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,250 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,265 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,280 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,290 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,306 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,319 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,333 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,351 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,367 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,382 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,395 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,409 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,423 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,439 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,454 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,469 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,485 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,498 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,513 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,529 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,542 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,558 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,573 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,586 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,601 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,614 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,629 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,645 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:04:25,659 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,675 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,688 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,702 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,716 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,732 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:25,747 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,760 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,774 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,790 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,805 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,821 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,834 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,850 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,867 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,883 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,899 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,915 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:25,923 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 00:04:25,938 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:04:25,952 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 00:04:25,981 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 00:04:26,012 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 00:04:26,028 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:26,044 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-27 00:04:26,075 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:26,169 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:26,200 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 00:04:26,231 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-27 00:04:26,261 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-27 00:04:26,305 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:26,321 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 00:04:26,336 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,352 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 00:04:26,384 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 00:04:26,490 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,503 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,519 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,534 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,550 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,565 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,581 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,597 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,612 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,625 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,640 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,654 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,669 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,684 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,699 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,715 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,730 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,745 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,756 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,772 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,786 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,802 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,818 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,834 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,850 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,862 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,872 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,889 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,905 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:26,920 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:26,934 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:26,950 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:26,965 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:26,979 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:26,994 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:27,009 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:27,023 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:27,038 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:04:27,051 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,066 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,081 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,096 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,108 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,124 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,140 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,155 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,172 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,186 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,201 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,216 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:04:27,234 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 00:04:44,562 semantic_segmentation INFO: Iters: 125610/150000 || Lr: 0.003900 || Task Loss: 0.4041 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:17:26 || Estimated Time: 11:54:03
2023-07-27 00:05:01,991 semantic_segmentation INFO: Iters: 125620/150000 || Lr: 0.003898 || Task Loss: 0.3233 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:17:44 || Estimated Time: 11:53:45
2023-07-27 00:05:19,400 semantic_segmentation INFO: Iters: 125630/150000 || Lr: 0.003897 || Task Loss: 0.2511 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:01 || Estimated Time: 11:53:28
2023-07-27 00:05:36,814 semantic_segmentation INFO: Iters: 125640/150000 || Lr: 0.003896 || Task Loss: 0.4868 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:19 || Estimated Time: 11:53:10
2023-07-27 00:05:55,042 semantic_segmentation INFO: Iters: 125650/150000 || Lr: 0.003894 || Task Loss: 0.3507 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:37 || Estimated Time: 11:52:53
2023-07-27 00:06:12,437 semantic_segmentation INFO: Iters: 125660/150000 || Lr: 0.003893 || Task Loss: 0.2855 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:54 || Estimated Time: 11:52:35
2023-07-27 00:06:30,441 semantic_segmentation INFO: Iters: 125670/150000 || Lr: 0.003891 || Task Loss: 0.3873 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:12 || Estimated Time: 11:52:18
2023-07-27 00:06:48,087 semantic_segmentation INFO: Iters: 125680/150000 || Lr: 0.003890 || Task Loss: 0.4504 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:30 || Estimated Time: 11:52:00
2023-07-27 00:07:05,890 semantic_segmentation INFO: Iters: 125690/150000 || Lr: 0.003888 || Task Loss: 0.5195 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:48 || Estimated Time: 11:51:43
2023-07-27 00:07:23,514 semantic_segmentation INFO: Iters: 125700/150000 || Lr: 0.003887 || Task Loss: 0.3657 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:05 || Estimated Time: 11:51:25
2023-07-27 00:07:41,036 semantic_segmentation INFO: Iters: 125710/150000 || Lr: 0.003886 || Task Loss: 0.3065 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:23 || Estimated Time: 11:51:07
2023-07-27 00:07:58,832 semantic_segmentation INFO: Iters: 125720/150000 || Lr: 0.003884 || Task Loss: 0.3516 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:41 || Estimated Time: 11:50:50
2023-07-27 00:08:16,749 semantic_segmentation INFO: Iters: 125730/150000 || Lr: 0.003883 || Task Loss: 0.4024 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:59 || Estimated Time: 11:50:32
2023-07-27 00:08:34,162 semantic_segmentation INFO: Iters: 125740/150000 || Lr: 0.003881 || Task Loss: 0.4000 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:16 || Estimated Time: 11:50:15
2023-07-27 00:08:51,955 semantic_segmentation INFO: Iters: 125750/150000 || Lr: 0.003880 || Task Loss: 0.4319 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:34 || Estimated Time: 11:49:57
2023-07-27 00:09:10,019 semantic_segmentation INFO: Iters: 125760/150000 || Lr: 0.003878 || Task Loss: 0.3219 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:52 || Estimated Time: 11:49:40
2023-07-27 00:09:27,537 semantic_segmentation INFO: Iters: 125770/150000 || Lr: 0.003877 || Task Loss: 0.2947 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:09 || Estimated Time: 11:49:22
2023-07-27 00:09:45,631 semantic_segmentation INFO: Iters: 125780/150000 || Lr: 0.003875 || Task Loss: 0.4154 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:27 || Estimated Time: 11:49:05
2023-07-27 00:10:03,489 semantic_segmentation INFO: Iters: 125790/150000 || Lr: 0.003874 || Task Loss: 0.2847 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:45 || Estimated Time: 11:48:47
2023-07-27 00:10:20,974 semantic_segmentation INFO: Iters: 125800/150000 || Lr: 0.003873 || Task Loss: 0.2980 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:03 || Estimated Time: 11:48:30
2023-07-27 00:10:39,074 semantic_segmentation INFO: Iters: 125810/150000 || Lr: 0.003871 || Task Loss: 0.4081 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:21 || Estimated Time: 11:48:12
2023-07-27 00:10:56,516 semantic_segmentation INFO: Iters: 125820/150000 || Lr: 0.003870 || Task Loss: 0.2934 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:38 || Estimated Time: 11:47:55
2023-07-27 00:11:14,158 semantic_segmentation INFO: Iters: 125830/150000 || Lr: 0.003868 || Task Loss: 0.5119 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:56 || Estimated Time: 11:47:37
2023-07-27 00:11:32,369 semantic_segmentation INFO: Iters: 125840/150000 || Lr: 0.003867 || Task Loss: 0.2775 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:14 || Estimated Time: 11:47:20
2023-07-27 00:11:50,143 semantic_segmentation INFO: Iters: 125850/150000 || Lr: 0.003865 || Task Loss: 0.4825 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:32 || Estimated Time: 11:47:02
2023-07-27 00:12:07,565 semantic_segmentation INFO: Iters: 125860/150000 || Lr: 0.003864 || Task Loss: 0.4468 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:49 || Estimated Time: 11:46:45
2023-07-27 00:12:25,149 semantic_segmentation INFO: Iters: 125870/150000 || Lr: 0.003862 || Task Loss: 0.3403 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:07 || Estimated Time: 11:46:27
2023-07-27 00:12:43,093 semantic_segmentation INFO: Iters: 125880/150000 || Lr: 0.003861 || Task Loss: 0.3857 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:25 || Estimated Time: 11:46:09
2023-07-27 00:13:00,488 semantic_segmentation INFO: Iters: 125890/150000 || Lr: 0.003860 || Task Loss: 0.3827 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:42 || Estimated Time: 11:45:52
2023-07-27 00:13:18,193 semantic_segmentation INFO: Iters: 125900/150000 || Lr: 0.003858 || Task Loss: 0.2479 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:26:00 || Estimated Time: 11:45:34
2023-07-27 00:13:36,142 semantic_segmentation INFO: Iters: 125910/150000 || Lr: 0.003857 || Task Loss: 0.3046 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:26:18 || Estimated Time: 11:45:17
2023-07-27 00:13:53,910 semantic_segmentation INFO: Iters: 125920/150000 || Lr: 0.003855 || Task Loss: 0.3131 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:26:36 || Estimated Time: 11:44:59
2023-07-27 00:14:12,040 semantic_segmentation INFO: Iters: 125930/150000 || Lr: 0.003854 || Task Loss: 0.3963 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:26:54 || Estimated Time: 11:44:42
2023-07-27 00:14:29,475 semantic_segmentation INFO: Iters: 125940/150000 || Lr: 0.003852 || Task Loss: 0.3125 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:11 || Estimated Time: 11:44:24
2023-07-27 00:14:47,724 semantic_segmentation INFO: Iters: 125950/150000 || Lr: 0.003851 || Task Loss: 0.3349 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:30 || Estimated Time: 11:44:07
2023-07-27 00:15:05,449 semantic_segmentation INFO: Iters: 125960/150000 || Lr: 0.003850 || Task Loss: 0.4348 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:47 || Estimated Time: 11:43:49
2023-07-27 00:15:23,246 semantic_segmentation INFO: Iters: 125970/150000 || Lr: 0.003848 || Task Loss: 0.2831 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:05 || Estimated Time: 11:43:32
2023-07-27 00:15:41,153 semantic_segmentation INFO: Iters: 125980/150000 || Lr: 0.003847 || Task Loss: 0.3663 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:23 || Estimated Time: 11:43:14
2023-07-27 00:15:58,983 semantic_segmentation INFO: Iters: 125990/150000 || Lr: 0.003845 || Task Loss: 0.4553 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:41 || Estimated Time: 11:42:57
2023-07-27 00:16:16,585 semantic_segmentation INFO: Iters: 126000/150000 || Lr: 0.003844 || Task Loss: 0.2762 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:58 || Estimated Time: 11:42:39
2023-07-27 00:16:34,265 semantic_segmentation INFO: Iters: 126010/150000 || Lr: 0.003842 || Task Loss: 0.3577 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:16 || Estimated Time: 11:42:22
2023-07-27 00:16:52,058 semantic_segmentation INFO: Iters: 126020/150000 || Lr: 0.003841 || Task Loss: 0.5890 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:34 || Estimated Time: 11:42:04
2023-07-27 00:17:10,175 semantic_segmentation INFO: Iters: 126030/150000 || Lr: 0.003839 || Task Loss: 0.3211 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:52 || Estimated Time: 11:41:47
2023-07-27 00:17:28,155 semantic_segmentation INFO: Iters: 126040/150000 || Lr: 0.003838 || Task Loss: 0.2506 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:10 || Estimated Time: 11:41:29
2023-07-27 00:17:45,700 semantic_segmentation INFO: Iters: 126050/150000 || Lr: 0.003837 || Task Loss: 0.2496 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:27 || Estimated Time: 11:41:12
2023-07-27 00:18:03,740 semantic_segmentation INFO: Iters: 126060/150000 || Lr: 0.003835 || Task Loss: 0.4596 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:46 || Estimated Time: 11:40:54
2023-07-27 00:18:21,722 semantic_segmentation INFO: Iters: 126070/150000 || Lr: 0.003834 || Task Loss: 0.4007 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:04 || Estimated Time: 11:40:37
2023-07-27 00:18:39,636 semantic_segmentation INFO: Iters: 126080/150000 || Lr: 0.003832 || Task Loss: 0.4044 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:21 || Estimated Time: 11:40:19
2023-07-27 00:18:57,051 semantic_segmentation INFO: Iters: 126090/150000 || Lr: 0.003831 || Task Loss: 0.2421 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:39 || Estimated Time: 11:40:02
2023-07-27 00:19:15,406 semantic_segmentation INFO: Iters: 126100/150000 || Lr: 0.003829 || Task Loss: 0.3686 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:57 || Estimated Time: 11:39:44
2023-07-27 00:19:33,273 semantic_segmentation INFO: Iters: 126110/150000 || Lr: 0.003828 || Task Loss: 0.3657 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:15 || Estimated Time: 11:39:27
2023-07-27 00:19:50,711 semantic_segmentation INFO: Iters: 126120/150000 || Lr: 0.003826 || Task Loss: 0.3602 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:32 || Estimated Time: 11:39:09
2023-07-27 00:20:09,292 semantic_segmentation INFO: Iters: 126130/150000 || Lr: 0.003825 || Task Loss: 0.3818 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:51 || Estimated Time: 11:38:52
2023-07-27 00:20:26,753 semantic_segmentation INFO: Iters: 126140/150000 || Lr: 0.003824 || Task Loss: 0.4594 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:09 || Estimated Time: 11:38:34
2023-07-27 00:20:44,564 semantic_segmentation INFO: Iters: 126150/150000 || Lr: 0.003822 || Task Loss: 0.4252 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:26 || Estimated Time: 11:38:17
2023-07-27 00:21:02,288 semantic_segmentation INFO: Iters: 126160/150000 || Lr: 0.003821 || Task Loss: 0.3687 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:44 || Estimated Time: 11:37:59
2023-07-27 00:21:20,456 semantic_segmentation INFO: Iters: 126170/150000 || Lr: 0.003819 || Task Loss: 0.3777 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:02 || Estimated Time: 11:37:42
2023-07-27 00:21:38,231 semantic_segmentation INFO: Iters: 126180/150000 || Lr: 0.003818 || Task Loss: 0.2259 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:20 || Estimated Time: 11:37:24
2023-07-27 00:21:55,607 semantic_segmentation INFO: Iters: 126190/150000 || Lr: 0.003816 || Task Loss: 0.4488 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:37 || Estimated Time: 11:37:06
2023-07-27 00:22:13,650 semantic_segmentation INFO: Iters: 126200/150000 || Lr: 0.003815 || Task Loss: 0.3573 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:55 || Estimated Time: 11:36:49
2023-07-27 00:22:31,808 semantic_segmentation INFO: Iters: 126210/150000 || Lr: 0.003813 || Task Loss: 0.2924 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:14 || Estimated Time: 11:36:31
2023-07-27 00:22:49,596 semantic_segmentation INFO: Iters: 126220/150000 || Lr: 0.003812 || Task Loss: 0.2603 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:31 || Estimated Time: 11:36:14
2023-07-27 00:23:07,007 semantic_segmentation INFO: Iters: 126230/150000 || Lr: 0.003811 || Task Loss: 0.3409 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:49 || Estimated Time: 11:35:56
2023-07-27 00:23:25,231 semantic_segmentation INFO: Iters: 126240/150000 || Lr: 0.003809 || Task Loss: 0.4311 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:07 || Estimated Time: 11:35:39
2023-07-27 00:23:43,370 semantic_segmentation INFO: Iters: 126250/150000 || Lr: 0.003808 || Task Loss: 0.3584 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:25 || Estimated Time: 11:35:21
2023-07-27 00:24:01,170 semantic_segmentation INFO: Iters: 126260/150000 || Lr: 0.003806 || Task Loss: 0.3286 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:43 || Estimated Time: 11:35:04
2023-07-27 00:24:19,393 semantic_segmentation INFO: Iters: 126270/150000 || Lr: 0.003805 || Task Loss: 0.5059 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:01 || Estimated Time: 11:34:46
2023-07-27 00:24:36,790 semantic_segmentation INFO: Iters: 126280/150000 || Lr: 0.003803 || Task Loss: 0.3961 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:19 || Estimated Time: 11:34:29
2023-07-27 00:24:54,545 semantic_segmentation INFO: Iters: 126290/150000 || Lr: 0.003802 || Task Loss: 0.4143 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:36 || Estimated Time: 11:34:11
2023-07-27 00:25:12,400 semantic_segmentation INFO: Iters: 126300/150000 || Lr: 0.003800 || Task Loss: 0.3490 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:54 || Estimated Time: 11:33:54
2023-07-27 00:25:30,704 semantic_segmentation INFO: Iters: 126310/150000 || Lr: 0.003799 || Task Loss: 0.3022 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:12 || Estimated Time: 11:33:36
2023-07-27 00:25:48,278 semantic_segmentation INFO: Iters: 126320/150000 || Lr: 0.003798 || Task Loss: 0.3913 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:30 || Estimated Time: 11:33:19
2023-07-27 00:26:05,878 semantic_segmentation INFO: Iters: 126330/150000 || Lr: 0.003796 || Task Loss: 0.4019 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:48 || Estimated Time: 11:33:01
2023-07-27 00:26:24,267 semantic_segmentation INFO: Iters: 126340/150000 || Lr: 0.003795 || Task Loss: 0.3612 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:06 || Estimated Time: 11:32:44
2023-07-27 00:26:41,836 semantic_segmentation INFO: Iters: 126350/150000 || Lr: 0.003793 || Task Loss: 0.3215 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:24 || Estimated Time: 11:32:26
2023-07-27 00:26:59,337 semantic_segmentation INFO: Iters: 126360/150000 || Lr: 0.003792 || Task Loss: 0.2806 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:41 || Estimated Time: 11:32:09
2023-07-27 00:27:17,303 semantic_segmentation INFO: Iters: 126370/150000 || Lr: 0.003790 || Task Loss: 0.3863 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:59 || Estimated Time: 11:31:51
2023-07-27 00:27:35,395 semantic_segmentation INFO: Iters: 126380/150000 || Lr: 0.003789 || Task Loss: 0.4384 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:17 || Estimated Time: 11:31:34
2023-07-27 00:27:53,729 semantic_segmentation INFO: Iters: 126390/150000 || Lr: 0.003787 || Task Loss: 0.2805 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:36 || Estimated Time: 11:31:16
2023-07-27 00:28:11,162 semantic_segmentation INFO: Iters: 126400/150000 || Lr: 0.003786 || Task Loss: 0.3463 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:53 || Estimated Time: 11:30:59
2023-07-27 00:28:11,286 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:28:11,675 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-27 00:28:11,689 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.131
2023-07-27 00:28:11,701 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.146
2023-07-27 00:28:11,716 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.147
2023-07-27 00:28:11,729 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.218
2023-07-27 00:28:11,742 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.264
2023-07-27 00:28:11,756 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.306
2023-07-27 00:28:11,771 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.311
2023-07-27 00:28:11,783 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.350
2023-07-27 00:28:11,798 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.396
2023-07-27 00:28:11,812 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.398
2023-07-27 00:28:11,827 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.438
2023-07-27 00:28:11,839 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.419
2023-07-27 00:28:11,853 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.403
2023-07-27 00:28:11,867 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.395
2023-07-27 00:28:11,880 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.391
2023-07-27 00:28:11,891 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.389
2023-07-27 00:28:11,905 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.385
2023-07-27 00:28:11,920 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.918, mIoU: 0.387
2023-07-27 00:28:11,937 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.918, mIoU: 0.430
2023-07-27 00:28:11,953 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.431
2023-07-27 00:28:11,969 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.441
2023-07-27 00:28:11,984 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.467
2023-07-27 00:28:12,001 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.468
2023-07-27 00:28:12,017 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 00:28:12,031 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.467
2023-07-27 00:28:12,046 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.468
2023-07-27 00:28:12,058 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 00:28:12,074 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.456
2023-07-27 00:28:12,090 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.456
2023-07-27 00:28:12,105 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.456
2023-07-27 00:28:12,123 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.456
2023-07-27 00:28:12,140 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.467
2023-07-27 00:28:12,157 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.466
2023-07-27 00:28:12,173 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.495
2023-07-27 00:28:12,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.496
2023-07-27 00:28:12,205 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.497
2023-07-27 00:28:12,219 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.541
2023-07-27 00:28:12,237 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.525
2023-07-27 00:28:12,251 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.524
2023-07-27 00:28:12,266 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.550
2023-07-27 00:28:12,282 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.550
2023-07-27 00:28:12,298 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.549
2023-07-27 00:28:12,312 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.549
2023-07-27 00:28:12,328 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.553
2023-07-27 00:28:12,344 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.557
2023-07-27 00:28:12,357 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.565
2023-07-27 00:28:12,371 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.565
2023-07-27 00:28:12,386 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.568
2023-07-27 00:28:12,403 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.566
2023-07-27 00:28:12,419 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.566
2023-07-27 00:28:12,435 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.566
2023-07-27 00:28:12,448 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.563
2023-07-27 00:28:12,465 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.563
2023-07-27 00:28:12,480 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-27 00:28:12,494 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-27 00:28:12,511 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.561
2023-07-27 00:28:12,530 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.560
2023-07-27 00:28:12,544 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 00:28:12,561 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-27 00:28:12,575 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.603
2023-07-27 00:28:12,592 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.602
2023-07-27 00:28:12,606 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.601
2023-07-27 00:28:12,625 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-27 00:28:12,640 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.607
2023-07-27 00:28:12,656 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-27 00:28:12,673 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-27 00:28:12,687 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-27 00:28:12,703 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-27 00:28:12,719 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-27 00:28:12,735 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-27 00:28:12,749 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 00:28:12,765 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 00:28:12,781 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 00:28:12,796 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-27 00:28:12,812 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-27 00:28:12,827 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-27 00:28:12,837 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-27 00:28:12,853 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-27 00:28:12,870 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-27 00:28:12,884 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 00:28:12,899 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-27 00:28:12,915 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-27 00:28:12,932 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 00:28:12,949 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-27 00:28:12,965 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-27 00:28:12,981 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-27 00:28:12,997 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-27 00:28:13,013 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:28:13,027 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:13,043 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:28:13,060 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:28:13,076 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:28:13,092 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:13,108 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-27 00:28:13,124 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-27 00:28:13,137 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 00:28:13,151 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:13,167 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:13,180 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:13,196 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:13,211 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:28:13,224 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 00:28:13,239 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:13,255 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 00:28:13,267 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:28:13,283 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:28:13,298 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:28:13,311 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 00:28:13,325 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 00:28:13,338 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:28:13,353 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 00:28:13,369 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 00:28:13,385 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 00:28:13,401 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:28:13,415 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 00:28:13,429 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:28:13,445 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 00:28:13,459 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 00:28:13,475 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 00:28:13,491 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-27 00:28:13,505 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-27 00:28:13,519 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.638
2023-07-27 00:28:13,535 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-27 00:28:13,551 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-27 00:28:13,560 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-27 00:28:13,573 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-27 00:28:13,590 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-27 00:28:13,599 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-27 00:28:13,613 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-27 00:28:13,628 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-27 00:28:13,644 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 00:28:13,658 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 00:28:13,674 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 00:28:13,687 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-27 00:28:13,701 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-27 00:28:13,716 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-27 00:28:13,730 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 00:28:13,746 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 00:28:13,760 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-27 00:28:13,776 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 00:28:13,792 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 00:28:13,808 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 00:28:13,824 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 00:28:13,840 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-27 00:28:13,855 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 00:28:13,871 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-27 00:28:13,886 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-27 00:28:13,897 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:28:13,912 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:28:13,928 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 00:28:13,943 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 00:28:13,958 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 00:28:13,972 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:28:13,986 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:28:14,003 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:28:14,019 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:28:14,036 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:14,052 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:14,067 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:28:14,083 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:28:14,099 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:28:14,112 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:28:14,128 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:28:14,142 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:28:14,156 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:28:14,169 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:14,184 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 00:28:17,190 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-27 00:28:17,203 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.909, mIoU: 0.628
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2023-07-27 00:28:17,234 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.909, mIoU: 0.629
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2023-07-27 00:28:17,283 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-27 00:28:17,313 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-27 00:28:17,329 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-27 00:28:17,345 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-27 00:28:17,361 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-27 00:28:17,424 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.910, mIoU: 0.623
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2023-07-27 00:28:17,484 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.911, mIoU: 0.623
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2023-07-27 00:28:17,679 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.911, mIoU: 0.625
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2023-07-27 00:28:17,725 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-27 00:28:17,741 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-27 00:28:17,789 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.911, mIoU: 0.624
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2023-07-27 00:28:17,834 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 00:28:17,849 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 00:28:17,863 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-27 00:28:17,878 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-27 00:28:17,905 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-27 00:28:17,917 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.910, mIoU: 0.624
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2023-07-27 00:28:18,041 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.910, mIoU: 0.623
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2023-07-27 00:28:18,119 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-27 00:28:18,135 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-27 00:28:18,289 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-27 00:28:18,335 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-27 00:28:18,544 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-27 00:28:18,675 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-27 00:28:18,705 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-27 00:28:18,718 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-27 00:28:18,733 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-27 00:28:18,750 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-27 00:28:18,765 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-27 00:28:18,796 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-27 00:28:18,809 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-27 00:28:18,824 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-27 00:28:18,840 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-27 00:28:18,853 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-27 00:28:18,869 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-27 00:28:18,912 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-27 00:28:18,927 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 00:28:18,943 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 00:28:18,959 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 00:28:18,969 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 00:28:18,983 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 00:28:18,999 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-27 00:28:19,042 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 00:28:19,112 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 00:28:19,127 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-27 00:28:19,172 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-27 00:28:19,201 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 00:28:19,217 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-27 00:28:19,247 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-27 00:28:19,437 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-27 00:28:19,481 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-27 00:28:19,512 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 00:28:19,542 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-27 00:28:19,587 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-27 00:28:19,883 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-27 00:28:19,989 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,005 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-27 00:28:20,210 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:20,227 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:20,238 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,254 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,270 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,284 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 00:28:20,300 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,314 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,330 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,346 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 00:28:20,362 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,376 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,389 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,403 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,419 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,435 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,451 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,466 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,482 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,496 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 00:28:20,512 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,528 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 00:28:20,542 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 00:28:20,558 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,573 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,589 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 00:28:20,604 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 00:28:20,620 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,632 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,648 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,663 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,678 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,694 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 00:28:20,710 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 00:28:20,722 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,738 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,754 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,770 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,784 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,800 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,815 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:28:20,831 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,846 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,863 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:20,878 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:20,894 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:20,910 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:28:20,925 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,939 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:20,955 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:20,971 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:20,987 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,000 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,017 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,031 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,046 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,062 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,079 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,094 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,110 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,126 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:21,141 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:21,156 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-27 00:28:21,171 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-27 00:28:21,187 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-27 00:28:21,206 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-27 00:28:21,221 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,237 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,248 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,261 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,277 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,291 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:21,306 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:21,320 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 00:28:21,334 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,350 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,368 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,384 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,401 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,415 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,430 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,443 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 00:28:21,459 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 00:28:21,474 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 00:28:21,491 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,506 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-27 00:28:21,522 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,538 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,552 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,567 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 00:28:21,583 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,596 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,610 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,625 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,641 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,657 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,670 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,686 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:28:21,702 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,718 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,732 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,746 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,755 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 00:28:21,771 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:28:21,787 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:28:21,803 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,820 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,836 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,852 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,869 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,886 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,899 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,915 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:28:21,930 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 00:28:21,946 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:21,961 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:21,974 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:21,988 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:22,002 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:28:22,016 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 00:28:22,030 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,044 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 00:28:22,058 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,073 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,089 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,101 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,116 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,130 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,143 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,159 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,175 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,192 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,208 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,224 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,240 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:22,254 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,271 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,287 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,305 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,322 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,338 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:22,354 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:22,367 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,381 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:22,394 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,410 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,426 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:22,440 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,453 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:22,468 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:22,482 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,498 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,513 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,528 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,542 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,558 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,572 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,587 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,603 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,618 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,635 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,649 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,666 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,682 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,696 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,710 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,726 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,742 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,758 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:22,774 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,787 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,801 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:28:22,816 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,829 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:22,845 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:22,863 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,877 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,893 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,906 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,922 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,938 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:22,952 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:22,966 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:22,982 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:22,998 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,012 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,028 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,043 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,058 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,072 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,087 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,104 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,121 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,135 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,150 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,164 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,180 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,193 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,207 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,223 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,238 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,252 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,268 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,284 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,300 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,316 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,330 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,343 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,358 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,373 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:23,386 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,400 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,417 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,431 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,445 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,460 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,476 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,491 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,508 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,521 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,535 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,551 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,566 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,583 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,598 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,612 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:23,625 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,637 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,653 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,669 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,684 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,699 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,710 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,723 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:23,739 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,754 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:23,768 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,784 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,797 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,814 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,827 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,843 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:23,857 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:23,872 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:23,888 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:23,901 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:23,918 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,933 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,949 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,964 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,980 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:23,995 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,011 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,026 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,041 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,057 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,071 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,084 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,098 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,114 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,129 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,146 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,162 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,174 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,189 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,207 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,223 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,237 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,253 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,269 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,283 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,298 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,314 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:24,330 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,344 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,356 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,374 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:24,389 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:24,404 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:24,418 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:24,433 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:24,448 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,464 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:24,479 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,492 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,507 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,520 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,535 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:24,549 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:24,562 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:24,578 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,592 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:24,609 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:24,625 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,641 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,656 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,672 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:24,688 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,703 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,720 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,735 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,752 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,768 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,779 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,793 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,807 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,822 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,837 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,853 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,866 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,882 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,896 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,911 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,927 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,942 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,955 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,971 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:24,986 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,001 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:25,014 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:25,030 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:25,045 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,061 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,075 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,090 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,105 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,118 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:25,133 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,148 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,161 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,176 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,189 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,203 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,219 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,235 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,250 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,266 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,282 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,296 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,309 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,325 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,339 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,353 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,368 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,384 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,399 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,416 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,429 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,443 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,459 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,475 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,488 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,504 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,517 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,533 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,547 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,563 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,578 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,593 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:25,602 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,620 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,636 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,650 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,665 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,681 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,697 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,711 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,727 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,742 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,758 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,774 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,790 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,807 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,823 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,836 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,851 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,866 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,881 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 00:28:25,894 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,909 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,925 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,939 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,947 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,960 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,973 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 00:28:25,985 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:25,997 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:26,012 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:26,026 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:26,042 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 00:28:26,054 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,067 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,082 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,093 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,108 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,122 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,137 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,152 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,167 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,183 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,194 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,207 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,223 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,239 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,255 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:28:26,271 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,285 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,296 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,308 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,322 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,334 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,349 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,363 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,379 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,395 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,411 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:26,425 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,441 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:26,457 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,472 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,488 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,503 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,518 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,533 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,549 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,562 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,575 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,590 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,603 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,619 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:26,632 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,649 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,665 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,684 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,701 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,716 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,732 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:26,749 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,765 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,781 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,795 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:28:26,809 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:28:26,826 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:28:26,842 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:28:26,857 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:28:26,872 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:28:26,888 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:28:26,903 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:28:26,918 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,933 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:26,946 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:26,961 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,971 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:26,984 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:26,999 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:28:27,011 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,026 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,041 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,057 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,074 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,091 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:28:27,107 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,123 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,136 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,153 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,167 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,183 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,199 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,213 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,228 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,242 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,257 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,273 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,288 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,303 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,318 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,332 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,344 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,360 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:28:27,373 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,386 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,401 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,416 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,431 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,444 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,458 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,474 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,491 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,508 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,522 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,536 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,552 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,568 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,584 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,600 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,616 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:28:27,632 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:27,647 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:27,662 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:27,677 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:28:27,692 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,707 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,722 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,735 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,751 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,766 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,781 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,794 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:28:27,808 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,823 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:27,839 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,852 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:28:27,867 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:27,883 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:27,898 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:27,915 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:27,930 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:27,946 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:27,960 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:27,976 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:27,992 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,006 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,022 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,035 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,044 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,060 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,076 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:28,090 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,106 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,121 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,135 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:28,149 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:28,165 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:28,180 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:28,196 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,213 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,228 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,245 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:28,260 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,273 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,289 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,304 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,320 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,333 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,347 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,363 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,379 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,395 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,410 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:28,424 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:28:28,455 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,468 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,484 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,501 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,516 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,532 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,545 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,561 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,577 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,592 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,607 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,621 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,636 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,650 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,663 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,676 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,691 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,707 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,723 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,739 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,750 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,764 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,781 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,797 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,810 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,826 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,843 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,859 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,873 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,887 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,903 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,916 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,932 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:28,945 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,959 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,974 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:28,990 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,005 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,020 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,033 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,048 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,063 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,076 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,091 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,107 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,123 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,138 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,152 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,165 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,181 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,196 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,211 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,225 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,240 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,257 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,272 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,282 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:29,314 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,330 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,345 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,359 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,374 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:29,389 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,402 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,418 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,433 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-27 00:28:29,464 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,480 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,495 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,510 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,526 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,540 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,555 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,571 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,588 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,601 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,617 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,629 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,645 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,661 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,677 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,690 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,706 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,723 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,738 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,750 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,765 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,781 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,793 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,808 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,824 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,839 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,852 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 00:28:29,864 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,879 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,893 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,908 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:29,922 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,939 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,952 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,967 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,982 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:29,998 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,014 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,030 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,047 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,061 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,077 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,092 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,108 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,124 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,137 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,151 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-27 00:28:30,184 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,200 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,213 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,227 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,242 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:28:30,257 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,270 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,284 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,299 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,314 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,330 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,345 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,361 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,377 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,391 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,406 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,421 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,435 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,451 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,466 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,482 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,497 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:30,513 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:28:30,528 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,542 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:28:30,572 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,587 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,603 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:30,617 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:30,633 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:30,648 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:30,661 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,674 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:30,689 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:30,704 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,718 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,733 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,750 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,765 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,781 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,796 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:30,812 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,827 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,841 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,854 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,868 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,882 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:28:30,911 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,926 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:28:30,940 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:28:30,980 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:30,994 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:31,010 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:31,025 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-27 00:28:31,084 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-27 00:28:31,128 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 00:28:31,160 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 00:28:31,190 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 00:28:31,314 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,327 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:31,403 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:31,531 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:28:31,635 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:31,681 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:31,711 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,727 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:28:31,755 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,767 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,782 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,797 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:31,812 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,826 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,839 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,852 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,866 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,881 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:31,895 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:31,908 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:31,920 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,935 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,950 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,964 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,977 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:31,992 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:32,009 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:32,024 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:28:32,039 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,055 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 00:28:32,062 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 00:28:32,077 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,090 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,103 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,118 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,134 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:28:32,148 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:32,165 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:32,182 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:32,199 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:28:32,215 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,229 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,245 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,263 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:32,279 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,295 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,311 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,329 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,343 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,358 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,373 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,388 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,401 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,415 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,430 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,446 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,461 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:28:32,476 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,491 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,506 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,521 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,534 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,549 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,562 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,577 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,594 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,609 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,624 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,638 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:32,653 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,669 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,685 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,700 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,715 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,731 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,747 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,760 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,775 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,789 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,804 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,820 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,835 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,851 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,866 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,881 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,890 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,905 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,919 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,934 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,949 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,964 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,979 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:32,991 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,001 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,018 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,034 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,050 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,063 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,079 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,094 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,108 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,123 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,139 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,153 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:28:33,168 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,182 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,197 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,212 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,227 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,241 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,256 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,271 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,286 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,302 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,315 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,329 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,344 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:28:33,361 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:28:50,750 semantic_segmentation INFO: Iters: 126410/150000 || Lr: 0.003785 || Task Loss: 0.2444 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:41:33 || Estimated Time: 11:30:45
2023-07-27 00:29:08,158 semantic_segmentation INFO: Iters: 126420/150000 || Lr: 0.003783 || Task Loss: 0.3215 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:41:50 || Estimated Time: 11:30:28
2023-07-27 00:29:25,554 semantic_segmentation INFO: Iters: 126430/150000 || Lr: 0.003782 || Task Loss: 0.4469 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:07 || Estimated Time: 11:30:10
2023-07-27 00:29:43,802 semantic_segmentation INFO: Iters: 126440/150000 || Lr: 0.003780 || Task Loss: 0.5542 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:26 || Estimated Time: 11:29:53
2023-07-27 00:30:01,488 semantic_segmentation INFO: Iters: 126450/150000 || Lr: 0.003779 || Task Loss: 0.3987 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:43 || Estimated Time: 11:29:35
2023-07-27 00:30:19,618 semantic_segmentation INFO: Iters: 126460/150000 || Lr: 0.003777 || Task Loss: 0.2633 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:01 || Estimated Time: 11:29:18
2023-07-27 00:30:37,141 semantic_segmentation INFO: Iters: 126470/150000 || Lr: 0.003776 || Task Loss: 0.4358 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:19 || Estimated Time: 11:29:00
2023-07-27 00:30:55,021 semantic_segmentation INFO: Iters: 126480/150000 || Lr: 0.003774 || Task Loss: 0.4123 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:37 || Estimated Time: 11:28:43
2023-07-27 00:31:12,695 semantic_segmentation INFO: Iters: 126490/150000 || Lr: 0.003773 || Task Loss: 0.3538 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:54 || Estimated Time: 11:28:25
2023-07-27 00:31:31,195 semantic_segmentation INFO: Iters: 126500/150000 || Lr: 0.003772 || Task Loss: 0.3876 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:13 || Estimated Time: 11:28:08
2023-07-27 00:31:48,619 semantic_segmentation INFO: Iters: 126510/150000 || Lr: 0.003770 || Task Loss: 0.3179 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:30 || Estimated Time: 11:27:50
2023-07-27 00:32:06,927 semantic_segmentation INFO: Iters: 126520/150000 || Lr: 0.003769 || Task Loss: 0.1959 || KD Loss: 0.0223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:49 || Estimated Time: 11:27:33
2023-07-27 00:32:24,801 semantic_segmentation INFO: Iters: 126530/150000 || Lr: 0.003767 || Task Loss: 0.2583 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:07 || Estimated Time: 11:27:15
2023-07-27 00:32:42,857 semantic_segmentation INFO: Iters: 126540/150000 || Lr: 0.003766 || Task Loss: 0.2716 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:25 || Estimated Time: 11:26:58
2023-07-27 00:33:00,220 semantic_segmentation INFO: Iters: 126550/150000 || Lr: 0.003764 || Task Loss: 0.3408 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:42 || Estimated Time: 11:26:40
2023-07-27 00:33:18,440 semantic_segmentation INFO: Iters: 126560/150000 || Lr: 0.003763 || Task Loss: 0.3225 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:00 || Estimated Time: 11:26:23
2023-07-27 00:33:36,244 semantic_segmentation INFO: Iters: 126570/150000 || Lr: 0.003761 || Task Loss: 0.2057 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:18 || Estimated Time: 11:26:05
2023-07-27 00:33:54,070 semantic_segmentation INFO: Iters: 126580/150000 || Lr: 0.003760 || Task Loss: 0.3019 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:36 || Estimated Time: 11:25:47
2023-07-27 00:34:11,465 semantic_segmentation INFO: Iters: 126590/150000 || Lr: 0.003759 || Task Loss: 0.3377 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:53 || Estimated Time: 11:25:30
2023-07-27 00:34:29,541 semantic_segmentation INFO: Iters: 126600/150000 || Lr: 0.003757 || Task Loss: 0.3458 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:11 || Estimated Time: 11:25:12
2023-07-27 00:34:47,124 semantic_segmentation INFO: Iters: 126610/150000 || Lr: 0.003756 || Task Loss: 0.4114 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:29 || Estimated Time: 11:24:55
2023-07-27 00:35:04,755 semantic_segmentation INFO: Iters: 126620/150000 || Lr: 0.003754 || Task Loss: 0.3658 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:47 || Estimated Time: 11:24:37
2023-07-27 00:35:22,869 semantic_segmentation INFO: Iters: 126630/150000 || Lr: 0.003753 || Task Loss: 0.3788 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:05 || Estimated Time: 11:24:20
2023-07-27 00:35:40,806 semantic_segmentation INFO: Iters: 126640/150000 || Lr: 0.003751 || Task Loss: 0.3147 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:23 || Estimated Time: 11:24:02
2023-07-27 00:35:58,739 semantic_segmentation INFO: Iters: 126650/150000 || Lr: 0.003750 || Task Loss: 0.3335 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:41 || Estimated Time: 11:23:45
2023-07-27 00:36:16,822 semantic_segmentation INFO: Iters: 126660/150000 || Lr: 0.003748 || Task Loss: 0.2915 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:59 || Estimated Time: 11:23:27
2023-07-27 00:36:34,870 semantic_segmentation INFO: Iters: 126670/150000 || Lr: 0.003747 || Task Loss: 0.4353 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:49:17 || Estimated Time: 11:23:10
2023-07-27 00:36:52,963 semantic_segmentation INFO: Iters: 126680/150000 || Lr: 0.003746 || Task Loss: 0.5372 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:49:35 || Estimated Time: 11:22:52
2023-07-27 00:37:10,652 semantic_segmentation INFO: Iters: 126690/150000 || Lr: 0.003744 || Task Loss: 0.4297 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:49:52 || Estimated Time: 11:22:35
2023-07-27 00:37:28,538 semantic_segmentation INFO: Iters: 126700/150000 || Lr: 0.003743 || Task Loss: 0.3640 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:50:10 || Estimated Time: 11:22:17
2023-07-27 00:37:46,289 semantic_segmentation INFO: Iters: 126710/150000 || Lr: 0.003741 || Task Loss: 0.4929 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:50:28 || Estimated Time: 11:22:00
2023-07-27 00:38:04,682 semantic_segmentation INFO: Iters: 126720/150000 || Lr: 0.003740 || Task Loss: 0.3567 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:50:46 || Estimated Time: 11:21:42
2023-07-27 00:38:22,361 semantic_segmentation INFO: Iters: 126730/150000 || Lr: 0.003738 || Task Loss: 0.2811 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:51:04 || Estimated Time: 11:21:25
2023-07-27 00:38:40,356 semantic_segmentation INFO: Iters: 126740/150000 || Lr: 0.003737 || Task Loss: 0.3436 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:51:22 || Estimated Time: 11:21:07
2023-07-27 00:38:58,823 semantic_segmentation INFO: Iters: 126750/150000 || Lr: 0.003735 || Task Loss: 0.3796 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:51:41 || Estimated Time: 11:20:50
2023-07-27 00:39:16,552 semantic_segmentation INFO: Iters: 126760/150000 || Lr: 0.003734 || Task Loss: 0.3225 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:51:58 || Estimated Time: 11:20:32
2023-07-27 00:39:34,561 semantic_segmentation INFO: Iters: 126770/150000 || Lr: 0.003733 || Task Loss: 0.3526 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:52:16 || Estimated Time: 11:20:15
2023-07-27 00:39:52,184 semantic_segmentation INFO: Iters: 126780/150000 || Lr: 0.003731 || Task Loss: 0.5202 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:52:34 || Estimated Time: 11:19:57
2023-07-27 00:40:10,016 semantic_segmentation INFO: Iters: 126790/150000 || Lr: 0.003730 || Task Loss: 0.3894 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:52:52 || Estimated Time: 11:19:40
2023-07-27 00:40:28,288 semantic_segmentation INFO: Iters: 126800/150000 || Lr: 0.003728 || Task Loss: 0.4512 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:53:10 || Estimated Time: 11:19:22
2023-07-27 00:40:45,853 semantic_segmentation INFO: Iters: 126810/150000 || Lr: 0.003727 || Task Loss: 0.3335 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:53:28 || Estimated Time: 11:19:05
2023-07-27 00:41:03,621 semantic_segmentation INFO: Iters: 126820/150000 || Lr: 0.003725 || Task Loss: 0.2938 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:53:45 || Estimated Time: 11:18:47
2023-07-27 00:41:21,350 semantic_segmentation INFO: Iters: 126830/150000 || Lr: 0.003724 || Task Loss: 0.3626 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:03 || Estimated Time: 11:18:30
2023-07-27 00:41:39,315 semantic_segmentation INFO: Iters: 126840/150000 || Lr: 0.003722 || Task Loss: 0.3940 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:21 || Estimated Time: 11:18:12
2023-07-27 00:41:57,189 semantic_segmentation INFO: Iters: 126850/150000 || Lr: 0.003721 || Task Loss: 0.3658 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:39 || Estimated Time: 11:17:55
2023-07-27 00:42:15,378 semantic_segmentation INFO: Iters: 126860/150000 || Lr: 0.003720 || Task Loss: 0.2662 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:57 || Estimated Time: 11:17:37
2023-07-27 00:42:32,920 semantic_segmentation INFO: Iters: 126870/150000 || Lr: 0.003718 || Task Loss: 0.3591 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:15 || Estimated Time: 11:17:20
2023-07-27 00:42:50,670 semantic_segmentation INFO: Iters: 126880/150000 || Lr: 0.003717 || Task Loss: 0.2915 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:32 || Estimated Time: 11:17:02
2023-07-27 00:43:08,939 semantic_segmentation INFO: Iters: 126890/150000 || Lr: 0.003715 || Task Loss: 0.3236 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:51 || Estimated Time: 11:16:45
2023-07-27 00:43:26,981 semantic_segmentation INFO: Iters: 126900/150000 || Lr: 0.003714 || Task Loss: 0.2485 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:09 || Estimated Time: 11:16:27
2023-07-27 00:43:44,727 semantic_segmentation INFO: Iters: 126910/150000 || Lr: 0.003712 || Task Loss: 0.5217 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:27 || Estimated Time: 11:16:10
2023-07-27 00:44:03,248 semantic_segmentation INFO: Iters: 126920/150000 || Lr: 0.003711 || Task Loss: 0.2769 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:45 || Estimated Time: 11:15:52
2023-07-27 00:44:20,865 semantic_segmentation INFO: Iters: 126930/150000 || Lr: 0.003709 || Task Loss: 0.2725 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:03 || Estimated Time: 11:15:35
2023-07-27 00:44:39,097 semantic_segmentation INFO: Iters: 126940/150000 || Lr: 0.003708 || Task Loss: 0.3104 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:21 || Estimated Time: 11:15:17
2023-07-27 00:44:56,839 semantic_segmentation INFO: Iters: 126950/150000 || Lr: 0.003707 || Task Loss: 0.4515 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:39 || Estimated Time: 11:15:00
2023-07-27 00:45:14,970 semantic_segmentation INFO: Iters: 126960/150000 || Lr: 0.003705 || Task Loss: 0.3310 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:57 || Estimated Time: 11:14:42
2023-07-27 00:45:32,923 semantic_segmentation INFO: Iters: 126970/150000 || Lr: 0.003704 || Task Loss: 0.4453 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:15 || Estimated Time: 11:14:25
2023-07-27 00:45:51,295 semantic_segmentation INFO: Iters: 126980/150000 || Lr: 0.003702 || Task Loss: 0.3968 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:33 || Estimated Time: 11:14:07
2023-07-27 00:46:09,661 semantic_segmentation INFO: Iters: 126990/150000 || Lr: 0.003701 || Task Loss: 0.2818 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:51 || Estimated Time: 11:13:50
2023-07-27 00:46:27,122 semantic_segmentation INFO: Iters: 127000/150000 || Lr: 0.003699 || Task Loss: 0.2367 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:09 || Estimated Time: 11:13:32
2023-07-27 00:46:45,122 semantic_segmentation INFO: Iters: 127010/150000 || Lr: 0.003698 || Task Loss: 0.4158 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:27 || Estimated Time: 11:13:15
2023-07-27 00:47:03,037 semantic_segmentation INFO: Iters: 127020/150000 || Lr: 0.003696 || Task Loss: 0.3361 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:45 || Estimated Time: 11:12:57
2023-07-27 00:47:20,578 semantic_segmentation INFO: Iters: 127030/150000 || Lr: 0.003695 || Task Loss: 0.2898 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:02 || Estimated Time: 11:12:40
2023-07-27 00:47:38,401 semantic_segmentation INFO: Iters: 127040/150000 || Lr: 0.003694 || Task Loss: 0.2532 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:20 || Estimated Time: 11:12:22
2023-07-27 00:47:56,194 semantic_segmentation INFO: Iters: 127050/150000 || Lr: 0.003692 || Task Loss: 0.3653 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:38 || Estimated Time: 11:12:05
2023-07-27 00:48:14,609 semantic_segmentation INFO: Iters: 127060/150000 || Lr: 0.003691 || Task Loss: 0.3298 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:56 || Estimated Time: 11:11:47
2023-07-27 00:48:32,395 semantic_segmentation INFO: Iters: 127070/150000 || Lr: 0.003689 || Task Loss: 0.3040 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:14 || Estimated Time: 11:11:30
2023-07-27 00:48:50,272 semantic_segmentation INFO: Iters: 127080/150000 || Lr: 0.003688 || Task Loss: 0.2689 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:32 || Estimated Time: 11:11:12
2023-07-27 00:49:08,290 semantic_segmentation INFO: Iters: 127090/150000 || Lr: 0.003686 || Task Loss: 0.3795 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:50 || Estimated Time: 11:10:55
2023-07-27 00:49:26,465 semantic_segmentation INFO: Iters: 127100/150000 || Lr: 0.003685 || Task Loss: 0.4862 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:08 || Estimated Time: 11:10:37
2023-07-27 00:49:44,119 semantic_segmentation INFO: Iters: 127110/150000 || Lr: 0.003683 || Task Loss: 0.3014 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:26 || Estimated Time: 11:10:20
2023-07-27 00:50:03,038 semantic_segmentation INFO: Iters: 127120/150000 || Lr: 0.003682 || Task Loss: 0.4414 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:45 || Estimated Time: 11:10:02
2023-07-27 00:50:20,603 semantic_segmentation INFO: Iters: 127130/150000 || Lr: 0.003680 || Task Loss: 0.3059 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:02 || Estimated Time: 11:09:45
2023-07-27 00:50:38,678 semantic_segmentation INFO: Iters: 127140/150000 || Lr: 0.003679 || Task Loss: 0.3580 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:20 || Estimated Time: 11:09:27
2023-07-27 00:50:56,944 semantic_segmentation INFO: Iters: 127150/150000 || Lr: 0.003678 || Task Loss: 0.2397 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:39 || Estimated Time: 11:09:10
2023-07-27 00:51:14,566 semantic_segmentation INFO: Iters: 127160/150000 || Lr: 0.003676 || Task Loss: 0.3209 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:56 || Estimated Time: 11:08:52
2023-07-27 00:51:32,656 semantic_segmentation INFO: Iters: 127170/150000 || Lr: 0.003675 || Task Loss: 0.3377 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:14 || Estimated Time: 11:08:35
2023-07-27 00:51:50,593 semantic_segmentation INFO: Iters: 127180/150000 || Lr: 0.003673 || Task Loss: 0.3891 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:32 || Estimated Time: 11:08:17
2023-07-27 00:52:08,339 semantic_segmentation INFO: Iters: 127190/150000 || Lr: 0.003672 || Task Loss: 0.3159 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:50 || Estimated Time: 11:08:00
2023-07-27 00:52:25,990 semantic_segmentation INFO: Iters: 127200/150000 || Lr: 0.003670 || Task Loss: 0.3797 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:08 || Estimated Time: 11:07:42
2023-07-27 00:52:26,118 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:52:26,508 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.089
2023-07-27 00:52:26,528 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.131
2023-07-27 00:52:26,541 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.144
2023-07-27 00:52:26,556 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.145
2023-07-27 00:52:26,570 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.218
2023-07-27 00:52:26,583 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.264
2023-07-27 00:52:26,598 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.305
2023-07-27 00:52:26,614 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.309
2023-07-27 00:52:26,627 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.347
2023-07-27 00:52:26,643 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.393
2023-07-27 00:52:26,658 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.395
2023-07-27 00:52:26,674 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.423
2023-07-27 00:52:26,687 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.419
2023-07-27 00:52:26,702 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.923, mIoU: 0.400
2023-07-27 00:52:26,718 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.391
2023-07-27 00:52:26,731 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.387
2023-07-27 00:52:26,742 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.385
2023-07-27 00:52:26,755 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.384
2023-07-27 00:52:26,771 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.388
2023-07-27 00:52:26,788 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.432
2023-07-27 00:52:26,804 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.433
2023-07-27 00:52:26,821 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.443
2023-07-27 00:52:26,838 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 00:52:26,855 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.480
2023-07-27 00:52:26,873 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.479
2023-07-27 00:52:26,888 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 00:52:26,905 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-27 00:52:26,917 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.480
2023-07-27 00:52:26,934 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.467
2023-07-27 00:52:26,950 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.467
2023-07-27 00:52:26,965 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.467
2023-07-27 00:52:26,982 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.466
2023-07-27 00:52:26,999 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.477
2023-07-27 00:52:27,015 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.476
2023-07-27 00:52:27,031 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.504
2023-07-27 00:52:27,048 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.504
2023-07-27 00:52:27,062 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.507
2023-07-27 00:52:27,076 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.551
2023-07-27 00:52:27,094 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.532
2023-07-27 00:52:27,108 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.531
2023-07-27 00:52:27,122 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.557
2023-07-27 00:52:27,139 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.557
2023-07-27 00:52:27,154 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-27 00:52:27,169 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.555
2023-07-27 00:52:27,185 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.559
2023-07-27 00:52:27,202 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.564
2023-07-27 00:52:27,216 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.570
2023-07-27 00:52:27,230 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-27 00:52:27,245 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-27 00:52:27,262 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-27 00:52:27,279 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.571
2023-07-27 00:52:27,296 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.571
2023-07-27 00:52:27,310 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.569
2023-07-27 00:52:27,326 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.571
2023-07-27 00:52:27,342 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.575
2023-07-27 00:52:27,356 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.572
2023-07-27 00:52:27,373 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.569
2023-07-27 00:52:27,391 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-27 00:52:27,405 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-27 00:52:27,422 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-27 00:52:27,437 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.614
2023-07-27 00:52:27,454 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-27 00:52:27,468 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.610
2023-07-27 00:52:27,488 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.616
2023-07-27 00:52:27,502 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-27 00:52:27,519 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-27 00:52:27,535 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-27 00:52:27,550 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-27 00:52:27,566 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.663
2023-07-27 00:52:27,583 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-27 00:52:27,601 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-27 00:52:27,615 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-27 00:52:27,631 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-27 00:52:27,647 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-27 00:52:27,662 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.684
2023-07-27 00:52:27,678 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-27 00:52:27,694 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 00:52:27,703 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 00:52:27,719 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 00:52:27,736 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 00:52:27,750 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-27 00:52:27,765 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-27 00:52:27,781 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 00:52:27,797 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-27 00:52:27,813 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-27 00:52:27,830 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-27 00:52:27,847 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 00:52:27,864 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 00:52:27,881 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 00:52:27,895 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:27,912 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:27,930 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:27,946 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:27,963 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-27 00:52:27,980 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-27 00:52:27,997 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-27 00:52:28,012 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.676
2023-07-27 00:52:28,025 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-27 00:52:28,041 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 00:52:28,055 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 00:52:28,070 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 00:52:28,085 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 00:52:28,099 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 00:52:28,114 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 00:52:28,129 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 00:52:31,151 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-27 00:52:31,184 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-27 00:52:31,209 semantic_segmentation INFO: Sample: 306, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-27 00:52:31,226 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.912, mIoU: 0.636
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2023-07-27 00:52:31,271 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.912, mIoU: 0.635
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2023-07-27 00:52:31,302 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-27 00:52:31,319 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-27 00:52:31,335 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-27 00:52:31,352 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.913, mIoU: 0.637
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2023-07-27 00:52:31,542 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 00:52:31,556 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-27 00:52:31,570 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-27 00:52:31,715 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 00:52:31,781 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 00:52:31,846 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-27 00:52:31,894 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 00:52:31,923 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 00:52:31,938 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 00:52:32,008 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 00:52:32,047 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 00:52:32,061 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 00:52:32,076 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-27 00:52:32,092 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-27 00:52:32,107 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-27 00:52:32,121 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-27 00:52:32,137 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-27 00:52:32,183 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-27 00:52:32,200 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-27 00:52:32,216 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-27 00:52:32,247 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-27 00:52:32,263 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-27 00:52:32,295 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-27 00:52:32,684 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-27 00:52:32,794 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-27 00:52:32,811 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-27 00:52:32,825 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-27 00:52:33,005 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-27 00:52:33,036 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-27 00:52:33,081 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 00:52:33,188 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.915, mIoU: 0.633
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2023-07-27 00:52:33,220 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-27 00:52:33,269 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-27 00:52:33,318 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 00:52:33,376 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 00:52:33,392 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 00:52:33,408 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-27 00:52:33,424 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 00:52:33,440 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 00:52:33,506 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-27 00:52:33,536 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-27 00:52:33,602 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 00:52:33,636 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 00:52:33,696 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-27 00:52:33,761 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.915, mIoU: 0.634
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2023-07-27 00:52:33,790 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 00:52:33,819 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.915, mIoU: 0.637
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2023-07-27 00:52:33,923 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 00:52:33,993 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 00:52:34,008 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-27 00:52:34,112 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-27 00:52:34,158 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:52:34,172 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,189 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,202 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,219 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:52:34,235 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:52:34,251 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 00:52:34,268 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,282 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,295 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,310 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,326 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 00:52:34,340 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:52:34,355 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:52:34,372 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 00:52:34,388 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 00:52:34,405 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 00:52:34,418 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 00:52:34,434 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 00:52:34,450 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 00:52:34,466 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 00:52:34,482 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 00:52:34,498 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 00:52:34,512 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 00:52:34,528 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 00:52:34,544 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 00:52:34,558 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 00:52:34,574 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 00:52:34,586 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 00:52:34,602 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 00:52:34,615 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 00:52:34,627 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:52:34,640 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 00:52:34,656 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 00:52:34,671 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 00:52:34,687 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,702 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,710 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,726 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,742 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,757 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,773 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,789 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,803 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,817 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 00:52:34,833 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,850 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,866 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:52:34,880 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,894 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,910 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,926 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:52:34,942 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:52:34,956 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:34,972 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:34,988 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:35,004 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:35,018 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 00:52:35,034 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,050 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,063 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,079 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,094 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,110 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,125 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,139 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,155 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,170 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,187 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:35,197 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,213 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:35,228 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:35,241 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,257 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,270 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,286 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,302 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,317 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,331 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,343 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,357 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,373 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 00:52:35,388 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,404 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,419 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,435 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 00:52:35,449 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 00:52:35,464 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,480 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,494 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,510 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,526 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,541 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,557 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,572 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,584 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,599 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,615 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,630 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,646 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,662 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,674 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,690 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 00:52:35,706 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,722 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,735 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,751 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,766 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:35,782 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:35,797 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:35,814 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:35,830 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:35,846 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:35,861 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:35,877 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:35,891 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:35,907 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 00:52:35,923 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:35,939 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:35,953 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:35,970 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:35,984 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,000 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,016 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,032 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,048 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,064 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,080 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,095 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,110 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:52:36,125 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:52:36,140 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:52:36,159 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 00:52:36,175 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 00:52:36,191 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 00:52:36,201 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:36,215 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:36,231 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:36,245 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,260 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,274 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,288 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,305 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,322 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,337 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,354 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,368 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,383 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,397 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,412 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,428 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,444 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,460 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:36,477 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:36,493 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:36,507 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:36,523 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,539 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,553 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,567 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,581 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,598 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:36,614 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 00:52:36,628 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:36,643 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:36,675 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:36,703 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:36,742 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:52:36,758 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:52:36,790 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:52:36,805 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:36,837 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,850 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 00:52:36,880 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,895 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,911 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,924 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,938 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 00:52:36,951 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 00:52:36,979 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 00:52:37,006 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,021 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,038 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:37,050 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:37,065 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,080 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,092 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,108 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,125 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,141 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,157 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,173 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,190 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,204 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,220 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,236 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,254 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,270 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,286 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,302 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:37,315 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:37,328 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:37,342 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,357 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,374 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,387 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,401 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,416 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,430 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,446 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,461 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,477 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,491 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,507 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,520 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,535 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,551 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,566 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,582 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:37,596 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,613 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,630 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,643 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,657 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,673 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:37,690 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,706 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,722 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,735 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:37,749 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:37,764 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:37,778 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:37,793 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:37,811 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,825 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,841 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,855 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,872 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,888 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,902 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,916 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,932 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:37,948 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,962 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:37,978 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:37,994 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,009 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,023 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:38,038 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,054 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,072 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,085 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,100 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,114 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,130 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,143 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,157 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,173 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,188 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,202 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,218 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,234 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,250 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,266 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,280 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,293 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,308 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,321 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,335 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,348 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,365 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:52:38,378 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:52:38,392 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:52:38,407 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 00:52:38,423 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 00:52:38,439 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,455 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,469 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,483 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,499 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,515 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,531 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,548 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,561 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 00:52:38,575 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:52:38,588 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 00:52:38,604 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,621 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,636 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,651 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:38,662 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,676 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:38,692 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,708 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,721 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,737 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,751 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,767 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,781 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,796 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:38,810 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:38,825 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:38,841 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:38,854 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:38,871 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,887 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,903 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,919 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,935 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,951 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:38,967 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,982 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:38,997 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,013 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,027 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,041 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,055 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,072 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,086 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,103 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,119 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,131 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,146 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,163 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,179 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,192 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,208 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,223 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,236 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,251 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,267 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,282 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:39,295 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,308 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,326 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:39,342 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:39,358 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:39,372 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:39,387 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:39,403 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:39,419 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,435 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,448 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,464 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,478 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,493 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,508 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,521 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,537 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,551 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,567 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,582 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,597 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,612 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,627 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,642 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,657 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,673 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,688 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,705 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,720 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,730 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,745 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,759 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,775 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,790 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,806 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,820 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,836 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,851 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,867 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,883 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,900 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:39,915 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,931 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,948 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,964 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,978 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:39,994 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:40,010 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,027 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,040 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:40,057 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:40,073 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:40,086 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:40,101 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,117 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,130 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,145 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,159 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,173 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,189 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,205 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:40,220 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,235 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,250 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,264 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,277 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:52:40,292 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,306 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,320 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:40,336 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:40,352 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,368 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,385 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,399 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,413 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,430 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,445 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,459 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,475 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,489 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,505 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,520 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,537 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 00:52:40,552 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:40,567 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:40,576 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,593 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,609 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,623 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,637 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,652 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,668 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,681 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,696 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 00:52:40,711 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 00:52:40,728 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 00:52:40,744 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,760 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 00:52:40,777 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,794 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,807 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,823 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,839 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,854 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,868 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 00:52:40,884 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,900 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,915 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,923 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,937 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,950 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,963 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 00:52:40,975 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 00:52:40,991 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 00:52:41,006 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 00:52:41,022 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 00:52:41,034 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:41,047 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:41,062 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:41,074 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 00:52:41,090 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:52:41,103 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:52:41,119 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,135 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,151 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,168 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,180 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,194 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,210 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,226 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,242 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,258 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,272 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,283 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,295 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,309 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,321 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,337 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,350 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,366 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,382 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:52:41,399 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 00:52:41,413 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,429 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,444 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,460 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,476 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,491 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,505 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,521 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,537 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:41,551 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,565 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,581 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,594 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,611 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:41,625 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:41,641 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:41,657 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:41,676 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:41,692 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 00:52:41,706 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,722 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,739 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,755 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,770 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,784 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:41,798 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,814 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,830 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,846 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,862 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,879 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 00:52:41,895 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 00:52:41,911 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,927 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,941 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,958 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,969 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,983 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:41,999 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 00:52:42,012 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:42,027 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 00:52:42,043 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,058 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,074 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,090 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,106 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,121 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,134 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,149 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,163 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,179 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,196 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,210 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,225 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,239 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,255 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,271 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,288 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,303 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,319 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,333 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,346 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,362 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,376 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,390 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,406 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,422 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,438 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,451 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,465 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,481 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,497 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,513 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,526 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,540 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,556 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,572 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,588 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,604 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,620 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,636 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,651 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,667 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,684 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 00:52:42,699 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,715 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,731 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 00:52:42,745 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,761 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,777 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 00:52:42,793 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,806 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 00:52:42,822 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,838 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,854 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,868 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:42,883 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:42,898 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:42,913 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:42,961 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:42,975 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:42,991 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,008 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,022 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,038 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,052 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,062 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,077 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,093 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,107 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,123 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,138 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,152 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,166 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,182 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,198 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,213 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,231 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,247 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,264 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,280 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,294 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 00:52:43,309 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,324 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,340 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,353 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,366 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,382 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:43,398 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 00:52:43,489 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,505 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,522 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 00:52:43,553 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:43,583 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,599 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:43,631 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:43,661 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,675 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 00:52:43,717 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 00:52:43,763 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,775 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,789 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,806 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,822 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,835 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:43,868 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,884 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:43,913 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,929 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:43,942 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,958 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,971 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:43,986 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:44,002 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 00:52:44,081 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 00:52:44,173 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 00:52:44,231 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 00:52:44,259 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 00:52:44,332 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:44,348 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:44,363 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 00:52:44,378 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:44,392 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 00:52:44,407 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:44,422 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:44,436 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-27 00:52:44,468 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-27 00:52:44,517 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:44,533 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:44,548 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,564 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 00:52:44,683 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:44,700 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,716 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,729 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 00:52:44,790 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 00:52:44,821 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,833 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,849 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,865 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,881 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,894 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 00:52:44,907 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:44,923 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 00:52:44,937 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:44,952 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 00:52:44,982 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:44,995 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:45,009 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:45,025 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 00:52:45,041 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 00:52:45,073 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:45,090 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:45,104 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:45,120 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:45,135 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 00:52:45,151 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 00:52:45,181 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-27 00:52:45,243 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-27 00:52:45,302 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:52:45,467 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 00:52:45,542 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 00:52:45,572 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,587 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:45,616 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:45,662 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 00:52:45,678 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,694 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,707 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,721 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,736 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,753 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,766 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,782 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,798 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:45,829 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,844 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,860 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,875 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,889 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,903 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,916 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,929 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,943 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,958 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,974 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:45,987 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,001 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,016 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:46,075 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:46,121 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,137 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,153 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 00:52:46,183 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,199 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:46,215 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,228 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,244 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:46,336 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,367 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,380 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,396 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,412 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,427 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,443 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,458 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,473 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,489 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,499 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,513 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,527 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,586 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:46,641 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,655 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,686 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,731 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,789 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:46,805 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 00:52:46,921 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:46,936 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 00:52:47,053 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 00:52:47,103 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:47,119 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 00:52:47,157 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:47,170 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:52:47,185 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:47,201 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 00:52:47,216 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:47,231 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 00:52:47,247 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 00:52:47,404 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:47,419 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 00:52:47,435 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-27 00:52:47,539 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 00:52:47,555 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-27 00:52:47,586 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,599 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,615 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,628 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,643 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,659 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,674 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,690 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:47,703 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:47,719 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 00:52:47,872 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,888 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,903 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-27 00:52:47,935 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:47,949 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 00:52:47,975 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 00:52:47,988 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,004 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,019 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,034 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 00:52:48,062 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,072 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,089 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 00:52:48,119 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,133 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,148 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,163 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,177 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,192 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,207 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,221 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,236 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,249 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,264 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,279 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,294 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,307 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,322 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 00:52:48,338 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,353 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,369 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,383 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,397 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,413 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 00:52:48,430 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 00:53:05,851 semantic_segmentation INFO: Iters: 127210/150000 || Lr: 0.003669 || Task Loss: 0.2836 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:48 || Estimated Time: 11:07:29
2023-07-27 00:53:23,288 semantic_segmentation INFO: Iters: 127220/150000 || Lr: 0.003667 || Task Loss: 0.2734 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:05 || Estimated Time: 11:07:11
2023-07-27 00:53:41,059 semantic_segmentation INFO: Iters: 127230/150000 || Lr: 0.003666 || Task Loss: 0.3568 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:23 || Estimated Time: 11:06:53
2023-07-27 00:53:58,819 semantic_segmentation INFO: Iters: 127240/150000 || Lr: 0.003665 || Task Loss: 0.4295 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:41 || Estimated Time: 11:06:36
2023-07-27 00:54:17,064 semantic_segmentation INFO: Iters: 127250/150000 || Lr: 0.003663 || Task Loss: 0.4115 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:59 || Estimated Time: 11:06:18
2023-07-27 00:54:34,762 semantic_segmentation INFO: Iters: 127260/150000 || Lr: 0.003662 || Task Loss: 0.3519 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:07:17 || Estimated Time: 11:06:01
2023-07-27 00:54:52,879 semantic_segmentation INFO: Iters: 127270/150000 || Lr: 0.003660 || Task Loss: 0.3765 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:07:35 || Estimated Time: 11:05:43
2023-07-27 00:55:11,064 semantic_segmentation INFO: Iters: 127280/150000 || Lr: 0.003659 || Task Loss: 0.4374 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:07:53 || Estimated Time: 11:05:26
2023-07-27 00:55:28,735 semantic_segmentation INFO: Iters: 127290/150000 || Lr: 0.003657 || Task Loss: 0.3755 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:11 || Estimated Time: 11:05:08
2023-07-27 00:55:46,850 semantic_segmentation INFO: Iters: 127300/150000 || Lr: 0.003656 || Task Loss: 0.3647 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:29 || Estimated Time: 11:04:51
2023-07-27 00:56:04,528 semantic_segmentation INFO: Iters: 127310/150000 || Lr: 0.003654 || Task Loss: 0.4191 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:46 || Estimated Time: 11:04:33
2023-07-27 00:56:22,265 semantic_segmentation INFO: Iters: 127320/150000 || Lr: 0.003653 || Task Loss: 0.3786 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:04 || Estimated Time: 11:04:16
2023-07-27 00:56:40,277 semantic_segmentation INFO: Iters: 127330/150000 || Lr: 0.003652 || Task Loss: 0.4690 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:22 || Estimated Time: 11:03:58
2023-07-27 00:56:58,209 semantic_segmentation INFO: Iters: 127340/150000 || Lr: 0.003650 || Task Loss: 0.4193 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:40 || Estimated Time: 11:03:41
2023-07-27 00:57:16,554 semantic_segmentation INFO: Iters: 127350/150000 || Lr: 0.003649 || Task Loss: 0.2509 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:58 || Estimated Time: 11:03:23
2023-07-27 00:57:34,602 semantic_segmentation INFO: Iters: 127360/150000 || Lr: 0.003647 || Task Loss: 0.5643 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:16 || Estimated Time: 11:03:06
2023-07-27 00:57:52,295 semantic_segmentation INFO: Iters: 127370/150000 || Lr: 0.003646 || Task Loss: 0.4027 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:34 || Estimated Time: 11:02:48
2023-07-27 00:58:09,992 semantic_segmentation INFO: Iters: 127380/150000 || Lr: 0.003644 || Task Loss: 0.5604 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:52 || Estimated Time: 11:02:31
2023-07-27 00:58:28,307 semantic_segmentation INFO: Iters: 127390/150000 || Lr: 0.003643 || Task Loss: 0.3343 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:10 || Estimated Time: 11:02:13
2023-07-27 00:58:46,769 semantic_segmentation INFO: Iters: 127400/150000 || Lr: 0.003641 || Task Loss: 0.3147 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:29 || Estimated Time: 11:01:56
2023-07-27 00:59:05,464 semantic_segmentation INFO: Iters: 127410/150000 || Lr: 0.003640 || Task Loss: 0.2987 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:47 || Estimated Time: 11:01:39
2023-07-27 00:59:23,413 semantic_segmentation INFO: Iters: 127420/150000 || Lr: 0.003638 || Task Loss: 0.3801 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:05 || Estimated Time: 11:01:21
2023-07-27 00:59:41,028 semantic_segmentation INFO: Iters: 127430/150000 || Lr: 0.003637 || Task Loss: 0.3693 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:23 || Estimated Time: 11:01:04
2023-07-27 00:59:59,172 semantic_segmentation INFO: Iters: 127440/150000 || Lr: 0.003636 || Task Loss: 0.2440 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:41 || Estimated Time: 11:00:46
2023-07-27 01:00:16,894 semantic_segmentation INFO: Iters: 127450/150000 || Lr: 0.003634 || Task Loss: 0.4308 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:59 || Estimated Time: 11:00:29
2023-07-27 01:00:35,115 semantic_segmentation INFO: Iters: 127460/150000 || Lr: 0.003633 || Task Loss: 0.4117 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:13:17 || Estimated Time: 11:00:11
2023-07-27 01:00:52,827 semantic_segmentation INFO: Iters: 127470/150000 || Lr: 0.003631 || Task Loss: 0.2741 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:13:35 || Estimated Time: 10:59:54
2023-07-27 01:01:11,033 semantic_segmentation INFO: Iters: 127480/150000 || Lr: 0.003630 || Task Loss: 0.3472 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:13:53 || Estimated Time: 10:59:36
2023-07-27 01:01:29,405 semantic_segmentation INFO: Iters: 127490/150000 || Lr: 0.003628 || Task Loss: 0.2717 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:11 || Estimated Time: 10:59:19
2023-07-27 01:01:47,488 semantic_segmentation INFO: Iters: 127500/150000 || Lr: 0.003627 || Task Loss: 0.3335 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:29 || Estimated Time: 10:59:01
2023-07-27 01:02:05,320 semantic_segmentation INFO: Iters: 127510/150000 || Lr: 0.003625 || Task Loss: 0.3679 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:47 || Estimated Time: 10:58:44
2023-07-27 01:02:23,208 semantic_segmentation INFO: Iters: 127520/150000 || Lr: 0.003624 || Task Loss: 0.2978 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:05 || Estimated Time: 10:58:26
2023-07-27 01:02:41,444 semantic_segmentation INFO: Iters: 127530/150000 || Lr: 0.003622 || Task Loss: 0.3317 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:23 || Estimated Time: 10:58:09
2023-07-27 01:02:59,291 semantic_segmentation INFO: Iters: 127540/150000 || Lr: 0.003621 || Task Loss: 0.3934 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:41 || Estimated Time: 10:57:51
2023-07-27 01:03:16,927 semantic_segmentation INFO: Iters: 127550/150000 || Lr: 0.003620 || Task Loss: 0.5512 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:59 || Estimated Time: 10:57:34
2023-07-27 01:03:35,539 semantic_segmentation INFO: Iters: 127560/150000 || Lr: 0.003618 || Task Loss: 0.3329 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:17 || Estimated Time: 10:57:16
2023-07-27 01:03:53,442 semantic_segmentation INFO: Iters: 127570/150000 || Lr: 0.003617 || Task Loss: 0.3613 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:35 || Estimated Time: 10:56:59
2023-07-27 01:04:11,782 semantic_segmentation INFO: Iters: 127580/150000 || Lr: 0.003615 || Task Loss: 0.3269 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:54 || Estimated Time: 10:56:41
2023-07-27 01:04:29,570 semantic_segmentation INFO: Iters: 127590/150000 || Lr: 0.003614 || Task Loss: 0.3181 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:11 || Estimated Time: 10:56:24
2023-07-27 01:04:48,052 semantic_segmentation INFO: Iters: 127600/150000 || Lr: 0.003612 || Task Loss: 0.3435 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:30 || Estimated Time: 10:56:06
2023-07-27 01:05:06,359 semantic_segmentation INFO: Iters: 127610/150000 || Lr: 0.003611 || Task Loss: 0.3980 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:48 || Estimated Time: 10:55:49
2023-07-27 01:05:23,970 semantic_segmentation INFO: Iters: 127620/150000 || Lr: 0.003609 || Task Loss: 0.4208 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:06 || Estimated Time: 10:55:31
2023-07-27 01:05:42,177 semantic_segmentation INFO: Iters: 127630/150000 || Lr: 0.003608 || Task Loss: 0.4318 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:24 || Estimated Time: 10:55:14
2023-07-27 01:06:00,136 semantic_segmentation INFO: Iters: 127640/150000 || Lr: 0.003607 || Task Loss: 0.3325 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:42 || Estimated Time: 10:54:56
2023-07-27 01:06:18,749 semantic_segmentation INFO: Iters: 127650/150000 || Lr: 0.003605 || Task Loss: 0.4324 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:01 || Estimated Time: 10:54:39
2023-07-27 01:06:36,753 semantic_segmentation INFO: Iters: 127660/150000 || Lr: 0.003604 || Task Loss: 0.3243 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:19 || Estimated Time: 10:54:21
2023-07-27 01:06:55,086 semantic_segmentation INFO: Iters: 127670/150000 || Lr: 0.003602 || Task Loss: 0.4544 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:37 || Estimated Time: 10:54:04
2023-07-27 01:07:13,053 semantic_segmentation INFO: Iters: 127680/150000 || Lr: 0.003601 || Task Loss: 0.3728 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:55 || Estimated Time: 10:53:46
2023-07-27 01:07:31,027 semantic_segmentation INFO: Iters: 127690/150000 || Lr: 0.003599 || Task Loss: 0.3666 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:13 || Estimated Time: 10:53:29
2023-07-27 01:07:48,814 semantic_segmentation INFO: Iters: 127700/150000 || Lr: 0.003598 || Task Loss: 0.3767 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:31 || Estimated Time: 10:53:11
2023-07-27 01:08:06,965 semantic_segmentation INFO: Iters: 127710/150000 || Lr: 0.003596 || Task Loss: 0.3673 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:49 || Estimated Time: 10:52:54
2023-07-27 01:08:24,875 semantic_segmentation INFO: Iters: 127720/150000 || Lr: 0.003595 || Task Loss: 0.3454 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:07 || Estimated Time: 10:52:36
2023-07-27 01:08:43,044 semantic_segmentation INFO: Iters: 127730/150000 || Lr: 0.003593 || Task Loss: 0.5629 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:25 || Estimated Time: 10:52:19
2023-07-27 01:09:00,975 semantic_segmentation INFO: Iters: 127740/150000 || Lr: 0.003592 || Task Loss: 0.3297 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:43 || Estimated Time: 10:52:01
2023-07-27 01:09:19,243 semantic_segmentation INFO: Iters: 127750/150000 || Lr: 0.003591 || Task Loss: 0.4570 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:01 || Estimated Time: 10:51:44
2023-07-27 01:09:36,757 semantic_segmentation INFO: Iters: 127760/150000 || Lr: 0.003589 || Task Loss: 0.3780 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:19 || Estimated Time: 10:51:26
2023-07-27 01:09:54,500 semantic_segmentation INFO: Iters: 127770/150000 || Lr: 0.003588 || Task Loss: 0.5068 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:36 || Estimated Time: 10:51:09
2023-07-27 01:10:12,961 semantic_segmentation INFO: Iters: 127780/150000 || Lr: 0.003586 || Task Loss: 0.3992 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:55 || Estimated Time: 10:50:51
2023-07-27 01:10:30,699 semantic_segmentation INFO: Iters: 127790/150000 || Lr: 0.003585 || Task Loss: 0.4353 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:12 || Estimated Time: 10:50:34
2023-07-27 01:10:48,869 semantic_segmentation INFO: Iters: 127800/150000 || Lr: 0.003583 || Task Loss: 0.3888 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:31 || Estimated Time: 10:50:16
2023-07-27 01:11:06,660 semantic_segmentation INFO: Iters: 127810/150000 || Lr: 0.003582 || Task Loss: 0.2907 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:48 || Estimated Time: 10:49:59
2023-07-27 01:11:24,346 semantic_segmentation INFO: Iters: 127820/150000 || Lr: 0.003580 || Task Loss: 0.2959 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:06 || Estimated Time: 10:49:41
2023-07-27 01:11:42,535 semantic_segmentation INFO: Iters: 127830/150000 || Lr: 0.003579 || Task Loss: 0.2770 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:24 || Estimated Time: 10:49:24
2023-07-27 01:12:00,621 semantic_segmentation INFO: Iters: 127840/150000 || Lr: 0.003577 || Task Loss: 0.3577 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:42 || Estimated Time: 10:49:06
2023-07-27 01:12:18,329 semantic_segmentation INFO: Iters: 127850/150000 || Lr: 0.003576 || Task Loss: 0.2808 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:00 || Estimated Time: 10:48:49
2023-07-27 01:12:36,122 semantic_segmentation INFO: Iters: 127860/150000 || Lr: 0.003575 || Task Loss: 0.3527 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:18 || Estimated Time: 10:48:31
2023-07-27 01:12:54,625 semantic_segmentation INFO: Iters: 127870/150000 || Lr: 0.003573 || Task Loss: 0.2212 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:36 || Estimated Time: 10:48:14
2023-07-27 01:13:12,405 semantic_segmentation INFO: Iters: 127880/150000 || Lr: 0.003572 || Task Loss: 0.2242 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:54 || Estimated Time: 10:47:56
2023-07-27 01:13:30,307 semantic_segmentation INFO: Iters: 127890/150000 || Lr: 0.003570 || Task Loss: 0.3972 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:12 || Estimated Time: 10:47:39
2023-07-27 01:13:48,595 semantic_segmentation INFO: Iters: 127900/150000 || Lr: 0.003569 || Task Loss: 0.3734 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:30 || Estimated Time: 10:47:21
2023-07-27 01:14:06,207 semantic_segmentation INFO: Iters: 127910/150000 || Lr: 0.003567 || Task Loss: 0.3242 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:48 || Estimated Time: 10:47:04
2023-07-27 01:14:24,538 semantic_segmentation INFO: Iters: 127920/150000 || Lr: 0.003566 || Task Loss: 0.3237 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:06 || Estimated Time: 10:46:46
2023-07-27 01:14:42,127 semantic_segmentation INFO: Iters: 127930/150000 || Lr: 0.003564 || Task Loss: 0.4316 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:24 || Estimated Time: 10:46:29
2023-07-27 01:15:00,656 semantic_segmentation INFO: Iters: 127940/150000 || Lr: 0.003563 || Task Loss: 0.4642 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:42 || Estimated Time: 10:46:11
2023-07-27 01:15:18,362 semantic_segmentation INFO: Iters: 127950/150000 || Lr: 0.003562 || Task Loss: 0.3832 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:00 || Estimated Time: 10:45:54
2023-07-27 01:15:36,687 semantic_segmentation INFO: Iters: 127960/150000 || Lr: 0.003560 || Task Loss: 0.3211 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:18 || Estimated Time: 10:45:36
2023-07-27 01:15:54,323 semantic_segmentation INFO: Iters: 127970/150000 || Lr: 0.003559 || Task Loss: 0.3154 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:36 || Estimated Time: 10:45:19
2023-07-27 01:16:12,441 semantic_segmentation INFO: Iters: 127980/150000 || Lr: 0.003557 || Task Loss: 0.3638 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:54 || Estimated Time: 10:45:01
2023-07-27 01:16:30,962 semantic_segmentation INFO: Iters: 127990/150000 || Lr: 0.003556 || Task Loss: 0.5955 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:13 || Estimated Time: 10:44:44
2023-07-27 01:16:48,882 semantic_segmentation INFO: Iters: 128000/150000 || Lr: 0.003554 || Task Loss: 0.3361 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:31 || Estimated Time: 10:44:26
2023-07-27 01:16:49,007 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 01:16:49,396 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-27 01:16:49,410 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-27 01:16:49,432 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.146
2023-07-27 01:16:49,448 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.146
2023-07-27 01:16:49,462 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.219
2023-07-27 01:16:49,475 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.265
2023-07-27 01:16:49,490 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.307
2023-07-27 01:16:49,505 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.311
2023-07-27 01:16:49,519 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.352
2023-07-27 01:16:49,534 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.395
2023-07-27 01:16:49,549 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.397
2023-07-27 01:16:49,564 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.437
2023-07-27 01:16:49,577 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.422
2023-07-27 01:16:49,592 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.926, mIoU: 0.409
2023-07-27 01:16:49,607 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.926, mIoU: 0.400
2023-07-27 01:16:49,620 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.395
2023-07-27 01:16:49,631 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.392
2023-07-27 01:16:49,645 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.390
2023-07-27 01:16:49,660 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.395
2023-07-27 01:16:49,677 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.440
2023-07-27 01:16:49,692 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.440
2023-07-27 01:16:49,709 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.451
2023-07-27 01:16:49,724 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-27 01:16:49,741 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.477
2023-07-27 01:16:49,758 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.477
2023-07-27 01:16:49,773 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.476
2023-07-27 01:16:49,788 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-27 01:16:49,800 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.479
2023-07-27 01:16:49,816 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.468
2023-07-27 01:16:49,832 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.469
2023-07-27 01:16:49,846 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.469
2023-07-27 01:16:49,863 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.469
2023-07-27 01:16:49,880 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.481
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2023-07-27 01:16:49,913 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.513
2023-07-27 01:16:49,930 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.513
2023-07-27 01:16:49,944 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.514
2023-07-27 01:16:49,958 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.558
2023-07-27 01:16:49,976 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.565
2023-07-27 01:16:49,990 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.563
2023-07-27 01:16:50,005 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.591
2023-07-27 01:16:50,021 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.590
2023-07-27 01:16:50,037 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.586
2023-07-27 01:16:50,051 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.586
2023-07-27 01:16:50,067 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-27 01:16:50,083 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.597
2023-07-27 01:16:50,097 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.604
2023-07-27 01:16:50,110 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.604
2023-07-27 01:16:50,125 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.607
2023-07-27 01:16:50,142 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.606
2023-07-27 01:16:50,159 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.602
2023-07-27 01:16:50,174 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.602
2023-07-27 01:16:50,188 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.598
2023-07-27 01:16:50,204 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.600
2023-07-27 01:16:50,219 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.605
2023-07-27 01:16:50,233 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.602
2023-07-27 01:16:50,249 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.598
2023-07-27 01:16:50,268 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.597
2023-07-27 01:16:50,282 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.598
2023-07-27 01:16:50,299 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.644
2023-07-27 01:16:50,314 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-27 01:16:50,330 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-27 01:16:50,345 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-27 01:16:50,364 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-27 01:16:50,378 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-27 01:16:50,394 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.638
2023-07-27 01:16:50,411 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.639
2023-07-27 01:16:50,425 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-27 01:16:50,441 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-27 01:16:50,457 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-27 01:16:50,474 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-27 01:16:50,488 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-27 01:16:50,504 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-27 01:16:50,520 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-27 01:16:50,535 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-27 01:16:50,551 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 01:16:50,567 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-27 01:16:50,576 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 01:16:50,592 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:16:50,610 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:16:50,623 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 01:16:50,639 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 01:16:50,655 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 01:16:50,671 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:16:50,688 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 01:16:50,722 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 01:16:50,738 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 01:16:50,755 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.685
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2023-07-27 01:16:50,786 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-27 01:16:50,803 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 01:16:50,820 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 01:16:50,836 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-27 01:16:50,852 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-27 01:16:50,869 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-27 01:16:50,883 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-27 01:16:50,896 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-27 01:16:50,912 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-27 01:16:50,925 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-27 01:16:50,941 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-27 01:16:50,955 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-27 01:16:50,969 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 01:16:50,984 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 01:16:50,999 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 01:16:51,012 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 01:16:51,027 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-27 01:16:51,055 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 01:16:51,068 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:16:51,081 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.680
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2023-07-27 01:16:51,112 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-27 01:16:51,201 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:16:51,216 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 01:16:51,232 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-27 01:16:51,293 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 01:16:51,302 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.669
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2023-07-27 01:16:51,332 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-27 01:16:51,355 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-27 01:16:51,371 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 01:16:51,388 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-27 01:16:51,402 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-27 01:16:51,418 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 01:16:51,432 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 01:16:51,445 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 01:16:51,461 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-27 01:16:51,475 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 01:16:51,491 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-27 01:16:51,673 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-27 01:16:51,809 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 01:16:51,840 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-27 01:16:51,883 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 01:16:51,897 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:16:51,911 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-27 01:16:51,975 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-27 01:16:52,227 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.654
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2023-07-27 01:16:55,899 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:16:55,914 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-27 01:16:56,005 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-27 01:16:56,037 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-27 01:16:56,069 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:16:56,086 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:16:56,103 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 01:16:56,119 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:16:56,135 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 01:16:56,214 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 01:16:56,230 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 01:16:56,246 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 01:16:56,260 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-27 01:16:56,314 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 01:16:56,407 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-27 01:16:56,500 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-27 01:16:56,533 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-27 01:16:56,594 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 01:16:56,624 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 01:16:56,652 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 01:16:56,740 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 01:16:56,784 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 01:16:56,811 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 01:16:56,914 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 01:16:56,973 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:16:56,990 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:16:57,004 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:16:57,020 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 01:16:57,128 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 01:16:57,207 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 01:16:57,313 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 01:16:57,329 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:16:57,344 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:16:57,358 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 01:16:57,386 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 01:16:57,402 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 01:16:57,415 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 01:16:57,428 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-27 01:16:57,456 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 01:16:57,472 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 01:16:57,488 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 01:16:57,503 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 01:16:57,512 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 01:16:57,528 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:57,544 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.921, mIoU: 0.672
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2023-07-27 01:16:57,591 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-27 01:16:57,770 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 01:16:57,787 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 01:16:57,804 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 01:16:57,818 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 01:16:57,834 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-27 01:16:58,852 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 01:16:58,869 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 01:16:58,885 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:58,900 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:58,915 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:58,931 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:58,947 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 01:16:58,966 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 01:16:58,981 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 01:16:58,997 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 01:16:59,008 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 01:16:59,022 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,038 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,051 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,067 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,081 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,095 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:16:59,110 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,127 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,143 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,160 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,174 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,188 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,202 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,217 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,232 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,248 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,264 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:16:59,279 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 01:16:59,295 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,309 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,325 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,341 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,355 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,369 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,384 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,400 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,416 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,430 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,446 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:16:59,462 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,478 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,492 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,505 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,514 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:16:59,530 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 01:16:59,546 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,562 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,578 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,594 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,610 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,626 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,642 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,656 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,671 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,686 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,702 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:16:59,718 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,732 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,746 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,759 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:16:59,774 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,788 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:16:59,801 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:16:59,815 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:16:59,830 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:59,846 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:59,859 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:59,873 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 01:16:59,887 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,900 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,916 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,932 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,948 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,964 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,980 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:16:59,996 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,010 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,027 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,044 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,062 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,079 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,095 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,112 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,126 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 01:17:00,140 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 01:17:00,154 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 01:17:00,170 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 01:17:00,187 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 01:17:00,200 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 01:17:00,214 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 01:17:00,229 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,244 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,260 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,275 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,291 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,305 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,321 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,335 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,350 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,366 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,381 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,398 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,412 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,428 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,444 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,458 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,472 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,488 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,504 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,521 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,537 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:00,551 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:00,565 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,580 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,594 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:00,611 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:00,629 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,643 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,659 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,673 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,689 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,705 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,719 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,733 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,749 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,764 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,778 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:00,794 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,810 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,824 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:00,837 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:00,853 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,869 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,887 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,901 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,916 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,930 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,947 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,961 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,975 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:00,991 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:01,007 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:01,020 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:01,037 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:01,053 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,069 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,086 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,100 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,113 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,128 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,142 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,155 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,169 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,185 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,199 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,213 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,227 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,243 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,259 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,275 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,289 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,302 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,318 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,335 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,352 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,368 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,382 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,396 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,408 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,425 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,442 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:01,457 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,472 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,484 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,499 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,514 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,530 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,544 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,559 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:01,573 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,589 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,603 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,618 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:01,632 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,647 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:01,662 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,675 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:01,692 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,707 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,722 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,737 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,753 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,768 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,784 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,798 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,813 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,829 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,842 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,856 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,869 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,886 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,900 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,917 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:01,933 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,945 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,961 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,978 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:01,995 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:02,009 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:02,026 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:02,042 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:02,056 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:02,072 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:02,089 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:02,105 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:02,120 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 01:17:02,133 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:02,151 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,167 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,183 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,197 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,213 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,229 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,244 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,260 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,273 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,288 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,302 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,317 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 01:17:02,332 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 01:17:02,345 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 01:17:02,361 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,375 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,391 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,407 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,423 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,438 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,453 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,468 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,483 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,499 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,515 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,531 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,547 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,557 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,572 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,586 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,602 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,618 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,635 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,649 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:02,664 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:02,680 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,695 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,711 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,728 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:02,741 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:02,758 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,773 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,789 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,803 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:02,818 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:02,834 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,850 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,864 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,879 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,894 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,907 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,922 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,937 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:02,950 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:02,965 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:02,979 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:02,994 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:03,009 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:03,025 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:03,040 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 01:17:03,056 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,072 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,085 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,099 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,114 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,128 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,141 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,157 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,173 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:03,189 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,206 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,220 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,234 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,251 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,266 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,280 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,296 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,309 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,325 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,340 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,357 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,372 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,388 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 01:17:03,398 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,414 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,431 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:03,444 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:03,459 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,475 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,491 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,504 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,520 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,535 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,552 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,567 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,583 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,600 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,616 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,630 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,646 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,661 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,676 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 01:17:03,690 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,705 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,720 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,736 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,743 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,756 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 01:17:03,770 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:03,783 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:03,795 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:03,811 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,827 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,843 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,855 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:03,869 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,885 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:03,896 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:03,912 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:03,926 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,942 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,957 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,973 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:03,989 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,001 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,014 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,030 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,045 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,061 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,077 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,090 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,100 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,111 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,125 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,137 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,152 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,166 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,182 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,199 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,216 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:04,232 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:04,249 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,265 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,281 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,298 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,314 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,329 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,345 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,362 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 01:17:04,376 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,390 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,405 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,418 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,434 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,448 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,463 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,478 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,496 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,511 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,525 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,540 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 01:17:04,555 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,570 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,585 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,599 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,613 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,629 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:17:04,645 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:17:04,661 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:17:04,677 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:17:04,693 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:17:04,710 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:17:04,725 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:04,741 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:04,754 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:04,770 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:04,781 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:04,794 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:17:04,810 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:17:04,822 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,838 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,853 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:17:04,869 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,885 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:04,901 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:04,916 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 01:17:04,931 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,944 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,960 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,973 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:04,988 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,003 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,017 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,033 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,047 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,063 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,079 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,096 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,112 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,127 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,141 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,155 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,171 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,185 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,199 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,215 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,230 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,246 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,259 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,272 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,288 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,304 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,320 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,333 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,347 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 01:17:05,362 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,377 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,392 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,407 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,423 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,439 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,454 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,470 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,487 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 01:17:05,503 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,518 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:05,534 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:05,548 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:05,564 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 01:17:05,580 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,596 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,610 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 01:17:05,624 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,639 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,656 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,669 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,685 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,700 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 01:17:05,714 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,730 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,745 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 01:17:05,760 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 01:17:05,773 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:05,788 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:05,804 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,818 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,833 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,846 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,855 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:05,870 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,886 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,899 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 01:17:05,915 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:05,931 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:05,944 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:05,958 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 01:17:05,989 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,004 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,021 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,036 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,054 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 01:17:06,069 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 01:17:06,083 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 01:17:06,098 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,114 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,129 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,142 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,155 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,171 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,186 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,202 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,217 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,231 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,247 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,262 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 01:17:06,276 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,293 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,310 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,326 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,342 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,356 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,372 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,388 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,404 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,419 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,433 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,449 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,463 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 01:17:06,562 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,575 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,592 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,608 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 01:17:06,653 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 01:17:06,727 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,743 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 01:17:06,757 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,771 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 01:17:06,833 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,847 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,863 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:06,878 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 01:17:06,891 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:06,907 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 01:17:07,040 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 01:17:07,189 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 01:17:07,433 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 01:17:07,461 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,477 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,493 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 01:17:07,541 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 01:17:07,602 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,614 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 01:17:07,630 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 01:17:07,646 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 01:17:07,661 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,675 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 01:17:07,688 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,703 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,717 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,733 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,746 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,762 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,776 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,789 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,804 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,820 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,835 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,850 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,867 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,880 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,897 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,912 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 01:17:07,927 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 01:17:07,943 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 01:17:07,957 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:07,971 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:07,988 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,004 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,020 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,034 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,047 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,063 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:08,079 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,093 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,107 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,123 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,139 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,155 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,171 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,187 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,203 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,217 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,232 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,248 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,262 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,277 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,293 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,309 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,325 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,341 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,357 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,373 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,388 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,404 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,420 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,437 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,452 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:08,468 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,484 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,498 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,511 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,527 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,544 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,557 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,573 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,590 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,605 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,621 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,636 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,652 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,668 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,681 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,695 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,708 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,721 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,735 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,751 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,766 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,780 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,793 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,809 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,821 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,835 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,851 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,867 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,882 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,897 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,911 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,926 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:08,942 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,955 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,972 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:08,988 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 01:17:09,005 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,019 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,035 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,051 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,066 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,082 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,095 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,111 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,126 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,142 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,157 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,170 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,186 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,202 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,217 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,233 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,248 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,263 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,279 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,290 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,304 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,318 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,332 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,350 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,366 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,381 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,394 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,408 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,422 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,438 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,452 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,468 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,484 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,498 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,513 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,529 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,542 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,557 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,573 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,586 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,601 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,613 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,629 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,644 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,659 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,675 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,688 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,701 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,716 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,732 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,748 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,761 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,775 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,791 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,807 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,823 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,837 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,853 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,871 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,888 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,904 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:09,919 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:09,927 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 01:17:09,956 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 01:17:09,984 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:10,000 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 01:17:10,015 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:10,031 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 01:17:10,047 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 01:17:10,078 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 01:17:10,337 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 01:17:10,353 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 01:17:10,412 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 01:17:10,472 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,488 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,501 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,517 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,532 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 01:17:10,547 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,563 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,578 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,594 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 01:17:10,609 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,622 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,637 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,651 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,666 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,682 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,697 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,713 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,728 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,743 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,753 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,768 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,782 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,798 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,814 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,829 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,845 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,857 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,867 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,885 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,900 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:10,916 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,930 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,946 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,961 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,975 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:10,990 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:11,006 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:11,020 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:11,035 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,049 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,064 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,079 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,094 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,107 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,122 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,137 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,152 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,168 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,181 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,196 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,212 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 01:17:11,229 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 01:17:28,897 semantic_segmentation INFO: Iters: 128010/150000 || Lr: 0.003553 || Task Loss: 0.5802 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:11 || Estimated Time: 10:44:13
2023-07-27 01:17:46,337 semantic_segmentation INFO: Iters: 128020/150000 || Lr: 0.003551 || Task Loss: 0.4675 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:28 || Estimated Time: 10:43:55
2023-07-27 01:18:04,356 semantic_segmentation INFO: Iters: 128030/150000 || Lr: 0.003550 || Task Loss: 0.2859 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:46 || Estimated Time: 10:43:37
2023-07-27 01:18:22,047 semantic_segmentation INFO: Iters: 128040/150000 || Lr: 0.003548 || Task Loss: 0.3583 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:04 || Estimated Time: 10:43:20
2023-07-27 01:18:39,795 semantic_segmentation INFO: Iters: 128050/150000 || Lr: 0.003547 || Task Loss: 0.4824 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:22 || Estimated Time: 10:43:02
2023-07-27 01:18:58,179 semantic_segmentation INFO: Iters: 128060/150000 || Lr: 0.003546 || Task Loss: 0.2973 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:40 || Estimated Time: 10:42:45
2023-07-27 01:19:16,022 semantic_segmentation INFO: Iters: 128070/150000 || Lr: 0.003544 || Task Loss: 0.3900 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:58 || Estimated Time: 10:42:27
2023-07-27 01:19:34,225 semantic_segmentation INFO: Iters: 128080/150000 || Lr: 0.003543 || Task Loss: 0.2765 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:16 || Estimated Time: 10:42:10
2023-07-27 01:19:52,408 semantic_segmentation INFO: Iters: 128090/150000 || Lr: 0.003541 || Task Loss: 0.3511 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:34 || Estimated Time: 10:41:52
2023-07-27 01:20:10,098 semantic_segmentation INFO: Iters: 128100/150000 || Lr: 0.003540 || Task Loss: 0.3132 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:52 || Estimated Time: 10:41:35
2023-07-27 01:20:27,851 semantic_segmentation INFO: Iters: 128110/150000 || Lr: 0.003538 || Task Loss: 0.4321 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:10 || Estimated Time: 10:41:17
2023-07-27 01:20:46,166 semantic_segmentation INFO: Iters: 128120/150000 || Lr: 0.003537 || Task Loss: 0.3539 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:28 || Estimated Time: 10:41:00
2023-07-27 01:21:04,152 semantic_segmentation INFO: Iters: 128130/150000 || Lr: 0.003535 || Task Loss: 0.3170 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:46 || Estimated Time: 10:40:42
2023-07-27 01:21:22,350 semantic_segmentation INFO: Iters: 128140/150000 || Lr: 0.003534 || Task Loss: 0.3474 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:04 || Estimated Time: 10:40:25
2023-07-27 01:21:40,635 semantic_segmentation INFO: Iters: 128150/150000 || Lr: 0.003532 || Task Loss: 0.3817 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:22 || Estimated Time: 10:40:07
2023-07-27 01:21:58,342 semantic_segmentation INFO: Iters: 128160/150000 || Lr: 0.003531 || Task Loss: 0.3005 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:40 || Estimated Time: 10:39:50
2023-07-27 01:22:16,646 semantic_segmentation INFO: Iters: 128170/150000 || Lr: 0.003530 || Task Loss: 0.3460 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:58 || Estimated Time: 10:39:32
2023-07-27 01:22:34,968 semantic_segmentation INFO: Iters: 128180/150000 || Lr: 0.003528 || Task Loss: 0.3708 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:17 || Estimated Time: 10:39:15
2023-07-27 01:22:52,489 semantic_segmentation INFO: Iters: 128190/150000 || Lr: 0.003527 || Task Loss: 0.4621 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:34 || Estimated Time: 10:38:57
2023-07-27 01:23:10,477 semantic_segmentation INFO: Iters: 128200/150000 || Lr: 0.003525 || Task Loss: 0.3551 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:52 || Estimated Time: 10:38:40
2023-07-27 01:23:28,579 semantic_segmentation INFO: Iters: 128210/150000 || Lr: 0.003524 || Task Loss: 0.3877 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:36:10 || Estimated Time: 10:38:22
2023-07-27 01:23:47,043 semantic_segmentation INFO: Iters: 128220/150000 || Lr: 0.003522 || Task Loss: 0.4802 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:36:29 || Estimated Time: 10:38:05
2023-07-27 01:24:04,577 semantic_segmentation INFO: Iters: 128230/150000 || Lr: 0.003521 || Task Loss: 0.3561 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:36:46 || Estimated Time: 10:37:47
2023-07-27 01:24:23,153 semantic_segmentation INFO: Iters: 128240/150000 || Lr: 0.003519 || Task Loss: 0.4238 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:05 || Estimated Time: 10:37:30
2023-07-27 01:24:41,335 semantic_segmentation INFO: Iters: 128250/150000 || Lr: 0.003518 || Task Loss: 0.2432 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:23 || Estimated Time: 10:37:13
2023-07-27 01:24:59,083 semantic_segmentation INFO: Iters: 128260/150000 || Lr: 0.003516 || Task Loss: 0.3707 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:41 || Estimated Time: 10:36:55
2023-07-27 01:25:17,668 semantic_segmentation INFO: Iters: 128270/150000 || Lr: 0.003515 || Task Loss: 0.3932 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:59 || Estimated Time: 10:36:38
2023-07-27 01:25:35,273 semantic_segmentation INFO: Iters: 128280/150000 || Lr: 0.003513 || Task Loss: 0.3833 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:17 || Estimated Time: 10:36:20
2023-07-27 01:25:53,157 semantic_segmentation INFO: Iters: 128290/150000 || Lr: 0.003512 || Task Loss: 0.2984 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:35 || Estimated Time: 10:36:02
2023-07-27 01:26:11,665 semantic_segmentation INFO: Iters: 128300/150000 || Lr: 0.003511 || Task Loss: 0.2508 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:53 || Estimated Time: 10:35:45
2023-07-27 01:26:29,926 semantic_segmentation INFO: Iters: 128310/150000 || Lr: 0.003509 || Task Loss: 0.4427 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:12 || Estimated Time: 10:35:28
2023-07-27 01:26:48,005 semantic_segmentation INFO: Iters: 128320/150000 || Lr: 0.003508 || Task Loss: 0.5141 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:30 || Estimated Time: 10:35:10
2023-07-27 01:27:06,099 semantic_segmentation INFO: Iters: 128330/150000 || Lr: 0.003506 || Task Loss: 0.3650 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:48 || Estimated Time: 10:34:53
2023-07-27 01:27:24,055 semantic_segmentation INFO: Iters: 128340/150000 || Lr: 0.003505 || Task Loss: 0.4225 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:06 || Estimated Time: 10:34:35
2023-07-27 01:27:42,189 semantic_segmentation INFO: Iters: 128350/150000 || Lr: 0.003503 || Task Loss: 0.4389 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:24 || Estimated Time: 10:34:18
2023-07-27 01:28:00,251 semantic_segmentation INFO: Iters: 128360/150000 || Lr: 0.003502 || Task Loss: 0.2368 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:42 || Estimated Time: 10:34:00
2023-07-27 01:28:18,024 semantic_segmentation INFO: Iters: 128370/150000 || Lr: 0.003500 || Task Loss: 0.2666 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:00 || Estimated Time: 10:33:43
2023-07-27 01:28:36,282 semantic_segmentation INFO: Iters: 128380/150000 || Lr: 0.003499 || Task Loss: 0.3615 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:18 || Estimated Time: 10:33:25
2023-07-27 01:28:54,787 semantic_segmentation INFO: Iters: 128390/150000 || Lr: 0.003497 || Task Loss: 0.3536 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:37 || Estimated Time: 10:33:08
2023-07-27 01:29:12,688 semantic_segmentation INFO: Iters: 128400/150000 || Lr: 0.003496 || Task Loss: 0.3678 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:54 || Estimated Time: 10:32:50
2023-07-27 01:29:31,059 semantic_segmentation INFO: Iters: 128410/150000 || Lr: 0.003495 || Task Loss: 0.3471 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:13 || Estimated Time: 10:32:33
2023-07-27 01:29:48,665 semantic_segmentation INFO: Iters: 128420/150000 || Lr: 0.003493 || Task Loss: 0.4002 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:30 || Estimated Time: 10:32:15
2023-07-27 01:30:06,404 semantic_segmentation INFO: Iters: 128430/150000 || Lr: 0.003492 || Task Loss: 0.3256 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:48 || Estimated Time: 10:31:58
2023-07-27 01:30:24,420 semantic_segmentation INFO: Iters: 128440/150000 || Lr: 0.003490 || Task Loss: 0.3444 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:06 || Estimated Time: 10:31:40
2023-07-27 01:30:42,191 semantic_segmentation INFO: Iters: 128450/150000 || Lr: 0.003489 || Task Loss: 0.3876 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:24 || Estimated Time: 10:31:23
2023-07-27 01:31:00,719 semantic_segmentation INFO: Iters: 128460/150000 || Lr: 0.003487 || Task Loss: 0.4320 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:43 || Estimated Time: 10:31:05
2023-07-27 01:31:18,692 semantic_segmentation INFO: Iters: 128470/150000 || Lr: 0.003486 || Task Loss: 0.4055 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:00 || Estimated Time: 10:30:48
2023-07-27 01:31:36,954 semantic_segmentation INFO: Iters: 128480/150000 || Lr: 0.003484 || Task Loss: 0.4338 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:19 || Estimated Time: 10:30:30
2023-07-27 01:31:54,380 semantic_segmentation INFO: Iters: 128490/150000 || Lr: 0.003483 || Task Loss: 0.3550 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:36 || Estimated Time: 10:30:13
2023-07-27 01:32:12,939 semantic_segmentation INFO: Iters: 128500/150000 || Lr: 0.003481 || Task Loss: 0.3616 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:55 || Estimated Time: 10:29:55
2023-07-27 01:32:30,656 semantic_segmentation INFO: Iters: 128510/150000 || Lr: 0.003480 || Task Loss: 0.2904 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:12 || Estimated Time: 10:29:38
2023-07-27 01:32:48,536 semantic_segmentation INFO: Iters: 128520/150000 || Lr: 0.003479 || Task Loss: 0.2082 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:30 || Estimated Time: 10:29:20
2023-07-27 01:33:06,691 semantic_segmentation INFO: Iters: 128530/150000 || Lr: 0.003477 || Task Loss: 0.3690 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:48 || Estimated Time: 10:29:03
2023-07-27 01:33:24,642 semantic_segmentation INFO: Iters: 128540/150000 || Lr: 0.003476 || Task Loss: 0.3206 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:06 || Estimated Time: 10:28:45
2023-07-27 01:33:42,444 semantic_segmentation INFO: Iters: 128550/150000 || Lr: 0.003474 || Task Loss: 0.4183 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:24 || Estimated Time: 10:28:27
2023-07-27 01:34:00,531 semantic_segmentation INFO: Iters: 128560/150000 || Lr: 0.003473 || Task Loss: 0.4034 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:42 || Estimated Time: 10:28:10
2023-07-27 01:34:18,335 semantic_segmentation INFO: Iters: 128570/150000 || Lr: 0.003471 || Task Loss: 0.2753 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:00 || Estimated Time: 10:27:52
2023-07-27 01:34:36,185 semantic_segmentation INFO: Iters: 128580/150000 || Lr: 0.003470 || Task Loss: 0.3429 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:18 || Estimated Time: 10:27:35
2023-07-27 01:34:54,078 semantic_segmentation INFO: Iters: 128590/150000 || Lr: 0.003468 || Task Loss: 0.3483 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:36 || Estimated Time: 10:27:17
2023-07-27 01:35:12,207 semantic_segmentation INFO: Iters: 128600/150000 || Lr: 0.003467 || Task Loss: 0.2920 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:54 || Estimated Time: 10:27:00
2023-07-27 01:35:30,929 semantic_segmentation INFO: Iters: 128610/150000 || Lr: 0.003465 || Task Loss: 0.4124 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:13 || Estimated Time: 10:26:42
2023-07-27 01:35:48,400 semantic_segmentation INFO: Iters: 128620/150000 || Lr: 0.003464 || Task Loss: 0.2176 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:30 || Estimated Time: 10:26:25
2023-07-27 01:36:06,229 semantic_segmentation INFO: Iters: 128630/150000 || Lr: 0.003463 || Task Loss: 0.3452 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:48 || Estimated Time: 10:26:07
2023-07-27 01:36:24,483 semantic_segmentation INFO: Iters: 128640/150000 || Lr: 0.003461 || Task Loss: 0.3072 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:06 || Estimated Time: 10:25:50
2023-07-27 01:36:42,605 semantic_segmentation INFO: Iters: 128650/150000 || Lr: 0.003460 || Task Loss: 0.3315 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:24 || Estimated Time: 10:25:32
2023-07-27 01:37:00,604 semantic_segmentation INFO: Iters: 128660/150000 || Lr: 0.003458 || Task Loss: 0.3410 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:42 || Estimated Time: 10:25:15
2023-07-27 01:37:18,565 semantic_segmentation INFO: Iters: 128670/150000 || Lr: 0.003457 || Task Loss: 0.2555 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:00 || Estimated Time: 10:24:57
2023-07-27 01:37:36,675 semantic_segmentation INFO: Iters: 128680/150000 || Lr: 0.003455 || Task Loss: 0.3654 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:18 || Estimated Time: 10:24:40
2023-07-27 01:37:54,984 semantic_segmentation INFO: Iters: 128690/150000 || Lr: 0.003454 || Task Loss: 0.2925 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:37 || Estimated Time: 10:24:22
2023-07-27 01:38:13,280 semantic_segmentation INFO: Iters: 128700/150000 || Lr: 0.003452 || Task Loss: 0.3976 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:55 || Estimated Time: 10:24:05
2023-07-27 01:38:31,152 semantic_segmentation INFO: Iters: 128710/150000 || Lr: 0.003451 || Task Loss: 0.2454 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:13 || Estimated Time: 10:23:47
2023-07-27 01:38:49,376 semantic_segmentation INFO: Iters: 128720/150000 || Lr: 0.003449 || Task Loss: 0.3471 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:31 || Estimated Time: 10:23:30
2023-07-27 01:39:07,415 semantic_segmentation INFO: Iters: 128730/150000 || Lr: 0.003448 || Task Loss: 0.3637 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:49 || Estimated Time: 10:23:12
2023-07-27 01:39:25,625 semantic_segmentation INFO: Iters: 128740/150000 || Lr: 0.003446 || Task Loss: 0.3322 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:07 || Estimated Time: 10:22:55
2023-07-27 01:39:43,378 semantic_segmentation INFO: Iters: 128750/150000 || Lr: 0.003445 || Task Loss: 0.3587 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:25 || Estimated Time: 10:22:37
2023-07-27 01:40:01,622 semantic_segmentation INFO: Iters: 128760/150000 || Lr: 0.003444 || Task Loss: 0.3375 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:43 || Estimated Time: 10:22:20
2023-07-27 01:40:19,305 semantic_segmentation INFO: Iters: 128770/150000 || Lr: 0.003442 || Task Loss: 0.2836 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:01 || Estimated Time: 10:22:02
2023-07-27 01:40:37,243 semantic_segmentation INFO: Iters: 128780/150000 || Lr: 0.003441 || Task Loss: 0.4580 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:19 || Estimated Time: 10:21:45
2023-07-27 01:40:55,037 semantic_segmentation INFO: Iters: 128790/150000 || Lr: 0.003439 || Task Loss: 0.4218 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:37 || Estimated Time: 10:21:27
2023-07-27 01:41:12,944 semantic_segmentation INFO: Iters: 128800/150000 || Lr: 0.003438 || Task Loss: 0.3519 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:55 || Estimated Time: 10:21:10
2023-07-27 01:41:13,069 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 01:41:13,457 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.090
2023-07-27 01:41:13,484 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.133
2023-07-27 01:41:13,498 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.140
2023-07-27 01:41:13,513 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.141
2023-07-27 01:41:13,527 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.212
2023-07-27 01:41:13,541 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.258
2023-07-27 01:41:13,557 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.298
2023-07-27 01:41:13,573 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.303
2023-07-27 01:41:13,586 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.344
2023-07-27 01:41:13,602 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.388
2023-07-27 01:41:13,618 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.391
2023-07-27 01:41:13,634 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.406
2023-07-27 01:41:13,647 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.410
2023-07-27 01:41:13,663 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.923, mIoU: 0.397
2023-07-27 01:41:13,679 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.387
2023-07-27 01:41:13,692 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.382
2023-07-27 01:41:13,704 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.380
2023-07-27 01:41:13,717 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.378
2023-07-27 01:41:13,734 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.389
2023-07-27 01:41:13,752 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.433
2023-07-27 01:41:13,769 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.433
2023-07-27 01:41:13,786 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.444
2023-07-27 01:41:13,803 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 01:41:13,821 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.478
2023-07-27 01:41:13,838 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.477
2023-07-27 01:41:13,854 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.475
2023-07-27 01:41:13,870 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.477
2023-07-27 01:41:13,883 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.477
2023-07-27 01:41:13,899 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.464
2023-07-27 01:41:13,916 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.465
2023-07-27 01:41:13,931 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.464
2023-07-27 01:41:13,948 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.464
2023-07-27 01:41:13,964 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.473
2023-07-27 01:41:13,980 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.472
2023-07-27 01:41:13,996 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.494
2023-07-27 01:41:14,012 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.495
2023-07-27 01:41:14,026 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.497
2023-07-27 01:41:14,039 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.541
2023-07-27 01:41:14,056 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.524
2023-07-27 01:41:14,069 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.523
2023-07-27 01:41:14,083 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 01:41:14,099 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.550
2023-07-27 01:41:14,114 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.549
2023-07-27 01:41:14,127 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.549
2023-07-27 01:41:14,143 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.552
2023-07-27 01:41:14,160 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.558
2023-07-27 01:41:14,175 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 01:41:14,189 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 01:41:14,204 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 01:41:14,222 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 01:41:14,240 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 01:41:14,256 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-27 01:41:14,271 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-27 01:41:14,288 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 01:41:14,305 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.567
2023-07-27 01:41:14,319 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 01:41:14,336 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-27 01:41:14,355 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 01:41:14,369 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 01:41:14,385 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.610
2023-07-27 01:41:14,399 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.610
2023-07-27 01:41:14,415 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-27 01:41:14,429 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.608
2023-07-27 01:41:14,448 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-27 01:41:14,462 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-27 01:41:14,477 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-27 01:41:14,493 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-27 01:41:14,507 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.659
2023-07-27 01:41:14,523 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-27 01:41:14,538 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-27 01:41:14,555 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-27 01:41:14,570 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-27 01:41:14,586 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-27 01:41:14,603 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-27 01:41:14,619 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-27 01:41:14,636 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-27 01:41:14,652 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.676
2023-07-27 01:41:14,662 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-27 01:41:14,679 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 01:41:14,697 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 01:41:14,711 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-27 01:41:14,728 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-27 01:41:14,744 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-27 01:41:14,761 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 01:41:14,777 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 01:41:14,793 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 01:41:14,809 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 01:41:14,825 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.667
2023-07-27 01:41:14,841 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:41:14,855 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:41:14,870 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 01:41:14,886 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 01:41:14,902 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 01:41:14,918 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-27 01:41:14,933 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-27 01:41:14,949 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-27 01:41:14,963 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-27 01:41:14,978 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-27 01:41:14,994 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-27 01:41:15,009 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 01:41:15,025 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 01:41:15,040 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 01:41:15,054 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 01:41:15,070 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 01:41:15,087 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 01:41:15,100 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 01:41:15,116 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:41:15,132 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 01:41:15,147 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 01:41:15,161 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 01:41:15,175 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 01:41:15,189 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 01:41:15,205 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:41:15,221 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 01:41:15,238 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 01:41:15,252 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 01:41:15,266 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 01:41:15,282 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 01:41:15,296 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-27 01:41:15,311 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 01:41:15,328 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 01:41:15,342 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 01:41:15,356 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-27 01:41:15,373 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 01:41:15,390 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-27 01:41:15,399 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 01:41:15,412 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 01:41:15,430 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-27 01:41:15,440 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-27 01:41:15,455 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 01:41:15,471 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 01:41:15,487 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 01:41:15,501 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 01:41:15,517 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 01:41:15,531 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 01:41:15,545 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 01:41:15,561 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-27 01:41:15,575 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 01:41:15,591 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 01:41:15,605 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 01:41:15,621 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 01:41:15,638 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 01:41:15,654 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 01:41:15,670 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 01:41:15,686 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 01:41:15,702 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 01:41:15,718 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 01:41:15,733 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 01:41:15,744 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 01:41:15,760 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-27 01:41:15,776 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-27 01:41:15,791 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-27 01:41:15,806 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-27 01:41:15,820 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 01:41:15,834 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 01:41:15,850 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 01:41:15,866 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 01:41:15,882 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 01:41:15,898 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 01:41:15,914 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 01:41:15,929 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 01:41:15,945 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-27 01:41:15,959 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.689
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2023-07-27 01:41:16,524 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-27 01:41:18,964 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-27 01:41:19,024 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-27 01:41:19,148 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-27 01:41:19,195 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.911, mIoU: 0.625
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2023-07-27 01:41:19,495 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-27 01:41:20,030 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-27 01:41:20,076 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 01:41:20,107 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.914, mIoU: 0.633
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2023-07-27 01:41:20,348 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-27 01:41:20,482 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 01:41:20,546 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 01:41:20,734 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 01:41:20,897 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 01:41:20,913 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 01:41:21,169 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 01:41:21,360 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 01:41:21,977 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:21,993 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,009 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,022 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,037 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,053 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,068 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 01:41:22,083 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 01:41:22,097 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 01:41:22,113 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,128 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,145 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,155 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 01:41:22,171 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 01:41:22,187 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 01:41:22,200 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,215 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 01:41:22,228 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,244 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,259 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,275 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,288 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,301 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 01:41:22,314 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 01:41:22,330 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,346 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,361 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,376 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,391 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,405 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,420 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,437 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,450 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,465 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,481 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 01:41:22,496 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,511 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,526 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,538 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,554 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,571 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,587 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,603 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,620 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 01:41:22,633 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 01:41:22,649 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 01:41:22,665 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,682 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,697 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,713 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,729 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 01:41:22,746 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 01:41:22,761 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 01:41:22,778 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,794 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,810 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,826 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,841 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,855 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,871 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:22,887 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:22,903 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:22,916 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:22,933 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:22,946 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,963 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,979 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:22,996 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:23,012 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 01:41:23,029 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,045 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,060 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,076 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 01:41:23,091 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 01:41:23,107 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 01:41:23,126 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 01:41:23,142 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 01:41:23,158 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 01:41:23,169 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 01:41:23,183 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 01:41:23,199 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 01:41:23,213 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 01:41:23,228 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 01:41:23,242 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-27 01:41:23,256 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,272 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,289 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,304 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:41:23,321 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,334 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,349 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:41:23,363 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:41:23,378 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,394 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,411 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,427 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 01:41:23,443 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,459 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,473 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,488 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,504 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 01:41:23,518 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,532 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,546 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,563 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,579 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,593 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,608 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 01:41:23,625 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,641 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,655 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,669 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,677 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 01:41:23,693 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:41:23,710 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 01:41:23,726 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 01:41:23,743 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,759 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,774 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-27 01:41:23,820 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 01:41:23,851 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,866 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,882 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,895 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,909 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:23,922 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 01:41:23,936 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 01:41:23,950 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 01:41:23,964 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 01:41:23,977 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 01:41:23,993 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 01:41:24,010 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 01:41:24,022 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,037 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,051 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,064 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,080 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,096 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,112 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,128 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,143 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,159 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,173 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,189 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,204 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,222 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:24,238 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:24,254 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:24,270 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:24,284 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:24,297 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:24,310 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,326 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,343 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,356 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,370 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:24,385 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:24,401 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:24,417 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,433 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,449 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,462 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,478 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:24,492 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,507 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,523 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,538 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,555 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,569 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,586 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,602 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,616 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:24,630 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 01:41:24,663 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:24,679 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:24,694 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:24,707 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:24,721 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:24,735 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:24,749 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:24,765 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:24,782 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,796 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,813 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,827 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,843 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,859 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,874 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:24,888 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,904 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,920 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,935 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,951 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,967 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,981 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:24,995 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:25,011 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,027 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,045 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,059 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,074 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,088 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,104 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,117 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,131 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,146 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,162 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,175 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,191 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,208 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,225 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,241 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,255 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,269 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,284 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,298 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,312 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,326 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 01:41:25,342 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 01:41:25,356 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:41:25,370 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:41:25,385 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 01:41:25,401 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,417 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,434 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,448 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,462 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,478 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,494 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,510 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,526 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,540 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:25,553 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 01:41:25,566 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 01:41:25,582 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,598 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,613 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,628 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:25,640 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,654 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:25,670 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:25,686 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,700 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,716 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,730 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,746 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,760 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,776 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,789 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:25,805 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:25,821 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:25,835 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:25,851 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,867 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,883 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,898 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,914 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,930 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,945 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,960 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:25,976 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:25,991 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,005 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,018 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,032 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,050 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,064 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:26,082 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,098 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,110 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,125 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,142 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,158 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,171 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,188 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,203 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,216 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,231 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,248 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,263 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,276 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,289 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,306 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:26,322 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:26,337 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:26,351 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:26,367 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:26,382 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:26,398 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,414 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,427 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,443 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,457 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:26,472 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,487 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,501 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,517 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,531 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,546 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,562 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,578 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,593 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,609 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,624 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,639 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,655 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,671 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,687 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,702 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,712 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,727 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,741 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,757 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:26,772 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,789 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,802 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,818 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:26,834 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,849 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:26,866 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,883 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:26,897 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,913 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,929 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,945 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,959 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,975 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:26,991 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:27,007 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:27,021 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:27,036 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:27,052 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:27,066 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:27,081 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,097 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,111 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,126 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:27,140 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,155 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,171 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,187 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,203 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:27,219 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:27,235 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:27,249 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:27,263 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:27,279 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,292 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,306 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,322 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,337 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:27,353 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,369 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:27,383 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:27,396 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,413 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,428 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,442 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,458 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,472 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,489 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,504 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,521 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,538 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,553 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,563 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,580 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,596 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,610 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,626 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,642 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,658 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,672 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,688 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,704 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,720 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,736 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,751 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 01:41:27,768 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,785 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,798 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,814 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,829 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,844 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-27 01:41:27,858 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,874 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,890 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,906 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,914 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 01:41:27,928 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,942 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,955 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,967 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 01:41:27,983 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:27,998 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:28,014 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 01:41:28,026 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:28,040 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:28,055 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:28,067 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:28,083 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 01:41:28,097 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,113 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,129 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,145 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,161 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:28,174 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,188 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:28,204 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:28,220 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,236 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,252 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,266 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,277 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,288 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,302 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,313 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,329 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,342 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,357 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,373 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,389 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,403 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:28,418 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:28,434 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:28,449 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:28,465 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 01:41:28,480 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 01:41:28,495 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 01:41:28,512 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,529 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 01:41:28,543 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,557 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,574 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,587 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,605 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,619 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,636 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,652 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:28,672 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,688 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,702 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,718 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,733 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,749 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,764 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:28,778 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,791 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 01:41:28,806 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 01:41:28,822 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 01:41:28,837 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 01:41:28,853 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 01:41:28,869 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 01:41:28,885 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 01:41:28,902 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,918 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,932 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,949 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,961 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,975 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:28,991 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 01:41:29,004 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:29,020 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:29,036 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 01:41:29,052 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,069 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,086 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,101 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,117 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,130 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,146 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,159 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,175 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,190 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,203 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,219 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,232 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,247 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,263 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,278 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,294 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,309 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,323 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,337 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,353 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,367 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,382 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,398 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,415 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,431 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,445 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,459 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,475 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,492 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,508 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,522 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,536 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,552 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,568 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,584 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,599 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,615 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,631 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,646 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 01:41:29,661 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 01:41:29,678 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 01:41:29,693 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,708 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,724 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 01:41:29,738 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,754 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,770 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,786 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,800 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 01:41:29,815 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:29,831 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,847 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,861 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,876 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,892 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,907 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:29,923 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,939 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,955 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,968 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:29,984 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,000 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,014 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,029 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,043 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,052 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,068 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,084 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,097 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,113 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:30,129 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:30,143 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:30,158 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:30,174 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:30,190 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:30,206 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:30,224 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 01:41:30,257 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:30,272 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:30,286 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 01:41:30,302 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:30,317 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 01:41:30,346 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:30,360 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 01:41:30,392 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 01:41:30,481 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 01:41:30,496 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,513 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,529 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 01:41:30,559 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,575 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,591 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,607 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,623 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:30,637 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 01:41:30,668 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,682 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,695 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,711 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,727 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,743 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,759 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,771 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,784 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,801 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,817 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,830 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,845 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,862 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,877 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,891 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:30,906 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,921 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,935 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,951 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,965 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,980 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:30,996 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,012 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,028 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,044 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,058 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,074 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,090 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,103 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,119 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,136 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,151 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,166 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,178 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,192 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,207 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,222 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 01:41:31,236 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,249 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,264 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,281 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,294 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,305 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,320 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,335 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,350 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:31,365 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,379 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,394 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 01:41:31,408 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,421 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,437 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,452 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,467 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,483 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,499 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,514 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:31,528 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,543 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,557 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,573 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,589 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,606 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,620 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,636 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,648 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,664 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,680 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,696 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,709 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,726 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,743 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,759 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,771 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,786 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,802 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,814 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,829 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,845 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,861 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,875 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 01:41:31,888 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,903 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,918 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,934 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,947 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,963 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,976 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:31,990 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,006 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,021 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,036 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,052 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,068 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,082 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:32,097 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:32,111 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 01:41:32,127 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 01:41:32,142 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 01:41:32,155 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,169 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,186 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,202 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,218 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,231 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,245 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,261 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,277 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,291 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,305 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,321 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,337 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,353 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,368 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,384 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,400 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,414 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,428 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,444 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 01:41:32,457 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,472 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,487 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,502 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,517 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 01:41:32,532 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:32,547 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,562 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,576 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,592 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,608 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,624 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,639 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,656 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,672 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,685 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,699 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,714 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,730 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,744 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,759 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,775 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,791 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,807 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,822 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,838 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,853 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,867 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,880 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,894 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,907 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,921 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,936 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,952 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,966 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:32,979 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:32,995 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,008 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,023 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,040 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,056 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,072 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,088 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,102 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,117 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,133 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,146 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,163 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,179 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,195 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,209 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,224 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,241 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,256 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,271 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,284 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,300 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,315 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,330 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,345 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,358 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,374 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:33,389 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,404 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,420 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 01:41:33,436 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,451 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,468 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,478 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,493 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,506 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,520 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,538 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,554 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,568 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,581 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,595 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,609 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,625 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,640 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,656 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,671 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,685 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,700 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,717 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,730 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,746 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,761 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,775 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,791 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,802 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,818 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,834 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 01:41:33,849 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,865 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,879 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,892 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,907 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,922 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,936 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,949 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,963 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:33,978 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:33,993 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:34,008 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 01:41:34,022 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,038 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,055 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,072 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,088 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,104 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,114 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,129 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,143 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,156 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,172 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,188 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 01:41:34,203 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 01:41:34,219 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 01:41:34,235 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 01:41:34,250 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 01:41:34,266 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,280 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,295 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,312 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:34,327 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,343 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,358 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,375 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,388 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,403 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,418 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,433 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,447 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,461 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,476 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,492 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,507 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 01:41:34,523 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,538 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,553 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,568 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,582 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,597 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,611 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,626 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,642 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,658 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,673 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,686 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,702 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:34,717 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,732 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,747 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,763 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,778 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,793 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,807 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,822 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,836 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,852 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,867 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,883 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,899 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,914 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,929 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,939 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,955 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,969 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:34,984 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,000 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,015 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,031 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,043 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,053 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,070 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,086 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,102 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,115 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,131 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,146 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,160 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,175 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 01:41:35,190 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 01:41:35,205 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,220 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:35,233 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,248 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,264 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,280 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,293 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,309 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,324 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,339 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 01:41:35,356 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,369 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,384 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,400 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 01:41:35,418 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 01:41:52,799 semantic_segmentation INFO: Iters: 128810/150000 || Lr: 0.003436 || Task Loss: 0.4193 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:54:35 || Estimated Time: 10:20:56
2023-07-27 01:42:10,638 semantic_segmentation INFO: Iters: 128820/150000 || Lr: 0.003435 || Task Loss: 0.3707 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:54:52 || Estimated Time: 10:20:38
2023-07-27 01:42:28,374 semantic_segmentation INFO: Iters: 128830/150000 || Lr: 0.003433 || Task Loss: 0.3793 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:10 || Estimated Time: 10:20:21
2023-07-27 01:42:46,402 semantic_segmentation INFO: Iters: 128840/150000 || Lr: 0.003432 || Task Loss: 0.2976 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:28 || Estimated Time: 10:20:03
2023-07-27 01:43:04,934 semantic_segmentation INFO: Iters: 128850/150000 || Lr: 0.003430 || Task Loss: 0.2904 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:47 || Estimated Time: 10:19:46
2023-07-27 01:43:22,632 semantic_segmentation INFO: Iters: 128860/150000 || Lr: 0.003429 || Task Loss: 0.3070 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:04 || Estimated Time: 10:19:28
2023-07-27 01:43:40,774 semantic_segmentation INFO: Iters: 128870/150000 || Lr: 0.003427 || Task Loss: 0.3355 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:23 || Estimated Time: 10:19:11
2023-07-27 01:43:59,033 semantic_segmentation INFO: Iters: 128880/150000 || Lr: 0.003426 || Task Loss: 0.2552 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:41 || Estimated Time: 10:18:53
2023-07-27 01:44:17,336 semantic_segmentation INFO: Iters: 128890/150000 || Lr: 0.003425 || Task Loss: 0.3519 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:59 || Estimated Time: 10:18:36
2023-07-27 01:44:35,637 semantic_segmentation INFO: Iters: 128900/150000 || Lr: 0.003423 || Task Loss: 0.2719 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:17 || Estimated Time: 10:18:18
2023-07-27 01:44:53,206 semantic_segmentation INFO: Iters: 128910/150000 || Lr: 0.003422 || Task Loss: 0.3259 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:35 || Estimated Time: 10:18:01
2023-07-27 01:45:11,278 semantic_segmentation INFO: Iters: 128920/150000 || Lr: 0.003420 || Task Loss: 0.4162 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:53 || Estimated Time: 10:17:43
2023-07-27 01:45:29,079 semantic_segmentation INFO: Iters: 128930/150000 || Lr: 0.003419 || Task Loss: 0.3762 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:11 || Estimated Time: 10:17:26
2023-07-27 01:45:47,265 semantic_segmentation INFO: Iters: 128940/150000 || Lr: 0.003417 || Task Loss: 0.2871 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:29 || Estimated Time: 10:17:08
2023-07-27 01:46:04,954 semantic_segmentation INFO: Iters: 128950/150000 || Lr: 0.003416 || Task Loss: 0.3865 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:47 || Estimated Time: 10:16:51
2023-07-27 01:46:22,876 semantic_segmentation INFO: Iters: 128960/150000 || Lr: 0.003414 || Task Loss: 0.3119 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:05 || Estimated Time: 10:16:33
2023-07-27 01:46:40,854 semantic_segmentation INFO: Iters: 128970/150000 || Lr: 0.003413 || Task Loss: 0.2829 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:23 || Estimated Time: 10:16:16
2023-07-27 01:46:58,694 semantic_segmentation INFO: Iters: 128980/150000 || Lr: 0.003411 || Task Loss: 0.2494 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:40 || Estimated Time: 10:15:58
2023-07-27 01:47:17,144 semantic_segmentation INFO: Iters: 128990/150000 || Lr: 0.003410 || Task Loss: 0.3928 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:59 || Estimated Time: 10:15:41
2023-07-27 01:47:35,683 semantic_segmentation INFO: Iters: 129000/150000 || Lr: 0.003409 || Task Loss: 0.3314 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:00:17 || Estimated Time: 10:15:23
2023-07-27 01:47:53,797 semantic_segmentation INFO: Iters: 129010/150000 || Lr: 0.003407 || Task Loss: 0.3935 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:00:36 || Estimated Time: 10:15:06
2023-07-27 01:48:11,953 semantic_segmentation INFO: Iters: 129020/150000 || Lr: 0.003406 || Task Loss: 0.3247 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:00:54 || Estimated Time: 10:14:48
2023-07-27 01:48:30,379 semantic_segmentation INFO: Iters: 129030/150000 || Lr: 0.003404 || Task Loss: 0.4016 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:12 || Estimated Time: 10:14:31
2023-07-27 01:48:48,386 semantic_segmentation INFO: Iters: 129040/150000 || Lr: 0.003403 || Task Loss: 0.5525 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:30 || Estimated Time: 10:14:13
2023-07-27 01:49:06,394 semantic_segmentation INFO: Iters: 129050/150000 || Lr: 0.003401 || Task Loss: 0.3402 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:48 || Estimated Time: 10:13:56
2023-07-27 01:49:24,143 semantic_segmentation INFO: Iters: 129060/150000 || Lr: 0.003400 || Task Loss: 0.3674 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:06 || Estimated Time: 10:13:38
2023-07-27 01:49:42,152 semantic_segmentation INFO: Iters: 129070/150000 || Lr: 0.003398 || Task Loss: 0.3528 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:24 || Estimated Time: 10:13:21
2023-07-27 01:50:00,381 semantic_segmentation INFO: Iters: 129080/150000 || Lr: 0.003397 || Task Loss: 0.3973 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:42 || Estimated Time: 10:13:03
2023-07-27 01:50:18,864 semantic_segmentation INFO: Iters: 129090/150000 || Lr: 0.003395 || Task Loss: 0.3623 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:01 || Estimated Time: 10:12:46
2023-07-27 01:50:36,839 semantic_segmentation INFO: Iters: 129100/150000 || Lr: 0.003394 || Task Loss: 0.3937 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:19 || Estimated Time: 10:12:28
2023-07-27 01:50:54,838 semantic_segmentation INFO: Iters: 129110/150000 || Lr: 0.003392 || Task Loss: 0.3276 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:37 || Estimated Time: 10:12:11
2023-07-27 01:51:12,932 semantic_segmentation INFO: Iters: 129120/150000 || Lr: 0.003391 || Task Loss: 0.2805 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:55 || Estimated Time: 10:11:53
2023-07-27 01:51:31,301 semantic_segmentation INFO: Iters: 129130/150000 || Lr: 0.003390 || Task Loss: 0.2561 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:13 || Estimated Time: 10:11:36
2023-07-27 01:51:49,622 semantic_segmentation INFO: Iters: 129140/150000 || Lr: 0.003388 || Task Loss: 0.3154 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:31 || Estimated Time: 10:11:18
2023-07-27 01:52:07,229 semantic_segmentation INFO: Iters: 129150/150000 || Lr: 0.003387 || Task Loss: 0.3815 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:49 || Estimated Time: 10:11:01
2023-07-27 01:52:25,591 semantic_segmentation INFO: Iters: 129160/150000 || Lr: 0.003385 || Task Loss: 0.4175 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:07 || Estimated Time: 10:10:43
2023-07-27 01:52:43,605 semantic_segmentation INFO: Iters: 129170/150000 || Lr: 0.003384 || Task Loss: 0.3076 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:25 || Estimated Time: 10:10:26
2023-07-27 01:53:01,679 semantic_segmentation INFO: Iters: 129180/150000 || Lr: 0.003382 || Task Loss: 0.3644 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:43 || Estimated Time: 10:10:08
2023-07-27 01:53:20,564 semantic_segmentation INFO: Iters: 129190/150000 || Lr: 0.003381 || Task Loss: 0.3454 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:02 || Estimated Time: 10:09:51
2023-07-27 01:53:38,294 semantic_segmentation INFO: Iters: 129200/150000 || Lr: 0.003379 || Task Loss: 0.3645 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:20 || Estimated Time: 10:09:33
2023-07-27 01:53:56,750 semantic_segmentation INFO: Iters: 129210/150000 || Lr: 0.003378 || Task Loss: 0.3223 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:39 || Estimated Time: 10:09:16
2023-07-27 01:54:14,590 semantic_segmentation INFO: Iters: 129220/150000 || Lr: 0.003376 || Task Loss: 0.2484 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:56 || Estimated Time: 10:08:58
2023-07-27 01:54:32,555 semantic_segmentation INFO: Iters: 129230/150000 || Lr: 0.003375 || Task Loss: 0.4990 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:14 || Estimated Time: 10:08:41
2023-07-27 01:54:51,096 semantic_segmentation INFO: Iters: 129240/150000 || Lr: 0.003373 || Task Loss: 0.4247 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:33 || Estimated Time: 10:08:23
2023-07-27 01:55:08,943 semantic_segmentation INFO: Iters: 129250/150000 || Lr: 0.003372 || Task Loss: 0.3195 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:51 || Estimated Time: 10:08:06
2023-07-27 01:55:26,999 semantic_segmentation INFO: Iters: 129260/150000 || Lr: 0.003371 || Task Loss: 0.3742 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:09 || Estimated Time: 10:07:48
2023-07-27 01:55:44,921 semantic_segmentation INFO: Iters: 129270/150000 || Lr: 0.003369 || Task Loss: 0.2970 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:27 || Estimated Time: 10:07:31
2023-07-27 01:56:03,386 semantic_segmentation INFO: Iters: 129280/150000 || Lr: 0.003368 || Task Loss: 0.3485 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:45 || Estimated Time: 10:07:13
2023-07-27 01:56:21,155 semantic_segmentation INFO: Iters: 129290/150000 || Lr: 0.003366 || Task Loss: 0.4471 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:03 || Estimated Time: 10:06:56
2023-07-27 01:56:39,420 semantic_segmentation INFO: Iters: 129300/150000 || Lr: 0.003365 || Task Loss: 0.3740 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:21 || Estimated Time: 10:06:38
2023-07-27 01:56:57,228 semantic_segmentation INFO: Iters: 129310/150000 || Lr: 0.003363 || Task Loss: 0.3941 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:39 || Estimated Time: 10:06:21
2023-07-27 01:57:15,326 semantic_segmentation INFO: Iters: 129320/150000 || Lr: 0.003362 || Task Loss: 0.3847 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:57 || Estimated Time: 10:06:03
2023-07-27 01:57:33,667 semantic_segmentation INFO: Iters: 129330/150000 || Lr: 0.003360 || Task Loss: 0.2430 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:15 || Estimated Time: 10:05:46
2023-07-27 01:57:51,732 semantic_segmentation INFO: Iters: 129340/150000 || Lr: 0.003359 || Task Loss: 0.3592 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:34 || Estimated Time: 10:05:28
2023-07-27 01:58:09,956 semantic_segmentation INFO: Iters: 129350/150000 || Lr: 0.003357 || Task Loss: 0.3684 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:52 || Estimated Time: 10:05:11
2023-07-27 01:58:27,927 semantic_segmentation INFO: Iters: 129360/150000 || Lr: 0.003356 || Task Loss: 0.3653 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:10 || Estimated Time: 10:04:53
2023-07-27 01:58:45,923 semantic_segmentation INFO: Iters: 129370/150000 || Lr: 0.003354 || Task Loss: 0.3127 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:28 || Estimated Time: 10:04:36
2023-07-27 01:59:03,680 semantic_segmentation INFO: Iters: 129380/150000 || Lr: 0.003353 || Task Loss: 0.4393 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:45 || Estimated Time: 10:04:18
2023-07-27 01:59:22,195 semantic_segmentation INFO: Iters: 129390/150000 || Lr: 0.003351 || Task Loss: 0.3257 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:04 || Estimated Time: 10:04:01
2023-07-27 01:59:40,014 semantic_segmentation INFO: Iters: 129400/150000 || Lr: 0.003350 || Task Loss: 0.4276 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:22 || Estimated Time: 10:03:43
2023-07-27 01:59:58,540 semantic_segmentation INFO: Iters: 129410/150000 || Lr: 0.003349 || Task Loss: 0.3314 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:40 || Estimated Time: 10:03:26
2023-07-27 02:00:16,699 semantic_segmentation INFO: Iters: 129420/150000 || Lr: 0.003347 || Task Loss: 0.2944 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:58 || Estimated Time: 10:03:08
2023-07-27 02:00:35,348 semantic_segmentation INFO: Iters: 129430/150000 || Lr: 0.003346 || Task Loss: 0.2664 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:17 || Estimated Time: 10:02:51
2023-07-27 02:00:53,224 semantic_segmentation INFO: Iters: 129440/150000 || Lr: 0.003344 || Task Loss: 0.3442 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:35 || Estimated Time: 10:02:33
2023-07-27 02:01:11,049 semantic_segmentation INFO: Iters: 129450/150000 || Lr: 0.003343 || Task Loss: 0.3982 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:53 || Estimated Time: 10:02:16
2023-07-27 02:01:29,230 semantic_segmentation INFO: Iters: 129460/150000 || Lr: 0.003341 || Task Loss: 0.5217 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:11 || Estimated Time: 10:01:58
2023-07-27 02:01:47,147 semantic_segmentation INFO: Iters: 129470/150000 || Lr: 0.003340 || Task Loss: 0.3352 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:29 || Estimated Time: 10:01:41
2023-07-27 02:02:04,974 semantic_segmentation INFO: Iters: 129480/150000 || Lr: 0.003338 || Task Loss: 0.3265 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:47 || Estimated Time: 10:01:23
2023-07-27 02:02:23,337 semantic_segmentation INFO: Iters: 129490/150000 || Lr: 0.003337 || Task Loss: 0.3127 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:05 || Estimated Time: 10:01:06
2023-07-27 02:02:41,570 semantic_segmentation INFO: Iters: 129500/150000 || Lr: 0.003335 || Task Loss: 0.2850 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:23 || Estimated Time: 10:00:48
2023-07-27 02:02:59,395 semantic_segmentation INFO: Iters: 129510/150000 || Lr: 0.003334 || Task Loss: 0.3126 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:41 || Estimated Time: 10:00:31
2023-07-27 02:03:17,166 semantic_segmentation INFO: Iters: 129520/150000 || Lr: 0.003332 || Task Loss: 0.2774 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:59 || Estimated Time: 10:00:13
2023-07-27 02:03:35,071 semantic_segmentation INFO: Iters: 129530/150000 || Lr: 0.003331 || Task Loss: 0.3531 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:17 || Estimated Time: 9:59:56
2023-07-27 02:03:52,922 semantic_segmentation INFO: Iters: 129540/150000 || Lr: 0.003330 || Task Loss: 0.2841 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:35 || Estimated Time: 9:59:38
2023-07-27 02:04:10,806 semantic_segmentation INFO: Iters: 129550/150000 || Lr: 0.003328 || Task Loss: 0.2990 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:53 || Estimated Time: 9:59:21
2023-07-27 02:04:29,329 semantic_segmentation INFO: Iters: 129560/150000 || Lr: 0.003327 || Task Loss: 0.3404 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:11 || Estimated Time: 9:59:03
2023-07-27 02:04:47,518 semantic_segmentation INFO: Iters: 129570/150000 || Lr: 0.003325 || Task Loss: 0.2792 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:29 || Estimated Time: 9:58:46
2023-07-27 02:05:05,442 semantic_segmentation INFO: Iters: 129580/150000 || Lr: 0.003324 || Task Loss: 0.2368 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:47 || Estimated Time: 9:58:28
2023-07-27 02:05:23,239 semantic_segmentation INFO: Iters: 129590/150000 || Lr: 0.003322 || Task Loss: 0.2846 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:18:05 || Estimated Time: 9:58:11
2023-07-27 02:05:41,048 semantic_segmentation INFO: Iters: 129600/150000 || Lr: 0.003321 || Task Loss: 0.3933 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:18:23 || Estimated Time: 9:57:53
2023-07-27 02:05:41,172 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:05:41,563 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.088
2023-07-27 02:05:41,599 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.129
2023-07-27 02:05:41,612 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.143
2023-07-27 02:05:41,627 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.145
2023-07-27 02:05:41,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.219
2023-07-27 02:05:41,654 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.265
2023-07-27 02:05:41,669 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.306
2023-07-27 02:05:41,683 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.310
2023-07-27 02:05:41,696 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.345
2023-07-27 02:05:41,711 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.391
2023-07-27 02:05:41,726 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.394
2023-07-27 02:05:41,741 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.435
2023-07-27 02:05:41,754 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.403
2023-07-27 02:05:41,769 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.914, mIoU: 0.388
2023-07-27 02:05:41,786 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.916, mIoU: 0.378
2023-07-27 02:05:41,800 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.373
2023-07-27 02:05:41,812 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.372
2023-07-27 02:05:41,826 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.370
2023-07-27 02:05:41,843 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.381
2023-07-27 02:05:41,861 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.425
2023-07-27 02:05:41,877 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.426
2023-07-27 02:05:41,894 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.438
2023-07-27 02:05:41,910 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.470
2023-07-27 02:05:41,927 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.474
2023-07-27 02:05:41,944 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.473
2023-07-27 02:05:41,959 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.471
2023-07-27 02:05:41,976 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.473
2023-07-27 02:05:41,989 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.473
2023-07-27 02:05:42,006 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.460
2023-07-27 02:05:42,022 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.461
2023-07-27 02:05:42,038 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.460
2023-07-27 02:05:42,055 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.460
2023-07-27 02:05:42,072 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.469
2023-07-27 02:05:42,088 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.467
2023-07-27 02:05:42,104 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.478
2023-07-27 02:05:42,121 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.479
2023-07-27 02:05:42,135 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.480
2023-07-27 02:05:42,149 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.525
2023-07-27 02:05:42,167 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 02:05:42,181 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 02:05:42,195 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.919, mIoU: 0.539
2023-07-27 02:05:42,211 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.539
2023-07-27 02:05:42,227 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.537
2023-07-27 02:05:42,241 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.538
2023-07-27 02:05:42,257 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.545
2023-07-27 02:05:42,273 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.549
2023-07-27 02:05:42,287 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.554
2023-07-27 02:05:42,300 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.555
2023-07-27 02:05:42,316 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-27 02:05:42,333 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.558
2023-07-27 02:05:42,349 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.557
2023-07-27 02:05:42,365 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.557
2023-07-27 02:05:42,380 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.555
2023-07-27 02:05:42,398 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.556
2023-07-27 02:05:42,414 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.560
2023-07-27 02:05:42,429 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.556
2023-07-27 02:05:42,446 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.554
2023-07-27 02:05:42,465 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.553
2023-07-27 02:05:42,480 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-27 02:05:42,497 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-27 02:05:42,511 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.605
2023-07-27 02:05:42,528 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-27 02:05:42,542 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-27 02:05:42,562 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.607
2023-07-27 02:05:42,576 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.608
2023-07-27 02:05:42,593 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.607
2023-07-27 02:05:42,609 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-27 02:05:42,623 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-27 02:05:42,640 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-27 02:05:42,656 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-27 02:05:42,673 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-27 02:05:42,687 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-27 02:05:42,703 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-27 02:05:42,719 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.671
2023-07-27 02:05:42,734 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-27 02:05:42,750 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.673
2023-07-27 02:05:42,766 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 02:05:42,776 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-27 02:05:42,792 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 02:05:42,810 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 02:05:42,824 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-27 02:05:42,841 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-27 02:05:42,857 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 02:05:42,873 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-27 02:05:42,890 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-27 02:05:42,907 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-27 02:05:42,923 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-27 02:05:42,940 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-27 02:05:42,956 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:42,970 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:42,986 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:43,003 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:43,019 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 02:05:43,035 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-27 02:05:43,051 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.673
2023-07-27 02:05:43,067 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.917, mIoU: 0.673
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2023-07-27 02:05:43,125 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.674
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2023-07-27 02:05:43,157 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-27 02:05:43,171 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-27 02:05:43,186 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-27 02:05:43,203 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.666
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2023-07-27 02:05:43,294 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.672
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2023-07-27 02:05:43,342 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-27 02:05:43,432 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-27 02:05:43,548 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-27 02:05:44,654 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-27 02:05:44,671 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 02:05:44,687 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 02:05:44,720 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-27 02:05:45,266 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 02:05:45,316 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-27 02:05:49,165 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-27 02:05:49,181 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:05:49,190 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:05:49,207 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:05:49,223 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 02:05:49,236 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 02:05:49,252 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 02:05:49,268 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 02:05:49,282 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,298 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:05:49,312 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:05:49,328 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:05:49,345 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:05:49,362 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:05:49,379 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,394 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,408 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,424 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,440 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:05:49,455 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:05:49,470 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-27 02:05:49,487 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:05:49,503 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,519 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-27 02:05:49,533 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:05:49,548 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:05:49,563 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-27 02:05:49,579 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:05:49,595 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-27 02:05:49,611 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-27 02:05:49,625 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:05:49,641 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:05:49,657 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:05:49,670 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-27 02:05:49,686 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-27 02:05:49,699 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 02:05:49,714 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 02:05:49,728 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 02:05:49,741 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 02:05:49,754 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 02:05:49,770 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 02:05:49,786 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-27 02:05:49,802 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,818 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,827 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,842 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,859 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-27 02:05:49,875 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,891 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-27 02:05:49,906 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,920 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,934 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-27 02:05:49,950 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:49,966 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:49,982 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:49,995 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:50,009 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:50,025 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:50,041 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:50,056 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 02:05:50,070 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,086 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,102 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,119 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,132 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,149 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,165 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,179 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,195 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,211 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,227 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,243 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,257 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,274 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,290 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 02:05:50,307 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 02:05:50,319 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,334 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-27 02:05:50,351 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-27 02:05:50,364 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,380 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,394 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,409 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,425 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,441 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,454 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,467 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-27 02:05:50,481 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-27 02:05:50,496 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-27 02:05:50,511 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,527 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,542 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,557 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,572 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-27 02:05:50,588 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,605 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,619 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,635 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,651 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,667 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,683 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,699 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,712 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,728 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,744 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,759 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,775 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,790 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,802 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 02:05:50,818 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,833 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,849 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,862 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,878 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,892 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-27 02:05:50,908 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-27 02:05:50,923 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 02:05:50,939 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 02:05:50,954 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:50,971 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:50,987 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:51,003 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:51,016 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 02:05:51,032 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,048 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,064 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,077 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,093 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,107 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,123 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,139 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,156 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:51,172 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 02:05:51,188 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,204 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,220 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,235 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-27 02:05:51,251 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-27 02:05:51,267 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-27 02:05:51,286 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-27 02:05:51,302 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-27 02:05:51,319 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-27 02:05:51,329 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 02:05:51,343 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,359 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,373 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,389 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 02:05:51,403 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,417 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-27 02:05:51,466 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 02:05:51,482 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 02:05:51,496 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 02:05:51,510 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 02:05:51,524 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 02:05:51,539 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 02:05:51,555 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 02:05:51,586 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.660
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2023-07-27 02:05:51,932 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 02:05:52,096 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-27 02:05:52,137 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,152 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,168 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,181 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,196 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,210 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,222 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,239 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,255 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,271 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,287 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,303 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,319 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,333 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,350 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,366 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,385 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,401 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,417 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:52,434 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:52,447 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,461 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:52,474 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,490 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,507 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,521 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 02:05:52,534 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:52,550 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,564 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,580 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,595 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,611 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,625 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:05:52,641 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,655 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,670 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,685 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,700 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,717 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,731 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,748 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,764 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,778 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,791 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,808 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,825 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 02:05:52,841 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,857 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:05:52,870 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,884 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,899 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,912 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:52,928 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:52,946 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:52,960 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:52,976 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:52,991 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,008 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,024 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,038 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,052 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,068 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,084 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,099 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,114 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,130 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:53,145 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:53,159 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:53,174 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,190 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,207 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,221 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,237 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,251 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,268 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,282 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,296 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,312 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,328 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,342 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,359 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,375 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,392 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,408 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,423 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,436 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,451 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,465 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,478 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,492 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,508 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:05:53,522 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:05:53,535 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:05:53,550 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:05:53,566 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:05:53,582 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,598 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,611 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,625 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,641 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,658 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,674 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:53,691 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:53,705 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:53,719 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,731 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,748 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,764 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,780 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,795 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:53,806 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,820 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,836 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,852 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:53,865 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:53,881 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:53,894 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:53,911 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,924 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,939 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:53,953 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,968 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:53,983 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:53,997 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,013 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,028 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,043 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,058 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,074 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,089 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:54,105 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:54,119 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:54,134 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:05:54,150 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,163 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,177 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,190 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,208 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,222 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,240 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,255 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,268 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,283 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,300 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,316 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,330 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,346 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,361 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,374 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,389 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,405 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,420 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:05:54,434 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,446 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,464 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,480 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,496 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,510 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,526 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,542 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,558 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,574 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,587 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,603 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,617 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:05:54,633 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,648 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:54,661 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,677 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,691 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,707 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,722 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,738 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,753 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,768 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,783 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,797 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,814 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,828 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,844 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,860 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,870 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:05:54,886 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:54,900 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,916 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:54,933 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,949 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:54,964 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,980 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:54,996 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:05:55,012 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,029 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,047 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,061 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,077 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,093 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,109 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,123 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,138 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,154 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,170 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,184 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:55,199 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:55,214 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:55,227 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:55,241 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,257 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,270 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,284 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,298 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,312 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,328 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,343 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:55,358 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,374 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,389 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,402 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,415 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,431 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,444 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:55,457 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,473 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,489 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,505 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,521 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,535 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,549 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,566 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,583 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,596 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,612 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,626 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,643 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,658 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,675 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,691 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,706 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:55,716 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,733 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,749 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,763 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,778 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,794 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,809 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,822 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,838 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,853 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:55,869 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:55,885 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,901 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,919 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,936 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,950 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,966 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,982 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:55,997 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 02:05:56,011 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:56,026 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:56,043 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:56,059 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:56,066 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 02:05:56,080 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:56,093 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:56,106 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:56,118 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:05:56,134 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,149 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,164 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,176 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,189 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,204 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,215 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,231 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,244 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,260 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,275 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,290 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,306 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,318 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,332 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,348 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,365 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,381 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,396 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,410 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,421 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,433 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,447 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,459 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:05:56,474 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,488 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,504 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:56,520 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,536 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,551 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:56,566 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,582 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,598 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,614 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,629 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 02:05:56,644 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 02:05:56,659 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,675 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 02:05:56,689 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:56,702 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,718 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,732 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,749 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,763 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,779 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,796 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,815 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,832 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,846 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,862 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:56,878 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,894 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,910 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,924 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,937 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,953 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:56,969 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:05:56,984 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:05:57,000 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 02:05:57,016 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:05:57,032 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:05:57,047 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:57,063 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 02:05:57,076 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 02:05:57,092 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:57,103 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:05:57,117 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 02:05:57,134 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 02:05:57,147 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:57,163 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:05:57,179 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:57,196 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,213 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,229 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,246 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,263 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,276 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,293 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,306 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,322 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,338 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,351 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,367 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,380 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,396 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,411 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,427 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,442 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,458 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,471 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,484 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,500 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,513 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,527 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,543 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,559 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,575 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,589 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,602 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,619 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,635 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,651 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,665 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,679 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,695 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,710 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,726 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,743 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,759 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,775 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,790 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,807 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:57,823 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:05:57,839 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:57,855 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:05:57,871 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,885 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,901 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,917 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:05:57,934 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:05:57,947 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 02:05:58,264 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 02:05:58,294 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 02:06:00,859 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 02:06:01,286 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 02:06:01,349 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 02:06:01,530 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 02:06:01,545 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 02:06:01,560 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 02:06:01,575 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 02:06:01,590 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 02:06:02,295 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 02:06:02,680 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 02:06:02,696 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 02:06:02,831 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:02,844 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 02:06:03,143 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 02:06:03,381 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-27 02:06:03,410 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,425 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,441 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,454 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,470 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,485 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:06:03,501 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:06:03,517 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:06:03,531 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:06:03,546 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:06:03,561 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:06:03,578 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:06:21,024 semantic_segmentation INFO: Iters: 129610/150000 || Lr: 0.003319 || Task Loss: 0.2682 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:03 || Estimated Time: 9:57:39
2023-07-27 02:06:38,816 semantic_segmentation INFO: Iters: 129620/150000 || Lr: 0.003318 || Task Loss: 0.5129 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:21 || Estimated Time: 9:57:21
2023-07-27 02:06:56,448 semantic_segmentation INFO: Iters: 129630/150000 || Lr: 0.003316 || Task Loss: 0.4807 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:38 || Estimated Time: 9:57:04
2023-07-27 02:07:14,688 semantic_segmentation INFO: Iters: 129640/150000 || Lr: 0.003315 || Task Loss: 0.3147 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:56 || Estimated Time: 9:56:46
2023-07-27 02:07:32,981 semantic_segmentation INFO: Iters: 129650/150000 || Lr: 0.003313 || Task Loss: 0.4016 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:15 || Estimated Time: 9:56:29
2023-07-27 02:07:51,660 semantic_segmentation INFO: Iters: 129660/150000 || Lr: 0.003312 || Task Loss: 0.3470 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:33 || Estimated Time: 9:56:12
2023-07-27 02:08:09,372 semantic_segmentation INFO: Iters: 129670/150000 || Lr: 0.003310 || Task Loss: 0.3313 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:51 || Estimated Time: 9:55:54
2023-07-27 02:08:27,886 semantic_segmentation INFO: Iters: 129680/150000 || Lr: 0.003309 || Task Loss: 0.3615 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:10 || Estimated Time: 9:55:36
2023-07-27 02:08:45,615 semantic_segmentation INFO: Iters: 129690/150000 || Lr: 0.003308 || Task Loss: 0.3403 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:27 || Estimated Time: 9:55:19
2023-07-27 02:09:03,526 semantic_segmentation INFO: Iters: 129700/150000 || Lr: 0.003306 || Task Loss: 0.2953 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:45 || Estimated Time: 9:55:01
2023-07-27 02:09:21,896 semantic_segmentation INFO: Iters: 129710/150000 || Lr: 0.003305 || Task Loss: 0.4635 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:04 || Estimated Time: 9:54:44
2023-07-27 02:09:39,692 semantic_segmentation INFO: Iters: 129720/150000 || Lr: 0.003303 || Task Loss: 0.2824 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:21 || Estimated Time: 9:54:26
2023-07-27 02:09:57,552 semantic_segmentation INFO: Iters: 129730/150000 || Lr: 0.003302 || Task Loss: 0.3649 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:39 || Estimated Time: 9:54:09
2023-07-27 02:10:15,774 semantic_segmentation INFO: Iters: 129740/150000 || Lr: 0.003300 || Task Loss: 0.4640 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:58 || Estimated Time: 9:53:51
2023-07-27 02:10:33,568 semantic_segmentation INFO: Iters: 129750/150000 || Lr: 0.003299 || Task Loss: 0.3471 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:23:15 || Estimated Time: 9:53:34
2023-07-27 02:10:51,481 semantic_segmentation INFO: Iters: 129760/150000 || Lr: 0.003297 || Task Loss: 0.3167 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:23:33 || Estimated Time: 9:53:16
2023-07-27 02:11:09,674 semantic_segmentation INFO: Iters: 129770/150000 || Lr: 0.003296 || Task Loss: 0.3042 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:23:51 || Estimated Time: 9:52:59
2023-07-27 02:11:27,399 semantic_segmentation INFO: Iters: 129780/150000 || Lr: 0.003294 || Task Loss: 0.4569 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:24:09 || Estimated Time: 9:52:41
2023-07-27 02:11:46,029 semantic_segmentation INFO: Iters: 129790/150000 || Lr: 0.003293 || Task Loss: 0.2688 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:24:28 || Estimated Time: 9:52:24
2023-07-27 02:12:04,164 semantic_segmentation INFO: Iters: 129800/150000 || Lr: 0.003291 || Task Loss: 0.3201 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:24:46 || Estimated Time: 9:52:06
2023-07-27 02:12:21,909 semantic_segmentation INFO: Iters: 129810/150000 || Lr: 0.003290 || Task Loss: 0.3837 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:25:04 || Estimated Time: 9:51:49
2023-07-27 02:12:40,596 semantic_segmentation INFO: Iters: 129820/150000 || Lr: 0.003288 || Task Loss: 0.2369 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:25:22 || Estimated Time: 9:51:31
2023-07-27 02:12:58,374 semantic_segmentation INFO: Iters: 129830/150000 || Lr: 0.003287 || Task Loss: 0.3809 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:25:40 || Estimated Time: 9:51:14
2023-07-27 02:13:16,569 semantic_segmentation INFO: Iters: 129840/150000 || Lr: 0.003286 || Task Loss: 0.3800 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:25:58 || Estimated Time: 9:50:56
2023-07-27 02:13:34,379 semantic_segmentation INFO: Iters: 129850/150000 || Lr: 0.003284 || Task Loss: 0.3912 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:16 || Estimated Time: 9:50:39
2023-07-27 02:13:52,767 semantic_segmentation INFO: Iters: 129860/150000 || Lr: 0.003283 || Task Loss: 0.2872 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:35 || Estimated Time: 9:50:21
2023-07-27 02:14:11,183 semantic_segmentation INFO: Iters: 129870/150000 || Lr: 0.003281 || Task Loss: 0.3532 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:53 || Estimated Time: 9:50:04
2023-07-27 02:14:28,976 semantic_segmentation INFO: Iters: 129880/150000 || Lr: 0.003280 || Task Loss: 0.3845 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:11 || Estimated Time: 9:49:46
2023-07-27 02:14:46,915 semantic_segmentation INFO: Iters: 129890/150000 || Lr: 0.003278 || Task Loss: 0.4355 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:29 || Estimated Time: 9:49:29
2023-07-27 02:15:05,148 semantic_segmentation INFO: Iters: 129900/150000 || Lr: 0.003277 || Task Loss: 0.3825 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:47 || Estimated Time: 9:49:11
2023-07-27 02:15:23,159 semantic_segmentation INFO: Iters: 129910/150000 || Lr: 0.003275 || Task Loss: 0.3696 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:05 || Estimated Time: 9:48:54
2023-07-27 02:15:40,977 semantic_segmentation INFO: Iters: 129920/150000 || Lr: 0.003274 || Task Loss: 0.4476 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:23 || Estimated Time: 9:48:36
2023-07-27 02:15:59,209 semantic_segmentation INFO: Iters: 129930/150000 || Lr: 0.003272 || Task Loss: 0.4087 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:41 || Estimated Time: 9:48:19
2023-07-27 02:16:17,536 semantic_segmentation INFO: Iters: 129940/150000 || Lr: 0.003271 || Task Loss: 0.3090 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:59 || Estimated Time: 9:48:01
2023-07-27 02:16:35,984 semantic_segmentation INFO: Iters: 129950/150000 || Lr: 0.003269 || Task Loss: 0.4641 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:18 || Estimated Time: 9:47:44
2023-07-27 02:16:54,090 semantic_segmentation INFO: Iters: 129960/150000 || Lr: 0.003268 || Task Loss: 0.3528 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:36 || Estimated Time: 9:47:26
2023-07-27 02:17:11,898 semantic_segmentation INFO: Iters: 129970/150000 || Lr: 0.003266 || Task Loss: 0.4381 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:54 || Estimated Time: 9:47:09
2023-07-27 02:17:30,360 semantic_segmentation INFO: Iters: 129980/150000 || Lr: 0.003265 || Task Loss: 0.4515 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:12 || Estimated Time: 9:46:51
2023-07-27 02:17:48,683 semantic_segmentation INFO: Iters: 129990/150000 || Lr: 0.003264 || Task Loss: 0.2589 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:30 || Estimated Time: 9:46:34
2023-07-27 02:18:06,393 semantic_segmentation INFO: Iters: 130000/150000 || Lr: 0.003262 || Task Loss: 0.3325 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:48 || Estimated Time: 9:46:16
2023-07-27 02:18:24,334 semantic_segmentation INFO: Iters: 130010/150000 || Lr: 0.003261 || Task Loss: 0.4437 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:06 || Estimated Time: 9:45:59
2023-07-27 02:18:42,171 semantic_segmentation INFO: Iters: 130020/150000 || Lr: 0.003259 || Task Loss: 0.3613 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:24 || Estimated Time: 9:45:41
2023-07-27 02:19:00,083 semantic_segmentation INFO: Iters: 130030/150000 || Lr: 0.003258 || Task Loss: 0.3763 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:42 || Estimated Time: 9:45:24
2023-07-27 02:19:18,575 semantic_segmentation INFO: Iters: 130040/150000 || Lr: 0.003256 || Task Loss: 0.2924 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:00 || Estimated Time: 9:45:06
2023-07-27 02:19:36,409 semantic_segmentation INFO: Iters: 130050/150000 || Lr: 0.003255 || Task Loss: 0.4021 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:18 || Estimated Time: 9:44:49
2023-07-27 02:19:54,810 semantic_segmentation INFO: Iters: 130060/150000 || Lr: 0.003253 || Task Loss: 0.2477 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:37 || Estimated Time: 9:44:31
2023-07-27 02:20:12,894 semantic_segmentation INFO: Iters: 130070/150000 || Lr: 0.003252 || Task Loss: 0.3036 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:55 || Estimated Time: 9:44:14
2023-07-27 02:20:30,977 semantic_segmentation INFO: Iters: 130080/150000 || Lr: 0.003250 || Task Loss: 0.2833 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:13 || Estimated Time: 9:43:56
2023-07-27 02:20:48,808 semantic_segmentation INFO: Iters: 130090/150000 || Lr: 0.003249 || Task Loss: 0.5328 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:31 || Estimated Time: 9:43:38
2023-07-27 02:21:06,591 semantic_segmentation INFO: Iters: 130100/150000 || Lr: 0.003247 || Task Loss: 0.3318 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:48 || Estimated Time: 9:43:21
2023-07-27 02:21:25,309 semantic_segmentation INFO: Iters: 130110/150000 || Lr: 0.003246 || Task Loss: 0.4175 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:07 || Estimated Time: 9:43:03
2023-07-27 02:21:43,347 semantic_segmentation INFO: Iters: 130120/150000 || Lr: 0.003244 || Task Loss: 0.3120 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:25 || Estimated Time: 9:42:46
2023-07-27 02:22:01,619 semantic_segmentation INFO: Iters: 130130/150000 || Lr: 0.003243 || Task Loss: 0.2247 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:43 || Estimated Time: 9:42:28
2023-07-27 02:22:19,655 semantic_segmentation INFO: Iters: 130140/150000 || Lr: 0.003242 || Task Loss: 0.4230 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:01 || Estimated Time: 9:42:11
2023-07-27 02:22:37,730 semantic_segmentation INFO: Iters: 130150/150000 || Lr: 0.003240 || Task Loss: 0.3643 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:20 || Estimated Time: 9:41:53
2023-07-27 02:22:55,778 semantic_segmentation INFO: Iters: 130160/150000 || Lr: 0.003239 || Task Loss: 0.3727 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:38 || Estimated Time: 9:41:36
2023-07-27 02:23:13,530 semantic_segmentation INFO: Iters: 130170/150000 || Lr: 0.003237 || Task Loss: 0.3141 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:55 || Estimated Time: 9:41:18
2023-07-27 02:23:31,388 semantic_segmentation INFO: Iters: 130180/150000 || Lr: 0.003236 || Task Loss: 0.4303 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:13 || Estimated Time: 9:41:01
2023-07-27 02:23:49,840 semantic_segmentation INFO: Iters: 130190/150000 || Lr: 0.003234 || Task Loss: 0.3590 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:32 || Estimated Time: 9:40:43
2023-07-27 02:24:08,159 semantic_segmentation INFO: Iters: 130200/150000 || Lr: 0.003233 || Task Loss: 0.3700 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:50 || Estimated Time: 9:40:26
2023-07-27 02:24:26,049 semantic_segmentation INFO: Iters: 130210/150000 || Lr: 0.003231 || Task Loss: 0.3429 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:08 || Estimated Time: 9:40:08
2023-07-27 02:24:44,323 semantic_segmentation INFO: Iters: 130220/150000 || Lr: 0.003230 || Task Loss: 0.3688 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:26 || Estimated Time: 9:39:51
2023-07-27 02:25:02,299 semantic_segmentation INFO: Iters: 130230/150000 || Lr: 0.003228 || Task Loss: 0.3045 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:44 || Estimated Time: 9:39:33
2023-07-27 02:25:20,526 semantic_segmentation INFO: Iters: 130240/150000 || Lr: 0.003227 || Task Loss: 0.3578 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:02 || Estimated Time: 9:39:16
2023-07-27 02:25:39,029 semantic_segmentation INFO: Iters: 130250/150000 || Lr: 0.003225 || Task Loss: 0.5018 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:21 || Estimated Time: 9:38:58
2023-07-27 02:25:57,095 semantic_segmentation INFO: Iters: 130260/150000 || Lr: 0.003224 || Task Loss: 0.3649 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:39 || Estimated Time: 9:38:41
2023-07-27 02:26:14,933 semantic_segmentation INFO: Iters: 130270/150000 || Lr: 0.003222 || Task Loss: 0.3234 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:57 || Estimated Time: 9:38:23
2023-07-27 02:26:33,481 semantic_segmentation INFO: Iters: 130280/150000 || Lr: 0.003221 || Task Loss: 0.2932 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:15 || Estimated Time: 9:38:06
2023-07-27 02:26:51,185 semantic_segmentation INFO: Iters: 130290/150000 || Lr: 0.003219 || Task Loss: 0.3158 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:33 || Estimated Time: 9:37:48
2023-07-27 02:27:09,743 semantic_segmentation INFO: Iters: 130300/150000 || Lr: 0.003218 || Task Loss: 0.4631 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:52 || Estimated Time: 9:37:31
2023-07-27 02:27:27,984 semantic_segmentation INFO: Iters: 130310/150000 || Lr: 0.003217 || Task Loss: 0.4098 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:10 || Estimated Time: 9:37:13
2023-07-27 02:27:45,893 semantic_segmentation INFO: Iters: 130320/150000 || Lr: 0.003215 || Task Loss: 0.3345 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:28 || Estimated Time: 9:36:56
2023-07-27 02:28:04,077 semantic_segmentation INFO: Iters: 130330/150000 || Lr: 0.003214 || Task Loss: 0.2327 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:46 || Estimated Time: 9:36:38
2023-07-27 02:28:22,242 semantic_segmentation INFO: Iters: 130340/150000 || Lr: 0.003212 || Task Loss: 0.3530 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:04 || Estimated Time: 9:36:21
2023-07-27 02:28:40,250 semantic_segmentation INFO: Iters: 130350/150000 || Lr: 0.003211 || Task Loss: 0.3646 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:22 || Estimated Time: 9:36:03
2023-07-27 02:28:58,161 semantic_segmentation INFO: Iters: 130360/150000 || Lr: 0.003209 || Task Loss: 0.3107 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:40 || Estimated Time: 9:35:46
2023-07-27 02:29:16,368 semantic_segmentation INFO: Iters: 130370/150000 || Lr: 0.003208 || Task Loss: 0.3602 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:58 || Estimated Time: 9:35:28
2023-07-27 02:29:34,519 semantic_segmentation INFO: Iters: 130380/150000 || Lr: 0.003206 || Task Loss: 0.3485 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:16 || Estimated Time: 9:35:11
2023-07-27 02:29:52,610 semantic_segmentation INFO: Iters: 130390/150000 || Lr: 0.003205 || Task Loss: 0.3492 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:34 || Estimated Time: 9:34:53
2023-07-27 02:30:10,754 semantic_segmentation INFO: Iters: 130400/150000 || Lr: 0.003203 || Task Loss: 0.3531 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:53 || Estimated Time: 9:34:36
2023-07-27 02:30:10,884 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:30:11,274 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-27 02:30:11,304 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.131
2023-07-27 02:30:11,316 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.143
2023-07-27 02:30:11,331 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.145
2023-07-27 02:30:11,344 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.217
2023-07-27 02:30:11,357 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.263
2023-07-27 02:30:11,372 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.302
2023-07-27 02:30:11,386 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.307
2023-07-27 02:30:11,399 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.348
2023-07-27 02:30:11,414 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.393
2023-07-27 02:30:11,429 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.395
2023-07-27 02:30:11,445 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.429
2023-07-27 02:30:11,458 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.416
2023-07-27 02:30:11,474 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.923, mIoU: 0.402
2023-07-27 02:30:11,489 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.394
2023-07-27 02:30:11,502 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.926, mIoU: 0.389
2023-07-27 02:30:11,514 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.925, mIoU: 0.387
2023-07-27 02:30:11,527 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.386
2023-07-27 02:30:11,543 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.392
2023-07-27 02:30:11,560 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.436
2023-07-27 02:30:11,575 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.436
2023-07-27 02:30:11,591 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.447
2023-07-27 02:30:11,607 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 02:30:11,624 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.478
2023-07-27 02:30:11,640 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.476
2023-07-27 02:30:11,656 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.475
2023-07-27 02:30:11,673 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.476
2023-07-27 02:30:11,685 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.475
2023-07-27 02:30:11,702 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.464
2023-07-27 02:30:11,718 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.464
2023-07-27 02:30:11,734 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.463
2023-07-27 02:30:11,751 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.463
2023-07-27 02:30:11,767 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.473
2023-07-27 02:30:11,783 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.472
2023-07-27 02:30:11,799 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.496
2023-07-27 02:30:11,815 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.497
2023-07-27 02:30:11,829 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.498
2023-07-27 02:30:11,842 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.543
2023-07-27 02:30:11,860 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.548
2023-07-27 02:30:11,873 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.547
2023-07-27 02:30:11,887 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.572
2023-07-27 02:30:11,903 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.572
2023-07-27 02:30:11,918 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.570
2023-07-27 02:30:11,931 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.570
2023-07-27 02:30:11,947 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.574
2023-07-27 02:30:11,963 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.580
2023-07-27 02:30:11,976 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-27 02:30:11,990 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.587
2023-07-27 02:30:12,005 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.589
2023-07-27 02:30:12,021 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.588
2023-07-27 02:30:12,038 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.585
2023-07-27 02:30:12,054 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.585
2023-07-27 02:30:12,069 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.582
2023-07-27 02:30:12,086 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.583
2023-07-27 02:30:12,102 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.587
2023-07-27 02:30:12,117 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.584
2023-07-27 02:30:12,133 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.582
2023-07-27 02:30:12,152 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.579
2023-07-27 02:30:12,166 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-27 02:30:12,182 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.627
2023-07-27 02:30:12,197 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.627
2023-07-27 02:30:12,214 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-27 02:30:12,228 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 02:30:12,247 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 02:30:12,261 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 02:30:12,277 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 02:30:12,293 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-27 02:30:12,307 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-27 02:30:12,323 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-27 02:30:12,339 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-27 02:30:12,355 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-27 02:30:12,369 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-27 02:30:12,385 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-27 02:30:12,401 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.693
2023-07-27 02:30:12,416 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.695
2023-07-27 02:30:12,432 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-27 02:30:12,447 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 02:30:12,457 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-27 02:30:12,474 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-27 02:30:12,492 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-27 02:30:12,506 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-27 02:30:12,522 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-27 02:30:12,538 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-27 02:30:12,554 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-27 02:30:12,571 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-27 02:30:12,587 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-27 02:30:12,603 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 02:30:12,619 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 02:30:12,635 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 02:30:12,649 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 02:30:12,665 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 02:30:12,682 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 02:30:12,698 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 02:30:12,714 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-27 02:30:12,730 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-27 02:30:12,746 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-27 02:30:12,760 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-27 02:30:12,774 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-27 02:30:12,790 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 02:30:12,804 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 02:30:12,820 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 02:30:12,835 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 02:30:12,849 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 02:30:12,864 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 02:30:12,881 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 02:30:12,894 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 02:30:12,910 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 02:30:12,926 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 02:30:12,941 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-27 02:30:12,998 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 02:30:13,014 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 02:30:13,030 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.679
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2023-07-27 02:30:13,058 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-27 02:30:13,088 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 02:30:13,103 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 02:30:13,119 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-27 02:30:13,133 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-27 02:30:13,147 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-27 02:30:13,163 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 02:30:13,179 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 02:30:13,188 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 02:30:13,201 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 02:30:13,217 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-27 02:30:13,226 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 02:30:13,240 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 02:30:13,256 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 02:30:13,272 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 02:30:13,286 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 02:30:13,303 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-27 02:30:13,317 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-27 02:30:13,331 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 02:30:13,347 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.657
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2023-07-27 02:30:13,407 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.660
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2023-07-27 02:30:13,529 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 02:30:13,604 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 02:30:13,634 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:13,650 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:13,666 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 02:30:13,698 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 02:30:13,734 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-27 02:30:13,791 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 02:30:13,804 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-27 02:30:13,866 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.656
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2023-07-27 02:30:14,720 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.922, mIoU: 0.655
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2023-07-27 02:30:14,899 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.919, mIoU: 0.642
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2023-07-27 02:30:14,964 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-27 02:30:15,655 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.912, mIoU: 0.637
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2023-07-27 02:30:16,947 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-27 02:30:16,978 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-27 02:30:17,729 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-27 02:30:17,746 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-27 02:30:17,790 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-27 02:30:17,822 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 02:30:17,852 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:30:17,868 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 02:30:17,929 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:30:17,946 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 02:30:17,961 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:30:17,977 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:30:17,994 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 02:30:18,084 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:30:18,100 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:30:18,116 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:30:18,132 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:30:18,147 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 02:30:18,161 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:30:18,176 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 02:30:18,191 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 02:30:18,202 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 02:30:18,217 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 02:30:18,233 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 02:30:18,249 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 02:30:18,265 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 02:30:18,282 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 02:30:18,314 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.637
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2023-07-27 02:30:18,348 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:30:18,362 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:30:18,378 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:30:18,392 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:30:18,408 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:30:18,425 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:30:18,441 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:30:18,457 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:30:18,473 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:30:18,487 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:30:18,503 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:30:18,519 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:30:18,532 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:30:18,549 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:30:18,561 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-27 02:30:18,639 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:30:18,650 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 02:30:18,664 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 02:30:18,680 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 02:30:18,696 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-27 02:30:18,723 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-27 02:30:18,752 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:30:18,768 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:30:18,783 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:30:18,793 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:30:18,809 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:30:18,825 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 02:30:18,839 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 02:30:18,855 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 02:30:18,871 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-27 02:30:18,902 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:30:18,916 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:30:18,932 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 02:30:18,949 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 02:30:19,134 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-27 02:30:19,181 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:30:19,197 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:30:19,213 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:30:19,226 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:30:19,242 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:30:19,258 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:30:19,272 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 02:30:19,288 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 02:30:19,300 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 02:30:19,316 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 02:30:19,329 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 02:30:19,342 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-27 02:30:19,354 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-27 02:30:19,442 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-27 02:30:19,491 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-27 02:30:19,581 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-27 02:30:19,639 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:30:19,655 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-27 02:30:20,708 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:20,724 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:20,740 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,757 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:20,772 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:20,788 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,804 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:20,818 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,833 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:30:20,848 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:30:20,864 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-27 02:30:20,883 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-27 02:30:20,899 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:30:20,915 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:30:20,925 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:20,939 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,955 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,968 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,984 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:20,997 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,011 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,027 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,044 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,060 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,076 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,090 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,106 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,120 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,135 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,151 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,167 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,183 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:30:21,199 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,215 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,229 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,245 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:30:21,260 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,274 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,288 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,302 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,319 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,335 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,349 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,364 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:21,380 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,395 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,409 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,422 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,430 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:30:21,446 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:21,463 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:21,479 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,496 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,512 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,528 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:21,545 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:21,562 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,576 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,592 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,607 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,623 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,639 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,653 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:30:21,667 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:30:21,681 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:30:21,695 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:30:21,709 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:30:21,722 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:30:21,736 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:30:21,751 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:21,767 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:21,779 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:21,793 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:21,807 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,818 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,833 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,849 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,864 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,880 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,896 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:21,912 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:21,926 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:21,942 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:21,958 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:21,976 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:21,993 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:22,009 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,026 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,040 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,053 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,067 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:22,083 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:30:22,101 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:22,115 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:22,129 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:22,145 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,161 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,177 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,193 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,208 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,222 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,238 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,252 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:30:22,267 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,282 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,297 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,314 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,328 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,344 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,361 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,374 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,388 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,405 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,421 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:30:22,437 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:22,453 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:22,465 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,479 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,494 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:22,508 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:22,524 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,542 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,556 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:22,572 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:22,586 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:22,602 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:22,618 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,632 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,646 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,662 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,678 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,692 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,708 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,724 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,738 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,752 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,768 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,784 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,802 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,816 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,830 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,844 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,860 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,874 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,888 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,904 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:30:22,921 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,935 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,952 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:22,968 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:22,985 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,001 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,015 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,028 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,043 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,058 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,071 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,085 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,102 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,116 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,130 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,145 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,162 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,178 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,195 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,209 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,223 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,239 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,255 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,271 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:30:23,287 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:30:23,300 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:30:23,314 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,327 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,343 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,360 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:23,375 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:23,391 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:23,403 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,417 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,432 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,448 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:23,462 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,477 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,491 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,507 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,521 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,537 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,551 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,566 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,582 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:23,596 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,612 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,628 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,644 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,659 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,675 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,691 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,707 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,722 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:30:23,738 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,754 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:23,768 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,783 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,797 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,814 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,829 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,846 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,862 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,874 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,889 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,907 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,922 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,936 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,953 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:23,968 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:23,982 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:23,997 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:30:24,013 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:30:24,029 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:30:24,043 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,055 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:24,073 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,088 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,104 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,118 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,134 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,150 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,166 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,182 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,196 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,212 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,225 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:30:24,241 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:24,256 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:30:24,270 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,287 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,301 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:30:24,317 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,333 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,349 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,364 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,380 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,395 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,410 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,427 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,442 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,458 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,473 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,484 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,498 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,512 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,527 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,543 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,560 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,574 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,590 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,606 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,622 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,639 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,655 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,669 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,686 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,701 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,717 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,731 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,747 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,763 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,779 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,793 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,809 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:30:24,825 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:30:24,839 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:30:24,854 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,869 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:24,883 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,898 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,911 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:30:24,926 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:24,942 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:24,958 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:24,974 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:24,990 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:25,006 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:25,020 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:25,034 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:30:25,050 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,064 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,078 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,095 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,111 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,127 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,144 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,157 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,171 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,187 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,203 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,216 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,232 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,245 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,261 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,276 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,292 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,307 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,322 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,332 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,349 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,366 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,381 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,396 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,413 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,429 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,443 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,460 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,476 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,493 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,509 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:25,525 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,543 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,559 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,572 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,587 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,602 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,616 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 02:30:25,629 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:25,644 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:25,660 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,675 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:25,683 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,696 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,709 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,722 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,733 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,748 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,763 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,778 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,790 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,804 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,819 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,831 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,847 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:25,861 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,876 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,892 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,908 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,923 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,935 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,948 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,963 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:25,979 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:25,995 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,011 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,024 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,035 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,047 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,060 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,072 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,088 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,101 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,117 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,133 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,149 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,163 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,179 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,195 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,211 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,227 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,242 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,258 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,274 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,290 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,304 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,318 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,334 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,347 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,364 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,377 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,393 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,409 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,427 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,443 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,457 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,473 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,488 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,504 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,519 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,532 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,546 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,561 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,577 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,592 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,608 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,624 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 02:30:26,639 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 02:30:26,655 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,670 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,683 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,699 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,710 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:30:26,723 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,739 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:30:26,751 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,766 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 02:30:26,781 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:30:26,797 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,813 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,830 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,846 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,862 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,875 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,891 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,905 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,921 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,936 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:26,950 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,966 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,980 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:26,996 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,011 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,027 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,043 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,059 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,072 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,085 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,101 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,114 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,128 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,144 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,159 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,175 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,188 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,202 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,218 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,235 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,252 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,265 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,279 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:30:27,295 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,311 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:27,327 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 02:30:27,343 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,359 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,375 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,389 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,405 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,421 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 02:30:27,436 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,451 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,466 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,480 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,495 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,510 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,526 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,539 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:27,554 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,569 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,585 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,599 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,615 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,631 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,646 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,663 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,679 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 02:30:27,695 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,709 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,725 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,742 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,756 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,772 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:27,786 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:27,795 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,811 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,827 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,840 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:27,856 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:27,872 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:27,886 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:30:27,899 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:30:27,915 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:30:27,930 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:30:27,946 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:27,963 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:27,978 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:27,995 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 02:30:28,010 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,024 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,041 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,057 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,073 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,087 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:28,101 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,117 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,134 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,150 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,167 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,181 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,197 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,212 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,226 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,241 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:28,258 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,273 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,288 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,302 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,317 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,332 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,347 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,363 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,376 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,392 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:28,405 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:28,419 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 02:30:28,448 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,463 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,478 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:28,494 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:28,504 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,518 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,534 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 02:30:28,641 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,657 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,671 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,687 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,700 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 02:30:28,746 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 02:30:28,823 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 02:30:28,836 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:28,851 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 02:30:28,882 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 02:30:28,981 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 02:30:29,268 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 02:30:29,420 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,437 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,450 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,466 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,483 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,498 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,510 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,525 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,541 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,552 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,567 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,583 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,598 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,612 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:30:29,624 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,640 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:30:29,654 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:29,670 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:29,684 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:30:29,701 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,714 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,728 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,744 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,760 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,776 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,791 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,809 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,823 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,839 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,854 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,870 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,886 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,900 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,914 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,931 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,947 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,963 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,977 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:29,991 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:30,006 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:30,022 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,036 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:30,050 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:30:30,066 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,081 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,097 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,113 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,128 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,145 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,159 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,173 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,189 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,203 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,218 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,234 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,250 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,265 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:30:30,281 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,297 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,312 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,327 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,343 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,359 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,375 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,389 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,405 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,421 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,434 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,448 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,464 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,481 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,495 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,511 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,528 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,545 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,561 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,577 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,593 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,609 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,623 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,638 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,652 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,666 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,680 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,696 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,711 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,725 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:30,739 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,754 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,766 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,781 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,796 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,812 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,827 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,843 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,856 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,872 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:30,887 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,902 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,918 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,935 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,952 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,966 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,982 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:30,999 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,015 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,031 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,044 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,060 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,076 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,092 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,108 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,121 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,137 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,152 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,168 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,184 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,199 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,214 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,230 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,241 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,256 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,269 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,283 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:30:31,301 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,317 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,332 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,346 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,360 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,374 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,390 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,405 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,421 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,437 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,451 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,467 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,483 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,497 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 02:30:31,512 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,528 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,542 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,557 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,569 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,585 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,601 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,616 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,631 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,644 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,658 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,672 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:31,688 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,703 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,717 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,731 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 02:30:31,763 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,779 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,793 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 02:30:31,827 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 02:30:31,860 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 02:30:31,876 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 02:30:31,913 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 02:30:32,005 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 02:30:32,036 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 02:30:32,162 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,177 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,194 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,210 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,224 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,239 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 02:30:32,255 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,271 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,287 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 02:30:32,303 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:30:32,319 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:30:32,334 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,349 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,362 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,377 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,391 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,406 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,421 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,436 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,451 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,464 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,479 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,494 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:30:32,509 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,524 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,540 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,555 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,571 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,584 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,599 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:30:32,612 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,628 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,643 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 02:30:32,658 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,674 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,689 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,703 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,713 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,729 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,743 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,759 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,775 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,792 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,808 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,821 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,831 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,849 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,865 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,882 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,896 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:32,913 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:32,928 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:32,942 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:32,957 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:32,972 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:32,987 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:33,002 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,015 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,030 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,045 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,060 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,073 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 02:30:33,088 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 02:30:33,103 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 02:30:33,118 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 02:30:33,134 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,148 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,163 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,179 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 02:30:33,196 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:30:50,679 semantic_segmentation INFO: Iters: 130410/150000 || Lr: 0.003202 || Task Loss: 0.3554 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:32 || Estimated Time: 9:34:21
2023-07-27 02:31:08,186 semantic_segmentation INFO: Iters: 130420/150000 || Lr: 0.003200 || Task Loss: 0.3532 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:50 || Estimated Time: 9:34:04
2023-07-27 02:31:26,971 semantic_segmentation INFO: Iters: 130430/150000 || Lr: 0.003199 || Task Loss: 0.4435 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:09 || Estimated Time: 9:33:46
2023-07-27 02:31:44,654 semantic_segmentation INFO: Iters: 130440/150000 || Lr: 0.003197 || Task Loss: 0.3104 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:26 || Estimated Time: 9:33:29
2023-07-27 02:32:02,968 semantic_segmentation INFO: Iters: 130450/150000 || Lr: 0.003196 || Task Loss: 0.4019 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:45 || Estimated Time: 9:33:11
2023-07-27 02:32:21,105 semantic_segmentation INFO: Iters: 130460/150000 || Lr: 0.003194 || Task Loss: 0.3744 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:03 || Estimated Time: 9:32:54
2023-07-27 02:32:39,344 semantic_segmentation INFO: Iters: 130470/150000 || Lr: 0.003193 || Task Loss: 0.3257 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:21 || Estimated Time: 9:32:36
2023-07-27 02:32:57,609 semantic_segmentation INFO: Iters: 130480/150000 || Lr: 0.003192 || Task Loss: 0.3284 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:39 || Estimated Time: 9:32:19
2023-07-27 02:33:15,511 semantic_segmentation INFO: Iters: 130490/150000 || Lr: 0.003190 || Task Loss: 0.3907 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:57 || Estimated Time: 9:32:01
2023-07-27 02:33:33,566 semantic_segmentation INFO: Iters: 130500/150000 || Lr: 0.003189 || Task Loss: 0.2786 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:46:15 || Estimated Time: 9:31:44
2023-07-27 02:33:51,635 semantic_segmentation INFO: Iters: 130510/150000 || Lr: 0.003187 || Task Loss: 0.4166 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:46:33 || Estimated Time: 9:31:26
2023-07-27 02:34:10,003 semantic_segmentation INFO: Iters: 130520/150000 || Lr: 0.003186 || Task Loss: 0.4330 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:46:52 || Estimated Time: 9:31:09
2023-07-27 02:34:27,789 semantic_segmentation INFO: Iters: 130530/150000 || Lr: 0.003184 || Task Loss: 0.3436 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:47:10 || Estimated Time: 9:30:51
2023-07-27 02:34:45,896 semantic_segmentation INFO: Iters: 130540/150000 || Lr: 0.003183 || Task Loss: 0.2829 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:47:28 || Estimated Time: 9:30:34
2023-07-27 02:35:04,278 semantic_segmentation INFO: Iters: 130550/150000 || Lr: 0.003181 || Task Loss: 0.3690 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:47:46 || Estimated Time: 9:30:16
2023-07-27 02:35:22,036 semantic_segmentation INFO: Iters: 130560/150000 || Lr: 0.003180 || Task Loss: 0.4501 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:04 || Estimated Time: 9:29:59
2023-07-27 02:35:40,350 semantic_segmentation INFO: Iters: 130570/150000 || Lr: 0.003178 || Task Loss: 0.2401 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:22 || Estimated Time: 9:29:41
2023-07-27 02:35:58,790 semantic_segmentation INFO: Iters: 130580/150000 || Lr: 0.003177 || Task Loss: 0.2723 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:41 || Estimated Time: 9:29:24
2023-07-27 02:36:16,734 semantic_segmentation INFO: Iters: 130590/150000 || Lr: 0.003175 || Task Loss: 0.3131 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:59 || Estimated Time: 9:29:06
2023-07-27 02:36:35,007 semantic_segmentation INFO: Iters: 130600/150000 || Lr: 0.003174 || Task Loss: 0.4996 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:17 || Estimated Time: 9:28:49
2023-07-27 02:36:52,833 semantic_segmentation INFO: Iters: 130610/150000 || Lr: 0.003172 || Task Loss: 0.3553 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:35 || Estimated Time: 9:28:31
2023-07-27 02:37:11,040 semantic_segmentation INFO: Iters: 130620/150000 || Lr: 0.003171 || Task Loss: 0.3445 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:53 || Estimated Time: 9:28:14
2023-07-27 02:37:28,711 semantic_segmentation INFO: Iters: 130630/150000 || Lr: 0.003169 || Task Loss: 0.3693 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:10 || Estimated Time: 9:27:56
2023-07-27 02:37:47,144 semantic_segmentation INFO: Iters: 130640/150000 || Lr: 0.003168 || Task Loss: 0.3844 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:29 || Estimated Time: 9:27:39
2023-07-27 02:38:05,439 semantic_segmentation INFO: Iters: 130650/150000 || Lr: 0.003167 || Task Loss: 0.2856 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:47 || Estimated Time: 9:27:21
2023-07-27 02:38:23,186 semantic_segmentation INFO: Iters: 130660/150000 || Lr: 0.003165 || Task Loss: 0.2658 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:05 || Estimated Time: 9:27:04
2023-07-27 02:38:40,929 semantic_segmentation INFO: Iters: 130670/150000 || Lr: 0.003164 || Task Loss: 0.3391 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:23 || Estimated Time: 9:26:46
2023-07-27 02:38:59,440 semantic_segmentation INFO: Iters: 130680/150000 || Lr: 0.003162 || Task Loss: 0.2422 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:41 || Estimated Time: 9:26:29
2023-07-27 02:39:17,514 semantic_segmentation INFO: Iters: 130690/150000 || Lr: 0.003161 || Task Loss: 0.3703 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:59 || Estimated Time: 9:26:11
2023-07-27 02:39:35,819 semantic_segmentation INFO: Iters: 130700/150000 || Lr: 0.003159 || Task Loss: 0.4383 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:18 || Estimated Time: 9:25:54
2023-07-27 02:39:53,675 semantic_segmentation INFO: Iters: 130710/150000 || Lr: 0.003158 || Task Loss: 0.2832 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:35 || Estimated Time: 9:25:36
2023-07-27 02:40:12,000 semantic_segmentation INFO: Iters: 130720/150000 || Lr: 0.003156 || Task Loss: 0.2754 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:54 || Estimated Time: 9:25:19
2023-07-27 02:40:29,833 semantic_segmentation INFO: Iters: 130730/150000 || Lr: 0.003155 || Task Loss: 0.3945 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:12 || Estimated Time: 9:25:01
2023-07-27 02:40:48,138 semantic_segmentation INFO: Iters: 130740/150000 || Lr: 0.003153 || Task Loss: 0.3398 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:30 || Estimated Time: 9:24:43
2023-07-27 02:41:06,132 semantic_segmentation INFO: Iters: 130750/150000 || Lr: 0.003152 || Task Loss: 0.4382 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:48 || Estimated Time: 9:24:26
2023-07-27 02:41:24,451 semantic_segmentation INFO: Iters: 130760/150000 || Lr: 0.003150 || Task Loss: 0.3513 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:06 || Estimated Time: 9:24:08
2023-07-27 02:41:42,682 semantic_segmentation INFO: Iters: 130770/150000 || Lr: 0.003149 || Task Loss: 0.3050 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:24 || Estimated Time: 9:23:51
2023-07-27 02:42:00,381 semantic_segmentation INFO: Iters: 130780/150000 || Lr: 0.003147 || Task Loss: 0.4570 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:42 || Estimated Time: 9:23:33
2023-07-27 02:42:18,906 semantic_segmentation INFO: Iters: 130790/150000 || Lr: 0.003146 || Task Loss: 0.2642 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:01 || Estimated Time: 9:23:16
2023-07-27 02:42:36,637 semantic_segmentation INFO: Iters: 130800/150000 || Lr: 0.003144 || Task Loss: 0.3826 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:18 || Estimated Time: 9:22:58
2023-07-27 02:42:55,487 semantic_segmentation INFO: Iters: 130810/150000 || Lr: 0.003143 || Task Loss: 0.3260 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:37 || Estimated Time: 9:22:41
2023-07-27 02:43:13,098 semantic_segmentation INFO: Iters: 130820/150000 || Lr: 0.003141 || Task Loss: 0.2921 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:55 || Estimated Time: 9:22:23
2023-07-27 02:43:31,447 semantic_segmentation INFO: Iters: 130830/150000 || Lr: 0.003140 || Task Loss: 0.2429 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:13 || Estimated Time: 9:22:06
2023-07-27 02:43:49,678 semantic_segmentation INFO: Iters: 130840/150000 || Lr: 0.003139 || Task Loss: 0.3129 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:31 || Estimated Time: 9:21:48
2023-07-27 02:44:07,945 semantic_segmentation INFO: Iters: 130850/150000 || Lr: 0.003137 || Task Loss: 0.4041 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:50 || Estimated Time: 9:21:31
2023-07-27 02:44:25,688 semantic_segmentation INFO: Iters: 130860/150000 || Lr: 0.003136 || Task Loss: 0.4150 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:07 || Estimated Time: 9:21:13
2023-07-27 02:44:43,600 semantic_segmentation INFO: Iters: 130870/150000 || Lr: 0.003134 || Task Loss: 0.4475 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:25 || Estimated Time: 9:20:56
2023-07-27 02:45:01,857 semantic_segmentation INFO: Iters: 130880/150000 || Lr: 0.003133 || Task Loss: 0.4025 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:44 || Estimated Time: 9:20:38
2023-07-27 02:45:20,111 semantic_segmentation INFO: Iters: 130890/150000 || Lr: 0.003131 || Task Loss: 0.3683 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:02 || Estimated Time: 9:20:21
2023-07-27 02:45:37,914 semantic_segmentation INFO: Iters: 130900/150000 || Lr: 0.003130 || Task Loss: 0.3498 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:20 || Estimated Time: 9:20:03
2023-07-27 02:45:56,861 semantic_segmentation INFO: Iters: 130910/150000 || Lr: 0.003128 || Task Loss: 0.4324 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:39 || Estimated Time: 9:19:46
2023-07-27 02:46:14,504 semantic_segmentation INFO: Iters: 130920/150000 || Lr: 0.003127 || Task Loss: 0.3769 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:56 || Estimated Time: 9:19:28
2023-07-27 02:46:32,812 semantic_segmentation INFO: Iters: 130930/150000 || Lr: 0.003125 || Task Loss: 0.3603 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:15 || Estimated Time: 9:19:11
2023-07-27 02:46:50,682 semantic_segmentation INFO: Iters: 130940/150000 || Lr: 0.003124 || Task Loss: 0.3250 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:32 || Estimated Time: 9:18:53
2023-07-27 02:47:08,655 semantic_segmentation INFO: Iters: 130950/150000 || Lr: 0.003122 || Task Loss: 0.3026 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:50 || Estimated Time: 9:18:36
2023-07-27 02:47:27,051 semantic_segmentation INFO: Iters: 130960/150000 || Lr: 0.003121 || Task Loss: 0.2624 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:09 || Estimated Time: 9:18:18
2023-07-27 02:47:45,798 semantic_segmentation INFO: Iters: 130970/150000 || Lr: 0.003119 || Task Loss: 0.2518 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:28 || Estimated Time: 9:18:01
2023-07-27 02:48:03,959 semantic_segmentation INFO: Iters: 130980/150000 || Lr: 0.003118 || Task Loss: 0.3645 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:46 || Estimated Time: 9:17:43
2023-07-27 02:48:21,975 semantic_segmentation INFO: Iters: 130990/150000 || Lr: 0.003116 || Task Loss: 0.2476 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:04 || Estimated Time: 9:17:26
2023-07-27 02:48:40,061 semantic_segmentation INFO: Iters: 131000/150000 || Lr: 0.003115 || Task Loss: 0.3487 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:22 || Estimated Time: 9:17:08
2023-07-27 02:48:57,707 semantic_segmentation INFO: Iters: 131010/150000 || Lr: 0.003113 || Task Loss: 0.3841 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:39 || Estimated Time: 9:16:51
2023-07-27 02:49:16,100 semantic_segmentation INFO: Iters: 131020/150000 || Lr: 0.003112 || Task Loss: 0.4352 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:58 || Estimated Time: 9:16:33
2023-07-27 02:49:34,529 semantic_segmentation INFO: Iters: 131030/150000 || Lr: 0.003110 || Task Loss: 0.3353 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:16 || Estimated Time: 9:16:16
2023-07-27 02:49:52,454 semantic_segmentation INFO: Iters: 131040/150000 || Lr: 0.003109 || Task Loss: 0.3555 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:34 || Estimated Time: 9:15:58
2023-07-27 02:50:10,281 semantic_segmentation INFO: Iters: 131050/150000 || Lr: 0.003108 || Task Loss: 0.2946 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:52 || Estimated Time: 9:15:41
2023-07-27 02:50:28,651 semantic_segmentation INFO: Iters: 131060/150000 || Lr: 0.003106 || Task Loss: 0.2895 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:10 || Estimated Time: 9:15:23
2023-07-27 02:50:47,597 semantic_segmentation INFO: Iters: 131070/150000 || Lr: 0.003105 || Task Loss: 0.2730 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:29 || Estimated Time: 9:15:06
2023-07-27 02:51:05,998 semantic_segmentation INFO: Iters: 131080/150000 || Lr: 0.003103 || Task Loss: 0.3001 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:48 || Estimated Time: 9:14:48
2023-07-27 02:51:23,792 semantic_segmentation INFO: Iters: 131090/150000 || Lr: 0.003102 || Task Loss: 0.2890 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:06 || Estimated Time: 9:14:31
2023-07-27 02:51:42,040 semantic_segmentation INFO: Iters: 131100/150000 || Lr: 0.003100 || Task Loss: 0.3006 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:24 || Estimated Time: 9:14:13
2023-07-27 02:51:59,835 semantic_segmentation INFO: Iters: 131110/150000 || Lr: 0.003099 || Task Loss: 0.2094 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:42 || Estimated Time: 9:13:56
2023-07-27 02:52:18,416 semantic_segmentation INFO: Iters: 131120/150000 || Lr: 0.003097 || Task Loss: 0.3916 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:00 || Estimated Time: 9:13:38
2023-07-27 02:52:36,516 semantic_segmentation INFO: Iters: 131130/150000 || Lr: 0.003096 || Task Loss: 0.3341 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:18 || Estimated Time: 9:13:21
2023-07-27 02:52:54,521 semantic_segmentation INFO: Iters: 131140/150000 || Lr: 0.003094 || Task Loss: 0.5427 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:36 || Estimated Time: 9:13:03
2023-07-27 02:53:12,646 semantic_segmentation INFO: Iters: 131150/150000 || Lr: 0.003093 || Task Loss: 0.2776 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:54 || Estimated Time: 9:12:45
2023-07-27 02:53:30,919 semantic_segmentation INFO: Iters: 131160/150000 || Lr: 0.003091 || Task Loss: 0.3717 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:13 || Estimated Time: 9:12:28
2023-07-27 02:53:49,255 semantic_segmentation INFO: Iters: 131170/150000 || Lr: 0.003090 || Task Loss: 0.3485 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:31 || Estimated Time: 9:12:11
2023-07-27 02:54:07,174 semantic_segmentation INFO: Iters: 131180/150000 || Lr: 0.003088 || Task Loss: 0.4069 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:49 || Estimated Time: 9:11:53
2023-07-27 02:54:25,048 semantic_segmentation INFO: Iters: 131190/150000 || Lr: 0.003087 || Task Loss: 0.4178 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:07:07 || Estimated Time: 9:11:35
2023-07-27 02:54:43,164 semantic_segmentation INFO: Iters: 131200/150000 || Lr: 0.003085 || Task Loss: 0.3117 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:07:25 || Estimated Time: 9:11:18
2023-07-27 02:54:43,288 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:54:43,680 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-27 02:54:43,709 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.131
2023-07-27 02:54:43,722 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.143
2023-07-27 02:54:43,738 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.145
2023-07-27 02:54:43,753 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.219
2023-07-27 02:54:43,766 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.265
2023-07-27 02:54:43,781 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.304
2023-07-27 02:54:43,797 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.309
2023-07-27 02:54:43,810 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.349
2023-07-27 02:54:43,826 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.394
2023-07-27 02:54:43,841 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.396
2023-07-27 02:54:43,857 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.404
2023-07-27 02:54:43,870 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.924, mIoU: 0.411
2023-07-27 02:54:43,885 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.390
2023-07-27 02:54:43,900 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.382
2023-07-27 02:54:43,913 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.377
2023-07-27 02:54:43,924 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.376
2023-07-27 02:54:43,938 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.375
2023-07-27 02:54:43,953 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.381
2023-07-27 02:54:43,971 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.426
2023-07-27 02:54:43,988 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.428
2023-07-27 02:54:44,005 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.439
2023-07-27 02:54:44,021 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.470
2023-07-27 02:54:44,038 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.471
2023-07-27 02:54:44,055 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.470
2023-07-27 02:54:44,071 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.471
2023-07-27 02:54:44,087 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.473
2023-07-27 02:54:44,100 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.472
2023-07-27 02:54:44,116 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.460
2023-07-27 02:54:44,133 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.461
2023-07-27 02:54:44,148 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.461
2023-07-27 02:54:44,165 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.460
2023-07-27 02:54:44,181 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.471
2023-07-27 02:54:44,197 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.470
2023-07-27 02:54:44,213 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.496
2023-07-27 02:54:44,229 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.496
2023-07-27 02:54:44,243 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.499
2023-07-27 02:54:44,257 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.544
2023-07-27 02:54:44,275 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.541
2023-07-27 02:54:44,289 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.539
2023-07-27 02:54:44,303 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.566
2023-07-27 02:54:44,319 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.566
2023-07-27 02:54:44,335 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.564
2023-07-27 02:54:44,350 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.564
2023-07-27 02:54:44,367 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.570
2023-07-27 02:54:44,384 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.574
2023-07-27 02:54:44,398 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-27 02:54:44,412 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.582
2023-07-27 02:54:44,428 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.585
2023-07-27 02:54:44,446 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.584
2023-07-27 02:54:44,463 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-27 02:54:44,480 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.581
2023-07-27 02:54:44,494 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.578
2023-07-27 02:54:44,511 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.580
2023-07-27 02:54:44,527 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.585
2023-07-27 02:54:44,542 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-27 02:54:44,558 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.578
2023-07-27 02:54:44,576 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.577
2023-07-27 02:54:44,591 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.580
2023-07-27 02:54:44,607 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 02:54:44,621 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-27 02:54:44,637 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-27 02:54:44,651 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.623
2023-07-27 02:54:44,670 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 02:54:44,684 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 02:54:44,700 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-27 02:54:44,715 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-27 02:54:44,729 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-27 02:54:44,745 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-27 02:54:44,762 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-27 02:54:44,780 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.700
2023-07-27 02:54:44,795 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-27 02:54:44,812 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-27 02:54:44,829 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-27 02:54:44,845 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.693
2023-07-27 02:54:44,862 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-27 02:54:44,878 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-27 02:54:44,888 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-27 02:54:44,905 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-27 02:54:44,923 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-27 02:54:44,937 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 02:54:44,954 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 02:54:44,970 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-27 02:54:44,987 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-27 02:54:45,004 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-27 02:54:45,021 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-27 02:54:45,037 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-27 02:54:45,054 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-27 02:54:45,070 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 02:54:45,084 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 02:54:45,100 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-27 02:54:45,117 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-27 02:54:45,133 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-27 02:54:45,149 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-27 02:54:45,165 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-27 02:54:45,182 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-27 02:54:45,196 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-27 02:54:45,211 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-27 02:54:45,228 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 02:54:45,243 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 02:54:45,259 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-27 02:54:45,275 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-27 02:54:45,289 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-27 02:54:45,305 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-27 02:54:45,322 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-27 02:54:45,336 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-27 02:54:45,353 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-27 02:54:45,369 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 02:54:45,384 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-27 02:54:45,398 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 02:54:45,412 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 02:54:45,426 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-27 02:54:45,443 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 02:54:45,459 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-27 02:54:45,475 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-27 02:54:45,489 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-27 02:54:45,503 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-27 02:54:45,519 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-27 02:54:45,533 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-27 02:54:45,549 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-27 02:54:45,565 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-27 02:54:45,580 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-27 02:54:45,594 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 02:54:45,611 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 02:54:45,628 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 02:54:45,637 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 02:54:45,650 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 02:54:45,667 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-27 02:54:45,677 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-27 02:54:45,691 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 02:54:45,707 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 02:54:45,724 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 02:54:45,738 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 02:54:45,755 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 02:54:45,769 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 02:54:45,783 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-27 02:54:45,799 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-27 02:54:45,813 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 02:54:45,830 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 02:54:45,844 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 02:54:45,860 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 02:54:45,877 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 02:54:45,893 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 02:54:45,909 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-27 02:54:45,925 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 02:54:45,940 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 02:54:45,956 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 02:54:45,971 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 02:54:45,983 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 02:54:45,999 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-27 02:54:46,015 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-27 02:54:46,030 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 02:54:46,046 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 02:54:46,060 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 02:54:46,075 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 02:54:46,092 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 02:54:46,108 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 02:54:46,125 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 02:54:46,142 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 02:54:46,159 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 02:54:46,175 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-27 02:54:46,192 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-27 02:54:46,206 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-27 02:54:46,775 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.925, mIoU: 0.658
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2023-07-27 02:54:47,375 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-27 02:54:47,789 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-27 02:54:48,144 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.915, mIoU: 0.646
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2023-07-27 02:54:49,239 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 02:54:49,255 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-27 02:54:49,268 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 02:54:49,297 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-27 02:54:49,328 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-27 02:54:49,358 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-27 02:54:49,372 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-27 02:54:49,388 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-27 02:54:49,418 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 02:54:49,434 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-27 02:54:49,481 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:54:49,498 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-27 02:54:49,514 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:54:49,531 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:54:49,548 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-27 02:54:49,582 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:54:49,598 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-27 02:54:49,631 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 02:54:49,662 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:49,678 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:49,693 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,709 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,725 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,740 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:49,756 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:49,768 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:49,784 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-27 02:54:49,797 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-27 02:54:49,814 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-27 02:54:49,829 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:54:49,845 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-27 02:54:49,871 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,890 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,904 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,921 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:49,938 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 02:54:49,954 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:49,971 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 02:54:49,985 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 02:54:50,002 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 02:54:50,018 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 02:54:50,049 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:54:50,065 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:54:50,079 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:54:50,092 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:54:50,105 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:54:50,121 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:54:50,136 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:50,152 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:50,168 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 02:54:50,182 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:50,198 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:50,214 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 02:54:50,229 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 02:54:50,243 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 02:54:50,259 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:54:50,272 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 02:54:50,290 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 02:54:50,305 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-27 02:54:50,321 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-27 02:54:50,337 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,352 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,368 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,384 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,398 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,414 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,431 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,445 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-27 02:54:50,462 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 02:54:50,478 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 02:54:50,494 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 02:54:50,510 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.648
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2023-07-27 02:54:50,587 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 02:54:50,600 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-27 02:54:50,634 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-27 02:54:50,649 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,665 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-27 02:54:50,694 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,708 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,720 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:50,735 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-27 02:54:50,751 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:50,767 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 02:54:50,784 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,801 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,819 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,835 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,845 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,856 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-27 02:54:50,870 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,885 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,902 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,915 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 02:54:50,931 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:50,948 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:50,964 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:50,980 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:50,996 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:51,009 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-27 02:54:51,025 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 02:54:51,040 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 02:54:51,054 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:54:51,070 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:54:51,082 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:54:51,097 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:54:51,113 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 02:54:51,129 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:54:51,145 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-27 02:54:51,161 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:54:51,171 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:54:51,186 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 02:54:51,202 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 02:54:51,218 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:54:51,231 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:54:51,246 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 02:54:51,260 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 02:54:51,276 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 02:54:51,293 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 02:54:51,309 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 02:54:51,318 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 02:54:51,334 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:54:51,350 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:54:51,364 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:54:51,380 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:54:51,396 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,410 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,426 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,440 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,456 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 02:54:51,473 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:54:51,489 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 02:54:51,506 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,521 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,534 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 02:54:51,566 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 02:54:51,582 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-27 02:54:51,631 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 02:54:51,646 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 02:54:51,660 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 02:54:51,723 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 02:54:51,768 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 02:54:51,798 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 02:54:51,814 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:54:51,826 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:54:51,842 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:54:51,855 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-27 02:54:51,867 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.919, mIoU: 0.666
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2023-07-27 02:54:51,896 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:51,911 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-27 02:54:52,001 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-27 02:54:52,047 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-27 02:54:52,198 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-27 02:54:52,262 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,278 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,294 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,307 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,323 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,339 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,355 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:52,371 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:52,385 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:52,402 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:52,418 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:52,436 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:52,447 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:52,463 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-27 02:54:52,480 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-27 02:54:52,494 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,510 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,524 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,540 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,556 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,572 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,585 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,598 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-27 02:54:52,612 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,628 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,643 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,659 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,674 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,689 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,703 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,718 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:54:52,734 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:54:52,748 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:54:52,764 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 02:54:52,780 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 02:54:52,796 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,813 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,829 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,841 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,857 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,873 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,889 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,905 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,921 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:54:52,933 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:54:52,949 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:54:52,965 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,981 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:52,995 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:54:53,011 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:53,026 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:53,043 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:53,058 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:53,074 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,090 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,105 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,121 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,136 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,150 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:54:53,166 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,182 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,198 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,212 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,228 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,243 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,258 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,274 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,291 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,306 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,322 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,338 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,353 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,368 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:53,383 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:53,399 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 02:54:53,418 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 02:54:53,434 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-27 02:54:53,450 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-27 02:54:53,461 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,474 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,490 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,504 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 02:54:53,519 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 02:54:53,533 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 02:54:53,546 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 02:54:53,562 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 02:54:53,580 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,596 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,613 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,627 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,642 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,657 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,672 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,688 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,705 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,721 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:54:53,737 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,753 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,767 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 02:54:53,783 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:53,798 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,812 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,825 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,840 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,856 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,871 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,885 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,900 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:54:53,916 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,931 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,944 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,958 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:54:53,965 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,981 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:54:53,997 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,013 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,029 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,045 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,061 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:54:54,078 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,093 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,107 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,123 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,138 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,154 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,170 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,184 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,198 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:54:54,212 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:54,227 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:54:54,241 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:54:54,255 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:54:54,270 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:54:54,284 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:54,301 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:54,313 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:54,328 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 02:54:54,341 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,353 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,369 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,385 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,401 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,418 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,434 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,450 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,464 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,481 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,497 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,515 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,532 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,549 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 02:54:54,566 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:54,579 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 02:54:54,593 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 02:54:54,606 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,622 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,639 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,653 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,666 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:54,682 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,696 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,712 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,727 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,743 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,756 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 02:54:54,785 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,800 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,815 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,831 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,848 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,862 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,878 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,895 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,909 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,923 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,939 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:54,956 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,972 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:54,988 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:55,001 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:55,015 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:55,029 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:55,043 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:55,059 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,076 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,090 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,106 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,119 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,135 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,150 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,163 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,177 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,192 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,208 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,221 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,237 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,253 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,267 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,281 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,296 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,312 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,330 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,343 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,358 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,372 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,388 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,402 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,416 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:55,432 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,449 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,463 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,480 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,496 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:55,513 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:55,529 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:55,543 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:55,557 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,572 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,586 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,600 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,613 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,630 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,644 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,657 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,672 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,688 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,704 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,720 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,734 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,748 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,763 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,779 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,795 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,810 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,824 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 02:54:55,838 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,851 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,868 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,885 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,900 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,916 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:55,927 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,941 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,957 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:55,973 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:55,987 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:56,004 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:56,018 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,035 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,049 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,065 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,079 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,095 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,111 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,125 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,141 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,157 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,172 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,188 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,203 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,219 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,235 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,250 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,266 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,282 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,296 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,310 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,323 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,340 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,355 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,372 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,387 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,399 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,415 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:56,432 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,448 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,462 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,479 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,494 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,508 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,524 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,540 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:56,556 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:56,570 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:56,582 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:56,599 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,615 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,631 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,645 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,661 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,677 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,694 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,710 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,724 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,740 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,753 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 02:54:56,769 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:56,784 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 02:54:56,798 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,814 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,828 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,844 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,860 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,876 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,891 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:56,907 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,922 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,937 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,953 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,969 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:56,985 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,001 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,011 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,026 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,040 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,056 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,072 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,089 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,103 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,119 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,135 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,150 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,166 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,183 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,196 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,213 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,229 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,244 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,258 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,274 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,290 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,307 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:57,321 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:57,337 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:57,352 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:57,366 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:57,381 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,396 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,410 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,424 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:57,438 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:57,453 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:57,469 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:57,484 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:57,500 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,515 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,531 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,545 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,558 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,574 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,588 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,601 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:57,617 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:57,632 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,648 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,664 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,678 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,692 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,709 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,724 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:57,738 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,753 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,767 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,783 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,798 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,815 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:57,830 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:54:57,845 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:57,855 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,872 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,888 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,902 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,917 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,932 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,948 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,961 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:57,977 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:54:57,992 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:54:58,008 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 02:54:58,024 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:54:58,039 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,057 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,073 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,087 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,103 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,119 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,134 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 02:54:58,148 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:54:58,164 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:54:58,180 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:58,196 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:54:58,203 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 02:54:58,217 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:58,231 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:58,244 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:58,257 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 02:54:58,272 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:58,288 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:54:58,304 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 02:54:58,316 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:58,330 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:58,345 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:58,357 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:58,373 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:58,387 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:58,403 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:58,420 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,435 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,451 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,463 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,477 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,493 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,508 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,524 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,539 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,552 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,563 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,574 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,587 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,599 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,614 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,627 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,642 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,658 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,674 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,689 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:58,705 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,722 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,738 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,755 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,770 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,786 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,802 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,819 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,832 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 02:54:58,847 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,862 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,876 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,892 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,906 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,921 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:58,937 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 02:54:58,955 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 02:54:58,971 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 02:54:58,985 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,000 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 02:54:59,015 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,030 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,045 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,058 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,072 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,087 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,102 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,117 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,133 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,149 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 02:54:59,164 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 02:54:59,179 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,195 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,208 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,223 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 02:54:59,234 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,247 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,262 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 02:54:59,274 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:59,289 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 02:54:59,304 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 02:54:59,320 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,336 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,353 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,369 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,385 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,398 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,414 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,428 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,444 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,459 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,473 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,489 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,502 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,518 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,534 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,551 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,566 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,582 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:59,596 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:59,609 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 02:54:59,625 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,638 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,652 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,668 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 02:54:59,684 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,699 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:59,713 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:59,727 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 02:54:59,744 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,760 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,777 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,791 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,805 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,821 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,837 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,853 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,869 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,885 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,901 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,916 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,931 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,947 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 02:54:59,963 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,978 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:54:59,994 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,007 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,023 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,038 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,054 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,067 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 02:55:00,082 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,097 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,114 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,128 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,144 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,160 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,176 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,192 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,208 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,224 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,238 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,254 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,271 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,284 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,300 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,314 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,323 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,339 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,355 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,368 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:00,385 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,401 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,414 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:00,428 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:00,443 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,459 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,474 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,492 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,506 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,525 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,540 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,555 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,571 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,587 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,603 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,616 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 02:55:00,630 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,646 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,662 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,678 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,694 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,708 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,724 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,739 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,752 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,768 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,785 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:00,801 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,816 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,830 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,846 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,861 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,876 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,892 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,905 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,921 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,935 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,949 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,963 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,979 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:00,995 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,012 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,028 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,039 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,053 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,070 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,087 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,101 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,117 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,135 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,150 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,164 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,179 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,195 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,208 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,224 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,237 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,251 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,266 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,281 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,296 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,312 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,325 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,340 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,357 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,370 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,387 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,403 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,419 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,436 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,450 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,464 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,480 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,496 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,511 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,525 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,541 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,559 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,573 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,584 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,600 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,616 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,631 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,647 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,660 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,675 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,690 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:01,703 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,718 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,734 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,749 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,765 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,782 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,797 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,812 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,828 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,842 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,857 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:01,874 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,890 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,904 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,920 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,932 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,948 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,964 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,980 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:01,994 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,010 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,027 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,043 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,055 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,071 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,086 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,097 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,113 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,129 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,144 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,159 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,172 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,188 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,203 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,220 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,234 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,250 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,264 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,278 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,295 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 02:55:02,311 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,327 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,342 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,360 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,373 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,389 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,404 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,420 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,436 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 02:55:02,449 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:02,463 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:02,480 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:02,495 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:02,511 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 02:55:02,524 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:02,538 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:02,553 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:02,568 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,582 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,596 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,612 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,629 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,645 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,661 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,677 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,693 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,707 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,723 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,739 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,753 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,769 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,784 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,800 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,816 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,831 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:02,847 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,862 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,877 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,892 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,908 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:02,924 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:02,938 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:02,954 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,970 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,983 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:02,997 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,013 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,029 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,043 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,059 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,076 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,091 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,107 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,123 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,138 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,154 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,167 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,181 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,195 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,209 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,223 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,239 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,255 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,268 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,282 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,298 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,310 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,325 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,341 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,357 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,372 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,388 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,402 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,418 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,433 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:03,447 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:03,464 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:03,480 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:03,496 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,510 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,526 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,543 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,558 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,573 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,586 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,602 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,617 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,633 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,649 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,662 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,678 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,694 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,709 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,725 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,740 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,756 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,772 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,782 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,797 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,810 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,824 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 02:55:03,842 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,859 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,874 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,887 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,901 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,916 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,932 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,947 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,963 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,979 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:03,993 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:04,008 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:04,025 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 02:55:04,038 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 02:55:04,054 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,070 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,083 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,099 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,111 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,127 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,142 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,158 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,173 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,187 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,200 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,216 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,232 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,247 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,262 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,276 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,292 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,308 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,324 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,338 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,354 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,373 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,390 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,406 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,422 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,430 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,445 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,459 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,472 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,488 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,504 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 02:55:04,519 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,535 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,550 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,566 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 02:55:04,582 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:55:04,595 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 02:55:04,610 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:55:04,628 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:55:04,644 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:55:04,661 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 02:55:04,677 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,695 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,709 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,725 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,741 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,757 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,771 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,785 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,801 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,817 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,832 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 02:55:04,847 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,863 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,878 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,893 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,907 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,922 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,935 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,950 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,966 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,981 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:04,996 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,009 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,025 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,041 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,057 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,073 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,088 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,104 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,120 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,134 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,149 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,163 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,179 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,195 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,210 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,227 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,242 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,257 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,267 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,282 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,296 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,311 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,327 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,342 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,357 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,369 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,378 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,395 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,411 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,426 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,439 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,455 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,471 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,485 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,500 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,516 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,531 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,546 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,560 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,575 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,590 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,606 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,619 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,634 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,650 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 02:55:05,665 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,681 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 02:55:05,695 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:55:05,709 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 02:55:05,725 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 02:55:05,742 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 02:55:23,211 semantic_segmentation INFO: Iters: 131210/150000 || Lr: 0.003084 || Task Loss: 0.2979 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:05 || Estimated Time: 9:11:04
2023-07-27 02:55:40,900 semantic_segmentation INFO: Iters: 131220/150000 || Lr: 0.003082 || Task Loss: 0.4264 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:23 || Estimated Time: 9:10:46
2023-07-27 02:55:59,003 semantic_segmentation INFO: Iters: 131230/150000 || Lr: 0.003081 || Task Loss: 0.3219 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:41 || Estimated Time: 9:10:28
2023-07-27 02:56:17,092 semantic_segmentation INFO: Iters: 131240/150000 || Lr: 0.003079 || Task Loss: 0.3306 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:59 || Estimated Time: 9:10:11
2023-07-27 02:56:35,295 semantic_segmentation INFO: Iters: 131250/150000 || Lr: 0.003078 || Task Loss: 0.3702 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:17 || Estimated Time: 9:09:53
2023-07-27 02:56:53,527 semantic_segmentation INFO: Iters: 131260/150000 || Lr: 0.003077 || Task Loss: 0.3390 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:35 || Estimated Time: 9:09:36
2023-07-27 02:57:12,087 semantic_segmentation INFO: Iters: 131270/150000 || Lr: 0.003075 || Task Loss: 0.3253 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:54 || Estimated Time: 9:09:18
2023-07-27 02:57:29,868 semantic_segmentation INFO: Iters: 131280/150000 || Lr: 0.003074 || Task Loss: 0.4384 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:10:12 || Estimated Time: 9:09:01
2023-07-27 02:57:48,446 semantic_segmentation INFO: Iters: 131290/150000 || Lr: 0.003072 || Task Loss: 0.3636 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:10:30 || Estimated Time: 9:08:43
2023-07-27 02:58:06,650 semantic_segmentation INFO: Iters: 131300/150000 || Lr: 0.003071 || Task Loss: 0.4528 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:10:48 || Estimated Time: 9:08:26
2023-07-27 02:58:24,886 semantic_segmentation INFO: Iters: 131310/150000 || Lr: 0.003069 || Task Loss: 0.3503 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:07 || Estimated Time: 9:08:08
2023-07-27 02:58:43,036 semantic_segmentation INFO: Iters: 131320/150000 || Lr: 0.003068 || Task Loss: 0.2821 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:25 || Estimated Time: 9:07:51
2023-07-27 02:59:00,854 semantic_segmentation INFO: Iters: 131330/150000 || Lr: 0.003066 || Task Loss: 0.2295 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:43 || Estimated Time: 9:07:33
2023-07-27 02:59:19,322 semantic_segmentation INFO: Iters: 131340/150000 || Lr: 0.003065 || Task Loss: 0.2926 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:01 || Estimated Time: 9:07:16
2023-07-27 02:59:37,464 semantic_segmentation INFO: Iters: 131350/150000 || Lr: 0.003063 || Task Loss: 0.3236 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:19 || Estimated Time: 9:06:58
2023-07-27 02:59:56,004 semantic_segmentation INFO: Iters: 131360/150000 || Lr: 0.003062 || Task Loss: 0.3633 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:38 || Estimated Time: 9:06:41
2023-07-27 03:00:14,241 semantic_segmentation INFO: Iters: 131370/150000 || Lr: 0.003060 || Task Loss: 0.3511 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:56 || Estimated Time: 9:06:23
2023-07-27 03:00:32,408 semantic_segmentation INFO: Iters: 131380/150000 || Lr: 0.003059 || Task Loss: 0.3852 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:14 || Estimated Time: 9:06:06
2023-07-27 03:00:50,497 semantic_segmentation INFO: Iters: 131390/150000 || Lr: 0.003057 || Task Loss: 0.3247 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:32 || Estimated Time: 9:05:48
2023-07-27 03:01:08,251 semantic_segmentation INFO: Iters: 131400/150000 || Lr: 0.003056 || Task Loss: 0.3822 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:50 || Estimated Time: 9:05:31
2023-07-27 03:01:26,620 semantic_segmentation INFO: Iters: 131410/150000 || Lr: 0.003054 || Task Loss: 0.3993 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:08 || Estimated Time: 9:05:13
2023-07-27 03:01:44,810 semantic_segmentation INFO: Iters: 131420/150000 || Lr: 0.003053 || Task Loss: 0.3633 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:27 || Estimated Time: 9:04:56
2023-07-27 03:02:03,188 semantic_segmentation INFO: Iters: 131430/150000 || Lr: 0.003051 || Task Loss: 0.3334 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:45 || Estimated Time: 9:04:38
2023-07-27 03:02:20,963 semantic_segmentation INFO: Iters: 131440/150000 || Lr: 0.003050 || Task Loss: 0.3723 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:03 || Estimated Time: 9:04:21
2023-07-27 03:02:39,359 semantic_segmentation INFO: Iters: 131450/150000 || Lr: 0.003048 || Task Loss: 0.3324 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:21 || Estimated Time: 9:04:03
2023-07-27 03:02:57,289 semantic_segmentation INFO: Iters: 131460/150000 || Lr: 0.003047 || Task Loss: 0.2585 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:39 || Estimated Time: 9:03:46
2023-07-27 03:03:15,242 semantic_segmentation INFO: Iters: 131470/150000 || Lr: 0.003045 || Task Loss: 0.3877 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:57 || Estimated Time: 9:03:28
2023-07-27 03:03:33,350 semantic_segmentation INFO: Iters: 131480/150000 || Lr: 0.003044 || Task Loss: 0.3341 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:15 || Estimated Time: 9:03:11
2023-07-27 03:03:51,671 semantic_segmentation INFO: Iters: 131490/150000 || Lr: 0.003043 || Task Loss: 0.4635 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:33 || Estimated Time: 9:02:53
2023-07-27 03:04:09,903 semantic_segmentation INFO: Iters: 131500/150000 || Lr: 0.003041 || Task Loss: 0.3062 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:52 || Estimated Time: 9:02:36
2023-07-27 03:04:28,083 semantic_segmentation INFO: Iters: 131510/150000 || Lr: 0.003040 || Task Loss: 0.3478 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:10 || Estimated Time: 9:02:18
2023-07-27 03:04:46,329 semantic_segmentation INFO: Iters: 131520/150000 || Lr: 0.003038 || Task Loss: 0.3333 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:28 || Estimated Time: 9:02:00
2023-07-27 03:05:04,266 semantic_segmentation INFO: Iters: 131530/150000 || Lr: 0.003037 || Task Loss: 0.3177 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:46 || Estimated Time: 9:01:43
2023-07-27 03:05:22,735 semantic_segmentation INFO: Iters: 131540/150000 || Lr: 0.003035 || Task Loss: 0.3170 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:05 || Estimated Time: 9:01:25
2023-07-27 03:05:40,882 semantic_segmentation INFO: Iters: 131550/150000 || Lr: 0.003034 || Task Loss: 0.2895 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:23 || Estimated Time: 9:01:08
2023-07-27 03:05:58,663 semantic_segmentation INFO: Iters: 131560/150000 || Lr: 0.003032 || Task Loss: 0.2429 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:40 || Estimated Time: 9:00:50
2023-07-27 03:06:17,101 semantic_segmentation INFO: Iters: 131570/150000 || Lr: 0.003031 || Task Loss: 0.3296 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:59 || Estimated Time: 9:00:33
2023-07-27 03:06:34,981 semantic_segmentation INFO: Iters: 131580/150000 || Lr: 0.003029 || Task Loss: 0.4112 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:17 || Estimated Time: 9:00:15
2023-07-27 03:06:53,368 semantic_segmentation INFO: Iters: 131590/150000 || Lr: 0.003028 || Task Loss: 0.3771 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:35 || Estimated Time: 8:59:58
2023-07-27 03:07:11,505 semantic_segmentation INFO: Iters: 131600/150000 || Lr: 0.003026 || Task Loss: 0.3094 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:53 || Estimated Time: 8:59:40
2023-07-27 03:07:30,061 semantic_segmentation INFO: Iters: 131610/150000 || Lr: 0.003025 || Task Loss: 0.3291 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:12 || Estimated Time: 8:59:23
2023-07-27 03:07:48,279 semantic_segmentation INFO: Iters: 131620/150000 || Lr: 0.003023 || Task Loss: 0.3371 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:30 || Estimated Time: 8:59:05
2023-07-27 03:08:06,390 semantic_segmentation INFO: Iters: 131630/150000 || Lr: 0.003022 || Task Loss: 0.2958 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:48 || Estimated Time: 8:58:48
2023-07-27 03:08:24,468 semantic_segmentation INFO: Iters: 131640/150000 || Lr: 0.003020 || Task Loss: 0.3415 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:06 || Estimated Time: 8:58:30
2023-07-27 03:08:42,656 semantic_segmentation INFO: Iters: 131650/150000 || Lr: 0.003019 || Task Loss: 0.4065 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:24 || Estimated Time: 8:58:13
2023-07-27 03:09:00,996 semantic_segmentation INFO: Iters: 131660/150000 || Lr: 0.003017 || Task Loss: 0.3636 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:43 || Estimated Time: 8:57:55
2023-07-27 03:09:19,105 semantic_segmentation INFO: Iters: 131670/150000 || Lr: 0.003016 || Task Loss: 0.3822 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:01 || Estimated Time: 8:57:38
2023-07-27 03:09:37,260 semantic_segmentation INFO: Iters: 131680/150000 || Lr: 0.003014 || Task Loss: 0.2289 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:19 || Estimated Time: 8:57:20
2023-07-27 03:09:55,603 semantic_segmentation INFO: Iters: 131690/150000 || Lr: 0.003013 || Task Loss: 0.3725 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:37 || Estimated Time: 8:57:03
2023-07-27 03:10:13,518 semantic_segmentation INFO: Iters: 131700/150000 || Lr: 0.003011 || Task Loss: 0.4207 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:55 || Estimated Time: 8:56:45
2023-07-27 03:10:32,281 semantic_segmentation INFO: Iters: 131710/150000 || Lr: 0.003010 || Task Loss: 0.2716 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:14 || Estimated Time: 8:56:28
2023-07-27 03:10:50,544 semantic_segmentation INFO: Iters: 131720/150000 || Lr: 0.003008 || Task Loss: 0.3748 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:32 || Estimated Time: 8:56:10
2023-07-27 03:11:08,565 semantic_segmentation INFO: Iters: 131730/150000 || Lr: 0.003007 || Task Loss: 0.3374 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:50 || Estimated Time: 8:55:53
2023-07-27 03:11:26,938 semantic_segmentation INFO: Iters: 131740/150000 || Lr: 0.003006 || Task Loss: 0.4068 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:09 || Estimated Time: 8:55:35
2023-07-27 03:11:45,368 semantic_segmentation INFO: Iters: 131750/150000 || Lr: 0.003004 || Task Loss: 0.3460 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:27 || Estimated Time: 8:55:18
2023-07-27 03:12:03,670 semantic_segmentation INFO: Iters: 131760/150000 || Lr: 0.003003 || Task Loss: 0.3534 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:45 || Estimated Time: 8:55:00
2023-07-27 03:12:21,425 semantic_segmentation INFO: Iters: 131770/150000 || Lr: 0.003001 || Task Loss: 0.2875 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:03 || Estimated Time: 8:54:43
2023-07-27 03:12:39,410 semantic_segmentation INFO: Iters: 131780/150000 || Lr: 0.003000 || Task Loss: 0.2911 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:21 || Estimated Time: 8:54:25
2023-07-27 03:12:57,959 semantic_segmentation INFO: Iters: 131790/150000 || Lr: 0.002998 || Task Loss: 0.2766 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:40 || Estimated Time: 8:54:08
2023-07-27 03:13:16,174 semantic_segmentation INFO: Iters: 131800/150000 || Lr: 0.002997 || Task Loss: 0.3765 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:58 || Estimated Time: 8:53:50
2023-07-27 03:13:33,977 semantic_segmentation INFO: Iters: 131810/150000 || Lr: 0.002995 || Task Loss: 0.4020 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:16 || Estimated Time: 8:53:33
2023-07-27 03:13:52,508 semantic_segmentation INFO: Iters: 131820/150000 || Lr: 0.002994 || Task Loss: 0.2901 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:34 || Estimated Time: 8:53:15
2023-07-27 03:14:10,659 semantic_segmentation INFO: Iters: 131830/150000 || Lr: 0.002992 || Task Loss: 0.2707 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:52 || Estimated Time: 8:52:58
2023-07-27 03:14:28,234 semantic_segmentation INFO: Iters: 131840/150000 || Lr: 0.002991 || Task Loss: 0.3464 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:10 || Estimated Time: 8:52:40
2023-07-27 03:14:47,235 semantic_segmentation INFO: Iters: 131850/150000 || Lr: 0.002989 || Task Loss: 0.3287 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:29 || Estimated Time: 8:52:23
2023-07-27 03:15:04,998 semantic_segmentation INFO: Iters: 131860/150000 || Lr: 0.002988 || Task Loss: 0.3261 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:47 || Estimated Time: 8:52:05
2023-07-27 03:15:23,651 semantic_segmentation INFO: Iters: 131870/150000 || Lr: 0.002986 || Task Loss: 0.3058 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:05 || Estimated Time: 8:51:47
2023-07-27 03:15:42,098 semantic_segmentation INFO: Iters: 131880/150000 || Lr: 0.002985 || Task Loss: 0.4015 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:24 || Estimated Time: 8:51:30
2023-07-27 03:16:00,756 semantic_segmentation INFO: Iters: 131890/150000 || Lr: 0.002983 || Task Loss: 0.4249 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:43 || Estimated Time: 8:51:13
2023-07-27 03:16:18,515 semantic_segmentation INFO: Iters: 131900/150000 || Lr: 0.002982 || Task Loss: 0.2742 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:00 || Estimated Time: 8:50:55
2023-07-27 03:16:36,436 semantic_segmentation INFO: Iters: 131910/150000 || Lr: 0.002980 || Task Loss: 0.5293 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:18 || Estimated Time: 8:50:37
2023-07-27 03:16:54,866 semantic_segmentation INFO: Iters: 131920/150000 || Lr: 0.002979 || Task Loss: 0.3596 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:37 || Estimated Time: 8:50:20
2023-07-27 03:17:13,205 semantic_segmentation INFO: Iters: 131930/150000 || Lr: 0.002977 || Task Loss: 0.4974 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:55 || Estimated Time: 8:50:02
2023-07-27 03:17:31,470 semantic_segmentation INFO: Iters: 131940/150000 || Lr: 0.002976 || Task Loss: 0.3560 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:13 || Estimated Time: 8:49:45
2023-07-27 03:17:50,089 semantic_segmentation INFO: Iters: 131950/150000 || Lr: 0.002974 || Task Loss: 0.2777 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:32 || Estimated Time: 8:49:27
2023-07-27 03:18:08,330 semantic_segmentation INFO: Iters: 131960/150000 || Lr: 0.002973 || Task Loss: 0.2484 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:50 || Estimated Time: 8:49:10
2023-07-27 03:18:26,313 semantic_segmentation INFO: Iters: 131970/150000 || Lr: 0.002971 || Task Loss: 0.4648 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:08 || Estimated Time: 8:48:52
2023-07-27 03:18:44,239 semantic_segmentation INFO: Iters: 131980/150000 || Lr: 0.002970 || Task Loss: 0.2388 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:26 || Estimated Time: 8:48:35
2023-07-27 03:19:02,916 semantic_segmentation INFO: Iters: 131990/150000 || Lr: 0.002968 || Task Loss: 0.4088 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:45 || Estimated Time: 8:48:17
2023-07-27 03:19:20,691 semantic_segmentation INFO: Iters: 132000/150000 || Lr: 0.002967 || Task Loss: 0.3406 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:02 || Estimated Time: 8:48:00
2023-07-27 03:19:20,815 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 03:19:21,210 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-27 03:19:21,227 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.134
2023-07-27 03:19:21,251 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.144
2023-07-27 03:19:21,266 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.145
2023-07-27 03:19:21,279 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.217
2023-07-27 03:19:21,292 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.262
2023-07-27 03:19:21,306 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.303
2023-07-27 03:19:21,321 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.308
2023-07-27 03:19:21,333 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.346
2023-07-27 03:19:21,348 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.391
2023-07-27 03:19:21,362 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.394
2023-07-27 03:19:21,378 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.418
2023-07-27 03:19:21,391 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.924, mIoU: 0.411
2023-07-27 03:19:21,405 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.392
2023-07-27 03:19:21,421 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.921, mIoU: 0.382
2023-07-27 03:19:21,434 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.378
2023-07-27 03:19:21,445 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.375
2023-07-27 03:19:21,458 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.374
2023-07-27 03:19:21,473 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.383
2023-07-27 03:19:21,490 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.427
2023-07-27 03:19:21,505 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.428
2023-07-27 03:19:21,521 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.439
2023-07-27 03:19:21,536 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.471
2023-07-27 03:19:21,552 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.472
2023-07-27 03:19:21,568 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.472
2023-07-27 03:19:21,583 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.471
2023-07-27 03:19:21,599 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.472
2023-07-27 03:19:21,611 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.470
2023-07-27 03:19:21,627 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.458
2023-07-27 03:19:21,643 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.459
2023-07-27 03:19:21,658 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.458
2023-07-27 03:19:21,674 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.458
2023-07-27 03:19:21,690 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.468
2023-07-27 03:19:21,705 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.466
2023-07-27 03:19:21,721 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.488
2023-07-27 03:19:21,737 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.488
2023-07-27 03:19:21,750 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.491
2023-07-27 03:19:21,763 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.535
2023-07-27 03:19:21,781 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.530
2023-07-27 03:19:21,795 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.529
2023-07-27 03:19:21,809 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.555
2023-07-27 03:19:21,826 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.555
2023-07-27 03:19:21,841 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.554
2023-07-27 03:19:21,856 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.554
2023-07-27 03:19:21,872 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.557
2023-07-27 03:19:21,889 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.562
2023-07-27 03:19:21,903 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 03:19:21,917 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 03:19:21,932 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.573
2023-07-27 03:19:21,949 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.573
2023-07-27 03:19:21,966 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.571
2023-07-27 03:19:21,983 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.571
2023-07-27 03:19:21,997 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.568
2023-07-27 03:19:22,015 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.569
2023-07-27 03:19:22,032 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.573
2023-07-27 03:19:22,046 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 03:19:22,064 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 03:19:22,083 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.568
2023-07-27 03:19:22,097 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.571
2023-07-27 03:19:22,113 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-27 03:19:22,128 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.618
2023-07-27 03:19:22,144 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-27 03:19:22,158 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.616
2023-07-27 03:19:22,178 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-27 03:19:22,192 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.621
2023-07-27 03:19:22,208 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-27 03:19:22,224 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-27 03:19:22,239 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-27 03:19:22,255 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-27 03:19:22,271 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-27 03:19:22,288 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-27 03:19:22,302 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-27 03:19:22,318 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.685
2023-07-27 03:19:22,334 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-27 03:19:22,350 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-27 03:19:22,366 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-27 03:19:22,381 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.682
2023-07-27 03:19:22,391 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 03:19:22,408 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-27 03:19:22,426 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-27 03:19:22,440 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-27 03:19:22,457 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-27 03:19:22,473 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-27 03:19:22,490 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-27 03:19:22,506 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 03:19:22,523 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 03:19:22,539 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-27 03:19:22,555 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-27 03:19:22,571 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 03:19:22,585 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 03:19:22,601 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 03:19:22,618 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-27 03:19:22,634 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:22,651 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-27 03:19:22,667 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-27 03:19:22,683 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.688
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2023-07-27 03:19:28,749 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-27 03:19:28,918 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-27 03:19:28,984 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 03:19:29,001 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-27 03:19:29,046 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:19:29,061 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 03:19:29,076 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-27 03:19:29,108 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 03:19:29,124 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:19:29,140 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 03:19:29,203 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:19:29,220 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 03:19:29,236 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 03:19:29,250 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 03:19:29,267 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 03:19:29,283 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 03:19:29,297 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 03:19:29,313 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 03:19:29,326 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:19:29,343 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:19:29,357 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:19:29,369 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:19:29,382 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:19:29,398 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:29,414 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:29,430 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,446 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,455 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,470 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,486 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,502 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,518 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,534 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:29,547 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-27 03:19:29,578 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:29,594 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 03:19:29,624 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:29,639 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:29,655 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:29,670 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:29,687 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:29,701 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:29,717 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:29,734 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:29,751 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:29,765 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:29,782 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:19:29,798 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:29,812 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:19:29,828 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 03:19:29,860 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:29,875 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 03:19:29,921 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:19:29,939 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 03:19:30,090 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,104 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,118 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,135 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,151 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,168 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,183 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,199 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:19:30,213 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:19:30,228 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:19:30,245 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:30,259 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:19:30,274 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:30,290 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:19:30,305 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:30,320 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:30,336 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:30,348 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,363 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,379 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,395 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:19:30,411 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:30,427 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:19:30,440 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:30,456 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:30,472 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:30,488 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 03:19:30,517 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:30,533 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:19:30,549 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 03:19:30,581 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 03:19:30,597 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 03:19:30,674 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 03:19:30,690 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 03:19:30,705 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,719 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,735 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,749 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,764 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,780 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,796 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,812 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,828 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:19:30,845 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 03:19:30,860 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 03:19:30,875 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 03:19:30,891 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-27 03:19:30,943 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 03:19:30,959 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 03:19:30,970 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 03:19:30,985 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 03:19:31,001 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 03:19:31,015 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 03:19:31,045 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 03:19:31,125 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 03:19:31,756 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 03:19:31,770 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 03:19:31,785 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 03:19:31,800 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 03:19:31,817 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 03:19:31,829 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 03:19:31,844 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 03:19:31,858 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,870 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,886 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,902 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,918 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,933 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:31,949 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:31,964 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:31,978 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:31,994 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,010 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,028 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,045 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,061 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 03:19:32,078 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 03:19:32,092 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 03:19:32,106 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 03:19:32,120 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,136 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,153 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,167 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,180 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,196 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,211 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,227 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,243 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 03:19:32,259 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,273 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,289 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,303 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,318 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,333 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,348 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,365 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,378 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,395 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,411 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,424 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,438 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,455 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,472 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:32,489 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:32,505 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:32,518 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,532 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,547 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,561 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:32,577 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:32,595 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,609 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,625 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,639 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,655 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,672 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:32,686 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,700 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,716 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,732 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,746 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,762 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,778 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,793 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,806 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,822 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,839 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,856 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,870 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,885 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,899 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,916 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,929 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,943 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,959 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:32,974 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:32,988 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:33,004 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:33,020 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,037 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,053 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,068 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,082 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,098 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,112 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,126 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,141 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,158 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:33,172 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:33,186 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:33,202 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:33,219 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 03:19:33,235 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,251 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,265 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,279 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,294 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,310 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,326 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 03:19:33,341 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 03:19:33,354 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 03:19:33,367 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,379 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,395 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,411 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 03:19:33,425 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,440 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 03:19:33,451 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,465 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,481 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 03:19:33,497 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,511 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,527 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,540 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,557 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,571 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,587 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,600 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:33,616 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:33,632 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:33,646 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,662 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,678 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,693 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,709 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,725 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,740 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,756 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,770 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:33,786 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,801 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,815 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,828 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,841 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,858 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,873 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,891 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,908 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,920 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,936 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:33,953 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,970 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:33,984 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,001 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,016 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,031 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,046 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,063 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,078 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 03:19:34,092 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,104 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,122 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:34,138 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:34,154 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:34,167 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 03:19:34,183 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,198 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,214 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,230 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,243 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,259 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,272 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,288 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,303 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,317 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,334 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,347 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,363 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,379 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,395 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,410 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,425 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,441 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,456 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,472 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,488 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,505 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,521 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,531 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,547 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,561 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,577 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,593 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,610 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,624 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:34,640 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:34,656 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,671 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,688 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,704 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:34,718 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,734 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,749 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,765 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,778 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,793 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,809 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,825 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 03:19:34,838 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,853 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 03:19:34,869 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:34,882 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:34,897 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:34,913 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:34,927 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:34,942 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:34,956 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:34,971 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:34,986 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:35,002 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:35,017 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,034 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,049 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,063 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,077 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:35,093 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,107 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,121 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,137 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,153 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,169 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,186 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,200 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,213 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,230 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,245 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,259 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,274 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,288 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,305 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,320 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,337 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,353 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,369 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 03:19:35,379 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,396 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,412 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,427 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,442 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,458 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,474 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,488 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,504 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,520 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 03:19:35,536 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,551 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,567 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 03:19:35,584 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,600 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,613 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,628 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 03:19:35,644 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,658 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,672 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 03:19:35,687 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,703 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,718 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,725 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,739 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,753 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,766 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 03:19:35,778 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,794 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,809 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,825 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,837 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,850 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 03:19:35,865 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,876 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,893 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:35,906 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:35,923 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,939 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,955 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,971 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,983 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:35,997 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,014 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,030 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,046 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,062 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,076 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,087 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,099 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,113 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,124 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,140 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,153 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:36,169 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,185 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,201 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,215 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,231 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:36,246 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:36,261 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,277 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,292 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,307 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,323 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,340 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,354 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,368 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,384 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,397 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,414 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,428 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,444 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,461 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,480 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,496 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,510 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:36,526 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:36,542 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 03:19:36,557 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 03:19:36,573 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 03:19:36,586 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 03:19:36,600 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 03:19:36,615 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 03:19:36,630 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 03:19:36,646 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 03:19:36,661 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 03:19:36,677 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 03:19:36,693 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 03:19:36,708 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:36,723 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:36,736 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:36,752 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:36,763 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 03:19:36,777 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:36,792 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 03:19:36,804 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,820 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,836 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 03:19:36,851 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:36,868 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:36,884 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,900 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 03:19:36,916 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,929 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,945 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,959 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:36,975 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:36,991 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,005 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,020 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,035 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,050 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,066 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,082 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,098 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,114 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,127 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,141 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,157 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,171 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,185 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,202 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,217 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,233 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,247 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,261 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,277 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,293 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,309 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,323 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,337 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 03:19:37,352 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,368 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,384 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,400 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,415 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,431 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,446 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,462 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,478 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 03:19:37,493 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,508 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 03:19:37,524 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,538 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,554 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,569 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,586 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,599 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 03:19:37,614 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,630 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,647 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,660 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,676 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 03:19:37,692 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 03:19:40,595 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 03:19:41,936 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 03:19:42,144 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 03:19:42,237 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:19:42,253 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 03:19:42,346 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-27 03:19:42,378 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 03:19:42,544 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 03:19:43,135 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 03:19:43,180 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 03:19:43,195 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 03:19:43,212 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 03:19:43,226 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 03:19:43,240 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 03:19:43,256 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 03:19:43,274 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 03:20:00,725 semantic_segmentation INFO: Iters: 132010/150000 || Lr: 0.002965 || Task Loss: 0.3276 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:43 || Estimated Time: 8:47:45
2023-07-27 03:20:18,958 semantic_segmentation INFO: Iters: 132020/150000 || Lr: 0.002964 || Task Loss: 0.3821 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:33:01 || Estimated Time: 8:47:28
2023-07-27 03:20:37,113 semantic_segmentation INFO: Iters: 132030/150000 || Lr: 0.002963 || Task Loss: 0.3611 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:33:19 || Estimated Time: 8:47:10
2023-07-27 03:20:54,864 semantic_segmentation INFO: Iters: 132040/150000 || Lr: 0.002961 || Task Loss: 0.2282 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:33:37 || Estimated Time: 8:46:53
2023-07-27 03:21:13,097 semantic_segmentation INFO: Iters: 132050/150000 || Lr: 0.002960 || Task Loss: 0.3423 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:33:55 || Estimated Time: 8:46:35
2023-07-27 03:21:31,081 semantic_segmentation INFO: Iters: 132060/150000 || Lr: 0.002958 || Task Loss: 0.5125 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:34:13 || Estimated Time: 8:46:18
2023-07-27 03:21:49,526 semantic_segmentation INFO: Iters: 132070/150000 || Lr: 0.002957 || Task Loss: 0.3697 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:34:31 || Estimated Time: 8:46:00
2023-07-27 03:22:07,719 semantic_segmentation INFO: Iters: 132080/150000 || Lr: 0.002955 || Task Loss: 0.3264 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:34:50 || Estimated Time: 8:45:43
2023-07-27 03:22:25,608 semantic_segmentation INFO: Iters: 132090/150000 || Lr: 0.002954 || Task Loss: 0.3081 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:07 || Estimated Time: 8:45:25
2023-07-27 03:22:44,118 semantic_segmentation INFO: Iters: 132100/150000 || Lr: 0.002952 || Task Loss: 0.4286 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:26 || Estimated Time: 8:45:08
2023-07-27 03:23:02,192 semantic_segmentation INFO: Iters: 132110/150000 || Lr: 0.002951 || Task Loss: 0.3761 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:44 || Estimated Time: 8:44:50
2023-07-27 03:23:20,619 semantic_segmentation INFO: Iters: 132120/150000 || Lr: 0.002949 || Task Loss: 0.3828 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:02 || Estimated Time: 8:44:33
2023-07-27 03:23:38,571 semantic_segmentation INFO: Iters: 132130/150000 || Lr: 0.002948 || Task Loss: 0.4220 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:20 || Estimated Time: 8:44:15
2023-07-27 03:23:57,135 semantic_segmentation INFO: Iters: 132140/150000 || Lr: 0.002946 || Task Loss: 0.3723 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:39 || Estimated Time: 8:43:57
2023-07-27 03:24:15,009 semantic_segmentation INFO: Iters: 132150/150000 || Lr: 0.002945 || Task Loss: 0.2895 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:57 || Estimated Time: 8:43:40
2023-07-27 03:24:33,260 semantic_segmentation INFO: Iters: 132160/150000 || Lr: 0.002943 || Task Loss: 0.3159 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:15 || Estimated Time: 8:43:22
2023-07-27 03:24:51,615 semantic_segmentation INFO: Iters: 132170/150000 || Lr: 0.002942 || Task Loss: 0.3302 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:33 || Estimated Time: 8:43:05
2023-07-27 03:25:09,938 semantic_segmentation INFO: Iters: 132180/150000 || Lr: 0.002940 || Task Loss: 0.2274 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:52 || Estimated Time: 8:42:47
2023-07-27 03:25:28,111 semantic_segmentation INFO: Iters: 132190/150000 || Lr: 0.002939 || Task Loss: 0.3314 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:10 || Estimated Time: 8:42:30
2023-07-27 03:25:46,033 semantic_segmentation INFO: Iters: 132200/150000 || Lr: 0.002937 || Task Loss: 0.2825 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:28 || Estimated Time: 8:42:12
2023-07-27 03:26:04,354 semantic_segmentation INFO: Iters: 132210/150000 || Lr: 0.002936 || Task Loss: 0.2479 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:46 || Estimated Time: 8:41:55
2023-07-27 03:26:23,021 semantic_segmentation INFO: Iters: 132220/150000 || Lr: 0.002934 || Task Loss: 0.3674 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:05 || Estimated Time: 8:41:37
2023-07-27 03:26:41,012 semantic_segmentation INFO: Iters: 132230/150000 || Lr: 0.002933 || Task Loss: 0.3598 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:23 || Estimated Time: 8:41:20
2023-07-27 03:26:59,052 semantic_segmentation INFO: Iters: 132240/150000 || Lr: 0.002931 || Task Loss: 0.3621 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:41 || Estimated Time: 8:41:02
2023-07-27 03:27:17,451 semantic_segmentation INFO: Iters: 132250/150000 || Lr: 0.002930 || Task Loss: 0.3166 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:59 || Estimated Time: 8:40:45
2023-07-27 03:27:35,997 semantic_segmentation INFO: Iters: 132260/150000 || Lr: 0.002928 || Task Loss: 0.3085 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:18 || Estimated Time: 8:40:27
2023-07-27 03:27:53,931 semantic_segmentation INFO: Iters: 132270/150000 || Lr: 0.002927 || Task Loss: 0.2415 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:36 || Estimated Time: 8:40:10
2023-07-27 03:28:11,995 semantic_segmentation INFO: Iters: 132280/150000 || Lr: 0.002925 || Task Loss: 0.2771 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:54 || Estimated Time: 8:39:52
2023-07-27 03:28:30,432 semantic_segmentation INFO: Iters: 132290/150000 || Lr: 0.002924 || Task Loss: 0.2502 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:12 || Estimated Time: 8:39:35
2023-07-27 03:28:48,660 semantic_segmentation INFO: Iters: 132300/150000 || Lr: 0.002922 || Task Loss: 0.3931 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:30 || Estimated Time: 8:39:17
2023-07-27 03:29:06,776 semantic_segmentation INFO: Iters: 132310/150000 || Lr: 0.002921 || Task Loss: 0.3317 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:49 || Estimated Time: 8:39:00
2023-07-27 03:29:25,015 semantic_segmentation INFO: Iters: 132320/150000 || Lr: 0.002919 || Task Loss: 0.3800 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:07 || Estimated Time: 8:38:42
2023-07-27 03:29:42,780 semantic_segmentation INFO: Iters: 132330/150000 || Lr: 0.002918 || Task Loss: 0.2806 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:25 || Estimated Time: 8:38:25
2023-07-27 03:30:01,394 semantic_segmentation INFO: Iters: 132340/150000 || Lr: 0.002916 || Task Loss: 0.3716 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:43 || Estimated Time: 8:38:07
2023-07-27 03:30:19,579 semantic_segmentation INFO: Iters: 132350/150000 || Lr: 0.002915 || Task Loss: 0.4741 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:01 || Estimated Time: 8:37:50
2023-07-27 03:30:37,882 semantic_segmentation INFO: Iters: 132360/150000 || Lr: 0.002914 || Task Loss: 0.4975 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:20 || Estimated Time: 8:37:32
2023-07-27 03:30:56,459 semantic_segmentation INFO: Iters: 132370/150000 || Lr: 0.002912 || Task Loss: 0.3352 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:38 || Estimated Time: 8:37:15
2023-07-27 03:31:14,258 semantic_segmentation INFO: Iters: 132380/150000 || Lr: 0.002911 || Task Loss: 0.3233 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:56 || Estimated Time: 8:36:57
2023-07-27 03:31:32,117 semantic_segmentation INFO: Iters: 132390/150000 || Lr: 0.002909 || Task Loss: 0.5144 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:14 || Estimated Time: 8:36:39
2023-07-27 03:31:50,189 semantic_segmentation INFO: Iters: 132400/150000 || Lr: 0.002908 || Task Loss: 0.3332 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:32 || Estimated Time: 8:36:22
2023-07-27 03:32:08,540 semantic_segmentation INFO: Iters: 132410/150000 || Lr: 0.002906 || Task Loss: 0.2413 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:50 || Estimated Time: 8:36:04
2023-07-27 03:32:26,986 semantic_segmentation INFO: Iters: 132420/150000 || Lr: 0.002905 || Task Loss: 0.2718 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:09 || Estimated Time: 8:35:47
2023-07-27 03:32:44,962 semantic_segmentation INFO: Iters: 132430/150000 || Lr: 0.002903 || Task Loss: 0.3692 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:27 || Estimated Time: 8:35:29
2023-07-27 03:33:03,202 semantic_segmentation INFO: Iters: 132440/150000 || Lr: 0.002902 || Task Loss: 0.2936 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:45 || Estimated Time: 8:35:12
2023-07-27 03:33:20,976 semantic_segmentation INFO: Iters: 132450/150000 || Lr: 0.002900 || Task Loss: 0.3713 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:03 || Estimated Time: 8:34:54
2023-07-27 03:33:38,939 semantic_segmentation INFO: Iters: 132460/150000 || Lr: 0.002899 || Task Loss: 0.3004 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:21 || Estimated Time: 8:34:37
2023-07-27 03:33:57,558 semantic_segmentation INFO: Iters: 132470/150000 || Lr: 0.002897 || Task Loss: 0.2221 || KD Loss: 0.0271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:39 || Estimated Time: 8:34:19
2023-07-27 03:34:15,695 semantic_segmentation INFO: Iters: 132480/150000 || Lr: 0.002896 || Task Loss: 0.4048 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:57 || Estimated Time: 8:34:02
2023-07-27 03:34:33,773 semantic_segmentation INFO: Iters: 132490/150000 || Lr: 0.002894 || Task Loss: 0.4464 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:16 || Estimated Time: 8:33:44
2023-07-27 03:34:51,826 semantic_segmentation INFO: Iters: 132500/150000 || Lr: 0.002893 || Task Loss: 0.3567 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:34 || Estimated Time: 8:33:27
2023-07-27 03:35:10,335 semantic_segmentation INFO: Iters: 132510/150000 || Lr: 0.002891 || Task Loss: 0.3693 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:52 || Estimated Time: 8:33:09
2023-07-27 03:35:28,543 semantic_segmentation INFO: Iters: 132520/150000 || Lr: 0.002890 || Task Loss: 0.4670 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:10 || Estimated Time: 8:32:52
2023-07-27 03:35:46,283 semantic_segmentation INFO: Iters: 132530/150000 || Lr: 0.002888 || Task Loss: 0.3360 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:28 || Estimated Time: 8:32:34
2023-07-27 03:36:04,318 semantic_segmentation INFO: Iters: 132540/150000 || Lr: 0.002887 || Task Loss: 0.4217 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:46 || Estimated Time: 8:32:16
2023-07-27 03:36:22,866 semantic_segmentation INFO: Iters: 132550/150000 || Lr: 0.002885 || Task Loss: 0.3108 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:05 || Estimated Time: 8:31:59
2023-07-27 03:36:41,262 semantic_segmentation INFO: Iters: 132560/150000 || Lr: 0.002884 || Task Loss: 0.3218 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:23 || Estimated Time: 8:31:41
2023-07-27 03:36:59,395 semantic_segmentation INFO: Iters: 132570/150000 || Lr: 0.002882 || Task Loss: 0.3087 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:41 || Estimated Time: 8:31:24
2023-07-27 03:37:17,328 semantic_segmentation INFO: Iters: 132580/150000 || Lr: 0.002881 || Task Loss: 0.3297 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1474|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:59 || Estimated Time: 8:31:06
2023-07-27 03:37:36,101 semantic_segmentation INFO: Iters: 132590/150000 || Lr: 0.002879 || Task Loss: 0.4288 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:18 || Estimated Time: 8:30:49
2023-07-27 03:37:53,980 semantic_segmentation INFO: Iters: 132600/150000 || Lr: 0.002878 || Task Loss: 0.3188 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:36 || Estimated Time: 8:30:31
2023-07-27 03:38:12,380 semantic_segmentation INFO: Iters: 132610/150000 || Lr: 0.002876 || Task Loss: 0.6764 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:54 || Estimated Time: 8:30:14
2023-07-27 03:38:31,037 semantic_segmentation INFO: Iters: 132620/150000 || Lr: 0.002875 || Task Loss: 0.2949 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:13 || Estimated Time: 8:29:56
2023-07-27 03:38:49,103 semantic_segmentation INFO: Iters: 132630/150000 || Lr: 0.002873 || Task Loss: 0.3965 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:31 || Estimated Time: 8:29:39
2023-07-27 03:39:06,949 semantic_segmentation INFO: Iters: 132640/150000 || Lr: 0.002872 || Task Loss: 0.2675 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:49 || Estimated Time: 8:29:21
2023-07-27 03:39:24,924 semantic_segmentation INFO: Iters: 132650/150000 || Lr: 0.002870 || Task Loss: 0.3353 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:07 || Estimated Time: 8:29:04
2023-07-27 03:39:42,942 semantic_segmentation INFO: Iters: 132660/150000 || Lr: 0.002869 || Task Loss: 0.2506 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:25 || Estimated Time: 8:28:46
2023-07-27 03:40:01,051 semantic_segmentation INFO: Iters: 132670/150000 || Lr: 0.002867 || Task Loss: 0.4459 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:43 || Estimated Time: 8:28:29
2023-07-27 03:40:19,640 semantic_segmentation INFO: Iters: 132680/150000 || Lr: 0.002866 || Task Loss: 0.3293 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:01 || Estimated Time: 8:28:11
2023-07-27 03:40:38,118 semantic_segmentation INFO: Iters: 132690/150000 || Lr: 0.002864 || Task Loss: 0.4187 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:20 || Estimated Time: 8:27:54
2023-07-27 03:40:56,356 semantic_segmentation INFO: Iters: 132700/150000 || Lr: 0.002863 || Task Loss: 0.3184 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:38 || Estimated Time: 8:27:36
2023-07-27 03:41:14,498 semantic_segmentation INFO: Iters: 132710/150000 || Lr: 0.002861 || Task Loss: 0.2983 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:56 || Estimated Time: 8:27:19
2023-07-27 03:41:32,421 semantic_segmentation INFO: Iters: 132720/150000 || Lr: 0.002860 || Task Loss: 0.3296 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:14 || Estimated Time: 8:27:01
2023-07-27 03:41:50,892 semantic_segmentation INFO: Iters: 132730/150000 || Lr: 0.002858 || Task Loss: 0.3566 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:33 || Estimated Time: 8:26:44
2023-07-27 03:42:08,942 semantic_segmentation INFO: Iters: 132740/150000 || Lr: 0.002857 || Task Loss: 0.3398 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:51 || Estimated Time: 8:26:26
2023-07-27 03:42:26,880 semantic_segmentation INFO: Iters: 132750/150000 || Lr: 0.002855 || Task Loss: 0.2900 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:09 || Estimated Time: 8:26:08
2023-07-27 03:42:44,942 semantic_segmentation INFO: Iters: 132760/150000 || Lr: 0.002854 || Task Loss: 0.3742 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:27 || Estimated Time: 8:25:51
2023-07-27 03:43:03,136 semantic_segmentation INFO: Iters: 132770/150000 || Lr: 0.002853 || Task Loss: 0.3673 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:45 || Estimated Time: 8:25:33
2023-07-27 03:43:21,386 semantic_segmentation INFO: Iters: 132780/150000 || Lr: 0.002851 || Task Loss: 0.3534 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:56:03 || Estimated Time: 8:25:16
2023-07-27 03:43:39,992 semantic_segmentation INFO: Iters: 132790/150000 || Lr: 0.002850 || Task Loss: 0.3481 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:56:22 || Estimated Time: 8:24:58
2023-07-27 03:43:57,812 semantic_segmentation INFO: Iters: 132800/150000 || Lr: 0.002848 || Task Loss: 0.5026 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:56:40 || Estimated Time: 8:24:41
2023-07-27 03:43:57,944 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 03:43:58,327 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.090
2023-07-27 03:43:58,348 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-27 03:43:58,362 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.140
2023-07-27 03:43:58,378 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.141
2023-07-27 03:43:58,393 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.213
2023-07-27 03:43:58,407 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.259
2023-07-27 03:43:58,423 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.298
2023-07-27 03:43:58,439 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.303
2023-07-27 03:43:58,453 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.343
2023-07-27 03:43:58,468 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.388
2023-07-27 03:43:58,485 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.391
2023-07-27 03:43:58,502 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.412
2023-07-27 03:43:58,517 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.405
2023-07-27 03:43:58,533 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.394
2023-07-27 03:43:58,549 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.386
2023-07-27 03:43:58,563 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.920, mIoU: 0.382
2023-07-27 03:43:58,575 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.378
2023-07-27 03:43:58,589 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.373
2023-07-27 03:43:58,606 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.383
2023-07-27 03:43:58,625 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.422
2023-07-27 03:43:58,643 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.916, mIoU: 0.423
2023-07-27 03:43:58,660 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.434
2023-07-27 03:43:58,677 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.469
2023-07-27 03:43:58,695 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.470
2023-07-27 03:43:58,713 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.468
2023-07-27 03:43:58,728 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.468
2023-07-27 03:43:58,745 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.469
2023-07-27 03:43:58,758 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.468
2023-07-27 03:43:58,775 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.454
2023-07-27 03:43:58,791 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.455
2023-07-27 03:43:58,807 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.455
2023-07-27 03:43:58,824 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.453
2023-07-27 03:43:58,840 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.463
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2023-07-27 03:43:58,873 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.485
2023-07-27 03:43:58,889 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.485
2023-07-27 03:43:58,904 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.488
2023-07-27 03:43:58,917 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.532
2023-07-27 03:43:58,935 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.521
2023-07-27 03:43:58,949 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.520
2023-07-27 03:43:58,963 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.546
2023-07-27 03:43:58,979 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-27 03:43:58,995 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.545
2023-07-27 03:43:59,010 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.545
2023-07-27 03:43:59,027 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.550
2023-07-27 03:43:59,044 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.555
2023-07-27 03:43:59,059 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.561
2023-07-27 03:43:59,074 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.562
2023-07-27 03:43:59,090 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-27 03:43:59,108 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.562
2023-07-27 03:43:59,125 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.561
2023-07-27 03:43:59,142 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.561
2023-07-27 03:43:59,157 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.558
2023-07-27 03:43:59,175 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-27 03:43:59,191 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 03:43:59,206 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.562
2023-07-27 03:43:59,223 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-27 03:43:59,241 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.558
2023-07-27 03:43:59,255 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-27 03:43:59,272 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.609
2023-07-27 03:43:59,286 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-27 03:43:59,303 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.609
2023-07-27 03:43:59,317 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-27 03:43:59,336 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-27 03:43:59,350 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-27 03:43:59,366 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-27 03:43:59,382 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-27 03:43:59,397 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-27 03:43:59,414 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-27 03:43:59,431 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-27 03:43:59,449 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 03:43:59,464 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-27 03:43:59,481 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-27 03:43:59,498 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-27 03:43:59,514 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.671
2023-07-27 03:43:59,532 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-27 03:43:59,548 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-27 03:43:59,559 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-27 03:43:59,576 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-27 03:43:59,594 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 03:43:59,609 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.657
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2023-07-27 03:43:59,641 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-27 03:43:59,658 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-27 03:43:59,674 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-27 03:43:59,691 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-27 03:43:59,707 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-27 03:43:59,723 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-27 03:43:59,738 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-27 03:43:59,768 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 03:43:59,785 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 03:43:59,800 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 03:43:59,817 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:43:59,834 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-27 03:43:59,851 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-27 03:43:59,865 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:43:59,880 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:43:59,897 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:43:59,911 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:43:59,928 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:43:59,944 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 03:43:59,959 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 03:43:59,975 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:43:59,992 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 03:44:00,006 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 03:44:00,022 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:00,038 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-27 03:44:00,093 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 03:44:00,184 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 03:44:00,199 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 03:44:00,214 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-27 03:44:00,230 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 03:44:00,245 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-27 03:44:00,259 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 03:44:00,276 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 03:44:00,293 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-27 03:44:00,314 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 03:44:00,331 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 03:44:00,341 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 03:44:00,355 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 03:44:00,371 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 03:44:00,387 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 03:44:00,401 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 03:44:00,418 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-27 03:44:00,432 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 03:44:00,446 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 03:44:00,463 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 03:44:00,477 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 03:44:00,494 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 03:44:00,510 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 03:44:00,526 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-27 03:44:00,625 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 03:44:00,641 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 03:44:00,652 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 03:44:00,669 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-27 03:44:00,731 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-27 03:44:00,810 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:00,827 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:00,844 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-27 03:44:00,891 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-27 03:44:00,918 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 03:44:00,932 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-27 03:44:00,963 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 03:44:00,979 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 03:44:00,996 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 03:44:01,076 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-27 03:44:01,121 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-27 03:44:01,198 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 03:44:01,215 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-27 03:44:01,449 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-27 03:44:01,483 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-27 03:44:01,516 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 03:44:01,533 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-27 03:44:01,914 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 03:44:01,931 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.917, mIoU: 0.638
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2023-07-27 03:44:02,050 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-27 03:44:02,083 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.915, mIoU: 0.629
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2023-07-27 03:44:02,115 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-27 03:44:02,148 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-27 03:44:02,181 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-27 03:44:02,246 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.910, mIoU: 0.633
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2023-07-27 03:44:03,485 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-27 03:44:03,863 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 03:44:03,892 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 03:44:03,911 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-27 03:44:03,927 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 03:44:03,970 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-27 03:44:03,987 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-27 03:44:04,802 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-27 03:44:04,835 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.911, mIoU: 0.618
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2023-07-27 03:44:04,975 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:04,991 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,007 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.911, mIoU: 0.622
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2023-07-27 03:44:05,082 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-27 03:44:05,129 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-27 03:44:05,161 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,178 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,194 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 03:44:05,211 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 03:44:05,226 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 03:44:05,242 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 03:44:05,256 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 03:44:05,270 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-27 03:44:05,288 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-27 03:44:05,305 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,321 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,337 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,351 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,367 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,381 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,393 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,408 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-27 03:44:05,423 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-27 03:44:05,439 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-27 03:44:05,455 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,471 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,488 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,503 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,512 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,523 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-27 03:44:05,537 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,551 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,568 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-27 03:44:05,581 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-27 03:44:05,598 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 03:44:05,615 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-27 03:44:05,631 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,647 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,663 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,677 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-27 03:44:05,693 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-27 03:44:05,710 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-27 03:44:05,724 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-27 03:44:05,741 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-27 03:44:05,753 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 03:44:05,769 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 03:44:05,784 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 03:44:05,800 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-27 03:44:05,832 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-27 03:44:05,844 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-27 03:44:05,858 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-27 03:44:05,873 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-27 03:44:05,889 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-27 03:44:05,903 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-27 03:44:05,917 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 03:44:05,931 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 03:44:05,947 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 03:44:05,964 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 03:44:05,979 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 03:44:05,989 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-27 03:44:06,022 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 03:44:06,036 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 03:44:06,052 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 03:44:06,068 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 03:44:06,082 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 03:44:06,098 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,113 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,130 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 03:44:06,147 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 03:44:06,180 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,194 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,208 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,224 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-27 03:44:06,240 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 03:44:06,255 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-27 03:44:06,287 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 03:44:06,303 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-27 03:44:06,318 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 03:44:06,332 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 03:44:06,347 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 03:44:06,380 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 03:44:06,396 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 03:44:06,413 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-27 03:44:06,444 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 03:44:06,460 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 03:44:06,475 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-27 03:44:06,491 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-27 03:44:06,504 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-27 03:44:06,521 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-27 03:44:06,535 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-27 03:44:06,548 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 03:44:06,562 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 03:44:06,578 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 03:44:06,594 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-27 03:44:06,610 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 03:44:06,626 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,635 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,651 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,668 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,685 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,700 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,716 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,730 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,744 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,760 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-27 03:44:06,792 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,806 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,820 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,836 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,852 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-27 03:44:06,869 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,883 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 03:44:06,898 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,914 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,931 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,945 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:06,961 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:06,978 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:06,992 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:07,009 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:07,025 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:07,042 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-27 03:44:07,058 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 03:44:07,073 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 03:44:07,090 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 03:44:07,106 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 03:44:07,124 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-27 03:44:07,134 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 03:44:07,150 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-27 03:44:07,167 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-27 03:44:07,197 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:07,211 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:07,227 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-27 03:44:07,243 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 03:44:07,260 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-27 03:44:07,287 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.915, mIoU: 0.650
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2023-07-27 03:44:07,382 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-27 03:44:07,397 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-27 03:44:07,773 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 03:44:07,993 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-27 03:44:08,041 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,056 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,072 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 03:44:08,087 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 03:44:08,103 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-27 03:44:08,122 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 03:44:08,138 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 03:44:08,154 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-27 03:44:08,164 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 03:44:08,178 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,194 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,208 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 03:44:08,223 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-27 03:44:08,238 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,252 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,268 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-27 03:44:08,285 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:08,303 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:08,320 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,334 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,349 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,363 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,378 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,394 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,411 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,427 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 03:44:08,443 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 03:44:08,459 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,473 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,489 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,505 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-27 03:44:08,519 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,533 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,548 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,564 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,580 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,594 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,609 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 03:44:08,627 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 03:44:08,644 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 03:44:08,658 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 03:44:08,673 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 03:44:08,682 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 03:44:08,699 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 03:44:08,716 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 03:44:08,732 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 03:44:08,749 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,766 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,783 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,800 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,817 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,830 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,846 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,861 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,876 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:08,892 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:08,906 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:08,920 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:08,934 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:08,949 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:08,963 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:08,976 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:08,990 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:09,004 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:44:09,020 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,032 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,047 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,061 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,073 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,089 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:09,105 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:09,121 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:09,137 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,152 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,168 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,181 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,197 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,213 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,230 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,247 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,264 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,280 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,294 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:09,308 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:09,322 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:09,339 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:09,357 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:09,371 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:09,385 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:09,401 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,417 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,433 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,449 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,466 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,480 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,496 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,511 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,526 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,542 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,557 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,575 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:09,590 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,606 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,623 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,637 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 03:44:09,651 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 03:44:09,667 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 03:44:09,684 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,700 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:09,716 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 03:44:09,729 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 03:44:09,743 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 03:44:09,758 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 03:44:09,772 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 03:44:09,788 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,805 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,819 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,835 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,849 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,866 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:09,882 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:09,896 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:09,911 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,927 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,944 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,958 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:09,974 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:09,991 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:10,005 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:10,019 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:10,036 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,052 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,070 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,084 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,099 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,113 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,129 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,143 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,157 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,173 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,188 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,202 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,218 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,235 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,251 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,268 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,282 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,295 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,310 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,325 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,338 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,352 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,369 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,383 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,397 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,412 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:10,428 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,444 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,461 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,475 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,489 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,505 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,521 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,537 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,553 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,567 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:10,580 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,592 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,609 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,625 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,640 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,655 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:10,666 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,680 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:10,695 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,711 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:10,724 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:10,740 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,754 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,770 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,784 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,799 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,813 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,829 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,845 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:10,860 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,877 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,893 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,910 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,926 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,943 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:10,959 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,975 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:10,991 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:11,007 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:11,023 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,037 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,051 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,065 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,083 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,097 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:11,115 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,131 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,143 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,159 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:11,176 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,192 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,206 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,222 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,238 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,251 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,266 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,283 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,298 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,312 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,325 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,343 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:11,359 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:11,375 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:11,388 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:11,404 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:11,420 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:11,436 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:11,452 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:11,466 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:11,482 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:11,496 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 03:44:11,512 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,527 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,541 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,557 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,572 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,587 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,603 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,619 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,634 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,650 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,665 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,680 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,696 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,711 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,728 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,743 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,753 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,768 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,782 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,797 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,813 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,831 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,845 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,860 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,876 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,891 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,907 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,924 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,937 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:11,953 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,969 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,985 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:11,998 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,014 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,030 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,046 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 03:44:12,060 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 03:44:12,076 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 03:44:12,091 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:12,105 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:12,120 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,135 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,149 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,164 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,178 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,193 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:12,209 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:12,224 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:12,240 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,256 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,272 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,285 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,299 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,315 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 03:44:12,329 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,342 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:12,358 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:12,374 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,390 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,406 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,420 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,434 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,450 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,467 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,481 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,496 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,510 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,527 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,542 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,559 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,575 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:12,590 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:12,600 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,617 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,633 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,647 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,663 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,678 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,694 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,708 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:12,723 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,739 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 03:44:12,756 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 03:44:12,771 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,788 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,805 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,822 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,836 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,852 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,868 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,882 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 03:44:12,896 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,913 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,930 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,946 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,954 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,968 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,982 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:12,996 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:13,008 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:13,025 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:13,041 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 03:44:13,057 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:13,070 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:13,084 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:13,101 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:13,112 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:13,129 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:13,143 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,158 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,174 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,189 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,205 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,217 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,230 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,246 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,261 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,277 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,292 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,305 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,316 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,327 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,341 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,353 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,369 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,383 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,400 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,417 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,433 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,448 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:13,465 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,481 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,497 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,513 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,528 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,543 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,559 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,575 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:13,589 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 03:44:13,602 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,618 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,631 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,647 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,660 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,676 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,692 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,710 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,727 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,742 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,758 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,774 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,790 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,806 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,820 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,834 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,850 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 03:44:13,866 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 03:44:13,883 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 03:44:13,899 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,915 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,931 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 03:44:13,947 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,962 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,976 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:13,991 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 03:44:14,002 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 03:44:14,016 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:14,031 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 03:44:14,044 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:14,059 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 03:44:14,074 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 03:44:14,090 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,106 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,122 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,137 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,154 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,167 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,184 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,197 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,214 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,230 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,244 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,259 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,273 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,289 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,305 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 03:44:14,322 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,338 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,353 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,368 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,382 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:14,397 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 03:44:14,411 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,425 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,441 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,457 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,472 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,486 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,500 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,516 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,532 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,548 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,562 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,576 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,592 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,608 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,624 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,640 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,656 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,673 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,688 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,704 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,721 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 03:44:14,737 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:14,752 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:14,768 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,782 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,798 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,813 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:14,829 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 03:44:14,842 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 03:44:14,858 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:14,873 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,890 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,904 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,919 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,935 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,950 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,967 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:14,983 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,000 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,015 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,032 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,050 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,064 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,080 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,094 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,103 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,119 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,136 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,150 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,166 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,182 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,196 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,210 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,226 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,242 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,259 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,277 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,292 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,310 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,326 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,340 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,356 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,372 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,388 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,401 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,415 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,431 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,447 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,463 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,479 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:15,493 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,510 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,525 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,539 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,556 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,572 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,588 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,604 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,618 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,633 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,649 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,666 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,681 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:15,695 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 03:44:15,725 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,739 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 03:44:15,783 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,799 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:15,815 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,827 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,841 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,858 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,875 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:15,889 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 03:44:15,922 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 03:44:15,967 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 03:44:15,999 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:16,014 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:16,028 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 03:44:16,151 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:16,165 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 03:44:16,181 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 03:44:16,315 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 03:44:16,468 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-27 03:44:16,758 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:44:16,773 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.919, mIoU: 0.664
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2023-07-27 03:44:16,803 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:16,821 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 03:44:16,866 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:16,882 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:44:16,894 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:16,909 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:16,926 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:16,943 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 03:44:16,958 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 03:44:16,971 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:44:16,987 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 03:44:17,003 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,018 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,032 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,048 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,061 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,074 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,090 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,105 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,120 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,136 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,152 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,166 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,181 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,196 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 03:44:17,211 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,227 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 03:44:17,240 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,255 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:17,271 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:17,286 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:17,302 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:17,315 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,329 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,344 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 03:44:17,359 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,373 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,386 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,402 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,418 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,434 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,450 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,465 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,482 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,496 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,511 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,528 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,542 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 03:44:17,558 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,575 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,591 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,607 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,623 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:17,639 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,654 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,670 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,686 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,701 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,717 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,732 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:17,748 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,764 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,777 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,791 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,807 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,823 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,836 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,852 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,869 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,885 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,902 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:17,918 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:17,933 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,949 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:17,963 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,977 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:17,991 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,005 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,019 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,035 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,051 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,065 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,079 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,095 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,107 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,122 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,138 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,155 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,170 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 03:44:18,186 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,200 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,217 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,234 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,247 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,264 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,280 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,296 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,310 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,325 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,341 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,356 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,371 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,384 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,399 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,414 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,430 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,445 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,459 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,474 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,490 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,506 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,522 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,539 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,554 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,571 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,581 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 03:44:18,596 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,610 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,624 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,642 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,658 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,673 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,686 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,699 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,713 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,728 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,743 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,758 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,773 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,786 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,802 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,817 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,830 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,847 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,863 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,877 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,892 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,905 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:18,922 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 03:44:18,985 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:18,999 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:19,015 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 03:44:19,031 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:19,046 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 03:44:19,134 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 03:44:19,199 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 03:44:19,640 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 03:44:19,655 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-27 03:44:19,779 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 03:44:19,795 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 03:44:19,809 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-27 03:44:19,825 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,841 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,857 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,873 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,889 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,905 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,921 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,934 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,950 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,964 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,979 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:19,995 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:20,010 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:20,026 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 03:44:20,041 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,056 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,065 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,081 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,095 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,111 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,127 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,142 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,158 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,170 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,180 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,197 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,213 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,228 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,242 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,257 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,273 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,287 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,303 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,318 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,333 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,349 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,362 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,377 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,393 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,408 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,421 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,438 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,453 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 03:44:20,468 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,484 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,498 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,513 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,528 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 03:44:20,546 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 03:44:38,262 semantic_segmentation INFO: Iters: 132810/150000 || Lr: 0.002847 || Task Loss: 0.3853 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:57:20 || Estimated Time: 8:24:26
2023-07-27 03:44:55,967 semantic_segmentation INFO: Iters: 132820/150000 || Lr: 0.002845 || Task Loss: 0.3069 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:57:38 || Estimated Time: 8:24:09
2023-07-27 03:45:13,914 semantic_segmentation INFO: Iters: 132830/150000 || Lr: 0.002844 || Task Loss: 0.4712 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:57:56 || Estimated Time: 8:23:51
2023-07-27 03:45:31,936 semantic_segmentation INFO: Iters: 132840/150000 || Lr: 0.002842 || Task Loss: 0.3940 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:14 || Estimated Time: 8:23:33
2023-07-27 03:45:50,357 semantic_segmentation INFO: Iters: 132850/150000 || Lr: 0.002841 || Task Loss: 0.3977 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:32 || Estimated Time: 8:23:16
2023-07-27 03:46:09,249 semantic_segmentation INFO: Iters: 132860/150000 || Lr: 0.002839 || Task Loss: 0.3371 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:51 || Estimated Time: 8:22:58
2023-07-27 03:46:27,343 semantic_segmentation INFO: Iters: 132870/150000 || Lr: 0.002838 || Task Loss: 0.3348 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:09 || Estimated Time: 8:22:41
2023-07-27 03:46:45,358 semantic_segmentation INFO: Iters: 132880/150000 || Lr: 0.002836 || Task Loss: 0.2168 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:27 || Estimated Time: 8:22:23
2023-07-27 03:47:03,722 semantic_segmentation INFO: Iters: 132890/150000 || Lr: 0.002835 || Task Loss: 0.2855 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:46 || Estimated Time: 8:22:06
2023-07-27 03:47:22,124 semantic_segmentation INFO: Iters: 132900/150000 || Lr: 0.002833 || Task Loss: 0.3441 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:04 || Estimated Time: 8:21:48
2023-07-27 03:47:40,422 semantic_segmentation INFO: Iters: 132910/150000 || Lr: 0.002832 || Task Loss: 0.3580 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:22 || Estimated Time: 8:21:31
2023-07-27 03:47:58,345 semantic_segmentation INFO: Iters: 132920/150000 || Lr: 0.002830 || Task Loss: 0.3571 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:40 || Estimated Time: 8:21:13
2023-07-27 03:48:16,661 semantic_segmentation INFO: Iters: 132930/150000 || Lr: 0.002829 || Task Loss: 0.2893 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:58 || Estimated Time: 8:20:56
2023-07-27 03:48:34,830 semantic_segmentation INFO: Iters: 132940/150000 || Lr: 0.002827 || Task Loss: 0.2547 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:17 || Estimated Time: 8:20:38
2023-07-27 03:48:53,044 semantic_segmentation INFO: Iters: 132950/150000 || Lr: 0.002826 || Task Loss: 0.2238 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:35 || Estimated Time: 8:20:21
2023-07-27 03:49:11,368 semantic_segmentation INFO: Iters: 132960/150000 || Lr: 0.002824 || Task Loss: 0.3052 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:53 || Estimated Time: 8:20:03
2023-07-27 03:49:29,429 semantic_segmentation INFO: Iters: 132970/150000 || Lr: 0.002823 || Task Loss: 0.3849 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:02:11 || Estimated Time: 8:19:46
2023-07-27 03:49:47,461 semantic_segmentation INFO: Iters: 132980/150000 || Lr: 0.002821 || Task Loss: 0.4581 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:02:29 || Estimated Time: 8:19:28
2023-07-27 03:50:05,868 semantic_segmentation INFO: Iters: 132990/150000 || Lr: 0.002820 || Task Loss: 0.3278 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:02:48 || Estimated Time: 8:19:11
2023-07-27 03:50:23,723 semantic_segmentation INFO: Iters: 133000/150000 || Lr: 0.002818 || Task Loss: 0.4498 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:03:06 || Estimated Time: 8:18:53
2023-07-27 03:50:42,030 semantic_segmentation INFO: Iters: 133010/150000 || Lr: 0.002817 || Task Loss: 0.4306 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:03:24 || Estimated Time: 8:18:35
2023-07-27 03:51:00,437 semantic_segmentation INFO: Iters: 133020/150000 || Lr: 0.002815 || Task Loss: 0.2958 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:03:42 || Estimated Time: 8:18:18
2023-07-27 03:51:18,267 semantic_segmentation INFO: Iters: 133030/150000 || Lr: 0.002814 || Task Loss: 0.4619 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:00 || Estimated Time: 8:18:00
2023-07-27 03:51:36,074 semantic_segmentation INFO: Iters: 133040/150000 || Lr: 0.002812 || Task Loss: 0.2692 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:18 || Estimated Time: 8:17:43
2023-07-27 03:51:54,532 semantic_segmentation INFO: Iters: 133050/150000 || Lr: 0.002811 || Task Loss: 0.2964 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:36 || Estimated Time: 8:17:25
2023-07-27 03:52:12,930 semantic_segmentation INFO: Iters: 133060/150000 || Lr: 0.002809 || Task Loss: 0.3225 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:55 || Estimated Time: 8:17:08
2023-07-27 03:52:31,217 semantic_segmentation INFO: Iters: 133070/150000 || Lr: 0.002808 || Task Loss: 0.2473 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:13 || Estimated Time: 8:16:50
2023-07-27 03:52:49,147 semantic_segmentation INFO: Iters: 133080/150000 || Lr: 0.002806 || Task Loss: 0.3538 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:31 || Estimated Time: 8:16:33
2023-07-27 03:53:07,435 semantic_segmentation INFO: Iters: 133090/150000 || Lr: 0.002805 || Task Loss: 0.3222 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:49 || Estimated Time: 8:16:15
2023-07-27 03:53:25,482 semantic_segmentation INFO: Iters: 133100/150000 || Lr: 0.002803 || Task Loss: 0.3581 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:07 || Estimated Time: 8:15:58
2023-07-27 03:53:43,562 semantic_segmentation INFO: Iters: 133110/150000 || Lr: 0.002802 || Task Loss: 0.3757 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:25 || Estimated Time: 8:15:40
2023-07-27 03:54:01,771 semantic_segmentation INFO: Iters: 133120/150000 || Lr: 0.002800 || Task Loss: 0.3853 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:44 || Estimated Time: 8:15:23
2023-07-27 03:54:20,024 semantic_segmentation INFO: Iters: 133130/150000 || Lr: 0.002799 || Task Loss: 0.3461 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:02 || Estimated Time: 8:15:05
2023-07-27 03:54:38,334 semantic_segmentation INFO: Iters: 133140/150000 || Lr: 0.002797 || Task Loss: 0.5925 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:20 || Estimated Time: 8:14:47
2023-07-27 03:54:56,182 semantic_segmentation INFO: Iters: 133150/150000 || Lr: 0.002796 || Task Loss: 0.3127 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:38 || Estimated Time: 8:14:30
2023-07-27 03:55:14,366 semantic_segmentation INFO: Iters: 133160/150000 || Lr: 0.002794 || Task Loss: 0.3777 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:56 || Estimated Time: 8:14:12
2023-07-27 03:55:33,133 semantic_segmentation INFO: Iters: 133170/150000 || Lr: 0.002793 || Task Loss: 0.3587 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:15 || Estimated Time: 8:13:55
2023-07-27 03:55:51,356 semantic_segmentation INFO: Iters: 133180/150000 || Lr: 0.002791 || Task Loss: 0.2343 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:33 || Estimated Time: 8:13:37
2023-07-27 03:56:09,147 semantic_segmentation INFO: Iters: 133190/150000 || Lr: 0.002790 || Task Loss: 0.3012 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:51 || Estimated Time: 8:13:20
2023-07-27 03:56:27,170 semantic_segmentation INFO: Iters: 133200/150000 || Lr: 0.002788 || Task Loss: 0.3001 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:09 || Estimated Time: 8:13:02
2023-07-27 03:56:45,653 semantic_segmentation INFO: Iters: 133210/150000 || Lr: 0.002787 || Task Loss: 0.3614 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:27 || Estimated Time: 8:12:45
2023-07-27 03:57:03,354 semantic_segmentation INFO: Iters: 133220/150000 || Lr: 0.002785 || Task Loss: 0.3249 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:45 || Estimated Time: 8:12:27
2023-07-27 03:57:21,488 semantic_segmentation INFO: Iters: 133230/150000 || Lr: 0.002784 || Task Loss: 0.3494 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:03 || Estimated Time: 8:12:10
2023-07-27 03:57:39,706 semantic_segmentation INFO: Iters: 133240/150000 || Lr: 0.002782 || Task Loss: 0.2601 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:21 || Estimated Time: 8:11:52
2023-07-27 03:57:58,084 semantic_segmentation INFO: Iters: 133250/150000 || Lr: 0.002781 || Task Loss: 0.4017 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:40 || Estimated Time: 8:11:35
2023-07-27 03:58:15,816 semantic_segmentation INFO: Iters: 133260/150000 || Lr: 0.002779 || Task Loss: 0.3532 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:58 || Estimated Time: 8:11:17
2023-07-27 03:58:34,125 semantic_segmentation INFO: Iters: 133270/150000 || Lr: 0.002778 || Task Loss: 0.3174 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:16 || Estimated Time: 8:10:59
2023-07-27 03:58:51,895 semantic_segmentation INFO: Iters: 133280/150000 || Lr: 0.002776 || Task Loss: 0.4767 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:34 || Estimated Time: 8:10:42
2023-07-27 03:59:10,174 semantic_segmentation INFO: Iters: 133290/150000 || Lr: 0.002775 || Task Loss: 0.2805 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:52 || Estimated Time: 8:10:24
2023-07-27 03:59:28,785 semantic_segmentation INFO: Iters: 133300/150000 || Lr: 0.002773 || Task Loss: 0.3126 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:11 || Estimated Time: 8:10:07
2023-07-27 03:59:46,998 semantic_segmentation INFO: Iters: 133310/150000 || Lr: 0.002772 || Task Loss: 0.2203 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:29 || Estimated Time: 8:09:49
2023-07-27 04:00:05,010 semantic_segmentation INFO: Iters: 133320/150000 || Lr: 0.002770 || Task Loss: 0.2418 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:47 || Estimated Time: 8:09:32
2023-07-27 04:00:22,744 semantic_segmentation INFO: Iters: 133330/150000 || Lr: 0.002769 || Task Loss: 0.4264 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:05 || Estimated Time: 8:09:14
2023-07-27 04:00:41,008 semantic_segmentation INFO: Iters: 133340/150000 || Lr: 0.002767 || Task Loss: 0.3454 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:23 || Estimated Time: 8:08:57
2023-07-27 04:00:59,377 semantic_segmentation INFO: Iters: 133350/150000 || Lr: 0.002766 || Task Loss: 0.3213 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:41 || Estimated Time: 8:08:39
2023-07-27 04:01:17,617 semantic_segmentation INFO: Iters: 133360/150000 || Lr: 0.002764 || Task Loss: 0.2697 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:59 || Estimated Time: 8:08:22
2023-07-27 04:01:35,568 semantic_segmentation INFO: Iters: 133370/150000 || Lr: 0.002763 || Task Loss: 0.3650 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:17 || Estimated Time: 8:08:04
2023-07-27 04:01:53,539 semantic_segmentation INFO: Iters: 133380/150000 || Lr: 0.002761 || Task Loss: 0.2534 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:35 || Estimated Time: 8:07:46
2023-07-27 04:02:11,310 semantic_segmentation INFO: Iters: 133390/150000 || Lr: 0.002760 || Task Loss: 0.3708 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:53 || Estimated Time: 8:07:29
2023-07-27 04:02:29,872 semantic_segmentation INFO: Iters: 133400/150000 || Lr: 0.002758 || Task Loss: 0.3234 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:12 || Estimated Time: 8:07:11
2023-07-27 04:02:47,980 semantic_segmentation INFO: Iters: 133410/150000 || Lr: 0.002757 || Task Loss: 0.4479 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:30 || Estimated Time: 8:06:54
2023-07-27 04:03:06,032 semantic_segmentation INFO: Iters: 133420/150000 || Lr: 0.002755 || Task Loss: 0.2864 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:48 || Estimated Time: 8:06:36
2023-07-27 04:03:24,461 semantic_segmentation INFO: Iters: 133430/150000 || Lr: 0.002754 || Task Loss: 0.3519 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:06 || Estimated Time: 8:06:19
2023-07-27 04:03:42,196 semantic_segmentation INFO: Iters: 133440/150000 || Lr: 0.002752 || Task Loss: 0.3704 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:24 || Estimated Time: 8:06:01
2023-07-27 04:04:00,770 semantic_segmentation INFO: Iters: 133450/150000 || Lr: 0.002751 || Task Loss: 0.4408 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:43 || Estimated Time: 8:05:44
2023-07-27 04:04:18,982 semantic_segmentation INFO: Iters: 133460/150000 || Lr: 0.002749 || Task Loss: 0.3482 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:01 || Estimated Time: 8:05:26
2023-07-27 04:04:37,025 semantic_segmentation INFO: Iters: 133470/150000 || Lr: 0.002748 || Task Loss: 0.3087 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:19 || Estimated Time: 8:05:09
2023-07-27 04:04:54,959 semantic_segmentation INFO: Iters: 133480/150000 || Lr: 0.002747 || Task Loss: 0.3896 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:37 || Estimated Time: 8:04:51
2023-07-27 04:05:12,991 semantic_segmentation INFO: Iters: 133490/150000 || Lr: 0.002745 || Task Loss: 0.2821 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:55 || Estimated Time: 8:04:33
2023-07-27 04:05:30,954 semantic_segmentation INFO: Iters: 133500/150000 || Lr: 0.002744 || Task Loss: 0.3236 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:13 || Estimated Time: 8:04:16
2023-07-27 04:05:49,703 semantic_segmentation INFO: Iters: 133510/150000 || Lr: 0.002742 || Task Loss: 0.3410 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:31 || Estimated Time: 8:03:58
2023-07-27 04:06:07,427 semantic_segmentation INFO: Iters: 133520/150000 || Lr: 0.002741 || Task Loss: 0.3819 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:49 || Estimated Time: 8:03:41
2023-07-27 04:06:25,654 semantic_segmentation INFO: Iters: 133530/150000 || Lr: 0.002739 || Task Loss: 0.3599 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:07 || Estimated Time: 8:03:23
2023-07-27 04:06:44,017 semantic_segmentation INFO: Iters: 133540/150000 || Lr: 0.002738 || Task Loss: 0.2730 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:26 || Estimated Time: 8:03:06
2023-07-27 04:07:02,000 semantic_segmentation INFO: Iters: 133550/150000 || Lr: 0.002736 || Task Loss: 0.3588 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:44 || Estimated Time: 8:02:48
2023-07-27 04:07:20,378 semantic_segmentation INFO: Iters: 133560/150000 || Lr: 0.002735 || Task Loss: 0.2949 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:20:02 || Estimated Time: 8:02:31
2023-07-27 04:07:38,544 semantic_segmentation INFO: Iters: 133570/150000 || Lr: 0.002733 || Task Loss: 0.3331 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:20:20 || Estimated Time: 8:02:13
2023-07-27 04:07:56,471 semantic_segmentation INFO: Iters: 133580/150000 || Lr: 0.002732 || Task Loss: 0.3304 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:20:38 || Estimated Time: 8:01:56
2023-07-27 04:08:14,205 semantic_segmentation INFO: Iters: 133590/150000 || Lr: 0.002730 || Task Loss: 0.3971 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:20:56 || Estimated Time: 8:01:38
2023-07-27 04:08:32,645 semantic_segmentation INFO: Iters: 133600/150000 || Lr: 0.002729 || Task Loss: 0.3585 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:21:14 || Estimated Time: 8:01:20
2023-07-27 04:08:32,769 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:08:33,153 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.090
2023-07-27 04:08:33,166 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.133
2023-07-27 04:08:33,180 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.138
2023-07-27 04:08:33,196 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.139
2023-07-27 04:08:33,212 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.214
2023-07-27 04:08:33,226 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.260
2023-07-27 04:08:33,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.301
2023-07-27 04:08:33,258 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.305
2023-07-27 04:08:33,272 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.344
2023-07-27 04:08:33,288 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.390
2023-07-27 04:08:33,305 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.392
2023-07-27 04:08:33,322 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.416
2023-07-27 04:08:33,337 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.399
2023-07-27 04:08:33,353 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.389
2023-07-27 04:08:33,369 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.380
2023-07-27 04:08:33,384 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.375
2023-07-27 04:08:33,396 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.373
2023-07-27 04:08:33,410 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.912, mIoU: 0.369
2023-07-27 04:08:33,426 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.914, mIoU: 0.376
2023-07-27 04:08:33,444 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.914, mIoU: 0.418
2023-07-27 04:08:33,460 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.419
2023-07-27 04:08:33,477 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.429
2023-07-27 04:08:33,493 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.466
2023-07-27 04:08:33,511 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.468
2023-07-27 04:08:33,528 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 04:08:33,543 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.466
2023-07-27 04:08:33,559 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.468
2023-07-27 04:08:33,572 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.467
2023-07-27 04:08:33,589 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.454
2023-07-27 04:08:33,605 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.454
2023-07-27 04:08:33,620 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.454
2023-07-27 04:08:33,637 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.454
2023-07-27 04:08:33,653 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.464
2023-07-27 04:08:33,669 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.463
2023-07-27 04:08:33,685 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.482
2023-07-27 04:08:33,701 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.483
2023-07-27 04:08:33,715 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.484
2023-07-27 04:08:33,729 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.528
2023-07-27 04:08:33,746 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.513
2023-07-27 04:08:33,760 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.512
2023-07-27 04:08:33,774 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-27 04:08:33,790 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.539
2023-07-27 04:08:33,805 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.536
2023-07-27 04:08:33,819 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.536
2023-07-27 04:08:33,835 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-27 04:08:33,850 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.543
2023-07-27 04:08:33,864 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 04:08:33,877 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 04:08:33,893 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.553
2023-07-27 04:08:33,910 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.552
2023-07-27 04:08:33,928 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 04:08:33,944 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.550
2023-07-27 04:08:33,959 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.548
2023-07-27 04:08:33,976 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-27 04:08:33,992 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.554
2023-07-27 04:08:34,007 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-27 04:08:34,024 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.548
2023-07-27 04:08:34,043 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.547
2023-07-27 04:08:34,057 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.549
2023-07-27 04:08:34,074 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 04:08:34,088 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-27 04:08:34,104 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.597
2023-07-27 04:08:34,118 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.597
2023-07-27 04:08:34,137 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-27 04:08:34,151 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-27 04:08:34,167 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-27 04:08:34,183 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.602
2023-07-27 04:08:34,197 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.648
2023-07-27 04:08:34,213 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.649
2023-07-27 04:08:34,228 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-27 04:08:34,245 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.669
2023-07-27 04:08:34,259 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.669
2023-07-27 04:08:34,274 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-27 04:08:34,290 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-27 04:08:34,305 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.663
2023-07-27 04:08:34,321 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-27 04:08:34,337 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.658
2023-07-27 04:08:34,347 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.654
2023-07-27 04:08:34,364 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.656
2023-07-27 04:08:34,382 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.655
2023-07-27 04:08:34,396 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-27 04:08:34,412 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-27 04:08:34,428 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 04:08:34,445 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.655
2023-07-27 04:08:34,462 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-27 04:08:34,478 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 04:08:34,494 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.650
2023-07-27 04:08:34,510 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.649
2023-07-27 04:08:34,526 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:34,540 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:34,556 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 04:08:34,572 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-27 04:08:34,588 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 04:08:34,604 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 04:08:34,620 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-27 04:08:34,635 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-27 04:08:34,649 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-27 04:08:34,663 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-27 04:08:34,678 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 04:08:34,692 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 04:08:34,708 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 04:08:34,722 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:08:34,736 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:08:34,752 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 04:08:34,769 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:34,783 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:08:34,798 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:08:34,815 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:08:34,829 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:08:34,843 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:08:34,857 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 04:08:34,871 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 04:08:34,888 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:08:34,904 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:08:34,920 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:08:34,934 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:08:34,948 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:08:34,964 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:08:34,978 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:34,993 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:35,009 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-27 04:08:35,023 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-27 04:08:35,037 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-27 04:08:35,053 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 04:08:35,068 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 04:08:35,077 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 04:08:35,089 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-27 04:08:35,105 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-27 04:08:35,115 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-27 04:08:35,129 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-27 04:08:35,146 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-27 04:08:35,162 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-27 04:08:35,176 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-27 04:08:35,193 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 04:08:35,207 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 04:08:35,221 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 04:08:35,237 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-27 04:08:35,252 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-27 04:08:35,268 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-27 04:08:35,282 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-27 04:08:35,299 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-27 04:08:35,315 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-27 04:08:35,331 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-27 04:08:35,348 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-27 04:08:35,364 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-27 04:08:35,379 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-27 04:08:35,394 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-27 04:08:35,409 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:35,420 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:35,435 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:08:35,451 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:35,465 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:35,479 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:35,493 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:35,507 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:35,522 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:35,538 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:35,554 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:35,569 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:35,586 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:35,602 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:35,618 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:08:35,631 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:08:35,647 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-27 04:08:38,657 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 04:08:38,672 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.912, mIoU: 0.637
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2023-07-27 04:08:38,747 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-27 04:08:38,763 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-27 04:08:38,809 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-27 04:08:38,825 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-27 04:08:38,856 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-27 04:08:38,888 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-27 04:08:38,904 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-27 04:08:38,936 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-27 04:08:38,984 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-27 04:08:39,000 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-27 04:08:39,045 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-27 04:08:39,107 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 04:08:39,123 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 04:08:39,135 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 04:08:39,165 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 04:08:39,181 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 04:08:39,197 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-27 04:08:39,259 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-27 04:08:39,384 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-27 04:08:39,400 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-27 04:08:39,414 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 04:08:39,429 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-27 04:08:39,485 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.914, mIoU: 0.626
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2023-07-27 04:08:39,593 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-27 04:08:39,607 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-27 04:08:39,623 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-27 04:08:39,655 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-27 04:08:39,669 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 04:08:39,685 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:39,702 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:39,716 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:39,733 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-27 04:08:39,749 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 04:08:39,778 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-27 04:08:39,795 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:39,810 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-27 04:08:40,000 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-27 04:08:40,031 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-27 04:08:40,134 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-27 04:08:40,167 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 04:08:40,183 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:40,199 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 04:08:40,208 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 04:08:40,219 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-27 04:08:40,233 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:40,247 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:40,263 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-27 04:08:40,277 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-27 04:08:40,309 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-27 04:08:40,325 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.634
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2023-07-27 04:08:40,387 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 04:08:40,402 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 04:08:40,416 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 04:08:40,433 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 04:08:40,445 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 04:08:40,461 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 04:08:40,476 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 04:08:40,492 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 04:08:40,508 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:08:40,524 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 04:08:40,565 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-27 04:08:40,581 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 04:08:40,595 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 04:08:40,609 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 04:08:40,623 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 04:08:40,639 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 04:08:40,656 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:08:40,671 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:08:40,681 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:08:40,697 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-27 04:08:40,743 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 04:08:40,759 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-27 04:08:40,789 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 04:08:40,802 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 04:08:40,819 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 04:08:40,913 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-27 04:08:40,930 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-27 04:08:41,010 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 04:08:41,087 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 04:08:41,663 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,677 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,693 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 04:08:41,725 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,741 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,755 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,772 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,788 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,806 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:41,817 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:08:41,833 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 04:08:41,850 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 04:08:41,863 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:41,880 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:41,894 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:41,909 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,925 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,942 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,955 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:41,969 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:41,983 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:41,998 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:08:42,014 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,030 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,045 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,061 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,075 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,090 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,107 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 04:08:42,122 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 04:08:42,138 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,154 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,171 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,187 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,203 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,215 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:08:42,231 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,247 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,262 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,278 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,294 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,307 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:08:42,323 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,339 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:08:42,355 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:42,368 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:42,384 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:42,399 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:42,415 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:42,430 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:42,446 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:42,462 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:42,477 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:42,493 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:42,508 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:42,522 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:42,538 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,555 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,571 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,585 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,601 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,616 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,631 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,647 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,664 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,680 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,695 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:42,711 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:08:42,726 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,741 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 04:08:42,757 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 04:08:42,773 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 04:08:42,792 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 04:08:42,808 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 04:08:42,824 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-27 04:08:42,834 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:42,848 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,863 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,877 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,892 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,905 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,919 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,935 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:08:42,953 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:42,969 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:42,985 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:42,999 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,014 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:43,028 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,044 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,060 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,076 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,092 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:08:43,107 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:43,123 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:43,137 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:08:43,152 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,168 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,181 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,195 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,210 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,226 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,241 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,255 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,270 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:43,286 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:43,302 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:43,316 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:43,330 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:43,339 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:08:43,355 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:08:43,372 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:43,388 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,405 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:43,421 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:43,437 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,454 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,470 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,484 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,500 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,515 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,531 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:43,547 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,560 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,574 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:43,587 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:08:43,602 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:08:43,616 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 04:08:43,629 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:08:43,644 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 04:08:43,659 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,674 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,686 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,701 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,714 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,726 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,741 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,758 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:08:43,773 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,789 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,805 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,820 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,834 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:43,850 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:43,865 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:43,883 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:43,899 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:43,915 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,932 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,945 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:43,959 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:43,972 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 04:08:43,988 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,006 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:44,019 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:44,033 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:44,048 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 04:08:44,079 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,094 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,110 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,123 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,139 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:44,153 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,168 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,184 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,199 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,216 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,230 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,246 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,263 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,276 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,290 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,306 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,322 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:44,338 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:44,353 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:44,366 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,380 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,395 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,408 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:44,424 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:44,442 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,455 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,471 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,485 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,501 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,516 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,530 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,544 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,559 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,575 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,589 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,604 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,620 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:44,635 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:44,649 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:44,664 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,680 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,698 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,712 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,726 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,740 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,756 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,770 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,784 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,800 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,816 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,830 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,847 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,863 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:44,879 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:44,896 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:44,909 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:08:44,922 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,937 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,951 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:44,965 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,978 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:44,995 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,008 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,022 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,037 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,054 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,069 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,085 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,099 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,113 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,128 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,144 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,159 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,175 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,188 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:08:45,202 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,213 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,230 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,246 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,261 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,275 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:08:45,287 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,300 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,316 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:08:45,332 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:08:45,345 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:08:45,361 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:45,375 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:45,391 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:45,405 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:45,421 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:08:45,435 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,451 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,466 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,480 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:45,496 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:45,512 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:45,527 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,543 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,558 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,574 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,589 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,604 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:08:45,619 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,635 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,648 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,662 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,676 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,693 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,707 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:45,724 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:45,739 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,751 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,766 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,783 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,799 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,812 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,828 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,843 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,857 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,872 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,888 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:45,903 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:08:45,917 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:45,929 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:08:45,946 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:45,962 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:45,977 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:45,991 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:46,007 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:46,023 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:08:46,039 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,055 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:46,069 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:08:46,085 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,099 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,115 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,130 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,143 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,160 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,174 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,190 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,205 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,221 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,236 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,251 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,266 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,281 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,298 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,313 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,329 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,344 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,354 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,368 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,382 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,397 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,413 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,430 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,443 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,459 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,475 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,490 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,507 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,523 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,536 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,552 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,568 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,583 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,597 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,612 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,628 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,644 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,658 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,673 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:08:46,689 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,702 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,717 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,732 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,746 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,761 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,774 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,789 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,804 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,820 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:46,836 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,852 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,868 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,882 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,896 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,912 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,926 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,940 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:46,955 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:46,971 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:46,986 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,003 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,016 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,030 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,046 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,061 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,075 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,090 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,104 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,119 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,134 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,150 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,165 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,180 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,189 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,205 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,221 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,235 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,250 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,266 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,282 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,296 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,311 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,327 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,344 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,360 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,376 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,394 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,411 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,424 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,440 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,455 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,470 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:08:47,484 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,499 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,515 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,530 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,537 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,551 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,564 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:47,576 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,589 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:47,604 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,619 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:47,634 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:47,647 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:47,660 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:47,676 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:08:47,687 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:47,703 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:47,717 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,733 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,749 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,764 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,780 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,792 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,805 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,821 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,837 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,852 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,868 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,881 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,892 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,903 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:47,916 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,929 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,944 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,958 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,973 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:47,989 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,005 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,019 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,035 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,051 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,067 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,084 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,099 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,114 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,130 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,147 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,160 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,174 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,190 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,203 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,220 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,233 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,249 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,265 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:48,284 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:48,300 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:48,314 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:08:48,330 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:08:48,346 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:08:48,361 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,377 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,391 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,405 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,420 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,436 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,452 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,467 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:08:48,483 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:08:48,499 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:08:48,514 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:48,530 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,543 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,559 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:48,569 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:48,583 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:08:48,598 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:08:48,610 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:48,625 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:08:48,640 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 04:08:48,656 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,672 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,688 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,704 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,719 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,732 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:48,749 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,762 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,778 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,793 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,807 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,822 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,836 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,852 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,867 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 04:08:48,883 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,899 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,914 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,928 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,941 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 04:08:48,957 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 04:08:48,970 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:48,984 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:49,000 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,015 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,030 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,043 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,057 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,074 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,090 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,107 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,120 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,134 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,150 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,166 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,182 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,198 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,214 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,230 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:49,245 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:49,261 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:49,277 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 04:08:49,292 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:49,307 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 04:08:49,322 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,335 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,351 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,366 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,382 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,395 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 04:08:49,409 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,425 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,441 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 04:08:49,471 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,487 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,503 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 04:08:49,536 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,553 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,567 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,583 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,600 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:49,614 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,629 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,643 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,652 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 04:08:49,697 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:49,713 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 04:08:49,741 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 04:08:49,786 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 04:08:49,850 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 04:08:49,953 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 04:08:50,124 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 04:08:50,258 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,272 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 04:08:50,300 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,316 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,331 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,347 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,358 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,371 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,388 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,405 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,418 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,434 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,451 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,466 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,480 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,495 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,511 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,524 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,540 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,553 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,566 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,582 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,597 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,612 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,628 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,641 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,656 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,672 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,684 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,700 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,716 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,731 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,747 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,760 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,773 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,789 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,804 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,819 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:50,833 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:50,848 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:50,865 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 04:08:50,922 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,938 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,954 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:50,968 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:50,983 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:50,999 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,012 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,028 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,044 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:51,060 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,076 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,093 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,108 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,122 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:51,137 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:51,151 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:51,165 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,181 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,197 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,210 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,226 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,237 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,252 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:51,268 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:51,283 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:51,297 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:08:51,312 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,330 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,345 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,358 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,373 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,389 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,401 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,417 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,433 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,449 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,463 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,476 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:08:51,492 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,507 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,523 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,537 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,553 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,566 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,580 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,596 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,611 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,627 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,642 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,658 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,672 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,687 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,702 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,717 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:08:51,734 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:08:51,748 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,762 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,779 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,796 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,812 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,826 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,841 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,857 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 04:08:51,873 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,887 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,902 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:08:51,918 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:51,934 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:51,949 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:51,964 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:51,980 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:51,996 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:52,010 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:52,025 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:52,040 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:52,053 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:52,068 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:52,084 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:08:52,099 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:52,114 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 04:08:52,129 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,146 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,161 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,176 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,192 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,208 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,224 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,239 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,256 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,272 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,286 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,300 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,316 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,332 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,346 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,361 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,377 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,393 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,408 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,424 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,439 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,454 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,468 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,481 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,495 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,508 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,522 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,538 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,554 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,568 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,582 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,598 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,610 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,625 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,641 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,658 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:52,674 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:52,690 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:52,704 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:52,720 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:52,736 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,750 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,766 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,781 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,797 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,811 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:52,826 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-27 04:08:52,871 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,884 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,899 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,914 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 04:08:52,944 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,957 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,973 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:52,988 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,004 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,020 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,035 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,051 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,067 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,078 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,092 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,106 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,120 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,138 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,153 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,169 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,182 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,196 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,211 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,227 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,242 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,258 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,274 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,287 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,303 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,319 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,333 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,349 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,365 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,378 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,394 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,406 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,422 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,438 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,454 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,470 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,483 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,497 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,512 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,527 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,542 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,556 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,570 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,586 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,602 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,618 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,631 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,647 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,666 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,682 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,698 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,714 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,722 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,738 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,752 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,765 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,781 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,797 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 04:08:53,812 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,828 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,844 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,860 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:08:53,876 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 04:08:53,889 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 04:08:53,904 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 04:08:53,921 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 04:08:53,936 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-27 04:08:53,952 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:53,968 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:53,986 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,000 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,015 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,031 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,047 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,061 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,075 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,091 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,107 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,123 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 04:08:54,138 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,154 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,170 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,186 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,199 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,215 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,228 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,243 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,259 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,274 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,289 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,303 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,319 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,334 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,349 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,364 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,379 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,395 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,411 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,424 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,440 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:08:54,454 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:08:54,469 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,485 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,500 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,516 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,532 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,546 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,557 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,572 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,586 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,601 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,617 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,633 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,648 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,660 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,672 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,689 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,704 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,720 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,733 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,749 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,764 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,778 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,794 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,810 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,825 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:08:54,840 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,854 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,869 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,885 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,900 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,914 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,929 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,944 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,960 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:08:54,976 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:54,990 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:55,004 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:55,020 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:08:55,037 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 04:09:12,953 semantic_segmentation INFO: Iters: 133610/150000 || Lr: 0.002727 || Task Loss: 0.3790 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:21:55 || Estimated Time: 8:01:06
2023-07-27 04:09:30,395 semantic_segmentation INFO: Iters: 133620/150000 || Lr: 0.002726 || Task Loss: 0.5071 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:12 || Estimated Time: 8:00:48
2023-07-27 04:09:48,604 semantic_segmentation INFO: Iters: 133630/150000 || Lr: 0.002724 || Task Loss: 0.3544 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:30 || Estimated Time: 8:00:30
2023-07-27 04:10:06,723 semantic_segmentation INFO: Iters: 133640/150000 || Lr: 0.002723 || Task Loss: 0.3402 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:49 || Estimated Time: 8:00:13
2023-07-27 04:10:25,035 semantic_segmentation INFO: Iters: 133650/150000 || Lr: 0.002721 || Task Loss: 0.4753 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:07 || Estimated Time: 7:59:55
2023-07-27 04:10:43,151 semantic_segmentation INFO: Iters: 133660/150000 || Lr: 0.002720 || Task Loss: 0.4099 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:25 || Estimated Time: 7:59:38
2023-07-27 04:11:01,525 semantic_segmentation INFO: Iters: 133670/150000 || Lr: 0.002718 || Task Loss: 0.3908 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:43 || Estimated Time: 7:59:20
2023-07-27 04:11:19,514 semantic_segmentation INFO: Iters: 133680/150000 || Lr: 0.002717 || Task Loss: 0.2978 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:01 || Estimated Time: 7:59:03
2023-07-27 04:11:37,436 semantic_segmentation INFO: Iters: 133690/150000 || Lr: 0.002715 || Task Loss: 0.2616 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:19 || Estimated Time: 7:58:45
2023-07-27 04:11:55,495 semantic_segmentation INFO: Iters: 133700/150000 || Lr: 0.002714 || Task Loss: 0.2507 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:37 || Estimated Time: 7:58:28
2023-07-27 04:12:13,830 semantic_segmentation INFO: Iters: 133710/150000 || Lr: 0.002712 || Task Loss: 0.3485 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:56 || Estimated Time: 7:58:10
2023-07-27 04:12:31,860 semantic_segmentation INFO: Iters: 133720/150000 || Lr: 0.002711 || Task Loss: 0.4320 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:14 || Estimated Time: 7:57:53
2023-07-27 04:12:50,182 semantic_segmentation INFO: Iters: 133730/150000 || Lr: 0.002709 || Task Loss: 0.3517 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:32 || Estimated Time: 7:57:35
2023-07-27 04:13:08,348 semantic_segmentation INFO: Iters: 133740/150000 || Lr: 0.002708 || Task Loss: 0.3233 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:50 || Estimated Time: 7:57:17
2023-07-27 04:13:26,585 semantic_segmentation INFO: Iters: 133750/150000 || Lr: 0.002706 || Task Loss: 0.3385 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:08 || Estimated Time: 7:57:00
2023-07-27 04:13:44,952 semantic_segmentation INFO: Iters: 133760/150000 || Lr: 0.002705 || Task Loss: 0.3067 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:27 || Estimated Time: 7:56:42
2023-07-27 04:14:02,469 semantic_segmentation INFO: Iters: 133770/150000 || Lr: 0.002703 || Task Loss: 0.4363 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:44 || Estimated Time: 7:56:25
2023-07-27 04:14:21,400 semantic_segmentation INFO: Iters: 133780/150000 || Lr: 0.002702 || Task Loss: 0.2237 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:03 || Estimated Time: 7:56:07
2023-07-27 04:14:39,014 semantic_segmentation INFO: Iters: 133790/150000 || Lr: 0.002700 || Task Loss: 0.2335 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:21 || Estimated Time: 7:55:50
2023-07-27 04:14:56,833 semantic_segmentation INFO: Iters: 133800/150000 || Lr: 0.002699 || Task Loss: 0.2366 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:39 || Estimated Time: 7:55:32
2023-07-27 04:15:15,409 semantic_segmentation INFO: Iters: 133810/150000 || Lr: 0.002697 || Task Loss: 0.3383 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:57 || Estimated Time: 7:55:15
2023-07-27 04:15:33,221 semantic_segmentation INFO: Iters: 133820/150000 || Lr: 0.002696 || Task Loss: 0.2715 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:15 || Estimated Time: 7:54:57
2023-07-27 04:15:50,977 semantic_segmentation INFO: Iters: 133830/150000 || Lr: 0.002694 || Task Loss: 0.3204 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:33 || Estimated Time: 7:54:39
2023-07-27 04:16:08,999 semantic_segmentation INFO: Iters: 133840/150000 || Lr: 0.002693 || Task Loss: 0.3584 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:51 || Estimated Time: 7:54:22
2023-07-27 04:16:26,937 semantic_segmentation INFO: Iters: 133850/150000 || Lr: 0.002691 || Task Loss: 0.3203 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:09 || Estimated Time: 7:54:04
2023-07-27 04:16:45,026 semantic_segmentation INFO: Iters: 133860/150000 || Lr: 0.002690 || Task Loss: 0.2874 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:27 || Estimated Time: 7:53:47
2023-07-27 04:17:03,073 semantic_segmentation INFO: Iters: 133870/150000 || Lr: 0.002688 || Task Loss: 0.4959 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:45 || Estimated Time: 7:53:29
2023-07-27 04:17:21,383 semantic_segmentation INFO: Iters: 133880/150000 || Lr: 0.002687 || Task Loss: 0.3384 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:03 || Estimated Time: 7:53:12
2023-07-27 04:17:39,510 semantic_segmentation INFO: Iters: 133890/150000 || Lr: 0.002685 || Task Loss: 0.4011 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:21 || Estimated Time: 7:52:54
2023-07-27 04:17:57,325 semantic_segmentation INFO: Iters: 133900/150000 || Lr: 0.002684 || Task Loss: 0.3651 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:39 || Estimated Time: 7:52:37
2023-07-27 04:18:15,354 semantic_segmentation INFO: Iters: 133910/150000 || Lr: 0.002682 || Task Loss: 0.2730 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:57 || Estimated Time: 7:52:19
2023-07-27 04:18:33,230 semantic_segmentation INFO: Iters: 133920/150000 || Lr: 0.002681 || Task Loss: 0.2689 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:15 || Estimated Time: 7:52:01
2023-07-27 04:18:51,111 semantic_segmentation INFO: Iters: 133930/150000 || Lr: 0.002679 || Task Loss: 0.2804 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:33 || Estimated Time: 7:51:44
2023-07-27 04:19:09,076 semantic_segmentation INFO: Iters: 133940/150000 || Lr: 0.002678 || Task Loss: 0.4700 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:51 || Estimated Time: 7:51:26
2023-07-27 04:19:27,284 semantic_segmentation INFO: Iters: 133950/150000 || Lr: 0.002676 || Task Loss: 0.2816 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:09 || Estimated Time: 7:51:09
2023-07-27 04:19:45,640 semantic_segmentation INFO: Iters: 133960/150000 || Lr: 0.002675 || Task Loss: 0.3906 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:27 || Estimated Time: 7:50:51
2023-07-27 04:20:03,590 semantic_segmentation INFO: Iters: 133970/150000 || Lr: 0.002673 || Task Loss: 0.3807 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:45 || Estimated Time: 7:50:34
2023-07-27 04:20:21,915 semantic_segmentation INFO: Iters: 133980/150000 || Lr: 0.002672 || Task Loss: 0.4247 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:04 || Estimated Time: 7:50:16
2023-07-27 04:20:39,850 semantic_segmentation INFO: Iters: 133990/150000 || Lr: 0.002670 || Task Loss: 0.3402 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:22 || Estimated Time: 7:49:59
2023-07-27 04:20:57,777 semantic_segmentation INFO: Iters: 134000/150000 || Lr: 0.002669 || Task Loss: 0.2639 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:40 || Estimated Time: 7:49:41
2023-07-27 04:21:16,029 semantic_segmentation INFO: Iters: 134010/150000 || Lr: 0.002667 || Task Loss: 0.3905 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:58 || Estimated Time: 7:49:23
2023-07-27 04:21:34,006 semantic_segmentation INFO: Iters: 134020/150000 || Lr: 0.002666 || Task Loss: 0.4339 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:16 || Estimated Time: 7:49:06
2023-07-27 04:21:52,297 semantic_segmentation INFO: Iters: 134030/150000 || Lr: 0.002664 || Task Loss: 0.3007 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:34 || Estimated Time: 7:48:48
2023-07-27 04:22:10,137 semantic_segmentation INFO: Iters: 134040/150000 || Lr: 0.002663 || Task Loss: 0.4209 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:52 || Estimated Time: 7:48:31
2023-07-27 04:22:28,298 semantic_segmentation INFO: Iters: 134050/150000 || Lr: 0.002661 || Task Loss: 0.3449 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:10 || Estimated Time: 7:48:13
2023-07-27 04:22:46,651 semantic_segmentation INFO: Iters: 134060/150000 || Lr: 0.002660 || Task Loss: 0.3013 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:28 || Estimated Time: 7:47:56
2023-07-27 04:23:04,433 semantic_segmentation INFO: Iters: 134070/150000 || Lr: 0.002658 || Task Loss: 0.3273 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:46 || Estimated Time: 7:47:38
2023-07-27 04:23:22,347 semantic_segmentation INFO: Iters: 134080/150000 || Lr: 0.002657 || Task Loss: 0.2875 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:04 || Estimated Time: 7:47:20
2023-07-27 04:23:40,648 semantic_segmentation INFO: Iters: 134090/150000 || Lr: 0.002655 || Task Loss: 0.4029 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:22 || Estimated Time: 7:47:03
2023-07-27 04:23:58,631 semantic_segmentation INFO: Iters: 134100/150000 || Lr: 0.002654 || Task Loss: 0.4079 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:40 || Estimated Time: 7:46:45
2023-07-27 04:24:17,045 semantic_segmentation INFO: Iters: 134110/150000 || Lr: 0.002652 || Task Loss: 0.2710 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:59 || Estimated Time: 7:46:28
2023-07-27 04:24:35,732 semantic_segmentation INFO: Iters: 134120/150000 || Lr: 0.002651 || Task Loss: 0.2956 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:18 || Estimated Time: 7:46:10
2023-07-27 04:24:53,341 semantic_segmentation INFO: Iters: 134130/150000 || Lr: 0.002649 || Task Loss: 0.2478 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:35 || Estimated Time: 7:45:53
2023-07-27 04:25:11,157 semantic_segmentation INFO: Iters: 134140/150000 || Lr: 0.002648 || Task Loss: 0.4115 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:53 || Estimated Time: 7:45:35
2023-07-27 04:25:29,373 semantic_segmentation INFO: Iters: 134150/150000 || Lr: 0.002646 || Task Loss: 0.2759 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:11 || Estimated Time: 7:45:18
2023-07-27 04:25:47,176 semantic_segmentation INFO: Iters: 134160/150000 || Lr: 0.002645 || Task Loss: 0.3738 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:29 || Estimated Time: 7:45:00
2023-07-27 04:26:05,469 semantic_segmentation INFO: Iters: 134170/150000 || Lr: 0.002643 || Task Loss: 0.2577 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:47 || Estimated Time: 7:44:42
2023-07-27 04:26:23,840 semantic_segmentation INFO: Iters: 134180/150000 || Lr: 0.002642 || Task Loss: 0.3737 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:06 || Estimated Time: 7:44:25
2023-07-27 04:26:42,468 semantic_segmentation INFO: Iters: 134190/150000 || Lr: 0.002640 || Task Loss: 0.2338 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:24 || Estimated Time: 7:44:07
2023-07-27 04:27:00,377 semantic_segmentation INFO: Iters: 134200/150000 || Lr: 0.002639 || Task Loss: 0.3841 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:42 || Estimated Time: 7:43:50
2023-07-27 04:27:17,975 semantic_segmentation INFO: Iters: 134210/150000 || Lr: 0.002637 || Task Loss: 0.3524 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:00 || Estimated Time: 7:43:32
2023-07-27 04:27:36,421 semantic_segmentation INFO: Iters: 134220/150000 || Lr: 0.002636 || Task Loss: 0.3524 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:18 || Estimated Time: 7:43:15
2023-07-27 04:27:54,280 semantic_segmentation INFO: Iters: 134230/150000 || Lr: 0.002634 || Task Loss: 0.3335 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:36 || Estimated Time: 7:42:57
2023-07-27 04:28:12,455 semantic_segmentation INFO: Iters: 134240/150000 || Lr: 0.002633 || Task Loss: 0.3300 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:54 || Estimated Time: 7:42:40
2023-07-27 04:28:30,615 semantic_segmentation INFO: Iters: 134250/150000 || Lr: 0.002631 || Task Loss: 0.3030 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:12 || Estimated Time: 7:42:22
2023-07-27 04:28:48,469 semantic_segmentation INFO: Iters: 134260/150000 || Lr: 0.002630 || Task Loss: 0.2535 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:30 || Estimated Time: 7:42:04
2023-07-27 04:29:06,341 semantic_segmentation INFO: Iters: 134270/150000 || Lr: 0.002628 || Task Loss: 0.3234 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:48 || Estimated Time: 7:41:47
2023-07-27 04:29:24,265 semantic_segmentation INFO: Iters: 134280/150000 || Lr: 0.002627 || Task Loss: 0.2719 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:06 || Estimated Time: 7:41:29
2023-07-27 04:29:42,527 semantic_segmentation INFO: Iters: 134290/150000 || Lr: 0.002625 || Task Loss: 0.4312 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:24 || Estimated Time: 7:41:12
2023-07-27 04:30:00,901 semantic_segmentation INFO: Iters: 134300/150000 || Lr: 0.002624 || Task Loss: 0.3618 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:43 || Estimated Time: 7:40:54
2023-07-27 04:30:18,977 semantic_segmentation INFO: Iters: 134310/150000 || Lr: 0.002622 || Task Loss: 0.3388 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:43:01 || Estimated Time: 7:40:37
2023-07-27 04:30:37,123 semantic_segmentation INFO: Iters: 134320/150000 || Lr: 0.002621 || Task Loss: 0.3926 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:43:19 || Estimated Time: 7:40:19
2023-07-27 04:30:55,486 semantic_segmentation INFO: Iters: 134330/150000 || Lr: 0.002619 || Task Loss: 0.3488 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:43:37 || Estimated Time: 7:40:02
2023-07-27 04:31:13,655 semantic_segmentation INFO: Iters: 134340/150000 || Lr: 0.002617 || Task Loss: 0.3188 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:43:55 || Estimated Time: 7:39:44
2023-07-27 04:31:31,847 semantic_segmentation INFO: Iters: 134350/150000 || Lr: 0.002616 || Task Loss: 0.2892 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:44:14 || Estimated Time: 7:39:27
2023-07-27 04:31:49,971 semantic_segmentation INFO: Iters: 134360/150000 || Lr: 0.002614 || Task Loss: 0.4079 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:44:32 || Estimated Time: 7:39:09
2023-07-27 04:32:07,771 semantic_segmentation INFO: Iters: 134370/150000 || Lr: 0.002613 || Task Loss: 0.2724 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:44:50 || Estimated Time: 7:38:51
2023-07-27 04:32:25,672 semantic_segmentation INFO: Iters: 134380/150000 || Lr: 0.002611 || Task Loss: 0.3480 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:07 || Estimated Time: 7:38:34
2023-07-27 04:32:43,468 semantic_segmentation INFO: Iters: 134390/150000 || Lr: 0.002610 || Task Loss: 0.2954 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:25 || Estimated Time: 7:38:16
2023-07-27 04:33:01,862 semantic_segmentation INFO: Iters: 134400/150000 || Lr: 0.002608 || Task Loss: 0.2680 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:44 || Estimated Time: 7:37:59
2023-07-27 04:33:01,986 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:33:02,373 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 04:33:02,387 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.134
2023-07-27 04:33:02,401 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.147
2023-07-27 04:33:02,417 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.148
2023-07-27 04:33:02,431 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.221
2023-07-27 04:33:02,445 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.267
2023-07-27 04:33:02,460 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.307
2023-07-27 04:33:02,476 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.311
2023-07-27 04:33:02,489 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.352
2023-07-27 04:33:02,505 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.398
2023-07-27 04:33:02,521 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.400
2023-07-27 04:33:02,537 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.439
2023-07-27 04:33:02,551 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.418
2023-07-27 04:33:02,567 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.399
2023-07-27 04:33:02,583 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.389
2023-07-27 04:33:02,597 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.926, mIoU: 0.385
2023-07-27 04:33:02,608 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.382
2023-07-27 04:33:02,622 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.380
2023-07-27 04:33:02,638 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.381
2023-07-27 04:33:02,656 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.426
2023-07-27 04:33:02,672 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.427
2023-07-27 04:33:02,688 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.438
2023-07-27 04:33:02,705 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.466
2023-07-27 04:33:02,722 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.467
2023-07-27 04:33:02,739 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.466
2023-07-27 04:33:02,755 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.469
2023-07-27 04:33:02,771 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.470
2023-07-27 04:33:02,783 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.470
2023-07-27 04:33:02,800 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.458
2023-07-27 04:33:02,816 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.458
2023-07-27 04:33:02,830 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.458
2023-07-27 04:33:02,847 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.458
2023-07-27 04:33:02,863 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.469
2023-07-27 04:33:02,879 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.468
2023-07-27 04:33:02,895 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.486
2023-07-27 04:33:02,910 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.487
2023-07-27 04:33:02,924 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.489
2023-07-27 04:33:02,938 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.533
2023-07-27 04:33:02,955 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.522
2023-07-27 04:33:02,968 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.521
2023-07-27 04:33:02,982 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.547
2023-07-27 04:33:02,998 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.547
2023-07-27 04:33:03,013 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-27 04:33:03,027 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-27 04:33:03,043 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.550
2023-07-27 04:33:03,059 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.555
2023-07-27 04:33:03,073 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.562
2023-07-27 04:33:03,086 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 04:33:03,101 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 04:33:03,118 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 04:33:03,135 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 04:33:03,152 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-27 04:33:03,166 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.562
2023-07-27 04:33:03,183 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.563
2023-07-27 04:33:03,199 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.567
2023-07-27 04:33:03,213 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 04:33:03,229 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-27 04:33:03,247 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 04:33:03,261 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.562
2023-07-27 04:33:03,277 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.609
2023-07-27 04:33:03,292 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-27 04:33:03,308 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.610
2023-07-27 04:33:03,321 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-27 04:33:03,340 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-27 04:33:03,355 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-27 04:33:03,371 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-27 04:33:03,387 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.614
2023-07-27 04:33:03,401 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-27 04:33:03,417 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-27 04:33:03,433 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-27 04:33:03,450 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-27 04:33:03,464 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-27 04:33:03,480 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-27 04:33:03,496 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-27 04:33:03,512 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.677
2023-07-27 04:33:03,527 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-27 04:33:03,543 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 04:33:03,553 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 04:33:03,569 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 04:33:03,586 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 04:33:03,600 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 04:33:03,615 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 04:33:03,631 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 04:33:03,646 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 04:33:03,662 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-27 04:33:03,678 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 04:33:03,694 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-27 04:33:03,709 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-27 04:33:03,725 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:33:03,739 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:03,756 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 04:33:03,772 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-27 04:33:03,788 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:03,805 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-27 04:33:03,821 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-27 04:33:03,837 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-27 04:33:03,926 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-27 04:33:04,160 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-27 04:33:04,190 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 04:33:04,307 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.646
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2023-07-27 04:33:04,330 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.649
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2023-07-27 04:33:04,846 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-27 04:33:04,934 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.920, mIoU: 0.652
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2023-07-27 04:33:05,304 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.923, mIoU: 0.655
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2023-07-27 04:33:05,332 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.652
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2023-07-27 04:33:05,393 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.920, mIoU: 0.645
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2023-07-27 04:33:05,425 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.919, mIoU: 0.645
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2023-07-27 04:33:05,979 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-27 04:33:06,043 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-27 04:33:07,905 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-27 04:33:09,841 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 04:33:09,873 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 04:33:09,913 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:33:09,929 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.648
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2023-07-27 04:33:09,958 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 04:33:09,974 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:09,988 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,004 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,017 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,033 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 04:33:10,050 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 04:33:10,067 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 04:33:10,084 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,098 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,112 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,128 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:33:10,145 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 04:33:10,160 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 04:33:10,175 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 04:33:10,192 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 04:33:10,208 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:33:10,224 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 04:33:10,237 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 04:33:10,253 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,268 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 04:33:10,284 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:33:10,300 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 04:33:10,315 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 04:33:10,329 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 04:33:10,345 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 04:33:10,360 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 04:33:10,373 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 04:33:10,389 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-27 04:33:10,401 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 04:33:10,416 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 04:33:10,430 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 04:33:10,442 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 04:33:10,454 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-27 04:33:10,470 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 04:33:10,486 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-27 04:33:10,502 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,519 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,528 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,544 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,561 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,578 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,594 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,610 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,625 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,639 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,655 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,672 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,687 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,701 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,714 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,730 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,745 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:10,761 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,774 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,789 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,805 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,821 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,835 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:10,851 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,866 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,880 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,895 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,912 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:10,927 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:33:10,943 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:33:10,957 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:33:10,973 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:10,989 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,006 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,017 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:33:11,032 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,049 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,062 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,077 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,091 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,107 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,123 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,139 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,153 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,166 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 04:33:11,180 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,196 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,211 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,228 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,243 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,258 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,272 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 04:33:11,288 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,304 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,318 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,334 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,350 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:33:11,365 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,381 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,396 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,408 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,424 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,439 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,454 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,469 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,485 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,497 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,513 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-27 04:33:11,528 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,544 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-27 04:33:11,558 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:33:11,574 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:33:11,589 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:33:11,605 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:33:11,620 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:33:11,637 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,653 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,668 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,684 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,700 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,714 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:33:11,730 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,746 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,762 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,775 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,792 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,806 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:11,821 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:11,837 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:11,853 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,869 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,884 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:33:11,900 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:11,915 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:11,930 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:33:11,945 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:33:11,960 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:33:11,979 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 04:33:11,995 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:33:12,011 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 04:33:12,021 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 04:33:12,035 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:12,050 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:12,064 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:12,079 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:12,093 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 04:33:12,107 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,123 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,140 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,156 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,173 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:33:12,187 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:33:12,202 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,216 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,232 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,248 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 04:33:12,296 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 04:33:12,325 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 04:33:12,356 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 04:33:12,539 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,555 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,571 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:33:12,587 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,603 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,619 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,635 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,651 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,664 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:12,680 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:33:12,694 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:33:12,710 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 04:33:12,725 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:33:12,739 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:33:12,753 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 04:33:12,781 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:33:12,795 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:33:12,809 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:33:12,823 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:33:12,838 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,854 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,866 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,880 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,894 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,905 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,921 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,937 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:33:12,953 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,969 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:12,985 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,000 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,014 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,030 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,046 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,064 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,080 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,096 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,113 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,127 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,140 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,154 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:13,169 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:33:13,186 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,200 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,214 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,229 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:33:13,244 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:33:13,259 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,275 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,290 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,303 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,319 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:13,333 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,348 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,365 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,380 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,398 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,412 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,429 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,445 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,459 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,473 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,490 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,507 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:13,523 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:13,539 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:13,552 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,566 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,581 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,594 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:13,610 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:13,628 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,642 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:13,658 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,672 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,688 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,704 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,717 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,732 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,748 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,764 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,778 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,794 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,810 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,825 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,839 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:13,855 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,872 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,889 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:13,903 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,919 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,933 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,949 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,963 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,977 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:13,993 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,009 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,023 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,039 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,055 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,071 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:14,087 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:14,101 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:14,114 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:14,128 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:14,142 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:14,156 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,170 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,186 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,200 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,215 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,230 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,246 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:14,262 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,279 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,293 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,306 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,322 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,338 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,354 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:14,370 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:14,384 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:14,398 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,410 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,427 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,443 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,458 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,473 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,485 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,499 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,514 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,530 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,543 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,559 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,574 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,590 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:14,604 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:14,620 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,634 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:14,650 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,666 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:14,681 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,697 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,713 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,729 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,745 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,761 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,777 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,793 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,807 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,823 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,838 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,852 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,866 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,879 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,896 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,910 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,926 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,942 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:14,953 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,968 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:14,985 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,001 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,015 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,032 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,048 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,062 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,077 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,094 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,110 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,123 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,136 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,153 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:15,170 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:15,186 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:15,199 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:15,215 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:15,231 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,247 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,263 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,277 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,293 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,306 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,322 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,336 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,350 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,366 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,380 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,396 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,413 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,429 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,445 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,461 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,477 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,492 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,509 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,525 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,542 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,558 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,568 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,583 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,597 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,612 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,628 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,644 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,657 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,673 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:15,688 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:33:15,703 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,719 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,735 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,749 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,765 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,781 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,797 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,812 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,828 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,844 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,860 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:15,874 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:15,890 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:15,906 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:15,920 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:33:15,935 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,951 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,964 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,979 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:15,993 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,008 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,025 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,041 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,057 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,073 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,089 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,103 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,117 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:16,132 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,146 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,160 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,176 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,191 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,207 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,224 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,238 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,252 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,269 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,285 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,299 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,314 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,328 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,344 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:16,359 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,376 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,391 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,406 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,416 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,433 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,450 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,464 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,479 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,495 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,511 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,526 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,542 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,557 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,574 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 04:33:16,589 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:33:16,605 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:33:16,623 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:33:16,639 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:33:16,653 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:33:16,669 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:33:16,685 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 04:33:16,700 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 04:33:16,713 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:16,729 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:16,744 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:16,760 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 04:33:16,768 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:16,782 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:33:16,795 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,808 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 04:33:16,821 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,837 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,852 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,869 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:33:16,882 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,897 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,912 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,924 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,941 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:33:16,955 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:16,971 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:16,987 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,003 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,019 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,031 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,045 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,060 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,076 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,092 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,107 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,121 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,131 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,143 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,156 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,168 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,183 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,197 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:17,212 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:17,229 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:17,245 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:17,260 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:17,276 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,293 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,309 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,325 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,341 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,356 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,372 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,389 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,403 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:33:17,417 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,432 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,445 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,462 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,475 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,491 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,506 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,524 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,540 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,554 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,569 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,584 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,599 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,615 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,628 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,641 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,657 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 04:33:17,673 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:17,688 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:17,704 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:17,720 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:17,737 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 04:33:17,753 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,769 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,782 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:33:17,799 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,810 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,824 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,840 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:33:17,852 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,868 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,884 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:33:17,900 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,916 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,932 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:33:17,947 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:33:17,962 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,975 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:17,991 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,004 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,019 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,034 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,047 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,062 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,076 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,092 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,107 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,124 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,139 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,155 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,169 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,181 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,198 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,211 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,225 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,242 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,257 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,273 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,287 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,301 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,317 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,333 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,349 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,363 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,377 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,392 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,408 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,424 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,440 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,455 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,471 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,486 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,502 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,518 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:33:18,534 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,549 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:18,565 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,579 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,595 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,611 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,627 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:33:18,640 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:33:18,656 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:33:18,671 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:33:18,688 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 04:33:21,541 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:33:21,557 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 04:33:22,023 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 04:33:22,236 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 04:33:22,989 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:33:23,005 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 04:33:23,053 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 04:33:23,214 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:23,228 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 04:33:23,361 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 04:33:23,376 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 04:33:23,528 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 04:33:24,127 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:33:24,140 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 04:33:24,170 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:33:24,185 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 04:33:24,202 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:24,216 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:24,231 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:24,246 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 04:33:24,264 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:33:41,753 semantic_segmentation INFO: Iters: 134410/150000 || Lr: 0.002607 || Task Loss: 0.3906 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:24 || Estimated Time: 7:37:44
2023-07-27 04:33:59,329 semantic_segmentation INFO: Iters: 134420/150000 || Lr: 0.002605 || Task Loss: 0.3396 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:41 || Estimated Time: 7:37:26
2023-07-27 04:34:17,423 semantic_segmentation INFO: Iters: 134430/150000 || Lr: 0.002604 || Task Loss: 0.4205 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:59 || Estimated Time: 7:37:08
2023-07-27 04:34:35,342 semantic_segmentation INFO: Iters: 134440/150000 || Lr: 0.002602 || Task Loss: 0.3080 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:17 || Estimated Time: 7:36:51
2023-07-27 04:34:53,454 semantic_segmentation INFO: Iters: 134450/150000 || Lr: 0.002601 || Task Loss: 0.4217 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:35 || Estimated Time: 7:36:33
2023-07-27 04:35:11,247 semantic_segmentation INFO: Iters: 134460/150000 || Lr: 0.002599 || Task Loss: 0.2356 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:53 || Estimated Time: 7:36:16
2023-07-27 04:35:29,601 semantic_segmentation INFO: Iters: 134470/150000 || Lr: 0.002598 || Task Loss: 0.3452 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:11 || Estimated Time: 7:35:58
2023-07-27 04:35:47,918 semantic_segmentation INFO: Iters: 134480/150000 || Lr: 0.002596 || Task Loss: 0.3533 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:30 || Estimated Time: 7:35:41
2023-07-27 04:36:05,661 semantic_segmentation INFO: Iters: 134490/150000 || Lr: 0.002595 || Task Loss: 0.3608 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:47 || Estimated Time: 7:35:23
2023-07-27 04:36:24,282 semantic_segmentation INFO: Iters: 134500/150000 || Lr: 0.002593 || Task Loss: 0.3294 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:06 || Estimated Time: 7:35:06
2023-07-27 04:36:42,412 semantic_segmentation INFO: Iters: 134510/150000 || Lr: 0.002592 || Task Loss: 0.3284 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:24 || Estimated Time: 7:34:48
2023-07-27 04:37:00,753 semantic_segmentation INFO: Iters: 134520/150000 || Lr: 0.002590 || Task Loss: 0.3887 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:43 || Estimated Time: 7:34:30
2023-07-27 04:37:19,212 semantic_segmentation INFO: Iters: 134530/150000 || Lr: 0.002589 || Task Loss: 0.2711 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:01 || Estimated Time: 7:34:13
2023-07-27 04:37:37,172 semantic_segmentation INFO: Iters: 134540/150000 || Lr: 0.002587 || Task Loss: 0.2852 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:19 || Estimated Time: 7:33:55
2023-07-27 04:37:54,872 semantic_segmentation INFO: Iters: 134550/150000 || Lr: 0.002586 || Task Loss: 0.3349 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:37 || Estimated Time: 7:33:38
2023-07-27 04:38:13,468 semantic_segmentation INFO: Iters: 134560/150000 || Lr: 0.002584 || Task Loss: 0.3259 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:55 || Estimated Time: 7:33:20
2023-07-27 04:38:31,427 semantic_segmentation INFO: Iters: 134570/150000 || Lr: 0.002583 || Task Loss: 0.3000 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:13 || Estimated Time: 7:33:03
2023-07-27 04:38:49,635 semantic_segmentation INFO: Iters: 134580/150000 || Lr: 0.002581 || Task Loss: 0.3192 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:31 || Estimated Time: 7:32:45
2023-07-27 04:39:07,535 semantic_segmentation INFO: Iters: 134590/150000 || Lr: 0.002580 || Task Loss: 0.3588 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:49 || Estimated Time: 7:32:28
2023-07-27 04:39:25,430 semantic_segmentation INFO: Iters: 134600/150000 || Lr: 0.002578 || Task Loss: 0.2561 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:07 || Estimated Time: 7:32:10
2023-07-27 04:39:43,717 semantic_segmentation INFO: Iters: 134610/150000 || Lr: 0.002577 || Task Loss: 0.2855 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:25 || Estimated Time: 7:31:52
2023-07-27 04:40:01,471 semantic_segmentation INFO: Iters: 134620/150000 || Lr: 0.002575 || Task Loss: 0.3932 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:43 || Estimated Time: 7:31:35
2023-07-27 04:40:19,958 semantic_segmentation INFO: Iters: 134630/150000 || Lr: 0.002574 || Task Loss: 0.2834 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:02 || Estimated Time: 7:31:17
2023-07-27 04:40:38,096 semantic_segmentation INFO: Iters: 134640/150000 || Lr: 0.002572 || Task Loss: 0.3283 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:20 || Estimated Time: 7:31:00
2023-07-27 04:40:56,040 semantic_segmentation INFO: Iters: 134650/150000 || Lr: 0.002571 || Task Loss: 0.5030 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:38 || Estimated Time: 7:30:42
2023-07-27 04:41:13,824 semantic_segmentation INFO: Iters: 134660/150000 || Lr: 0.002569 || Task Loss: 0.4487 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:56 || Estimated Time: 7:30:25
2023-07-27 04:41:32,194 semantic_segmentation INFO: Iters: 134670/150000 || Lr: 0.002568 || Task Loss: 0.2664 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:14 || Estimated Time: 7:30:07
2023-07-27 04:41:50,335 semantic_segmentation INFO: Iters: 134680/150000 || Lr: 0.002566 || Task Loss: 0.3129 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:32 || Estimated Time: 7:29:49
2023-07-27 04:42:08,047 semantic_segmentation INFO: Iters: 134690/150000 || Lr: 0.002565 || Task Loss: 0.3518 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:50 || Estimated Time: 7:29:32
2023-07-27 04:42:25,979 semantic_segmentation INFO: Iters: 134700/150000 || Lr: 0.002563 || Task Loss: 0.2772 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:08 || Estimated Time: 7:29:14
2023-07-27 04:42:44,345 semantic_segmentation INFO: Iters: 134710/150000 || Lr: 0.002562 || Task Loss: 0.3306 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:26 || Estimated Time: 7:28:57
2023-07-27 04:43:02,445 semantic_segmentation INFO: Iters: 134720/150000 || Lr: 0.002560 || Task Loss: 0.3668 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:44 || Estimated Time: 7:28:39
2023-07-27 04:43:20,616 semantic_segmentation INFO: Iters: 134730/150000 || Lr: 0.002559 || Task Loss: 0.4566 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:02 || Estimated Time: 7:28:22
2023-07-27 04:43:38,856 semantic_segmentation INFO: Iters: 134740/150000 || Lr: 0.002557 || Task Loss: 0.2908 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:21 || Estimated Time: 7:28:04
2023-07-27 04:43:56,779 semantic_segmentation INFO: Iters: 134750/150000 || Lr: 0.002556 || Task Loss: 0.3186 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:39 || Estimated Time: 7:27:46
2023-07-27 04:44:14,704 semantic_segmentation INFO: Iters: 134760/150000 || Lr: 0.002554 || Task Loss: 0.3691 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:56 || Estimated Time: 7:27:29
2023-07-27 04:44:33,273 semantic_segmentation INFO: Iters: 134770/150000 || Lr: 0.002553 || Task Loss: 0.2433 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:15 || Estimated Time: 7:27:11
2023-07-27 04:44:51,350 semantic_segmentation INFO: Iters: 134780/150000 || Lr: 0.002551 || Task Loss: 0.3761 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:33 || Estimated Time: 7:26:54
2023-07-27 04:45:09,380 semantic_segmentation INFO: Iters: 134790/150000 || Lr: 0.002550 || Task Loss: 0.3255 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:51 || Estimated Time: 7:26:36
2023-07-27 04:45:27,631 semantic_segmentation INFO: Iters: 134800/150000 || Lr: 0.002548 || Task Loss: 0.3165 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:09 || Estimated Time: 7:26:19
2023-07-27 04:45:45,715 semantic_segmentation INFO: Iters: 134810/150000 || Lr: 0.002547 || Task Loss: 0.3368 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:27 || Estimated Time: 7:26:01
2023-07-27 04:46:03,364 semantic_segmentation INFO: Iters: 134820/150000 || Lr: 0.002545 || Task Loss: 0.2824 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:45 || Estimated Time: 7:25:44
2023-07-27 04:46:21,705 semantic_segmentation INFO: Iters: 134830/150000 || Lr: 0.002544 || Task Loss: 0.4717 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:03 || Estimated Time: 7:25:26
2023-07-27 04:46:39,726 semantic_segmentation INFO: Iters: 134840/150000 || Lr: 0.002542 || Task Loss: 0.3221 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:22 || Estimated Time: 7:25:08
2023-07-27 04:46:57,822 semantic_segmentation INFO: Iters: 134850/150000 || Lr: 0.002541 || Task Loss: 0.3926 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:40 || Estimated Time: 7:24:51
2023-07-27 04:47:16,077 semantic_segmentation INFO: Iters: 134860/150000 || Lr: 0.002539 || Task Loss: 0.3595 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:58 || Estimated Time: 7:24:33
2023-07-27 04:47:33,870 semantic_segmentation INFO: Iters: 134870/150000 || Lr: 0.002538 || Task Loss: 0.3407 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:16 || Estimated Time: 7:24:16
2023-07-27 04:47:52,047 semantic_segmentation INFO: Iters: 134880/150000 || Lr: 0.002536 || Task Loss: 0.4538 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:34 || Estimated Time: 7:23:58
2023-07-27 04:48:10,041 semantic_segmentation INFO: Iters: 134890/150000 || Lr: 0.002535 || Task Loss: 0.3228 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:52 || Estimated Time: 7:23:41
2023-07-27 04:48:27,919 semantic_segmentation INFO: Iters: 134900/150000 || Lr: 0.002533 || Task Loss: 0.2938 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:10 || Estimated Time: 7:23:23
2023-07-27 04:48:46,287 semantic_segmentation INFO: Iters: 134910/150000 || Lr: 0.002532 || Task Loss: 0.4101 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:28 || Estimated Time: 7:23:05
2023-07-27 04:49:04,399 semantic_segmentation INFO: Iters: 134920/150000 || Lr: 0.002530 || Task Loss: 0.3109 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:46 || Estimated Time: 7:22:48
2023-07-27 04:49:22,342 semantic_segmentation INFO: Iters: 134930/150000 || Lr: 0.002529 || Task Loss: 0.2379 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:04 || Estimated Time: 7:22:30
2023-07-27 04:49:40,448 semantic_segmentation INFO: Iters: 134940/150000 || Lr: 0.002527 || Task Loss: 0.3284 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:22 || Estimated Time: 7:22:13
2023-07-27 04:49:59,197 semantic_segmentation INFO: Iters: 134950/150000 || Lr: 0.002526 || Task Loss: 0.4065 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:41 || Estimated Time: 7:21:55
2023-07-27 04:50:16,928 semantic_segmentation INFO: Iters: 134960/150000 || Lr: 0.002524 || Task Loss: 0.3194 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:59 || Estimated Time: 7:21:38
2023-07-27 04:50:35,139 semantic_segmentation INFO: Iters: 134970/150000 || Lr: 0.002523 || Task Loss: 0.3503 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:17 || Estimated Time: 7:21:20
2023-07-27 04:50:53,381 semantic_segmentation INFO: Iters: 134980/150000 || Lr: 0.002521 || Task Loss: 0.4266 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:35 || Estimated Time: 7:21:03
2023-07-27 04:51:11,496 semantic_segmentation INFO: Iters: 134990/150000 || Lr: 0.002520 || Task Loss: 0.3828 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:53 || Estimated Time: 7:20:45
2023-07-27 04:51:29,901 semantic_segmentation INFO: Iters: 135000/150000 || Lr: 0.002518 || Task Loss: 0.3066 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:12 || Estimated Time: 7:20:27
2023-07-27 04:51:48,243 semantic_segmentation INFO: Iters: 135010/150000 || Lr: 0.002516 || Task Loss: 0.5503 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:30 || Estimated Time: 7:20:10
2023-07-27 04:52:06,153 semantic_segmentation INFO: Iters: 135020/150000 || Lr: 0.002515 || Task Loss: 0.2821 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:48 || Estimated Time: 7:19:52
2023-07-27 04:52:24,318 semantic_segmentation INFO: Iters: 135030/150000 || Lr: 0.002513 || Task Loss: 0.4710 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:06 || Estimated Time: 7:19:35
2023-07-27 04:52:42,267 semantic_segmentation INFO: Iters: 135040/150000 || Lr: 0.002512 || Task Loss: 0.3475 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:24 || Estimated Time: 7:19:17
2023-07-27 04:53:00,499 semantic_segmentation INFO: Iters: 135050/150000 || Lr: 0.002510 || Task Loss: 0.3491 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:42 || Estimated Time: 7:19:00
2023-07-27 04:53:18,453 semantic_segmentation INFO: Iters: 135060/150000 || Lr: 0.002509 || Task Loss: 0.3457 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:00 || Estimated Time: 7:18:42
2023-07-27 04:53:36,760 semantic_segmentation INFO: Iters: 135070/150000 || Lr: 0.002507 || Task Loss: 0.4374 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:19 || Estimated Time: 7:18:25
2023-07-27 04:53:54,985 semantic_segmentation INFO: Iters: 135080/150000 || Lr: 0.002506 || Task Loss: 0.3243 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:37 || Estimated Time: 7:18:07
2023-07-27 04:54:13,180 semantic_segmentation INFO: Iters: 135090/150000 || Lr: 0.002504 || Task Loss: 0.3995 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:55 || Estimated Time: 7:17:49
2023-07-27 04:54:31,722 semantic_segmentation INFO: Iters: 135100/150000 || Lr: 0.002503 || Task Loss: 0.2287 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:07:14 || Estimated Time: 7:17:32
2023-07-27 04:54:49,167 semantic_segmentation INFO: Iters: 135110/150000 || Lr: 0.002501 || Task Loss: 0.2513 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:07:31 || Estimated Time: 7:17:14
2023-07-27 04:55:07,229 semantic_segmentation INFO: Iters: 135120/150000 || Lr: 0.002500 || Task Loss: 0.2299 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:07:49 || Estimated Time: 7:16:57
2023-07-27 04:55:25,564 semantic_segmentation INFO: Iters: 135130/150000 || Lr: 0.002498 || Task Loss: 0.3635 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:07 || Estimated Time: 7:16:39
2023-07-27 04:55:43,516 semantic_segmentation INFO: Iters: 135140/150000 || Lr: 0.002497 || Task Loss: 0.2510 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:25 || Estimated Time: 7:16:22
2023-07-27 04:56:01,662 semantic_segmentation INFO: Iters: 135150/150000 || Lr: 0.002495 || Task Loss: 0.2923 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:43 || Estimated Time: 7:16:04
2023-07-27 04:56:19,774 semantic_segmentation INFO: Iters: 135160/150000 || Lr: 0.002494 || Task Loss: 0.3570 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:02 || Estimated Time: 7:15:46
2023-07-27 04:56:37,967 semantic_segmentation INFO: Iters: 135170/150000 || Lr: 0.002492 || Task Loss: 0.3156 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:20 || Estimated Time: 7:15:29
2023-07-27 04:56:56,120 semantic_segmentation INFO: Iters: 135180/150000 || Lr: 0.002491 || Task Loss: 0.2928 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:38 || Estimated Time: 7:15:11
2023-07-27 04:57:14,255 semantic_segmentation INFO: Iters: 135190/150000 || Lr: 0.002489 || Task Loss: 0.3513 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:56 || Estimated Time: 7:14:54
2023-07-27 04:57:32,000 semantic_segmentation INFO: Iters: 135200/150000 || Lr: 0.002488 || Task Loss: 0.3221 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:10:14 || Estimated Time: 7:14:36
2023-07-27 04:57:32,128 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:57:32,518 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.090
2023-07-27 04:57:32,545 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.132
2023-07-27 04:57:32,559 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.150
2023-07-27 04:57:32,575 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.152
2023-07-27 04:57:32,590 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.224
2023-07-27 04:57:32,604 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.270
2023-07-27 04:57:32,620 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.312
2023-07-27 04:57:32,636 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.316
2023-07-27 04:57:32,650 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.356
2023-07-27 04:57:32,666 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.402
2023-07-27 04:57:32,682 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.405
2023-07-27 04:57:32,699 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.441
2023-07-27 04:57:32,713 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.914, mIoU: 0.411
2023-07-27 04:57:32,729 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.913, mIoU: 0.394
2023-07-27 04:57:32,745 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.383
2023-07-27 04:57:32,759 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.379
2023-07-27 04:57:32,771 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.378
2023-07-27 04:57:32,785 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.377
2023-07-27 04:57:32,801 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.919, mIoU: 0.381
2023-07-27 04:57:32,819 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.919, mIoU: 0.426
2023-07-27 04:57:32,836 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.923, mIoU: 0.427
2023-07-27 04:57:32,853 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.438
2023-07-27 04:57:32,869 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 04:57:32,887 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.923, mIoU: 0.468
2023-07-27 04:57:32,904 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.467
2023-07-27 04:57:32,919 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.469
2023-07-27 04:57:32,935 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.921, mIoU: 0.469
2023-07-27 04:57:32,947 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.923, mIoU: 0.468
2023-07-27 04:57:32,964 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.456
2023-07-27 04:57:32,980 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.457
2023-07-27 04:57:32,995 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.457
2023-07-27 04:57:33,012 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.456
2023-07-27 04:57:33,028 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.467
2023-07-27 04:57:33,045 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.466
2023-07-27 04:57:33,061 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.483
2023-07-27 04:57:33,078 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.483
2023-07-27 04:57:33,093 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.485
2023-07-27 04:57:33,107 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.529
2023-07-27 04:57:33,125 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.522
2023-07-27 04:57:33,138 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.521
2023-07-27 04:57:33,153 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.547
2023-07-27 04:57:33,168 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.547
2023-07-27 04:57:33,184 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.546
2023-07-27 04:57:33,198 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.546
2023-07-27 04:57:33,214 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.548
2023-07-27 04:57:33,231 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.553
2023-07-27 04:57:33,245 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 04:57:33,259 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 04:57:33,274 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 04:57:33,292 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-27 04:57:33,309 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 04:57:33,325 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.560
2023-07-27 04:57:33,339 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.558
2023-07-27 04:57:33,356 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.558
2023-07-27 04:57:33,372 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.562
2023-07-27 04:57:33,386 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 04:57:33,403 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.555
2023-07-27 04:57:33,421 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.554
2023-07-27 04:57:33,435 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.556
2023-07-27 04:57:33,451 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-27 04:57:33,465 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-27 04:57:33,481 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-27 04:57:33,495 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.602
2023-07-27 04:57:33,514 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.607
2023-07-27 04:57:33,528 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.607
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2023-07-27 04:57:33,575 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.653
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2023-07-27 04:57:33,624 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.673
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2023-07-27 04:57:33,654 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.665
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2023-07-27 04:57:33,685 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.666
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2023-07-27 04:57:33,718 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-27 04:57:33,727 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.659
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2023-07-27 04:57:33,839 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.657
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2023-07-27 04:57:33,872 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.655
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2023-07-27 04:57:33,904 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 04:57:33,918 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.663
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2023-07-27 04:57:33,951 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 04:57:33,967 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 04:57:33,984 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 04:57:34,000 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-27 04:57:34,016 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-27 04:57:34,486 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.650
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2023-07-27 04:57:34,510 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.653
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2023-07-27 04:57:35,010 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-27 04:57:36,006 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-27 04:57:36,193 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-27 04:57:36,259 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-27 04:57:37,576 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.915, mIoU: 0.645
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2023-07-27 04:57:38,011 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.916, mIoU: 0.648
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2023-07-27 04:57:38,102 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-27 04:57:38,119 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.913, mIoU: 0.641
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2023-07-27 04:57:38,246 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-27 04:57:39,049 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 04:57:39,065 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 04:57:39,078 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 04:57:39,096 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,110 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 04:57:39,142 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 04:57:39,172 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-27 04:57:39,281 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-27 04:57:39,313 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 04:57:39,329 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-27 04:57:39,403 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:57:39,421 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:57:39,437 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 04:57:39,453 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 04:57:39,468 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.638
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2023-07-27 04:57:39,497 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,511 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,522 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,537 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 04:57:39,551 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 04:57:39,568 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,584 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,601 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 04:57:39,618 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 04:57:39,634 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,643 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 04:57:39,654 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.916, mIoU: 0.638
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2023-07-27 04:57:39,682 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 04:57:39,698 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 04:57:39,712 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 04:57:39,728 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 04:57:39,745 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 04:57:39,761 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-27 04:57:39,792 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-27 04:57:39,822 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-27 04:57:39,852 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-27 04:57:39,880 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 04:57:39,895 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 04:57:39,910 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-27 04:57:39,926 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 04:57:39,941 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 04:57:39,957 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:57:39,967 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:57:39,981 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 04:57:39,996 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 04:57:40,012 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:57:40,025 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 04:57:40,039 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 04:57:40,053 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 04:57:40,068 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,085 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,100 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,109 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,125 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,141 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,155 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,171 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,187 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,201 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,218 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,232 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,250 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 04:57:40,266 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:57:40,283 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 04:57:40,299 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,314 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,327 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,343 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,359 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 04:57:40,373 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,389 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,406 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,422 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-27 04:57:40,452 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 04:57:40,467 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,483 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,498 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 04:57:40,514 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:57:40,529 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:57:40,543 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:57:40,559 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 04:57:40,574 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 04:57:40,588 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 04:57:40,604 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 04:57:40,617 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:57:40,633 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 04:57:40,647 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 04:57:40,659 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 04:57:40,673 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 04:57:40,689 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,705 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,720 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,736 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,746 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,761 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,778 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,794 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,810 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 04:57:40,826 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,840 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 04:57:40,902 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 04:57:40,929 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,944 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,959 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,975 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:40,988 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 04:57:41,004 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:57:41,021 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:57:41,038 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 04:57:41,069 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 04:57:41,131 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 04:57:41,176 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 04:57:41,237 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 04:57:41,252 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 04:57:41,269 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 04:57:41,859 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 04:57:41,906 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-27 04:57:41,935 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 04:57:42,042 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,058 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,075 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,091 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,107 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,124 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,139 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,155 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:42,171 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:42,187 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:42,207 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:42,224 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,240 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,251 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,264 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,280 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,294 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,309 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,322 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,336 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,351 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,368 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,383 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,399 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,412 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,427 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,441 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,456 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,472 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,489 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,505 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:42,521 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,537 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,550 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,566 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:42,582 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:42,596 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:42,610 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:42,624 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:42,641 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:42,657 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:42,671 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:42,686 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:42,703 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,719 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,732 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,746 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,754 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,769 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:42,786 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,802 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,818 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,834 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:42,850 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,866 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,882 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:57:42,895 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:57:42,911 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:57:42,926 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:57:42,942 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 04:57:42,958 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:42,971 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:42,985 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:42,998 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:43,013 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:43,027 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,040 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,054 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,069 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:43,086 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:43,098 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:43,113 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:43,127 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:43,139 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:43,154 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:43,170 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,186 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,202 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,218 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,233 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,247 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,264 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,279 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,297 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,314 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,330 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,346 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,360 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,373 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,386 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:43,402 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,419 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,432 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,446 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,462 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,477 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,494 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,510 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,526 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,540 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,555 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:43,570 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,585 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,601 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,616 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,633 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,648 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,664 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,681 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,694 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,708 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,725 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,741 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:43,757 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:43,773 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:43,786 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,799 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,814 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:43,828 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:43,843 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,861 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:43,875 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:43,891 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:43,905 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:43,921 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:43,938 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:43,952 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:43,965 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:43,981 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:43,997 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,011 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,027 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:44,042 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:44,057 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:44,071 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:44,087 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,103 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,121 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,135 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,150 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,164 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,181 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,194 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,208 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,224 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,240 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,254 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,270 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,287 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,304 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,321 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,335 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,349 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,364 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,378 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,392 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,406 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,422 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,436 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,450 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,465 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,482 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,497 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:44,514 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,528 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,542 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,558 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,574 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,590 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,606 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:44,620 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:44,633 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,646 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:44,662 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,679 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,694 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,709 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:44,721 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,735 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,751 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,767 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:44,781 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,797 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,811 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,828 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,842 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,858 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,872 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,888 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,903 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:44,917 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,934 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,950 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,966 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,981 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:44,997 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,013 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,028 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,043 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,059 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,074 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,088 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,102 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,116 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,133 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:45,147 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,165 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,181 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,193 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,208 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,225 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,240 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,254 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,270 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,285 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,299 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,314 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,331 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:45,346 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:45,360 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,372 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,390 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,406 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,422 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,435 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,451 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:45,467 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,483 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,499 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,512 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,528 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,542 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,558 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,572 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,586 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,603 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,616 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,632 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,647 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,663 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,678 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,694 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,708 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,724 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,740 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,756 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,773 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,789 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,799 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,814 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,828 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,844 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:45,860 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:45,876 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:45,890 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,906 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,922 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,937 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,954 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 04:57:45,971 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:45,984 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,001 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,016 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,032 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,046 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,061 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,077 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,093 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:46,106 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:46,122 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:46,138 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:46,152 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:46,167 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,183 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,198 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,213 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,227 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,243 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,259 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,275 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,291 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:46,307 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:46,323 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,337 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,351 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:46,366 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:46,380 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:46,394 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:46,410 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:46,426 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,441 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,458 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,472 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,485 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,502 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,518 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,532 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,547 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,561 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,578 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,593 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,610 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 04:57:46,626 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:46,641 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:46,651 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:46,668 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:46,685 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,698 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,714 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,730 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,745 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,759 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,775 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,790 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,807 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 04:57:46,823 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 04:57:46,838 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 04:57:46,855 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:46,871 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:46,884 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 04:57:46,900 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 04:57:46,915 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 04:57:46,930 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:46,943 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 04:57:46,959 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:46,975 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:46,991 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:46,999 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:47,013 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:47,026 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:47,040 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 04:57:47,052 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:47,067 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:47,083 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:47,098 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 04:57:47,111 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:47,124 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:47,140 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:47,151 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 04:57:47,168 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:47,181 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,197 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,213 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,229 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,244 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,256 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,270 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,285 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,301 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,317 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,332 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,346 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,356 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,368 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,381 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,393 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,409 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,422 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,438 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,454 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,470 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,484 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:47,500 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,515 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,531 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,547 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,562 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,577 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,593 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,609 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,623 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,636 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,652 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:47,665 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 04:57:47,681 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,695 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,710 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,725 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,744 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,760 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,775 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,791 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,808 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:47,824 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,840 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,854 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,868 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,884 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,900 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,916 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 04:57:47,932 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 04:57:47,949 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 04:57:47,965 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 04:57:47,980 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:47,996 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,009 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,025 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,036 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,049 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,065 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 04:57:48,077 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:48,092 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 04:57:48,108 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:48,123 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,140 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 04:57:48,156 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,173 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,189 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,202 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,218 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,232 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,248 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,264 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,278 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,293 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,307 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,323 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,339 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 04:57:48,355 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,371 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,386 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,400 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,413 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,429 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,442 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,456 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,472 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,488 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,503 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,516 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,529 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,545 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,561 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,577 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,591 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,605 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,620 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,636 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,652 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,668 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,683 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,699 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,714 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,729 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 04:57:48,745 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 04:57:48,761 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,776 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,791 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,805 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,821 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,837 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,853 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,866 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 04:57:48,881 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,896 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,912 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,926 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,941 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,956 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,971 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:48,987 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,003 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,019 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,033 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,049 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,066 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,080 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,096 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,110 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,119 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,134 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,150 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,164 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,180 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:49,196 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,210 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:49,224 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:49,240 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:49,255 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:49,271 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:49,289 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:49,304 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:49,321 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 04:57:49,336 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,350 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,365 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,381 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,396 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,409 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,423 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,439 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,455 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:49,471 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,487 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,500 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,516 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,531 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,545 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,561 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,577 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,592 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,608 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,622 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,638 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,653 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,669 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,685 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:49,698 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,714 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,728 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,741 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,754 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,769 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,785 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,800 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,816 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,826 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,840 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,856 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,872 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,885 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,901 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,917 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,933 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,946 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:49,961 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,976 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:49,990 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,005 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,018 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,032 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,048 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 04:57:50,096 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,110 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,126 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,142 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,155 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:50,171 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:50,187 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,203 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,219 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,232 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,246 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,262 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,277 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,292 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:50,306 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 04:57:50,338 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 04:57:50,424 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 04:57:50,454 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 04:57:50,469 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:50,483 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 04:57:50,611 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 04:57:50,639 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 04:57:50,672 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,685 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 04:57:50,728 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:50,744 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 04:57:50,759 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,772 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,788 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,804 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,820 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,832 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,847 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,863 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,874 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,890 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,905 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,921 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,934 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:50,947 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,963 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,978 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:50,993 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,007 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,023 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,037 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,051 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:51,067 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 04:57:51,083 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,099 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,115 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,132 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,146 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,163 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,178 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,194 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,210 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 04:57:51,224 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,237 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,254 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,269 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:51,285 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,298 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,312 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,327 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 04:57:51,342 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,355 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,369 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,384 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,399 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,414 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,429 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,444 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,461 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,475 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,490 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,506 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,520 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,535 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,551 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,567 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,582 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,598 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,613 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,629 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,644 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,660 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,675 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,691 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,706 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:51,722 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,738 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,751 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,765 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,780 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,796 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,809 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,824 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,840 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,855 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,871 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,887 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,903 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,919 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:51,933 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,947 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,961 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,975 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:51,989 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,004 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,020 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,034 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,048 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,063 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,075 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,090 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,106 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,122 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:52,138 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:52,153 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:52,167 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:52,182 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:52,198 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,212 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,228 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,244 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,260 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,275 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,291 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,307 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,323 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,339 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,352 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,368 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,383 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,399 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,414 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:52,427 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:52,443 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 04:57:52,458 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,474 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,490 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,505 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,521 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,537 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,548 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,562 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,576 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,589 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,606 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,622 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,636 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,649 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,663 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,677 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,693 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,708 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,724 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,740 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,754 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,770 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,786 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,800 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,816 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,831 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,845 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,861 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,873 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,889 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,905 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 04:57:52,920 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,936 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,950 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,963 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,978 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:52,993 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,008 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,021 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,034 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,050 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,065 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,080 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,094 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,109 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,127 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,144 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,159 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,176 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,183 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,199 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,213 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,227 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,242 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,258 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 04:57:53,273 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:53,290 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 04:57:53,305 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 04:57:53,366 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 04:57:53,459 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:57:53,474 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 04:57:53,489 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 04:57:53,597 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,613 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,629 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,645 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,659 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,675 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,689 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,704 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,720 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,735 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,750 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,763 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,779 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,794 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,809 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,824 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,838 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,854 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,869 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,882 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:53,896 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,910 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,926 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,942 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,957 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,973 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:53,989 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:54,003 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:54,013 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:54,029 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:54,042 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:54,058 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 04:57:54,073 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,089 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 04:57:54,104 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,116 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,126 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,143 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,158 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,174 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,187 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,202 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,218 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,231 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,246 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,261 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,276 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,290 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,303 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,318 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,334 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,350 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,363 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,379 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,395 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,410 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,427 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,441 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,455 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 04:57:54,471 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 04:57:54,488 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 04:58:12,079 semantic_segmentation INFO: Iters: 135210/150000 || Lr: 0.002486 || Task Loss: 0.3194 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:10:54 || Estimated Time: 7:14:21
2023-07-27 04:58:29,916 semantic_segmentation INFO: Iters: 135220/150000 || Lr: 0.002485 || Task Loss: 0.2273 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:12 || Estimated Time: 7:14:03
2023-07-27 04:58:47,741 semantic_segmentation INFO: Iters: 135230/150000 || Lr: 0.002483 || Task Loss: 0.2892 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:30 || Estimated Time: 7:13:46
2023-07-27 04:59:06,305 semantic_segmentation INFO: Iters: 135240/150000 || Lr: 0.002482 || Task Loss: 0.3823 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:48 || Estimated Time: 7:13:28
2023-07-27 04:59:24,244 semantic_segmentation INFO: Iters: 135250/150000 || Lr: 0.002480 || Task Loss: 0.3618 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:06 || Estimated Time: 7:13:11
2023-07-27 04:59:42,202 semantic_segmentation INFO: Iters: 135260/150000 || Lr: 0.002479 || Task Loss: 0.3522 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:24 || Estimated Time: 7:12:53
2023-07-27 05:00:00,618 semantic_segmentation INFO: Iters: 135270/150000 || Lr: 0.002477 || Task Loss: 0.3770 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:42 || Estimated Time: 7:12:36
2023-07-27 05:00:18,602 semantic_segmentation INFO: Iters: 135280/150000 || Lr: 0.002476 || Task Loss: 0.3231 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:00 || Estimated Time: 7:12:18
2023-07-27 05:00:36,774 semantic_segmentation INFO: Iters: 135290/150000 || Lr: 0.002474 || Task Loss: 0.2528 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:19 || Estimated Time: 7:12:00
2023-07-27 05:00:54,946 semantic_segmentation INFO: Iters: 135300/150000 || Lr: 0.002473 || Task Loss: 0.3461 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:37 || Estimated Time: 7:11:43
2023-07-27 05:01:12,636 semantic_segmentation INFO: Iters: 135310/150000 || Lr: 0.002471 || Task Loss: 0.3444 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:54 || Estimated Time: 7:11:25
2023-07-27 05:01:30,765 semantic_segmentation INFO: Iters: 135320/150000 || Lr: 0.002470 || Task Loss: 0.2994 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:13 || Estimated Time: 7:11:08
2023-07-27 05:01:49,028 semantic_segmentation INFO: Iters: 135330/150000 || Lr: 0.002468 || Task Loss: 0.4101 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:31 || Estimated Time: 7:10:50
2023-07-27 05:02:07,121 semantic_segmentation INFO: Iters: 135340/150000 || Lr: 0.002467 || Task Loss: 0.3374 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:49 || Estimated Time: 7:10:33
2023-07-27 05:02:25,752 semantic_segmentation INFO: Iters: 135350/150000 || Lr: 0.002465 || Task Loss: 0.2708 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:08 || Estimated Time: 7:10:15
2023-07-27 05:02:43,624 semantic_segmentation INFO: Iters: 135360/150000 || Lr: 0.002464 || Task Loss: 0.3731 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:25 || Estimated Time: 7:09:57
2023-07-27 05:03:01,793 semantic_segmentation INFO: Iters: 135370/150000 || Lr: 0.002462 || Task Loss: 0.3756 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:44 || Estimated Time: 7:09:40
2023-07-27 05:03:19,698 semantic_segmentation INFO: Iters: 135380/150000 || Lr: 0.002461 || Task Loss: 0.3871 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:01 || Estimated Time: 7:09:22
2023-07-27 05:03:37,923 semantic_segmentation INFO: Iters: 135390/150000 || Lr: 0.002459 || Task Loss: 0.2491 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:20 || Estimated Time: 7:09:05
2023-07-27 05:03:56,383 semantic_segmentation INFO: Iters: 135400/150000 || Lr: 0.002457 || Task Loss: 0.3835 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:38 || Estimated Time: 7:08:47
2023-07-27 05:04:14,589 semantic_segmentation INFO: Iters: 135410/150000 || Lr: 0.002456 || Task Loss: 0.3646 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:56 || Estimated Time: 7:08:30
2023-07-27 05:04:32,180 semantic_segmentation INFO: Iters: 135420/150000 || Lr: 0.002454 || Task Loss: 0.3203 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:14 || Estimated Time: 7:08:12
2023-07-27 05:04:50,050 semantic_segmentation INFO: Iters: 135430/150000 || Lr: 0.002453 || Task Loss: 0.2112 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:32 || Estimated Time: 7:07:54
2023-07-27 05:05:08,380 semantic_segmentation INFO: Iters: 135440/150000 || Lr: 0.002451 || Task Loss: 0.2566 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:50 || Estimated Time: 7:07:37
2023-07-27 05:05:26,827 semantic_segmentation INFO: Iters: 135450/150000 || Lr: 0.002450 || Task Loss: 0.2684 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:09 || Estimated Time: 7:07:19
2023-07-27 05:05:44,930 semantic_segmentation INFO: Iters: 135460/150000 || Lr: 0.002448 || Task Loss: 0.3456 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:27 || Estimated Time: 7:07:02
2023-07-27 05:06:02,678 semantic_segmentation INFO: Iters: 135470/150000 || Lr: 0.002447 || Task Loss: 0.3793 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:44 || Estimated Time: 7:06:44
2023-07-27 05:06:21,394 semantic_segmentation INFO: Iters: 135480/150000 || Lr: 0.002445 || Task Loss: 0.3041 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:03 || Estimated Time: 7:06:27
2023-07-27 05:06:39,400 semantic_segmentation INFO: Iters: 135490/150000 || Lr: 0.002444 || Task Loss: 0.3116 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:21 || Estimated Time: 7:06:09
2023-07-27 05:06:57,160 semantic_segmentation INFO: Iters: 135500/150000 || Lr: 0.002442 || Task Loss: 0.4267 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:39 || Estimated Time: 7:05:51
2023-07-27 05:07:15,469 semantic_segmentation INFO: Iters: 135510/150000 || Lr: 0.002441 || Task Loss: 0.2628 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:57 || Estimated Time: 7:05:34
2023-07-27 05:07:34,009 semantic_segmentation INFO: Iters: 135520/150000 || Lr: 0.002439 || Task Loss: 0.3798 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:16 || Estimated Time: 7:05:16
2023-07-27 05:07:52,295 semantic_segmentation INFO: Iters: 135530/150000 || Lr: 0.002438 || Task Loss: 0.3192 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:34 || Estimated Time: 7:04:59
2023-07-27 05:08:10,320 semantic_segmentation INFO: Iters: 135540/150000 || Lr: 0.002436 || Task Loss: 0.3153 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:52 || Estimated Time: 7:04:41
2023-07-27 05:08:28,875 semantic_segmentation INFO: Iters: 135550/150000 || Lr: 0.002435 || Task Loss: 0.2663 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:11 || Estimated Time: 7:04:24
2023-07-27 05:08:46,688 semantic_segmentation INFO: Iters: 135560/150000 || Lr: 0.002433 || Task Loss: 0.4302 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:28 || Estimated Time: 7:04:06
2023-07-27 05:09:04,816 semantic_segmentation INFO: Iters: 135570/150000 || Lr: 0.002432 || Task Loss: 0.3547 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:47 || Estimated Time: 7:03:49
2023-07-27 05:09:22,919 semantic_segmentation INFO: Iters: 135580/150000 || Lr: 0.002430 || Task Loss: 0.4023 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:05 || Estimated Time: 7:03:31
2023-07-27 05:09:41,123 semantic_segmentation INFO: Iters: 135590/150000 || Lr: 0.002429 || Task Loss: 0.2797 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:23 || Estimated Time: 7:03:13
2023-07-27 05:09:58,878 semantic_segmentation INFO: Iters: 135600/150000 || Lr: 0.002427 || Task Loss: 0.2686 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:41 || Estimated Time: 7:02:56
2023-07-27 05:10:16,839 semantic_segmentation INFO: Iters: 135610/150000 || Lr: 0.002426 || Task Loss: 0.3243 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:59 || Estimated Time: 7:02:38
2023-07-27 05:10:35,110 semantic_segmentation INFO: Iters: 135620/150000 || Lr: 0.002424 || Task Loss: 0.4469 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:17 || Estimated Time: 7:02:21
2023-07-27 05:10:53,598 semantic_segmentation INFO: Iters: 135630/150000 || Lr: 0.002423 || Task Loss: 0.3724 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:35 || Estimated Time: 7:02:03
2023-07-27 05:11:11,646 semantic_segmentation INFO: Iters: 135640/150000 || Lr: 0.002421 || Task Loss: 0.3547 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:53 || Estimated Time: 7:01:46
2023-07-27 05:11:29,778 semantic_segmentation INFO: Iters: 135650/150000 || Lr: 0.002420 || Task Loss: 0.2264 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:12 || Estimated Time: 7:01:28
2023-07-27 05:11:47,619 semantic_segmentation INFO: Iters: 135660/150000 || Lr: 0.002418 || Task Loss: 0.4193 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:29 || Estimated Time: 7:01:10
2023-07-27 05:12:05,439 semantic_segmentation INFO: Iters: 135670/150000 || Lr: 0.002417 || Task Loss: 0.4353 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:47 || Estimated Time: 7:00:53
2023-07-27 05:12:23,266 semantic_segmentation INFO: Iters: 135680/150000 || Lr: 0.002415 || Task Loss: 0.3935 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:05 || Estimated Time: 7:00:35
2023-07-27 05:12:41,481 semantic_segmentation INFO: Iters: 135690/150000 || Lr: 0.002414 || Task Loss: 0.4125 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:23 || Estimated Time: 7:00:18
2023-07-27 05:12:59,728 semantic_segmentation INFO: Iters: 135700/150000 || Lr: 0.002412 || Task Loss: 0.3285 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:42 || Estimated Time: 7:00:00
2023-07-27 05:13:17,864 semantic_segmentation INFO: Iters: 135710/150000 || Lr: 0.002410 || Task Loss: 0.4213 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:00 || Estimated Time: 6:59:43
2023-07-27 05:13:35,556 semantic_segmentation INFO: Iters: 135720/150000 || Lr: 0.002409 || Task Loss: 0.3916 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:17 || Estimated Time: 6:59:25
2023-07-27 05:13:53,844 semantic_segmentation INFO: Iters: 135730/150000 || Lr: 0.002407 || Task Loss: 0.4029 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:36 || Estimated Time: 6:59:07
2023-07-27 05:14:11,660 semantic_segmentation INFO: Iters: 135740/150000 || Lr: 0.002406 || Task Loss: 0.3603 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:53 || Estimated Time: 6:58:50
2023-07-27 05:14:29,937 semantic_segmentation INFO: Iters: 135750/150000 || Lr: 0.002404 || Task Loss: 0.1903 || KD Loss: 0.0205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:12 || Estimated Time: 6:58:32
2023-07-27 05:14:47,837 semantic_segmentation INFO: Iters: 135760/150000 || Lr: 0.002403 || Task Loss: 0.2982 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:30 || Estimated Time: 6:58:15
2023-07-27 05:15:05,662 semantic_segmentation INFO: Iters: 135770/150000 || Lr: 0.002401 || Task Loss: 0.3625 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:47 || Estimated Time: 6:57:57
2023-07-27 05:15:23,993 semantic_segmentation INFO: Iters: 135780/150000 || Lr: 0.002400 || Task Loss: 0.3843 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:06 || Estimated Time: 6:57:39
2023-07-27 05:15:41,780 semantic_segmentation INFO: Iters: 135790/150000 || Lr: 0.002398 || Task Loss: 0.2382 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:24 || Estimated Time: 6:57:22
2023-07-27 05:16:00,279 semantic_segmentation INFO: Iters: 135800/150000 || Lr: 0.002397 || Task Loss: 0.3130 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:42 || Estimated Time: 6:57:04
2023-07-27 05:16:17,971 semantic_segmentation INFO: Iters: 135810/150000 || Lr: 0.002395 || Task Loss: 0.4442 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:00 || Estimated Time: 6:56:47
2023-07-27 05:16:36,212 semantic_segmentation INFO: Iters: 135820/150000 || Lr: 0.002394 || Task Loss: 0.2373 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:18 || Estimated Time: 6:56:29
2023-07-27 05:16:54,406 semantic_segmentation INFO: Iters: 135830/150000 || Lr: 0.002392 || Task Loss: 0.4333 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:36 || Estimated Time: 6:56:12
2023-07-27 05:17:12,284 semantic_segmentation INFO: Iters: 135840/150000 || Lr: 0.002391 || Task Loss: 0.2685 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:54 || Estimated Time: 6:55:54
2023-07-27 05:17:30,484 semantic_segmentation INFO: Iters: 135850/150000 || Lr: 0.002389 || Task Loss: 0.4053 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:30:12 || Estimated Time: 6:55:36
2023-07-27 05:17:48,384 semantic_segmentation INFO: Iters: 135860/150000 || Lr: 0.002388 || Task Loss: 0.2286 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:30:30 || Estimated Time: 6:55:19
2023-07-27 05:18:06,720 semantic_segmentation INFO: Iters: 135870/150000 || Lr: 0.002386 || Task Loss: 0.4179 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:30:49 || Estimated Time: 6:55:01
2023-07-27 05:18:24,534 semantic_segmentation INFO: Iters: 135880/150000 || Lr: 0.002385 || Task Loss: 0.2082 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:06 || Estimated Time: 6:54:44
2023-07-27 05:18:42,330 semantic_segmentation INFO: Iters: 135890/150000 || Lr: 0.002383 || Task Loss: 0.2972 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:24 || Estimated Time: 6:54:26
2023-07-27 05:19:00,893 semantic_segmentation INFO: Iters: 135900/150000 || Lr: 0.002382 || Task Loss: 0.3776 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:43 || Estimated Time: 6:54:09
2023-07-27 05:19:18,656 semantic_segmentation INFO: Iters: 135910/150000 || Lr: 0.002380 || Task Loss: 0.2142 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:00 || Estimated Time: 6:53:51
2023-07-27 05:19:36,428 semantic_segmentation INFO: Iters: 135920/150000 || Lr: 0.002379 || Task Loss: 0.3535 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:18 || Estimated Time: 6:53:33
2023-07-27 05:19:54,508 semantic_segmentation INFO: Iters: 135930/150000 || Lr: 0.002377 || Task Loss: 0.5213 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:36 || Estimated Time: 6:53:16
2023-07-27 05:20:13,161 semantic_segmentation INFO: Iters: 135940/150000 || Lr: 0.002376 || Task Loss: 0.3492 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:55 || Estimated Time: 6:52:58
2023-07-27 05:20:31,494 semantic_segmentation INFO: Iters: 135950/150000 || Lr: 0.002374 || Task Loss: 0.3033 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:13 || Estimated Time: 6:52:41
2023-07-27 05:20:49,524 semantic_segmentation INFO: Iters: 135960/150000 || Lr: 0.002372 || Task Loss: 0.3343 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:31 || Estimated Time: 6:52:23
2023-07-27 05:21:07,312 semantic_segmentation INFO: Iters: 135970/150000 || Lr: 0.002371 || Task Loss: 0.4893 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:49 || Estimated Time: 6:52:06
2023-07-27 05:21:25,218 semantic_segmentation INFO: Iters: 135980/150000 || Lr: 0.002369 || Task Loss: 0.2467 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:07 || Estimated Time: 6:51:48
2023-07-27 05:21:43,874 semantic_segmentation INFO: Iters: 135990/150000 || Lr: 0.002368 || Task Loss: 0.3595 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:26 || Estimated Time: 6:51:30
2023-07-27 05:22:01,889 semantic_segmentation INFO: Iters: 136000/150000 || Lr: 0.002366 || Task Loss: 0.2508 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:44 || Estimated Time: 6:51:13
2023-07-27 05:22:02,014 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 05:22:02,401 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-27 05:22:02,415 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.132
2023-07-27 05:22:02,429 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.151
2023-07-27 05:22:02,444 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.153
2023-07-27 05:22:02,459 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.225
2023-07-27 05:22:02,473 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.271
2023-07-27 05:22:02,489 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.313
2023-07-27 05:22:02,505 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.317
2023-07-27 05:22:02,519 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.349
2023-07-27 05:22:02,535 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.395
2023-07-27 05:22:02,551 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.397
2023-07-27 05:22:02,567 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.437
2023-07-27 05:22:02,581 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.409
2023-07-27 05:22:02,597 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.914, mIoU: 0.389
2023-07-27 05:22:02,613 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.916, mIoU: 0.379
2023-07-27 05:22:02,627 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.375
2023-07-27 05:22:02,638 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.373
2023-07-27 05:22:02,652 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.915, mIoU: 0.371
2023-07-27 05:22:02,668 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.379
2023-07-27 05:22:02,686 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.423
2023-07-27 05:22:02,702 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.424
2023-07-27 05:22:02,719 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.435
2023-07-27 05:22:02,735 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.463
2023-07-27 05:22:02,753 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.468
2023-07-27 05:22:02,770 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.469
2023-07-27 05:22:02,785 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.468
2023-07-27 05:22:02,801 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.469
2023-07-27 05:22:02,813 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.468
2023-07-27 05:22:02,829 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.456
2023-07-27 05:22:02,845 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.457
2023-07-27 05:22:02,860 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.456
2023-07-27 05:22:02,877 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.456
2023-07-27 05:22:02,893 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.465
2023-07-27 05:22:02,910 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.464
2023-07-27 05:22:02,926 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.481
2023-07-27 05:22:02,942 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.482
2023-07-27 05:22:02,957 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.484
2023-07-27 05:22:02,970 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.529
2023-07-27 05:22:02,988 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.522
2023-07-27 05:22:03,001 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.521
2023-07-27 05:22:03,015 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.548
2023-07-27 05:22:03,031 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.548
2023-07-27 05:22:03,046 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.547
2023-07-27 05:22:03,060 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.547
2023-07-27 05:22:03,076 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-27 05:22:03,092 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-27 05:22:03,106 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.563
2023-07-27 05:22:03,119 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.563
2023-07-27 05:22:03,134 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.566
2023-07-27 05:22:03,152 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.566
2023-07-27 05:22:03,168 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.563
2023-07-27 05:22:03,184 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.563
2023-07-27 05:22:03,198 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.561
2023-07-27 05:22:03,215 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.561
2023-07-27 05:22:03,231 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.565
2023-07-27 05:22:03,245 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-27 05:22:03,261 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 05:22:03,279 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.556
2023-07-27 05:22:03,294 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.559
2023-07-27 05:22:03,310 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.605
2023-07-27 05:22:03,325 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-27 05:22:03,342 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-27 05:22:03,356 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-27 05:22:03,376 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-27 05:22:03,390 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.610
2023-07-27 05:22:03,406 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-27 05:22:03,422 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.610
2023-07-27 05:22:03,436 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-27 05:22:03,453 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-27 05:22:03,469 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-27 05:22:03,486 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-27 05:22:03,500 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-27 05:22:03,516 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.671
2023-07-27 05:22:03,532 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-27 05:22:03,547 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-27 05:22:03,563 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-27 05:22:03,579 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.667
2023-07-27 05:22:03,589 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-27 05:22:03,605 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 05:22:03,622 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.667
2023-07-27 05:22:03,636 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-27 05:22:03,651 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-27 05:22:03,667 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 05:22:03,683 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 05:22:03,700 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.667
2023-07-27 05:22:03,716 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 05:22:03,733 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.665
2023-07-27 05:22:03,749 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.664
2023-07-27 05:22:03,765 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:03,779 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:03,795 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 05:22:03,812 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-27 05:22:03,828 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 05:22:03,844 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 05:22:03,860 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-27 05:22:03,875 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-27 05:22:03,889 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-27 05:22:03,903 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 05:22:03,919 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 05:22:03,934 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 05:22:03,949 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:22:03,965 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 05:22:03,979 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:03,994 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:22:04,010 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:04,024 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:04,039 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:04,055 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:04,069 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:04,083 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:04,097 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:22:04,111 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:22:04,129 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:04,145 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:04,162 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:04,177 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:04,192 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:04,209 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 05:22:04,223 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 05:22:04,239 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-27 05:22:04,255 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-27 05:22:04,269 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-27 05:22:04,284 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 05:22:04,300 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 05:22:04,317 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 05:22:04,325 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 05:22:04,338 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 05:22:04,355 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 05:22:04,364 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 05:22:04,378 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-27 05:22:04,394 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 05:22:04,410 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 05:22:04,424 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 05:22:04,440 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 05:22:04,454 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 05:22:04,467 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 05:22:04,483 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-27 05:22:04,497 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 05:22:04,513 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 05:22:04,526 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 05:22:04,542 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 05:22:04,558 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 05:22:04,574 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 05:22:04,591 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 05:22:04,606 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 05:22:04,622 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 05:22:04,637 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-27 05:22:04,652 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 05:22:04,663 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:22:04,679 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 05:22:04,695 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:22:04,709 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:22:04,725 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:22:04,739 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:22:04,753 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:22:04,769 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:22:04,785 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:04,801 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:22:04,817 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:22:04,833 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:22:04,849 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:22:04,864 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:04,878 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:22:04,894 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-27 05:22:07,915 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-27 05:22:08,084 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 05:22:08,165 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 05:22:08,181 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-27 05:22:08,323 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-27 05:22:08,413 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-27 05:22:08,619 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.917, mIoU: 0.640
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2023-07-27 05:22:08,709 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-27 05:22:08,973 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 05:22:09,287 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-27 05:22:09,456 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 05:22:09,473 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 05:22:09,498 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-27 05:22:09,522 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 05:22:09,536 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.918, mIoU: 0.648
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2023-07-27 05:22:09,582 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 05:22:09,599 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-27 05:22:09,819 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-27 05:22:09,932 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 05:22:09,948 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 05:22:09,963 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 05:22:10,063 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 05:22:10,223 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-27 05:22:10,553 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-27 05:22:10,927 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:10,944 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:10,958 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 05:22:10,990 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 05:22:11,112 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 05:22:11,128 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 05:22:11,141 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:11,156 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:11,170 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 05:22:11,185 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 05:22:11,301 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 05:22:11,331 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 05:22:11,404 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 05:22:11,542 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:11,558 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:11,570 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:11,587 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:11,603 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:11,620 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:11,634 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 05:22:11,666 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:11,683 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 05:22:11,731 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:11,747 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 05:22:11,822 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,837 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,851 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,866 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,881 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 05:22:11,913 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,930 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:11,946 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,962 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:11,978 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:11,993 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,008 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:22:12,023 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 05:22:12,039 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 05:22:12,059 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 05:22:12,074 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:22:12,090 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,101 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,115 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:22:12,130 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:22:12,144 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:12,160 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:12,174 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:12,187 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 05:22:12,220 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,235 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,251 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,265 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,280 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,294 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,309 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,325 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,342 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 05:22:12,374 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,390 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 05:22:12,404 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,420 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 05:22:12,436 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:12,450 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:12,464 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:12,479 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:12,496 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:12,512 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 05:22:12,525 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 05:22:12,622 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:12,638 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 05:22:12,747 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 05:22:12,794 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:12,811 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 05:22:12,824 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 05:22:12,838 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:12,867 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:12,882 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:12,896 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:12,909 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:12,924 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 05:22:12,940 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 05:22:12,952 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 05:22:12,980 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 05:22:13,053 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:13,068 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:13,083 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 05:22:13,112 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-27 05:22:13,179 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:13,196 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:13,209 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:13,223 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:13,237 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:13,253 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:13,271 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-27 05:22:13,315 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 05:22:13,693 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 05:22:13,773 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.675
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2023-07-27 05:22:13,803 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:13,817 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.675
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2023-07-27 05:22:13,879 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:13,895 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:13,910 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:13,924 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:13,939 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:13,955 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:13,972 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:13,986 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,000 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,014 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,030 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,043 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,056 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,071 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,087 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,100 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,115 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,131 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,147 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,164 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,177 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,190 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,205 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,219 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,232 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,246 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,262 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:14,276 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,290 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:14,305 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,321 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,337 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,354 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,368 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,382 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,399 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,415 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,431 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,447 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,461 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:14,475 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,487 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,503 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,520 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,535 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,550 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:14,562 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,576 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,591 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,607 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,621 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,637 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,650 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,666 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,680 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,696 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,709 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 05:22:14,725 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 05:22:14,740 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 05:22:14,754 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,771 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,786 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:14,802 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,818 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,834 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,850 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,866 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,881 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,897 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:14,913 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,927 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,941 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:14,955 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,972 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:14,986 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,004 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,019 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,032 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,047 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,064 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,079 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,093 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,109 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,124 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,138 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,153 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,170 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,186 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:15,200 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,213 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,231 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:15,247 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:15,263 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:15,277 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:15,293 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,309 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,326 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,342 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,355 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,371 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,385 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,400 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,415 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:15,428 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,444 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,458 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,473 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,488 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:22:15,504 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,518 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,534 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,548 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,563 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,580 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,595 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,612 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,628 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,639 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,655 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,670 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,686 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,702 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,719 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,732 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,748 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,764 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:22:15,780 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,797 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,815 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,830 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,847 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,863 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,878 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,892 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,908 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:15,923 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,939 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,953 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,969 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,985 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:15,999 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:16,014 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,030 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,043 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,058 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,072 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:16,087 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:16,103 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:16,119 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:16,135 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,151 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,167 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,181 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,195 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,210 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:16,224 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,238 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,253 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,269 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:16,285 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,301 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:16,315 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,328 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,345 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,361 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,375 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,391 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,405 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,421 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,436 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,453 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,469 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,485 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,495 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,512 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,528 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,542 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,558 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,574 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,589 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,603 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,619 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,634 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,650 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,666 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 05:22:16,681 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 05:22:16,698 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 05:22:16,714 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 05:22:16,727 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 05:22:16,743 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 05:22:16,758 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 05:22:16,772 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 05:22:16,786 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 05:22:16,802 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 05:22:16,818 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,835 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 05:22:16,842 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,856 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,870 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,883 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 05:22:16,896 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,912 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,927 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,943 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 05:22:16,956 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,970 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,986 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:16,997 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 05:22:17,014 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:17,027 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:17,043 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,059 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:17,074 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,090 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,102 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,116 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,131 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,146 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,162 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,177 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,191 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,201 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,213 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,227 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,239 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,255 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,269 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:17,285 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:17,301 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,318 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,332 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,348 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,365 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,380 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,397 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,412 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,427 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,442 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,459 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,472 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,486 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,501 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,515 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,532 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,546 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,562 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,577 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,596 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,613 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,628 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,646 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,663 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,679 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,695 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,710 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,724 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,740 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,757 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,773 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,789 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 05:22:17,806 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 05:22:17,822 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 05:22:17,837 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,853 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,866 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,882 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 05:22:17,893 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,906 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,922 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 05:22:17,934 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,949 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 05:22:17,964 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:17,980 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:17,996 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,011 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,027 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,043 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,056 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,072 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,086 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,102 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,118 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,131 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,147 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,160 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,176 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,192 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,208 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,224 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,239 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,253 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,266 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,282 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,296 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,310 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,326 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,341 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,356 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,370 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,384 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 05:22:18,400 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,416 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,432 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,446 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,461 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,477 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,493 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,509 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,525 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,540 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 05:22:18,556 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,571 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,586 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,602 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 05:22:18,618 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,633 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,649 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,662 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,678 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,693 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:18,710 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,722 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:22:18,738 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:18,753 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:18,769 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:18,782 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 05:22:18,797 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:18,812 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,827 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,843 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,859 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,876 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,890 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 05:22:18,906 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 05:22:18,923 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,937 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,953 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,967 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 05:22:18,976 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:18,992 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,008 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,022 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,038 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:19,054 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:19,067 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:19,081 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:19,096 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 05:22:19,112 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 05:22:19,127 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 05:22:19,145 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-27 05:22:19,191 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 05:22:19,219 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:19,234 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 05:22:19,263 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:19,277 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 05:22:19,293 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 05:22:19,354 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:19,400 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:19,541 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:19,587 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:19,685 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 05:22:19,698 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,715 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,732 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,746 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 05:22:19,868 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 05:22:19,881 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 05:22:20,161 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 05:22:21,193 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,207 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,220 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 05:22:21,251 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,266 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,281 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,296 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,312 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 05:22:21,356 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 05:22:21,369 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 05:22:22,600 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,615 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,632 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,645 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 05:22:22,661 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,677 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,690 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,706 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,718 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,735 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:22:22,750 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,766 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,781 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,795 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,808 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,823 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,839 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,853 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,867 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,880 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,895 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,910 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,926 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,939 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,955 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:22,973 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:22,990 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,006 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,022 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,030 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,046 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,060 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,073 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,089 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,105 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:22:23,120 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,136 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,152 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,168 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,184 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:23,198 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:23,214 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:23,231 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:22:23,246 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,263 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,278 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,295 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,309 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,324 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,339 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,355 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,369 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:23,383 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,399 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,415 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,430 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:23,446 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:22:23,462 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:22:23,478 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:22:23,494 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:22:23,508 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:22:23,524 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,538 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,553 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,570 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,586 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,601 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,615 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,631 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,647 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 05:22:23,662 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,678 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,693 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,709 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 05:22:23,724 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,738 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 05:22:23,753 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,767 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,783 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,799 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,815 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,831 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,847 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,862 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,872 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,888 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,901 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,917 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,933 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,948 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,964 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,976 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:23,986 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,003 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,019 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,034 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,048 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,064 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,079 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,093 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,108 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,123 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,137 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:22:24,152 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,165 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,181 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,198 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,215 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,230 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,246 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,262 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,278 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,295 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,309 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,325 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,341 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:22:24,359 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:22:42,440 semantic_segmentation INFO: Iters: 136010/150000 || Lr: 0.002365 || Task Loss: 0.2728 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:35:24 || Estimated Time: 6:50:58
2023-07-27 05:23:00,100 semantic_segmentation INFO: Iters: 136020/150000 || Lr: 0.002363 || Task Loss: 0.3449 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:35:42 || Estimated Time: 6:50:40
2023-07-27 05:23:18,023 semantic_segmentation INFO: Iters: 136030/150000 || Lr: 0.002362 || Task Loss: 0.5249 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:00 || Estimated Time: 6:50:22
2023-07-27 05:23:35,793 semantic_segmentation INFO: Iters: 136040/150000 || Lr: 0.002360 || Task Loss: 0.3293 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:18 || Estimated Time: 6:50:05
2023-07-27 05:23:54,441 semantic_segmentation INFO: Iters: 136050/150000 || Lr: 0.002359 || Task Loss: 0.2815 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:36 || Estimated Time: 6:49:47
2023-07-27 05:24:12,598 semantic_segmentation INFO: Iters: 136060/150000 || Lr: 0.002357 || Task Loss: 0.4824 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:54 || Estimated Time: 6:49:30
2023-07-27 05:24:31,176 semantic_segmentation INFO: Iters: 136070/150000 || Lr: 0.002356 || Task Loss: 0.4265 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:13 || Estimated Time: 6:49:12
2023-07-27 05:24:49,454 semantic_segmentation INFO: Iters: 136080/150000 || Lr: 0.002354 || Task Loss: 0.2598 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:31 || Estimated Time: 6:48:55
2023-07-27 05:25:07,258 semantic_segmentation INFO: Iters: 136090/150000 || Lr: 0.002353 || Task Loss: 0.2940 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:49 || Estimated Time: 6:48:37
2023-07-27 05:25:25,575 semantic_segmentation INFO: Iters: 136100/150000 || Lr: 0.002351 || Task Loss: 0.3722 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:07 || Estimated Time: 6:48:19
2023-07-27 05:25:43,485 semantic_segmentation INFO: Iters: 136110/150000 || Lr: 0.002350 || Task Loss: 0.2170 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:25 || Estimated Time: 6:48:02
2023-07-27 05:26:02,087 semantic_segmentation INFO: Iters: 136120/150000 || Lr: 0.002348 || Task Loss: 0.3913 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:44 || Estimated Time: 6:47:44
2023-07-27 05:26:20,095 semantic_segmentation INFO: Iters: 136130/150000 || Lr: 0.002347 || Task Loss: 0.3105 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:02 || Estimated Time: 6:47:27
2023-07-27 05:26:38,037 semantic_segmentation INFO: Iters: 136140/150000 || Lr: 0.002345 || Task Loss: 0.3029 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:20 || Estimated Time: 6:47:09
2023-07-27 05:26:55,994 semantic_segmentation INFO: Iters: 136150/150000 || Lr: 0.002344 || Task Loss: 0.3729 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:38 || Estimated Time: 6:46:51
2023-07-27 05:27:13,813 semantic_segmentation INFO: Iters: 136160/150000 || Lr: 0.002342 || Task Loss: 0.3243 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:56 || Estimated Time: 6:46:34
2023-07-27 05:27:31,884 semantic_segmentation INFO: Iters: 136170/150000 || Lr: 0.002341 || Task Loss: 0.3717 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:14 || Estimated Time: 6:46:16
2023-07-27 05:27:49,757 semantic_segmentation INFO: Iters: 136180/150000 || Lr: 0.002339 || Task Loss: 0.3074 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:32 || Estimated Time: 6:45:59
2023-07-27 05:28:08,069 semantic_segmentation INFO: Iters: 136190/150000 || Lr: 0.002337 || Task Loss: 0.4023 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:50 || Estimated Time: 6:45:41
2023-07-27 05:28:26,365 semantic_segmentation INFO: Iters: 136200/150000 || Lr: 0.002336 || Task Loss: 0.2784 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:08 || Estimated Time: 6:45:24
2023-07-27 05:28:44,607 semantic_segmentation INFO: Iters: 136210/150000 || Lr: 0.002334 || Task Loss: 0.3413 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:26 || Estimated Time: 6:45:06
2023-07-27 05:29:02,279 semantic_segmentation INFO: Iters: 136220/150000 || Lr: 0.002333 || Task Loss: 0.5175 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:44 || Estimated Time: 6:44:48
2023-07-27 05:29:20,099 semantic_segmentation INFO: Iters: 136230/150000 || Lr: 0.002331 || Task Loss: 0.3626 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:02 || Estimated Time: 6:44:31
2023-07-27 05:29:38,761 semantic_segmentation INFO: Iters: 136240/150000 || Lr: 0.002330 || Task Loss: 0.3220 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:21 || Estimated Time: 6:44:13
2023-07-27 05:29:57,036 semantic_segmentation INFO: Iters: 136250/150000 || Lr: 0.002328 || Task Loss: 0.2360 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:39 || Estimated Time: 6:43:56
2023-07-27 05:30:15,277 semantic_segmentation INFO: Iters: 136260/150000 || Lr: 0.002327 || Task Loss: 0.3890 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:57 || Estimated Time: 6:43:38
2023-07-27 05:30:33,658 semantic_segmentation INFO: Iters: 136270/150000 || Lr: 0.002325 || Task Loss: 0.3259 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:15 || Estimated Time: 6:43:21
2023-07-27 05:30:51,761 semantic_segmentation INFO: Iters: 136280/150000 || Lr: 0.002324 || Task Loss: 0.3184 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:34 || Estimated Time: 6:43:03
2023-07-27 05:31:09,463 semantic_segmentation INFO: Iters: 136290/150000 || Lr: 0.002322 || Task Loss: 0.3108 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:51 || Estimated Time: 6:42:45
2023-07-27 05:31:27,494 semantic_segmentation INFO: Iters: 136300/150000 || Lr: 0.002321 || Task Loss: 0.2762 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:09 || Estimated Time: 6:42:28
2023-07-27 05:31:45,336 semantic_segmentation INFO: Iters: 136310/150000 || Lr: 0.002319 || Task Loss: 0.3182 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:27 || Estimated Time: 6:42:10
2023-07-27 05:32:03,750 semantic_segmentation INFO: Iters: 136320/150000 || Lr: 0.002318 || Task Loss: 0.4299 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:46 || Estimated Time: 6:41:53
2023-07-27 05:32:21,730 semantic_segmentation INFO: Iters: 136330/150000 || Lr: 0.002316 || Task Loss: 0.2694 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:04 || Estimated Time: 6:41:35
2023-07-27 05:32:39,955 semantic_segmentation INFO: Iters: 136340/150000 || Lr: 0.002315 || Task Loss: 0.3235 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:22 || Estimated Time: 6:41:17
2023-07-27 05:32:58,162 semantic_segmentation INFO: Iters: 136350/150000 || Lr: 0.002313 || Task Loss: 0.4275 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:40 || Estimated Time: 6:41:00
2023-07-27 05:33:16,737 semantic_segmentation INFO: Iters: 136360/150000 || Lr: 0.002312 || Task Loss: 0.3162 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:59 || Estimated Time: 6:40:42
2023-07-27 05:33:34,406 semantic_segmentation INFO: Iters: 136370/150000 || Lr: 0.002310 || Task Loss: 0.3659 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:16 || Estimated Time: 6:40:25
2023-07-27 05:33:53,032 semantic_segmentation INFO: Iters: 136380/150000 || Lr: 0.002309 || Task Loss: 0.4268 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:35 || Estimated Time: 6:40:07
2023-07-27 05:34:11,394 semantic_segmentation INFO: Iters: 136390/150000 || Lr: 0.002307 || Task Loss: 0.5759 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:53 || Estimated Time: 6:39:50
2023-07-27 05:34:29,373 semantic_segmentation INFO: Iters: 136400/150000 || Lr: 0.002305 || Task Loss: 0.3363 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:11 || Estimated Time: 6:39:32
2023-07-27 05:34:47,181 semantic_segmentation INFO: Iters: 136410/150000 || Lr: 0.002304 || Task Loss: 0.2920 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:29 || Estimated Time: 6:39:14
2023-07-27 05:35:05,002 semantic_segmentation INFO: Iters: 136420/150000 || Lr: 0.002302 || Task Loss: 0.4580 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:47 || Estimated Time: 6:38:57
2023-07-27 05:35:23,217 semantic_segmentation INFO: Iters: 136430/150000 || Lr: 0.002301 || Task Loss: 0.3492 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:05 || Estimated Time: 6:38:39
2023-07-27 05:35:41,417 semantic_segmentation INFO: Iters: 136440/150000 || Lr: 0.002299 || Task Loss: 0.2885 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:23 || Estimated Time: 6:38:22
2023-07-27 05:35:59,310 semantic_segmentation INFO: Iters: 136450/150000 || Lr: 0.002298 || Task Loss: 0.3455 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:41 || Estimated Time: 6:38:04
2023-07-27 05:36:17,182 semantic_segmentation INFO: Iters: 136460/150000 || Lr: 0.002296 || Task Loss: 0.3217 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:59 || Estimated Time: 6:37:47
2023-07-27 05:36:35,695 semantic_segmentation INFO: Iters: 136470/150000 || Lr: 0.002295 || Task Loss: 0.2924 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:17 || Estimated Time: 6:37:29
2023-07-27 05:36:53,821 semantic_segmentation INFO: Iters: 136480/150000 || Lr: 0.002293 || Task Loss: 0.2942 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:36 || Estimated Time: 6:37:11
2023-07-27 05:37:11,988 semantic_segmentation INFO: Iters: 136490/150000 || Lr: 0.002292 || Task Loss: 0.2700 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:54 || Estimated Time: 6:36:54
2023-07-27 05:37:29,765 semantic_segmentation INFO: Iters: 136500/150000 || Lr: 0.002290 || Task Loss: 0.3767 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:12 || Estimated Time: 6:36:36
2023-07-27 05:37:47,666 semantic_segmentation INFO: Iters: 136510/150000 || Lr: 0.002289 || Task Loss: 0.4224 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:29 || Estimated Time: 6:36:19
2023-07-27 05:38:06,004 semantic_segmentation INFO: Iters: 136520/150000 || Lr: 0.002287 || Task Loss: 0.3779 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:48 || Estimated Time: 6:36:01
2023-07-27 05:38:24,548 semantic_segmentation INFO: Iters: 136530/150000 || Lr: 0.002286 || Task Loss: 0.3687 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:06 || Estimated Time: 6:35:44
2023-07-27 05:38:42,412 semantic_segmentation INFO: Iters: 136540/150000 || Lr: 0.002284 || Task Loss: 0.3731 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:24 || Estimated Time: 6:35:26
2023-07-27 05:39:00,181 semantic_segmentation INFO: Iters: 136550/150000 || Lr: 0.002283 || Task Loss: 0.3758 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:42 || Estimated Time: 6:35:08
2023-07-27 05:39:18,393 semantic_segmentation INFO: Iters: 136560/150000 || Lr: 0.002281 || Task Loss: 0.3275 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:00 || Estimated Time: 6:34:51
2023-07-27 05:39:36,464 semantic_segmentation INFO: Iters: 136570/150000 || Lr: 0.002280 || Task Loss: 0.5303 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:18 || Estimated Time: 6:34:33
2023-07-27 05:39:54,294 semantic_segmentation INFO: Iters: 136580/150000 || Lr: 0.002278 || Task Loss: 0.2937 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:36 || Estimated Time: 6:34:16
2023-07-27 05:40:12,420 semantic_segmentation INFO: Iters: 136590/150000 || Lr: 0.002276 || Task Loss: 0.3223 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:54 || Estimated Time: 6:33:58
2023-07-27 05:40:30,786 semantic_segmentation INFO: Iters: 136600/150000 || Lr: 0.002275 || Task Loss: 0.3035 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:53:13 || Estimated Time: 6:33:40
2023-07-27 05:40:49,215 semantic_segmentation INFO: Iters: 136610/150000 || Lr: 0.002273 || Task Loss: 0.3760 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:53:31 || Estimated Time: 6:33:23
2023-07-27 05:41:07,481 semantic_segmentation INFO: Iters: 136620/150000 || Lr: 0.002272 || Task Loss: 0.2549 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:53:49 || Estimated Time: 6:33:05
2023-07-27 05:41:25,205 semantic_segmentation INFO: Iters: 136630/150000 || Lr: 0.002270 || Task Loss: 0.2675 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:54:07 || Estimated Time: 6:32:48
2023-07-27 05:41:42,885 semantic_segmentation INFO: Iters: 136640/150000 || Lr: 0.002269 || Task Loss: 0.4131 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:54:25 || Estimated Time: 6:32:30
2023-07-27 05:42:01,089 semantic_segmentation INFO: Iters: 136650/150000 || Lr: 0.002267 || Task Loss: 0.3311 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:54:43 || Estimated Time: 6:32:13
2023-07-27 05:42:19,341 semantic_segmentation INFO: Iters: 136660/150000 || Lr: 0.002266 || Task Loss: 0.2661 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:01 || Estimated Time: 6:31:55
2023-07-27 05:42:37,583 semantic_segmentation INFO: Iters: 136670/150000 || Lr: 0.002264 || Task Loss: 0.3635 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:19 || Estimated Time: 6:31:37
2023-07-27 05:42:55,263 semantic_segmentation INFO: Iters: 136680/150000 || Lr: 0.002263 || Task Loss: 0.3358 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:37 || Estimated Time: 6:31:20
2023-07-27 05:43:13,694 semantic_segmentation INFO: Iters: 136690/150000 || Lr: 0.002261 || Task Loss: 0.3512 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:55 || Estimated Time: 6:31:02
2023-07-27 05:43:31,357 semantic_segmentation INFO: Iters: 136700/150000 || Lr: 0.002260 || Task Loss: 0.3254 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:13 || Estimated Time: 6:30:45
2023-07-27 05:43:49,862 semantic_segmentation INFO: Iters: 136710/150000 || Lr: 0.002258 || Task Loss: 0.2503 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:32 || Estimated Time: 6:30:27
2023-07-27 05:44:07,670 semantic_segmentation INFO: Iters: 136720/150000 || Lr: 0.002257 || Task Loss: 0.2658 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:49 || Estimated Time: 6:30:09
2023-07-27 05:44:25,470 semantic_segmentation INFO: Iters: 136730/150000 || Lr: 0.002255 || Task Loss: 0.3332 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:07 || Estimated Time: 6:29:52
2023-07-27 05:44:44,030 semantic_segmentation INFO: Iters: 136740/150000 || Lr: 0.002254 || Task Loss: 0.3843 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:26 || Estimated Time: 6:29:34
2023-07-27 05:45:02,118 semantic_segmentation INFO: Iters: 136750/150000 || Lr: 0.002252 || Task Loss: 0.2764 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:44 || Estimated Time: 6:29:17
2023-07-27 05:45:19,976 semantic_segmentation INFO: Iters: 136760/150000 || Lr: 0.002250 || Task Loss: 0.2382 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:02 || Estimated Time: 6:28:59
2023-07-27 05:45:38,504 semantic_segmentation INFO: Iters: 136770/150000 || Lr: 0.002249 || Task Loss: 0.3159 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:20 || Estimated Time: 6:28:42
2023-07-27 05:45:56,950 semantic_segmentation INFO: Iters: 136780/150000 || Lr: 0.002247 || Task Loss: 0.3276 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:39 || Estimated Time: 6:28:24
2023-07-27 05:46:15,023 semantic_segmentation INFO: Iters: 136790/150000 || Lr: 0.002246 || Task Loss: 0.2859 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:57 || Estimated Time: 6:28:06
2023-07-27 05:46:33,455 semantic_segmentation INFO: Iters: 136800/150000 || Lr: 0.002244 || Task Loss: 0.4170 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:59:15 || Estimated Time: 6:27:49
2023-07-27 05:46:33,581 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 05:46:33,966 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.090
2023-07-27 05:46:33,993 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-27 05:46:34,007 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.144
2023-07-27 05:46:34,023 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.146
2023-07-27 05:46:34,038 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.219
2023-07-27 05:46:34,050 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.265
2023-07-27 05:46:34,065 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.306
2023-07-27 05:46:34,080 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.310
2023-07-27 05:46:34,094 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.349
2023-07-27 05:46:34,109 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.395
2023-07-27 05:46:34,124 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.398
2023-07-27 05:46:34,140 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.439
2023-07-27 05:46:34,154 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.431
2023-07-27 05:46:34,169 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.414
2023-07-27 05:46:34,184 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.404
2023-07-27 05:46:34,197 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.400
2023-07-27 05:46:34,208 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.397
2023-07-27 05:46:34,221 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.396
2023-07-27 05:46:34,236 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.402
2023-07-27 05:46:34,253 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.446
2023-07-27 05:46:34,269 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.446
2023-07-27 05:46:34,285 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.457
2023-07-27 05:46:34,300 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.488
2023-07-27 05:46:34,316 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.490
2023-07-27 05:46:34,333 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.488
2023-07-27 05:46:34,348 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.490
2023-07-27 05:46:34,364 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.490
2023-07-27 05:46:34,376 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.489
2023-07-27 05:46:34,392 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.476
2023-07-27 05:46:34,408 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.476
2023-07-27 05:46:34,422 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.476
2023-07-27 05:46:34,439 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.476
2023-07-27 05:46:34,455 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.486
2023-07-27 05:46:34,470 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.486
2023-07-27 05:46:34,486 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.517
2023-07-27 05:46:34,502 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.518
2023-07-27 05:46:34,515 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.520
2023-07-27 05:46:34,529 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.565
2023-07-27 05:46:34,546 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.544
2023-07-27 05:46:34,560 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.542
2023-07-27 05:46:34,575 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 05:46:34,591 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.568
2023-07-27 05:46:34,606 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.567
2023-07-27 05:46:34,621 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.567
2023-07-27 05:46:34,637 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-27 05:46:34,653 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.575
2023-07-27 05:46:34,668 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.582
2023-07-27 05:46:34,681 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.583
2023-07-27 05:46:34,697 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.585
2023-07-27 05:46:34,714 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.583
2023-07-27 05:46:34,731 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.581
2023-07-27 05:46:34,747 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.581
2023-07-27 05:46:34,760 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.577
2023-07-27 05:46:34,777 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.578
2023-07-27 05:46:34,792 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.582
2023-07-27 05:46:34,806 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.580
2023-07-27 05:46:34,822 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.577
2023-07-27 05:46:34,840 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.575
2023-07-27 05:46:34,854 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.577
2023-07-27 05:46:34,869 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 05:46:34,883 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 05:46:34,898 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-27 05:46:34,912 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-27 05:46:34,930 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 05:46:34,944 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-27 05:46:34,960 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-27 05:46:34,976 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-27 05:46:34,989 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-27 05:46:35,005 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-27 05:46:35,021 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-27 05:46:35,037 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-27 05:46:35,051 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-27 05:46:35,066 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 05:46:35,082 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-27 05:46:35,097 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-27 05:46:35,113 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-27 05:46:35,128 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.684
2023-07-27 05:46:35,138 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-27 05:46:35,154 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-27 05:46:35,171 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.683
2023-07-27 05:46:35,185 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-27 05:46:35,201 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-27 05:46:35,217 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-27 05:46:35,233 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-27 05:46:35,250 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 05:46:35,266 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-27 05:46:35,282 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 05:46:35,297 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 05:46:35,313 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-27 05:46:35,327 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 05:46:35,343 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:35,359 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 05:46:35,375 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:35,392 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-27 05:46:35,408 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-27 05:46:35,425 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-27 05:46:36,972 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.925, mIoU: 0.660
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2023-07-27 05:46:37,005 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-27 05:46:37,556 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-27 05:46:41,337 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 05:46:41,351 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 05:46:41,545 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 05:46:41,562 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 05:46:41,578 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 05:46:41,595 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 05:46:41,654 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 05:46:41,668 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 05:46:41,761 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 05:46:41,792 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 05:46:41,808 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 05:46:41,824 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:41,838 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:41,853 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:41,869 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 05:46:41,883 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:41,899 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:41,911 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:46:41,927 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 05:46:41,952 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:41,965 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:41,981 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:42,012 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:42,098 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-27 05:46:42,234 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:42,249 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:42,279 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 05:46:42,341 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:42,357 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-27 05:46:42,835 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:42,850 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:42,896 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:42,923 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:42,939 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:43,015 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 05:46:43,139 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 05:46:43,229 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 05:46:43,244 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 05:46:43,260 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 05:46:43,273 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-27 05:46:43,302 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-27 05:46:43,395 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-27 05:46:43,410 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 05:46:43,426 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-27 05:46:43,441 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.679
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2023-07-27 05:46:43,492 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-27 05:46:43,519 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-27 05:46:43,534 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-27 05:46:44,272 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,287 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,300 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,314 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,328 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,342 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,359 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,371 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,386 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,400 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,412 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,428 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 05:46:44,443 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:44,459 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:44,474 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,490 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,505 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,519 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:44,534 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,550 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,568 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,584 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:44,600 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:44,616 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:44,630 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 05:46:44,643 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 05:46:44,657 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,672 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,689 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,703 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,717 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:44,732 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:44,747 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:44,763 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,779 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,795 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,809 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,825 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:44,839 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,854 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,871 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,886 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,903 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,917 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,933 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,950 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,963 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,977 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:44,994 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:45,010 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:45,026 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:45,042 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:45,055 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:45,069 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:45,084 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:45,098 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:45,113 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,131 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,145 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,160 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,174 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,190 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,205 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,219 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,233 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,248 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,264 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,278 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,294 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,309 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,324 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,338 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,354 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,370 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,388 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,402 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,417 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:45,431 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:45,447 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:45,461 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:45,475 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:45,491 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,507 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,522 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,538 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,554 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,571 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:45,588 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,602 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:45,618 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,633 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,647 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,661 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,675 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,692 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,705 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,719 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,734 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,751 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,766 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,783 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,797 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,811 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,827 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,843 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:45,860 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 05:46:45,876 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 05:46:45,890 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:45,904 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,916 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,933 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,950 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,966 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,981 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:45,993 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,006 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,022 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,037 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,051 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,067 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,080 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,096 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,110 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,125 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,139 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,154 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,169 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,183 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:46,198 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,214 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,230 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,246 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,263 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,279 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,295 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,311 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,327 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,343 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,358 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,372 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,386 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,404 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,418 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,436 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,451 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,463 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,478 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,495 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,511 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,525 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,541 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,556 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,569 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,584 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,600 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,615 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:46,629 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,642 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,660 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,677 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,693 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,708 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,724 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:46,741 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,757 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,774 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,788 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,805 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,819 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 05:46:46,834 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 05:46:46,849 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,862 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,878 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,892 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,907 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,923 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,938 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,953 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:46,968 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,983 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:46,997 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,014 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,029 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,045 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,061 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,071 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,086 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,099 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,114 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,130 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,146 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,159 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,175 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,191 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,205 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,222 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,238 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,252 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,269 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,285 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,301 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,315 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,331 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,347 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,363 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,377 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,393 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,409 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,423 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:47,437 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,453 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,466 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,481 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,495 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,510 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,526 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,541 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,557 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,573 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,588 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,602 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,616 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,632 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,645 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,660 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,677 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:47,693 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,709 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,726 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,740 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,754 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,772 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,788 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,802 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,818 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,833 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,849 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,864 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,880 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,896 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,911 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:47,920 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:47,936 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:47,952 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:47,966 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:47,980 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:47,995 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,010 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,024 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,039 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,054 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,070 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,086 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,102 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,119 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,136 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,150 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,166 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,181 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,196 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 05:46:48,210 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,226 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,242 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,258 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,265 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 05:46:48,279 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,293 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,306 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,318 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:48,333 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:48,349 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:48,364 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:48,376 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,390 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,405 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,416 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,432 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,445 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,461 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,477 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,493 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,508 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:48,520 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:48,534 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:48,549 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 05:46:48,565 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,581 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,596 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,610 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,621 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,632 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,646 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,658 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,673 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,687 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,703 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,719 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,735 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,749 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:48,765 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:48,781 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,796 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,812 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,827 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,842 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,857 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,873 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,886 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:48,900 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,915 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,928 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,944 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,958 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,973 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:48,989 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,007 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,023 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,037 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,052 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,068 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 05:46:49,083 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,099 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,113 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,126 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,142 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,158 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,174 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 05:46:49,190 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 05:46:49,206 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 05:46:49,222 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 05:46:49,238 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 05:46:49,254 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 05:46:49,267 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 05:46:49,283 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,294 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,307 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 05:46:49,323 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 05:46:49,335 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:49,350 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:49,366 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:49,381 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,397 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 05:46:49,413 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 05:46:49,428 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 05:46:49,443 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,456 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,471 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,485 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,501 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,517 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,531 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,547 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,561 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,577 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,593 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,610 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,626 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,642 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,658 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,673 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,689 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,702 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,716 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,732 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,747 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,763 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,776 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,789 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,805 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,821 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,837 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,850 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,863 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,879 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,894 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,909 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,925 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:49,940 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,956 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,971 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:49,986 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:50,002 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 05:46:50,017 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,032 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,047 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:50,060 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 05:46:50,076 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:50,092 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 05:46:50,108 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:50,122 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 05:46:50,137 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,153 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,170 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,184 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,200 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 05:46:50,216 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 05:46:50,436 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 05:46:50,465 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 05:46:50,509 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 05:46:50,621 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 05:46:51,275 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 05:46:53,084 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,100 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,116 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,131 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,147 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,162 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,178 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,191 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,205 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,218 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,232 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,245 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,261 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,276 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,290 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 05:46:53,303 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,318 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,330 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,344 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,360 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,377 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,393 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,409 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,424 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,440 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,456 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,470 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,487 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,503 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,519 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,533 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:53,581 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,597 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,610 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:53,673 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 05:46:53,686 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,702 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 05:46:53,717 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,733 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,748 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 05:46:53,763 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,779 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,795 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,805 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,820 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,834 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-27 05:46:53,865 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:53,895 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:53,908 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,921 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,935 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,951 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:53,965 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,981 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:53,996 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 05:46:54,043 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:54,056 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 05:46:54,088 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:54,102 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:54,118 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 05:46:54,131 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 05:46:54,148 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 05:46:54,181 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:54,239 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,255 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:46:54,270 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:54,357 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,373 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:46:54,390 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,406 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,422 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,438 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,446 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 05:46:54,475 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,489 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,505 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,521 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 05:46:54,536 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:46:54,552 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 05:46:54,568 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 05:46:54,600 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 05:46:54,614 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 05:46:54,629 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 05:46:54,647 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 05:46:54,662 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 05:46:54,679 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 05:46:54,695 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,712 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,725 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,740 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,756 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,771 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,784 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:46:54,798 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:46:54,814 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:46:54,830 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:46:54,846 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 05:46:54,862 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:46:54,878 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 05:46:54,923 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:46:54,939 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 05:46:54,952 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 05:46:54,984 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,000 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,015 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,029 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,045 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 05:46:55,199 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,215 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,230 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 05:46:55,262 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,277 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 05:46:55,303 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,316 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,332 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 05:46:55,389 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,399 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 05:46:55,504 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 05:46:55,564 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,578 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,593 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,609 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,625 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,639 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,655 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,671 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,688 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 05:46:55,705 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,719 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,734 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,750 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 05:46:55,767 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 05:47:13,396 semantic_segmentation INFO: Iters: 136810/150000 || Lr: 0.002243 || Task Loss: 0.4693 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:59:55 || Estimated Time: 6:27:33
2023-07-27 05:47:31,019 semantic_segmentation INFO: Iters: 136820/150000 || Lr: 0.002241 || Task Loss: 0.3427 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:13 || Estimated Time: 6:27:16
2023-07-27 05:47:49,561 semantic_segmentation INFO: Iters: 136830/150000 || Lr: 0.002240 || Task Loss: 0.3910 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:31 || Estimated Time: 6:26:58
2023-07-27 05:48:07,579 semantic_segmentation INFO: Iters: 136840/150000 || Lr: 0.002238 || Task Loss: 0.3658 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:49 || Estimated Time: 6:26:41
2023-07-27 05:48:25,677 semantic_segmentation INFO: Iters: 136850/150000 || Lr: 0.002237 || Task Loss: 0.2781 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:07 || Estimated Time: 6:26:23
2023-07-27 05:48:43,759 semantic_segmentation INFO: Iters: 136860/150000 || Lr: 0.002235 || Task Loss: 0.2537 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:26 || Estimated Time: 6:26:05
2023-07-27 05:49:01,448 semantic_segmentation INFO: Iters: 136870/150000 || Lr: 0.002234 || Task Loss: 0.3981 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:43 || Estimated Time: 6:25:48
2023-07-27 05:49:19,639 semantic_segmentation INFO: Iters: 136880/150000 || Lr: 0.002232 || Task Loss: 0.4554 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:01 || Estimated Time: 6:25:30
2023-07-27 05:49:37,725 semantic_segmentation INFO: Iters: 136890/150000 || Lr: 0.002231 || Task Loss: 0.4434 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:20 || Estimated Time: 6:25:13
2023-07-27 05:49:55,476 semantic_segmentation INFO: Iters: 136900/150000 || Lr: 0.002229 || Task Loss: 0.3255 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:37 || Estimated Time: 6:24:55
2023-07-27 05:50:13,959 semantic_segmentation INFO: Iters: 136910/150000 || Lr: 0.002228 || Task Loss: 0.3003 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:56 || Estimated Time: 6:24:37
2023-07-27 05:50:31,641 semantic_segmentation INFO: Iters: 136920/150000 || Lr: 0.002226 || Task Loss: 0.2351 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:13 || Estimated Time: 6:24:20
2023-07-27 05:50:49,861 semantic_segmentation INFO: Iters: 136930/150000 || Lr: 0.002224 || Task Loss: 0.3420 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:32 || Estimated Time: 6:24:02
2023-07-27 05:51:08,172 semantic_segmentation INFO: Iters: 136940/150000 || Lr: 0.002223 || Task Loss: 0.3681 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:50 || Estimated Time: 6:23:45
2023-07-27 05:51:26,292 semantic_segmentation INFO: Iters: 136950/150000 || Lr: 0.002221 || Task Loss: 0.5270 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:08 || Estimated Time: 6:23:27
2023-07-27 05:51:44,206 semantic_segmentation INFO: Iters: 136960/150000 || Lr: 0.002220 || Task Loss: 0.2751 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:26 || Estimated Time: 6:23:10
2023-07-27 05:52:02,114 semantic_segmentation INFO: Iters: 136970/150000 || Lr: 0.002218 || Task Loss: 0.2372 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:44 || Estimated Time: 6:22:52
2023-07-27 05:52:19,972 semantic_segmentation INFO: Iters: 136980/150000 || Lr: 0.002217 || Task Loss: 0.3479 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:02 || Estimated Time: 6:22:34
2023-07-27 05:52:38,704 semantic_segmentation INFO: Iters: 136990/150000 || Lr: 0.002215 || Task Loss: 0.3448 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:20 || Estimated Time: 6:22:17
2023-07-27 05:52:56,747 semantic_segmentation INFO: Iters: 137000/150000 || Lr: 0.002214 || Task Loss: 0.4055 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:39 || Estimated Time: 6:21:59
2023-07-27 05:53:14,864 semantic_segmentation INFO: Iters: 137010/150000 || Lr: 0.002212 || Task Loss: 0.3889 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:57 || Estimated Time: 6:21:42
2023-07-27 05:53:32,994 semantic_segmentation INFO: Iters: 137020/150000 || Lr: 0.002211 || Task Loss: 0.3113 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:15 || Estimated Time: 6:21:24
2023-07-27 05:53:50,978 semantic_segmentation INFO: Iters: 137030/150000 || Lr: 0.002209 || Task Loss: 0.3178 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:33 || Estimated Time: 6:21:06
2023-07-27 05:54:09,209 semantic_segmentation INFO: Iters: 137040/150000 || Lr: 0.002208 || Task Loss: 0.3828 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:51 || Estimated Time: 6:20:49
2023-07-27 05:54:27,148 semantic_segmentation INFO: Iters: 137050/150000 || Lr: 0.002206 || Task Loss: 0.3967 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:09 || Estimated Time: 6:20:31
2023-07-27 05:54:45,485 semantic_segmentation INFO: Iters: 137060/150000 || Lr: 0.002205 || Task Loss: 0.3456 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:27 || Estimated Time: 6:20:14
2023-07-27 05:55:03,396 semantic_segmentation INFO: Iters: 137070/150000 || Lr: 0.002203 || Task Loss: 0.2425 || KD Loss: 0.0259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:45 || Estimated Time: 6:19:56
2023-07-27 05:55:21,766 semantic_segmentation INFO: Iters: 137080/150000 || Lr: 0.002201 || Task Loss: 0.3592 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:04 || Estimated Time: 6:19:39
2023-07-27 05:55:39,793 semantic_segmentation INFO: Iters: 137090/150000 || Lr: 0.002200 || Task Loss: 0.3650 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:22 || Estimated Time: 6:19:21
2023-07-27 05:55:57,555 semantic_segmentation INFO: Iters: 137100/150000 || Lr: 0.002198 || Task Loss: 0.3493 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:39 || Estimated Time: 6:19:03
2023-07-27 05:56:16,050 semantic_segmentation INFO: Iters: 137110/150000 || Lr: 0.002197 || Task Loss: 0.2891 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:58 || Estimated Time: 6:18:46
2023-07-27 05:56:34,186 semantic_segmentation INFO: Iters: 137120/150000 || Lr: 0.002195 || Task Loss: 0.3696 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:16 || Estimated Time: 6:18:28
2023-07-27 05:56:52,451 semantic_segmentation INFO: Iters: 137130/150000 || Lr: 0.002194 || Task Loss: 0.3196 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:34 || Estimated Time: 6:18:11
2023-07-27 05:57:10,530 semantic_segmentation INFO: Iters: 137140/150000 || Lr: 0.002192 || Task Loss: 0.3403 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:52 || Estimated Time: 6:17:53
2023-07-27 05:57:28,671 semantic_segmentation INFO: Iters: 137150/150000 || Lr: 0.002191 || Task Loss: 0.3552 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:10 || Estimated Time: 6:17:35
2023-07-27 05:57:46,929 semantic_segmentation INFO: Iters: 137160/150000 || Lr: 0.002189 || Task Loss: 0.3744 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:29 || Estimated Time: 6:17:18
2023-07-27 05:58:05,294 semantic_segmentation INFO: Iters: 137170/150000 || Lr: 0.002188 || Task Loss: 0.3721 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:47 || Estimated Time: 6:17:00
2023-07-27 05:58:23,199 semantic_segmentation INFO: Iters: 137180/150000 || Lr: 0.002186 || Task Loss: 0.3957 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:05 || Estimated Time: 6:16:43
2023-07-27 05:58:41,596 semantic_segmentation INFO: Iters: 137190/150000 || Lr: 0.002185 || Task Loss: 0.4452 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:23 || Estimated Time: 6:16:25
2023-07-27 05:58:59,503 semantic_segmentation INFO: Iters: 137200/150000 || Lr: 0.002183 || Task Loss: 0.3733 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:41 || Estimated Time: 6:16:08
2023-07-27 05:59:17,784 semantic_segmentation INFO: Iters: 137210/150000 || Lr: 0.002182 || Task Loss: 0.2829 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:00 || Estimated Time: 6:15:50
2023-07-27 05:59:35,974 semantic_segmentation INFO: Iters: 137220/150000 || Lr: 0.002180 || Task Loss: 0.2758 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:18 || Estimated Time: 6:15:32
2023-07-27 05:59:54,892 semantic_segmentation INFO: Iters: 137230/150000 || Lr: 0.002178 || Task Loss: 0.2776 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:37 || Estimated Time: 6:15:15
2023-07-27 06:00:12,366 semantic_segmentation INFO: Iters: 137240/150000 || Lr: 0.002177 || Task Loss: 0.2752 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:54 || Estimated Time: 6:14:57
2023-07-27 06:00:30,403 semantic_segmentation INFO: Iters: 137250/150000 || Lr: 0.002175 || Task Loss: 0.3164 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:12 || Estimated Time: 6:14:40
2023-07-27 06:00:48,835 semantic_segmentation INFO: Iters: 137260/150000 || Lr: 0.002174 || Task Loss: 0.3095 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:31 || Estimated Time: 6:14:22
2023-07-27 06:01:06,492 semantic_segmentation INFO: Iters: 137270/150000 || Lr: 0.002172 || Task Loss: 0.3545 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:48 || Estimated Time: 6:14:04
2023-07-27 06:01:24,813 semantic_segmentation INFO: Iters: 137280/150000 || Lr: 0.002171 || Task Loss: 0.4053 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:07 || Estimated Time: 6:13:47
2023-07-27 06:01:42,635 semantic_segmentation INFO: Iters: 137290/150000 || Lr: 0.002169 || Task Loss: 0.4600 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:24 || Estimated Time: 6:13:29
2023-07-27 06:02:01,317 semantic_segmentation INFO: Iters: 137300/150000 || Lr: 0.002168 || Task Loss: 0.3435 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:43 || Estimated Time: 6:13:12
2023-07-27 06:02:19,616 semantic_segmentation INFO: Iters: 137310/150000 || Lr: 0.002166 || Task Loss: 0.4200 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:01 || Estimated Time: 6:12:54
2023-07-27 06:02:37,420 semantic_segmentation INFO: Iters: 137320/150000 || Lr: 0.002165 || Task Loss: 0.2726 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:19 || Estimated Time: 6:12:37
2023-07-27 06:02:55,803 semantic_segmentation INFO: Iters: 137330/150000 || Lr: 0.002163 || Task Loss: 0.4425 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:38 || Estimated Time: 6:12:19
2023-07-27 06:03:13,584 semantic_segmentation INFO: Iters: 137340/150000 || Lr: 0.002162 || Task Loss: 0.3428 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:55 || Estimated Time: 6:12:01
2023-07-27 06:03:31,698 semantic_segmentation INFO: Iters: 137350/150000 || Lr: 0.002160 || Task Loss: 0.3051 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:13 || Estimated Time: 6:11:44
2023-07-27 06:03:50,031 semantic_segmentation INFO: Iters: 137360/150000 || Lr: 0.002158 || Task Loss: 0.3355 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:32 || Estimated Time: 6:11:26
2023-07-27 06:04:08,310 semantic_segmentation INFO: Iters: 137370/150000 || Lr: 0.002157 || Task Loss: 0.2320 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:50 || Estimated Time: 6:11:09
2023-07-27 06:04:26,048 semantic_segmentation INFO: Iters: 137380/150000 || Lr: 0.002155 || Task Loss: 0.3638 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:17:08 || Estimated Time: 6:10:51
2023-07-27 06:04:44,033 semantic_segmentation INFO: Iters: 137390/150000 || Lr: 0.002154 || Task Loss: 0.2834 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:17:26 || Estimated Time: 6:10:33
2023-07-27 06:05:02,536 semantic_segmentation INFO: Iters: 137400/150000 || Lr: 0.002152 || Task Loss: 0.3627 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:17:44 || Estimated Time: 6:10:16
2023-07-27 06:05:20,815 semantic_segmentation INFO: Iters: 137410/150000 || Lr: 0.002151 || Task Loss: 0.3421 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:03 || Estimated Time: 6:09:58
2023-07-27 06:05:38,583 semantic_segmentation INFO: Iters: 137420/150000 || Lr: 0.002149 || Task Loss: 0.4843 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:20 || Estimated Time: 6:09:41
2023-07-27 06:05:57,002 semantic_segmentation INFO: Iters: 137430/150000 || Lr: 0.002148 || Task Loss: 0.2651 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:39 || Estimated Time: 6:09:23
2023-07-27 06:06:14,926 semantic_segmentation INFO: Iters: 137440/150000 || Lr: 0.002146 || Task Loss: 0.2653 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:57 || Estimated Time: 6:09:06
2023-07-27 06:06:33,302 semantic_segmentation INFO: Iters: 137450/150000 || Lr: 0.002145 || Task Loss: 0.3747 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:15 || Estimated Time: 6:08:48
2023-07-27 06:06:51,069 semantic_segmentation INFO: Iters: 137460/150000 || Lr: 0.002143 || Task Loss: 0.3784 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:33 || Estimated Time: 6:08:30
2023-07-27 06:07:09,766 semantic_segmentation INFO: Iters: 137470/150000 || Lr: 0.002142 || Task Loss: 0.3721 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:52 || Estimated Time: 6:08:13
2023-07-27 06:07:27,876 semantic_segmentation INFO: Iters: 137480/150000 || Lr: 0.002140 || Task Loss: 0.3246 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:10 || Estimated Time: 6:07:55
2023-07-27 06:07:46,140 semantic_segmentation INFO: Iters: 137490/150000 || Lr: 0.002139 || Task Loss: 0.3796 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:28 || Estimated Time: 6:07:38
2023-07-27 06:08:04,749 semantic_segmentation INFO: Iters: 137500/150000 || Lr: 0.002137 || Task Loss: 0.3257 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:47 || Estimated Time: 6:07:20
2023-07-27 06:08:22,871 semantic_segmentation INFO: Iters: 137510/150000 || Lr: 0.002135 || Task Loss: 0.3610 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:05 || Estimated Time: 6:07:02
2023-07-27 06:08:40,897 semantic_segmentation INFO: Iters: 137520/150000 || Lr: 0.002134 || Task Loss: 0.4122 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:23 || Estimated Time: 6:06:45
2023-07-27 06:08:58,643 semantic_segmentation INFO: Iters: 137530/150000 || Lr: 0.002132 || Task Loss: 0.3231 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:40 || Estimated Time: 6:06:27
2023-07-27 06:09:16,385 semantic_segmentation INFO: Iters: 137540/150000 || Lr: 0.002131 || Task Loss: 0.3064 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:58 || Estimated Time: 6:06:10
2023-07-27 06:09:34,765 semantic_segmentation INFO: Iters: 137550/150000 || Lr: 0.002129 || Task Loss: 0.3845 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:17 || Estimated Time: 6:05:52
2023-07-27 06:09:53,169 semantic_segmentation INFO: Iters: 137560/150000 || Lr: 0.002128 || Task Loss: 0.4111 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:35 || Estimated Time: 6:05:35
2023-07-27 06:10:11,517 semantic_segmentation INFO: Iters: 137570/150000 || Lr: 0.002126 || Task Loss: 0.4004 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:53 || Estimated Time: 6:05:17
2023-07-27 06:10:29,827 semantic_segmentation INFO: Iters: 137580/150000 || Lr: 0.002125 || Task Loss: 0.3980 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:12 || Estimated Time: 6:04:59
2023-07-27 06:10:47,805 semantic_segmentation INFO: Iters: 137590/150000 || Lr: 0.002123 || Task Loss: 0.3097 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:30 || Estimated Time: 6:04:42
2023-07-27 06:11:05,903 semantic_segmentation INFO: Iters: 137600/150000 || Lr: 0.002122 || Task Loss: 0.3504 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:48 || Estimated Time: 6:04:24
2023-07-27 06:11:06,027 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 06:11:06,414 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.089
2023-07-27 06:11:06,435 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-27 06:11:06,448 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.148
2023-07-27 06:11:06,463 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.150
2023-07-27 06:11:06,477 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.224
2023-07-27 06:11:06,489 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.270
2023-07-27 06:11:06,504 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.311
2023-07-27 06:11:06,519 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.316
2023-07-27 06:11:06,532 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.354
2023-07-27 06:11:06,547 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.399
2023-07-27 06:11:06,561 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.401
2023-07-27 06:11:06,576 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.442
2023-07-27 06:11:06,589 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.424
2023-07-27 06:11:06,604 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.403
2023-07-27 06:11:06,619 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.394
2023-07-27 06:11:06,632 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.927, mIoU: 0.389
2023-07-27 06:11:06,643 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.386
2023-07-27 06:11:06,656 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.384
2023-07-27 06:11:06,671 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.391
2023-07-27 06:11:06,688 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.436
2023-07-27 06:11:06,703 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.436
2023-07-27 06:11:06,718 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.447
2023-07-27 06:11:06,734 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.477
2023-07-27 06:11:06,750 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.479
2023-07-27 06:11:06,767 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.479
2023-07-27 06:11:06,781 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-27 06:11:06,796 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.480
2023-07-27 06:11:06,808 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.480
2023-07-27 06:11:06,824 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 06:11:06,839 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.467
2023-07-27 06:11:06,853 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.467
2023-07-27 06:11:06,869 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.466
2023-07-27 06:11:06,884 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.477
2023-07-27 06:11:06,900 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.475
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2023-07-27 06:11:12,096 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-27 06:11:12,127 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 06:11:12,898 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 06:11:12,914 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 06:11:13,225 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-27 06:11:13,834 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 06:11:14,370 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:11:14,386 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 06:11:14,399 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 06:11:14,415 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 06:11:14,442 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-27 06:11:14,472 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 06:11:14,488 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:11:15,873 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:15,889 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:11:15,905 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:15,922 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:15,937 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:15,952 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 06:11:15,968 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 06:11:15,985 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 06:11:16,005 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 06:11:16,022 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-27 06:11:16,038 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-27 06:11:16,049 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 06:11:16,064 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 06:11:16,080 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 06:11:16,094 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 06:11:16,109 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 06:11:16,123 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 06:11:16,137 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,153 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,170 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,185 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,202 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,215 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,230 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,244 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,260 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,276 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,292 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,308 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 06:11:16,324 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,340 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,354 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,369 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 06:11:16,385 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:16,398 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:16,412 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:16,427 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:16,444 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:16,460 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:16,474 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:16,490 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:16,507 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:16,523 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:16,537 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:16,551 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:16,559 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:16,575 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:16,592 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,608 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,625 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,641 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,657 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:16,674 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,690 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,703 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:16,719 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:11:16,734 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:11:16,749 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:11:16,765 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:16,778 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:16,791 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:16,805 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:16,819 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:11:16,833 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:11:16,847 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:11:16,861 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:11:16,876 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,893 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,906 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,921 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,935 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,946 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,962 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,978 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:16,994 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:17,010 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:17,025 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,041 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,055 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,071 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,087 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,104 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,121 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,136 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:17,152 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:17,166 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:17,179 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:17,192 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 06:11:17,208 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,225 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,238 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,252 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,269 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:11:17,284 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,301 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,317 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,334 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,348 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,364 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,378 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,394 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,410 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,425 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,443 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,457 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,474 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,490 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,504 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,517 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,534 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,550 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,566 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,581 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,594 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,608 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:17,622 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,636 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:17,651 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:17,669 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:17,683 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:17,700 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,714 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,730 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,747 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,761 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,775 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,791 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,807 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,821 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,837 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:17,853 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:17,868 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:17,882 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:17,897 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,913 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,931 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,944 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,959 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,973 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:17,989 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,002 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,015 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,031 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,046 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,060 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,077 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,093 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,110 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,127 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,142 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,155 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,171 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,185 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,199 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,213 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,229 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,243 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,257 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,273 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,289 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,305 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,321 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,335 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,349 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,364 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,380 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,395 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 06:11:18,411 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 06:11:18,424 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 06:11:18,437 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,449 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,465 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,481 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,496 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,511 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,523 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,537 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:18,553 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,569 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,583 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,599 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,613 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,629 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,643 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,659 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:18,673 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,689 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,704 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:18,718 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,734 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,749 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,765 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,780 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,795 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:18,810 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,826 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,840 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,855 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,870 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,883 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,897 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:18,911 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,928 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:18,942 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,960 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,975 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:18,988 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,003 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,020 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:19,035 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:19,048 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,065 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,080 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,093 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,108 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,125 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:19,141 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:19,155 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,167 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,185 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,201 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,218 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,231 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,247 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,263 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,279 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,295 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,309 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,324 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,337 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,352 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,367 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,380 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,396 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:19,409 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 06:11:19,424 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,439 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,454 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,468 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,483 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,497 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,512 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,528 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,543 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,560 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,575 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,585 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,599 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,613 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,628 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,643 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,659 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:19,672 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,687 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,703 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,718 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,735 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,751 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,765 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,782 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,798 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:11:19,813 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,827 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,843 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,859 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,875 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,889 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,904 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,920 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,934 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:19,949 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:19,964 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:19,978 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:19,993 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:20,006 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,021 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,036 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,052 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,067 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,083 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,098 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:20,112 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:20,126 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,142 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,156 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,170 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,186 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:20,202 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,218 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,235 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,248 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,262 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,278 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,294 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,307 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,323 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,337 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,354 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,369 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,386 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,402 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,418 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,427 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,444 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,461 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,474 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,490 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,506 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,522 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,535 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,551 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,566 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 06:11:20,582 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,598 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,613 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,630 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,646 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,659 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,674 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,689 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,704 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:11:20,717 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,733 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,749 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,765 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,773 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,787 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,801 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:11:20,814 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,826 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:20,843 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,858 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,874 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,886 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,900 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,916 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:20,928 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,944 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:20,957 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:20,973 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:20,988 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,004 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,019 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,031 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,044 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,059 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,074 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,089 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,104 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,117 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,128 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,139 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,152 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,164 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,180 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,193 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 06:11:21,209 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,225 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:21,241 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:21,255 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:21,271 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:21,287 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,302 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,318 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,333 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,348 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,364 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,380 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,394 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,408 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,424 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,438 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,455 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,468 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,484 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,500 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,519 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,535 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,549 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,565 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,580 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,596 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 06:11:21,612 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 06:11:21,626 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 06:11:21,640 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 06:11:21,655 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 06:11:21,671 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 06:11:21,686 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 06:11:21,702 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 06:11:21,718 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 06:11:21,734 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 06:11:21,749 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-27 06:11:21,794 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-27 06:11:21,819 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 06:11:21,834 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 06:11:21,847 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,862 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,877 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 06:11:21,893 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,909 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,925 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,940 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:21,956 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 06:11:21,985 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:21,998 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:22,014 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:22,030 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:22,044 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:11:22,059 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:22,073 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-27 06:11:22,120 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,136 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:11:22,152 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,166 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,180 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,196 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,210 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,224 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,241 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:11:22,257 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:11:22,273 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 06:11:22,348 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 06:11:22,391 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 06:11:22,423 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 06:11:22,472 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 06:11:22,656 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:22,671 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 06:11:22,731 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:11:22,746 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 06:11:22,778 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 06:11:22,808 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 06:11:22,842 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 06:11:23,200 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:23,216 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:23,232 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 06:11:23,323 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 06:11:24,672 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:24,688 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:24,703 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:24,717 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:11:24,730 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,746 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,761 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,777 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,791 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,807 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,821 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,835 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,850 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,866 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,881 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,897 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,914 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,927 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,943 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,957 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,973 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:24,988 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,001 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,015 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,031 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,046 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,062 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,076 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,090 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,105 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,121 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,135 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,148 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,164 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,179 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,195 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,210 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,226 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,242 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,256 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,271 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,287 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,301 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,317 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:11:25,332 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:11:25,348 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,364 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,380 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,396 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,411 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,426 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,442 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,458 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,474 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:11:25,489 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:25,505 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,520 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,534 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,548 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,563 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,580 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,594 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,609 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 06:11:25,657 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,672 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,688 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,703 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:25,717 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 06:11:25,758 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:11:25,771 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 06:11:25,918 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:11:25,947 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:25,962 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:11:25,978 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:11:26,007 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:11:26,039 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:11:26,101 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:11:26,130 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:26,146 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:11:26,162 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:11:26,178 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,194 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,207 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,223 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,239 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:11:26,255 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,270 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:11:26,285 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 06:11:26,326 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 06:11:27,547 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,562 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,578 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,593 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,609 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,625 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,640 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,654 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,669 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,683 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,698 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,714 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,729 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,746 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,761 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,776 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,786 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,801 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,815 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,831 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:27,846 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,862 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,877 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,889 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,899 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,916 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,931 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,947 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,960 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,975 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:27,991 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:28,004 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:11:28,019 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:11:28,034 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:11:28,048 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:28,063 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:11:28,076 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,091 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,106 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,122 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,135 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,151 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,166 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:11:28,182 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:28,198 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:28,212 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:28,227 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:28,243 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:11:28,261 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:11:45,671 semantic_segmentation INFO: Iters: 137610/150000 || Lr: 0.002120 || Task Loss: 0.2151 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:27 || Estimated Time: 6:04:09
2023-07-27 06:12:03,503 semantic_segmentation INFO: Iters: 137620/150000 || Lr: 0.002118 || Task Loss: 0.3434 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:45 || Estimated Time: 6:03:51
2023-07-27 06:12:21,522 semantic_segmentation INFO: Iters: 137630/150000 || Lr: 0.002117 || Task Loss: 0.4245 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:03 || Estimated Time: 6:03:33
2023-07-27 06:12:39,840 semantic_segmentation INFO: Iters: 137640/150000 || Lr: 0.002115 || Task Loss: 0.3012 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:22 || Estimated Time: 6:03:16
2023-07-27 06:12:58,254 semantic_segmentation INFO: Iters: 137650/150000 || Lr: 0.002114 || Task Loss: 0.4199 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:40 || Estimated Time: 6:02:58
2023-07-27 06:13:15,947 semantic_segmentation INFO: Iters: 137660/150000 || Lr: 0.002112 || Task Loss: 0.3622 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:58 || Estimated Time: 6:02:41
2023-07-27 06:13:34,237 semantic_segmentation INFO: Iters: 137670/150000 || Lr: 0.002111 || Task Loss: 0.3385 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:26:16 || Estimated Time: 6:02:23
2023-07-27 06:13:52,261 semantic_segmentation INFO: Iters: 137680/150000 || Lr: 0.002109 || Task Loss: 0.3323 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:26:34 || Estimated Time: 6:02:05
2023-07-27 06:14:10,107 semantic_segmentation INFO: Iters: 137690/150000 || Lr: 0.002108 || Task Loss: 0.4227 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:26:52 || Estimated Time: 6:01:48
2023-07-27 06:14:27,876 semantic_segmentation INFO: Iters: 137700/150000 || Lr: 0.002106 || Task Loss: 0.3101 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:27:10 || Estimated Time: 6:01:30
2023-07-27 06:14:46,152 semantic_segmentation INFO: Iters: 137710/150000 || Lr: 0.002105 || Task Loss: 0.3809 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:27:28 || Estimated Time: 6:01:13
2023-07-27 06:15:04,077 semantic_segmentation INFO: Iters: 137720/150000 || Lr: 0.002103 || Task Loss: 0.3427 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:27:46 || Estimated Time: 6:00:55
2023-07-27 06:15:22,590 semantic_segmentation INFO: Iters: 137730/150000 || Lr: 0.002102 || Task Loss: 0.3832 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:28:04 || Estimated Time: 6:00:37
2023-07-27 06:15:40,891 semantic_segmentation INFO: Iters: 137740/150000 || Lr: 0.002100 || Task Loss: 0.3572 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:28:23 || Estimated Time: 6:00:20
2023-07-27 06:15:58,955 semantic_segmentation INFO: Iters: 137750/150000 || Lr: 0.002098 || Task Loss: 0.3445 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:28:41 || Estimated Time: 6:00:02
2023-07-27 06:16:16,937 semantic_segmentation INFO: Iters: 137760/150000 || Lr: 0.002097 || Task Loss: 0.2790 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:28:59 || Estimated Time: 5:59:45
2023-07-27 06:16:35,003 semantic_segmentation INFO: Iters: 137770/150000 || Lr: 0.002095 || Task Loss: 0.3428 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:29:17 || Estimated Time: 5:59:27
2023-07-27 06:16:53,216 semantic_segmentation INFO: Iters: 137780/150000 || Lr: 0.002094 || Task Loss: 0.2311 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:29:35 || Estimated Time: 5:59:09
2023-07-27 06:17:11,194 semantic_segmentation INFO: Iters: 137790/150000 || Lr: 0.002092 || Task Loss: 0.3231 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:29:53 || Estimated Time: 5:58:52
2023-07-27 06:17:29,366 semantic_segmentation INFO: Iters: 137800/150000 || Lr: 0.002091 || Task Loss: 0.3465 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:30:11 || Estimated Time: 5:58:34
2023-07-27 06:17:47,480 semantic_segmentation INFO: Iters: 137810/150000 || Lr: 0.002089 || Task Loss: 0.3221 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:30:29 || Estimated Time: 5:58:17
2023-07-27 06:18:05,445 semantic_segmentation INFO: Iters: 137820/150000 || Lr: 0.002088 || Task Loss: 0.2262 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:30:47 || Estimated Time: 5:57:59
2023-07-27 06:18:23,443 semantic_segmentation INFO: Iters: 137830/150000 || Lr: 0.002086 || Task Loss: 0.2653 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:31:05 || Estimated Time: 5:57:41
2023-07-27 06:18:41,342 semantic_segmentation INFO: Iters: 137840/150000 || Lr: 0.002085 || Task Loss: 0.4378 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:31:23 || Estimated Time: 5:57:24
2023-07-27 06:18:59,511 semantic_segmentation INFO: Iters: 137850/150000 || Lr: 0.002083 || Task Loss: 0.3062 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:31:41 || Estimated Time: 5:57:06
2023-07-27 06:19:17,765 semantic_segmentation INFO: Iters: 137860/150000 || Lr: 0.002082 || Task Loss: 0.3109 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:00 || Estimated Time: 5:56:49
2023-07-27 06:19:35,946 semantic_segmentation INFO: Iters: 137870/150000 || Lr: 0.002080 || Task Loss: 0.3313 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:18 || Estimated Time: 5:56:31
2023-07-27 06:19:53,811 semantic_segmentation INFO: Iters: 137880/150000 || Lr: 0.002078 || Task Loss: 0.3000 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:36 || Estimated Time: 5:56:13
2023-07-27 06:20:11,969 semantic_segmentation INFO: Iters: 137890/150000 || Lr: 0.002077 || Task Loss: 0.3890 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:54 || Estimated Time: 5:55:56
2023-07-27 06:20:30,108 semantic_segmentation INFO: Iters: 137900/150000 || Lr: 0.002075 || Task Loss: 0.2880 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:12 || Estimated Time: 5:55:38
2023-07-27 06:20:48,378 semantic_segmentation INFO: Iters: 137910/150000 || Lr: 0.002074 || Task Loss: 0.4240 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:30 || Estimated Time: 5:55:21
2023-07-27 06:21:06,216 semantic_segmentation INFO: Iters: 137920/150000 || Lr: 0.002072 || Task Loss: 0.2673 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:48 || Estimated Time: 5:55:03
2023-07-27 06:21:24,596 semantic_segmentation INFO: Iters: 137930/150000 || Lr: 0.002071 || Task Loss: 0.2911 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:06 || Estimated Time: 5:54:46
2023-07-27 06:21:42,474 semantic_segmentation INFO: Iters: 137940/150000 || Lr: 0.002069 || Task Loss: 0.2070 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:24 || Estimated Time: 5:54:28
2023-07-27 06:22:00,781 semantic_segmentation INFO: Iters: 137950/150000 || Lr: 0.002068 || Task Loss: 0.3492 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:43 || Estimated Time: 5:54:10
2023-07-27 06:22:18,717 semantic_segmentation INFO: Iters: 137960/150000 || Lr: 0.002066 || Task Loss: 0.3277 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:00 || Estimated Time: 5:53:53
2023-07-27 06:22:36,618 semantic_segmentation INFO: Iters: 137970/150000 || Lr: 0.002065 || Task Loss: 0.4556 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:18 || Estimated Time: 5:53:35
2023-07-27 06:22:54,941 semantic_segmentation INFO: Iters: 137980/150000 || Lr: 0.002063 || Task Loss: 0.3497 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:37 || Estimated Time: 5:53:18
2023-07-27 06:23:13,018 semantic_segmentation INFO: Iters: 137990/150000 || Lr: 0.002061 || Task Loss: 0.2934 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:55 || Estimated Time: 5:53:00
2023-07-27 06:23:31,471 semantic_segmentation INFO: Iters: 138000/150000 || Lr: 0.002060 || Task Loss: 0.3237 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:13 || Estimated Time: 5:52:42
2023-07-27 06:23:49,514 semantic_segmentation INFO: Iters: 138010/150000 || Lr: 0.002058 || Task Loss: 0.3898 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:31 || Estimated Time: 5:52:25
2023-07-27 06:24:07,877 semantic_segmentation INFO: Iters: 138020/150000 || Lr: 0.002057 || Task Loss: 0.3533 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:50 || Estimated Time: 5:52:07
2023-07-27 06:24:25,851 semantic_segmentation INFO: Iters: 138030/150000 || Lr: 0.002055 || Task Loss: 0.2783 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:08 || Estimated Time: 5:51:50
2023-07-27 06:24:43,722 semantic_segmentation INFO: Iters: 138040/150000 || Lr: 0.002054 || Task Loss: 0.3926 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:26 || Estimated Time: 5:51:32
2023-07-27 06:25:02,111 semantic_segmentation INFO: Iters: 138050/150000 || Lr: 0.002052 || Task Loss: 0.2388 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:44 || Estimated Time: 5:51:14
2023-07-27 06:25:20,289 semantic_segmentation INFO: Iters: 138060/150000 || Lr: 0.002051 || Task Loss: 0.3900 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:02 || Estimated Time: 5:50:57
2023-07-27 06:25:39,063 semantic_segmentation INFO: Iters: 138070/150000 || Lr: 0.002049 || Task Loss: 0.3135 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:21 || Estimated Time: 5:50:39
2023-07-27 06:25:56,907 semantic_segmentation INFO: Iters: 138080/150000 || Lr: 0.002048 || Task Loss: 0.2823 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:39 || Estimated Time: 5:50:22
2023-07-27 06:26:14,662 semantic_segmentation INFO: Iters: 138090/150000 || Lr: 0.002046 || Task Loss: 0.4412 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:56 || Estimated Time: 5:50:04
2023-07-27 06:26:32,902 semantic_segmentation INFO: Iters: 138100/150000 || Lr: 0.002044 || Task Loss: 0.3004 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:15 || Estimated Time: 5:49:46
2023-07-27 06:26:51,046 semantic_segmentation INFO: Iters: 138110/150000 || Lr: 0.002043 || Task Loss: 0.3385 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:33 || Estimated Time: 5:49:29
2023-07-27 06:27:09,244 semantic_segmentation INFO: Iters: 138120/150000 || Lr: 0.002041 || Task Loss: 0.2112 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:51 || Estimated Time: 5:49:11
2023-07-27 06:27:27,372 semantic_segmentation INFO: Iters: 138130/150000 || Lr: 0.002040 || Task Loss: 0.3070 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:40:09 || Estimated Time: 5:48:54
2023-07-27 06:27:45,216 semantic_segmentation INFO: Iters: 138140/150000 || Lr: 0.002038 || Task Loss: 0.3988 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:40:27 || Estimated Time: 5:48:36
2023-07-27 06:28:03,148 semantic_segmentation INFO: Iters: 138150/150000 || Lr: 0.002037 || Task Loss: 0.2005 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:40:45 || Estimated Time: 5:48:18
2023-07-27 06:28:21,560 semantic_segmentation INFO: Iters: 138160/150000 || Lr: 0.002035 || Task Loss: 0.4009 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:03 || Estimated Time: 5:48:01
2023-07-27 06:28:39,577 semantic_segmentation INFO: Iters: 138170/150000 || Lr: 0.002034 || Task Loss: 0.2442 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:21 || Estimated Time: 5:47:43
2023-07-27 06:28:57,657 semantic_segmentation INFO: Iters: 138180/150000 || Lr: 0.002032 || Task Loss: 0.3241 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:39 || Estimated Time: 5:47:26
2023-07-27 06:29:15,435 semantic_segmentation INFO: Iters: 138190/150000 || Lr: 0.002031 || Task Loss: 0.2558 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:57 || Estimated Time: 5:47:08
2023-07-27 06:29:33,724 semantic_segmentation INFO: Iters: 138200/150000 || Lr: 0.002029 || Task Loss: 0.2361 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:16 || Estimated Time: 5:46:50
2023-07-27 06:29:51,541 semantic_segmentation INFO: Iters: 138210/150000 || Lr: 0.002027 || Task Loss: 0.3811 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:33 || Estimated Time: 5:46:33
2023-07-27 06:30:10,156 semantic_segmentation INFO: Iters: 138220/150000 || Lr: 0.002026 || Task Loss: 0.3867 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:52 || Estimated Time: 5:46:15
2023-07-27 06:30:27,780 semantic_segmentation INFO: Iters: 138230/150000 || Lr: 0.002024 || Task Loss: 0.2473 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:10 || Estimated Time: 5:45:58
2023-07-27 06:30:46,142 semantic_segmentation INFO: Iters: 138240/150000 || Lr: 0.002023 || Task Loss: 0.2505 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:28 || Estimated Time: 5:45:40
2023-07-27 06:31:04,373 semantic_segmentation INFO: Iters: 138250/150000 || Lr: 0.002021 || Task Loss: 0.2917 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:46 || Estimated Time: 5:45:23
2023-07-27 06:31:22,797 semantic_segmentation INFO: Iters: 138260/150000 || Lr: 0.002020 || Task Loss: 0.3249 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:05 || Estimated Time: 5:45:05
2023-07-27 06:31:40,476 semantic_segmentation INFO: Iters: 138270/150000 || Lr: 0.002018 || Task Loss: 0.3128 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:22 || Estimated Time: 5:44:47
2023-07-27 06:31:58,993 semantic_segmentation INFO: Iters: 138280/150000 || Lr: 0.002017 || Task Loss: 0.3074 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:41 || Estimated Time: 5:44:30
2023-07-27 06:32:16,760 semantic_segmentation INFO: Iters: 138290/150000 || Lr: 0.002015 || Task Loss: 0.3510 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:59 || Estimated Time: 5:44:12
2023-07-27 06:32:34,649 semantic_segmentation INFO: Iters: 138300/150000 || Lr: 0.002013 || Task Loss: 0.4283 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:16 || Estimated Time: 5:43:55
2023-07-27 06:32:52,749 semantic_segmentation INFO: Iters: 138310/150000 || Lr: 0.002012 || Task Loss: 0.2446 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:35 || Estimated Time: 5:43:37
2023-07-27 06:33:11,514 semantic_segmentation INFO: Iters: 138320/150000 || Lr: 0.002010 || Task Loss: 0.3215 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:53 || Estimated Time: 5:43:19
2023-07-27 06:33:29,704 semantic_segmentation INFO: Iters: 138330/150000 || Lr: 0.002009 || Task Loss: 0.4582 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:11 || Estimated Time: 5:43:02
2023-07-27 06:33:47,771 semantic_segmentation INFO: Iters: 138340/150000 || Lr: 0.002007 || Task Loss: 0.3439 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:30 || Estimated Time: 5:42:44
2023-07-27 06:34:06,029 semantic_segmentation INFO: Iters: 138350/150000 || Lr: 0.002006 || Task Loss: 0.3206 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:48 || Estimated Time: 5:42:27
2023-07-27 06:34:23,909 semantic_segmentation INFO: Iters: 138360/150000 || Lr: 0.002004 || Task Loss: 0.3385 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:06 || Estimated Time: 5:42:09
2023-07-27 06:34:41,975 semantic_segmentation INFO: Iters: 138370/150000 || Lr: 0.002003 || Task Loss: 0.5040 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:24 || Estimated Time: 5:41:51
2023-07-27 06:35:00,085 semantic_segmentation INFO: Iters: 138380/150000 || Lr: 0.002001 || Task Loss: 0.3713 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:42 || Estimated Time: 5:41:34
2023-07-27 06:35:18,575 semantic_segmentation INFO: Iters: 138390/150000 || Lr: 0.002000 || Task Loss: 0.4761 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:00 || Estimated Time: 5:41:16
2023-07-27 06:35:36,604 semantic_segmentation INFO: Iters: 138400/150000 || Lr: 0.001998 || Task Loss: 0.3481 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:18 || Estimated Time: 5:40:59
2023-07-27 06:35:36,728 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 06:35:37,116 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.088
2023-07-27 06:35:37,148 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.131
2023-07-27 06:35:37,160 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.147
2023-07-27 06:35:37,175 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.148
2023-07-27 06:35:37,189 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.222
2023-07-27 06:35:37,201 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.269
2023-07-27 06:35:37,215 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.309
2023-07-27 06:35:37,230 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.314
2023-07-27 06:35:37,242 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.347
2023-07-27 06:35:37,257 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.393
2023-07-27 06:35:37,271 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.396
2023-07-27 06:35:37,286 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.439
2023-07-27 06:35:37,299 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.420
2023-07-27 06:35:37,313 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.404
2023-07-27 06:35:37,328 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.926, mIoU: 0.395
2023-07-27 06:35:37,341 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.390
2023-07-27 06:35:37,352 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.387
2023-07-27 06:35:37,364 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.386
2023-07-27 06:35:37,379 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.389
2023-07-27 06:35:37,395 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.433
2023-07-27 06:35:37,410 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.434
2023-07-27 06:35:37,426 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.445
2023-07-27 06:35:37,440 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.475
2023-07-27 06:35:37,456 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.479
2023-07-27 06:35:37,472 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.479
2023-07-27 06:35:37,486 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.481
2023-07-27 06:35:37,501 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.481
2023-07-27 06:35:37,512 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.480
2023-07-27 06:35:37,528 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 06:35:37,544 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.467
2023-07-27 06:35:37,558 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.467
2023-07-27 06:35:37,574 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.467
2023-07-27 06:35:37,589 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.478
2023-07-27 06:35:37,605 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.477
2023-07-27 06:35:37,620 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.504
2023-07-27 06:35:37,635 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.504
2023-07-27 06:35:37,648 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.506
2023-07-27 06:35:37,661 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.551
2023-07-27 06:35:37,678 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.538
2023-07-27 06:35:37,691 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.537
2023-07-27 06:35:37,704 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-27 06:35:37,719 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 06:35:37,733 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 06:35:37,747 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 06:35:37,762 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-27 06:35:37,777 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-27 06:35:37,790 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.576
2023-07-27 06:35:37,802 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-27 06:35:37,817 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.578
2023-07-27 06:35:37,833 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.577
2023-07-27 06:35:37,849 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.575
2023-07-27 06:35:37,864 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.575
2023-07-27 06:35:37,877 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.572
2023-07-27 06:35:37,893 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.573
2023-07-27 06:35:37,908 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.576
2023-07-27 06:35:37,922 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.572
2023-07-27 06:35:37,938 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-27 06:35:37,956 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.568
2023-07-27 06:35:37,969 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-27 06:35:37,985 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-27 06:35:37,999 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-27 06:35:38,015 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-27 06:35:38,028 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-27 06:35:38,047 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-27 06:35:38,061 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-27 06:35:38,076 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-27 06:35:38,092 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-27 06:35:38,107 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-27 06:35:38,124 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-27 06:35:38,141 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.663
2023-07-27 06:35:38,158 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-27 06:35:38,173 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-27 06:35:38,190 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-27 06:35:38,207 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-27 06:35:38,223 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.682
2023-07-27 06:35:38,240 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-27 06:35:38,257 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 06:35:38,267 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 06:35:38,284 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 06:35:38,301 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 06:35:38,315 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 06:35:38,331 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-27 06:35:38,347 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-27 06:35:38,363 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-27 06:35:38,380 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 06:35:38,395 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 06:35:38,411 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-27 06:35:38,427 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 06:35:38,442 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 06:35:38,456 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 06:35:38,472 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:35:38,488 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:35:38,504 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:38,520 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-27 06:35:38,536 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-27 06:35:38,552 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-27 06:35:38,566 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-27 06:35:38,579 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-27 06:35:38,595 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 06:35:38,609 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 06:35:38,625 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 06:35:38,640 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 06:35:38,654 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 06:35:38,670 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 06:35:38,686 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:38,700 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:35:38,715 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:35:38,732 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:35:38,746 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 06:35:38,760 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 06:35:38,774 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:35:38,789 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 06:35:38,805 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 06:35:38,821 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 06:35:38,837 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:35:38,851 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 06:35:38,866 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 06:35:38,882 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 06:35:38,896 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 06:35:38,911 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 06:35:38,927 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 06:35:38,941 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-27 06:35:38,955 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 06:35:38,972 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 06:35:38,988 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 06:35:38,997 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 06:35:39,009 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 06:35:39,026 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 06:35:39,035 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-27 06:35:39,050 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-27 06:35:39,066 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 06:35:39,082 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-27 06:35:39,096 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 06:35:39,112 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 06:35:39,126 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 06:35:39,140 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.656
2023-07-27 06:35:39,156 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-27 06:35:39,170 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-27 06:35:39,186 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-27 06:35:39,201 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-27 06:35:39,217 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-27 06:35:39,233 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 06:35:39,249 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-27 06:35:39,266 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 06:35:39,282 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 06:35:39,297 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 06:35:39,313 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-27 06:35:39,328 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-27 06:35:39,339 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:39,355 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:39,371 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:35:39,385 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:39,400 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:39,414 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:39,428 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:39,444 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:39,460 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:39,476 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:39,492 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:39,508 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:39,524 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:39,540 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:39,555 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:39,571 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:39,585 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 06:35:39,599 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 06:35:39,613 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 06:35:39,628 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 06:35:39,644 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-27 06:35:42,674 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-27 06:35:42,768 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-27 06:35:43,006 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.916, mIoU: 0.637
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2023-07-27 06:35:44,496 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 06:35:44,640 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 06:35:45,718 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 06:35:45,735 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 06:35:45,795 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 06:35:45,812 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 06:35:45,826 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 06:35:45,842 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-27 06:35:45,872 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 06:35:45,904 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:45,917 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 06:35:45,960 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 06:35:45,976 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:45,992 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 06:35:46,007 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 06:35:46,022 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 06:35:46,036 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-27 06:35:46,081 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 06:35:46,097 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,114 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 06:35:46,130 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-27 06:35:46,162 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,175 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,191 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,207 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,222 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,238 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,254 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 06:35:46,267 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 06:35:46,283 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,298 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,314 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,328 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 06:35:46,344 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 06:35:46,359 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 06:35:46,375 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 06:35:46,391 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 06:35:46,407 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:46,422 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 06:35:46,453 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:46,468 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 06:35:46,481 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 06:35:46,498 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 06:35:46,514 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 06:35:46,543 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 06:35:46,622 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:46,638 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:46,654 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:46,670 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 06:35:46,685 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 06:35:46,700 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 06:35:46,715 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 06:35:46,731 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 06:35:46,750 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 06:35:46,765 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 06:35:46,781 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 06:35:46,792 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 06:35:46,805 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 06:35:46,834 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 06:35:47,168 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 06:35:47,213 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 06:35:47,228 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 06:35:47,244 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:47,259 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 06:35:47,309 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 06:35:47,324 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:47,340 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 06:35:47,519 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 06:35:47,562 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:35:47,576 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:47,591 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:35:47,606 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:35:47,623 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 06:35:47,635 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 06:35:47,676 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 06:35:47,999 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 06:35:48,378 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 06:35:48,562 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 06:35:48,655 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,669 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,684 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,697 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,713 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,726 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,740 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:48,756 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,772 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,786 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,803 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,820 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:48,836 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:48,853 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:48,867 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:48,880 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,896 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,910 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,923 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,938 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:48,955 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:48,969 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:48,983 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:48,998 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,015 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,031 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,047 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,061 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,075 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,091 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,107 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,123 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:35:49,138 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:35:49,152 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 06:35:49,166 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,178 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,194 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,211 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,226 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,241 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,252 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,266 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,282 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,298 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,311 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,327 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,341 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,358 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,372 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,388 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,402 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,419 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,435 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,449 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,466 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,483 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,499 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,515 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:49,532 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,548 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,564 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,579 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,595 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:49,611 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,624 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,638 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,652 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,669 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,683 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,699 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,715 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,726 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,741 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,758 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,773 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,787 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,804 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,819 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,833 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,848 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,865 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,880 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:49,894 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:49,906 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:49,924 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,940 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,956 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,969 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:49,985 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:50,001 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,017 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,033 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,047 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,063 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,077 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,093 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,108 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 06:35:50,121 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,138 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,152 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 06:35:50,167 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,183 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,199 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,215 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,231 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,247 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,262 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,280 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,295 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,311 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,327 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,337 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,352 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,366 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,382 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,398 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,415 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,429 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:50,445 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:50,461 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,476 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,493 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 06:35:50,510 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 06:35:50,524 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,540 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,556 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,571 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,585 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,601 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,617 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,634 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:50,648 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:50,664 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:50,680 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:50,693 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 06:35:50,708 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,724 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,737 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,752 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,766 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,780 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,797 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,813 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,828 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,845 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,861 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,875 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,889 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:50,905 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,919 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,932 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,948 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:50,964 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:50,979 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:50,996 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,010 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,024 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,041 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,056 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,070 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,086 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,100 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,116 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,130 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,147 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,163 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,178 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,187 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,204 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,221 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,235 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,250 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,266 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,282 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,296 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,312 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,328 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,344 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,360 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 06:35:51,375 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 06:35:51,393 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,409 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,423 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,439 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,455 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,470 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 06:35:51,484 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:35:51,500 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:35:51,516 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,532 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:35:51,539 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 06:35:51,553 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,567 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,581 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 06:35:51,593 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,609 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,625 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,641 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,654 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,668 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,685 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,696 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,713 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,727 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:51,743 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,758 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,774 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,790 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,802 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,816 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,832 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,848 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,864 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,880 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,894 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,905 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,916 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:51,930 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,942 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,958 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,972 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:51,987 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,003 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,020 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,035 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,051 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,067 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,084 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,101 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,116 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,131 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,147 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,164 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,178 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,192 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,208 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,221 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,238 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 06:35:52,252 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,268 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 06:35:52,284 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 06:35:52,302 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,319 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,333 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,349 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,365 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,381 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,397 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,411 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,424 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,440 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,455 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,471 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,487 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:35:52,503 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 06:35:52,519 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 06:35:52,535 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,550 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,564 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,580 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,590 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 06:35:52,604 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,620 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 06:35:52,632 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,648 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,663 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 06:35:52,679 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,696 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,713 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,729 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,745 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,758 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,774 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,788 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,804 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,820 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,834 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,850 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,863 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,878 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,894 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,910 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,925 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,941 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,954 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,967 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:52,982 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:52,996 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:53,009 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:53,025 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,040 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,056 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,069 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,083 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,099 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,116 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,132 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,146 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,160 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,175 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,191 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,207 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:53,223 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 06:35:53,238 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,254 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,269 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,285 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,301 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 06:35:53,316 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,331 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,347 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,361 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,376 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,392 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,408 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,421 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 06:35:53,436 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,451 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,468 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,482 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,498 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,514 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,529 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,545 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,561 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 06:35:53,577 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:53,591 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:53,607 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:53,624 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,638 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,654 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,668 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,677 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,693 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:53,709 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:53,739 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:53,754 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:53,767 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:53,781 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 06:35:53,811 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:53,827 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:53,844 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 06:35:53,921 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 06:35:53,980 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 06:35:54,411 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:54,489 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:54,503 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:54,518 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:54,533 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:54,547 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 06:35:54,576 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 06:35:54,773 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 06:35:54,862 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 06:35:54,982 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 06:35:55,010 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 06:35:55,132 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:55,147 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:55,163 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:55,192 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:55,283 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:55,299 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:55,315 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:55,361 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:35:55,430 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 06:35:55,461 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 06:35:55,477 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:55,503 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:55,519 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:55,534 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:55,550 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:55,593 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:55,897 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:55,971 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:55,986 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,001 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,018 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,031 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,046 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,062 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:56,075 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:56,169 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:56,215 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:56,368 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 06:35:56,816 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 06:35:57,380 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,394 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,410 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,422 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,438 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,454 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,470 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,485 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,499 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,512 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,527 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,542 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,557 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,571 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,585 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,601 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,617 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,633 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,647 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,663 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,681 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,698 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,714 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,730 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,739 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,755 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,768 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,782 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,798 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,813 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 06:35:57,828 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:57,844 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:57,860 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:57,876 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 06:35:57,891 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:57,905 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:57,920 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 06:35:57,937 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 06:35:57,952 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:57,969 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:57,985 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,003 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,017 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,033 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,049 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,065 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,078 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,092 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,108 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,124 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,139 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:35:58,155 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 06:35:58,171 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,186 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,202 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,215 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,231 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,245 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,260 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,276 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,291 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,307 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,320 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,336 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,351 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,367 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,383 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,398 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,415 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,431 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,445 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,461 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 06:35:58,475 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,491 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,506 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,522 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,538 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,554 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,569 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,579 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,595 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,608 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,624 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,639 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,655 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,670 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,682 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,692 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,708 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,724 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,739 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,752 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,768 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,783 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,797 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,813 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,829 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,844 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,859 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,873 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,888 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,904 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,920 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,933 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,949 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,964 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 06:35:58,980 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:58,996 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:59,010 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:59,024 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:59,039 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 06:35:59,057 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 06:36:16,549 semantic_segmentation INFO: Iters: 138410/150000 || Lr: 0.001996 || Task Loss: 0.3234 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:58 || Estimated Time: 5:40:43
2023-07-27 06:36:34,340 semantic_segmentation INFO: Iters: 138420/150000 || Lr: 0.001995 || Task Loss: 0.3717 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:16 || Estimated Time: 5:40:25
2023-07-27 06:36:52,471 semantic_segmentation INFO: Iters: 138430/150000 || Lr: 0.001993 || Task Loss: 0.3082 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:34 || Estimated Time: 5:40:08
2023-07-27 06:37:10,209 semantic_segmentation INFO: Iters: 138440/150000 || Lr: 0.001992 || Task Loss: 0.3003 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:52 || Estimated Time: 5:39:50
2023-07-27 06:37:28,664 semantic_segmentation INFO: Iters: 138450/150000 || Lr: 0.001990 || Task Loss: 0.3333 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:10 || Estimated Time: 5:39:32
2023-07-27 06:37:46,416 semantic_segmentation INFO: Iters: 138460/150000 || Lr: 0.001989 || Task Loss: 0.1701 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:28 || Estimated Time: 5:39:15
2023-07-27 06:38:04,366 semantic_segmentation INFO: Iters: 138470/150000 || Lr: 0.001987 || Task Loss: 0.3724 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:46 || Estimated Time: 5:38:57
2023-07-27 06:38:23,044 semantic_segmentation INFO: Iters: 138480/150000 || Lr: 0.001986 || Task Loss: 0.3326 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:05 || Estimated Time: 5:38:40
2023-07-27 06:38:41,158 semantic_segmentation INFO: Iters: 138490/150000 || Lr: 0.001984 || Task Loss: 0.3592 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:23 || Estimated Time: 5:38:22
2023-07-27 06:38:59,662 semantic_segmentation INFO: Iters: 138500/150000 || Lr: 0.001982 || Task Loss: 0.3220 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:41 || Estimated Time: 5:38:04
2023-07-27 06:39:17,351 semantic_segmentation INFO: Iters: 138510/150000 || Lr: 0.001981 || Task Loss: 0.2808 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:59 || Estimated Time: 5:37:47
2023-07-27 06:39:35,859 semantic_segmentation INFO: Iters: 138520/150000 || Lr: 0.001979 || Task Loss: 0.3385 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:18 || Estimated Time: 5:37:29
2023-07-27 06:39:53,985 semantic_segmentation INFO: Iters: 138530/150000 || Lr: 0.001978 || Task Loss: 0.2398 || KD Loss: 0.0271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:36 || Estimated Time: 5:37:12
2023-07-27 06:40:12,624 semantic_segmentation INFO: Iters: 138540/150000 || Lr: 0.001976 || Task Loss: 0.4114 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:54 || Estimated Time: 5:36:54
2023-07-27 06:40:30,850 semantic_segmentation INFO: Iters: 138550/150000 || Lr: 0.001975 || Task Loss: 0.3691 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:13 || Estimated Time: 5:36:36
2023-07-27 06:40:49,248 semantic_segmentation INFO: Iters: 138560/150000 || Lr: 0.001973 || Task Loss: 0.4379 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:31 || Estimated Time: 5:36:19
2023-07-27 06:41:07,263 semantic_segmentation INFO: Iters: 138570/150000 || Lr: 0.001972 || Task Loss: 0.4051 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:49 || Estimated Time: 5:36:01
2023-07-27 06:41:25,750 semantic_segmentation INFO: Iters: 138580/150000 || Lr: 0.001970 || Task Loss: 0.2619 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:08 || Estimated Time: 5:35:44
2023-07-27 06:41:44,022 semantic_segmentation INFO: Iters: 138590/150000 || Lr: 0.001969 || Task Loss: 0.3744 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:26 || Estimated Time: 5:35:26
2023-07-27 06:42:01,868 semantic_segmentation INFO: Iters: 138600/150000 || Lr: 0.001967 || Task Loss: 0.4204 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:44 || Estimated Time: 5:35:09
2023-07-27 06:42:19,884 semantic_segmentation INFO: Iters: 138610/150000 || Lr: 0.001965 || Task Loss: 0.2444 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:02 || Estimated Time: 5:34:51
2023-07-27 06:42:38,398 semantic_segmentation INFO: Iters: 138620/150000 || Lr: 0.001964 || Task Loss: 0.2554 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:20 || Estimated Time: 5:34:33
2023-07-27 06:42:56,237 semantic_segmentation INFO: Iters: 138630/150000 || Lr: 0.001962 || Task Loss: 0.3284 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:38 || Estimated Time: 5:34:16
2023-07-27 06:43:14,138 semantic_segmentation INFO: Iters: 138640/150000 || Lr: 0.001961 || Task Loss: 0.3839 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:56 || Estimated Time: 5:33:58
2023-07-27 06:43:32,566 semantic_segmentation INFO: Iters: 138650/150000 || Lr: 0.001959 || Task Loss: 0.3337 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:56:14 || Estimated Time: 5:33:41
2023-07-27 06:43:50,411 semantic_segmentation INFO: Iters: 138660/150000 || Lr: 0.001958 || Task Loss: 0.3662 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:56:32 || Estimated Time: 5:33:23
2023-07-27 06:44:08,695 semantic_segmentation INFO: Iters: 138670/150000 || Lr: 0.001956 || Task Loss: 0.2481 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:56:50 || Estimated Time: 5:33:05
2023-07-27 06:44:26,662 semantic_segmentation INFO: Iters: 138680/150000 || Lr: 0.001955 || Task Loss: 0.3171 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:57:08 || Estimated Time: 5:32:48
2023-07-27 06:44:44,610 semantic_segmentation INFO: Iters: 138690/150000 || Lr: 0.001953 || Task Loss: 0.3742 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:57:26 || Estimated Time: 5:32:30
2023-07-27 06:45:02,472 semantic_segmentation INFO: Iters: 138700/150000 || Lr: 0.001951 || Task Loss: 0.3320 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:57:44 || Estimated Time: 5:32:12
2023-07-27 06:45:20,905 semantic_segmentation INFO: Iters: 138710/150000 || Lr: 0.001950 || Task Loss: 0.3526 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:03 || Estimated Time: 5:31:55
2023-07-27 06:45:39,174 semantic_segmentation INFO: Iters: 138720/150000 || Lr: 0.001948 || Task Loss: 0.4504 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:21 || Estimated Time: 5:31:37
2023-07-27 06:45:57,079 semantic_segmentation INFO: Iters: 138730/150000 || Lr: 0.001947 || Task Loss: 0.2723 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:39 || Estimated Time: 5:31:20
2023-07-27 06:46:15,335 semantic_segmentation INFO: Iters: 138740/150000 || Lr: 0.001945 || Task Loss: 0.3416 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:57 || Estimated Time: 5:31:02
2023-07-27 06:46:33,460 semantic_segmentation INFO: Iters: 138750/150000 || Lr: 0.001944 || Task Loss: 0.3911 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:15 || Estimated Time: 5:30:45
2023-07-27 06:46:51,622 semantic_segmentation INFO: Iters: 138760/150000 || Lr: 0.001942 || Task Loss: 0.4059 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:33 || Estimated Time: 5:30:27
2023-07-27 06:47:10,248 semantic_segmentation INFO: Iters: 138770/150000 || Lr: 0.001941 || Task Loss: 0.2222 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:52 || Estimated Time: 5:30:09
2023-07-27 06:47:28,134 semantic_segmentation INFO: Iters: 138780/150000 || Lr: 0.001939 || Task Loss: 0.4354 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:10 || Estimated Time: 5:29:52
2023-07-27 06:47:45,928 semantic_segmentation INFO: Iters: 138790/150000 || Lr: 0.001937 || Task Loss: 0.3262 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:28 || Estimated Time: 5:29:34
2023-07-27 06:48:04,464 semantic_segmentation INFO: Iters: 138800/150000 || Lr: 0.001936 || Task Loss: 0.2996 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:46 || Estimated Time: 5:29:17
2023-07-27 06:48:22,388 semantic_segmentation INFO: Iters: 138810/150000 || Lr: 0.001934 || Task Loss: 0.2462 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:04 || Estimated Time: 5:28:59
2023-07-27 06:48:40,870 semantic_segmentation INFO: Iters: 138820/150000 || Lr: 0.001933 || Task Loss: 0.2632 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:23 || Estimated Time: 5:28:41
2023-07-27 06:48:58,702 semantic_segmentation INFO: Iters: 138830/150000 || Lr: 0.001931 || Task Loss: 0.3520 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:40 || Estimated Time: 5:28:24
2023-07-27 06:49:16,676 semantic_segmentation INFO: Iters: 138840/150000 || Lr: 0.001930 || Task Loss: 0.3798 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:58 || Estimated Time: 5:28:06
2023-07-27 06:49:35,139 semantic_segmentation INFO: Iters: 138850/150000 || Lr: 0.001928 || Task Loss: 0.3223 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:17 || Estimated Time: 5:27:49
2023-07-27 06:49:53,017 semantic_segmentation INFO: Iters: 138860/150000 || Lr: 0.001927 || Task Loss: 0.3473 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:35 || Estimated Time: 5:27:31
2023-07-27 06:50:10,909 semantic_segmentation INFO: Iters: 138870/150000 || Lr: 0.001925 || Task Loss: 0.3370 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:53 || Estimated Time: 5:27:13
2023-07-27 06:50:29,060 semantic_segmentation INFO: Iters: 138880/150000 || Lr: 0.001923 || Task Loss: 0.3856 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:11 || Estimated Time: 5:26:56
2023-07-27 06:50:47,538 semantic_segmentation INFO: Iters: 138890/150000 || Lr: 0.001922 || Task Loss: 0.4022 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:29 || Estimated Time: 5:26:38
2023-07-27 06:51:05,741 semantic_segmentation INFO: Iters: 138900/150000 || Lr: 0.001920 || Task Loss: 0.4271 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:48 || Estimated Time: 5:26:21
2023-07-27 06:51:23,554 semantic_segmentation INFO: Iters: 138910/150000 || Lr: 0.001919 || Task Loss: 0.2566 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:04:05 || Estimated Time: 5:26:03
2023-07-27 06:51:42,208 semantic_segmentation INFO: Iters: 138920/150000 || Lr: 0.001917 || Task Loss: 0.4331 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:04:24 || Estimated Time: 5:25:45
2023-07-27 06:52:00,168 semantic_segmentation INFO: Iters: 138930/150000 || Lr: 0.001916 || Task Loss: 0.3353 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:04:42 || Estimated Time: 5:25:28
2023-07-27 06:52:18,702 semantic_segmentation INFO: Iters: 138940/150000 || Lr: 0.001914 || Task Loss: 0.3507 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:00 || Estimated Time: 5:25:10
2023-07-27 06:52:37,222 semantic_segmentation INFO: Iters: 138950/150000 || Lr: 0.001913 || Task Loss: 0.5420 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:19 || Estimated Time: 5:24:53
2023-07-27 06:52:55,245 semantic_segmentation INFO: Iters: 138960/150000 || Lr: 0.001911 || Task Loss: 0.3594 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:37 || Estimated Time: 5:24:35
2023-07-27 06:53:13,685 semantic_segmentation INFO: Iters: 138970/150000 || Lr: 0.001909 || Task Loss: 0.2774 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:55 || Estimated Time: 5:24:17
2023-07-27 06:53:31,599 semantic_segmentation INFO: Iters: 138980/150000 || Lr: 0.001908 || Task Loss: 0.2822 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:13 || Estimated Time: 5:24:00
2023-07-27 06:53:49,858 semantic_segmentation INFO: Iters: 138990/150000 || Lr: 0.001906 || Task Loss: 0.4574 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:32 || Estimated Time: 5:23:42
2023-07-27 06:54:08,064 semantic_segmentation INFO: Iters: 139000/150000 || Lr: 0.001905 || Task Loss: 0.3320 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:50 || Estimated Time: 5:23:25
2023-07-27 06:54:26,491 semantic_segmentation INFO: Iters: 139010/150000 || Lr: 0.001903 || Task Loss: 0.2690 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:08 || Estimated Time: 5:23:07
2023-07-27 06:54:44,238 semantic_segmentation INFO: Iters: 139020/150000 || Lr: 0.001902 || Task Loss: 0.3465 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:26 || Estimated Time: 5:22:49
2023-07-27 06:55:02,569 semantic_segmentation INFO: Iters: 139030/150000 || Lr: 0.001900 || Task Loss: 0.3026 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:44 || Estimated Time: 5:22:32
2023-07-27 06:55:20,856 semantic_segmentation INFO: Iters: 139040/150000 || Lr: 0.001899 || Task Loss: 0.2643 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:03 || Estimated Time: 5:22:14
2023-07-27 06:55:39,332 semantic_segmentation INFO: Iters: 139050/150000 || Lr: 0.001897 || Task Loss: 0.3999 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:21 || Estimated Time: 5:21:57
2023-07-27 06:55:57,407 semantic_segmentation INFO: Iters: 139060/150000 || Lr: 0.001895 || Task Loss: 0.2791 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:39 || Estimated Time: 5:21:39
2023-07-27 06:56:15,606 semantic_segmentation INFO: Iters: 139070/150000 || Lr: 0.001894 || Task Loss: 0.3666 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:57 || Estimated Time: 5:21:21
2023-07-27 06:56:33,484 semantic_segmentation INFO: Iters: 139080/150000 || Lr: 0.001892 || Task Loss: 0.3704 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:15 || Estimated Time: 5:21:04
2023-07-27 06:56:51,823 semantic_segmentation INFO: Iters: 139090/150000 || Lr: 0.001891 || Task Loss: 0.2995 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:34 || Estimated Time: 5:20:46
2023-07-27 06:57:09,950 semantic_segmentation INFO: Iters: 139100/150000 || Lr: 0.001889 || Task Loss: 0.3521 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:52 || Estimated Time: 5:20:29
2023-07-27 06:57:28,585 semantic_segmentation INFO: Iters: 139110/150000 || Lr: 0.001888 || Task Loss: 0.2756 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:10 || Estimated Time: 5:20:11
2023-07-27 06:57:46,407 semantic_segmentation INFO: Iters: 139120/150000 || Lr: 0.001886 || Task Loss: 0.2549 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:28 || Estimated Time: 5:19:53
2023-07-27 06:58:04,660 semantic_segmentation INFO: Iters: 139130/150000 || Lr: 0.001884 || Task Loss: 0.2723 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:46 || Estimated Time: 5:19:36
2023-07-27 06:58:22,956 semantic_segmentation INFO: Iters: 139140/150000 || Lr: 0.001883 || Task Loss: 0.3719 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:05 || Estimated Time: 5:19:18
2023-07-27 06:58:41,301 semantic_segmentation INFO: Iters: 139150/150000 || Lr: 0.001881 || Task Loss: 0.3444 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:23 || Estimated Time: 5:19:01
2023-07-27 06:58:59,595 semantic_segmentation INFO: Iters: 139160/150000 || Lr: 0.001880 || Task Loss: 0.2851 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:41 || Estimated Time: 5:18:43
2023-07-27 06:59:17,735 semantic_segmentation INFO: Iters: 139170/150000 || Lr: 0.001878 || Task Loss: 0.3731 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:00 || Estimated Time: 5:18:25
2023-07-27 06:59:35,538 semantic_segmentation INFO: Iters: 139180/150000 || Lr: 0.001877 || Task Loss: 0.3846 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:17 || Estimated Time: 5:18:08
2023-07-27 06:59:53,866 semantic_segmentation INFO: Iters: 139190/150000 || Lr: 0.001875 || Task Loss: 0.3474 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:36 || Estimated Time: 5:17:50
2023-07-27 07:00:12,200 semantic_segmentation INFO: Iters: 139200/150000 || Lr: 0.001874 || Task Loss: 0.3007 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:54 || Estimated Time: 5:17:33
2023-07-27 07:00:12,326 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:00:12,707 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.090
2023-07-27 07:00:12,748 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.132
2023-07-27 07:00:12,760 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.151
2023-07-27 07:00:12,775 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.153
2023-07-27 07:00:12,789 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.228
2023-07-27 07:00:12,801 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.274
2023-07-27 07:00:12,816 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.315
2023-07-27 07:00:12,831 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.319
2023-07-27 07:00:12,844 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.353
2023-07-27 07:00:12,858 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.399
2023-07-27 07:00:12,873 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.402
2023-07-27 07:00:12,888 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.445
2023-07-27 07:00:12,901 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.428
2023-07-27 07:00:12,916 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.403
2023-07-27 07:00:12,931 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.927, mIoU: 0.394
2023-07-27 07:00:12,944 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.390
2023-07-27 07:00:12,954 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.387
2023-07-27 07:00:12,967 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.927, mIoU: 0.387
2023-07-27 07:00:12,983 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.395
2023-07-27 07:00:13,000 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.440
2023-07-27 07:00:13,015 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.441
2023-07-27 07:00:13,030 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.452
2023-07-27 07:00:13,045 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.483
2023-07-27 07:00:13,063 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.487
2023-07-27 07:00:13,081 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.487
2023-07-27 07:00:13,098 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.490
2023-07-27 07:00:13,115 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.490
2023-07-27 07:00:13,128 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.489
2023-07-27 07:00:13,145 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.477
2023-07-27 07:00:13,162 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.478
2023-07-27 07:00:13,178 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.477
2023-07-27 07:00:13,195 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.476
2023-07-27 07:00:13,212 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.486
2023-07-27 07:00:13,228 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.485
2023-07-27 07:00:13,245 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.512
2023-07-27 07:00:13,261 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.513
2023-07-27 07:00:13,275 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.516
2023-07-27 07:00:13,289 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-27 07:00:13,306 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.553
2023-07-27 07:00:13,320 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-27 07:00:13,334 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.578
2023-07-27 07:00:13,349 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-27 07:00:13,364 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.577
2023-07-27 07:00:13,378 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-27 07:00:13,394 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-27 07:00:13,410 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-27 07:00:13,423 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-27 07:00:13,437 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-27 07:00:13,452 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.594
2023-07-27 07:00:13,470 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.593
2023-07-27 07:00:13,487 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-27 07:00:13,504 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-27 07:00:13,519 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-27 07:00:13,536 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.588
2023-07-27 07:00:13,552 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.592
2023-07-27 07:00:13,567 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.588
2023-07-27 07:00:13,584 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-27 07:00:13,603 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.583
2023-07-27 07:00:13,618 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.586
2023-07-27 07:00:13,634 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-27 07:00:13,650 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.630
2023-07-27 07:00:13,666 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-27 07:00:13,680 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.626
2023-07-27 07:00:13,699 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-27 07:00:13,713 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-27 07:00:13,729 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-27 07:00:13,745 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.631
2023-07-27 07:00:13,759 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-27 07:00:13,775 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-27 07:00:13,791 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-27 07:00:13,808 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-27 07:00:13,822 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-27 07:00:13,838 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-27 07:00:13,854 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-27 07:00:13,869 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-27 07:00:13,886 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-27 07:00:13,903 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-27 07:00:13,913 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-27 07:00:13,930 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 07:00:13,948 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 07:00:13,963 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 07:00:13,980 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 07:00:13,997 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-27 07:00:14,014 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-27 07:00:14,031 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 07:00:14,048 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-27 07:00:14,064 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-27 07:00:14,082 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-27 07:00:14,098 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-27 07:00:14,111 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-27 07:00:14,128 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-27 07:00:14,145 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-27 07:00:14,161 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-27 07:00:14,177 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.698
2023-07-27 07:00:14,193 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.696
2023-07-27 07:00:14,208 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.696
2023-07-27 07:00:14,223 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.696
2023-07-27 07:00:14,237 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.697
2023-07-27 07:00:14,253 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.696
2023-07-27 07:00:14,267 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-27 07:00:14,283 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.696
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2023-07-27 07:00:15,809 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 07:00:15,827 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-27 07:00:15,923 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 07:00:20,355 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 07:00:20,432 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 07:00:20,496 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 07:00:20,591 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-27 07:00:20,607 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 07:00:20,622 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-27 07:00:20,654 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 07:00:20,686 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 07:00:20,700 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 07:00:20,715 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:00:20,731 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:00:20,746 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:00:20,762 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:00:20,777 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:00:20,791 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 07:00:20,822 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:00:20,836 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 07:00:20,852 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:00:20,864 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:00:20,880 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 07:00:20,907 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:20,920 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:20,936 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:21,009 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:21,058 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:00:21,075 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:21,103 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:21,135 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:00:21,150 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:21,240 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:00:21,273 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:00:21,305 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:00:21,416 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:00:21,508 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 07:00:21,583 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-27 07:00:21,721 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 07:00:21,738 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-27 07:00:21,768 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,784 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,798 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:21,862 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:00:21,878 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,891 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:00:21,923 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,938 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,954 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:21,971 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:00:21,983 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:00:21,999 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:00:22,015 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:00:22,142 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:00:22,313 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:00:22,394 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:00:22,409 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:00:22,424 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 07:00:22,439 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-27 07:00:22,489 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-27 07:00:22,518 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-27 07:00:22,532 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-27 07:00:22,563 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:00:22,592 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:00:22,641 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:00:22,657 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:00:22,674 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 07:00:23,354 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,371 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,384 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,400 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,413 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,425 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,441 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,457 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:00:23,473 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:23,489 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,506 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,522 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,536 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,554 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,571 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,589 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,605 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,621 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:23,637 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:23,651 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:23,665 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:23,678 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:23,694 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,711 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,725 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,739 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,755 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,771 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,788 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,804 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,820 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,834 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,850 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,863 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,878 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,894 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,910 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,927 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,941 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,958 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:23,974 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:23,988 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,002 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,018 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:24,036 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,052 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,067 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,080 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:24,093 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:24,108 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:24,122 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:24,139 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:24,158 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,173 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,189 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,203 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,220 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,236 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,250 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,264 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,282 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,298 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,312 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,329 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,345 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:24,359 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:24,373 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:24,389 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,405 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,422 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,436 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,450 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,464 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,480 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,493 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,507 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,523 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,540 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,554 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,571 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,588 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:24,606 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:24,623 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,637 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,650 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,666 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,682 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:24,696 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,710 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:24,726 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,740 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,753 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,768 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,785 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,802 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,818 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,832 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,845 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,861 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,876 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,892 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,907 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,922 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:24,935 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,947 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,964 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,981 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:24,996 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,012 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,024 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,039 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,054 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,070 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:25,085 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:25,101 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:25,114 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,131 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:25,145 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,161 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,175 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:25,191 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,208 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:25,222 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,239 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,255 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,271 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,287 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,303 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,321 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,337 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,352 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,368 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,384 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,398 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,412 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,426 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,444 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,458 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,475 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,490 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,502 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,517 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,533 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,548 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,563 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,579 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,595 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,608 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,623 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,640 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:25,655 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,669 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,681 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,699 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:25,715 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:25,730 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:25,744 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:25,759 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:25,775 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:25,791 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,808 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,822 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,838 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,853 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 07:00:25,869 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 07:00:25,884 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,897 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,914 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,927 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,943 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,959 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:25,974 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:25,990 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,005 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,020 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,035 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,052 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,067 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,084 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,100 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,110 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,125 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,139 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,154 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,170 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,187 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,202 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,218 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,234 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,249 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,266 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,282 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,296 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,313 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,329 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,345 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,359 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,374 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:26,390 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,406 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,420 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,436 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:00:26,453 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:26,467 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:26,481 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,497 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,510 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,525 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,539 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,553 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,570 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,586 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:26,602 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,619 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,635 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,649 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,663 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:26,679 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:26,693 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,707 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,723 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,739 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,755 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,772 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,785 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,799 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,815 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,831 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,845 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,861 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,874 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,890 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,905 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,921 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,937 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,951 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:26,961 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:26,977 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:26,993 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,007 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,023 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,038 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,054 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,068 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,085 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,101 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,117 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,133 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,149 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,166 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,183 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,197 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,213 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,229 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,244 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:00:27,258 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,274 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,290 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,305 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,312 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,327 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,340 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:00:27,353 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,366 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,382 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,397 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:27,413 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,425 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,439 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,454 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,465 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,482 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,496 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,512 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,527 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,543 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,559 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,571 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,586 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,601 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,617 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,632 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,648 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,661 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,672 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,683 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,697 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,709 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,724 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,738 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,753 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:27,769 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,785 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,799 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,816 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,832 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,848 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,864 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,879 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,895 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,911 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,927 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:27,941 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,955 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,972 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:27,985 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:28,002 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,016 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,032 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,048 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,068 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,085 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,099 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,116 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:00:28,132 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,147 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,163 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,176 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,190 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,205 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,221 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:28,237 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:28,253 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:28,270 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:28,286 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:00:28,302 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,318 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,331 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,348 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:28,359 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:00:28,373 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,389 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:00:28,401 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:28,417 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:00:28,432 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,448 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,465 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,481 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,497 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,512 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,525 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,541 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,554 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,569 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,586 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,599 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,615 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,629 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,645 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,661 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,678 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:28,694 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:28,711 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:28,725 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:28,738 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:00:28,755 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,769 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,784 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:28,800 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,816 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,832 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,846 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,859 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,876 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:00:28,892 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,908 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,922 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,935 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:00:28,950 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:28,965 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:28,981 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:28,997 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:29,012 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:29,028 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:29,043 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:29,059 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:00:29,075 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:00:29,090 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,106 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:00:29,122 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,136 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,152 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,168 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,184 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,197 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:00:29,213 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:00:29,230 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,246 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,260 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,276 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,292 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,307 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,323 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,338 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,355 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,369 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:00:29,401 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:29,415 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:00:29,431 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 07:00:29,502 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:00:29,519 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,535 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,549 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:00:29,563 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:00:29,579 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:00:29,596 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:00:29,631 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:00:29,664 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:00:29,679 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:00:29,693 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:00:29,709 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:00:29,740 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:00:29,766 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,781 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,796 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:00:29,827 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:00:29,887 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,904 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:00:29,921 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:00:29,953 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:00:29,983 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:30,000 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:00:30,206 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 07:00:30,361 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:00:30,375 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:00:30,815 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:30,831 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:00:30,845 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 07:00:31,000 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 07:00:31,106 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 07:00:31,123 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 07:00:31,232 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:31,244 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 07:00:31,276 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:00:31,292 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 07:00:31,363 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 07:00:31,482 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 07:00:31,609 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 07:00:31,674 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:00:31,763 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:31,885 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:00:31,899 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:00:32,043 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,107 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,258 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:00:32,273 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,332 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,574 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:00:32,589 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:00:32,652 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:00:32,868 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,899 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:32,943 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:00:32,958 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:00:32,972 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:33,004 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:00:33,261 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:33,563 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:00:33,742 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:00:33,822 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:33,837 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:00:33,855 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:00:33,973 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:00:34,004 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:00:34,020 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:00:34,036 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 07:00:34,082 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:00:34,096 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:00:34,111 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:00:34,127 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:00:34,143 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,159 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,173 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,190 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:00:34,330 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,346 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,362 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,377 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:00:34,393 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,408 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,423 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:00:34,463 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:00:34,544 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:00:34,702 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:00:34,747 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:00:34,777 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,791 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,807 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,822 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,838 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,854 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,867 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,881 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:00:34,896 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:00:34,913 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:00:52,410 semantic_segmentation INFO: Iters: 139210/150000 || Lr: 0.001872 || Task Loss: 0.2590 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:13:34 || Estimated Time: 5:17:17
2023-07-27 07:01:10,729 semantic_segmentation INFO: Iters: 139220/150000 || Lr: 0.001870 || Task Loss: 0.3536 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:13:53 || Estimated Time: 5:16:59
2023-07-27 07:01:29,134 semantic_segmentation INFO: Iters: 139230/150000 || Lr: 0.001869 || Task Loss: 0.3229 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:11 || Estimated Time: 5:16:42
2023-07-27 07:01:47,633 semantic_segmentation INFO: Iters: 139240/150000 || Lr: 0.001867 || Task Loss: 0.3241 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:29 || Estimated Time: 5:16:24
2023-07-27 07:02:05,689 semantic_segmentation INFO: Iters: 139250/150000 || Lr: 0.001866 || Task Loss: 0.3216 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:47 || Estimated Time: 5:16:06
2023-07-27 07:02:23,612 semantic_segmentation INFO: Iters: 139260/150000 || Lr: 0.001864 || Task Loss: 0.3606 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:05 || Estimated Time: 5:15:49
2023-07-27 07:02:41,697 semantic_segmentation INFO: Iters: 139270/150000 || Lr: 0.001863 || Task Loss: 0.3299 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:23 || Estimated Time: 5:15:31
2023-07-27 07:03:00,067 semantic_segmentation INFO: Iters: 139280/150000 || Lr: 0.001861 || Task Loss: 0.2918 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:42 || Estimated Time: 5:15:14
2023-07-27 07:03:18,728 semantic_segmentation INFO: Iters: 139290/150000 || Lr: 0.001859 || Task Loss: 0.1759 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:01 || Estimated Time: 5:14:56
2023-07-27 07:03:37,070 semantic_segmentation INFO: Iters: 139300/150000 || Lr: 0.001858 || Task Loss: 0.4569 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:19 || Estimated Time: 5:14:38
2023-07-27 07:03:54,904 semantic_segmentation INFO: Iters: 139310/150000 || Lr: 0.001856 || Task Loss: 0.3111 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:37 || Estimated Time: 5:14:21
2023-07-27 07:04:13,340 semantic_segmentation INFO: Iters: 139320/150000 || Lr: 0.001855 || Task Loss: 0.3627 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:55 || Estimated Time: 5:14:03
2023-07-27 07:04:31,351 semantic_segmentation INFO: Iters: 139330/150000 || Lr: 0.001853 || Task Loss: 0.2603 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:13 || Estimated Time: 5:13:46
2023-07-27 07:04:49,942 semantic_segmentation INFO: Iters: 139340/150000 || Lr: 0.001852 || Task Loss: 0.2887 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:32 || Estimated Time: 5:13:28
2023-07-27 07:05:07,942 semantic_segmentation INFO: Iters: 139350/150000 || Lr: 0.001850 || Task Loss: 0.2846 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:50 || Estimated Time: 5:13:10
2023-07-27 07:05:26,118 semantic_segmentation INFO: Iters: 139360/150000 || Lr: 0.001849 || Task Loss: 0.3675 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:08 || Estimated Time: 5:12:53
2023-07-27 07:05:44,764 semantic_segmentation INFO: Iters: 139370/150000 || Lr: 0.001847 || Task Loss: 0.2855 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:27 || Estimated Time: 5:12:35
2023-07-27 07:06:02,828 semantic_segmentation INFO: Iters: 139380/150000 || Lr: 0.001845 || Task Loss: 0.3279 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:45 || Estimated Time: 5:12:18
2023-07-27 07:06:20,853 semantic_segmentation INFO: Iters: 139390/150000 || Lr: 0.001844 || Task Loss: 0.4247 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:03 || Estimated Time: 5:12:00
2023-07-27 07:06:38,908 semantic_segmentation INFO: Iters: 139400/150000 || Lr: 0.001842 || Task Loss: 0.3684 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:21 || Estimated Time: 5:11:42
2023-07-27 07:06:57,565 semantic_segmentation INFO: Iters: 139410/150000 || Lr: 0.001841 || Task Loss: 0.2651 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:39 || Estimated Time: 5:11:25
2023-07-27 07:07:15,876 semantic_segmentation INFO: Iters: 139420/150000 || Lr: 0.001839 || Task Loss: 0.3260 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:58 || Estimated Time: 5:11:07
2023-07-27 07:07:33,878 semantic_segmentation INFO: Iters: 139430/150000 || Lr: 0.001838 || Task Loss: 0.3850 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:16 || Estimated Time: 5:10:50
2023-07-27 07:07:51,955 semantic_segmentation INFO: Iters: 139440/150000 || Lr: 0.001836 || Task Loss: 0.3083 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:34 || Estimated Time: 5:10:32
2023-07-27 07:08:10,268 semantic_segmentation INFO: Iters: 139450/150000 || Lr: 0.001834 || Task Loss: 0.2849 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:52 || Estimated Time: 5:10:14
2023-07-27 07:08:28,935 semantic_segmentation INFO: Iters: 139460/150000 || Lr: 0.001833 || Task Loss: 0.3116 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:11 || Estimated Time: 5:09:57
2023-07-27 07:08:47,070 semantic_segmentation INFO: Iters: 139470/150000 || Lr: 0.001831 || Task Loss: 0.3844 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:29 || Estimated Time: 5:09:39
2023-07-27 07:09:05,698 semantic_segmentation INFO: Iters: 139480/150000 || Lr: 0.001830 || Task Loss: 0.2587 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:47 || Estimated Time: 5:09:22
2023-07-27 07:09:23,653 semantic_segmentation INFO: Iters: 139490/150000 || Lr: 0.001828 || Task Loss: 0.4240 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:05 || Estimated Time: 5:09:04
2023-07-27 07:09:42,100 semantic_segmentation INFO: Iters: 139500/150000 || Lr: 0.001827 || Task Loss: 0.3486 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:24 || Estimated Time: 5:08:46
2023-07-27 07:10:00,709 semantic_segmentation INFO: Iters: 139510/150000 || Lr: 0.001825 || Task Loss: 0.4069 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:42 || Estimated Time: 5:08:29
2023-07-27 07:10:18,684 semantic_segmentation INFO: Iters: 139520/150000 || Lr: 0.001824 || Task Loss: 0.3493 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:00 || Estimated Time: 5:08:11
2023-07-27 07:10:37,392 semantic_segmentation INFO: Iters: 139530/150000 || Lr: 0.001822 || Task Loss: 0.2948 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:19 || Estimated Time: 5:07:54
2023-07-27 07:10:55,368 semantic_segmentation INFO: Iters: 139540/150000 || Lr: 0.001820 || Task Loss: 0.3072 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:37 || Estimated Time: 5:07:36
2023-07-27 07:11:13,924 semantic_segmentation INFO: Iters: 139550/150000 || Lr: 0.001819 || Task Loss: 0.3144 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:56 || Estimated Time: 5:07:18
2023-07-27 07:11:32,329 semantic_segmentation INFO: Iters: 139560/150000 || Lr: 0.001817 || Task Loss: 0.3555 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:14 || Estimated Time: 5:07:01
2023-07-27 07:11:50,753 semantic_segmentation INFO: Iters: 139570/150000 || Lr: 0.001816 || Task Loss: 0.2713 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:33 || Estimated Time: 5:06:43
2023-07-27 07:12:09,095 semantic_segmentation INFO: Iters: 139580/150000 || Lr: 0.001814 || Task Loss: 0.2572 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:51 || Estimated Time: 5:06:26
2023-07-27 07:12:27,759 semantic_segmentation INFO: Iters: 139590/150000 || Lr: 0.001813 || Task Loss: 0.3110 || KD Loss: 0.0248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:10 || Estimated Time: 5:06:08
2023-07-27 07:12:45,952 semantic_segmentation INFO: Iters: 139600/150000 || Lr: 0.001811 || Task Loss: 0.3116 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:28 || Estimated Time: 5:05:51
2023-07-27 07:13:04,446 semantic_segmentation INFO: Iters: 139610/150000 || Lr: 0.001809 || Task Loss: 0.3059 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:46 || Estimated Time: 5:05:33
2023-07-27 07:13:22,810 semantic_segmentation INFO: Iters: 139620/150000 || Lr: 0.001808 || Task Loss: 0.3066 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:05 || Estimated Time: 5:05:15
2023-07-27 07:13:40,759 semantic_segmentation INFO: Iters: 139630/150000 || Lr: 0.001806 || Task Loss: 0.3053 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:23 || Estimated Time: 5:04:58
2023-07-27 07:13:58,923 semantic_segmentation INFO: Iters: 139640/150000 || Lr: 0.001805 || Task Loss: 0.3751 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:41 || Estimated Time: 5:04:40
2023-07-27 07:14:17,402 semantic_segmentation INFO: Iters: 139650/150000 || Lr: 0.001803 || Task Loss: 0.3342 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:59 || Estimated Time: 5:04:23
2023-07-27 07:14:35,536 semantic_segmentation INFO: Iters: 139660/150000 || Lr: 0.001802 || Task Loss: 0.4735 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:27:17 || Estimated Time: 5:04:05
2023-07-27 07:14:54,212 semantic_segmentation INFO: Iters: 139670/150000 || Lr: 0.001800 || Task Loss: 0.2975 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:27:36 || Estimated Time: 5:03:47
2023-07-27 07:15:12,645 semantic_segmentation INFO: Iters: 139680/150000 || Lr: 0.001798 || Task Loss: 0.3124 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:27:54 || Estimated Time: 5:03:30
2023-07-27 07:15:30,905 semantic_segmentation INFO: Iters: 139690/150000 || Lr: 0.001797 || Task Loss: 0.2319 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:28:13 || Estimated Time: 5:03:12
2023-07-27 07:15:48,779 semantic_segmentation INFO: Iters: 139700/150000 || Lr: 0.001795 || Task Loss: 0.3966 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:28:31 || Estimated Time: 5:02:55
2023-07-27 07:16:06,996 semantic_segmentation INFO: Iters: 139710/150000 || Lr: 0.001794 || Task Loss: 0.3447 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:28:49 || Estimated Time: 5:02:37
2023-07-27 07:16:25,435 semantic_segmentation INFO: Iters: 139720/150000 || Lr: 0.001792 || Task Loss: 0.3397 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:07 || Estimated Time: 5:02:19
2023-07-27 07:16:43,875 semantic_segmentation INFO: Iters: 139730/150000 || Lr: 0.001791 || Task Loss: 0.2742 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:26 || Estimated Time: 5:02:02
2023-07-27 07:17:02,421 semantic_segmentation INFO: Iters: 139740/150000 || Lr: 0.001789 || Task Loss: 0.3586 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:44 || Estimated Time: 5:01:44
2023-07-27 07:17:20,505 semantic_segmentation INFO: Iters: 139750/150000 || Lr: 0.001787 || Task Loss: 0.3949 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:02 || Estimated Time: 5:01:27
2023-07-27 07:17:39,174 semantic_segmentation INFO: Iters: 139760/150000 || Lr: 0.001786 || Task Loss: 0.2625 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:21 || Estimated Time: 5:01:09
2023-07-27 07:17:57,015 semantic_segmentation INFO: Iters: 139770/150000 || Lr: 0.001784 || Task Loss: 0.4174 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:39 || Estimated Time: 5:00:51
2023-07-27 07:18:15,695 semantic_segmentation INFO: Iters: 139780/150000 || Lr: 0.001783 || Task Loss: 0.3724 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:57 || Estimated Time: 5:00:34
2023-07-27 07:18:34,049 semantic_segmentation INFO: Iters: 139790/150000 || Lr: 0.001781 || Task Loss: 0.2889 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:16 || Estimated Time: 5:00:16
2023-07-27 07:18:52,435 semantic_segmentation INFO: Iters: 139800/150000 || Lr: 0.001780 || Task Loss: 0.3654 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:34 || Estimated Time: 4:59:59
2023-07-27 07:19:10,252 semantic_segmentation INFO: Iters: 139810/150000 || Lr: 0.001778 || Task Loss: 0.3848 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:52 || Estimated Time: 4:59:41
2023-07-27 07:19:28,916 semantic_segmentation INFO: Iters: 139820/150000 || Lr: 0.001776 || Task Loss: 0.3038 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:11 || Estimated Time: 4:59:23
2023-07-27 07:19:47,069 semantic_segmentation INFO: Iters: 139830/150000 || Lr: 0.001775 || Task Loss: 0.4276 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:29 || Estimated Time: 4:59:06
2023-07-27 07:20:05,315 semantic_segmentation INFO: Iters: 139840/150000 || Lr: 0.001773 || Task Loss: 0.2703 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:47 || Estimated Time: 4:58:48
2023-07-27 07:20:23,488 semantic_segmentation INFO: Iters: 139850/150000 || Lr: 0.001772 || Task Loss: 0.2995 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:05 || Estimated Time: 4:58:31
2023-07-27 07:20:42,012 semantic_segmentation INFO: Iters: 139860/150000 || Lr: 0.001770 || Task Loss: 0.2903 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:24 || Estimated Time: 4:58:13
2023-07-27 07:21:00,520 semantic_segmentation INFO: Iters: 139870/150000 || Lr: 0.001769 || Task Loss: 0.2963 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:42 || Estimated Time: 4:57:55
2023-07-27 07:21:18,544 semantic_segmentation INFO: Iters: 139880/150000 || Lr: 0.001767 || Task Loss: 0.2764 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:00 || Estimated Time: 4:57:38
2023-07-27 07:21:37,178 semantic_segmentation INFO: Iters: 139890/150000 || Lr: 0.001765 || Task Loss: 0.3670 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:19 || Estimated Time: 4:57:20
2023-07-27 07:21:55,377 semantic_segmentation INFO: Iters: 139900/150000 || Lr: 0.001764 || Task Loss: 0.3349 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:37 || Estimated Time: 4:57:03
2023-07-27 07:22:13,760 semantic_segmentation INFO: Iters: 139910/150000 || Lr: 0.001762 || Task Loss: 0.3788 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:56 || Estimated Time: 4:56:45
2023-07-27 07:22:32,384 semantic_segmentation INFO: Iters: 139920/150000 || Lr: 0.001761 || Task Loss: 0.4686 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:14 || Estimated Time: 4:56:27
2023-07-27 07:22:50,984 semantic_segmentation INFO: Iters: 139930/150000 || Lr: 0.001759 || Task Loss: 0.3345 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:33 || Estimated Time: 4:56:10
2023-07-27 07:23:09,464 semantic_segmentation INFO: Iters: 139940/150000 || Lr: 0.001758 || Task Loss: 0.3780 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:51 || Estimated Time: 4:55:52
2023-07-27 07:23:28,100 semantic_segmentation INFO: Iters: 139950/150000 || Lr: 0.001756 || Task Loss: 0.2842 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:10 || Estimated Time: 4:55:35
2023-07-27 07:23:46,038 semantic_segmentation INFO: Iters: 139960/150000 || Lr: 0.001754 || Task Loss: 0.4259 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:28 || Estimated Time: 4:55:17
2023-07-27 07:24:04,984 semantic_segmentation INFO: Iters: 139970/150000 || Lr: 0.001753 || Task Loss: 0.2997 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:47 || Estimated Time: 4:55:00
2023-07-27 07:24:22,792 semantic_segmentation INFO: Iters: 139980/150000 || Lr: 0.001751 || Task Loss: 0.4484 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:05 || Estimated Time: 4:54:42
2023-07-27 07:24:41,495 semantic_segmentation INFO: Iters: 139990/150000 || Lr: 0.001750 || Task Loss: 0.3906 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:23 || Estimated Time: 4:54:24
2023-07-27 07:24:59,661 semantic_segmentation INFO: Iters: 140000/150000 || Lr: 0.001748 || Task Loss: 0.4226 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:41 || Estimated Time: 4:54:07
2023-07-27 07:24:59,785 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:25:00,164 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-27 07:25:00,185 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.131
2023-07-27 07:25:00,204 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.144
2023-07-27 07:25:00,220 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.146
2023-07-27 07:25:00,235 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.218
2023-07-27 07:25:00,249 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.264
2023-07-27 07:25:00,265 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.305
2023-07-27 07:25:00,281 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.309
2023-07-27 07:25:00,295 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.346
2023-07-27 07:25:00,312 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.392
2023-07-27 07:25:00,328 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.940, mIoU: 0.394
2023-07-27 07:25:00,345 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.423
2023-07-27 07:25:00,360 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.410
2023-07-27 07:25:00,376 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.394
2023-07-27 07:25:00,393 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.385
2023-07-27 07:25:00,407 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.380
2023-07-27 07:25:00,418 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.378
2023-07-27 07:25:00,433 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.378
2023-07-27 07:25:00,449 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.386
2023-07-27 07:25:00,467 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.431
2023-07-27 07:25:00,483 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.431
2023-07-27 07:25:00,500 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.442
2023-07-27 07:25:00,516 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.475
2023-07-27 07:25:00,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.478
2023-07-27 07:25:00,552 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.477
2023-07-27 07:25:00,568 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.478
2023-07-27 07:25:00,585 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.478
2023-07-27 07:25:00,598 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.478
2023-07-27 07:25:00,615 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.465
2023-07-27 07:25:00,631 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.466
2023-07-27 07:25:00,646 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.465
2023-07-27 07:25:00,664 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-27 07:25:00,680 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.476
2023-07-27 07:25:00,696 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.475
2023-07-27 07:25:00,712 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.499
2023-07-27 07:25:00,729 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.499
2023-07-27 07:25:00,743 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.501
2023-07-27 07:25:00,757 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.545
2023-07-27 07:25:00,774 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.533
2023-07-27 07:25:00,789 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-27 07:25:00,803 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.558
2023-07-27 07:25:00,819 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.557
2023-07-27 07:25:00,835 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.555
2023-07-27 07:25:00,849 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.555
2023-07-27 07:25:00,865 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.557
2023-07-27 07:25:00,881 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.561
2023-07-27 07:25:00,895 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.568
2023-07-27 07:25:00,908 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.568
2023-07-27 07:25:00,924 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.571
2023-07-27 07:25:00,942 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.571
2023-07-27 07:25:00,959 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.568
2023-07-27 07:25:00,976 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.568
2023-07-27 07:25:00,991 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-27 07:25:01,008 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 07:25:01,025 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.570
2023-07-27 07:25:01,039 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.566
2023-07-27 07:25:01,056 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-27 07:25:01,075 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.561
2023-07-27 07:25:01,089 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.564
2023-07-27 07:25:01,105 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.609
2023-07-27 07:25:01,120 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.610
2023-07-27 07:25:01,136 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.608
2023-07-27 07:25:01,150 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.608
2023-07-27 07:25:01,170 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-27 07:25:01,184 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-27 07:25:01,201 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-27 07:25:01,217 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-27 07:25:01,231 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-27 07:25:01,248 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-27 07:25:01,264 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.657
2023-07-27 07:25:01,281 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 07:25:01,295 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-27 07:25:01,311 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-27 07:25:01,327 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 07:25:01,343 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 07:25:01,360 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-27 07:25:01,377 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 07:25:01,387 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:25:01,404 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:01,422 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:25:01,437 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:25:01,453 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:25:01,470 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:01,487 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:01,504 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:01,521 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:01,537 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-27 07:25:01,553 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-27 07:25:01,569 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-27 07:25:01,583 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 07:25:01,599 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:01,616 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:01,632 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-27 07:25:01,648 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-27 07:25:01,664 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.679
2023-07-27 07:25:01,680 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-27 07:25:01,694 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-27 07:25:01,708 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-27 07:25:01,724 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-27 07:25:01,738 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-27 07:25:01,755 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-27 07:25:01,771 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.676
2023-07-27 07:25:01,786 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-27 07:25:01,802 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-27 07:25:01,819 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-27 07:25:01,833 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-27 07:25:01,849 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-27 07:25:01,866 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-27 07:25:01,880 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-27 07:25:01,894 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-27 07:25:01,908 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.677
2023-07-27 07:25:01,923 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-27 07:25:01,939 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-27 07:25:02,001 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 07:25:02,048 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 07:25:02,094 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:25:02,111 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:25:02,128 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 07:25:02,137 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-27 07:25:02,167 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-27 07:25:02,190 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 07:25:02,222 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-27 07:25:02,253 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.649
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2023-07-27 07:25:02,281 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 07:25:02,297 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 07:25:02,311 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-27 07:25:02,328 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-27 07:25:02,358 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 07:25:02,375 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-27 07:25:02,391 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 07:25:02,408 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 07:25:02,425 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 07:25:02,440 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 07:25:02,456 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:25:02,472 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-27 07:25:02,483 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:02,499 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:02,515 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 07:25:02,530 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 07:25:02,545 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 07:25:02,559 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:02,574 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:02,590 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-27 07:25:02,673 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 07:25:02,703 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:02,719 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:25:02,734 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:25:02,748 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 07:25:02,761 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-27 07:25:02,793 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-27 07:25:02,809 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 07:25:02,826 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 07:25:03,192 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-27 07:25:03,283 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.918, mIoU: 0.639
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2023-07-27 07:25:03,838 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 07:25:03,854 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-27 07:25:06,906 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 07:25:06,986 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:25:07,003 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-27 07:25:07,019 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 07:25:07,037 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-27 07:25:07,148 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,164 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,179 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,195 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,209 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,224 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,238 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-27 07:25:07,250 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-27 07:25:07,297 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:25:07,313 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:25:07,330 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.915, mIoU: 0.637
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2023-07-27 07:25:07,363 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-27 07:25:07,399 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:25:07,413 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:25:07,430 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:25:07,444 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:25:07,460 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,477 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,493 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,509 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,524 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-27 07:25:07,538 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-27 07:25:07,554 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 07:25:07,569 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 07:25:07,583 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-27 07:25:07,611 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 07:25:07,627 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 07:25:07,641 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-27 07:25:07,657 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 07:25:07,672 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-27 07:25:07,688 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-27 07:25:07,699 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-27 07:25:07,713 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.917, mIoU: 0.646
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2023-07-27 07:25:07,746 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 07:25:07,788 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-27 07:25:07,821 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 07:25:07,837 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 07:25:07,847 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-27 07:25:07,863 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 07:25:07,879 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.650
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2023-07-27 07:25:07,909 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-27 07:25:07,925 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:07,939 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:07,956 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:07,970 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:07,987 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 07:25:08,004 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 07:25:08,020 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 07:25:08,037 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:08,052 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-27 07:25:08,098 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-27 07:25:08,114 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 07:25:08,226 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-27 07:25:08,242 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-27 07:25:08,258 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 07:25:08,274 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 07:25:08,288 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 07:25:08,304 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 07:25:08,320 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-27 07:25:08,334 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 07:25:08,350 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-27 07:25:08,362 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 07:25:08,378 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-27 07:25:08,392 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-27 07:25:08,404 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 07:25:08,416 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-27 07:25:08,432 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-27 07:25:08,448 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-27 07:25:08,463 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,479 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,488 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,504 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,521 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,538 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,554 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,571 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,585 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,599 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,615 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,631 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,647 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:08,661 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-27 07:25:08,675 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 07:25:08,691 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 07:25:08,722 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-27 07:25:08,752 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-27 07:25:08,816 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 07:25:08,831 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-27 07:25:08,845 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 07:25:09,000 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 07:25:09,925 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 07:25:09,941 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 07:25:09,960 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-27 07:25:09,976 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-27 07:25:09,993 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-27 07:25:10,003 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-27 07:25:10,017 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 07:25:10,033 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 07:25:10,047 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-27 07:25:10,062 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-27 07:25:10,076 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,090 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,106 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,123 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,140 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,157 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,172 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,188 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,202 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,218 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,234 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,251 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,267 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,284 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,300 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,314 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,331 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,347 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 07:25:10,360 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,374 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,389 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,405 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,421 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,435 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,450 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,466 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,482 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,495 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-27 07:25:10,508 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,516 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,532 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-27 07:25:10,548 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 07:25:10,564 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-27 07:25:10,581 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,598 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,614 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,631 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,648 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,662 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,678 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,693 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,710 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:10,726 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:10,740 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:10,754 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:10,768 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:10,782 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:10,796 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:10,810 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:10,824 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:10,839 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 07:25:10,855 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 07:25:10,867 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:10,881 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:10,895 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:10,907 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:10,923 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:10,938 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:10,954 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:10,971 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:10,987 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,004 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:11,018 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,035 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,052 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,071 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,088 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:11,104 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:11,122 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:11,136 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:11,150 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:11,164 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,180 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,197 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:11,211 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:25:11,225 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:11,241 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:11,256 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:11,272 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:11,288 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,303 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,317 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,333 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:11,346 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:11,361 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,377 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,392 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,410 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,424 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,441 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,458 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,472 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,486 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,503 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:11,519 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,535 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,552 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,564 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,578 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:11,594 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:11,607 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:11,623 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:11,641 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:11,655 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:11,671 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:11,685 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:11,701 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,717 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,731 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,744 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,760 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,776 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,790 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,807 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:11,823 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:11,838 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:11,853 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:11,869 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,886 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,904 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,919 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,934 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,949 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,966 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,980 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:11,994 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,010 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,026 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,039 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,056 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,072 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,088 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,105 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,118 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,131 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,147 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,161 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,175 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,190 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,207 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,222 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,237 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,254 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,271 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,288 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,305 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:12,320 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:12,334 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:12,350 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:12,366 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:12,383 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:25:12,399 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:25:12,413 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:12,427 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,439 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,456 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,472 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,488 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,503 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:12,516 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,529 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,545 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,561 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,575 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,591 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,605 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,622 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,636 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,653 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,667 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:12,683 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:12,699 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:12,713 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:12,730 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,746 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,762 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,778 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,794 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,810 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,826 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,841 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,857 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,873 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,887 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,901 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,915 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,932 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,946 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:12,964 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,979 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:12,991 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,007 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,024 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,041 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,055 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,072 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,088 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,102 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,118 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,135 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,151 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 07:25:13,165 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,178 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,196 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,212 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,228 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,242 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,258 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,274 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,290 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,306 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,320 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,336 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,350 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,366 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,381 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:25:13,394 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,411 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,425 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,442 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,458 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,474 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,490 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,507 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,523 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,538 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,556 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,572 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,589 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,605 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,616 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,631 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,645 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,661 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,677 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,693 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,707 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,723 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:13,738 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,753 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,770 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,786 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:13,800 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:13,816 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:13,832 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,849 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:13,863 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,879 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,895 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,912 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:13,927 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,943 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,959 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,974 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:25:13,989 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,005 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,019 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,034 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,048 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:14,062 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:14,078 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:14,094 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:14,109 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,125 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,140 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,154 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,167 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:14,182 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,196 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,209 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,225 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,241 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,258 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,275 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,289 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,303 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,320 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,336 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,351 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,367 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,381 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,397 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,412 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,429 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,446 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,462 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,471 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,489 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,506 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,520 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,536 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,552 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,568 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,582 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,599 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,615 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,632 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,647 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,663 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,681 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,697 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,711 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,727 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,742 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,757 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 07:25:14,771 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,786 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,802 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,817 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,824 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,838 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-27 07:25:14,852 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,865 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,878 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-27 07:25:14,894 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,910 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,926 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,939 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,953 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,968 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:25:14,980 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:14,996 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,010 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,026 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,042 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,058 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,074 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,086 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,100 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,116 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,132 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,148 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,164 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,177 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,188 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,200 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,214 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,226 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,242 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,255 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,271 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:15,288 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,304 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,319 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:15,336 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,352 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,368 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,384 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,399 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,414 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,430 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,446 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,460 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,474 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,489 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,503 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,519 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,533 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,549 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,565 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,584 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,600 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,614 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,630 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,646 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,661 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,677 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,691 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,705 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,721 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:25:15,737 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:15,753 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:15,769 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:25:15,786 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:25:15,802 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:25:15,818 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:15,834 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:15,848 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:15,864 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:15,875 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:15,888 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:25:15,904 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:25:15,916 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,932 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,947 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:25:15,963 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,979 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:15,995 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,010 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,025 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,038 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,054 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,067 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,082 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,098 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,111 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,127 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,140 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,156 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,172 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:25:16,188 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,203 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,219 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,233 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,246 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,262 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,276 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,290 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,308 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,324 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,340 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,354 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,368 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,385 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,403 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,420 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,434 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,448 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,464 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,481 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,497 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,512 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,528 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,543 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,558 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,574 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,590 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,605 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,620 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:25:16,635 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,649 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,664 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,680 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,696 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,709 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:25:16,724 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:16,740 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,757 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,770 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:25:16,786 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,802 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,817 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,833 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,849 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,865 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,878 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,894 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,911 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:16,925 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:16,941 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:16,955 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:16,964 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:16,980 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:25:17,026 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:25:17,084 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,100 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,116 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,134 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:25:17,167 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:25:17,183 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:25:17,228 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,244 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,257 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,271 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,287 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,303 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,319 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:17,335 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:25:17,349 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:17,365 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:17,380 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:17,394 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:17,410 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:25:17,579 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:25:17,667 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,678 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,691 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,709 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:25:17,836 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,850 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,866 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:25:17,880 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:25:18,730 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,741 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:18,757 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:18,774 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:18,790 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,804 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,817 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,833 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,848 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:18,864 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:18,878 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:18,894 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:18,908 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,922 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,938 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,954 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:18,970 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:18,987 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,004 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,018 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,035 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,050 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,067 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,083 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,097 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,111 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,128 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,144 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,161 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,174 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,188 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,204 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,220 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,234 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,248 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,264 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,280 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,296 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,311 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,327 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,344 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,357 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,372 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,388 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,402 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,417 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,433 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,448 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,464 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,479 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,495 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,510 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,525 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,541 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,556 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,573 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,589 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:19,605 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,621 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,635 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,649 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,665 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,682 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,695 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,711 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,728 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,743 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,759 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,775 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,792 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,808 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,822 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,836 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,850 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,864 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,878 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,894 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,910 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 07:25:19,938 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:19,954 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 07:25:19,981 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:19,997 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,014 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,029 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,045 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,059 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,075 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:20,091 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:20,104 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:20,121 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:20,137 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:20,153 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,167 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,184 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,201 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,217 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,233 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,247 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,263 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,279 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,296 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,312 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,327 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,343 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,360 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,376 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,392 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,407 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,423 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,439 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,451 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,466 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,479 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:25:20,598 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,613 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,629 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,646 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:25:20,693 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:25:20,707 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:25:20,723 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 07:25:20,769 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:25:20,905 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:20,920 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:25:20,995 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:25:21,008 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 07:25:21,024 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:25:21,074 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 07:25:21,521 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,537 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-27 07:25:21,597 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 07:25:21,677 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,691 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,707 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,723 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,739 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,755 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,771 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,787 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,803 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,817 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,833 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,847 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,863 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,879 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,895 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,911 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,927 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,942 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,952 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,967 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,981 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:21,997 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,013 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,029 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,045 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,057 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,067 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,085 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,101 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,117 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,131 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,147 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,162 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,176 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,192 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,208 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,223 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,238 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,252 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,267 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,283 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,298 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,312 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,327 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,343 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,358 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,375 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,388 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,403 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:25:22,419 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:25:22,436 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:25:40,063 semantic_segmentation INFO: Iters: 140010/150000 || Lr: 0.001747 || Task Loss: 0.4105 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:22 || Estimated Time: 4:53:51
2023-07-27 07:25:58,133 semantic_segmentation INFO: Iters: 140020/150000 || Lr: 0.001745 || Task Loss: 0.2786 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:40 || Estimated Time: 4:53:33
2023-07-27 07:26:16,199 semantic_segmentation INFO: Iters: 140030/150000 || Lr: 0.001743 || Task Loss: 0.3618 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:58 || Estimated Time: 4:53:15
2023-07-27 07:26:35,063 semantic_segmentation INFO: Iters: 140040/150000 || Lr: 0.001742 || Task Loss: 0.3651 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:17 || Estimated Time: 4:52:58
2023-07-27 07:26:53,751 semantic_segmentation INFO: Iters: 140050/150000 || Lr: 0.001740 || Task Loss: 0.3039 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:36 || Estimated Time: 4:52:40
2023-07-27 07:27:11,888 semantic_segmentation INFO: Iters: 140060/150000 || Lr: 0.001739 || Task Loss: 0.2929 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:54 || Estimated Time: 4:52:23
2023-07-27 07:27:30,261 semantic_segmentation INFO: Iters: 140070/150000 || Lr: 0.001737 || Task Loss: 0.3800 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:12 || Estimated Time: 4:52:05
2023-07-27 07:27:48,293 semantic_segmentation INFO: Iters: 140080/150000 || Lr: 0.001736 || Task Loss: 0.2769 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:30 || Estimated Time: 4:51:48
2023-07-27 07:28:06,604 semantic_segmentation INFO: Iters: 140090/150000 || Lr: 0.001734 || Task Loss: 0.3460 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:48 || Estimated Time: 4:51:30
2023-07-27 07:28:25,633 semantic_segmentation INFO: Iters: 140100/150000 || Lr: 0.001732 || Task Loss: 0.3943 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:07 || Estimated Time: 4:51:12
2023-07-27 07:28:43,839 semantic_segmentation INFO: Iters: 140110/150000 || Lr: 0.001731 || Task Loss: 0.3182 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:26 || Estimated Time: 4:50:55
2023-07-27 07:29:02,464 semantic_segmentation INFO: Iters: 140120/150000 || Lr: 0.001729 || Task Loss: 0.3148 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:44 || Estimated Time: 4:50:37
2023-07-27 07:29:20,480 semantic_segmentation INFO: Iters: 140130/150000 || Lr: 0.001728 || Task Loss: 0.3355 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:02 || Estimated Time: 4:50:20
2023-07-27 07:29:39,145 semantic_segmentation INFO: Iters: 140140/150000 || Lr: 0.001726 || Task Loss: 0.4554 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:21 || Estimated Time: 4:50:02
2023-07-27 07:29:57,966 semantic_segmentation INFO: Iters: 140150/150000 || Lr: 0.001725 || Task Loss: 0.4353 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:40 || Estimated Time: 4:49:44
2023-07-27 07:30:16,349 semantic_segmentation INFO: Iters: 140160/150000 || Lr: 0.001723 || Task Loss: 0.3454 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:58 || Estimated Time: 4:49:27
2023-07-27 07:30:34,477 semantic_segmentation INFO: Iters: 140170/150000 || Lr: 0.001721 || Task Loss: 0.3702 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:16 || Estimated Time: 4:49:09
2023-07-27 07:30:53,114 semantic_segmentation INFO: Iters: 140180/150000 || Lr: 0.001720 || Task Loss: 0.2681 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:35 || Estimated Time: 4:48:52
2023-07-27 07:31:11,448 semantic_segmentation INFO: Iters: 140190/150000 || Lr: 0.001718 || Task Loss: 0.3731 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:53 || Estimated Time: 4:48:34
2023-07-27 07:31:30,090 semantic_segmentation INFO: Iters: 140200/150000 || Lr: 0.001717 || Task Loss: 0.2906 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:12 || Estimated Time: 4:48:16
2023-07-27 07:31:48,797 semantic_segmentation INFO: Iters: 140210/150000 || Lr: 0.001715 || Task Loss: 0.2942 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:31 || Estimated Time: 4:47:59
2023-07-27 07:32:07,190 semantic_segmentation INFO: Iters: 140220/150000 || Lr: 0.001714 || Task Loss: 0.2075 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:49 || Estimated Time: 4:47:41
2023-07-27 07:32:25,286 semantic_segmentation INFO: Iters: 140230/150000 || Lr: 0.001712 || Task Loss: 0.3483 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:07 || Estimated Time: 4:47:24
2023-07-27 07:32:43,755 semantic_segmentation INFO: Iters: 140240/150000 || Lr: 0.001710 || Task Loss: 0.4006 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:26 || Estimated Time: 4:47:06
2023-07-27 07:33:02,369 semantic_segmentation INFO: Iters: 140250/150000 || Lr: 0.001709 || Task Loss: 0.2392 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:44 || Estimated Time: 4:46:48
2023-07-27 07:33:20,605 semantic_segmentation INFO: Iters: 140260/150000 || Lr: 0.001707 || Task Loss: 0.4195 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:02 || Estimated Time: 4:46:31
2023-07-27 07:33:39,028 semantic_segmentation INFO: Iters: 140270/150000 || Lr: 0.001706 || Task Loss: 0.3464 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:21 || Estimated Time: 4:46:13
2023-07-27 07:33:57,417 semantic_segmentation INFO: Iters: 140280/150000 || Lr: 0.001704 || Task Loss: 0.4042 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:39 || Estimated Time: 4:45:56
2023-07-27 07:34:15,712 semantic_segmentation INFO: Iters: 140290/150000 || Lr: 0.001702 || Task Loss: 0.3421 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:57 || Estimated Time: 4:45:38
2023-07-27 07:34:34,341 semantic_segmentation INFO: Iters: 140300/150000 || Lr: 0.001701 || Task Loss: 0.3264 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:16 || Estimated Time: 4:45:20
2023-07-27 07:34:53,029 semantic_segmentation INFO: Iters: 140310/150000 || Lr: 0.001699 || Task Loss: 0.4504 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:35 || Estimated Time: 4:45:03
2023-07-27 07:35:11,228 semantic_segmentation INFO: Iters: 140320/150000 || Lr: 0.001698 || Task Loss: 0.2071 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:53 || Estimated Time: 4:44:45
2023-07-27 07:35:29,682 semantic_segmentation INFO: Iters: 140330/150000 || Lr: 0.001696 || Task Loss: 0.3485 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:11 || Estimated Time: 4:44:28
2023-07-27 07:35:48,192 semantic_segmentation INFO: Iters: 140340/150000 || Lr: 0.001695 || Task Loss: 0.3340 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:30 || Estimated Time: 4:44:10
2023-07-27 07:36:06,167 semantic_segmentation INFO: Iters: 140350/150000 || Lr: 0.001693 || Task Loss: 0.2778 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:48 || Estimated Time: 4:43:52
2023-07-27 07:36:25,199 semantic_segmentation INFO: Iters: 140360/150000 || Lr: 0.001691 || Task Loss: 0.3092 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:07 || Estimated Time: 4:43:35
2023-07-27 07:36:43,556 semantic_segmentation INFO: Iters: 140370/150000 || Lr: 0.001690 || Task Loss: 0.3145 || KD Loss: 0.0252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:25 || Estimated Time: 4:43:17
2023-07-27 07:37:01,883 semantic_segmentation INFO: Iters: 140380/150000 || Lr: 0.001688 || Task Loss: 0.3622 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:44 || Estimated Time: 4:43:00
2023-07-27 07:37:20,749 semantic_segmentation INFO: Iters: 140390/150000 || Lr: 0.001687 || Task Loss: 0.3464 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:03 || Estimated Time: 4:42:42
2023-07-27 07:37:39,191 semantic_segmentation INFO: Iters: 140400/150000 || Lr: 0.001685 || Task Loss: 0.4792 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:21 || Estimated Time: 4:42:25
2023-07-27 07:37:57,253 semantic_segmentation INFO: Iters: 140410/150000 || Lr: 0.001684 || Task Loss: 0.4281 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:39 || Estimated Time: 4:42:07
2023-07-27 07:38:15,466 semantic_segmentation INFO: Iters: 140420/150000 || Lr: 0.001682 || Task Loss: 0.3287 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:57 || Estimated Time: 4:41:49
2023-07-27 07:38:34,345 semantic_segmentation INFO: Iters: 140430/150000 || Lr: 0.001680 || Task Loss: 0.3071 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:51:16 || Estimated Time: 4:41:32
2023-07-27 07:38:52,336 semantic_segmentation INFO: Iters: 140440/150000 || Lr: 0.001679 || Task Loss: 0.2881 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:51:34 || Estimated Time: 4:41:14
2023-07-27 07:39:10,774 semantic_segmentation INFO: Iters: 140450/150000 || Lr: 0.001677 || Task Loss: 0.4409 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:51:53 || Estimated Time: 4:40:56
2023-07-27 07:39:29,207 semantic_segmentation INFO: Iters: 140460/150000 || Lr: 0.001676 || Task Loss: 0.3737 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:11 || Estimated Time: 4:40:39
2023-07-27 07:39:47,642 semantic_segmentation INFO: Iters: 140470/150000 || Lr: 0.001674 || Task Loss: 0.2988 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:29 || Estimated Time: 4:40:21
2023-07-27 07:40:05,992 semantic_segmentation INFO: Iters: 140480/150000 || Lr: 0.001672 || Task Loss: 0.2480 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:48 || Estimated Time: 4:40:04
2023-07-27 07:40:24,603 semantic_segmentation INFO: Iters: 140490/150000 || Lr: 0.001671 || Task Loss: 0.4127 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:06 || Estimated Time: 4:39:46
2023-07-27 07:40:42,843 semantic_segmentation INFO: Iters: 140500/150000 || Lr: 0.001669 || Task Loss: 0.3297 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:25 || Estimated Time: 4:39:28
2023-07-27 07:41:00,988 semantic_segmentation INFO: Iters: 140510/150000 || Lr: 0.001668 || Task Loss: 0.3712 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:43 || Estimated Time: 4:39:11
2023-07-27 07:41:19,387 semantic_segmentation INFO: Iters: 140520/150000 || Lr: 0.001666 || Task Loss: 0.3527 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:01 || Estimated Time: 4:38:53
2023-07-27 07:41:37,755 semantic_segmentation INFO: Iters: 140530/150000 || Lr: 0.001665 || Task Loss: 0.3474 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:20 || Estimated Time: 4:38:36
2023-07-27 07:41:56,374 semantic_segmentation INFO: Iters: 140540/150000 || Lr: 0.001663 || Task Loss: 0.2607 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:38 || Estimated Time: 4:38:18
2023-07-27 07:42:15,154 semantic_segmentation INFO: Iters: 140550/150000 || Lr: 0.001661 || Task Loss: 0.3536 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:57 || Estimated Time: 4:38:01
2023-07-27 07:42:33,589 semantic_segmentation INFO: Iters: 140560/150000 || Lr: 0.001660 || Task Loss: 0.2915 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:15 || Estimated Time: 4:37:43
2023-07-27 07:42:52,030 semantic_segmentation INFO: Iters: 140570/150000 || Lr: 0.001658 || Task Loss: 0.3375 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:34 || Estimated Time: 4:37:25
2023-07-27 07:43:10,445 semantic_segmentation INFO: Iters: 140580/150000 || Lr: 0.001657 || Task Loss: 0.3960 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:52 || Estimated Time: 4:37:08
2023-07-27 07:43:28,877 semantic_segmentation INFO: Iters: 140590/150000 || Lr: 0.001655 || Task Loss: 0.3266 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:11 || Estimated Time: 4:36:50
2023-07-27 07:43:47,309 semantic_segmentation INFO: Iters: 140600/150000 || Lr: 0.001654 || Task Loss: 0.2425 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:29 || Estimated Time: 4:36:33
2023-07-27 07:44:05,506 semantic_segmentation INFO: Iters: 140610/150000 || Lr: 0.001652 || Task Loss: 0.2715 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:47 || Estimated Time: 4:36:15
2023-07-27 07:44:23,881 semantic_segmentation INFO: Iters: 140620/150000 || Lr: 0.001650 || Task Loss: 0.2827 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:06 || Estimated Time: 4:35:57
2023-07-27 07:44:42,317 semantic_segmentation INFO: Iters: 140630/150000 || Lr: 0.001649 || Task Loss: 0.4445 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:24 || Estimated Time: 4:35:40
2023-07-27 07:45:00,911 semantic_segmentation INFO: Iters: 140640/150000 || Lr: 0.001647 || Task Loss: 0.3025 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:43 || Estimated Time: 4:35:22
2023-07-27 07:45:19,408 semantic_segmentation INFO: Iters: 140650/150000 || Lr: 0.001646 || Task Loss: 0.3468 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:01 || Estimated Time: 4:35:04
2023-07-27 07:45:37,961 semantic_segmentation INFO: Iters: 140660/150000 || Lr: 0.001644 || Task Loss: 0.2505 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:20 || Estimated Time: 4:34:47
2023-07-27 07:45:56,058 semantic_segmentation INFO: Iters: 140670/150000 || Lr: 0.001642 || Task Loss: 0.3211 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:38 || Estimated Time: 4:34:29
2023-07-27 07:46:14,761 semantic_segmentation INFO: Iters: 140680/150000 || Lr: 0.001641 || Task Loss: 0.2613 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:57 || Estimated Time: 4:34:12
2023-07-27 07:46:33,213 semantic_segmentation INFO: Iters: 140690/150000 || Lr: 0.001639 || Task Loss: 0.2202 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:15 || Estimated Time: 4:33:54
2023-07-27 07:46:51,635 semantic_segmentation INFO: Iters: 140700/150000 || Lr: 0.001638 || Task Loss: 0.2850 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:33 || Estimated Time: 4:33:36
2023-07-27 07:47:10,078 semantic_segmentation INFO: Iters: 140710/150000 || Lr: 0.001636 || Task Loss: 0.2852 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:52 || Estimated Time: 4:33:19
2023-07-27 07:47:28,510 semantic_segmentation INFO: Iters: 140720/150000 || Lr: 0.001634 || Task Loss: 0.4896 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:10 || Estimated Time: 4:33:01
2023-07-27 07:47:46,949 semantic_segmentation INFO: Iters: 140730/150000 || Lr: 0.001633 || Task Loss: 0.3488 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:29 || Estimated Time: 4:32:44
2023-07-27 07:48:05,377 semantic_segmentation INFO: Iters: 140740/150000 || Lr: 0.001631 || Task Loss: 0.3230 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:47 || Estimated Time: 4:32:26
2023-07-27 07:48:23,796 semantic_segmentation INFO: Iters: 140750/150000 || Lr: 0.001630 || Task Loss: 0.2925 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:06 || Estimated Time: 4:32:08
2023-07-27 07:48:42,226 semantic_segmentation INFO: Iters: 140760/150000 || Lr: 0.001628 || Task Loss: 0.3132 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:24 || Estimated Time: 4:31:51
2023-07-27 07:49:00,751 semantic_segmentation INFO: Iters: 140770/150000 || Lr: 0.001627 || Task Loss: 0.3144 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:43 || Estimated Time: 4:31:33
2023-07-27 07:49:19,026 semantic_segmentation INFO: Iters: 140780/150000 || Lr: 0.001625 || Task Loss: 0.2564 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:01 || Estimated Time: 4:31:16
2023-07-27 07:49:37,461 semantic_segmentation INFO: Iters: 140790/150000 || Lr: 0.001623 || Task Loss: 0.3186 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:19 || Estimated Time: 4:30:58
2023-07-27 07:49:55,901 semantic_segmentation INFO: Iters: 140800/150000 || Lr: 0.001622 || Task Loss: 0.3781 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:38 || Estimated Time: 4:30:40
2023-07-27 07:49:56,026 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:49:56,412 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.089
2023-07-27 07:49:56,425 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.130
2023-07-27 07:49:56,440 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.139
2023-07-27 07:49:56,455 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.140
2023-07-27 07:49:56,469 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.214
2023-07-27 07:49:56,482 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.260
2023-07-27 07:49:56,497 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.301
2023-07-27 07:49:56,512 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.305
2023-07-27 07:49:56,525 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.341
2023-07-27 07:49:56,541 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.387
2023-07-27 07:49:56,556 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.389
2023-07-27 07:49:56,571 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.422
2023-07-27 07:49:56,585 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.410
2023-07-27 07:49:56,601 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.395
2023-07-27 07:49:56,617 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.386
2023-07-27 07:49:56,632 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.381
2023-07-27 07:49:56,644 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.379
2023-07-27 07:49:56,658 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.379
2023-07-27 07:49:56,675 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.388
2023-07-27 07:49:56,693 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.432
2023-07-27 07:49:56,709 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.433
2023-07-27 07:49:56,725 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.444
2023-07-27 07:49:56,741 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.480
2023-07-27 07:49:56,758 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.483
2023-07-27 07:49:56,774 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.482
2023-07-27 07:49:56,789 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.482
2023-07-27 07:49:56,806 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.481
2023-07-27 07:49:56,818 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.481
2023-07-27 07:49:56,835 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.468
2023-07-27 07:49:56,851 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.469
2023-07-27 07:49:56,866 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.468
2023-07-27 07:49:56,882 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.468
2023-07-27 07:49:56,898 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.477
2023-07-27 07:49:56,914 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.476
2023-07-27 07:49:56,930 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.501
2023-07-27 07:49:56,945 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.502
2023-07-27 07:49:56,959 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.505
2023-07-27 07:49:56,972 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.549
2023-07-27 07:49:56,990 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.532
2023-07-27 07:49:57,004 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.530
2023-07-27 07:49:57,019 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-27 07:49:57,035 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.556
2023-07-27 07:49:57,050 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.555
2023-07-27 07:49:57,065 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.555
2023-07-27 07:49:57,081 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-27 07:49:57,098 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-27 07:49:57,112 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-27 07:49:57,126 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-27 07:49:57,141 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-27 07:49:57,159 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-27 07:49:57,176 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-27 07:49:57,192 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 07:49:57,207 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.566
2023-07-27 07:49:57,224 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.567
2023-07-27 07:49:57,240 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.571
2023-07-27 07:49:57,254 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 07:49:57,271 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-27 07:49:57,290 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.563
2023-07-27 07:49:57,304 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.566
2023-07-27 07:49:57,320 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-27 07:49:57,334 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-27 07:49:57,351 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-27 07:49:57,364 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-27 07:49:57,384 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-27 07:49:57,398 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.617
2023-07-27 07:49:57,414 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.616
2023-07-27 07:49:57,431 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.617
2023-07-27 07:49:57,446 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-27 07:49:57,463 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-27 07:49:57,480 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-27 07:49:57,497 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-27 07:49:57,512 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-27 07:49:57,528 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-27 07:49:57,544 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-27 07:49:57,560 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.684
2023-07-27 07:49:57,577 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-27 07:49:57,593 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-27 07:49:57,603 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 07:49:57,619 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 07:49:57,636 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 07:49:57,650 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-27 07:49:57,666 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-27 07:49:57,682 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-27 07:49:57,699 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-27 07:49:57,715 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 07:49:57,731 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 07:49:57,746 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 07:49:57,762 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.668
2023-07-27 07:49:57,778 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 07:49:57,792 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 07:49:57,808 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 07:49:57,825 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 07:49:57,842 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 07:49:57,859 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-27 07:49:57,876 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-27 07:49:57,892 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-27 07:49:57,907 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-27 07:49:57,921 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-27 07:49:57,938 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-27 07:49:57,953 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-27 07:49:57,969 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 07:49:57,985 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 07:49:57,999 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 07:49:58,015 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 07:49:58,031 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 07:49:58,045 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 07:49:58,061 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 07:49:58,077 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 07:49:58,091 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 07:49:58,106 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 07:49:58,119 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 07:49:58,133 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 07:49:58,149 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 07:49:58,165 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 07:49:58,181 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 07:49:58,195 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 07:49:58,209 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 07:49:58,224 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-27 07:49:58,239 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 07:49:58,255 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 07:49:58,272 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 07:49:58,286 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-27 07:49:58,301 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 07:49:58,318 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 07:49:58,334 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.667
2023-07-27 07:49:58,343 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 07:49:58,356 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 07:49:58,373 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-27 07:49:58,382 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-27 07:49:58,396 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 07:49:58,412 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 07:49:58,429 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 07:49:58,443 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 07:49:58,459 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 07:49:58,473 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 07:49:58,487 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-27 07:49:58,503 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 07:49:58,518 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 07:49:58,534 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 07:49:58,548 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 07:49:58,564 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 07:49:58,580 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 07:49:58,597 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 07:49:58,614 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 07:49:58,630 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 07:49:58,645 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 07:49:58,662 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 07:49:58,677 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 07:49:58,688 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:49:58,705 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:49:58,721 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 07:49:58,735 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 07:49:58,750 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:49:58,764 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 07:49:58,778 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:49:58,794 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:49:58,810 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:49:58,827 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:49:58,843 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:49:58,859 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:49:58,875 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:49:58,891 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 07:49:58,905 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.678
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2023-07-27 07:50:01,959 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 07:50:01,973 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-27 07:50:01,986 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-27 07:50:02,002 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-27 07:50:02,018 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 07:50:02,033 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-27 07:50:02,063 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 07:50:02,077 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 07:50:02,093 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-27 07:50:02,107 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 07:50:02,123 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-27 07:50:02,139 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-27 07:50:02,156 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:50:02,170 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-27 07:50:02,187 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 07:50:02,203 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-27 07:50:02,219 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 07:50:02,235 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:50:02,251 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:50:02,267 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 07:50:02,283 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-27 07:50:02,299 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:50:02,315 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-27 07:50:02,331 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,346 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,361 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,377 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 07:50:02,394 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 07:50:02,410 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,426 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 07:50:02,441 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 07:50:02,458 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,471 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:02,487 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:02,501 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:02,518 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:02,534 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,550 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,564 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,578 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:02,596 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:02,610 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,626 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,641 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 07:50:02,657 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,673 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 07:50:02,687 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 07:50:02,703 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-27 07:50:02,719 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-27 07:50:02,736 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-27 07:50:02,750 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,765 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-27 07:50:02,780 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-27 07:50:02,794 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,807 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,824 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 07:50:02,840 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-27 07:50:02,856 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,873 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,886 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,903 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,920 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-27 07:50:02,936 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-27 07:50:02,950 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-27 07:50:02,966 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,980 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:02,998 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:03,012 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,028 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,044 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,058 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,073 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 07:50:03,089 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 07:50:03,103 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 07:50:03,118 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 07:50:03,135 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 07:50:03,150 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 07:50:03,167 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,184 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 07:50:03,200 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 07:50:03,217 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-27 07:50:03,233 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-27 07:50:03,266 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-27 07:50:03,282 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-27 07:50:03,311 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-27 07:50:03,329 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-27 07:50:03,346 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:03,362 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,378 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-27 07:50:03,393 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-27 07:50:03,409 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,423 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,434 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,449 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,464 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,480 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-27 07:50:03,496 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 07:50:03,513 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 07:50:03,529 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,546 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 07:50:03,555 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 07:50:03,566 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-27 07:50:03,580 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,594 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,611 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,625 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-27 07:50:03,641 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-27 07:50:03,659 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,675 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,691 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,708 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,722 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-27 07:50:03,738 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 07:50:03,754 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-27 07:50:03,768 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 07:50:03,785 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 07:50:03,797 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 07:50:03,813 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 07:50:03,828 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 07:50:03,844 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 07:50:03,859 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 07:50:03,875 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 07:50:03,885 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 07:50:03,899 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-27 07:50:03,915 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 07:50:03,930 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 07:50:03,944 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 07:50:03,957 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 07:50:03,972 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 07:50:03,988 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 07:50:04,005 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 07:50:04,020 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,029 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,046 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,062 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,075 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,091 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,107 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,121 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,138 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 07:50:04,152 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 07:50:04,168 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 07:50:04,185 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 07:50:04,202 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 07:50:04,219 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,234 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,248 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,264 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,280 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-27 07:50:04,295 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 07:50:04,310 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 07:50:04,327 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 07:50:04,344 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 07:50:04,360 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 07:50:04,374 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-27 07:50:04,438 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.652
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2023-07-27 07:50:04,544 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 07:50:04,685 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 07:50:04,732 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:04,748 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 07:50:04,776 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 07:50:04,869 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:04,884 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:04,900 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:04,914 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:04,930 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-27 07:50:04,994 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,010 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 07:50:05,024 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 07:50:05,040 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,056 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,071 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,087 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,101 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,118 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,134 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,151 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,162 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:05,178 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 07:50:05,195 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,208 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,224 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,238 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,254 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,271 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,287 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,301 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,314 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,328 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,344 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,360 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,377 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,392 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,409 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,423 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 07:50:05,439 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 07:50:05,456 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,470 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,486 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,502 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,517 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,533 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 07:50:05,549 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,561 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,577 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,593 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,608 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 07:50:05,624 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:05,640 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:05,653 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 07:50:05,669 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,685 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,700 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,714 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,730 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,745 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 07:50:05,761 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,777 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,793 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 07:50:05,810 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 07:50:05,826 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 07:50:05,843 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 07:50:05,858 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,873 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 07:50:05,889 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 07:50:05,905 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:05,921 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:05,935 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:05,952 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:05,966 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:05,982 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 07:50:05,998 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:06,015 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:06,031 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:06,047 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:06,062 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,077 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,093 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:06,108 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:06,123 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:06,142 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:06,157 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:06,173 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:06,184 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,198 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,214 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,228 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,244 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,258 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,272 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:06,289 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 07:50:06,306 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,322 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,339 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,353 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,369 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,383 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,398 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,415 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,431 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,447 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,463 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:06,479 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:06,493 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,509 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,525 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,538 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,552 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,567 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,583 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:06,599 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,613 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,629 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,646 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 07:50:06,662 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 07:50:06,691 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 07:50:06,715 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 07:50:06,732 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:50:06,766 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:06,782 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:06,799 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:50:06,846 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-27 07:50:06,920 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:06,933 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:06,946 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:06,961 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:06,974 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:06,988 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:07,001 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:07,016 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:07,032 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:07,045 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:07,059 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:07,073 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:07,085 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:07,101 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 07:50:07,132 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:07,148 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,163 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,179 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:07,192 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,208 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,224 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,242 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,259 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:07,275 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:07,292 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:07,306 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:07,320 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:07,334 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,351 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,368 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,383 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:07,397 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:07,413 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:50:07,549 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,563 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:50:07,593 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,609 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,625 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,639 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:07,652 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:50:07,685 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:07,701 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:50:07,729 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:50:07,757 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,770 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:07,786 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:07,804 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,818 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,834 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 07:50:07,864 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 07:50:07,895 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,909 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,925 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:07,941 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,956 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,971 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:07,987 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,002 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,017 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,033 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,049 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,067 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,081 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,096 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,110 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,127 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,141 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,155 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:08,170 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,186 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,199 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,216 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,232 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,248 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:08,265 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,280 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,293 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,308 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,323 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,336 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,351 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,367 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,382 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,396 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,411 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,428 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,444 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,461 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,475 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,489 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,505 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,521 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,538 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,553 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:08,567 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:08,580 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,592 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,609 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,625 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,640 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,655 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,667 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,681 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,697 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,713 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,727 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:08,743 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,757 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,774 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,788 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,805 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,819 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,835 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,851 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:08,866 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,883 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,899 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,915 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,931 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:08,947 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,963 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,979 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:08,994 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,009 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,025 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,039 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,053 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,067 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,085 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,100 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,118 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,135 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,148 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,163 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,181 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,198 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,212 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,229 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,245 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,260 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,275 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,292 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,308 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,322 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,334 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,352 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:09,368 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:09,384 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:09,398 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 07:50:09,414 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:09,429 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,445 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,461 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,475 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,491 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,505 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,521 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,537 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,551 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,567 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,582 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,598 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,613 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,629 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 07:50:09,645 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,660 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,676 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,691 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,708 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,724 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,741 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,757 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,767 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,782 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,796 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,812 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,828 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,844 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,858 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,873 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:09,889 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,905 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,922 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,939 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:09,953 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,970 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:09,987 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,003 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,017 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,033 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,049 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,065 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:10,079 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:10,095 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:10,111 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:10,126 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:10,141 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,157 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,171 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,186 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,200 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:10,215 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:10,231 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:10,247 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:10,263 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,279 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,295 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:10,309 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,323 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,339 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,353 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,367 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,383 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:10,399 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,415 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,431 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,445 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,459 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,476 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,491 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,505 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,522 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,536 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,552 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,568 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,585 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,601 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:10,617 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:50:10,627 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,644 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,660 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,674 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,690 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,706 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:50:10,722 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,735 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:10,751 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:50:10,767 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 07:50:10,784 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 07:50:10,800 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,815 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,833 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,849 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,863 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,879 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,895 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,910 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 07:50:10,924 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:10,941 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:10,957 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:10,974 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:10,981 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:10,996 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:11,010 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 07:50:11,023 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:11,035 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 07:50:11,051 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:11,066 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:50:11,082 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 07:50:11,094 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:11,108 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:11,124 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:11,135 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:11,152 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:11,166 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,183 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,199 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,215 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,232 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,244 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,258 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,274 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,290 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,306 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,322 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,336 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,347 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,358 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,372 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,385 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,401 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,415 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,430 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,447 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,463 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,478 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:11,493 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,509 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,525 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,542 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,557 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,573 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,589 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,606 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,619 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:11,633 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:11,649 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:11,663 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:11,680 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,693 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:11,709 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,725 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,744 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,761 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,775 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,791 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,807 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 07:50:11,823 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,838 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,852 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,866 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,881 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,896 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,912 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:50:11,927 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:50:11,944 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 07:50:11,961 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 07:50:11,976 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:11,992 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,006 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,023 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,033 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,047 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,063 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 07:50:12,075 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:12,091 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 07:50:12,107 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 07:50:12,123 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,139 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,155 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,171 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,186 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,199 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,216 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,229 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,245 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,260 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,273 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,289 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,302 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,317 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,333 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,349 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,365 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,381 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,395 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,409 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,425 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,439 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,454 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,471 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,487 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,503 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,517 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,530 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,547 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:12,564 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:12,580 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,594 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,608 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,624 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:12,640 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:12,656 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:12,672 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 07:50:12,688 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 07:50:12,704 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,719 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,735 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 07:50:12,751 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 07:50:12,767 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,782 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,798 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,811 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,828 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,843 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,860 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,873 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 07:50:12,888 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,904 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,921 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,935 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,950 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,966 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,981 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:12,998 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,015 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,032 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,046 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,062 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,079 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,093 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,109 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,123 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 07:50:13,132 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,148 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,164 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,178 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,194 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,210 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,224 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:13,237 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,253 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,269 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,284 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,302 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,317 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,334 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,349 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,363 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,379 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,396 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,412 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,425 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-27 07:50:13,439 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,456 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,472 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,488 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,504 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,518 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,535 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,550 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,565 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,581 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,598 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:13,614 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,629 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,643 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,659 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,675 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,691 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,706 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,720 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,736 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,749 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,763 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,776 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,791 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,806 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,822 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,838 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,849 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,863 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,880 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,896 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,910 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,926 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,943 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,958 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:13,972 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:13,987 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,003 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,018 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,034 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,047 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,062 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:50:14,110 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,126 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,139 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,155 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:14,171 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:14,184 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,200 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,215 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,231 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:50:14,273 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 07:50:14,288 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 07:50:14,318 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,331 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 07:50:14,378 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,388 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 07:50:14,422 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,438 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,454 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:14,468 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:14,485 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 07:50:14,500 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:14,514 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,530 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,546 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,562 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,579 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,595 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,610 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,625 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,640 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,654 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,669 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,685 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 07:50:14,701 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,714 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,729 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,741 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,756 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,772 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,787 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,800 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,816 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,833 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:14,850 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 07:50:14,878 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:14,893 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,905 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:14,921 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:14,936 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:14,952 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,966 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,980 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:14,996 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,011 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,027 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:15,071 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,086 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,102 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,118 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,134 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:15,166 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,180 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,196 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,210 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,226 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,241 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,255 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,269 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,286 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,302 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,318 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,332 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,346 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,362 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,378 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,392 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,406 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,422 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:15,438 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:15,453 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,469 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,485 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,502 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:15,516 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:15,547 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,560 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,576 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:15,591 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 07:50:15,623 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:15,638 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:15,654 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,669 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,684 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,700 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,716 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,732 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:15,747 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 07:50:15,763 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,778 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,792 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,805 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,821 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,837 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,851 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,867 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,884 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,900 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,916 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 07:50:15,932 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:15,964 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,034 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,066 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,109 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,136 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,169 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:16,309 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:16,600 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 07:50:16,629 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:16,765 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 07:50:16,811 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,827 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,843 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,857 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,873 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,888 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,902 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,918 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,930 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,947 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,963 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:16,978 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:16,994 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,008 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,022 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,037 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,052 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,068 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,081 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,095 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,112 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,128 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,144 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 07:50:17,158 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,174 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,191 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,208 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 07:50:17,224 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,240 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,248 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,265 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,278 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,292 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,308 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,324 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 07:50:17,339 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,356 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,372 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,387 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,403 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,417 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,432 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,449 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,465 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,482 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,498 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,516 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,531 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,547 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,563 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,579 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,593 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:17,607 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,623 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,639 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,655 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 07:50:17,671 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,686 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,702 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,718 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,731 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,747 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,761 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,776 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,793 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,808 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,823 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,837 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:17,853 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,868 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,885 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,901 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,917 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,934 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,950 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,964 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,981 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:17,995 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,011 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,028 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,044 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,061 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,077 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,092 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,102 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,118 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,131 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,147 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,162 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,178 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,193 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,205 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,215 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,232 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,247 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,262 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,276 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,291 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,307 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,322 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,338 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,354 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,370 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,386 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,400 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,415 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,431 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,447 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,461 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,477 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,492 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,508 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,524 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,538 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,553 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 07:50:18,568 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 07:50:18,586 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 07:50:36,216 semantic_segmentation INFO: Iters: 140810/150000 || Lr: 0.001620 || Task Loss: 0.3809 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:18 || Estimated Time: 4:30:24
2023-07-27 07:50:54,072 semantic_segmentation INFO: Iters: 140820/150000 || Lr: 0.001619 || Task Loss: 0.3448 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:36 || Estimated Time: 4:30:07
2023-07-27 07:51:13,216 semantic_segmentation INFO: Iters: 140830/150000 || Lr: 0.001617 || Task Loss: 0.3775 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:55 || Estimated Time: 4:29:49
2023-07-27 07:51:31,481 semantic_segmentation INFO: Iters: 140840/150000 || Lr: 0.001615 || Task Loss: 0.4821 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2471|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:13 || Estimated Time: 4:29:31
2023-07-27 07:51:49,938 semantic_segmentation INFO: Iters: 140850/150000 || Lr: 0.001614 || Task Loss: 0.2813 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:32 || Estimated Time: 4:29:14
2023-07-27 07:52:08,557 semantic_segmentation INFO: Iters: 140860/150000 || Lr: 0.001612 || Task Loss: 0.3986 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:50 || Estimated Time: 4:28:56
2023-07-27 07:52:27,228 semantic_segmentation INFO: Iters: 140870/150000 || Lr: 0.001611 || Task Loss: 0.2284 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:09 || Estimated Time: 4:28:39
2023-07-27 07:52:45,451 semantic_segmentation INFO: Iters: 140880/150000 || Lr: 0.001609 || Task Loss: 0.2884 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:27 || Estimated Time: 4:28:21
2023-07-27 07:53:04,468 semantic_segmentation INFO: Iters: 140890/150000 || Lr: 0.001608 || Task Loss: 0.3946 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:46 || Estimated Time: 4:28:04
2023-07-27 07:53:22,922 semantic_segmentation INFO: Iters: 140900/150000 || Lr: 0.001606 || Task Loss: 0.3479 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:05 || Estimated Time: 4:27:46
2023-07-27 07:53:41,400 semantic_segmentation INFO: Iters: 140910/150000 || Lr: 0.001604 || Task Loss: 0.2811 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:23 || Estimated Time: 4:27:28
2023-07-27 07:53:59,508 semantic_segmentation INFO: Iters: 140920/150000 || Lr: 0.001603 || Task Loss: 0.4323 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:41 || Estimated Time: 4:27:11
2023-07-27 07:54:18,086 semantic_segmentation INFO: Iters: 140930/150000 || Lr: 0.001601 || Task Loss: 0.3266 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:07:00 || Estimated Time: 4:26:53
2023-07-27 07:54:36,581 semantic_segmentation INFO: Iters: 140940/150000 || Lr: 0.001600 || Task Loss: 0.3311 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:07:18 || Estimated Time: 4:26:35
2023-07-27 07:54:55,144 semantic_segmentation INFO: Iters: 140950/150000 || Lr: 0.001598 || Task Loss: 0.3524 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:07:37 || Estimated Time: 4:26:18
2023-07-27 07:55:13,830 semantic_segmentation INFO: Iters: 140960/150000 || Lr: 0.001596 || Task Loss: 0.4717 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:07:56 || Estimated Time: 4:26:00
2023-07-27 07:55:32,401 semantic_segmentation INFO: Iters: 140970/150000 || Lr: 0.001595 || Task Loss: 0.4556 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:08:14 || Estimated Time: 4:25:43
2023-07-27 07:55:51,008 semantic_segmentation INFO: Iters: 140980/150000 || Lr: 0.001593 || Task Loss: 0.2937 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:08:33 || Estimated Time: 4:25:25
2023-07-27 07:56:09,574 semantic_segmentation INFO: Iters: 140990/150000 || Lr: 0.001592 || Task Loss: 0.1859 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:08:51 || Estimated Time: 4:25:08
2023-07-27 07:56:28,142 semantic_segmentation INFO: Iters: 141000/150000 || Lr: 0.001590 || Task Loss: 0.4246 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:10 || Estimated Time: 4:24:50
2023-07-27 07:56:46,590 semantic_segmentation INFO: Iters: 141010/150000 || Lr: 0.001588 || Task Loss: 0.3752 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:28 || Estimated Time: 4:24:32
2023-07-27 07:57:05,022 semantic_segmentation INFO: Iters: 141020/150000 || Lr: 0.001587 || Task Loss: 0.2545 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:47 || Estimated Time: 4:24:15
2023-07-27 07:57:23,444 semantic_segmentation INFO: Iters: 141030/150000 || Lr: 0.001585 || Task Loss: 0.2370 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:05 || Estimated Time: 4:23:57
2023-07-27 07:57:41,873 semantic_segmentation INFO: Iters: 141040/150000 || Lr: 0.001584 || Task Loss: 0.4482 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:24 || Estimated Time: 4:23:39
2023-07-27 07:58:00,311 semantic_segmentation INFO: Iters: 141050/150000 || Lr: 0.001582 || Task Loss: 0.2728 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:42 || Estimated Time: 4:23:22
2023-07-27 07:58:18,739 semantic_segmentation INFO: Iters: 141060/150000 || Lr: 0.001581 || Task Loss: 0.4391 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:01 || Estimated Time: 4:23:04
2023-07-27 07:58:37,166 semantic_segmentation INFO: Iters: 141070/150000 || Lr: 0.001579 || Task Loss: 0.3132 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:19 || Estimated Time: 4:22:47
2023-07-27 07:58:55,595 semantic_segmentation INFO: Iters: 141080/150000 || Lr: 0.001577 || Task Loss: 0.2481 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:37 || Estimated Time: 4:22:29
2023-07-27 07:59:14,047 semantic_segmentation INFO: Iters: 141090/150000 || Lr: 0.001576 || Task Loss: 0.1883 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:56 || Estimated Time: 4:22:11
2023-07-27 07:59:32,484 semantic_segmentation INFO: Iters: 141100/150000 || Lr: 0.001574 || Task Loss: 0.2083 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:14 || Estimated Time: 4:21:54
2023-07-27 07:59:50,905 semantic_segmentation INFO: Iters: 141110/150000 || Lr: 0.001573 || Task Loss: 0.3293 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:33 || Estimated Time: 4:21:36
2023-07-27 08:00:09,340 semantic_segmentation INFO: Iters: 141120/150000 || Lr: 0.001571 || Task Loss: 0.3338 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:51 || Estimated Time: 4:21:19
2023-07-27 08:00:27,756 semantic_segmentation INFO: Iters: 141130/150000 || Lr: 0.001569 || Task Loss: 0.2949 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:10 || Estimated Time: 4:21:01
2023-07-27 08:00:46,197 semantic_segmentation INFO: Iters: 141140/150000 || Lr: 0.001568 || Task Loss: 0.3154 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:28 || Estimated Time: 4:20:43
2023-07-27 08:01:04,620 semantic_segmentation INFO: Iters: 141150/150000 || Lr: 0.001566 || Task Loss: 0.2902 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:46 || Estimated Time: 4:20:26
2023-07-27 08:01:23,057 semantic_segmentation INFO: Iters: 141160/150000 || Lr: 0.001565 || Task Loss: 0.2400 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:14:05 || Estimated Time: 4:20:08
2023-07-27 08:01:41,489 semantic_segmentation INFO: Iters: 141170/150000 || Lr: 0.001563 || Task Loss: 0.2855 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:14:23 || Estimated Time: 4:19:51
2023-07-27 08:01:59,920 semantic_segmentation INFO: Iters: 141180/150000 || Lr: 0.001561 || Task Loss: 0.3470 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:14:42 || Estimated Time: 4:19:33
2023-07-27 08:02:18,354 semantic_segmentation INFO: Iters: 141190/150000 || Lr: 0.001560 || Task Loss: 0.3080 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:00 || Estimated Time: 4:19:15
2023-07-27 08:02:36,794 semantic_segmentation INFO: Iters: 141200/150000 || Lr: 0.001558 || Task Loss: 0.3489 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:19 || Estimated Time: 4:18:58
2023-07-27 08:02:55,223 semantic_segmentation INFO: Iters: 141210/150000 || Lr: 0.001557 || Task Loss: 0.2680 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:37 || Estimated Time: 4:18:40
2023-07-27 08:03:13,652 semantic_segmentation INFO: Iters: 141220/150000 || Lr: 0.001555 || Task Loss: 0.3063 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:55 || Estimated Time: 4:18:23
2023-07-27 08:03:32,082 semantic_segmentation INFO: Iters: 141230/150000 || Lr: 0.001553 || Task Loss: 0.5062 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:14 || Estimated Time: 4:18:05
2023-07-27 08:03:50,514 semantic_segmentation INFO: Iters: 141240/150000 || Lr: 0.001552 || Task Loss: 0.3169 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:32 || Estimated Time: 4:17:47
2023-07-27 08:04:08,947 semantic_segmentation INFO: Iters: 141250/150000 || Lr: 0.001550 || Task Loss: 0.3506 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:51 || Estimated Time: 4:17:30
2023-07-27 08:04:27,376 semantic_segmentation INFO: Iters: 141260/150000 || Lr: 0.001549 || Task Loss: 0.2272 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:09 || Estimated Time: 4:17:12
2023-07-27 08:04:45,815 semantic_segmentation INFO: Iters: 141270/150000 || Lr: 0.001547 || Task Loss: 0.3455 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:28 || Estimated Time: 4:16:54
2023-07-27 08:05:04,244 semantic_segmentation INFO: Iters: 141280/150000 || Lr: 0.001545 || Task Loss: 0.3919 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:46 || Estimated Time: 4:16:37
2023-07-27 08:05:22,678 semantic_segmentation INFO: Iters: 141290/150000 || Lr: 0.001544 || Task Loss: 0.2787 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:04 || Estimated Time: 4:16:19
2023-07-27 08:05:41,106 semantic_segmentation INFO: Iters: 141300/150000 || Lr: 0.001542 || Task Loss: 0.2451 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:23 || Estimated Time: 4:16:02
2023-07-27 08:05:59,539 semantic_segmentation INFO: Iters: 141310/150000 || Lr: 0.001541 || Task Loss: 0.4948 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:41 || Estimated Time: 4:15:44
2023-07-27 08:06:17,979 semantic_segmentation INFO: Iters: 141320/150000 || Lr: 0.001539 || Task Loss: 0.3354 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:00 || Estimated Time: 4:15:26
2023-07-27 08:06:36,395 semantic_segmentation INFO: Iters: 141330/150000 || Lr: 0.001537 || Task Loss: 0.2205 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:18 || Estimated Time: 4:15:09
2023-07-27 08:06:54,831 semantic_segmentation INFO: Iters: 141340/150000 || Lr: 0.001536 || Task Loss: 0.3263 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:37 || Estimated Time: 4:14:51
2023-07-27 08:07:13,260 semantic_segmentation INFO: Iters: 141350/150000 || Lr: 0.001534 || Task Loss: 0.3671 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:55 || Estimated Time: 4:14:34
2023-07-27 08:07:31,691 semantic_segmentation INFO: Iters: 141360/150000 || Lr: 0.001533 || Task Loss: 0.2606 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:13 || Estimated Time: 4:14:16
2023-07-27 08:07:50,127 semantic_segmentation INFO: Iters: 141370/150000 || Lr: 0.001531 || Task Loss: 0.2069 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:32 || Estimated Time: 4:13:58
2023-07-27 08:08:08,565 semantic_segmentation INFO: Iters: 141380/150000 || Lr: 0.001530 || Task Loss: 0.2936 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:50 || Estimated Time: 4:13:41
2023-07-27 08:08:26,991 semantic_segmentation INFO: Iters: 141390/150000 || Lr: 0.001528 || Task Loss: 0.3253 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:09 || Estimated Time: 4:13:23
2023-07-27 08:08:45,418 semantic_segmentation INFO: Iters: 141400/150000 || Lr: 0.001526 || Task Loss: 0.2499 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:27 || Estimated Time: 4:13:06
2023-07-27 08:09:03,854 semantic_segmentation INFO: Iters: 141410/150000 || Lr: 0.001525 || Task Loss: 0.2326 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:46 || Estimated Time: 4:12:48
2023-07-27 08:09:22,285 semantic_segmentation INFO: Iters: 141420/150000 || Lr: 0.001523 || Task Loss: 0.3379 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:04 || Estimated Time: 4:12:30
2023-07-27 08:09:40,707 semantic_segmentation INFO: Iters: 141430/150000 || Lr: 0.001522 || Task Loss: 0.3806 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:22 || Estimated Time: 4:12:13
2023-07-27 08:09:59,149 semantic_segmentation INFO: Iters: 141440/150000 || Lr: 0.001520 || Task Loss: 0.3176 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:41 || Estimated Time: 4:11:55
2023-07-27 08:10:17,581 semantic_segmentation INFO: Iters: 141450/150000 || Lr: 0.001518 || Task Loss: 0.3030 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:59 || Estimated Time: 4:11:38
2023-07-27 08:10:36,012 semantic_segmentation INFO: Iters: 141460/150000 || Lr: 0.001517 || Task Loss: 0.2843 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:18 || Estimated Time: 4:11:20
2023-07-27 08:10:54,449 semantic_segmentation INFO: Iters: 141470/150000 || Lr: 0.001515 || Task Loss: 0.4092 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:36 || Estimated Time: 4:11:02
2023-07-27 08:11:12,883 semantic_segmentation INFO: Iters: 141480/150000 || Lr: 0.001514 || Task Loss: 0.4888 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:55 || Estimated Time: 4:10:45
2023-07-27 08:11:31,306 semantic_segmentation INFO: Iters: 141490/150000 || Lr: 0.001512 || Task Loss: 0.1904 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:13 || Estimated Time: 4:10:27
2023-07-27 08:11:49,776 semantic_segmentation INFO: Iters: 141500/150000 || Lr: 0.001510 || Task Loss: 0.3658 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:32 || Estimated Time: 4:10:09
2023-07-27 08:12:08,739 semantic_segmentation INFO: Iters: 141510/150000 || Lr: 0.001509 || Task Loss: 0.3740 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:51 || Estimated Time: 4:09:52
2023-07-27 08:12:26,956 semantic_segmentation INFO: Iters: 141520/150000 || Lr: 0.001507 || Task Loss: 0.3603 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:09 || Estimated Time: 4:09:34
2023-07-27 08:12:45,353 semantic_segmentation INFO: Iters: 141530/150000 || Lr: 0.001506 || Task Loss: 0.3887 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:27 || Estimated Time: 4:09:17
2023-07-27 08:13:03,814 semantic_segmentation INFO: Iters: 141540/150000 || Lr: 0.001504 || Task Loss: 0.3491 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:46 || Estimated Time: 4:08:59
2023-07-27 08:13:22,607 semantic_segmentation INFO: Iters: 141550/150000 || Lr: 0.001502 || Task Loss: 0.4594 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:04 || Estimated Time: 4:08:41
2023-07-27 08:13:40,977 semantic_segmentation INFO: Iters: 141560/150000 || Lr: 0.001501 || Task Loss: 0.2429 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:23 || Estimated Time: 4:08:24
2023-07-27 08:13:59,589 semantic_segmentation INFO: Iters: 141570/150000 || Lr: 0.001499 || Task Loss: 0.3964 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:41 || Estimated Time: 4:08:06
2023-07-27 08:14:18,032 semantic_segmentation INFO: Iters: 141580/150000 || Lr: 0.001498 || Task Loss: 0.2806 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:00 || Estimated Time: 4:07:49
2023-07-27 08:14:36,736 semantic_segmentation INFO: Iters: 141590/150000 || Lr: 0.001496 || Task Loss: 0.3127 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:19 || Estimated Time: 4:07:31
2023-07-27 08:14:55,366 semantic_segmentation INFO: Iters: 141600/150000 || Lr: 0.001494 || Task Loss: 0.3819 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:37 || Estimated Time: 4:07:13
2023-07-27 08:14:55,491 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 08:14:55,877 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.088
2023-07-27 08:14:55,892 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.131
2023-07-27 08:14:55,907 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.143
2023-07-27 08:14:55,925 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.144
2023-07-27 08:14:55,941 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.217
2023-07-27 08:14:55,955 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.263
2023-07-27 08:14:55,971 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.303
2023-07-27 08:14:55,988 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.308
2023-07-27 08:14:56,002 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.345
2023-07-27 08:14:56,018 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.392
2023-07-27 08:14:56,035 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.394
2023-07-27 08:14:56,051 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.425
2023-07-27 08:14:56,065 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.415
2023-07-27 08:14:56,081 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.409
2023-07-27 08:14:56,097 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.926, mIoU: 0.403
2023-07-27 08:14:56,111 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.398
2023-07-27 08:14:56,123 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.396
2023-07-27 08:14:56,138 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.395
2023-07-27 08:14:56,154 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.401
2023-07-27 08:14:56,173 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.445
2023-07-27 08:14:56,189 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.446
2023-07-27 08:14:56,207 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.458
2023-07-27 08:14:56,223 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.490
2023-07-27 08:14:56,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.493
2023-07-27 08:14:56,258 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.492
2023-07-27 08:14:56,273 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.494
2023-07-27 08:14:56,290 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.494
2023-07-27 08:14:56,302 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.494
2023-07-27 08:14:56,319 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.481
2023-07-27 08:14:56,335 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.481
2023-07-27 08:14:56,351 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.481
2023-07-27 08:14:56,367 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.481
2023-07-27 08:14:56,384 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.491
2023-07-27 08:14:56,400 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.490
2023-07-27 08:14:56,416 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.518
2023-07-27 08:14:56,432 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.519
2023-07-27 08:14:56,447 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.520
2023-07-27 08:14:56,460 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.565
2023-07-27 08:14:56,478 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.547
2023-07-27 08:14:56,492 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.545
2023-07-27 08:14:56,506 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.571
2023-07-27 08:14:56,522 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.571
2023-07-27 08:14:56,538 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.569
2023-07-27 08:14:56,553 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.569
2023-07-27 08:14:56,570 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.572
2023-07-27 08:14:56,586 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-27 08:14:56,601 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.583
2023-07-27 08:14:56,614 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.584
2023-07-27 08:14:56,630 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-27 08:14:56,648 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-27 08:14:56,666 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.584
2023-07-27 08:14:56,682 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.584
2023-07-27 08:14:56,697 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.581
2023-07-27 08:14:56,715 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.582
2023-07-27 08:14:56,731 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.586
2023-07-27 08:14:56,745 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.582
2023-07-27 08:14:56,762 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.580
2023-07-27 08:14:56,780 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-27 08:14:56,794 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.580
2023-07-27 08:14:56,811 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-27 08:14:56,825 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.624
2023-07-27 08:14:56,841 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 08:14:56,854 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 08:14:56,873 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 08:14:56,887 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 08:14:56,903 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 08:14:56,919 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 08:14:56,933 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-27 08:14:56,950 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-27 08:14:56,967 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-27 08:14:56,984 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-27 08:14:56,999 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-27 08:14:57,016 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-27 08:14:57,033 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-27 08:14:57,049 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-27 08:14:57,066 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-27 08:14:57,082 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 08:14:57,092 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-27 08:14:57,109 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-27 08:14:57,127 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-27 08:14:57,142 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-27 08:14:57,158 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 08:14:57,174 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 08:14:57,190 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-27 08:14:57,207 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 08:14:57,223 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 08:14:57,240 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-27 08:14:57,255 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-27 08:14:57,271 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-27 08:14:57,286 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-27 08:14:57,302 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 08:14:57,318 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 08:14:57,334 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 08:14:57,351 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-27 08:14:57,368 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-27 08:14:57,385 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.690
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2023-07-27 08:15:03,497 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-27 08:15:03,640 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 08:15:03,672 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-27 08:15:03,702 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 08:15:03,718 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 08:15:03,735 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 08:15:03,751 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 08:15:03,766 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 08:15:03,779 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 08:15:03,795 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-27 08:15:03,810 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-27 08:15:03,825 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 08:15:03,839 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 08:15:03,856 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 08:15:03,872 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.652
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2023-07-27 08:15:03,933 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 08:15:03,950 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 08:15:03,966 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 08:15:03,983 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 08:15:03,998 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 08:15:04,014 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 08:15:04,031 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-27 08:15:04,045 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-27 08:15:04,062 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 08:15:04,075 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 08:15:04,091 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-27 08:15:04,118 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 08:15:04,131 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 08:15:04,146 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,162 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,178 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 08:15:04,202 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,218 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,234 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,250 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,265 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,281 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,294 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,308 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,324 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,341 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,357 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 08:15:04,371 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-27 08:15:04,401 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,417 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,434 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,448 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:04,464 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,481 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,498 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-27 08:15:04,512 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,529 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:04,545 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:04,558 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:04,575 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:04,591 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 08:15:04,865 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-27 08:15:04,930 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:04,946 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:04,959 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:04,975 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:04,992 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-27 08:15:05,021 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,037 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:05,052 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:05,067 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:05,083 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,095 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,110 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,127 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,142 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-27 08:15:05,159 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:05,175 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-27 08:15:05,187 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 08:15:05,204 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:05,220 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 08:15:05,236 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 08:15:05,281 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 08:15:05,330 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 08:15:05,346 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 08:15:05,379 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 08:15:05,394 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 08:15:05,457 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 08:15:05,470 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 08:15:05,487 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 08:15:05,502 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 08:15:05,518 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 08:15:05,534 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 08:15:05,551 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-27 08:15:05,600 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 08:15:05,631 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:15:05,647 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:15:05,664 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 08:15:05,684 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 08:15:05,743 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 08:15:05,759 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 08:15:06,284 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 08:15:06,530 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:15:06,544 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:15:06,559 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:15:06,574 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:15:06,591 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:15:06,604 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:15:06,619 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:15:06,634 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:15:06,646 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,662 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,679 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,695 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,711 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,727 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,743 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,757 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,774 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,790 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,808 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,825 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,841 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:06,857 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:06,871 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,885 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:06,898 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,914 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,931 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,945 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,959 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:06,975 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:06,991 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:07,007 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,024 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,040 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,054 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,070 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:07,084 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,100 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,116 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,132 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,149 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,164 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,180 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,197 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,211 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,225 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,241 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,258 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:07,274 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:07,290 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:15:07,302 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,316 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,331 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,345 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:15:07,361 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:07,379 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:07,393 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,410 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,424 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,441 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,457 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,471 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,486 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,502 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,518 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,532 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,548 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,564 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,580 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,594 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,610 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,626 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,644 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,658 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,673 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,687 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,704 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,718 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,732 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,748 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,764 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,778 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,795 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,812 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:07,829 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:07,847 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:07,861 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:07,874 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:07,889 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:07,904 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,917 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,931 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:07,948 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:07,962 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:07,976 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:07,991 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,008 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,025 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,042 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,057 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,071 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,087 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,104 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,120 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:15:08,137 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:15:08,151 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:15:08,165 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,177 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,195 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,211 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,227 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,242 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,254 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,268 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,284 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,300 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,314 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,329 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,343 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,360 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,373 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,389 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,403 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,420 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,436 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:08,451 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,468 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,484 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,501 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,517 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,533 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,549 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,565 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,581 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,597 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,613 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,627 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,641 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,655 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,672 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,687 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,704 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,720 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,732 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,747 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,764 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,780 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,793 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,810 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,826 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,841 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,857 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,874 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,890 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,905 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:08,917 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:08,936 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:08,952 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:08,969 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:08,984 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:09,000 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:09,016 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:09,033 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:09,048 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:09,062 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:15:09,078 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,092 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,108 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,122 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,136 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,152 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,165 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,181 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,196 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,212 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,228 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,244 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,260 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,275 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,293 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,308 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,325 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,341 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,351 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,366 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,380 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,396 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,412 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,429 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,443 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,459 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,475 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,490 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,507 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,524 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,538 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,554 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,570 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,586 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,600 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,616 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,632 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,649 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,664 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,680 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,697 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:15:09,711 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:09,727 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,743 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,756 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,771 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,785 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,800 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,816 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,832 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,848 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,864 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,880 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,894 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,908 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:09,923 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:09,937 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:09,951 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:09,966 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:09,982 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:09,998 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,014 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,028 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,042 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,059 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,075 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,090 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,106 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,120 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,136 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,152 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,169 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,185 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,201 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,210 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,228 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,244 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,258 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,273 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,289 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,305 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,319 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,335 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,350 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,367 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,382 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,398 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,415 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,431 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,445 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,461 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,478 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,493 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 08:15:10,507 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,523 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,540 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,556 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,563 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,577 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,591 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:15:10,604 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,616 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:15:10,632 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,647 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,663 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,676 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:10,690 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:10,705 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:15:10,717 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:10,733 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:10,747 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,763 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,778 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,794 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,810 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,822 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,836 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,851 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,867 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,883 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:15:10,899 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,913 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,924 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,936 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:15:10,950 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,962 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,978 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:10,992 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,008 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,025 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,041 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,056 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,073 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,088 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,104 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,121 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,136 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,151 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:15:11,167 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:15:11,183 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:15:11,196 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,210 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,225 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,238 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,255 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,269 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,285 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,302 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,321 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,338 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,353 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,369 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,386 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,402 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,418 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,433 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,447 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,464 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:15:11,480 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:15:11,496 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:15:11,512 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:15:11,528 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:15:11,545 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:15:11,560 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,576 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,589 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,605 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,615 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,629 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,644 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:15:11,656 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,672 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,688 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:15:11,704 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,721 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,737 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,753 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,769 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,783 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,799 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,813 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,829 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,845 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,859 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,875 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,889 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,904 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,920 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:11,937 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,953 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,968 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,982 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:11,995 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,011 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,025 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,039 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,055 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,071 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,086 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,100 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,114 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,131 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,148 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,165 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,179 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,193 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,210 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,226 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,242 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,258 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,275 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,291 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,306 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,322 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,338 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,354 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,369 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:15:12,385 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,398 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,414 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,429 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,445 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,458 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:15:12,473 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:15:12,489 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:12,505 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:12,519 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:12,535 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:12,551 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:15:12,566 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 08:15:12,776 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:15:12,793 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:15:12,807 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 08:15:12,853 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:15:12,869 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:15:12,887 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 08:15:12,967 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 08:15:14,081 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 08:15:15,526 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:15:15,541 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 08:15:16,530 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 08:15:16,981 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 08:15:17,111 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 08:15:17,143 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 08:15:17,296 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 08:15:17,446 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 08:15:18,048 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,062 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 08:15:18,094 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,110 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,127 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,141 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,156 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 08:15:18,172 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:15:18,189 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:15:35,820 semantic_segmentation INFO: Iters: 141610/150000 || Lr: 0.001493 || Task Loss: 0.3843 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:18 || Estimated Time: 4:06:57
2023-07-27 08:15:54,003 semantic_segmentation INFO: Iters: 141620/150000 || Lr: 0.001491 || Task Loss: 0.2844 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:36 || Estimated Time: 4:06:39
2023-07-27 08:16:12,480 semantic_segmentation INFO: Iters: 141630/150000 || Lr: 0.001490 || Task Loss: 0.2837 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:54 || Estimated Time: 4:06:22
2023-07-27 08:16:31,364 semantic_segmentation INFO: Iters: 141640/150000 || Lr: 0.001488 || Task Loss: 0.1814 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:13 || Estimated Time: 4:06:04
2023-07-27 08:16:49,750 semantic_segmentation INFO: Iters: 141650/150000 || Lr: 0.001486 || Task Loss: 0.3945 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:32 || Estimated Time: 4:05:47
2023-07-27 08:17:08,014 semantic_segmentation INFO: Iters: 141660/150000 || Lr: 0.001485 || Task Loss: 0.3437 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:50 || Estimated Time: 4:05:29
2023-07-27 08:17:26,766 semantic_segmentation INFO: Iters: 141670/150000 || Lr: 0.001483 || Task Loss: 0.2329 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:09 || Estimated Time: 4:05:11
2023-07-27 08:17:45,304 semantic_segmentation INFO: Iters: 141680/150000 || Lr: 0.001482 || Task Loss: 0.3783 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:27 || Estimated Time: 4:04:54
2023-07-27 08:18:04,478 semantic_segmentation INFO: Iters: 141690/150000 || Lr: 0.001480 || Task Loss: 0.3768 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:46 || Estimated Time: 4:04:36
2023-07-27 08:18:23,434 semantic_segmentation INFO: Iters: 141700/150000 || Lr: 0.001478 || Task Loss: 0.3436 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:05 || Estimated Time: 4:04:19
2023-07-27 08:18:41,348 semantic_segmentation INFO: Iters: 141710/150000 || Lr: 0.001477 || Task Loss: 0.3736 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:23 || Estimated Time: 4:04:01
2023-07-27 08:19:00,455 semantic_segmentation INFO: Iters: 141720/150000 || Lr: 0.001475 || Task Loss: 0.1960 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:42 || Estimated Time: 4:03:43
2023-07-27 08:19:18,995 semantic_segmentation INFO: Iters: 141730/150000 || Lr: 0.001473 || Task Loss: 0.2885 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:01 || Estimated Time: 4:03:26
2023-07-27 08:19:37,265 semantic_segmentation INFO: Iters: 141740/150000 || Lr: 0.001472 || Task Loss: 0.3387 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:19 || Estimated Time: 4:03:08
2023-07-27 08:19:56,061 semantic_segmentation INFO: Iters: 141750/150000 || Lr: 0.001470 || Task Loss: 0.3262 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:38 || Estimated Time: 4:02:51
2023-07-27 08:20:14,391 semantic_segmentation INFO: Iters: 141760/150000 || Lr: 0.001469 || Task Loss: 0.3715 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:56 || Estimated Time: 4:02:33
2023-07-27 08:20:33,333 semantic_segmentation INFO: Iters: 141770/150000 || Lr: 0.001467 || Task Loss: 0.3296 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:15 || Estimated Time: 4:02:15
2023-07-27 08:20:51,703 semantic_segmentation INFO: Iters: 141780/150000 || Lr: 0.001465 || Task Loss: 0.4302 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:33 || Estimated Time: 4:01:58
2023-07-27 08:21:10,251 semantic_segmentation INFO: Iters: 141790/150000 || Lr: 0.001464 || Task Loss: 0.3080 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:52 || Estimated Time: 4:01:40
2023-07-27 08:21:29,296 semantic_segmentation INFO: Iters: 141800/150000 || Lr: 0.001462 || Task Loss: 0.2304 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:11 || Estimated Time: 4:01:23
2023-07-27 08:21:48,148 semantic_segmentation INFO: Iters: 141810/150000 || Lr: 0.001461 || Task Loss: 0.2224 || KD Loss: 0.0208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:30 || Estimated Time: 4:01:05
2023-07-27 08:22:06,640 semantic_segmentation INFO: Iters: 141820/150000 || Lr: 0.001459 || Task Loss: 0.4560 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:48 || Estimated Time: 4:00:47
2023-07-27 08:22:25,559 semantic_segmentation INFO: Iters: 141830/150000 || Lr: 0.001457 || Task Loss: 0.3231 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:07 || Estimated Time: 4:00:30
2023-07-27 08:22:43,948 semantic_segmentation INFO: Iters: 141840/150000 || Lr: 0.001456 || Task Loss: 0.4151 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:26 || Estimated Time: 4:00:12
2023-07-27 08:23:03,032 semantic_segmentation INFO: Iters: 141850/150000 || Lr: 0.001454 || Task Loss: 0.2584 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:45 || Estimated Time: 3:59:55
2023-07-27 08:23:21,904 semantic_segmentation INFO: Iters: 141860/150000 || Lr: 0.001453 || Task Loss: 0.4368 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:04 || Estimated Time: 3:59:37
2023-07-27 08:23:40,108 semantic_segmentation INFO: Iters: 141870/150000 || Lr: 0.001451 || Task Loss: 0.2635 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:22 || Estimated Time: 3:59:19
2023-07-27 08:23:58,549 semantic_segmentation INFO: Iters: 141880/150000 || Lr: 0.001449 || Task Loss: 0.3292 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:40 || Estimated Time: 3:59:02
2023-07-27 08:24:17,080 semantic_segmentation INFO: Iters: 141890/150000 || Lr: 0.001448 || Task Loss: 0.2808 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:59 || Estimated Time: 3:58:44
2023-07-27 08:24:35,393 semantic_segmentation INFO: Iters: 141900/150000 || Lr: 0.001446 || Task Loss: 0.2359 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:17 || Estimated Time: 3:58:26
2023-07-27 08:24:53,954 semantic_segmentation INFO: Iters: 141910/150000 || Lr: 0.001445 || Task Loss: 0.2808 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:36 || Estimated Time: 3:58:09
2023-07-27 08:25:12,949 semantic_segmentation INFO: Iters: 141920/150000 || Lr: 0.001443 || Task Loss: 0.3872 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:55 || Estimated Time: 3:57:51
2023-07-27 08:25:31,492 semantic_segmentation INFO: Iters: 141930/150000 || Lr: 0.001441 || Task Loss: 0.3589 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:38:13 || Estimated Time: 3:57:34
2023-07-27 08:25:49,972 semantic_segmentation INFO: Iters: 141940/150000 || Lr: 0.001440 || Task Loss: 0.3430 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:38:32 || Estimated Time: 3:57:16
2023-07-27 08:26:08,883 semantic_segmentation INFO: Iters: 141950/150000 || Lr: 0.001438 || Task Loss: 0.2760 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:38:51 || Estimated Time: 3:56:58
2023-07-27 08:26:27,457 semantic_segmentation INFO: Iters: 141960/150000 || Lr: 0.001437 || Task Loss: 0.3270 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:09 || Estimated Time: 3:56:41
2023-07-27 08:26:46,230 semantic_segmentation INFO: Iters: 141970/150000 || Lr: 0.001435 || Task Loss: 0.2919 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:28 || Estimated Time: 3:56:23
2023-07-27 08:27:04,561 semantic_segmentation INFO: Iters: 141980/150000 || Lr: 0.001433 || Task Loss: 0.3301 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:46 || Estimated Time: 3:56:06
2023-07-27 08:27:22,987 semantic_segmentation INFO: Iters: 141990/150000 || Lr: 0.001432 || Task Loss: 0.3386 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:05 || Estimated Time: 3:55:48
2023-07-27 08:27:41,500 semantic_segmentation INFO: Iters: 142000/150000 || Lr: 0.001430 || Task Loss: 0.4846 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:23 || Estimated Time: 3:55:30
2023-07-27 08:28:00,073 semantic_segmentation INFO: Iters: 142010/150000 || Lr: 0.001429 || Task Loss: 0.2834 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:42 || Estimated Time: 3:55:13
2023-07-27 08:28:18,840 semantic_segmentation INFO: Iters: 142020/150000 || Lr: 0.001427 || Task Loss: 0.3555 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:41:01 || Estimated Time: 3:54:55
2023-07-27 08:28:37,323 semantic_segmentation INFO: Iters: 142030/150000 || Lr: 0.001425 || Task Loss: 0.3955 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:41:19 || Estimated Time: 3:54:38
2023-07-27 08:28:55,998 semantic_segmentation INFO: Iters: 142040/150000 || Lr: 0.001424 || Task Loss: 0.3028 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:41:38 || Estimated Time: 3:54:20
2023-07-27 08:29:14,991 semantic_segmentation INFO: Iters: 142050/150000 || Lr: 0.001422 || Task Loss: 0.2486 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:41:57 || Estimated Time: 3:54:02
2023-07-27 08:29:33,552 semantic_segmentation INFO: Iters: 142060/150000 || Lr: 0.001420 || Task Loss: 0.3970 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:15 || Estimated Time: 3:53:45
2023-07-27 08:29:52,129 semantic_segmentation INFO: Iters: 142070/150000 || Lr: 0.001419 || Task Loss: 0.4444 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:34 || Estimated Time: 3:53:27
2023-07-27 08:30:10,842 semantic_segmentation INFO: Iters: 142080/150000 || Lr: 0.001417 || Task Loss: 0.3098 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:53 || Estimated Time: 3:53:10
2023-07-27 08:30:29,281 semantic_segmentation INFO: Iters: 142090/150000 || Lr: 0.001416 || Task Loss: 0.4333 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:11 || Estimated Time: 3:52:52
2023-07-27 08:30:47,720 semantic_segmentation INFO: Iters: 142100/150000 || Lr: 0.001414 || Task Loss: 0.2555 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:30 || Estimated Time: 3:52:34
2023-07-27 08:31:06,171 semantic_segmentation INFO: Iters: 142110/150000 || Lr: 0.001412 || Task Loss: 0.2366 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:48 || Estimated Time: 3:52:17
2023-07-27 08:31:24,853 semantic_segmentation INFO: Iters: 142120/150000 || Lr: 0.001411 || Task Loss: 0.4094 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:07 || Estimated Time: 3:51:59
2023-07-27 08:31:43,282 semantic_segmentation INFO: Iters: 142130/150000 || Lr: 0.001409 || Task Loss: 0.2869 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:25 || Estimated Time: 3:51:41
2023-07-27 08:32:02,156 semantic_segmentation INFO: Iters: 142140/150000 || Lr: 0.001408 || Task Loss: 0.3352 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:44 || Estimated Time: 3:51:24
2023-07-27 08:32:21,305 semantic_segmentation INFO: Iters: 142150/150000 || Lr: 0.001406 || Task Loss: 0.3710 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:03 || Estimated Time: 3:51:06
2023-07-27 08:32:39,891 semantic_segmentation INFO: Iters: 142160/150000 || Lr: 0.001404 || Task Loss: 0.3491 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:22 || Estimated Time: 3:50:49
2023-07-27 08:32:58,472 semantic_segmentation INFO: Iters: 142170/150000 || Lr: 0.001403 || Task Loss: 0.3188 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:40 || Estimated Time: 3:50:31
2023-07-27 08:33:17,194 semantic_segmentation INFO: Iters: 142180/150000 || Lr: 0.001401 || Task Loss: 0.3926 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:59 || Estimated Time: 3:50:13
2023-07-27 08:33:35,502 semantic_segmentation INFO: Iters: 142190/150000 || Lr: 0.001400 || Task Loss: 0.3005 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:17 || Estimated Time: 3:49:56
2023-07-27 08:33:54,686 semantic_segmentation INFO: Iters: 142200/150000 || Lr: 0.001398 || Task Loss: 0.4056 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:36 || Estimated Time: 3:49:38
2023-07-27 08:34:13,264 semantic_segmentation INFO: Iters: 142210/150000 || Lr: 0.001396 || Task Loss: 0.3982 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:55 || Estimated Time: 3:49:21
2023-07-27 08:34:31,794 semantic_segmentation INFO: Iters: 142220/150000 || Lr: 0.001395 || Task Loss: 0.2510 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:14 || Estimated Time: 3:49:03
2023-07-27 08:34:50,196 semantic_segmentation INFO: Iters: 142230/150000 || Lr: 0.001393 || Task Loss: 0.3365 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:32 || Estimated Time: 3:48:45
2023-07-27 08:35:08,830 semantic_segmentation INFO: Iters: 142240/150000 || Lr: 0.001391 || Task Loss: 0.2639 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:51 || Estimated Time: 3:48:28
2023-07-27 08:35:27,419 semantic_segmentation INFO: Iters: 142250/150000 || Lr: 0.001390 || Task Loss: 0.3595 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:09 || Estimated Time: 3:48:10
2023-07-27 08:35:46,489 semantic_segmentation INFO: Iters: 142260/150000 || Lr: 0.001388 || Task Loss: 0.3815 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:28 || Estimated Time: 3:47:53
2023-07-27 08:36:04,993 semantic_segmentation INFO: Iters: 142270/150000 || Lr: 0.001387 || Task Loss: 0.3505 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:47 || Estimated Time: 3:47:35
2023-07-27 08:36:24,018 semantic_segmentation INFO: Iters: 142280/150000 || Lr: 0.001385 || Task Loss: 0.3885 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:06 || Estimated Time: 3:47:17
2023-07-27 08:36:42,660 semantic_segmentation INFO: Iters: 142290/150000 || Lr: 0.001383 || Task Loss: 0.6227 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:24 || Estimated Time: 3:47:00
2023-07-27 08:37:00,774 semantic_segmentation INFO: Iters: 142300/150000 || Lr: 0.001382 || Task Loss: 0.3445 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:43 || Estimated Time: 3:46:42
2023-07-27 08:37:19,541 semantic_segmentation INFO: Iters: 142310/150000 || Lr: 0.001380 || Task Loss: 0.2644 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:01 || Estimated Time: 3:46:24
2023-07-27 08:37:38,567 semantic_segmentation INFO: Iters: 142320/150000 || Lr: 0.001379 || Task Loss: 0.4519 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:20 || Estimated Time: 3:46:07
2023-07-27 08:37:57,309 semantic_segmentation INFO: Iters: 142330/150000 || Lr: 0.001377 || Task Loss: 0.3454 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:39 || Estimated Time: 3:45:49
2023-07-27 08:38:15,782 semantic_segmentation INFO: Iters: 142340/150000 || Lr: 0.001375 || Task Loss: 0.3795 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:58 || Estimated Time: 3:45:32
2023-07-27 08:38:34,036 semantic_segmentation INFO: Iters: 142350/150000 || Lr: 0.001374 || Task Loss: 0.4390 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:16 || Estimated Time: 3:45:14
2023-07-27 08:38:52,602 semantic_segmentation INFO: Iters: 142360/150000 || Lr: 0.001372 || Task Loss: 0.3316 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:34 || Estimated Time: 3:44:56
2023-07-27 08:39:11,180 semantic_segmentation INFO: Iters: 142370/150000 || Lr: 0.001370 || Task Loss: 0.4561 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:53 || Estimated Time: 3:44:39
2023-07-27 08:39:30,303 semantic_segmentation INFO: Iters: 142380/150000 || Lr: 0.001369 || Task Loss: 0.4057 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:12 || Estimated Time: 3:44:21
2023-07-27 08:39:48,617 semantic_segmentation INFO: Iters: 142390/150000 || Lr: 0.001367 || Task Loss: 0.3906 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:30 || Estimated Time: 3:44:04
2023-07-27 08:40:07,052 semantic_segmentation INFO: Iters: 142400/150000 || Lr: 0.001366 || Task Loss: 0.3265 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:49 || Estimated Time: 3:43:46
2023-07-27 08:40:07,178 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 08:40:07,572 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.090
2023-07-27 08:40:07,596 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.132
2023-07-27 08:40:07,609 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.145
2023-07-27 08:40:07,624 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.147
2023-07-27 08:40:07,639 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.220
2023-07-27 08:40:07,652 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.266
2023-07-27 08:40:07,667 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.308
2023-07-27 08:40:07,682 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.312
2023-07-27 08:40:07,695 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.351
2023-07-27 08:40:07,711 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.397
2023-07-27 08:40:07,727 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.399
2023-07-27 08:40:07,744 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.442
2023-07-27 08:40:07,758 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.924, mIoU: 0.418
2023-07-27 08:40:07,774 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.922, mIoU: 0.398
2023-07-27 08:40:07,790 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.923, mIoU: 0.389
2023-07-27 08:40:07,804 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.384
2023-07-27 08:40:07,816 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.381
2023-07-27 08:40:07,830 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.381
2023-07-27 08:40:07,846 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.387
2023-07-27 08:40:07,864 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.431
2023-07-27 08:40:07,879 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.432
2023-07-27 08:40:07,896 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.444
2023-07-27 08:40:07,913 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-27 08:40:07,931 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.480
2023-07-27 08:40:07,948 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.479
2023-07-27 08:40:07,964 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-27 08:40:07,980 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-27 08:40:07,993 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.480
2023-07-27 08:40:08,010 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.467
2023-07-27 08:40:08,027 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.468
2023-07-27 08:40:08,042 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.467
2023-07-27 08:40:08,059 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.466
2023-07-27 08:40:08,076 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.477
2023-07-27 08:40:08,093 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.476
2023-07-27 08:40:08,109 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.503
2023-07-27 08:40:08,126 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.503
2023-07-27 08:40:08,141 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.506
2023-07-27 08:40:08,155 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.550
2023-07-27 08:40:08,173 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.537
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2023-07-27 08:40:08,201 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 08:40:08,217 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.562
2023-07-27 08:40:08,232 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 08:40:08,247 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.560
2023-07-27 08:40:08,263 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.566
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2023-07-27 08:40:08,294 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.577
2023-07-27 08:40:08,307 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.578
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2023-07-27 08:40:08,376 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.580
2023-07-27 08:40:08,391 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.577
2023-07-27 08:40:08,408 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.578
2023-07-27 08:40:08,425 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.582
2023-07-27 08:40:08,439 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.579
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2023-07-27 08:40:08,476 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.574
2023-07-27 08:40:08,490 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.577
2023-07-27 08:40:08,507 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 08:40:08,522 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 08:40:08,539 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 08:40:08,553 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-27 08:40:08,573 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.624
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2023-07-27 08:40:08,605 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.623
2023-07-27 08:40:08,621 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-27 08:40:08,636 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-27 08:40:08,652 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-27 08:40:08,669 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-27 08:40:08,686 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.698
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2023-07-27 08:40:08,717 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.690
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2023-07-27 08:40:08,750 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.691
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2023-07-27 08:40:08,793 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.683
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2023-07-27 08:40:08,843 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.687
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2023-07-27 08:40:08,895 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-27 08:40:08,912 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-27 08:40:08,929 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-27 08:40:08,946 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.676
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2023-07-27 08:40:08,980 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-27 08:40:09,012 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-27 08:40:09,096 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-27 08:40:09,110 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-27 08:40:09,125 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-27 08:40:09,141 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-27 08:40:09,172 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-27 08:40:09,188 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-27 08:40:09,235 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 08:40:09,248 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 08:40:09,265 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-27 08:40:09,512 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-27 08:40:09,587 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-27 08:40:09,721 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.663
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2023-07-27 08:40:09,752 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.664
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2023-07-27 08:40:09,783 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.665
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2023-07-27 08:40:09,832 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.670
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2023-07-27 08:40:11,265 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-27 08:40:11,391 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 08:40:11,521 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-27 08:40:11,743 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-27 08:40:11,896 semantic_segmentation INFO: Sample: 274, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-27 08:40:12,102 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.914, mIoU: 0.646
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2023-07-27 08:40:12,703 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-27 08:40:12,841 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-27 08:40:12,869 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-27 08:40:13,268 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-27 08:40:14,347 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-27 08:40:14,624 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-27 08:40:14,917 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 08:40:15,000 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-27 08:40:15,033 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-27 08:40:15,125 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-27 08:40:15,157 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-27 08:40:15,181 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.656
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2023-07-27 08:40:15,269 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-27 08:40:15,285 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 08:40:15,301 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 08:40:15,310 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-27 08:40:15,326 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 08:40:15,417 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 08:40:15,432 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 08:40:15,874 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 08:40:15,887 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 08:40:15,903 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 08:40:15,919 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-27 08:40:15,951 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 08:40:15,976 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 08:40:15,992 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-27 08:40:16,116 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 08:40:16,401 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 08:40:17,332 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:40:17,348 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 08:40:17,381 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 08:40:17,396 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,411 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 08:40:17,427 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 08:40:17,442 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-27 08:40:17,461 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:40:17,477 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 08:40:17,493 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 08:40:17,504 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 08:40:17,518 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,534 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,549 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 08:40:17,564 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 08:40:17,579 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 08:40:17,593 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,610 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,628 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:17,644 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:17,661 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:17,676 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:17,692 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:17,706 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:17,722 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:17,739 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:17,755 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,772 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:17,788 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 08:40:17,804 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 08:40:17,819 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 08:40:17,835 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:17,851 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:40:17,865 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:40:17,879 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:40:17,894 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:40:17,910 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:40:17,926 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 08:40:17,940 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:40:17,957 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:40:17,974 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 08:40:17,991 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:18,005 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:18,020 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:18,028 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:40:18,045 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:40:18,062 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,078 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,095 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,111 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,127 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:40:18,145 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 08:40:18,161 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,175 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,191 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,206 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,222 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,238 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,252 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:18,266 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:18,279 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:18,294 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:18,308 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,322 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:18,336 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,352 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,370 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,383 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,399 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,413 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,426 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,442 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,459 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,475 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,491 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,507 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,523 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,537 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,554 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,570 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:18,589 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:18,606 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:18,623 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:18,639 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:18,653 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,667 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 08:40:18,681 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,698 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,716 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,731 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,744 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,761 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,778 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,795 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,812 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,828 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,843 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:18,860 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,875 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,890 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,907 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,923 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,941 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:18,955 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:18,972 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:18,989 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:19,002 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:19,016 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:19,033 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:19,050 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:19,066 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:19,082 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:19,094 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:19,108 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:19,123 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:19,137 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:19,152 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:19,170 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,185 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,202 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,217 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,233 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,250 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,264 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,279 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,295 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,312 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,327 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,343 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,360 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:19,375 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:19,389 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:19,405 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,422 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,440 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,453 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,469 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,482 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,499 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,512 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,526 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,541 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,557 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,570 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:19,588 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:19,605 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,622 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,640 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,654 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:19,668 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,683 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,698 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,712 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,727 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,744 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:19,758 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:19,773 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:19,788 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:19,805 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:19,822 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,839 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,853 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,867 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,884 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,900 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:19,916 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 08:40:19,932 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 08:40:19,946 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 08:40:19,960 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,972 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:19,989 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,006 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,022 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,038 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,050 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,065 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,081 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,098 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,112 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,129 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:20,143 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:20,161 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,175 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,191 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,205 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:20,222 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,238 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,252 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,269 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,285 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,301 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,317 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,333 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,349 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,365 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,380 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,396 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,412 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,427 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,441 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,455 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,473 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,488 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,506 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,522 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,535 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,551 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:20,568 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,584 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,598 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,615 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,630 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,644 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,660 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,676 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:20,692 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 08:40:20,706 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,718 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,736 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,751 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,767 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,781 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,797 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:20,813 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,829 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,845 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,859 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,876 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,890 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,906 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,921 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,936 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:20,953 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,967 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:20,983 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,000 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:21,016 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 08:40:21,031 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,047 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,062 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,078 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,095 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,110 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,126 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,142 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,152 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,167 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,181 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,197 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,212 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,230 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,244 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,260 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,277 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,293 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,310 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 08:40:21,327 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 08:40:21,341 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,358 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,374 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,390 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,404 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,420 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,437 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,454 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:21,468 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:21,484 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:21,500 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:21,515 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:21,530 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,545 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,559 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,574 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,588 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,603 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,619 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,635 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,651 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:21,667 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,683 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,697 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,711 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:21,728 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,742 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,756 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,772 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:21,788 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,805 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,821 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,835 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,849 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,866 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,882 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,896 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,912 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,926 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,942 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,957 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,974 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:21,989 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,005 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,014 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,031 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,048 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,062 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,078 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,094 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,110 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,124 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,140 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,157 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,174 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,190 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 08:40:22,206 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 08:40:22,224 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:40:22,241 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:40:22,255 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 08:40:22,271 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 08:40:22,286 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 08:40:22,302 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:40:22,315 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 08:40:22,331 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,348 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,363 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,371 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,384 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:22,398 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,411 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 08:40:22,423 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,439 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,455 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,471 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,484 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,498 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,515 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,527 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,544 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,558 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:22,574 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,591 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,607 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,624 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,636 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,650 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,666 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,681 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,697 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,712 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,726 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,737 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,749 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,762 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,774 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,789 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,803 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,818 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,834 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,850 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:22,866 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,883 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,900 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:22,916 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,933 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,949 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,965 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:22,982 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,000 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,014 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,028 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,045 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,058 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,074 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,088 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,104 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,119 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,138 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,154 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,168 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,184 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,199 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,214 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,230 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 08:40:23,243 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,258 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,274 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,290 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,307 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,323 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 08:40:23,339 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 08:40:23,356 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 08:40:23,372 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,388 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,402 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,419 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:23,430 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 08:40:23,444 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,460 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 08:40:23,473 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,489 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 08:40:23,505 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 08:40:23,521 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,537 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,554 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,570 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,585 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,598 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,615 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,628 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,644 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,660 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,674 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,690 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,704 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,720 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,736 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,753 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:23,769 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:23,785 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,799 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,813 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,829 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,843 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:23,857 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 08:40:23,874 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,890 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,906 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,921 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,935 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:23,952 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:23,969 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:23,986 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:24,000 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:24,014 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:24,030 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,046 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,062 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,079 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,095 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,111 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:24,126 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:24,142 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 08:40:24,159 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 08:40:24,175 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,190 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,206 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,220 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,236 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,252 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,268 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,282 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 08:40:24,298 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,314 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,331 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,346 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,362 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,378 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,394 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,411 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,427 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 08:40:24,444 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,458 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:24,475 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,492 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,506 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,523 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,536 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,546 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,562 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,578 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,592 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:24,608 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,624 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,638 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,652 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-27 08:40:24,684 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,700 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,719 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,735 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,753 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,769 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,783 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 08:40:24,800 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 08:40:24,832 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,846 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,861 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,877 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,894 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,910 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,926 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,940 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,956 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,972 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:24,986 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:25,002 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:25,019 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:25,034 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,050 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,064 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,080 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,096 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,112 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,128 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,143 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,160 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,174 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 08:40:25,202 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,219 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,235 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 08:40:25,294 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,311 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,328 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,342 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,358 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,374 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,390 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 08:40:25,419 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 08:40:25,448 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,464 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:25,477 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 08:40:25,615 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:25,631 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 08:40:25,769 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 08:40:25,922 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 08:40:26,203 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:26,219 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:26,235 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 08:40:26,431 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,447 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:26,462 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:26,478 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,492 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:26,509 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,522 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,537 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,553 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,569 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,585 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,601 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,619 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,633 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,650 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,665 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,681 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,697 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:26,710 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,724 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,741 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,757 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,774 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,787 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,801 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,817 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:26,833 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,847 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,861 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,877 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,893 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,909 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,925 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,941 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:26,958 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,973 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:26,988 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:27,005 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:27,019 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:27,035 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:27,051 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:27,067 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:27,083 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 08:40:27,099 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:27,115 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,130 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,145 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,161 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,177 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,194 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,210 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,227 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,243 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,257 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,270 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,286 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,303 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,317 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,333 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,349 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,365 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,381 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,397 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,413 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,429 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,443 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,457 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,471 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,484 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,498 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,514 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,530 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,544 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,558 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,574 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,587 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 08:40:27,602 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,619 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,636 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 08:40:27,683 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 08:40:27,699 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 08:40:27,730 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,747 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,764 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,781 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,795 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,811 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,827 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 08:40:27,902 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,918 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,933 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:27,947 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:27,962 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:27,978 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:40:27,994 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:28,010 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 08:40:28,026 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:28,042 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:28,059 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 08:40:28,070 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:40:28,085 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:40:28,099 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 08:40:28,113 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 08:40:28,163 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 08:40:28,253 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 08:40:28,360 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:28,373 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 08:40:28,389 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 08:40:29,309 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 08:40:29,401 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,417 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,431 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,447 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,461 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,477 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,493 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,509 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,525 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,541 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,556 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,566 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,581 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,595 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,611 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 08:40:29,627 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,643 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,658 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,671 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,681 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,699 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,714 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,730 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,743 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,759 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,774 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,788 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,804 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,819 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,834 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,850 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,864 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,880 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,896 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,911 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,925 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,941 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,957 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,973 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:29,990 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:30,003 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:30,018 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:30,034 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 08:40:30,052 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 08:40:48,336 semantic_segmentation INFO: Iters: 142410/150000 || Lr: 0.001364 || Task Loss: 0.3638 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:30 || Estimated Time: 3:43:30
2023-07-27 08:41:06,622 semantic_segmentation INFO: Iters: 142420/150000 || Lr: 0.001362 || Task Loss: 0.2658 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:48 || Estimated Time: 3:43:12
2023-07-27 08:41:24,850 semantic_segmentation INFO: Iters: 142430/150000 || Lr: 0.001361 || Task Loss: 0.3238 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:07 || Estimated Time: 3:42:54
2023-07-27 08:41:44,042 semantic_segmentation INFO: Iters: 142440/150000 || Lr: 0.001359 || Task Loss: 0.4048 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:26 || Estimated Time: 3:42:37
2023-07-27 08:42:02,911 semantic_segmentation INFO: Iters: 142450/150000 || Lr: 0.001358 || Task Loss: 0.3637 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:45 || Estimated Time: 3:42:19
2023-07-27 08:42:21,318 semantic_segmentation INFO: Iters: 142460/150000 || Lr: 0.001356 || Task Loss: 0.3236 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:03 || Estimated Time: 3:42:01
2023-07-27 08:42:39,890 semantic_segmentation INFO: Iters: 142470/150000 || Lr: 0.001354 || Task Loss: 0.2790 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:22 || Estimated Time: 3:41:44
2023-07-27 08:42:58,436 semantic_segmentation INFO: Iters: 142480/150000 || Lr: 0.001353 || Task Loss: 0.3546 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:40 || Estimated Time: 3:41:26
2023-07-27 08:43:16,894 semantic_segmentation INFO: Iters: 142490/150000 || Lr: 0.001351 || Task Loss: 0.2470 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:59 || Estimated Time: 3:41:09
2023-07-27 08:43:35,931 semantic_segmentation INFO: Iters: 142500/150000 || Lr: 0.001349 || Task Loss: 0.2680 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:56:18 || Estimated Time: 3:40:51
2023-07-27 08:43:54,727 semantic_segmentation INFO: Iters: 142510/150000 || Lr: 0.001348 || Task Loss: 0.2660 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:56:37 || Estimated Time: 3:40:33
2023-07-27 08:44:13,227 semantic_segmentation INFO: Iters: 142520/150000 || Lr: 0.001346 || Task Loss: 0.3291 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:56:55 || Estimated Time: 3:40:16
2023-07-27 08:44:31,663 semantic_segmentation INFO: Iters: 142530/150000 || Lr: 0.001345 || Task Loss: 0.2643 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:57:13 || Estimated Time: 3:39:58
2023-07-27 08:44:50,091 semantic_segmentation INFO: Iters: 142540/150000 || Lr: 0.001343 || Task Loss: 0.3286 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:57:32 || Estimated Time: 3:39:40
2023-07-27 08:45:08,526 semantic_segmentation INFO: Iters: 142550/150000 || Lr: 0.001341 || Task Loss: 0.3356 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:57:50 || Estimated Time: 3:39:23
2023-07-27 08:45:26,955 semantic_segmentation INFO: Iters: 142560/150000 || Lr: 0.001340 || Task Loss: 0.3925 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:09 || Estimated Time: 3:39:05
2023-07-27 08:45:45,401 semantic_segmentation INFO: Iters: 142570/150000 || Lr: 0.001338 || Task Loss: 0.2493 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:27 || Estimated Time: 3:38:48
2023-07-27 08:46:04,234 semantic_segmentation INFO: Iters: 142580/150000 || Lr: 0.001336 || Task Loss: 0.3609 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:46 || Estimated Time: 3:38:30
2023-07-27 08:46:23,289 semantic_segmentation INFO: Iters: 142590/150000 || Lr: 0.001335 || Task Loss: 0.2447 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:05 || Estimated Time: 3:38:12
2023-07-27 08:46:41,643 semantic_segmentation INFO: Iters: 142600/150000 || Lr: 0.001333 || Task Loss: 0.2840 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:23 || Estimated Time: 3:37:55
2023-07-27 08:47:00,090 semantic_segmentation INFO: Iters: 142610/150000 || Lr: 0.001332 || Task Loss: 0.4659 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:42 || Estimated Time: 3:37:37
2023-07-27 08:47:18,770 semantic_segmentation INFO: Iters: 142620/150000 || Lr: 0.001330 || Task Loss: 0.3555 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:01 || Estimated Time: 3:37:19
2023-07-27 08:47:37,629 semantic_segmentation INFO: Iters: 142630/150000 || Lr: 0.001328 || Task Loss: 0.2985 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:19 || Estimated Time: 3:37:02
2023-07-27 08:47:56,066 semantic_segmentation INFO: Iters: 142640/150000 || Lr: 0.001327 || Task Loss: 0.4846 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:38 || Estimated Time: 3:36:44
2023-07-27 08:48:14,502 semantic_segmentation INFO: Iters: 142650/150000 || Lr: 0.001325 || Task Loss: 0.2671 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:56 || Estimated Time: 3:36:27
2023-07-27 08:48:33,143 semantic_segmentation INFO: Iters: 142660/150000 || Lr: 0.001324 || Task Loss: 0.3369 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:01:15 || Estimated Time: 3:36:09
2023-07-27 08:48:51,674 semantic_segmentation INFO: Iters: 142670/150000 || Lr: 0.001322 || Task Loss: 0.3681 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:01:33 || Estimated Time: 3:35:51
2023-07-27 08:49:10,264 semantic_segmentation INFO: Iters: 142680/150000 || Lr: 0.001320 || Task Loss: 0.2250 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:01:52 || Estimated Time: 3:35:34
2023-07-27 08:49:29,595 semantic_segmentation INFO: Iters: 142690/150000 || Lr: 0.001319 || Task Loss: 0.2991 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:02:11 || Estimated Time: 3:35:16
2023-07-27 08:49:48,894 semantic_segmentation INFO: Iters: 142700/150000 || Lr: 0.001317 || Task Loss: 0.3052 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:02:31 || Estimated Time: 3:34:59
2023-07-27 08:50:07,825 semantic_segmentation INFO: Iters: 142710/150000 || Lr: 0.001315 || Task Loss: 0.2449 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:02:50 || Estimated Time: 3:34:41
2023-07-27 08:50:27,256 semantic_segmentation INFO: Iters: 142720/150000 || Lr: 0.001314 || Task Loss: 0.2485 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:09 || Estimated Time: 3:34:23
2023-07-27 08:50:46,444 semantic_segmentation INFO: Iters: 142730/150000 || Lr: 0.001312 || Task Loss: 0.3033 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:28 || Estimated Time: 3:34:06
2023-07-27 08:51:05,180 semantic_segmentation INFO: Iters: 142740/150000 || Lr: 0.001311 || Task Loss: 0.2638 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:47 || Estimated Time: 3:33:48
2023-07-27 08:51:25,132 semantic_segmentation INFO: Iters: 142750/150000 || Lr: 0.001309 || Task Loss: 0.4621 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:07 || Estimated Time: 3:33:31
2023-07-27 08:51:44,413 semantic_segmentation INFO: Iters: 142760/150000 || Lr: 0.001307 || Task Loss: 0.2603 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:26 || Estimated Time: 3:33:13
2023-07-27 08:52:03,530 semantic_segmentation INFO: Iters: 142770/150000 || Lr: 0.001306 || Task Loss: 0.3805 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:45 || Estimated Time: 3:32:55
2023-07-27 08:52:23,384 semantic_segmentation INFO: Iters: 142780/150000 || Lr: 0.001304 || Task Loss: 0.2251 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:05 || Estimated Time: 3:32:38
2023-07-27 08:52:42,680 semantic_segmentation INFO: Iters: 142790/150000 || Lr: 0.001302 || Task Loss: 0.3084 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:24 || Estimated Time: 3:32:20
2023-07-27 08:53:02,598 semantic_segmentation INFO: Iters: 142800/150000 || Lr: 0.001301 || Task Loss: 0.3126 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:44 || Estimated Time: 3:32:03
2023-07-27 08:53:21,509 semantic_segmentation INFO: Iters: 142810/150000 || Lr: 0.001299 || Task Loss: 0.3459 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:03 || Estimated Time: 3:31:45
2023-07-27 08:53:40,817 semantic_segmentation INFO: Iters: 142820/150000 || Lr: 0.001298 || Task Loss: 0.3243 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:23 || Estimated Time: 3:31:28
2023-07-27 08:54:00,512 semantic_segmentation INFO: Iters: 142830/150000 || Lr: 0.001296 || Task Loss: 0.3499 || KD Loss: 0.0248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:42 || Estimated Time: 3:31:10
2023-07-27 08:54:19,866 semantic_segmentation INFO: Iters: 142840/150000 || Lr: 0.001294 || Task Loss: 0.3604 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:02 || Estimated Time: 3:30:52
2023-07-27 08:54:39,442 semantic_segmentation INFO: Iters: 142850/150000 || Lr: 0.001293 || Task Loss: 0.2520 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:21 || Estimated Time: 3:30:35
2023-07-27 08:54:58,547 semantic_segmentation INFO: Iters: 142860/150000 || Lr: 0.001291 || Task Loss: 0.2603 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:40 || Estimated Time: 3:30:17
2023-07-27 08:55:17,630 semantic_segmentation INFO: Iters: 142870/150000 || Lr: 0.001289 || Task Loss: 0.3192 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:59 || Estimated Time: 3:30:00
2023-07-27 08:55:37,276 semantic_segmentation INFO: Iters: 142880/150000 || Lr: 0.001288 || Task Loss: 0.3388 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:19 || Estimated Time: 3:29:42
2023-07-27 08:55:56,103 semantic_segmentation INFO: Iters: 142890/150000 || Lr: 0.001286 || Task Loss: 0.5031 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:38 || Estimated Time: 3:29:24
2023-07-27 08:56:15,379 semantic_segmentation INFO: Iters: 142900/150000 || Lr: 0.001285 || Task Loss: 0.3874 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:57 || Estimated Time: 3:29:07
2023-07-27 08:56:34,439 semantic_segmentation INFO: Iters: 142910/150000 || Lr: 0.001283 || Task Loss: 0.5557 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:16 || Estimated Time: 3:28:49
2023-07-27 08:56:53,769 semantic_segmentation INFO: Iters: 142920/150000 || Lr: 0.001281 || Task Loss: 0.2204 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:36 || Estimated Time: 3:28:32
2023-07-27 08:57:12,824 semantic_segmentation INFO: Iters: 142930/150000 || Lr: 0.001280 || Task Loss: 0.3249 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:55 || Estimated Time: 3:28:14
2023-07-27 08:57:32,592 semantic_segmentation INFO: Iters: 142940/150000 || Lr: 0.001278 || Task Loss: 0.3054 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:14 || Estimated Time: 3:27:56
2023-07-27 08:57:51,530 semantic_segmentation INFO: Iters: 142950/150000 || Lr: 0.001276 || Task Loss: 0.4503 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:33 || Estimated Time: 3:27:39
2023-07-27 08:58:10,715 semantic_segmentation INFO: Iters: 142960/150000 || Lr: 0.001275 || Task Loss: 0.4408 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:52 || Estimated Time: 3:27:21
2023-07-27 08:58:29,606 semantic_segmentation INFO: Iters: 142970/150000 || Lr: 0.001273 || Task Loss: 0.2812 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:11 || Estimated Time: 3:27:04
2023-07-27 08:58:48,887 semantic_segmentation INFO: Iters: 142980/150000 || Lr: 0.001271 || Task Loss: 0.3538 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:31 || Estimated Time: 3:26:46
2023-07-27 08:59:08,160 semantic_segmentation INFO: Iters: 142990/150000 || Lr: 0.001270 || Task Loss: 0.3388 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:50 || Estimated Time: 3:26:28
2023-07-27 08:59:27,317 semantic_segmentation INFO: Iters: 143000/150000 || Lr: 0.001268 || Task Loss: 0.3167 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:09 || Estimated Time: 3:26:11
2023-07-27 08:59:46,589 semantic_segmentation INFO: Iters: 143010/150000 || Lr: 0.001267 || Task Loss: 0.3099 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:28 || Estimated Time: 3:25:53
2023-07-27 09:00:05,501 semantic_segmentation INFO: Iters: 143020/150000 || Lr: 0.001265 || Task Loss: 0.3867 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:47 || Estimated Time: 3:25:36
2023-07-27 09:00:24,314 semantic_segmentation INFO: Iters: 143030/150000 || Lr: 0.001263 || Task Loss: 0.2328 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:06 || Estimated Time: 3:25:18
2023-07-27 09:00:43,731 semantic_segmentation INFO: Iters: 143040/150000 || Lr: 0.001262 || Task Loss: 0.2388 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:26 || Estimated Time: 3:25:00
2023-07-27 09:01:02,411 semantic_segmentation INFO: Iters: 143050/150000 || Lr: 0.001260 || Task Loss: 0.3219 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:44 || Estimated Time: 3:24:43
2023-07-27 09:01:21,575 semantic_segmentation INFO: Iters: 143060/150000 || Lr: 0.001258 || Task Loss: 0.2684 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:03 || Estimated Time: 3:24:25
2023-07-27 09:01:40,398 semantic_segmentation INFO: Iters: 143070/150000 || Lr: 0.001257 || Task Loss: 0.2827 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:22 || Estimated Time: 3:24:08
2023-07-27 09:01:59,577 semantic_segmentation INFO: Iters: 143080/150000 || Lr: 0.001255 || Task Loss: 0.3212 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:41 || Estimated Time: 3:23:50
2023-07-27 09:02:18,735 semantic_segmentation INFO: Iters: 143090/150000 || Lr: 0.001254 || Task Loss: 0.4232 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:01 || Estimated Time: 3:23:32
2023-07-27 09:02:37,783 semantic_segmentation INFO: Iters: 143100/150000 || Lr: 0.001252 || Task Loss: 0.4655 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:20 || Estimated Time: 3:23:15
2023-07-27 09:02:57,059 semantic_segmentation INFO: Iters: 143110/150000 || Lr: 0.001250 || Task Loss: 0.3204 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:39 || Estimated Time: 3:22:57
2023-07-27 09:03:15,659 semantic_segmentation INFO: Iters: 143120/150000 || Lr: 0.001249 || Task Loss: 0.3275 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:57 || Estimated Time: 3:22:40
2023-07-27 09:03:34,923 semantic_segmentation INFO: Iters: 143130/150000 || Lr: 0.001247 || Task Loss: 0.2239 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:17 || Estimated Time: 3:22:22
2023-07-27 09:03:54,433 semantic_segmentation INFO: Iters: 143140/150000 || Lr: 0.001245 || Task Loss: 0.3747 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:36 || Estimated Time: 3:22:04
2023-07-27 09:04:13,689 semantic_segmentation INFO: Iters: 143150/150000 || Lr: 0.001244 || Task Loss: 0.2921 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:55 || Estimated Time: 3:21:47
2023-07-27 09:04:32,804 semantic_segmentation INFO: Iters: 143160/150000 || Lr: 0.001242 || Task Loss: 0.4039 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:15 || Estimated Time: 3:21:29
2023-07-27 09:04:52,486 semantic_segmentation INFO: Iters: 143170/150000 || Lr: 0.001240 || Task Loss: 0.3546 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:34 || Estimated Time: 3:21:12
2023-07-27 09:05:11,309 semantic_segmentation INFO: Iters: 143180/150000 || Lr: 0.001239 || Task Loss: 0.3095 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:53 || Estimated Time: 3:20:54
2023-07-27 09:05:30,272 semantic_segmentation INFO: Iters: 143190/150000 || Lr: 0.001237 || Task Loss: 0.2635 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:12 || Estimated Time: 3:20:36
2023-07-27 09:05:49,253 semantic_segmentation INFO: Iters: 143200/150000 || Lr: 0.001236 || Task Loss: 0.3645 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:31 || Estimated Time: 3:20:19
2023-07-27 09:05:49,377 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 09:05:49,886 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-27 09:05:49,917 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.132
2023-07-27 09:05:49,930 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.152
2023-07-27 09:05:49,945 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.154
2023-07-27 09:05:49,960 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.226
2023-07-27 09:05:49,973 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.272
2023-07-27 09:05:49,988 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.313
2023-07-27 09:05:50,004 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.317
2023-07-27 09:05:50,018 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.357
2023-07-27 09:05:50,033 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.403
2023-07-27 09:05:50,048 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.405
2023-07-27 09:05:50,065 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.449
2023-07-27 09:05:50,078 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.422
2023-07-27 09:05:50,094 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.400
2023-07-27 09:05:50,109 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.392
2023-07-27 09:05:50,123 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.387
2023-07-27 09:05:50,135 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.386
2023-07-27 09:05:50,149 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.384
2023-07-27 09:05:50,164 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.389
2023-07-27 09:05:50,182 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.434
2023-07-27 09:05:50,197 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.435
2023-07-27 09:05:50,214 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.446
2023-07-27 09:05:50,230 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.480
2023-07-27 09:05:50,248 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.481
2023-07-27 09:05:50,265 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.480
2023-07-27 09:05:50,280 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.482
2023-07-27 09:05:50,296 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.482
2023-07-27 09:05:50,309 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.481
2023-07-27 09:05:50,326 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.468
2023-07-27 09:05:50,342 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.468
2023-07-27 09:05:50,357 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.468
2023-07-27 09:05:50,374 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.468
2023-07-27 09:05:50,391 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.478
2023-07-27 09:05:50,407 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.477
2023-07-27 09:05:50,423 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.503
2023-07-27 09:05:50,440 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.503
2023-07-27 09:05:50,455 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.505
2023-07-27 09:05:50,469 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.550
2023-07-27 09:05:50,488 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.533
2023-07-27 09:05:50,502 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.532
2023-07-27 09:05:50,517 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.558
2023-07-27 09:05:50,533 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 09:05:50,548 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-27 09:05:50,562 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.556
2023-07-27 09:05:50,579 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.559
2023-07-27 09:05:50,595 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-27 09:05:50,610 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-27 09:05:50,623 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-27 09:05:50,639 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.574
2023-07-27 09:05:50,656 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.573
2023-07-27 09:05:50,673 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.571
2023-07-27 09:05:50,690 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.571
2023-07-27 09:05:50,704 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 09:05:50,721 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 09:05:50,737 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-27 09:05:50,752 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-27 09:05:50,769 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 09:05:50,787 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.567
2023-07-27 09:05:50,801 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 09:05:50,818 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-27 09:05:50,832 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-27 09:05:50,848 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.611
2023-07-27 09:05:50,862 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-27 09:05:50,882 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.615
2023-07-27 09:05:50,896 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-27 09:05:50,913 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-27 09:05:50,929 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.615
2023-07-27 09:05:50,943 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.661
2023-07-27 09:05:50,960 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-27 09:05:50,976 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.663
2023-07-27 09:05:50,993 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-27 09:05:51,008 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-27 09:05:51,024 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-27 09:05:51,040 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-27 09:05:51,056 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-27 09:05:51,072 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-27 09:05:51,088 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 09:05:51,098 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 09:05:51,115 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 09:05:51,133 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 09:05:51,147 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 09:05:51,164 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 09:05:51,180 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 09:05:51,196 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 09:05:51,213 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-27 09:05:51,230 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-27 09:05:51,246 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.663
2023-07-27 09:05:51,262 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.662
2023-07-27 09:05:51,279 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 09:05:51,293 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 09:05:51,309 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-27 09:05:51,326 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-27 09:05:51,343 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 09:05:51,359 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 09:05:51,375 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-27 09:05:51,392 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-27 09:05:51,406 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-27 09:05:51,420 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 09:05:51,437 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 09:05:51,451 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:05:51,467 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:05:51,483 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:05:51,497 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:05:51,513 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:05:51,529 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 09:05:51,543 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:05:51,559 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:05:51,575 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:05:51,590 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:05:51,604 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 09:05:51,618 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:05:51,633 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:05:51,650 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:05:51,666 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:05:51,683 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:05:51,698 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:05:51,712 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 09:05:51,729 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 09:05:51,743 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-27 09:05:51,759 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 09:05:51,775 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-27 09:05:51,790 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-27 09:05:51,804 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 09:05:51,821 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 09:05:51,837 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 09:05:51,846 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-27 09:05:51,858 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 09:05:51,876 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-27 09:05:51,885 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-27 09:05:51,899 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-27 09:05:51,915 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-27 09:05:51,932 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 09:05:51,946 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 09:05:51,963 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 09:05:51,977 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 09:05:51,991 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 09:05:52,007 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 09:05:52,021 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 09:05:52,038 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 09:05:52,052 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 09:05:52,068 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 09:05:52,085 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 09:05:52,101 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-27 09:05:52,118 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 09:05:52,134 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-27 09:05:52,150 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-27 09:05:52,166 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-27 09:05:52,182 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 09:05:52,193 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:05:52,209 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:05:52,225 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 09:05:52,240 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:05:52,256 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:05:52,270 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:05:52,284 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:05:52,300 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:05:52,317 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:05:52,334 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:05:52,350 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:05:52,366 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:05:52,383 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:05:52,399 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:05:52,413 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:05:52,430 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:05:52,444 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:05:52,458 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 09:05:52,471 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 09:05:52,487 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 09:05:52,503 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-27 09:05:52,520 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 09:05:52,536 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 09:05:52,551 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-27 09:05:52,568 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.924, mIoU: 0.663
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2023-07-27 09:05:57,209 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-27 09:05:57,227 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-27 09:05:57,417 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-27 09:05:58,731 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:58,747 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:58,765 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:58,776 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:58,793 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 09:05:58,810 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,824 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,840 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,854 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,871 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,887 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,904 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,918 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,932 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,946 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,962 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:58,979 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:58,996 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,011 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-27 09:05:59,028 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,042 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,059 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,076 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,091 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,108 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,124 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:05:59,140 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,156 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,172 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,185 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,201 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,217 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,233 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,249 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,266 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,279 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,295 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,311 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,328 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,342 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:05:59,358 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:05:59,373 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:05:59,390 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:05:59,406 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:05:59,423 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,439 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,455 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,471 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,487 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:05:59,501 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:05:59,518 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:59,535 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,551 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,565 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,582 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,597 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,614 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,630 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:59,648 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:59,664 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:59,680 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:05:59,696 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,712 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,727 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:05:59,743 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 09:05:59,758 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 09:05:59,777 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 09:05:59,793 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:05:59,809 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:05:59,820 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,834 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-27 09:05:59,850 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,865 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,881 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,896 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,910 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,927 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:05:59,946 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,962 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,979 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:05:59,993 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,009 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 09:06:00,055 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,072 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,089 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:00,105 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,121 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,136 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:00,152 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:00,168 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:06:00,182 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:00,196 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:00,212 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,229 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:00,245 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:00,260 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:00,276 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,293 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,309 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,324 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,338 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,346 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:00,362 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:06:00,379 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:06:00,396 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,413 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:00,429 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,445 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,463 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,479 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,493 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,510 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,525 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,542 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:06:00,558 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:00,571 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:00,585 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:00,599 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:00,614 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:00,628 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:00,643 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:00,657 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:00,673 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:00,691 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:00,704 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:00,720 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:00,734 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:00,747 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,764 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,781 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,798 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,814 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,831 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,848 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,862 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,879 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,895 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,914 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:00,930 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,946 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:00,963 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:00,977 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:00,990 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,004 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:01,020 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:01,037 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:01,050 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:01,064 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:01,080 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:01,096 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:06:01,113 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,130 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,147 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,161 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,178 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:06:01,192 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,208 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,225 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,241 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,259 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,273 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,290 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,307 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,321 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,335 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,352 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,369 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:06:01,385 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:06:01,401 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:06:01,413 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,427 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,442 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,456 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:01,472 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,490 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,504 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,521 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,536 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,552 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,568 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,583 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,597 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,613 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,630 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-27 09:06:01,660 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,677 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,692 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,706 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,723 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,740 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,758 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,772 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,788 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,802 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,818 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,832 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,846 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,862 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,878 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,892 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,909 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:01,927 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:01,944 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,961 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,976 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:01,990 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:02,006 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:02,020 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:02,034 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,048 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,066 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,080 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,094 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,110 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,127 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,144 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,161 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,176 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,190 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,207 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,223 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,239 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:02,256 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:02,270 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:02,284 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,296 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,313 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,330 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,346 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,362 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,375 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,389 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,405 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,422 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,436 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,453 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,467 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,485 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:02,499 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,516 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,531 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:02,547 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,564 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:02,578 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,595 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,611 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,627 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,643 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,660 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,676 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,692 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,707 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,723 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,740 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,754 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,768 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,783 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,800 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,815 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:02,833 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,849 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,861 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,877 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,894 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,910 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,924 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,940 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,956 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:02,971 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:02,987 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,004 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,020 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,034 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,047 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,065 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:03,081 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:03,098 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:03,112 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:03,129 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:03,145 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:06:03,162 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:06:03,178 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:06:03,192 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:06:03,209 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:06:03,223 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,239 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,254 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:06:03,268 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:06:03,284 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,298 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,314 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,331 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,348 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,364 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,380 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,397 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,413 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,431 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,447 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,464 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,481 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,491 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,507 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,521 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,538 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,555 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,572 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,587 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,603 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,620 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,636 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,653 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,670 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,684 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,701 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,717 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,734 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,748 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,764 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,781 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,798 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,812 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,828 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,844 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,858 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:03,873 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:03,889 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:03,903 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:03,918 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:03,932 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,947 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,964 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,981 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:03,998 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,014 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,031 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,045 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,059 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,076 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,090 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,105 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,122 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,138 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,155 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,172 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,187 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,201 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,218 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,235 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,249 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,265 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,279 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,295 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,310 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,327 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,343 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,359 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,369 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,386 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,403 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,417 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,433 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,449 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,465 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,479 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,495 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,511 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,528 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,544 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,561 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,579 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,596 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,610 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,627 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,643 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,659 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:06:04,673 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,689 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,705 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,721 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,729 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,743 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:06:04,758 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,772 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,785 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:06:04,802 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,818 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,835 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:04,848 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,862 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,879 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,890 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,907 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:04,921 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:04,938 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:04,954 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:04,971 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:04,987 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,000 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,014 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,030 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,047 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,063 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,079 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,093 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,104 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,116 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,130 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,142 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,158 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,172 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,188 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,206 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,223 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,239 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,256 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,273 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,290 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:05,307 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,322 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,338 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,354 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,371 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,385 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,400 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,416 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:06:05,429 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,447 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,461 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,477 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,493 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,511 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,528 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,542 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,558 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,574 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,590 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,606 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,619 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,633 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:06:05,650 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:06:05,666 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:06:05,682 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:06:05,698 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:06:05,715 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:06:05,731 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:06:05,747 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,763 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,777 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,794 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,805 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,819 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,836 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:06:05,849 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,865 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,882 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:06:05,898 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,915 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,931 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,947 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,963 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,977 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:05,994 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,008 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,025 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,042 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,056 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,073 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,087 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,103 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,120 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,136 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,153 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,169 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,183 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,197 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,213 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,228 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,242 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,259 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,275 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,292 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,305 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,319 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:06,336 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,353 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,369 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,383 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,397 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,413 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,430 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,448 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,465 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,482 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,498 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:06,514 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:06,530 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:06,547 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:06:06,564 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:06:06,580 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,596 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,611 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,627 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,643 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,660 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,674 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:06:06,689 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,705 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,722 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,736 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,752 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,767 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,783 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,799 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,815 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,832 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,847 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:06,864 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,882 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,897 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,914 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,928 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,937 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,953 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,970 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:06,984 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:07,001 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,017 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,032 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,046 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,063 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,079 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,096 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,114 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,130 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,148 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,163 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,177 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:06:07,193 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,209 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,225 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,239 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,253 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,270 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,286 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,303 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,319 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:07,333 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,350 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,365 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,379 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,396 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,413 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:06:07,430 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,446 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,461 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,478 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,494 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:07,511 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:07,527 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:07,542 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,559 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,573 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:07,587 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,600 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,617 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,633 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,649 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,665 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,677 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,691 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,708 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:07,725 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:07,739 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:06:07,773 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,789 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:07,803 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:06:07,819 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:07,835 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:06:08,021 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:06:08,163 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:08,177 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:08,318 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:06:08,335 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,351 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:08,479 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,495 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:06:08,588 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,600 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,615 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,632 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,648 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:06:08,759 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,770 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,786 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,803 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:06:08,819 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:06:08,863 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,878 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,894 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:08,925 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,938 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:08,953 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,034 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,179 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,210 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,271 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:06:09,318 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:06:09,350 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,366 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,383 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,397 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,412 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,428 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,442 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,458 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,473 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,490 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,506 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:06:09,539 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,571 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:09,587 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,603 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,669 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,744 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:09,777 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:06:09,793 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,808 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,824 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,840 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:06:09,869 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:09,883 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:06:10,082 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 09:06:10,211 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:06:10,889 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:10,905 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:10,919 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:10,933 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:10,949 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:06:10,965 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:10,980 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:10,994 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,008 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,024 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,040 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,056 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,070 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,086 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,104 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,121 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,138 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,155 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,163 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,179 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,194 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,208 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,224 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,241 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:06:11,257 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:11,274 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:11,291 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:11,308 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:06:11,324 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,338 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,355 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,372 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:06:11,388 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,405 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,421 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,439 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,453 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,468 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,484 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,500 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,514 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,528 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,544 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,561 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,577 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:06:11,593 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,610 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,626 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,642 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,656 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,672 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,686 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,701 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,718 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,734 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,750 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,764 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,781 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,797 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 09:06:11,813 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,829 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,845 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,861 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 09:06:11,877 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,891 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:11,907 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:06:11,921 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,937 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,953 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,969 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:11,986 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,002 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,017 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,027 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,043 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,057 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,073 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,089 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,105 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,121 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,133 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,143 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,161 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,177 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,193 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,207 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,223 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,239 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,253 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,269 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,285 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,300 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,315 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:12,329 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,345 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,361 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,376 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,390 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,406 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,422 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,437 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,454 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,468 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,483 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:06:12,499 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:06:12,517 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:06:31,893 semantic_segmentation INFO: Iters: 143210/150000 || Lr: 0.001234 || Task Loss: 0.6560 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:14 || Estimated Time: 3:20:02
2023-07-27 09:06:50,953 semantic_segmentation INFO: Iters: 143220/150000 || Lr: 0.001232 || Task Loss: 0.2636 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:33 || Estimated Time: 3:19:45
2023-07-27 09:07:10,061 semantic_segmentation INFO: Iters: 143230/150000 || Lr: 0.001231 || Task Loss: 0.2974 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:52 || Estimated Time: 3:19:27
2023-07-27 09:07:29,213 semantic_segmentation INFO: Iters: 143240/150000 || Lr: 0.001229 || Task Loss: 0.3254 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:11 || Estimated Time: 3:19:09
2023-07-27 09:07:48,845 semantic_segmentation INFO: Iters: 143250/150000 || Lr: 0.001227 || Task Loss: 0.3663 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:31 || Estimated Time: 3:18:52
2023-07-27 09:08:08,211 semantic_segmentation INFO: Iters: 143260/150000 || Lr: 0.001226 || Task Loss: 0.3507 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:50 || Estimated Time: 3:18:34
2023-07-27 09:08:27,327 semantic_segmentation INFO: Iters: 143270/150000 || Lr: 0.001224 || Task Loss: 0.2236 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:09 || Estimated Time: 3:18:17
2023-07-27 09:08:46,079 semantic_segmentation INFO: Iters: 143280/150000 || Lr: 0.001222 || Task Loss: 0.4827 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:28 || Estimated Time: 3:17:59
2023-07-27 09:09:05,211 semantic_segmentation INFO: Iters: 143290/150000 || Lr: 0.001221 || Task Loss: 0.2795 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:47 || Estimated Time: 3:17:41
2023-07-27 09:09:24,427 semantic_segmentation INFO: Iters: 143300/150000 || Lr: 0.001219 || Task Loss: 0.3055 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:06 || Estimated Time: 3:17:24
2023-07-27 09:09:43,357 semantic_segmentation INFO: Iters: 143310/150000 || Lr: 0.001218 || Task Loss: 0.3702 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:25 || Estimated Time: 3:17:06
2023-07-27 09:10:02,374 semantic_segmentation INFO: Iters: 143320/150000 || Lr: 0.001216 || Task Loss: 0.3291 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:44 || Estimated Time: 3:16:49
2023-07-27 09:10:21,811 semantic_segmentation INFO: Iters: 143330/150000 || Lr: 0.001214 || Task Loss: 0.3453 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:04 || Estimated Time: 3:16:31
2023-07-27 09:10:40,565 semantic_segmentation INFO: Iters: 143340/150000 || Lr: 0.001213 || Task Loss: 0.3950 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:22 || Estimated Time: 3:16:13
2023-07-27 09:10:59,873 semantic_segmentation INFO: Iters: 143350/150000 || Lr: 0.001211 || Task Loss: 0.3884 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:42 || Estimated Time: 3:15:56
2023-07-27 09:11:18,713 semantic_segmentation INFO: Iters: 143360/150000 || Lr: 0.001209 || Task Loss: 0.4618 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:00 || Estimated Time: 3:15:38
2023-07-27 09:11:37,739 semantic_segmentation INFO: Iters: 143370/150000 || Lr: 0.001208 || Task Loss: 0.3510 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:20 || Estimated Time: 3:15:20
2023-07-27 09:11:57,176 semantic_segmentation INFO: Iters: 143380/150000 || Lr: 0.001206 || Task Loss: 0.2597 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:39 || Estimated Time: 3:15:03
2023-07-27 09:12:15,918 semantic_segmentation INFO: Iters: 143390/150000 || Lr: 0.001204 || Task Loss: 0.4657 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:58 || Estimated Time: 3:14:45
2023-07-27 09:12:34,925 semantic_segmentation INFO: Iters: 143400/150000 || Lr: 0.001203 || Task Loss: 0.4773 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:25:17 || Estimated Time: 3:14:28
2023-07-27 09:12:54,090 semantic_segmentation INFO: Iters: 143410/150000 || Lr: 0.001201 || Task Loss: 0.2503 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:25:36 || Estimated Time: 3:14:10
2023-07-27 09:13:12,987 semantic_segmentation INFO: Iters: 143420/150000 || Lr: 0.001200 || Task Loss: 0.3827 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:25:55 || Estimated Time: 3:13:52
2023-07-27 09:13:32,331 semantic_segmentation INFO: Iters: 143430/150000 || Lr: 0.001198 || Task Loss: 0.2681 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:26:14 || Estimated Time: 3:13:35
2023-07-27 09:13:51,168 semantic_segmentation INFO: Iters: 143440/150000 || Lr: 0.001196 || Task Loss: 0.2895 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:26:33 || Estimated Time: 3:13:17
2023-07-27 09:14:10,259 semantic_segmentation INFO: Iters: 143450/150000 || Lr: 0.001195 || Task Loss: 0.2961 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:26:52 || Estimated Time: 3:13:00
2023-07-27 09:14:29,040 semantic_segmentation INFO: Iters: 143460/150000 || Lr: 0.001193 || Task Loss: 0.2859 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:11 || Estimated Time: 3:12:42
2023-07-27 09:14:48,513 semantic_segmentation INFO: Iters: 143470/150000 || Lr: 0.001191 || Task Loss: 0.4166 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:30 || Estimated Time: 3:12:24
2023-07-27 09:15:07,643 semantic_segmentation INFO: Iters: 143480/150000 || Lr: 0.001190 || Task Loss: 0.3259 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:49 || Estimated Time: 3:12:07
2023-07-27 09:15:26,339 semantic_segmentation INFO: Iters: 143490/150000 || Lr: 0.001188 || Task Loss: 0.2372 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:08 || Estimated Time: 3:11:49
2023-07-27 09:15:45,196 semantic_segmentation INFO: Iters: 143500/150000 || Lr: 0.001186 || Task Loss: 0.3512 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:27 || Estimated Time: 3:11:31
2023-07-27 09:16:04,476 semantic_segmentation INFO: Iters: 143510/150000 || Lr: 0.001185 || Task Loss: 0.2940 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:46 || Estimated Time: 3:11:14
2023-07-27 09:16:23,461 semantic_segmentation INFO: Iters: 143520/150000 || Lr: 0.001183 || Task Loss: 0.2762 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:05 || Estimated Time: 3:10:56
2023-07-27 09:16:42,459 semantic_segmentation INFO: Iters: 143530/150000 || Lr: 0.001181 || Task Loss: 0.3121 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:24 || Estimated Time: 3:10:39
2023-07-27 09:17:01,333 semantic_segmentation INFO: Iters: 143540/150000 || Lr: 0.001180 || Task Loss: 0.3329 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:43 || Estimated Time: 3:10:21
2023-07-27 09:17:20,348 semantic_segmentation INFO: Iters: 143550/150000 || Lr: 0.001178 || Task Loss: 0.3823 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:02 || Estimated Time: 3:10:03
2023-07-27 09:17:39,943 semantic_segmentation INFO: Iters: 143560/150000 || Lr: 0.001177 || Task Loss: 0.3553 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:22 || Estimated Time: 3:09:46
2023-07-27 09:17:58,918 semantic_segmentation INFO: Iters: 143570/150000 || Lr: 0.001175 || Task Loss: 0.3523 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:41 || Estimated Time: 3:09:28
2023-07-27 09:18:18,234 semantic_segmentation INFO: Iters: 143580/150000 || Lr: 0.001173 || Task Loss: 0.3934 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:00 || Estimated Time: 3:09:11
2023-07-27 09:18:37,015 semantic_segmentation INFO: Iters: 143590/150000 || Lr: 0.001172 || Task Loss: 0.3859 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:19 || Estimated Time: 3:08:53
2023-07-27 09:18:56,393 semantic_segmentation INFO: Iters: 143600/150000 || Lr: 0.001170 || Task Loss: 0.2094 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:38 || Estimated Time: 3:08:35
2023-07-27 09:19:15,023 semantic_segmentation INFO: Iters: 143610/150000 || Lr: 0.001168 || Task Loss: 0.1877 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:57 || Estimated Time: 3:08:18
2023-07-27 09:19:33,912 semantic_segmentation INFO: Iters: 143620/150000 || Lr: 0.001167 || Task Loss: 0.1766 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:16 || Estimated Time: 3:08:00
2023-07-27 09:19:53,517 semantic_segmentation INFO: Iters: 143630/150000 || Lr: 0.001165 || Task Loss: 0.3270 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:35 || Estimated Time: 3:07:42
2023-07-27 09:20:12,448 semantic_segmentation INFO: Iters: 143640/150000 || Lr: 0.001163 || Task Loss: 0.3087 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:54 || Estimated Time: 3:07:25
2023-07-27 09:20:31,287 semantic_segmentation INFO: Iters: 143650/150000 || Lr: 0.001162 || Task Loss: 0.3139 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:13 || Estimated Time: 3:07:07
2023-07-27 09:20:50,275 semantic_segmentation INFO: Iters: 143660/150000 || Lr: 0.001160 || Task Loss: 0.2627 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:32 || Estimated Time: 3:06:50
2023-07-27 09:21:09,461 semantic_segmentation INFO: Iters: 143670/150000 || Lr: 0.001158 || Task Loss: 0.2764 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:51 || Estimated Time: 3:06:32
2023-07-27 09:21:28,213 semantic_segmentation INFO: Iters: 143680/150000 || Lr: 0.001157 || Task Loss: 0.2839 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:10 || Estimated Time: 3:06:14
2023-07-27 09:21:47,516 semantic_segmentation INFO: Iters: 143690/150000 || Lr: 0.001155 || Task Loss: 0.3612 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:29 || Estimated Time: 3:05:57
2023-07-27 09:22:06,459 semantic_segmentation INFO: Iters: 143700/150000 || Lr: 0.001153 || Task Loss: 0.2961 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:48 || Estimated Time: 3:05:39
2023-07-27 09:22:25,645 semantic_segmentation INFO: Iters: 143710/150000 || Lr: 0.001152 || Task Loss: 0.4003 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:07 || Estimated Time: 3:05:21
2023-07-27 09:22:45,136 semantic_segmentation INFO: Iters: 143720/150000 || Lr: 0.001150 || Task Loss: 0.4627 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:27 || Estimated Time: 3:05:04
2023-07-27 09:23:04,417 semantic_segmentation INFO: Iters: 143730/150000 || Lr: 0.001149 || Task Loss: 0.3309 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:46 || Estimated Time: 3:04:46
2023-07-27 09:23:23,112 semantic_segmentation INFO: Iters: 143740/150000 || Lr: 0.001147 || Task Loss: 0.3892 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:05 || Estimated Time: 3:04:29
2023-07-27 09:23:42,642 semantic_segmentation INFO: Iters: 143750/150000 || Lr: 0.001145 || Task Loss: 0.4007 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:24 || Estimated Time: 3:04:11
2023-07-27 09:24:01,621 semantic_segmentation INFO: Iters: 143760/150000 || Lr: 0.001144 || Task Loss: 0.2254 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:43 || Estimated Time: 3:03:53
2023-07-27 09:24:20,627 semantic_segmentation INFO: Iters: 143770/150000 || Lr: 0.001142 || Task Loss: 0.3184 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:02 || Estimated Time: 3:03:36
2023-07-27 09:24:39,807 semantic_segmentation INFO: Iters: 143780/150000 || Lr: 0.001140 || Task Loss: 0.3106 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:22 || Estimated Time: 3:03:18
2023-07-27 09:24:58,727 semantic_segmentation INFO: Iters: 143790/150000 || Lr: 0.001139 || Task Loss: 0.3753 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:41 || Estimated Time: 3:03:00
2023-07-27 09:25:17,654 semantic_segmentation INFO: Iters: 143800/150000 || Lr: 0.001137 || Task Loss: 0.3065 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:59 || Estimated Time: 3:02:43
2023-07-27 09:25:36,632 semantic_segmentation INFO: Iters: 143810/150000 || Lr: 0.001135 || Task Loss: 0.5443 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:18 || Estimated Time: 3:02:25
2023-07-27 09:25:56,322 semantic_segmentation INFO: Iters: 143820/150000 || Lr: 0.001134 || Task Loss: 0.2755 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:38 || Estimated Time: 3:02:08
2023-07-27 09:26:15,158 semantic_segmentation INFO: Iters: 143830/150000 || Lr: 0.001132 || Task Loss: 0.4551 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:57 || Estimated Time: 3:01:50
2023-07-27 09:26:34,792 semantic_segmentation INFO: Iters: 143840/150000 || Lr: 0.001130 || Task Loss: 0.3150 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:17 || Estimated Time: 3:01:32
2023-07-27 09:26:53,625 semantic_segmentation INFO: Iters: 143850/150000 || Lr: 0.001129 || Task Loss: 0.3345 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:35 || Estimated Time: 3:01:15
2023-07-27 09:27:12,904 semantic_segmentation INFO: Iters: 143860/150000 || Lr: 0.001127 || Task Loss: 0.2828 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:55 || Estimated Time: 3:00:57
2023-07-27 09:27:32,001 semantic_segmentation INFO: Iters: 143870/150000 || Lr: 0.001125 || Task Loss: 0.4297 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:14 || Estimated Time: 3:00:40
2023-07-27 09:27:50,307 semantic_segmentation INFO: Iters: 143880/150000 || Lr: 0.001124 || Task Loss: 0.3456 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:32 || Estimated Time: 3:00:22
2023-07-27 09:28:08,895 semantic_segmentation INFO: Iters: 143890/150000 || Lr: 0.001122 || Task Loss: 0.3026 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:51 || Estimated Time: 3:00:04
2023-07-27 09:28:28,212 semantic_segmentation INFO: Iters: 143900/150000 || Lr: 0.001120 || Task Loss: 0.4821 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:10 || Estimated Time: 2:59:47
2023-07-27 09:28:46,623 semantic_segmentation INFO: Iters: 143910/150000 || Lr: 0.001119 || Task Loss: 0.3379 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:28 || Estimated Time: 2:59:29
2023-07-27 09:29:05,278 semantic_segmentation INFO: Iters: 143920/150000 || Lr: 0.001117 || Task Loss: 0.3166 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:47 || Estimated Time: 2:59:11
2023-07-27 09:29:23,975 semantic_segmentation INFO: Iters: 143930/150000 || Lr: 0.001116 || Task Loss: 0.4116 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:06 || Estimated Time: 2:58:54
2023-07-27 09:29:42,606 semantic_segmentation INFO: Iters: 143940/150000 || Lr: 0.001114 || Task Loss: 0.3782 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:24 || Estimated Time: 2:58:36
2023-07-27 09:30:01,209 semantic_segmentation INFO: Iters: 143950/150000 || Lr: 0.001112 || Task Loss: 0.2736 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:43 || Estimated Time: 2:58:18
2023-07-27 09:30:19,955 semantic_segmentation INFO: Iters: 143960/150000 || Lr: 0.001111 || Task Loss: 0.3473 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:02 || Estimated Time: 2:58:01
2023-07-27 09:30:38,792 semantic_segmentation INFO: Iters: 143970/150000 || Lr: 0.001109 || Task Loss: 0.2927 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:21 || Estimated Time: 2:57:43
2023-07-27 09:30:57,375 semantic_segmentation INFO: Iters: 143980/150000 || Lr: 0.001107 || Task Loss: 0.3654 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:39 || Estimated Time: 2:57:25
2023-07-27 09:31:16,068 semantic_segmentation INFO: Iters: 143990/150000 || Lr: 0.001106 || Task Loss: 0.3047 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:58 || Estimated Time: 2:57:08
2023-07-27 09:31:35,054 semantic_segmentation INFO: Iters: 144000/150000 || Lr: 0.001104 || Task Loss: 0.3266 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:44:17 || Estimated Time: 2:56:50
2023-07-27 09:31:35,178 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 09:31:35,567 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.090
2023-07-27 09:31:35,584 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-27 09:31:35,598 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.142
2023-07-27 09:31:35,614 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.144
2023-07-27 09:31:35,630 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.216
2023-07-27 09:31:35,644 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.262
2023-07-27 09:31:35,660 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.303
2023-07-27 09:31:35,676 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.307
2023-07-27 09:31:35,690 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.345
2023-07-27 09:31:35,707 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.392
2023-07-27 09:31:35,723 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.394
2023-07-27 09:31:35,741 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.437
2023-07-27 09:31:35,756 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.924, mIoU: 0.412
2023-07-27 09:31:35,772 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.922, mIoU: 0.398
2023-07-27 09:31:35,788 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.923, mIoU: 0.391
2023-07-27 09:31:35,802 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.386
2023-07-27 09:31:35,814 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.384
2023-07-27 09:31:35,828 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.382
2023-07-27 09:31:35,844 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.387
2023-07-27 09:31:35,862 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.432
2023-07-27 09:31:35,879 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.432
2023-07-27 09:31:35,896 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.443
2023-07-27 09:31:35,913 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.473
2023-07-27 09:31:35,931 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.475
2023-07-27 09:31:35,949 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.474
2023-07-27 09:31:35,965 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.475
2023-07-27 09:31:35,981 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.476
2023-07-27 09:31:35,995 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.476
2023-07-27 09:31:36,012 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.463
2023-07-27 09:31:36,028 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.463
2023-07-27 09:31:36,044 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.463
2023-07-27 09:31:36,062 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.463
2023-07-27 09:31:36,078 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.474
2023-07-27 09:31:36,095 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.472
2023-07-27 09:31:36,111 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.498
2023-07-27 09:31:36,128 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.498
2023-07-27 09:31:36,142 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.500
2023-07-27 09:31:36,156 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.545
2023-07-27 09:31:36,174 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.532
2023-07-27 09:31:36,187 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.531
2023-07-27 09:31:36,202 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.557
2023-07-27 09:31:36,217 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.556
2023-07-27 09:31:36,233 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.554
2023-07-27 09:31:36,247 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.554
2023-07-27 09:31:36,263 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.557
2023-07-27 09:31:36,279 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 09:31:36,293 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 09:31:36,307 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 09:31:36,323 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.572
2023-07-27 09:31:36,341 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-27 09:31:36,358 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 09:31:36,375 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.568
2023-07-27 09:31:36,390 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.565
2023-07-27 09:31:36,407 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.566
2023-07-27 09:31:36,424 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.571
2023-07-27 09:31:36,438 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.568
2023-07-27 09:31:36,455 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.565
2023-07-27 09:31:36,474 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.562
2023-07-27 09:31:36,489 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.564
2023-07-27 09:31:36,506 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-27 09:31:36,521 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.608
2023-07-27 09:31:36,538 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-27 09:31:36,552 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-27 09:31:36,572 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.610
2023-07-27 09:31:36,586 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.610
2023-07-27 09:31:36,603 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.609
2023-07-27 09:31:36,619 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.610
2023-07-27 09:31:36,633 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-27 09:31:36,650 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-27 09:31:36,666 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-27 09:31:36,683 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-27 09:31:36,698 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.683
2023-07-27 09:31:36,714 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-27 09:31:36,730 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-27 09:31:36,746 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.676
2023-07-27 09:31:36,762 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-27 09:31:36,778 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-27 09:31:36,788 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 09:31:36,805 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 09:31:36,822 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-27 09:31:36,836 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 09:31:36,852 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-27 09:31:36,868 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-27 09:31:36,884 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-27 09:31:36,901 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 09:31:36,918 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-27 09:31:36,935 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.662
2023-07-27 09:31:36,952 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-27 09:31:36,969 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 09:31:36,983 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 09:31:37,000 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 09:31:37,017 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 09:31:37,034 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 09:31:37,050 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 09:31:37,066 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 09:31:37,083 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 09:31:37,097 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 09:31:37,111 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:37,127 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:37,142 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:37,158 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:37,173 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:37,188 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 09:31:37,203 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:37,219 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 09:31:37,232 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:31:37,248 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:31:37,264 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 09:31:37,278 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.676
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2023-07-27 09:31:43,394 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 09:31:43,411 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 09:31:43,492 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 09:31:43,525 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 09:31:43,540 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 09:31:43,649 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-27 09:31:43,666 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 09:31:43,729 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 09:31:43,746 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 09:31:43,760 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 09:31:43,776 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-27 09:31:43,789 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 09:31:43,805 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 09:31:43,819 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-27 09:31:43,832 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 09:31:43,862 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:43,878 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:43,894 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:43,910 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:43,919 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:43,936 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 09:31:43,984 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,000 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,014 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,027 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 09:31:44,077 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:44,091 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,105 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,122 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,138 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,154 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,168 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:44,184 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,201 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,218 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,232 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,248 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-27 09:31:44,328 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:44,436 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,452 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,466 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 09:31:44,482 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,496 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,512 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,528 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,544 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 09:31:44,585 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 09:31:44,617 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 09:31:44,743 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 09:31:44,791 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,807 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,819 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,835 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,851 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,866 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,882 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,898 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,911 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,927 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 09:31:44,943 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:44,959 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:44,973 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:44,990 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:45,005 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:45,021 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:45,037 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:45,054 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 09:31:45,118 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:45,132 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:31:45,149 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:45,182 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:45,196 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,212 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,227 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,243 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,259 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:45,276 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 09:31:45,309 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,326 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:31:45,342 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:31:45,358 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 09:31:45,374 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 09:31:45,391 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-27 09:31:45,410 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:45,426 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:31:45,442 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:31:45,453 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:31:45,467 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 09:31:45,498 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 09:31:45,529 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 09:31:45,627 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:45,642 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 09:31:45,689 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:31:45,721 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:45,767 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 09:31:45,799 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:45,812 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:45,826 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:45,841 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 09:31:45,935 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 09:31:46,415 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,431 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,446 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,462 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,476 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,493 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,509 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,527 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,544 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:46,561 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:46,578 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:46,593 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,607 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,622 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,638 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,655 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,669 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:46,683 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:46,699 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:46,715 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:46,731 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,747 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,763 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,778 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,794 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:46,809 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:31:46,824 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,840 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,856 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,873 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,887 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,904 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,921 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,935 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,949 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,965 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:46,982 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:46,998 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:47,014 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:47,027 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:47,042 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:47,057 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:47,071 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:47,087 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:47,105 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,119 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,136 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,150 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,167 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,184 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,199 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,213 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,230 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,247 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,262 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,278 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,295 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:47,310 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:47,325 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:47,341 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,357 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,376 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,390 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,406 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,420 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,436 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,450 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,464 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,480 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,496 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,509 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,526 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:47,542 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:47,559 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,576 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,590 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,603 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,619 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,633 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,647 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,661 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,678 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,693 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,707 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,723 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,740 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:47,756 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,773 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,787 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,802 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,818 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,834 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:47,851 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:47,867 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:47,880 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:47,894 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,906 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,923 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,940 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,955 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:47,971 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:47,983 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:47,997 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,014 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,030 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:48,045 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:48,061 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:48,075 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,092 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,106 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,122 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,136 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,152 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,168 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,182 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,199 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,215 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,232 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,248 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,264 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,280 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,296 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,311 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,327 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,342 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,356 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,370 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,384 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,401 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,416 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,433 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,449 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,462 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,477 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,494 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,510 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,524 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,540 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,556 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,570 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,585 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,602 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,618 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 09:31:48,633 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,645 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,663 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:48,679 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:48,695 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:48,709 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:48,725 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:48,741 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,757 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,773 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,787 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,804 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,818 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,834 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,849 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,863 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,880 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,894 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:48,910 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,926 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,942 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,957 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,973 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:48,988 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,004 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,021 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,037 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,054 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,070 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,081 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,096 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,110 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,126 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,142 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,159 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,172 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,189 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,204 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,220 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,237 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,254 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,268 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,284 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,300 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:49,316 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,330 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,345 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,361 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:49,378 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:49,392 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:49,408 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:49,424 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:49,439 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:49,454 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,470 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,485 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,500 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,514 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,529 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,545 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,561 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,577 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:49,593 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,609 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,623 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,637 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,653 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,667 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,681 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,697 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:49,713 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,728 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,745 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,759 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,773 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,790 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,806 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:49,820 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,837 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,851 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,868 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,884 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:49,901 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:49,918 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:49,934 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:49,943 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:49,961 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:49,978 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:49,992 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,008 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,024 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,039 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,053 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,069 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,085 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,101 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:31:50,117 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:31:50,132 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:50,149 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:50,166 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:50,179 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:31:50,194 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:31:50,210 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:31:50,226 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:31:50,240 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:50,257 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:50,274 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:50,290 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:50,298 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:31:50,313 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:31:50,327 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,341 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:31:50,354 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:50,370 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:50,386 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:50,403 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:31:50,415 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:50,429 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:50,445 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:50,457 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:50,473 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:50,487 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,503 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,519 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,534 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,550 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,562 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,576 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,591 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,607 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,623 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,638 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,652 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,663 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,675 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,689 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,701 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,717 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,731 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,747 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,763 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,779 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,794 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:50,811 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,827 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,843 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,860 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,876 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,891 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,908 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,925 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,939 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:50,953 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:50,969 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:50,983 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,000 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,014 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,030 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,046 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,065 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,082 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,096 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,113 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,128 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:31:51,144 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,160 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,174 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,187 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,203 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,219 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,235 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 09:31:51,251 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 09:31:51,268 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 09:31:51,285 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 09:31:51,301 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,317 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,331 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,348 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,359 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,374 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,390 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 09:31:51,402 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,418 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 09:31:51,434 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:51,450 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,467 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:51,483 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:31:51,499 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,515 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,528 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,545 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,558 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,574 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,589 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,603 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,619 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,632 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,648 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,664 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,681 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:51,697 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:51,713 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:51,727 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:51,741 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:31:51,757 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,771 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,786 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,802 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,819 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,835 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,849 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,863 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,879 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:51,896 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:51,912 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:51,926 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:51,940 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:51,956 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:51,972 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:51,988 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,004 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,019 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,035 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,050 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,067 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:31:52,084 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 09:31:52,100 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:52,116 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:52,132 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,146 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:52,163 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:52,179 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:31:52,195 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,209 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:31:52,225 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,240 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,257 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,271 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,287 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:52,303 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:52,319 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,336 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:52,352 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:52,368 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 09:31:52,415 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 09:31:52,445 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,459 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 09:31:52,468 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 09:31:52,530 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:52,546 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:52,560 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,574 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,590 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,606 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,622 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,641 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 09:31:52,674 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:52,690 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:31:52,704 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:31:52,720 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:31:52,736 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:52,765 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:52,779 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:52,795 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:52,811 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:31:52,902 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:52,919 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:31:52,968 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:31:53,014 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:31:53,091 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:31:53,224 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:31:53,381 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:31:53,394 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:31:53,837 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:31:53,852 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:53,867 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,883 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,899 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:53,931 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,947 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,963 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,978 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:53,994 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:54,096 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,111 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,128 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,144 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,158 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,175 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:54,265 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 09:31:54,281 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 09:31:54,297 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 09:31:54,313 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,327 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,340 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,356 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:54,371 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,387 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,401 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,417 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,431 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,444 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:31:54,476 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,491 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,507 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,525 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,539 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,556 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,572 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:54,588 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:31:54,619 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:54,633 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:54,683 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:54,697 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:31:54,727 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:54,757 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:31:54,913 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:31:55,022 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:55,133 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,149 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,163 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:55,194 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,211 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,225 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:55,289 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:55,321 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 09:31:55,351 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,365 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,379 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,393 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,407 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,422 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,438 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,452 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,466 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,481 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,494 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,508 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,524 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,541 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:31:55,557 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:55,573 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:55,588 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:55,604 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:31:55,620 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:55,634 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:55,651 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:31:55,685 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:55,699 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:31:55,809 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,825 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,841 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,854 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,870 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,885 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,901 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,917 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:55,932 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:55,991 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:56,004 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:56,139 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:31:56,171 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:56,275 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:31:56,291 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:31:56,410 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:31:56,426 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 09:31:56,442 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 09:31:56,600 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 09:31:56,878 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:31:56,896 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:31:56,910 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 09:31:57,049 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:57,065 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,203 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,217 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,363 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:31:57,377 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 09:31:57,457 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,472 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,510 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,526 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,557 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,585 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,595 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,645 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,675 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,737 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 09:31:57,796 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,812 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,828 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,841 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,857 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,872 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,888 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,904 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:57,918 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,933 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:31:57,948 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:31:57,966 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:32:16,480 semantic_segmentation INFO: Iters: 144010/150000 || Lr: 0.001102 || Task Loss: 0.2474 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:44:58 || Estimated Time: 2:56:34
2023-07-27 09:32:35,032 semantic_segmentation INFO: Iters: 144020/150000 || Lr: 0.001101 || Task Loss: 0.2032 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:17 || Estimated Time: 2:56:16
2023-07-27 09:32:53,636 semantic_segmentation INFO: Iters: 144030/150000 || Lr: 0.001099 || Task Loss: 0.4517 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:35 || Estimated Time: 2:55:58
2023-07-27 09:33:12,422 semantic_segmentation INFO: Iters: 144040/150000 || Lr: 0.001097 || Task Loss: 0.2930 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:54 || Estimated Time: 2:55:41
2023-07-27 09:33:31,212 semantic_segmentation INFO: Iters: 144050/150000 || Lr: 0.001096 || Task Loss: 0.3806 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:13 || Estimated Time: 2:55:23
2023-07-27 09:33:50,295 semantic_segmentation INFO: Iters: 144060/150000 || Lr: 0.001094 || Task Loss: 0.3737 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:32 || Estimated Time: 2:55:05
2023-07-27 09:34:08,737 semantic_segmentation INFO: Iters: 144070/150000 || Lr: 0.001092 || Task Loss: 0.3149 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:51 || Estimated Time: 2:54:48
2023-07-27 09:34:27,556 semantic_segmentation INFO: Iters: 144080/150000 || Lr: 0.001091 || Task Loss: 0.3121 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:09 || Estimated Time: 2:54:30
2023-07-27 09:34:46,374 semantic_segmentation INFO: Iters: 144090/150000 || Lr: 0.001089 || Task Loss: 0.3286 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:28 || Estimated Time: 2:54:12
2023-07-27 09:35:04,881 semantic_segmentation INFO: Iters: 144100/150000 || Lr: 0.001087 || Task Loss: 0.2933 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:47 || Estimated Time: 2:53:55
2023-07-27 09:35:23,553 semantic_segmentation INFO: Iters: 144110/150000 || Lr: 0.001086 || Task Loss: 0.3589 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:05 || Estimated Time: 2:53:37
2023-07-27 09:35:43,132 semantic_segmentation INFO: Iters: 144120/150000 || Lr: 0.001084 || Task Loss: 0.3052 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:25 || Estimated Time: 2:53:19
2023-07-27 09:36:01,548 semantic_segmentation INFO: Iters: 144130/150000 || Lr: 0.001082 || Task Loss: 0.2937 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:43 || Estimated Time: 2:53:02
2023-07-27 09:36:20,543 semantic_segmentation INFO: Iters: 144140/150000 || Lr: 0.001081 || Task Loss: 0.3563 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:49:02 || Estimated Time: 2:52:44
2023-07-27 09:36:39,351 semantic_segmentation INFO: Iters: 144150/150000 || Lr: 0.001079 || Task Loss: 0.4460 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:49:21 || Estimated Time: 2:52:27
2023-07-27 09:36:58,258 semantic_segmentation INFO: Iters: 144160/150000 || Lr: 0.001077 || Task Loss: 0.3304 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:49:40 || Estimated Time: 2:52:09
2023-07-27 09:37:17,261 semantic_segmentation INFO: Iters: 144170/150000 || Lr: 0.001076 || Task Loss: 0.5259 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:49:59 || Estimated Time: 2:51:51
2023-07-27 09:37:36,587 semantic_segmentation INFO: Iters: 144180/150000 || Lr: 0.001074 || Task Loss: 0.2239 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:18 || Estimated Time: 2:51:34
2023-07-27 09:37:55,131 semantic_segmentation INFO: Iters: 144190/150000 || Lr: 0.001072 || Task Loss: 0.3576 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:37 || Estimated Time: 2:51:16
2023-07-27 09:38:13,919 semantic_segmentation INFO: Iters: 144200/150000 || Lr: 0.001071 || Task Loss: 0.4014 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:56 || Estimated Time: 2:50:58
2023-07-27 09:38:32,839 semantic_segmentation INFO: Iters: 144210/150000 || Lr: 0.001069 || Task Loss: 0.4062 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:15 || Estimated Time: 2:50:41
2023-07-27 09:38:52,322 semantic_segmentation INFO: Iters: 144220/150000 || Lr: 0.001067 || Task Loss: 0.2741 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:34 || Estimated Time: 2:50:23
2023-07-27 09:39:10,862 semantic_segmentation INFO: Iters: 144230/150000 || Lr: 0.001066 || Task Loss: 0.4214 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:53 || Estimated Time: 2:50:05
2023-07-27 09:39:29,846 semantic_segmentation INFO: Iters: 144240/150000 || Lr: 0.001064 || Task Loss: 0.3095 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:12 || Estimated Time: 2:49:48
2023-07-27 09:39:48,788 semantic_segmentation INFO: Iters: 144250/150000 || Lr: 0.001062 || Task Loss: 0.3181 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:31 || Estimated Time: 2:49:30
2023-07-27 09:40:07,887 semantic_segmentation INFO: Iters: 144260/150000 || Lr: 0.001061 || Task Loss: 0.2575 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:50 || Estimated Time: 2:49:12
2023-07-27 09:40:26,826 semantic_segmentation INFO: Iters: 144270/150000 || Lr: 0.001059 || Task Loss: 0.2969 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:09 || Estimated Time: 2:48:55
2023-07-27 09:40:45,252 semantic_segmentation INFO: Iters: 144280/150000 || Lr: 0.001057 || Task Loss: 0.3020 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:27 || Estimated Time: 2:48:37
2023-07-27 09:41:04,167 semantic_segmentation INFO: Iters: 144290/150000 || Lr: 0.001056 || Task Loss: 0.3717 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:46 || Estimated Time: 2:48:20
2023-07-27 09:41:22,752 semantic_segmentation INFO: Iters: 144300/150000 || Lr: 0.001054 || Task Loss: 0.2830 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:05 || Estimated Time: 2:48:02
2023-07-27 09:41:42,370 semantic_segmentation INFO: Iters: 144310/150000 || Lr: 0.001052 || Task Loss: 0.3102 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:24 || Estimated Time: 2:47:44
2023-07-27 09:42:00,889 semantic_segmentation INFO: Iters: 144320/150000 || Lr: 0.001051 || Task Loss: 0.4490 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:43 || Estimated Time: 2:47:27
2023-07-27 09:42:19,929 semantic_segmentation INFO: Iters: 144330/150000 || Lr: 0.001049 || Task Loss: 0.3103 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:02 || Estimated Time: 2:47:09
2023-07-27 09:42:38,577 semantic_segmentation INFO: Iters: 144340/150000 || Lr: 0.001047 || Task Loss: 0.4151 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:20 || Estimated Time: 2:46:51
2023-07-27 09:42:57,334 semantic_segmentation INFO: Iters: 144350/150000 || Lr: 0.001046 || Task Loss: 0.2776 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:39 || Estimated Time: 2:46:34
2023-07-27 09:43:16,561 semantic_segmentation INFO: Iters: 144360/150000 || Lr: 0.001044 || Task Loss: 0.3067 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:58 || Estimated Time: 2:46:16
2023-07-27 09:43:35,173 semantic_segmentation INFO: Iters: 144370/150000 || Lr: 0.001042 || Task Loss: 0.5542 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:17 || Estimated Time: 2:45:58
2023-07-27 09:43:54,188 semantic_segmentation INFO: Iters: 144380/150000 || Lr: 0.001041 || Task Loss: 0.3368 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:36 || Estimated Time: 2:45:41
2023-07-27 09:44:13,153 semantic_segmentation INFO: Iters: 144390/150000 || Lr: 0.001039 || Task Loss: 0.3049 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:55 || Estimated Time: 2:45:23
2023-07-27 09:44:31,539 semantic_segmentation INFO: Iters: 144400/150000 || Lr: 0.001037 || Task Loss: 0.3244 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:13 || Estimated Time: 2:45:05
2023-07-27 09:44:50,279 semantic_segmentation INFO: Iters: 144410/150000 || Lr: 0.001036 || Task Loss: 0.4230 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:32 || Estimated Time: 2:44:48
2023-07-27 09:45:08,991 semantic_segmentation INFO: Iters: 144420/150000 || Lr: 0.001034 || Task Loss: 0.3462 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:51 || Estimated Time: 2:44:30
2023-07-27 09:45:27,578 semantic_segmentation INFO: Iters: 144430/150000 || Lr: 0.001032 || Task Loss: 0.3191 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:09 || Estimated Time: 2:44:13
2023-07-27 09:45:46,647 semantic_segmentation INFO: Iters: 144440/150000 || Lr: 0.001031 || Task Loss: 0.3528 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:28 || Estimated Time: 2:43:55
2023-07-27 09:46:05,020 semantic_segmentation INFO: Iters: 144450/150000 || Lr: 0.001029 || Task Loss: 0.3604 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:47 || Estimated Time: 2:43:37
2023-07-27 09:46:24,059 semantic_segmentation INFO: Iters: 144460/150000 || Lr: 0.001027 || Task Loss: 0.3380 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:06 || Estimated Time: 2:43:20
2023-07-27 09:46:42,703 semantic_segmentation INFO: Iters: 144470/150000 || Lr: 0.001026 || Task Loss: 0.2137 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:24 || Estimated Time: 2:43:02
2023-07-27 09:47:01,096 semantic_segmentation INFO: Iters: 144480/150000 || Lr: 0.001024 || Task Loss: 0.2866 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:43 || Estimated Time: 2:42:44
2023-07-27 09:47:19,829 semantic_segmentation INFO: Iters: 144490/150000 || Lr: 0.001022 || Task Loss: 0.2279 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:02 || Estimated Time: 2:42:27
2023-07-27 09:47:39,042 semantic_segmentation INFO: Iters: 144500/150000 || Lr: 0.001021 || Task Loss: 0.5125 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:21 || Estimated Time: 2:42:09
2023-07-27 09:47:57,548 semantic_segmentation INFO: Iters: 144510/150000 || Lr: 0.001019 || Task Loss: 0.3798 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:39 || Estimated Time: 2:41:51
2023-07-27 09:48:16,671 semantic_segmentation INFO: Iters: 144520/150000 || Lr: 0.001017 || Task Loss: 0.3493 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:58 || Estimated Time: 2:41:34
2023-07-27 09:48:35,427 semantic_segmentation INFO: Iters: 144530/150000 || Lr: 0.001016 || Task Loss: 0.3009 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:17 || Estimated Time: 2:41:16
2023-07-27 09:48:54,348 semantic_segmentation INFO: Iters: 144540/150000 || Lr: 0.001014 || Task Loss: 0.2905 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:36 || Estimated Time: 2:40:58
2023-07-27 09:49:13,167 semantic_segmentation INFO: Iters: 144550/150000 || Lr: 0.001012 || Task Loss: 0.2161 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:55 || Estimated Time: 2:40:41
2023-07-27 09:49:31,693 semantic_segmentation INFO: Iters: 144560/150000 || Lr: 0.001011 || Task Loss: 0.3361 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:13 || Estimated Time: 2:40:23
2023-07-27 09:49:50,469 semantic_segmentation INFO: Iters: 144570/150000 || Lr: 0.001009 || Task Loss: 0.3809 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:32 || Estimated Time: 2:40:05
2023-07-27 09:50:08,867 semantic_segmentation INFO: Iters: 144580/150000 || Lr: 0.001007 || Task Loss: 0.4560 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:51 || Estimated Time: 2:39:48
2023-07-27 09:50:27,539 semantic_segmentation INFO: Iters: 144590/150000 || Lr: 0.001006 || Task Loss: 0.2845 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:09 || Estimated Time: 2:39:30
2023-07-27 09:50:46,596 semantic_segmentation INFO: Iters: 144600/150000 || Lr: 0.001004 || Task Loss: 0.2330 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:28 || Estimated Time: 2:39:13
2023-07-27 09:51:05,561 semantic_segmentation INFO: Iters: 144610/150000 || Lr: 0.001002 || Task Loss: 0.2873 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:47 || Estimated Time: 2:38:55
2023-07-27 09:51:24,093 semantic_segmentation INFO: Iters: 144620/150000 || Lr: 0.001001 || Task Loss: 0.2705 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:06 || Estimated Time: 2:38:37
2023-07-27 09:51:42,542 semantic_segmentation INFO: Iters: 144630/150000 || Lr: 0.000999 || Task Loss: 0.3369 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:24 || Estimated Time: 2:38:20
2023-07-27 09:52:00,980 semantic_segmentation INFO: Iters: 144640/150000 || Lr: 0.000997 || Task Loss: 0.4035 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:43 || Estimated Time: 2:38:02
2023-07-27 09:52:19,418 semantic_segmentation INFO: Iters: 144650/150000 || Lr: 0.000996 || Task Loss: 0.3209 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:01 || Estimated Time: 2:37:44
2023-07-27 09:52:37,847 semantic_segmentation INFO: Iters: 144660/150000 || Lr: 0.000994 || Task Loss: 0.3055 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:20 || Estimated Time: 2:37:27
2023-07-27 09:52:56,310 semantic_segmentation INFO: Iters: 144670/150000 || Lr: 0.000992 || Task Loss: 0.3114 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:38 || Estimated Time: 2:37:09
2023-07-27 09:53:14,914 semantic_segmentation INFO: Iters: 144680/150000 || Lr: 0.000991 || Task Loss: 0.3179 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:57 || Estimated Time: 2:36:51
2023-07-27 09:53:34,220 semantic_segmentation INFO: Iters: 144690/150000 || Lr: 0.000989 || Task Loss: 0.4167 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:16 || Estimated Time: 2:36:34
2023-07-27 09:53:52,962 semantic_segmentation INFO: Iters: 144700/150000 || Lr: 0.000987 || Task Loss: 0.3135 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:35 || Estimated Time: 2:36:16
2023-07-27 09:54:11,248 semantic_segmentation INFO: Iters: 144710/150000 || Lr: 0.000986 || Task Loss: 0.3630 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:53 || Estimated Time: 2:35:58
2023-07-27 09:54:30,161 semantic_segmentation INFO: Iters: 144720/150000 || Lr: 0.000984 || Task Loss: 0.3975 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:12 || Estimated Time: 2:35:41
2023-07-27 09:54:48,622 semantic_segmentation INFO: Iters: 144730/150000 || Lr: 0.000982 || Task Loss: 0.3204 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:30 || Estimated Time: 2:35:23
2023-07-27 09:55:07,309 semantic_segmentation INFO: Iters: 144740/150000 || Lr: 0.000981 || Task Loss: 0.3037 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:49 || Estimated Time: 2:35:05
2023-07-27 09:55:26,168 semantic_segmentation INFO: Iters: 144750/150000 || Lr: 0.000979 || Task Loss: 0.3071 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:08 || Estimated Time: 2:34:48
2023-07-27 09:55:44,919 semantic_segmentation INFO: Iters: 144760/150000 || Lr: 0.000977 || Task Loss: 0.4111 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:27 || Estimated Time: 2:34:30
2023-07-27 09:56:03,364 semantic_segmentation INFO: Iters: 144770/150000 || Lr: 0.000976 || Task Loss: 0.2874 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:45 || Estimated Time: 2:34:12
2023-07-27 09:56:22,068 semantic_segmentation INFO: Iters: 144780/150000 || Lr: 0.000974 || Task Loss: 0.2664 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:04 || Estimated Time: 2:33:55
2023-07-27 09:56:41,706 semantic_segmentation INFO: Iters: 144790/150000 || Lr: 0.000972 || Task Loss: 0.2819 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:23 || Estimated Time: 2:33:37
2023-07-27 09:57:00,368 semantic_segmentation INFO: Iters: 144800/150000 || Lr: 0.000971 || Task Loss: 0.2786 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:42 || Estimated Time: 2:33:19
2023-07-27 09:57:00,493 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 09:57:00,884 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.089
2023-07-27 09:57:00,897 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.132
2023-07-27 09:57:00,910 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.151
2023-07-27 09:57:00,925 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.152
2023-07-27 09:57:00,940 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.223
2023-07-27 09:57:00,953 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.269
2023-07-27 09:57:00,968 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.310
2023-07-27 09:57:00,984 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.315
2023-07-27 09:57:00,997 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.351
2023-07-27 09:57:01,012 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.397
2023-07-27 09:57:01,028 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.399
2023-07-27 09:57:01,046 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.436
2023-07-27 09:57:01,060 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.919, mIoU: 0.417
2023-07-27 09:57:01,077 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.396
2023-07-27 09:57:01,093 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.388
2023-07-27 09:57:01,108 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.383
2023-07-27 09:57:01,120 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.381
2023-07-27 09:57:01,134 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.381
2023-07-27 09:57:01,150 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.388
2023-07-27 09:57:01,169 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.433
2023-07-27 09:57:01,186 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.433
2023-07-27 09:57:01,203 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.444
2023-07-27 09:57:01,220 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.478
2023-07-27 09:57:01,238 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-27 09:57:01,256 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.480
2023-07-27 09:57:01,272 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.483
2023-07-27 09:57:01,289 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.484
2023-07-27 09:57:01,302 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.484
2023-07-27 09:57:01,319 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.470
2023-07-27 09:57:01,336 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.471
2023-07-27 09:57:01,351 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.470
2023-07-27 09:57:01,368 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.470
2023-07-27 09:57:01,384 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.479
2023-07-27 09:57:01,401 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.478
2023-07-27 09:57:01,417 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.502
2023-07-27 09:57:01,433 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.502
2023-07-27 09:57:01,448 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.505
2023-07-27 09:57:01,462 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.549
2023-07-27 09:57:01,480 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.534
2023-07-27 09:57:01,493 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.533
2023-07-27 09:57:01,508 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.559
2023-07-27 09:57:01,524 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.559
2023-07-27 09:57:01,539 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.558
2023-07-27 09:57:01,554 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 09:57:01,570 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-27 09:57:01,587 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-27 09:57:01,601 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-27 09:57:01,615 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.572
2023-07-27 09:57:01,630 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.575
2023-07-27 09:57:01,648 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.573
2023-07-27 09:57:01,665 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-27 09:57:01,681 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.571
2023-07-27 09:57:01,695 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.569
2023-07-27 09:57:01,712 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.570
2023-07-27 09:57:01,729 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.574
2023-07-27 09:57:01,743 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.571
2023-07-27 09:57:01,760 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.567
2023-07-27 09:57:01,778 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.566
2023-07-27 09:57:01,793 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.568
2023-07-27 09:57:01,809 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.610
2023-07-27 09:57:01,823 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-27 09:57:01,840 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-27 09:57:01,854 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-27 09:57:01,873 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-27 09:57:01,887 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-27 09:57:01,904 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-27 09:57:01,920 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-27 09:57:01,934 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-27 09:57:01,951 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-27 09:57:01,967 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-27 09:57:01,984 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-27 09:57:01,998 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-27 09:57:02,015 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-27 09:57:02,031 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-27 09:57:02,047 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-27 09:57:02,063 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-27 09:57:02,079 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 09:57:02,089 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 09:57:02,106 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 09:57:02,124 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 09:57:02,139 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-27 09:57:02,156 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 09:57:02,173 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-27 09:57:02,190 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 09:57:02,207 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 09:57:02,224 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 09:57:02,241 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 09:57:02,257 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 09:57:02,273 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:02,287 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:02,303 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:02,320 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.675
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2023-07-27 09:57:02,353 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-27 09:57:02,369 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-27 09:57:02,384 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-27 09:57:02,398 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-27 09:57:02,459 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 09:57:02,475 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 09:57:02,490 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-27 09:57:02,523 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-27 09:57:02,675 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.684
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2023-07-27 09:57:02,750 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.672
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2023-07-27 09:57:02,867 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.661
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2023-07-27 09:57:02,998 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 09:57:03,012 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 09:57:03,029 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.665
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2023-07-27 09:57:03,060 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.666
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2023-07-27 09:57:03,126 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 09:57:03,141 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-27 09:57:03,157 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 09:57:03,173 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:03,184 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-27 09:57:03,452 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:03,465 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:57:03,481 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 09:57:03,497 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.671
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2023-07-27 09:57:03,531 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-27 09:57:03,546 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.665
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2023-07-27 09:57:03,800 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.665
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2023-07-27 09:57:04,587 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.655
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2023-07-27 09:57:05,364 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-27 09:57:07,676 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 09:57:07,691 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.920, mIoU: 0.651
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2023-07-27 09:57:07,806 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 09:57:07,822 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 09:57:07,850 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 09:57:07,885 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-27 09:57:08,021 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.920, mIoU: 0.649
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2023-07-27 09:57:08,125 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 09:57:08,140 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 09:57:08,157 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 09:57:08,171 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-27 09:57:08,187 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 09:57:08,205 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 09:57:08,221 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 09:57:08,237 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 09:57:08,253 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-27 09:57:08,267 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 09:57:08,283 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 09:57:08,299 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 09:57:08,313 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 09:57:08,329 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 09:57:08,341 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-27 09:57:08,357 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-27 09:57:08,388 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-27 09:57:08,421 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 09:57:08,432 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 09:57:08,447 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-27 09:57:08,463 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-27 09:57:08,480 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 09:57:08,494 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-27 09:57:08,524 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-27 09:57:08,600 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 09:57:08,616 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 09:57:08,630 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 09:57:08,646 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 09:57:08,662 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 09:57:08,677 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-27 09:57:08,723 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 09:57:08,740 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 09:57:08,756 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-27 09:57:08,773 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 09:57:08,787 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 09:57:08,801 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-27 09:57:08,816 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 09:57:08,833 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 09:57:08,849 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-27 09:57:09,042 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 09:57:09,058 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 09:57:09,072 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-27 09:57:09,101 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 09:57:09,116 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 09:57:09,130 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 09:57:09,143 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 09:57:09,171 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 09:57:09,187 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 09:57:09,203 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,220 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,229 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,245 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,262 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,279 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,296 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,312 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,326 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,340 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,356 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,372 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,389 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,402 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 09:57:09,433 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,449 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,465 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,479 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:09,495 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 09:57:09,512 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 09:57:09,543 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,559 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:09,575 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 09:57:09,621 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 09:57:09,702 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-27 09:57:09,732 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:09,748 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 09:57:09,795 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 09:57:09,810 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 09:57:09,826 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 09:57:09,901 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 09:57:09,981 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 09:57:10,512 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 09:57:10,685 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 09:57:10,721 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:57:10,736 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:10,753 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:10,763 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,777 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 09:57:10,793 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:10,807 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:10,823 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:10,837 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:10,851 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:10,868 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:10,886 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:10,903 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,921 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,935 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,951 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,966 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,981 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:10,998 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,014 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,031 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:11,047 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,063 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,077 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,093 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:11,109 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:57:11,122 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,136 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,151 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,168 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,183 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,197 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,212 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,228 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,244 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,258 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 09:57:11,272 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:11,281 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:11,298 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:11,315 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:11,332 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:11,349 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:11,366 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,383 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:11,401 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,418 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,432 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,448 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,464 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,480 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,496 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,509 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,523 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:11,536 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:11,551 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:11,565 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:11,578 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:11,592 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:11,607 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:11,623 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:11,635 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:11,649 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:11,663 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:11,676 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,693 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,710 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,726 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,743 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,760 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,776 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,791 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:11,808 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:11,825 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:11,844 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,861 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,877 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,894 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,907 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,921 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:11,935 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,951 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,968 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,982 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:11,995 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:12,011 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,026 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,041 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,057 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,073 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,087 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,103 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,118 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,133 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,150 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,165 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,183 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,197 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,214 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,231 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,244 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,258 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,275 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,292 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,308 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,325 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,338 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,352 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 09:57:12,368 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,382 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:12,398 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:12,416 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,430 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,446 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,460 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,475 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,492 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,506 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,520 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,537 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,553 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,568 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,584 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,601 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:12,616 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:12,630 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:12,646 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,662 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,680 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,694 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,710 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,724 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,741 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,755 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,769 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,785 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,801 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,815 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,831 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:12,848 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:12,865 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,881 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,895 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,909 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,925 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,940 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,954 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:12,968 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:12,985 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,000 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,014 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,029 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,046 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,063 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,080 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,094 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,108 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,124 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,141 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,157 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,174 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,188 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,202 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,214 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,230 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,247 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,262 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,277 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,289 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,303 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,320 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,336 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,351 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:13,367 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:13,382 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:13,398 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,413 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,429 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:13,443 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:13,459 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,476 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,490 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,507 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,523 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,539 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,555 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,571 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,587 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,602 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,617 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:13,633 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,648 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,662 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,676 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,689 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,706 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:13,721 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,739 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,756 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:13,769 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,785 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,803 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,820 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,835 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,852 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,868 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,882 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,898 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,916 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,931 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:13,945 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,957 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:13,975 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:13,991 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:14,007 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:14,020 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:14,036 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:14,051 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,067 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,083 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,096 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,112 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,125 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 09:57:14,142 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,158 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,173 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,190 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,205 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,222 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,238 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,255 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,271 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,287 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,303 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,318 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,336 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,351 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,368 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,384 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,394 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,409 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,423 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,439 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,454 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,471 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,484 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,500 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,515 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,530 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,548 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,565 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,580 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,597 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,613 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,630 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,644 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,660 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,676 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,693 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,707 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,723 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,739 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 09:57:14,753 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:14,769 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,785 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,799 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,815 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,829 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,844 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,860 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,876 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,892 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,908 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,924 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,938 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,952 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:14,968 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,982 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:14,997 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,013 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,029 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,045 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,062 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,075 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,089 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,106 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,122 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,136 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,152 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,166 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,183 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,198 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,216 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,232 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,248 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,258 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,275 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,291 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,305 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,321 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,337 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,352 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,366 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,382 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,398 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,415 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,431 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,447 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,465 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,481 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,496 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,512 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,528 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,543 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 09:57:15,557 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,574 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,590 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,606 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,614 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,628 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 09:57:15,642 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,656 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,668 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 09:57:15,684 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,699 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,715 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 09:57:15,727 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,741 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,757 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,769 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,785 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,800 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,816 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,832 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,849 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,865 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,877 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,891 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,907 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,923 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,939 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,955 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,969 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,980 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:15,992 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,006 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,018 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,034 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,047 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,063 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,080 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,096 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,110 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,126 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,142 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,158 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,175 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,190 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,206 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,222 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,239 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,254 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,268 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,284 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,298 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,316 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,330 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:16,346 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:16,363 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,381 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,398 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,412 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,428 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,444 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 09:57:16,460 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,476 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,489 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,503 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,519 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,534 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,550 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,565 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:57:16,582 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:57:16,599 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 09:57:16,615 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,631 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,645 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,662 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,674 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,688 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,704 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 09:57:16,717 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,733 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 09:57:16,749 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,766 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,783 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,800 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:16,815 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,831 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,844 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,861 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,875 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,891 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,906 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,920 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,935 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,949 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,965 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,980 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:16,996 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,013 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,029 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,044 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,058 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,075 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,089 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,104 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,121 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,137 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,154 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,168 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,182 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 09:57:17,199 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:17,216 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,233 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,247 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,261 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,277 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,293 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,310 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,326 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,342 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,357 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,373 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,389 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 09:57:17,405 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 09:57:17,421 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 09:57:17,436 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,452 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,466 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,482 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,498 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,514 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,528 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 09:57:17,544 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,559 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,576 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,590 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,607 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,623 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,639 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,656 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,673 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,690 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,704 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,721 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,739 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,753 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,770 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,784 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 09:57:17,793 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,809 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,825 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,839 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:17,856 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:17,872 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:17,886 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:17,900 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,917 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,933 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,948 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,966 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,982 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:17,999 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,015 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,029 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,046 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,062 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,078 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,092 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,106 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,122 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,138 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,155 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,171 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 09:57:18,184 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,201 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,216 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,231 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,247 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,264 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,280 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,296 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,311 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,327 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,343 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,359 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,375 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:18,389 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,406 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,420 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,434 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,447 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,463 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,479 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,495 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,511 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,522 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,537 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,554 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,571 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,585 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,601 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,618 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,634 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,648 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,664 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,680 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,694 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,711 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,725 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,739 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:57:18,771 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,787 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,803 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:57:18,832 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:18,848 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:18,862 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,878 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,894 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:18,909 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:18,926 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 09:57:18,953 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:18,969 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:18,985 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 09:57:19,000 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 09:57:19,014 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,030 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,048 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,063 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,074 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:57:19,123 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:57:19,153 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,169 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 09:57:19,184 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:19,198 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:57:19,294 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,309 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,324 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:57:19,353 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 09:57:19,444 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,460 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,476 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,490 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:57:19,583 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 09:57:19,610 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:57:19,627 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 09:57:19,643 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,657 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,670 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,686 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,701 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:19,716 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:19,730 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,747 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,760 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,774 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,790 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,806 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,822 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,838 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,855 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,869 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,885 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,900 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,916 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:19,932 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 09:57:19,946 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:19,959 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:19,976 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:19,992 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,009 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,022 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,036 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,052 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,069 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,083 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,097 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,113 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,130 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,146 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,162 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,178 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,195 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,210 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,225 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,242 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,256 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,272 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,288 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,303 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,319 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,335 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,350 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,366 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,381 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,396 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,412 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,428 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,442 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:20,459 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,475 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,489 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,503 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,519 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,536 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,550 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,566 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,582 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,598 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,614 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,630 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,646 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,662 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,675 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,689 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,703 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,717 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,731 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,748 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,764 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,778 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,792 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,808 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,820 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,835 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,851 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:20,867 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,883 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,900 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,914 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,930 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,946 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 09:57:20,961 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,978 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:20,994 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,012 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,026 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,043 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,060 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,076 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,092 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,105 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,121 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,136 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,152 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,168 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,181 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,197 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 09:57:21,213 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,228 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,244 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,259 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,275 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,291 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,301 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,317 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,331 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,345 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,363 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,380 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,395 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,409 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,423 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 09:57:21,453 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 09:57:21,469 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,485 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,501 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:57:21,593 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,606 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 09:57:21,622 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:57:21,651 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:57:21,682 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 09:57:21,772 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 09:57:21,927 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 09:57:22,372 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,388 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 09:57:22,542 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,559 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 09:57:22,668 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,683 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,697 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,713 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,728 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,744 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,761 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,777 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,793 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,803 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,819 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,833 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,849 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 09:57:22,865 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,881 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,897 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,910 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,920 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,937 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,953 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,968 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,982 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:22,998 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,013 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,027 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,043 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 09:57:23,058 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 09:57:23,072 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,087 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,101 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,116 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,131 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,147 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,161 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,177 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,192 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,208 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,225 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,239 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,254 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 09:57:23,270 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 09:57:23,288 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 09:57:41,855 semantic_segmentation INFO: Iters: 144810/150000 || Lr: 0.000969 || Task Loss: 0.3607 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:10:24 || Estimated Time: 2:33:03
2023-07-27 09:58:00,562 semantic_segmentation INFO: Iters: 144820/150000 || Lr: 0.000967 || Task Loss: 0.2469 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:10:42 || Estimated Time: 2:32:45
2023-07-27 09:58:19,575 semantic_segmentation INFO: Iters: 144830/150000 || Lr: 0.000966 || Task Loss: 0.3398 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:01 || Estimated Time: 2:32:27
2023-07-27 09:58:38,018 semantic_segmentation INFO: Iters: 144840/150000 || Lr: 0.000964 || Task Loss: 0.2547 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:20 || Estimated Time: 2:32:10
2023-07-27 09:58:56,458 semantic_segmentation INFO: Iters: 144850/150000 || Lr: 0.000962 || Task Loss: 0.3086 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:38 || Estimated Time: 2:31:52
2023-07-27 09:59:15,030 semantic_segmentation INFO: Iters: 144860/150000 || Lr: 0.000960 || Task Loss: 0.3306 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:57 || Estimated Time: 2:31:34
2023-07-27 09:59:33,600 semantic_segmentation INFO: Iters: 144870/150000 || Lr: 0.000959 || Task Loss: 0.3429 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:15 || Estimated Time: 2:31:17
2023-07-27 09:59:52,282 semantic_segmentation INFO: Iters: 144880/150000 || Lr: 0.000957 || Task Loss: 0.3322 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:34 || Estimated Time: 2:30:59
2023-07-27 10:00:11,230 semantic_segmentation INFO: Iters: 144890/150000 || Lr: 0.000955 || Task Loss: 0.5163 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:53 || Estimated Time: 2:30:41
2023-07-27 10:00:30,140 semantic_segmentation INFO: Iters: 144900/150000 || Lr: 0.000954 || Task Loss: 0.4228 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:13:12 || Estimated Time: 2:30:24
2023-07-27 10:00:48,761 semantic_segmentation INFO: Iters: 144910/150000 || Lr: 0.000952 || Task Loss: 0.4268 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:13:31 || Estimated Time: 2:30:06
2023-07-27 10:01:07,086 semantic_segmentation INFO: Iters: 144920/150000 || Lr: 0.000950 || Task Loss: 0.3331 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:13:49 || Estimated Time: 2:29:48
2023-07-27 10:01:25,506 semantic_segmentation INFO: Iters: 144930/150000 || Lr: 0.000949 || Task Loss: 0.3198 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:07 || Estimated Time: 2:29:31
2023-07-27 10:01:43,925 semantic_segmentation INFO: Iters: 144940/150000 || Lr: 0.000947 || Task Loss: 0.2760 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:26 || Estimated Time: 2:29:13
2023-07-27 10:02:02,520 semantic_segmentation INFO: Iters: 144950/150000 || Lr: 0.000945 || Task Loss: 0.4039 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:44 || Estimated Time: 2:28:55
2023-07-27 10:02:21,263 semantic_segmentation INFO: Iters: 144960/150000 || Lr: 0.000944 || Task Loss: 0.3664 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:03 || Estimated Time: 2:28:38
2023-07-27 10:02:40,304 semantic_segmentation INFO: Iters: 144970/150000 || Lr: 0.000942 || Task Loss: 0.2502 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:22 || Estimated Time: 2:28:20
2023-07-27 10:02:58,781 semantic_segmentation INFO: Iters: 144980/150000 || Lr: 0.000940 || Task Loss: 0.2725 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:41 || Estimated Time: 2:28:02
2023-07-27 10:03:17,101 semantic_segmentation INFO: Iters: 144990/150000 || Lr: 0.000939 || Task Loss: 0.3756 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:59 || Estimated Time: 2:27:45
2023-07-27 10:03:36,263 semantic_segmentation INFO: Iters: 145000/150000 || Lr: 0.000937 || Task Loss: 0.3334 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:18 || Estimated Time: 2:27:27
2023-07-27 10:03:54,690 semantic_segmentation INFO: Iters: 145010/150000 || Lr: 0.000935 || Task Loss: 0.4239 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:36 || Estimated Time: 2:27:09
2023-07-27 10:04:13,571 semantic_segmentation INFO: Iters: 145020/150000 || Lr: 0.000934 || Task Loss: 0.3689 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:55 || Estimated Time: 2:26:52
2023-07-27 10:04:32,530 semantic_segmentation INFO: Iters: 145030/150000 || Lr: 0.000932 || Task Loss: 0.4153 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:14 || Estimated Time: 2:26:34
2023-07-27 10:04:51,320 semantic_segmentation INFO: Iters: 145040/150000 || Lr: 0.000930 || Task Loss: 0.4506 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:33 || Estimated Time: 2:26:16
2023-07-27 10:05:10,205 semantic_segmentation INFO: Iters: 145050/150000 || Lr: 0.000928 || Task Loss: 0.3236 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:52 || Estimated Time: 2:25:59
2023-07-27 10:05:28,934 semantic_segmentation INFO: Iters: 145060/150000 || Lr: 0.000927 || Task Loss: 0.3623 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:11 || Estimated Time: 2:25:41
2023-07-27 10:05:48,251 semantic_segmentation INFO: Iters: 145070/150000 || Lr: 0.000925 || Task Loss: 0.3857 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:30 || Estimated Time: 2:25:23
2023-07-27 10:06:07,494 semantic_segmentation INFO: Iters: 145080/150000 || Lr: 0.000923 || Task Loss: 0.2822 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:49 || Estimated Time: 2:25:06
2023-07-27 10:06:26,288 semantic_segmentation INFO: Iters: 145090/150000 || Lr: 0.000922 || Task Loss: 0.4145 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:08 || Estimated Time: 2:24:48
2023-07-27 10:06:45,583 semantic_segmentation INFO: Iters: 145100/150000 || Lr: 0.000920 || Task Loss: 0.2753 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:27 || Estimated Time: 2:24:30
2023-07-27 10:07:04,797 semantic_segmentation INFO: Iters: 145110/150000 || Lr: 0.000918 || Task Loss: 0.2773 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:47 || Estimated Time: 2:24:13
2023-07-27 10:07:23,463 semantic_segmentation INFO: Iters: 145120/150000 || Lr: 0.000917 || Task Loss: 0.2718 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:05 || Estimated Time: 2:23:55
2023-07-27 10:07:42,303 semantic_segmentation INFO: Iters: 145130/150000 || Lr: 0.000915 || Task Loss: 0.4100 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:24 || Estimated Time: 2:23:38
2023-07-27 10:08:01,933 semantic_segmentation INFO: Iters: 145140/150000 || Lr: 0.000913 || Task Loss: 0.2427 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:44 || Estimated Time: 2:23:20
2023-07-27 10:08:20,836 semantic_segmentation INFO: Iters: 145150/150000 || Lr: 0.000912 || Task Loss: 0.3890 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:03 || Estimated Time: 2:23:02
2023-07-27 10:08:40,387 semantic_segmentation INFO: Iters: 145160/150000 || Lr: 0.000910 || Task Loss: 0.3096 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:22 || Estimated Time: 2:22:45
2023-07-27 10:08:59,518 semantic_segmentation INFO: Iters: 145170/150000 || Lr: 0.000908 || Task Loss: 0.3668 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:41 || Estimated Time: 2:22:27
2023-07-27 10:09:18,470 semantic_segmentation INFO: Iters: 145180/150000 || Lr: 0.000907 || Task Loss: 0.2533 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:00 || Estimated Time: 2:22:09
2023-07-27 10:09:37,243 semantic_segmentation INFO: Iters: 145190/150000 || Lr: 0.000905 || Task Loss: 0.3368 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:19 || Estimated Time: 2:21:52
2023-07-27 10:09:56,263 semantic_segmentation INFO: Iters: 145200/150000 || Lr: 0.000903 || Task Loss: 0.3678 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:38 || Estimated Time: 2:21:34
2023-07-27 10:10:15,037 semantic_segmentation INFO: Iters: 145210/150000 || Lr: 0.000901 || Task Loss: 0.2411 || KD Loss: 0.0232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:57 || Estimated Time: 2:21:16
2023-07-27 10:10:34,301 semantic_segmentation INFO: Iters: 145220/150000 || Lr: 0.000900 || Task Loss: 0.3194 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:16 || Estimated Time: 2:20:59
2023-07-27 10:10:52,992 semantic_segmentation INFO: Iters: 145230/150000 || Lr: 0.000898 || Task Loss: 0.2761 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:35 || Estimated Time: 2:20:41
2023-07-27 10:11:12,148 semantic_segmentation INFO: Iters: 145240/150000 || Lr: 0.000896 || Task Loss: 0.2185 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:54 || Estimated Time: 2:20:23
2023-07-27 10:11:30,705 semantic_segmentation INFO: Iters: 145250/150000 || Lr: 0.000895 || Task Loss: 0.4321 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:12 || Estimated Time: 2:20:06
2023-07-27 10:11:49,245 semantic_segmentation INFO: Iters: 145260/150000 || Lr: 0.000893 || Task Loss: 0.3733 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:31 || Estimated Time: 2:19:48
2023-07-27 10:12:08,212 semantic_segmentation INFO: Iters: 145270/150000 || Lr: 0.000891 || Task Loss: 0.3161 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:50 || Estimated Time: 2:19:30
2023-07-27 10:12:27,133 semantic_segmentation INFO: Iters: 145280/150000 || Lr: 0.000890 || Task Loss: 0.3650 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:25:09 || Estimated Time: 2:19:13
2023-07-27 10:12:45,588 semantic_segmentation INFO: Iters: 145290/150000 || Lr: 0.000888 || Task Loss: 0.2514 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:25:27 || Estimated Time: 2:18:55
2023-07-27 10:13:04,111 semantic_segmentation INFO: Iters: 145300/150000 || Lr: 0.000886 || Task Loss: 0.3667 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:25:46 || Estimated Time: 2:18:37
2023-07-27 10:13:23,135 semantic_segmentation INFO: Iters: 145310/150000 || Lr: 0.000884 || Task Loss: 0.3323 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:26:05 || Estimated Time: 2:18:20
2023-07-27 10:13:41,837 semantic_segmentation INFO: Iters: 145320/150000 || Lr: 0.000883 || Task Loss: 0.3762 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:26:24 || Estimated Time: 2:18:02
2023-07-27 10:14:00,287 semantic_segmentation INFO: Iters: 145330/150000 || Lr: 0.000881 || Task Loss: 0.3864 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:26:42 || Estimated Time: 2:17:44
2023-07-27 10:14:18,705 semantic_segmentation INFO: Iters: 145340/150000 || Lr: 0.000879 || Task Loss: 0.3167 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:27:00 || Estimated Time: 2:17:27
2023-07-27 10:14:37,727 semantic_segmentation INFO: Iters: 145350/150000 || Lr: 0.000878 || Task Loss: 0.2470 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:27:20 || Estimated Time: 2:17:09
2023-07-27 10:14:56,327 semantic_segmentation INFO: Iters: 145360/150000 || Lr: 0.000876 || Task Loss: 0.4093 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:27:38 || Estimated Time: 2:16:51
2023-07-27 10:15:15,198 semantic_segmentation INFO: Iters: 145370/150000 || Lr: 0.000874 || Task Loss: 0.4170 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:27:57 || Estimated Time: 2:16:34
2023-07-27 10:15:33,679 semantic_segmentation INFO: Iters: 145380/150000 || Lr: 0.000873 || Task Loss: 0.2990 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:28:15 || Estimated Time: 2:16:16
2023-07-27 10:15:52,318 semantic_segmentation INFO: Iters: 145390/150000 || Lr: 0.000871 || Task Loss: 0.2859 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:28:34 || Estimated Time: 2:15:58
2023-07-27 10:16:11,449 semantic_segmentation INFO: Iters: 145400/150000 || Lr: 0.000869 || Task Loss: 0.3263 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:28:53 || Estimated Time: 2:15:41
2023-07-27 10:16:29,929 semantic_segmentation INFO: Iters: 145410/150000 || Lr: 0.000867 || Task Loss: 0.3322 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:29:12 || Estimated Time: 2:15:23
2023-07-27 10:16:48,369 semantic_segmentation INFO: Iters: 145420/150000 || Lr: 0.000866 || Task Loss: 0.3650 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:29:30 || Estimated Time: 2:15:05
2023-07-27 10:17:06,760 semantic_segmentation INFO: Iters: 145430/150000 || Lr: 0.000864 || Task Loss: 0.3032 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:29:49 || Estimated Time: 2:14:48
2023-07-27 10:17:25,812 semantic_segmentation INFO: Iters: 145440/150000 || Lr: 0.000862 || Task Loss: 0.3727 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:30:08 || Estimated Time: 2:14:30
2023-07-27 10:17:44,494 semantic_segmentation INFO: Iters: 145450/150000 || Lr: 0.000861 || Task Loss: 0.2796 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:30:26 || Estimated Time: 2:14:12
2023-07-27 10:18:02,709 semantic_segmentation INFO: Iters: 145460/150000 || Lr: 0.000859 || Task Loss: 0.3995 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:30:44 || Estimated Time: 2:13:55
2023-07-27 10:18:21,349 semantic_segmentation INFO: Iters: 145470/150000 || Lr: 0.000857 || Task Loss: 0.3706 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:31:03 || Estimated Time: 2:13:37
2023-07-27 10:18:40,608 semantic_segmentation INFO: Iters: 145480/150000 || Lr: 0.000856 || Task Loss: 0.3152 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:31:22 || Estimated Time: 2:13:19
2023-07-27 10:18:58,839 semantic_segmentation INFO: Iters: 145490/150000 || Lr: 0.000854 || Task Loss: 0.2602 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:31:41 || Estimated Time: 2:13:02
2023-07-27 10:19:17,185 semantic_segmentation INFO: Iters: 145500/150000 || Lr: 0.000852 || Task Loss: 0.2887 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:31:59 || Estimated Time: 2:12:44
2023-07-27 10:19:35,750 semantic_segmentation INFO: Iters: 145510/150000 || Lr: 0.000850 || Task Loss: 0.2473 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:32:18 || Estimated Time: 2:12:26
2023-07-27 10:19:54,305 semantic_segmentation INFO: Iters: 145520/150000 || Lr: 0.000849 || Task Loss: 0.3737 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:32:36 || Estimated Time: 2:12:09
2023-07-27 10:20:12,738 semantic_segmentation INFO: Iters: 145530/150000 || Lr: 0.000847 || Task Loss: 0.4869 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:32:55 || Estimated Time: 2:11:51
2023-07-27 10:20:31,179 semantic_segmentation INFO: Iters: 145540/150000 || Lr: 0.000845 || Task Loss: 0.2262 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:33:13 || Estimated Time: 2:11:33
2023-07-27 10:20:49,627 semantic_segmentation INFO: Iters: 145550/150000 || Lr: 0.000844 || Task Loss: 0.3344 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:33:31 || Estimated Time: 2:11:16
2023-07-27 10:21:08,318 semantic_segmentation INFO: Iters: 145560/150000 || Lr: 0.000842 || Task Loss: 0.3290 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:33:50 || Estimated Time: 2:10:58
2023-07-27 10:21:26,732 semantic_segmentation INFO: Iters: 145570/150000 || Lr: 0.000840 || Task Loss: 0.2878 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:34:09 || Estimated Time: 2:10:40
2023-07-27 10:21:45,146 semantic_segmentation INFO: Iters: 145580/150000 || Lr: 0.000839 || Task Loss: 0.2479 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:34:27 || Estimated Time: 2:10:23
2023-07-27 10:22:03,695 semantic_segmentation INFO: Iters: 145590/150000 || Lr: 0.000837 || Task Loss: 0.2873 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:34:45 || Estimated Time: 2:10:05
2023-07-27 10:22:21,896 semantic_segmentation INFO: Iters: 145600/150000 || Lr: 0.000835 || Task Loss: 0.3041 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:35:04 || Estimated Time: 2:09:47
2023-07-27 10:22:22,019 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 10:22:22,404 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-27 10:22:22,436 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.132
2023-07-27 10:22:22,450 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.149
2023-07-27 10:22:22,466 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.150
2023-07-27 10:22:22,480 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.221
2023-07-27 10:22:22,494 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.267
2023-07-27 10:22:22,509 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.308
2023-07-27 10:22:22,525 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.313
2023-07-27 10:22:22,538 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.351
2023-07-27 10:22:22,554 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.397
2023-07-27 10:22:22,569 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.399
2023-07-27 10:22:22,584 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.443
2023-07-27 10:22:22,598 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.425
2023-07-27 10:22:22,612 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.405
2023-07-27 10:22:22,628 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.929, mIoU: 0.397
2023-07-27 10:22:22,641 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.393
2023-07-27 10:22:22,652 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.392
2023-07-27 10:22:22,665 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.390
2023-07-27 10:22:22,682 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.393
2023-07-27 10:22:22,700 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.438
2023-07-27 10:22:22,715 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.438
2023-07-27 10:22:22,732 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.450
2023-07-27 10:22:22,748 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.483
2023-07-27 10:22:22,765 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.484
2023-07-27 10:22:22,782 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.484
2023-07-27 10:22:22,797 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.484
2023-07-27 10:22:22,813 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.485
2023-07-27 10:22:22,825 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.484
2023-07-27 10:22:22,841 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.471
2023-07-27 10:22:22,858 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.471
2023-07-27 10:22:22,873 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.471
2023-07-27 10:22:22,891 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.470
2023-07-27 10:22:22,908 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.482
2023-07-27 10:22:22,925 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.481
2023-07-27 10:22:22,941 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.507
2023-07-27 10:22:22,958 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.508
2023-07-27 10:22:22,973 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.510
2023-07-27 10:22:22,987 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.555
2023-07-27 10:22:23,005 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.538
2023-07-27 10:22:23,019 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.537
2023-07-27 10:22:23,034 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 10:22:23,051 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.562
2023-07-27 10:22:23,067 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-27 10:22:23,081 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 10:22:23,097 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-27 10:22:23,114 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-27 10:22:23,128 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-27 10:22:23,142 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-27 10:22:23,157 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.581
2023-07-27 10:22:23,175 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.580
2023-07-27 10:22:23,192 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.578
2023-07-27 10:22:23,208 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.578
2023-07-27 10:22:23,223 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.575
2023-07-27 10:22:23,240 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.577
2023-07-27 10:22:23,256 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.581
2023-07-27 10:22:23,270 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-27 10:22:23,287 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.575
2023-07-27 10:22:23,306 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.573
2023-07-27 10:22:23,320 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.575
2023-07-27 10:22:23,336 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 10:22:23,351 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 10:22:23,367 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.619
2023-07-27 10:22:23,381 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.618
2023-07-27 10:22:23,401 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-27 10:22:23,415 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.623
2023-07-27 10:22:23,431 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.623
2023-07-27 10:22:23,448 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.623
2023-07-27 10:22:23,462 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-27 10:22:23,478 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-27 10:22:23,495 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-27 10:22:23,512 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-27 10:22:23,526 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-27 10:22:23,542 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-27 10:22:23,559 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-27 10:22:23,575 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-27 10:22:23,591 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-27 10:22:23,607 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.684
2023-07-27 10:22:23,617 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-27 10:22:23,634 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-27 10:22:23,652 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.683
2023-07-27 10:22:23,666 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-27 10:22:23,682 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-27 10:22:23,699 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-27 10:22:23,715 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-27 10:22:23,732 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-27 10:22:23,749 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-27 10:22:23,765 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:23,781 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 10:22:23,798 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 10:22:23,812 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-27 10:22:23,828 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 10:22:23,845 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-27 10:22:23,861 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:23,878 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-27 10:22:23,894 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-27 10:22:23,910 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-27 10:22:23,925 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-27 10:22:23,939 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-27 10:22:23,956 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-27 10:22:23,970 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-27 10:22:23,986 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-27 10:22:24,002 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 10:22:24,016 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 10:22:24,032 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-27 10:22:24,048 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:24,062 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 10:22:24,078 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 10:22:24,094 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 10:22:24,108 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-27 10:22:24,123 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-27 10:22:24,137 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-27 10:22:24,151 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-27 10:22:24,167 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 10:22:24,183 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 10:22:24,200 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-27 10:22:24,214 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-27 10:22:24,228 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 10:22:24,245 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-27 10:22:24,259 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-27 10:22:24,274 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 10:22:24,291 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 10:22:24,306 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-27 10:22:24,320 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 10:22:24,337 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-27 10:22:24,354 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 10:22:24,363 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 10:22:24,376 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 10:22:24,393 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 10:22:24,402 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 10:22:24,416 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-27 10:22:24,433 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 10:22:24,449 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-27 10:22:24,463 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:24,479 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:24,494 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:24,508 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-27 10:22:24,525 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-27 10:22:24,540 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 10:22:24,557 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-27 10:22:24,571 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-27 10:22:24,588 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:24,605 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-27 10:22:24,621 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-27 10:22:24,638 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-27 10:22:24,655 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-27 10:22:24,670 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-27 10:22:24,686 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-27 10:22:24,702 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 10:22:24,713 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-27 10:22:24,729 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 10:22:24,746 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-27 10:22:24,760 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-27 10:22:24,776 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-27 10:22:24,790 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-27 10:22:24,804 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-27 10:22:24,820 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 10:22:24,836 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 10:22:24,852 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 10:22:24,868 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-27 10:22:24,884 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 10:22:24,900 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 10:22:24,917 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-27 10:22:24,931 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-27 10:22:24,948 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-27 10:22:24,962 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-27 10:22:24,977 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-27 10:22:24,991 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:25,007 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:25,023 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:25,039 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 10:22:25,056 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-27 10:22:25,071 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.926, mIoU: 0.673
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2023-07-27 10:22:28,129 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 10:22:29,674 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-27 10:22:31,185 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:31,202 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:31,213 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,228 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:31,245 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:22:31,275 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:22:31,321 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:22:31,352 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:22:31,379 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,395 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,411 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,428 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,443 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,459 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 10:22:31,489 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:22:31,506 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:22:31,520 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,536 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,552 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,568 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:22:31,600 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,612 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,628 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,644 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,659 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,675 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:31,690 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,703 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,718 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,734 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,750 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,764 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,780 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,795 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:31,812 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,827 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,844 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:31,860 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:31,875 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:31,891 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:31,907 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,921 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:31,938 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:31,954 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:31,970 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:31,984 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,001 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,016 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,032 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,049 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,066 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,082 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,097 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,113 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,128 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,144 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-27 10:22:32,159 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 10:22:32,175 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 10:22:32,193 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-27 10:22:32,209 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 10:22:32,225 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-27 10:22:32,235 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 10:22:32,249 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,265 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,279 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,294 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,308 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:32,323 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,340 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,357 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,374 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,391 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,405 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,420 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,435 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,450 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,467 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,483 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,499 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,515 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:32,531 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-27 10:22:32,545 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,561 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,576 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,590 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,603 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,618 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,634 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,650 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,664 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,679 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:32,697 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:32,714 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:32,729 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:32,743 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:32,751 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:32,768 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,785 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,802 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,819 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,836 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:22:32,853 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,871 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,887 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:32,901 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 10:22:32,931 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:22:32,947 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:32,963 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:32,976 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:32,990 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:33,003 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:33,018 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,032 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,045 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,059 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,074 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,091 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,104 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,119 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,133 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,145 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,162 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:22:33,178 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:22:33,194 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,209 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,225 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,241 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,255 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,271 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:33,287 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:33,305 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,322 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,338 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:33,355 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-27 10:22:33,383 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:33,397 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,413 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:33,430 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,444 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,458 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:33,473 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,489 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,505 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,521 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,537 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,551 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,568 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,582 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,597 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,613 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,628 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-27 10:22:33,676 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:22:33,693 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:33,707 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:33,721 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:33,738 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:33,755 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,771 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:22:33,788 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:33,801 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-27 10:22:33,830 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-27 10:22:33,861 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-27 10:22:33,939 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-27 10:22:33,970 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:33,984 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:34,000 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-27 10:22:34,030 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,046 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-27 10:22:34,108 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:34,124 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,142 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,156 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,171 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,185 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,202 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,215 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,229 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,245 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:34,260 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,274 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,290 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:34,307 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,323 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,340 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,354 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,367 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,382 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,397 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,410 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,424 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,441 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,455 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,469 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,485 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,501 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,517 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,534 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,549 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,563 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,579 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,595 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:34,612 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 10:22:34,627 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 10:22:34,641 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 10:22:34,655 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,667 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,683 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,700 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,715 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,730 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,742 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,756 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,773 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,789 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,803 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,819 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,833 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,850 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,865 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,881 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,895 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,912 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,928 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:34,942 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,958 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:34,974 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:34,989 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,005 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,021 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,036 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,052 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,066 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,082 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,097 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,110 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,124 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,137 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,156 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,171 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,189 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,206 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,219 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,235 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,253 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,270 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,285 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,302 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,318 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,333 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 10:22:35,348 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,365 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 10:22:35,380 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 10:22:35,394 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,406 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,423 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:35,439 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:35,455 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:35,468 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:22:35,484 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:35,499 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,515 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,530 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,544 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,561 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,575 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,591 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,607 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,621 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,638 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,652 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,669 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,685 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:35,701 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,717 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,733 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,748 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,763 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,780 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,795 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,812 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,828 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,838 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,852 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,866 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,881 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,897 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,913 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,927 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,942 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,958 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,973 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:35,989 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,006 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,021 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,037 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,054 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:36,070 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,084 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,100 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,116 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,132 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:22:36,146 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:36,162 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:22:36,178 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:36,192 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:36,208 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,224 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,238 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,253 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,267 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,282 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:36,299 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:36,315 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:36,331 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,348 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,364 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,378 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,392 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,408 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,421 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,435 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,451 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:36,467 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,483 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,499 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,513 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,526 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,543 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,559 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,572 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,589 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,603 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,621 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,636 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,654 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,671 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,687 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:36,696 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,714 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,731 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,745 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,760 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,777 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,793 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,806 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,822 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,838 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,855 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:36,870 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,886 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 10:22:36,903 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,919 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,933 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,949 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,964 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,979 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:36,994 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:22:37,010 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,027 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,043 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,050 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,065 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,079 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,092 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:37,104 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,120 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,136 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,152 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,164 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,178 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,194 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,205 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,222 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:22:37,236 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,252 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,267 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,283 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,299 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,311 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,324 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,340 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,356 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,371 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,387 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,401 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,412 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,424 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,438 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,450 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,466 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,480 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,496 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,513 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,529 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,544 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,560 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,576 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,592 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,609 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,624 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,639 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,655 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,671 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:37,685 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,699 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,715 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,728 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:37,744 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 10:22:37,758 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 10:22:37,774 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 10:22:37,789 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 10:22:37,808 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,825 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,840 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,856 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,872 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,889 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,905 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:37,919 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:37,933 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:37,949 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:37,965 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:37,981 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:37,997 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:22:38,013 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-27 10:22:38,030 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-27 10:22:38,045 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:38,061 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:38,075 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:38,091 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:38,101 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:22:38,115 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:38,131 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:22:38,143 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:38,158 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 10:22:38,174 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:22:38,189 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,206 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,222 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,239 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,255 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,268 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,285 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,298 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,315 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,331 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,345 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,361 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,375 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,391 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,407 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,423 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:38,439 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:38,455 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,468 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:38,482 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,498 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,511 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,525 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:38,541 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,557 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,572 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,586 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,599 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,616 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,633 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,650 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,665 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,679 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:22:38,695 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:38,712 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 10:22:38,728 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-27 10:22:38,841 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-27 10:22:38,885 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:22:38,902 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-27 10:22:38,934 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:22:38,947 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-27 10:22:38,977 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:38,994 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:22:39,008 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:22:39,023 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,039 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,054 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:39,071 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 10:22:39,117 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,133 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,151 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 10:22:39,181 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:39,195 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:22:39,204 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,220 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 10:22:39,250 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:22:39,267 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 10:22:39,282 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 10:22:39,296 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:39,310 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 10:22:39,342 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 10:22:39,358 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 10:22:39,375 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 10:22:39,514 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 10:22:39,883 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 10:22:39,958 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 10:22:40,005 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 10:22:40,084 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 10:22:40,098 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 10:22:40,114 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 10:22:40,203 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 10:22:40,326 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 10:22:40,414 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 10:22:40,570 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-27 10:22:40,826 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 10:22:40,857 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 10:22:41,013 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:41,030 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-27 10:22:41,046 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 10:22:41,120 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 10:22:41,134 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:41,151 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-27 10:22:41,164 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-27 10:22:41,579 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,596 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,609 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,624 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,640 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,653 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,668 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:22:41,700 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,717 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:41,733 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:22:41,797 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:22:42,029 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:22:43,010 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:22:43,089 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:43,103 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:43,117 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:43,132 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:43,147 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,162 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,176 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,190 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,205 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,221 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,236 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,250 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,265 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,282 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,298 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,314 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,330 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,337 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,353 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,367 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,381 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,398 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,414 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:22:43,430 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:43,447 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:22:43,463 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:43,480 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:22:43,496 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,511 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,527 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,544 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:22:43,560 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,577 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,593 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,611 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,625 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,640 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,656 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,671 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,685 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,699 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,714 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,730 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:22:43,745 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 10:22:43,761 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:22:43,777 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,794 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,810 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,824 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,840 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,854 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,870 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,886 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,902 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,918 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,932 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,948 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,964 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,980 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:43,996 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,012 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,029 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,045 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,058 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,074 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,087 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,103 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,119 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,134 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,150 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,166 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,181 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,192 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,208 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,222 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,238 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,254 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,269 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,285 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,297 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,307 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,324 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,340 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,356 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,370 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,386 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,402 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,417 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,433 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,449 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,464 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,480 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,494 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,509 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,525 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,541 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,555 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,570 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,586 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,601 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,618 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:22:44,631 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,646 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 10:22:44,661 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 10:22:44,679 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 10:23:03,167 semantic_segmentation INFO: Iters: 145610/150000 || Lr: 0.000833 || Task Loss: 0.3340 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:35:45 || Estimated Time: 2:09:30
2023-07-27 10:23:21,569 semantic_segmentation INFO: Iters: 145620/150000 || Lr: 0.000832 || Task Loss: 0.2577 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:36:03 || Estimated Time: 2:09:13
2023-07-27 10:23:39,892 semantic_segmentation INFO: Iters: 145630/150000 || Lr: 0.000830 || Task Loss: 0.2853 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:36:22 || Estimated Time: 2:08:55
2023-07-27 10:23:57,975 semantic_segmentation INFO: Iters: 145640/150000 || Lr: 0.000828 || Task Loss: 0.2704 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:36:40 || Estimated Time: 2:08:37
2023-07-27 10:24:17,123 semantic_segmentation INFO: Iters: 145650/150000 || Lr: 0.000827 || Task Loss: 0.4203 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:36:59 || Estimated Time: 2:08:20
2023-07-27 10:24:35,272 semantic_segmentation INFO: Iters: 145660/150000 || Lr: 0.000825 || Task Loss: 0.2759 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:37:17 || Estimated Time: 2:08:02
2023-07-27 10:24:53,668 semantic_segmentation INFO: Iters: 145670/150000 || Lr: 0.000823 || Task Loss: 0.2931 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:37:35 || Estimated Time: 2:07:44
2023-07-27 10:25:12,759 semantic_segmentation INFO: Iters: 145680/150000 || Lr: 0.000821 || Task Loss: 0.3433 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:37:55 || Estimated Time: 2:07:27
2023-07-27 10:25:31,203 semantic_segmentation INFO: Iters: 145690/150000 || Lr: 0.000820 || Task Loss: 0.3948 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:38:13 || Estimated Time: 2:07:09
2023-07-27 10:25:49,661 semantic_segmentation INFO: Iters: 145700/150000 || Lr: 0.000818 || Task Loss: 0.2973 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:38:31 || Estimated Time: 2:06:51
2023-07-27 10:26:08,306 semantic_segmentation INFO: Iters: 145710/150000 || Lr: 0.000816 || Task Loss: 0.2893 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:38:50 || Estimated Time: 2:06:33
2023-07-27 10:26:26,751 semantic_segmentation INFO: Iters: 145720/150000 || Lr: 0.000815 || Task Loss: 0.3408 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:39:09 || Estimated Time: 2:06:16
2023-07-27 10:26:44,966 semantic_segmentation INFO: Iters: 145730/150000 || Lr: 0.000813 || Task Loss: 0.3684 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:39:27 || Estimated Time: 2:05:58
2023-07-27 10:27:03,356 semantic_segmentation INFO: Iters: 145740/150000 || Lr: 0.000811 || Task Loss: 0.4973 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:39:45 || Estimated Time: 2:05:40
2023-07-27 10:27:21,758 semantic_segmentation INFO: Iters: 145750/150000 || Lr: 0.000809 || Task Loss: 0.4120 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:40:04 || Estimated Time: 2:05:23
2023-07-27 10:27:40,125 semantic_segmentation INFO: Iters: 145760/150000 || Lr: 0.000808 || Task Loss: 0.3406 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:40:22 || Estimated Time: 2:05:05
2023-07-27 10:27:58,615 semantic_segmentation INFO: Iters: 145770/150000 || Lr: 0.000806 || Task Loss: 0.2159 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:40:40 || Estimated Time: 2:04:47
2023-07-27 10:28:16,869 semantic_segmentation INFO: Iters: 145780/150000 || Lr: 0.000804 || Task Loss: 0.3365 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:40:59 || Estimated Time: 2:04:30
2023-07-27 10:28:35,186 semantic_segmentation INFO: Iters: 145790/150000 || Lr: 0.000803 || Task Loss: 0.3383 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:41:17 || Estimated Time: 2:04:12
2023-07-27 10:28:53,681 semantic_segmentation INFO: Iters: 145800/150000 || Lr: 0.000801 || Task Loss: 0.3466 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:41:35 || Estimated Time: 2:03:54
2023-07-27 10:29:12,062 semantic_segmentation INFO: Iters: 145810/150000 || Lr: 0.000799 || Task Loss: 0.2755 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:41:54 || Estimated Time: 2:03:37
2023-07-27 10:29:30,635 semantic_segmentation INFO: Iters: 145820/150000 || Lr: 0.000797 || Task Loss: 0.2791 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:42:12 || Estimated Time: 2:03:19
2023-07-27 10:29:48,839 semantic_segmentation INFO: Iters: 145830/150000 || Lr: 0.000796 || Task Loss: 0.2700 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:42:31 || Estimated Time: 2:03:01
2023-07-27 10:30:07,481 semantic_segmentation INFO: Iters: 145840/150000 || Lr: 0.000794 || Task Loss: 0.2462 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:42:49 || Estimated Time: 2:02:44
2023-07-27 10:30:26,074 semantic_segmentation INFO: Iters: 145850/150000 || Lr: 0.000792 || Task Loss: 0.3630 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:43:08 || Estimated Time: 2:02:26
2023-07-27 10:30:44,455 semantic_segmentation INFO: Iters: 145860/150000 || Lr: 0.000791 || Task Loss: 0.2995 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:43:26 || Estimated Time: 2:02:08
2023-07-27 10:31:03,123 semantic_segmentation INFO: Iters: 145870/150000 || Lr: 0.000789 || Task Loss: 0.4070 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:43:45 || Estimated Time: 2:01:51
2023-07-27 10:31:21,669 semantic_segmentation INFO: Iters: 145880/150000 || Lr: 0.000787 || Task Loss: 0.3512 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:44:03 || Estimated Time: 2:01:33
2023-07-27 10:31:40,227 semantic_segmentation INFO: Iters: 145890/150000 || Lr: 0.000785 || Task Loss: 0.3108 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:44:22 || Estimated Time: 2:01:15
2023-07-27 10:31:58,057 semantic_segmentation INFO: Iters: 145900/150000 || Lr: 0.000784 || Task Loss: 0.2875 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:44:40 || Estimated Time: 2:00:58
2023-07-27 10:32:16,502 semantic_segmentation INFO: Iters: 145910/150000 || Lr: 0.000782 || Task Loss: 0.2199 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:44:58 || Estimated Time: 2:00:40
2023-07-27 10:32:34,766 semantic_segmentation INFO: Iters: 145920/150000 || Lr: 0.000780 || Task Loss: 0.3383 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:45:17 || Estimated Time: 2:00:22
2023-07-27 10:32:52,817 semantic_segmentation INFO: Iters: 145930/150000 || Lr: 0.000779 || Task Loss: 0.3792 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:45:35 || Estimated Time: 2:00:04
2023-07-27 10:33:10,872 semantic_segmentation INFO: Iters: 145940/150000 || Lr: 0.000777 || Task Loss: 0.3450 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:45:53 || Estimated Time: 1:59:47
2023-07-27 10:33:29,007 semantic_segmentation INFO: Iters: 145950/150000 || Lr: 0.000775 || Task Loss: 0.3459 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:46:11 || Estimated Time: 1:59:29
2023-07-27 10:33:47,523 semantic_segmentation INFO: Iters: 145960/150000 || Lr: 0.000773 || Task Loss: 0.1941 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:46:29 || Estimated Time: 1:59:11
2023-07-27 10:34:05,775 semantic_segmentation INFO: Iters: 145970/150000 || Lr: 0.000772 || Task Loss: 0.3173 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:46:48 || Estimated Time: 1:58:54
2023-07-27 10:34:23,682 semantic_segmentation INFO: Iters: 145980/150000 || Lr: 0.000770 || Task Loss: 0.3356 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:47:05 || Estimated Time: 1:58:36
2023-07-27 10:34:42,436 semantic_segmentation INFO: Iters: 145990/150000 || Lr: 0.000768 || Task Loss: 0.2495 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:47:24 || Estimated Time: 1:58:18
2023-07-27 10:35:00,508 semantic_segmentation INFO: Iters: 146000/150000 || Lr: 0.000766 || Task Loss: 0.3364 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:47:42 || Estimated Time: 1:58:01
2023-07-27 10:35:18,327 semantic_segmentation INFO: Iters: 146010/150000 || Lr: 0.000765 || Task Loss: 0.3886 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:48:00 || Estimated Time: 1:57:43
2023-07-27 10:35:36,815 semantic_segmentation INFO: Iters: 146020/150000 || Lr: 0.000763 || Task Loss: 0.3313 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:48:19 || Estimated Time: 1:57:25
2023-07-27 10:35:54,571 semantic_segmentation INFO: Iters: 146030/150000 || Lr: 0.000761 || Task Loss: 0.3182 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:48:36 || Estimated Time: 1:57:08
2023-07-27 10:36:12,338 semantic_segmentation INFO: Iters: 146040/150000 || Lr: 0.000760 || Task Loss: 0.4883 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:48:54 || Estimated Time: 1:56:50
2023-07-27 10:36:30,610 semantic_segmentation INFO: Iters: 146050/150000 || Lr: 0.000758 || Task Loss: 0.2649 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:49:12 || Estimated Time: 1:56:32
2023-07-27 10:36:48,748 semantic_segmentation INFO: Iters: 146060/150000 || Lr: 0.000756 || Task Loss: 0.2742 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:49:31 || Estimated Time: 1:56:14
2023-07-27 10:37:06,712 semantic_segmentation INFO: Iters: 146070/150000 || Lr: 0.000754 || Task Loss: 0.4604 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:49:48 || Estimated Time: 1:55:57
2023-07-27 10:37:24,985 semantic_segmentation INFO: Iters: 146080/150000 || Lr: 0.000753 || Task Loss: 0.3993 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:50:07 || Estimated Time: 1:55:39
2023-07-27 10:37:42,561 semantic_segmentation INFO: Iters: 146090/150000 || Lr: 0.000751 || Task Loss: 0.3482 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:50:24 || Estimated Time: 1:55:21
2023-07-27 10:38:00,531 semantic_segmentation INFO: Iters: 146100/150000 || Lr: 0.000749 || Task Loss: 0.3815 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:50:42 || Estimated Time: 1:55:04
2023-07-27 10:38:18,984 semantic_segmentation INFO: Iters: 146110/150000 || Lr: 0.000747 || Task Loss: 0.2824 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:51:01 || Estimated Time: 1:54:46
2023-07-27 10:38:37,527 semantic_segmentation INFO: Iters: 146120/150000 || Lr: 0.000746 || Task Loss: 0.3167 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:51:19 || Estimated Time: 1:54:28
2023-07-27 10:38:56,098 semantic_segmentation INFO: Iters: 146130/150000 || Lr: 0.000744 || Task Loss: 0.3230 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:51:38 || Estimated Time: 1:54:11
2023-07-27 10:39:14,026 semantic_segmentation INFO: Iters: 146140/150000 || Lr: 0.000742 || Task Loss: 0.3310 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:51:56 || Estimated Time: 1:53:53
2023-07-27 10:39:31,611 semantic_segmentation INFO: Iters: 146150/150000 || Lr: 0.000741 || Task Loss: 0.3131 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:52:13 || Estimated Time: 1:53:35
2023-07-27 10:39:49,542 semantic_segmentation INFO: Iters: 146160/150000 || Lr: 0.000739 || Task Loss: 0.3422 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:52:31 || Estimated Time: 1:53:18
2023-07-27 10:40:07,565 semantic_segmentation INFO: Iters: 146170/150000 || Lr: 0.000737 || Task Loss: 0.3844 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:52:49 || Estimated Time: 1:53:00
2023-07-27 10:40:25,809 semantic_segmentation INFO: Iters: 146180/150000 || Lr: 0.000735 || Task Loss: 0.2321 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:53:08 || Estimated Time: 1:52:42
2023-07-27 10:40:43,920 semantic_segmentation INFO: Iters: 146190/150000 || Lr: 0.000734 || Task Loss: 0.3544 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:53:26 || Estimated Time: 1:52:24
2023-07-27 10:41:01,824 semantic_segmentation INFO: Iters: 146200/150000 || Lr: 0.000732 || Task Loss: 0.4104 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:53:44 || Estimated Time: 1:52:07
2023-07-27 10:41:19,617 semantic_segmentation INFO: Iters: 146210/150000 || Lr: 0.000730 || Task Loss: 0.5233 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:54:01 || Estimated Time: 1:51:49
2023-07-27 10:41:37,658 semantic_segmentation INFO: Iters: 146220/150000 || Lr: 0.000728 || Task Loss: 0.3386 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:54:19 || Estimated Time: 1:51:31
2023-07-27 10:41:55,625 semantic_segmentation INFO: Iters: 146230/150000 || Lr: 0.000727 || Task Loss: 0.2726 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:54:37 || Estimated Time: 1:51:14
2023-07-27 10:42:13,828 semantic_segmentation INFO: Iters: 146240/150000 || Lr: 0.000725 || Task Loss: 0.3168 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:54:56 || Estimated Time: 1:50:56
2023-07-27 10:42:31,596 semantic_segmentation INFO: Iters: 146250/150000 || Lr: 0.000723 || Task Loss: 0.3445 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:55:13 || Estimated Time: 1:50:38
2023-07-27 10:42:49,409 semantic_segmentation INFO: Iters: 146260/150000 || Lr: 0.000722 || Task Loss: 0.4373 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:55:31 || Estimated Time: 1:50:21
2023-07-27 10:43:07,543 semantic_segmentation INFO: Iters: 146270/150000 || Lr: 0.000720 || Task Loss: 0.2793 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:55:49 || Estimated Time: 1:50:03
2023-07-27 10:43:26,156 semantic_segmentation INFO: Iters: 146280/150000 || Lr: 0.000718 || Task Loss: 0.4306 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:56:08 || Estimated Time: 1:49:45
2023-07-27 10:43:44,385 semantic_segmentation INFO: Iters: 146290/150000 || Lr: 0.000716 || Task Loss: 0.2654 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:56:26 || Estimated Time: 1:49:28
2023-07-27 10:44:02,457 semantic_segmentation INFO: Iters: 146300/150000 || Lr: 0.000715 || Task Loss: 0.2566 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:56:44 || Estimated Time: 1:49:10
2023-07-27 10:44:20,386 semantic_segmentation INFO: Iters: 146310/150000 || Lr: 0.000713 || Task Loss: 0.2627 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:57:02 || Estimated Time: 1:48:52
2023-07-27 10:44:38,576 semantic_segmentation INFO: Iters: 146320/150000 || Lr: 0.000711 || Task Loss: 0.3125 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:57:20 || Estimated Time: 1:48:34
2023-07-27 10:44:57,051 semantic_segmentation INFO: Iters: 146330/150000 || Lr: 0.000709 || Task Loss: 0.3558 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:57:39 || Estimated Time: 1:48:17
2023-07-27 10:45:15,555 semantic_segmentation INFO: Iters: 146340/150000 || Lr: 0.000708 || Task Loss: 0.4966 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:57:57 || Estimated Time: 1:47:59
2023-07-27 10:45:33,417 semantic_segmentation INFO: Iters: 146350/150000 || Lr: 0.000706 || Task Loss: 0.2593 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:58:15 || Estimated Time: 1:47:41
2023-07-27 10:45:52,009 semantic_segmentation INFO: Iters: 146360/150000 || Lr: 0.000704 || Task Loss: 0.3636 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:58:34 || Estimated Time: 1:47:24
2023-07-27 10:46:10,403 semantic_segmentation INFO: Iters: 146370/150000 || Lr: 0.000702 || Task Loss: 0.3926 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:58:52 || Estimated Time: 1:47:06
2023-07-27 10:46:28,762 semantic_segmentation INFO: Iters: 146380/150000 || Lr: 0.000701 || Task Loss: 0.3686 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:59:11 || Estimated Time: 1:46:48
2023-07-27 10:46:47,023 semantic_segmentation INFO: Iters: 146390/150000 || Lr: 0.000699 || Task Loss: 0.3117 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:59:29 || Estimated Time: 1:46:31
2023-07-27 10:47:05,281 semantic_segmentation INFO: Iters: 146400/150000 || Lr: 0.000697 || Task Loss: 0.2820 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:59:47 || Estimated Time: 1:46:13
2023-07-27 10:47:05,405 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 10:47:05,797 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.089
2023-07-27 10:47:05,810 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.131
2023-07-27 10:47:05,823 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.145
2023-07-27 10:47:05,838 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.147
2023-07-27 10:47:05,852 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.219
2023-07-27 10:47:05,865 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.265
2023-07-27 10:47:05,879 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.306
2023-07-27 10:47:05,894 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.311
2023-07-27 10:47:05,907 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.348
2023-07-27 10:47:05,921 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.395
2023-07-27 10:47:05,936 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.397
2023-07-27 10:47:05,951 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.438
2023-07-27 10:47:05,964 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.413
2023-07-27 10:47:05,978 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.395
2023-07-27 10:47:05,993 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.923, mIoU: 0.388
2023-07-27 10:47:06,006 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.383
2023-07-27 10:47:06,018 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.382
2023-07-27 10:47:06,031 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.380
2023-07-27 10:47:06,046 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.383
2023-07-27 10:47:06,063 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.427
2023-07-27 10:47:06,077 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.429
2023-07-27 10:47:06,093 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.440
2023-07-27 10:47:06,107 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.473
2023-07-27 10:47:06,123 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.475
2023-07-27 10:47:06,139 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.474
2023-07-27 10:47:06,153 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.475
2023-07-27 10:47:06,168 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.476
2023-07-27 10:47:06,179 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.475
2023-07-27 10:47:06,195 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.462
2023-07-27 10:47:06,210 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.463
2023-07-27 10:47:06,225 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.463
2023-07-27 10:47:06,241 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.462
2023-07-27 10:47:06,256 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.473
2023-07-27 10:47:06,272 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.472
2023-07-27 10:47:06,287 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.496
2023-07-27 10:47:06,302 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.497
2023-07-27 10:47:06,316 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.499
2023-07-27 10:47:06,328 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.544
2023-07-27 10:47:06,345 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.528
2023-07-27 10:47:06,359 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.527
2023-07-27 10:47:06,372 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.553
2023-07-27 10:47:06,388 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.552
2023-07-27 10:47:06,403 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-27 10:47:06,417 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.550
2023-07-27 10:47:06,433 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.553
2023-07-27 10:47:06,449 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.558
2023-07-27 10:47:06,463 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-27 10:47:06,476 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-27 10:47:06,491 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 10:47:06,508 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-27 10:47:06,525 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-27 10:47:06,541 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.564
2023-07-27 10:47:06,555 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.562
2023-07-27 10:47:06,572 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.563
2023-07-27 10:47:06,588 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.568
2023-07-27 10:47:06,602 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.563
2023-07-27 10:47:06,618 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-27 10:47:06,637 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.559
2023-07-27 10:47:06,652 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.562
2023-07-27 10:47:06,669 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.608
2023-07-27 10:47:06,684 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-27 10:47:06,701 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-27 10:47:06,715 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.607
2023-07-27 10:47:06,735 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-27 10:47:06,750 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-27 10:47:06,767 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.612
2023-07-27 10:47:06,783 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.613
2023-07-27 10:47:06,798 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-27 10:47:06,814 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-27 10:47:06,830 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-27 10:47:06,847 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-27 10:47:06,861 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-27 10:47:06,877 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-27 10:47:06,893 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-27 10:47:06,908 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-27 10:47:06,924 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-27 10:47:06,940 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-27 10:47:06,949 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 10:47:06,965 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 10:47:06,982 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-27 10:47:06,996 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 10:47:07,013 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 10:47:07,029 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 10:47:07,046 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 10:47:07,063 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 10:47:07,079 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 10:47:07,095 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.666
2023-07-27 10:47:07,111 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.665
2023-07-27 10:47:07,126 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 10:47:07,140 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-27 10:47:07,157 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 10:47:07,174 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-27 10:47:07,190 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 10:47:07,206 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-27 10:47:07,222 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-27 10:47:07,238 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-27 10:47:07,252 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-27 10:47:07,267 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 10:47:07,283 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-27 10:47:07,297 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-27 10:47:07,313 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:47:07,328 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 10:47:07,343 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-27 10:47:07,358 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:07,374 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 10:47:07,387 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:47:07,403 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:47:07,420 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 10:47:07,434 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-27 10:47:11,001 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-27 10:47:11,489 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-27 10:47:13,397 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-27 10:47:13,428 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 10:47:13,444 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 10:47:13,552 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 10:47:13,567 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 10:47:13,677 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 10:47:13,693 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 10:47:13,738 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 10:47:13,755 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 10:47:13,771 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 10:47:13,785 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 10:47:13,801 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 10:47:13,813 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 10:47:13,829 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-27 10:47:13,885 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:13,901 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:13,916 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:13,932 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:13,941 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:13,957 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:13,973 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:13,990 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,006 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,021 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,035 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,049 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,065 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,080 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,096 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:14,110 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,123 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,139 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,154 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,170 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,184 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:14,200 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,216 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,233 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 10:47:14,263 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:14,279 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 10:47:14,385 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 10:47:14,430 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:14,446 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,463 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,476 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,492 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,506 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,521 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,537 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,553 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 10:47:14,673 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 10:47:14,748 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,764 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,779 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,795 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,811 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,824 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,839 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,855 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,870 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,886 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,902 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,914 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,930 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 10:47:14,945 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:14,961 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:14,975 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:14,991 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:15,006 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:15,023 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:15,038 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:15,055 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:47:15,071 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 10:47:15,117 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:15,131 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:15,147 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:47:15,162 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,178 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,191 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,208 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,221 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,237 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:15,253 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 10:47:15,300 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 10:47:15,316 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:15,331 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:15,346 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 10:47:15,361 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 10:47:15,376 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 10:47:15,395 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-27 10:47:15,411 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:15,427 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:15,439 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:15,453 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:15,513 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:15,577 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:15,623 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:15,668 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 10:47:15,744 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:15,789 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:15,914 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 10:47:16,365 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,381 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,397 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,412 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,428 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,442 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,458 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,474 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,492 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:16,508 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:16,524 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:16,540 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:16,554 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,567 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,581 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,596 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,613 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,627 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,641 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:16,657 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,673 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,689 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,705 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,722 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,735 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,751 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,765 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,780 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,796 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,811 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,828 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,842 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,858 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,875 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:16,889 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,903 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:16,919 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:16,935 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,952 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,967 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,980 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:16,993 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:17,008 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:17,022 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:17,037 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,055 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,069 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,085 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,099 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,115 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,131 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,145 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,159 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,175 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,191 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,205 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,221 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,237 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,252 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,266 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,282 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,298 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,316 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,330 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,345 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,359 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,375 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,388 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,402 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:17,418 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,433 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:17,447 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:17,463 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,479 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,495 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 10:47:17,511 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,525 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,538 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,553 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,567 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,580 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,594 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,610 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,623 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,637 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,652 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,669 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,685 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,702 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,716 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,731 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,747 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,763 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,780 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:17,796 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:17,810 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:17,824 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,836 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,853 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,869 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,884 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,899 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:17,911 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,925 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,941 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:17,957 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,970 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,986 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:17,999 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:18,016 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:18,029 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,045 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,058 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,074 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,091 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,105 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,122 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,138 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,154 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,170 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,186 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,202 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,218 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,233 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,248 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,264 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,278 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,292 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,306 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,323 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,338 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,355 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,371 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,383 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,398 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,414 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,430 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,443 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,459 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,474 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,487 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,502 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,518 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,534 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,547 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,559 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,577 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 10:47:18,593 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-27 10:47:18,608 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,622 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,637 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:18,653 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,668 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,684 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,698 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,714 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,729 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,745 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,760 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 10:47:18,775 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,791 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,806 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,822 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,838 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:18,854 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,869 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,885 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,900 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,916 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,932 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,948 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,965 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,981 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:18,991 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,006 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,019 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,035 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,051 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,067 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,081 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,096 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,112 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,127 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,143 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,160 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,173 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,190 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,205 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,221 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,235 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,250 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,266 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,282 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:19,296 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:19,312 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 10:47:19,328 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:19,342 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:19,358 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,374 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,387 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,403 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,416 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,431 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:19,447 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:19,463 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:19,478 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,494 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,510 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,524 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,538 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,554 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,568 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,582 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,598 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:19,613 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,629 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,645 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,659 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,673 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,690 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,705 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,719 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,735 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,748 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,765 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,780 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,797 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,813 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,829 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:19,838 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,855 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,872 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,886 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,901 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,917 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,933 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,946 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,962 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,978 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:19,995 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,011 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,026 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,043 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,060 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,074 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,089 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,105 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,120 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 10:47:20,133 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,149 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,165 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,181 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,188 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,202 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 10:47:20,216 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:20,229 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:20,241 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:20,256 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:20,272 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:20,287 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:20,299 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,313 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,328 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,339 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,355 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,369 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,384 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,400 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,416 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,431 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,443 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,457 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,472 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,488 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:20,504 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:20,519 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,533 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,543 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,555 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,568 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,580 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,596 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 10:47:20,610 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,625 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,641 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,657 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,672 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:20,687 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:20,703 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,718 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,735 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,750 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,765 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,781 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,798 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,811 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:20,825 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,841 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,854 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,871 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,884 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,900 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,916 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,934 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,951 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,965 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,981 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:20,997 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:21,012 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,028 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,042 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:47:21,055 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:47:21,071 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:47:21,087 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:47:21,102 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-27 10:47:21,118 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:47:21,134 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:47:21,150 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-27 10:47:21,165 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,181 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,194 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,210 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,221 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,235 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,250 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 10:47:21,263 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:21,278 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:21,294 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:21,309 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,326 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,342 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,358 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,373 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,386 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,403 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,417 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,432 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,448 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,462 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,478 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,492 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,507 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,523 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,540 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,556 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,571 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,585 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,598 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,614 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,628 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,642 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,658 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,673 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,689 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 10:47:21,702 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,716 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 10:47:21,732 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,748 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,764 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,778 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,792 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,808 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,824 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,840 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,856 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,871 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 10:47:21,887 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,902 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,918 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,934 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 10:47:21,950 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:21,965 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:21,981 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:21,994 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:22,010 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:22,026 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 10:47:22,042 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:22,055 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 10:47:22,070 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,085 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,101 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,115 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,130 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:22,145 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 10:47:22,160 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,176 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 10:47:22,193 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 10:47:22,299 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-27 10:47:22,371 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:47:22,401 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 10:47:23,201 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-27 10:47:23,650 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 10:47:25,136 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,149 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,162 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,176 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,189 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:47:25,205 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:47:25,220 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:47:25,234 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 10:47:25,247 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,263 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,275 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,290 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,306 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,323 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,338 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,354 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,368 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,383 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,399 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,413 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,429 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,445 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,462 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,476 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,552 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,583 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,614 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,627 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,643 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,658 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,674 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 10:47:25,721 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,737 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,747 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,762 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 10:47:25,775 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 10:47:25,822 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,837 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:25,850 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:25,863 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,909 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,941 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:25,986 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,000 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 10:47:26,015 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,031 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:26,060 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:26,119 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,135 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,148 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:26,176 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,191 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,205 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,219 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:26,355 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 10:47:26,408 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,421 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,436 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,452 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 10:47:26,467 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,483 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,499 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:26,531 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 10:47:26,559 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,576 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,592 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 10:47:26,623 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,641 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,655 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,670 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,686 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,702 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,716 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:26,730 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 10:47:26,762 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,778 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 10:47:26,794 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:26,809 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 10:47:26,855 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:26,871 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:26,885 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:26,900 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:26,916 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:26,932 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:26,947 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:26,961 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:26,976 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:26,991 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:27,007 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-27 10:47:27,053 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:27,068 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,081 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,097 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,111 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,127 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,143 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,158 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,175 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,190 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,205 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,215 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,231 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,245 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,260 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 10:47:27,276 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:27,292 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 10:47:27,307 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,319 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,329 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,346 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,362 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,377 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,390 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 10:47:27,494 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,508 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 10:47:27,523 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,539 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,555 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,568 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,584 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,600 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,615 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,632 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,646 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,661 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,677 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 10:47:27,694 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 10:47:45,146 semantic_segmentation INFO: Iters: 146410/150000 || Lr: 0.000695 || Task Loss: 0.2423 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:00:27 || Estimated Time: 1:45:56
2023-07-27 10:48:03,374 semantic_segmentation INFO: Iters: 146420/150000 || Lr: 0.000694 || Task Loss: 0.3785 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:00:45 || Estimated Time: 1:45:38
2023-07-27 10:48:21,405 semantic_segmentation INFO: Iters: 146430/150000 || Lr: 0.000692 || Task Loss: 0.3050 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:01:03 || Estimated Time: 1:45:20
2023-07-27 10:48:38,958 semantic_segmentation INFO: Iters: 146440/150000 || Lr: 0.000690 || Task Loss: 0.3043 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:01:21 || Estimated Time: 1:45:03
2023-07-27 10:48:57,504 semantic_segmentation INFO: Iters: 146450/150000 || Lr: 0.000688 || Task Loss: 0.3013 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:01:39 || Estimated Time: 1:44:45
2023-07-27 10:49:15,482 semantic_segmentation INFO: Iters: 146460/150000 || Lr: 0.000687 || Task Loss: 0.3142 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:01:57 || Estimated Time: 1:44:27
2023-07-27 10:49:33,184 semantic_segmentation INFO: Iters: 146470/150000 || Lr: 0.000685 || Task Loss: 0.2948 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:02:15 || Estimated Time: 1:44:10
2023-07-27 10:49:51,786 semantic_segmentation INFO: Iters: 146480/150000 || Lr: 0.000683 || Task Loss: 0.3794 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:02:34 || Estimated Time: 1:43:52
2023-07-27 10:50:09,783 semantic_segmentation INFO: Iters: 146490/150000 || Lr: 0.000681 || Task Loss: 0.1929 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:02:52 || Estimated Time: 1:43:34
2023-07-27 10:50:27,826 semantic_segmentation INFO: Iters: 146500/150000 || Lr: 0.000680 || Task Loss: 0.4624 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:03:10 || Estimated Time: 1:43:17
2023-07-27 10:50:46,056 semantic_segmentation INFO: Iters: 146510/150000 || Lr: 0.000678 || Task Loss: 0.3302 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:03:28 || Estimated Time: 1:42:59
2023-07-27 10:51:03,865 semantic_segmentation INFO: Iters: 146520/150000 || Lr: 0.000676 || Task Loss: 0.2966 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:03:46 || Estimated Time: 1:42:41
2023-07-27 10:51:22,099 semantic_segmentation INFO: Iters: 146530/150000 || Lr: 0.000674 || Task Loss: 0.2898 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:04:04 || Estimated Time: 1:42:23
2023-07-27 10:51:39,874 semantic_segmentation INFO: Iters: 146540/150000 || Lr: 0.000673 || Task Loss: 0.2775 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:04:22 || Estimated Time: 1:42:06
2023-07-27 10:51:57,898 semantic_segmentation INFO: Iters: 146550/150000 || Lr: 0.000671 || Task Loss: 0.3911 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:04:40 || Estimated Time: 1:41:48
2023-07-27 10:52:15,904 semantic_segmentation INFO: Iters: 146560/150000 || Lr: 0.000669 || Task Loss: 0.3289 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:04:58 || Estimated Time: 1:41:30
2023-07-27 10:52:33,842 semantic_segmentation INFO: Iters: 146570/150000 || Lr: 0.000667 || Task Loss: 0.2954 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:05:16 || Estimated Time: 1:41:13
2023-07-27 10:52:52,093 semantic_segmentation INFO: Iters: 146580/150000 || Lr: 0.000666 || Task Loss: 0.3291 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:05:34 || Estimated Time: 1:40:55
2023-07-27 10:53:09,878 semantic_segmentation INFO: Iters: 146590/150000 || Lr: 0.000664 || Task Loss: 0.2998 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:05:52 || Estimated Time: 1:40:37
2023-07-27 10:53:27,644 semantic_segmentation INFO: Iters: 146600/150000 || Lr: 0.000662 || Task Loss: 0.4090 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:06:09 || Estimated Time: 1:40:20
2023-07-27 10:53:45,308 semantic_segmentation INFO: Iters: 146610/150000 || Lr: 0.000660 || Task Loss: 0.4277 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:06:27 || Estimated Time: 1:40:02
2023-07-27 10:54:03,841 semantic_segmentation INFO: Iters: 146620/150000 || Lr: 0.000659 || Task Loss: 0.3866 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:06:46 || Estimated Time: 1:39:44
2023-07-27 10:54:21,575 semantic_segmentation INFO: Iters: 146630/150000 || Lr: 0.000657 || Task Loss: 0.3226 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:07:03 || Estimated Time: 1:39:26
2023-07-27 10:54:39,493 semantic_segmentation INFO: Iters: 146640/150000 || Lr: 0.000655 || Task Loss: 0.2775 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:07:21 || Estimated Time: 1:39:09
2023-07-27 10:54:57,795 semantic_segmentation INFO: Iters: 146650/150000 || Lr: 0.000653 || Task Loss: 0.4435 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:07:40 || Estimated Time: 1:38:51
2023-07-27 10:55:15,733 semantic_segmentation INFO: Iters: 146660/150000 || Lr: 0.000652 || Task Loss: 0.2501 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:07:58 || Estimated Time: 1:38:33
2023-07-27 10:55:33,857 semantic_segmentation INFO: Iters: 146670/150000 || Lr: 0.000650 || Task Loss: 0.3804 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:08:16 || Estimated Time: 1:38:16
2023-07-27 10:55:52,268 semantic_segmentation INFO: Iters: 146680/150000 || Lr: 0.000648 || Task Loss: 0.3377 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:08:34 || Estimated Time: 1:37:58
2023-07-27 10:56:10,034 semantic_segmentation INFO: Iters: 146690/150000 || Lr: 0.000646 || Task Loss: 0.2388 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:08:52 || Estimated Time: 1:37:40
2023-07-27 10:56:28,231 semantic_segmentation INFO: Iters: 146700/150000 || Lr: 0.000645 || Task Loss: 0.3429 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:09:10 || Estimated Time: 1:37:23
2023-07-27 10:56:46,144 semantic_segmentation INFO: Iters: 146710/150000 || Lr: 0.000643 || Task Loss: 0.3940 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:09:28 || Estimated Time: 1:37:05
2023-07-27 10:57:04,159 semantic_segmentation INFO: Iters: 146720/150000 || Lr: 0.000641 || Task Loss: 0.3019 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:09:46 || Estimated Time: 1:36:47
2023-07-27 10:57:22,432 semantic_segmentation INFO: Iters: 146730/150000 || Lr: 0.000639 || Task Loss: 0.4115 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:10:04 || Estimated Time: 1:36:29
2023-07-27 10:57:40,571 semantic_segmentation INFO: Iters: 146740/150000 || Lr: 0.000638 || Task Loss: 0.2534 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:10:22 || Estimated Time: 1:36:12
2023-07-27 10:57:58,404 semantic_segmentation INFO: Iters: 146750/150000 || Lr: 0.000636 || Task Loss: 0.4541 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:10:40 || Estimated Time: 1:35:54
2023-07-27 10:58:16,511 semantic_segmentation INFO: Iters: 146760/150000 || Lr: 0.000634 || Task Loss: 0.3139 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:10:58 || Estimated Time: 1:35:36
2023-07-27 10:58:34,865 semantic_segmentation INFO: Iters: 146770/150000 || Lr: 0.000632 || Task Loss: 0.3298 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:11:17 || Estimated Time: 1:35:19
2023-07-27 10:58:53,300 semantic_segmentation INFO: Iters: 146780/150000 || Lr: 0.000631 || Task Loss: 0.3523 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:11:35 || Estimated Time: 1:35:01
2023-07-27 10:59:11,736 semantic_segmentation INFO: Iters: 146790/150000 || Lr: 0.000629 || Task Loss: 0.2977 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:11:54 || Estimated Time: 1:34:43
2023-07-27 10:59:30,191 semantic_segmentation INFO: Iters: 146800/150000 || Lr: 0.000627 || Task Loss: 0.3999 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:12:12 || Estimated Time: 1:34:26
2023-07-27 10:59:49,232 semantic_segmentation INFO: Iters: 146810/150000 || Lr: 0.000625 || Task Loss: 0.3984 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:12:31 || Estimated Time: 1:34:08
2023-07-27 11:00:07,186 semantic_segmentation INFO: Iters: 146820/150000 || Lr: 0.000624 || Task Loss: 0.3604 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:12:49 || Estimated Time: 1:33:50
2023-07-27 11:00:25,645 semantic_segmentation INFO: Iters: 146830/150000 || Lr: 0.000622 || Task Loss: 0.2749 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:13:07 || Estimated Time: 1:33:33
2023-07-27 11:00:43,928 semantic_segmentation INFO: Iters: 146840/150000 || Lr: 0.000620 || Task Loss: 0.3398 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:13:26 || Estimated Time: 1:33:15
2023-07-27 11:01:01,820 semantic_segmentation INFO: Iters: 146850/150000 || Lr: 0.000618 || Task Loss: 0.2819 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:13:44 || Estimated Time: 1:32:57
2023-07-27 11:01:20,250 semantic_segmentation INFO: Iters: 146860/150000 || Lr: 0.000616 || Task Loss: 0.3553 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:14:02 || Estimated Time: 1:32:39
2023-07-27 11:01:38,040 semantic_segmentation INFO: Iters: 146870/150000 || Lr: 0.000615 || Task Loss: 0.4030 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:14:20 || Estimated Time: 1:32:22
2023-07-27 11:01:56,566 semantic_segmentation INFO: Iters: 146880/150000 || Lr: 0.000613 || Task Loss: 0.2755 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:14:38 || Estimated Time: 1:32:04
2023-07-27 11:02:14,757 semantic_segmentation INFO: Iters: 146890/150000 || Lr: 0.000611 || Task Loss: 0.2735 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:14:57 || Estimated Time: 1:31:46
2023-07-27 11:02:33,334 semantic_segmentation INFO: Iters: 146900/150000 || Lr: 0.000609 || Task Loss: 0.3479 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:15:15 || Estimated Time: 1:31:29
2023-07-27 11:02:51,210 semantic_segmentation INFO: Iters: 146910/150000 || Lr: 0.000608 || Task Loss: 0.2395 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:15:33 || Estimated Time: 1:31:11
2023-07-27 11:03:09,151 semantic_segmentation INFO: Iters: 146920/150000 || Lr: 0.000606 || Task Loss: 0.4683 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:15:51 || Estimated Time: 1:30:53
2023-07-27 11:03:27,510 semantic_segmentation INFO: Iters: 146930/150000 || Lr: 0.000604 || Task Loss: 0.4322 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:16:09 || Estimated Time: 1:30:36
2023-07-27 11:03:45,808 semantic_segmentation INFO: Iters: 146940/150000 || Lr: 0.000602 || Task Loss: 0.2871 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:16:28 || Estimated Time: 1:30:18
2023-07-27 11:04:04,131 semantic_segmentation INFO: Iters: 146950/150000 || Lr: 0.000601 || Task Loss: 0.2585 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:16:46 || Estimated Time: 1:30:00
2023-07-27 11:04:21,959 semantic_segmentation INFO: Iters: 146960/150000 || Lr: 0.000599 || Task Loss: 0.4563 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:17:04 || Estimated Time: 1:29:42
2023-07-27 11:04:40,149 semantic_segmentation INFO: Iters: 146970/150000 || Lr: 0.000597 || Task Loss: 0.1916 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:17:22 || Estimated Time: 1:29:25
2023-07-27 11:04:58,266 semantic_segmentation INFO: Iters: 146980/150000 || Lr: 0.000595 || Task Loss: 0.2801 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:17:40 || Estimated Time: 1:29:07
2023-07-27 11:05:16,294 semantic_segmentation INFO: Iters: 146990/150000 || Lr: 0.000593 || Task Loss: 0.3457 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:17:58 || Estimated Time: 1:28:49
2023-07-27 11:05:34,499 semantic_segmentation INFO: Iters: 147000/150000 || Lr: 0.000592 || Task Loss: 0.3706 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:18:16 || Estimated Time: 1:28:32
2023-07-27 11:05:52,937 semantic_segmentation INFO: Iters: 147010/150000 || Lr: 0.000590 || Task Loss: 0.3298 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:18:35 || Estimated Time: 1:28:14
2023-07-27 11:06:11,128 semantic_segmentation INFO: Iters: 147020/150000 || Lr: 0.000588 || Task Loss: 0.4529 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:18:53 || Estimated Time: 1:27:56
2023-07-27 11:06:29,305 semantic_segmentation INFO: Iters: 147030/150000 || Lr: 0.000586 || Task Loss: 0.2406 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:19:11 || Estimated Time: 1:27:39
2023-07-27 11:06:47,437 semantic_segmentation INFO: Iters: 147040/150000 || Lr: 0.000585 || Task Loss: 0.3675 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:19:29 || Estimated Time: 1:27:21
2023-07-27 11:07:05,682 semantic_segmentation INFO: Iters: 147050/150000 || Lr: 0.000583 || Task Loss: 0.2821 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:19:47 || Estimated Time: 1:27:03
2023-07-27 11:07:24,035 semantic_segmentation INFO: Iters: 147060/150000 || Lr: 0.000581 || Task Loss: 0.2756 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:20:06 || Estimated Time: 1:26:45
2023-07-27 11:07:41,899 semantic_segmentation INFO: Iters: 147070/150000 || Lr: 0.000579 || Task Loss: 0.2776 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:20:24 || Estimated Time: 1:26:28
2023-07-27 11:08:00,963 semantic_segmentation INFO: Iters: 147080/150000 || Lr: 0.000577 || Task Loss: 0.2612 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:20:43 || Estimated Time: 1:26:10
2023-07-27 11:08:18,892 semantic_segmentation INFO: Iters: 147090/150000 || Lr: 0.000576 || Task Loss: 0.4452 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:21:01 || Estimated Time: 1:25:52
2023-07-27 11:08:36,617 semantic_segmentation INFO: Iters: 147100/150000 || Lr: 0.000574 || Task Loss: 0.2659 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:21:18 || Estimated Time: 1:25:35
2023-07-27 11:08:54,567 semantic_segmentation INFO: Iters: 147110/150000 || Lr: 0.000572 || Task Loss: 0.4257 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:21:36 || Estimated Time: 1:25:17
2023-07-27 11:09:12,861 semantic_segmentation INFO: Iters: 147120/150000 || Lr: 0.000570 || Task Loss: 0.4062 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:21:55 || Estimated Time: 1:24:59
2023-07-27 11:09:31,133 semantic_segmentation INFO: Iters: 147130/150000 || Lr: 0.000569 || Task Loss: 0.3107 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:22:13 || Estimated Time: 1:24:42
2023-07-27 11:09:49,478 semantic_segmentation INFO: Iters: 147140/150000 || Lr: 0.000567 || Task Loss: 0.3552 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:22:31 || Estimated Time: 1:24:24
2023-07-27 11:10:07,614 semantic_segmentation INFO: Iters: 147150/150000 || Lr: 0.000565 || Task Loss: 0.3075 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:22:49 || Estimated Time: 1:24:06
2023-07-27 11:10:25,516 semantic_segmentation INFO: Iters: 147160/150000 || Lr: 0.000563 || Task Loss: 0.2544 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:23:07 || Estimated Time: 1:23:49
2023-07-27 11:10:44,217 semantic_segmentation INFO: Iters: 147170/150000 || Lr: 0.000561 || Task Loss: 0.4609 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:23:26 || Estimated Time: 1:23:31
2023-07-27 11:11:02,313 semantic_segmentation INFO: Iters: 147180/150000 || Lr: 0.000560 || Task Loss: 0.2787 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:23:44 || Estimated Time: 1:23:13
2023-07-27 11:11:20,440 semantic_segmentation INFO: Iters: 147190/150000 || Lr: 0.000558 || Task Loss: 0.2353 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:24:02 || Estimated Time: 1:22:55
2023-07-27 11:11:38,648 semantic_segmentation INFO: Iters: 147200/150000 || Lr: 0.000556 || Task Loss: 0.3955 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:24:20 || Estimated Time: 1:22:38
2023-07-27 11:11:38,772 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 11:11:39,153 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.090
2023-07-27 11:11:39,167 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.131
2023-07-27 11:11:39,180 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.150
2023-07-27 11:11:39,194 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.152
2023-07-27 11:11:39,208 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.225
2023-07-27 11:11:39,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.271
2023-07-27 11:11:39,236 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.312
2023-07-27 11:11:39,250 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.316
2023-07-27 11:11:39,263 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.353
2023-07-27 11:11:39,278 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.399
2023-07-27 11:11:39,293 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.401
2023-07-27 11:11:39,308 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.437
2023-07-27 11:11:39,321 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.413
2023-07-27 11:11:39,337 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.393
2023-07-27 11:11:39,354 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.385
2023-07-27 11:11:39,368 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.381
2023-07-27 11:11:39,380 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.920, mIoU: 0.379
2023-07-27 11:11:39,394 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.377
2023-07-27 11:11:39,411 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.385
2023-07-27 11:11:39,429 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.429
2023-07-27 11:11:39,445 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.431
2023-07-27 11:11:39,462 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.441
2023-07-27 11:11:39,479 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.475
2023-07-27 11:11:39,496 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.478
2023-07-27 11:11:39,513 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 11:11:39,529 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.478
2023-07-27 11:11:39,546 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.478
2023-07-27 11:11:39,559 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.477
2023-07-27 11:11:39,576 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.464
2023-07-27 11:11:39,593 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.465
2023-07-27 11:11:39,609 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.464
2023-07-27 11:11:39,627 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.464
2023-07-27 11:11:39,643 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.474
2023-07-27 11:11:39,659 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.473
2023-07-27 11:11:39,676 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.495
2023-07-27 11:11:39,692 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.495
2023-07-27 11:11:39,706 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.498
2023-07-27 11:11:39,720 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.542
2023-07-27 11:11:39,738 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.527
2023-07-27 11:11:39,752 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.525
2023-07-27 11:11:39,766 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.551
2023-07-27 11:11:39,782 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.551
2023-07-27 11:11:39,797 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.548
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2023-07-27 11:11:39,828 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.551
2023-07-27 11:11:39,844 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-27 11:11:39,858 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 11:11:39,871 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-27 11:11:39,886 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-27 11:11:39,904 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-27 11:11:39,920 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 11:11:39,937 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.563
2023-07-27 11:11:39,952 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 11:11:39,969 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.561
2023-07-27 11:11:39,986 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-27 11:11:40,001 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.562
2023-07-27 11:11:40,018 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-27 11:11:40,037 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 11:11:40,051 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.561
2023-07-27 11:11:40,068 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-27 11:11:40,082 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-27 11:11:40,098 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-27 11:11:40,112 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-27 11:11:40,132 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-27 11:11:40,146 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-27 11:11:40,163 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-27 11:11:40,179 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.611
2023-07-27 11:11:40,193 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-27 11:11:40,210 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-27 11:11:40,226 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.660
2023-07-27 11:11:40,243 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.686
2023-07-27 11:11:40,257 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.686
2023-07-27 11:11:40,273 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.677
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2023-07-27 11:11:40,305 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-27 11:11:40,321 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-27 11:11:40,337 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-27 11:11:40,347 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-27 11:11:40,363 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.672
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2023-07-27 11:11:40,395 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.675
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2023-07-27 11:11:40,461 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 11:11:40,477 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 11:11:40,493 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.666
2023-07-27 11:11:40,509 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-27 11:11:40,525 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:40,539 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-27 11:11:40,555 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-27 11:11:40,571 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.672
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2023-07-27 11:11:40,603 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-27 11:11:40,619 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.685
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2023-07-27 11:11:40,724 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-27 11:11:40,924 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.681
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2023-07-27 11:11:41,013 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-27 11:11:41,111 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-27 11:11:41,134 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.925, mIoU: 0.659
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2023-07-27 11:11:41,303 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.663
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2023-07-27 11:11:41,335 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.664
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2023-07-27 11:11:41,400 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 11:11:41,415 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-27 11:11:41,719 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.670
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2023-07-27 11:11:41,751 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.923, mIoU: 0.662
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2023-07-27 11:11:42,817 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-27 11:11:42,929 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-27 11:11:43,560 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-27 11:11:44,790 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-27 11:11:44,835 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-27 11:11:44,915 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-27 11:11:45,619 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-27 11:11:45,816 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 11:11:45,830 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-27 11:11:46,023 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-27 11:11:46,140 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-27 11:11:46,293 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-27 11:11:46,309 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-27 11:11:46,327 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-27 11:11:46,543 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 11:11:46,568 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-27 11:11:46,584 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-27 11:11:46,656 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-27 11:11:46,712 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 11:11:46,775 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 11:11:46,789 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 11:11:46,836 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 11:11:46,853 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 11:11:46,869 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 11:11:46,886 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 11:11:46,914 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 11:11:46,931 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 11:11:47,123 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 11:11:47,137 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-27 11:11:47,153 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-27 11:11:47,182 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 11:11:47,198 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-27 11:11:47,210 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-27 11:11:47,239 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-27 11:11:47,251 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-27 11:11:47,263 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-27 11:11:47,294 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-27 11:11:47,309 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,326 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,335 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,352 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,369 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,386 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,403 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-27 11:11:47,419 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,434 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,448 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-27 11:11:47,465 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 11:11:47,541 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 11:11:48,715 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:48,730 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:48,745 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:48,795 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:48,811 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 11:11:48,828 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 11:11:48,838 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 11:11:48,852 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 11:11:48,867 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 11:11:48,881 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:11:48,896 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:11:48,910 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 11:11:48,923 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:48,939 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:48,955 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:48,971 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:48,988 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,002 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,017 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,031 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,046 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,062 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,078 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,094 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,109 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-27 11:11:49,125 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,138 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,154 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,170 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,184 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,198 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,213 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,230 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,246 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:11:49,259 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:11:49,275 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:11:49,291 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:49,307 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:49,321 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:49,334 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:49,342 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:11:49,358 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,374 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,390 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,406 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,422 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:49,438 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,455 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,471 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,484 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:11:49,499 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 11:11:49,514 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 11:11:49,530 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 11:11:49,546 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:49,559 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:49,573 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:49,587 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:49,602 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:49,616 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:49,629 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:49,643 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:49,659 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:49,675 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:49,688 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:49,702 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:49,716 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:11:49,728 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:11:49,744 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:11:49,760 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:11:49,775 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:11:49,791 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,807 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,822 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,836 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:49,852 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,868 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,885 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,901 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:49,917 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:49,933 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:49,947 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:49,960 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:49,974 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:49,990 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,007 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,022 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,036 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,052 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:50,067 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:50,083 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,099 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,115 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,129 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,145 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,158 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,174 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,189 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,204 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,221 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,235 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,252 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,268 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,282 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,295 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,312 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,328 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 11:11:50,343 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 11:11:50,359 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,371 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,385 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,400 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:50,413 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:50,429 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,447 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,461 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,476 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,490 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,505 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,521 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,535 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,548 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,564 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,579 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,593 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,609 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,624 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,639 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,653 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:50,669 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,685 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,702 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,716 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:50,731 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:50,744 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:50,760 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:50,774 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,788 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,803 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,819 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,833 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,849 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:50,866 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,882 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,899 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,913 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:50,926 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,941 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,955 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,969 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,983 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:50,999 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,013 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,027 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,043 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,059 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,075 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,092 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,106 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,120 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,135 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,151 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,167 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,183 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,196 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,210 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,222 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,239 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,255 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:51,270 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:51,286 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:51,297 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,311 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,327 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,342 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:51,356 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:51,372 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:51,385 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,401 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,415 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,431 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,445 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,462 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,478 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:51,492 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,509 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,525 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,541 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,557 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,573 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,589 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,605 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,620 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,635 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,651 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,664 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,678 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,691 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,708 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:51,722 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,739 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,754 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:51,766 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:51,780 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,797 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,812 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,826 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,844 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,859 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,874 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,889 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,906 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:51,922 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:11:51,936 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:51,948 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:51,966 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,983 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:51,999 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,013 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,028 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,044 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,060 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,076 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,089 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,105 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,119 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,134 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:52,149 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:52,162 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,178 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,192 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:11:52,207 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,222 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,238 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,253 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,269 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,285 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,300 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,317 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,332 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,349 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,365 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,375 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,390 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,404 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,419 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,435 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,452 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,466 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,482 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,497 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,513 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,529 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,546 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,559 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,576 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,591 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,607 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,621 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:11:52,636 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,652 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,668 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,682 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:52,697 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:52,713 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:52,727 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:52,741 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,757 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,770 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,785 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,799 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,814 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,829 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,845 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,860 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:52,876 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,892 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,905 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,919 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:52,935 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,948 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,962 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,978 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:52,993 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,009 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,025 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,039 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,053 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,070 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,086 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,100 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,116 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,130 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,146 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,162 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:53,179 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:53,195 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:53,210 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,220 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,237 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,253 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,267 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,282 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,297 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,313 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,326 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,342 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,357 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,373 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,388 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 11:11:53,404 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 11:11:53,420 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:53,436 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:53,450 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 11:11:53,466 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 11:11:53,482 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-27 11:11:53,497 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:53,511 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:11:53,527 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,544 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,560 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,568 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,582 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:53,596 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,609 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:11:53,622 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:53,638 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:53,653 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:11:53,669 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,681 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,694 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,709 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,720 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:53,736 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,749 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,764 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,779 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,795 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,810 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,821 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,834 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,850 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:53,866 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,882 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,898 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,912 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,923 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,935 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,949 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,961 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,977 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:53,991 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,007 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,024 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,041 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,056 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,072 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,088 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,103 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,119 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,134 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,149 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,164 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,180 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,193 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,207 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,222 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,234 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,251 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,264 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,279 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,295 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,313 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,330 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 11:11:54,344 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 11:11:54,359 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 11:11:54,375 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,391 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,407 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,420 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,434 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,450 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,465 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,481 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:11:54,497 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:11:54,513 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:11:54,529 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:11:54,545 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,560 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,573 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,589 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:11:54,600 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:11:54,613 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,629 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:11:54,641 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,656 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,671 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:11:54,687 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,704 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,720 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,736 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,751 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,764 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,781 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,794 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,810 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,826 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,839 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,855 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,869 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,885 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,900 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:54,916 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,932 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,947 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,961 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,974 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:54,990 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,003 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,017 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,033 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:55,049 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,064 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:55,078 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:55,091 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:11:55,107 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,123 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,139 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,153 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,167 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,182 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,198 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,214 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,229 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,245 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,260 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,275 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,291 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:11:55,307 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:11:55,322 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,337 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,353 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,366 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:55,382 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,397 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:11:55,413 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,426 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:11:55,441 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,456 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,473 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,486 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,501 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:55,517 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:55,532 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,548 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,565 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,581 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:55,594 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:55,610 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:55,627 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,641 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,657 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,670 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,680 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,695 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,711 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,724 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:55,740 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:55,756 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:55,769 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:55,783 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:55,798 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,814 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:55,829 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,847 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,861 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,878 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-27 11:11:55,893 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,907 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,923 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,939 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,954 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,967 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,981 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:55,997 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:56,013 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:56,028 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,044 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:11:56,057 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,073 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,088 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,102 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,118 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,135 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,150 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,166 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,180 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,196 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,211 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,227 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,242 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:11:56,256 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,272 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,285 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,299 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,311 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,327 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,343 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:11:56,386 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,400 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,417 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:11:56,508 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,523 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,539 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,553 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,568 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,582 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:11:56,687 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 11:11:56,715 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:56,731 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:11:56,863 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 11:11:57,541 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,556 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,569 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,585 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,598 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:11:57,611 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:11:57,626 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:57,641 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,656 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:11:57,671 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,688 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:57,701 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:57,716 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:57,731 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:11:57,746 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,762 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,776 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,789 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,806 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,822 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:57,839 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,852 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,866 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,882 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,898 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:57,912 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,926 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:57,942 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:57,958 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:57,973 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:57,989 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,004 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,020 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,034 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,049 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,064 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,077 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,093 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,108 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,123 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,138 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,154 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,169 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,185 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,200 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,215 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,231 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,247 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,262 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,278 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,293 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,306 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,320 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,335 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,351 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,365 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,380 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,397 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,413 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,429 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,444 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,460 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,476 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,489 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,503 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,517 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,531 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,545 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,561 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,577 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,590 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,604 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,619 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,631 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,645 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,661 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,677 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,692 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 11:11:58,736 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:11:58,751 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,764 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,780 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,796 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,813 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,827 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,843 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,859 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,874 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,889 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:58,902 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,918 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,933 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,949 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,965 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,978 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:58,993 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:11:59,009 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,025 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,040 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,056 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,071 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,087 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,097 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,112 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,125 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,139 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,156 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:59,171 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:59,186 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:59,199 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,212 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,227 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 11:11:59,257 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,272 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,288 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,301 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,390 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,405 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,418 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,434 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,465 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:11:59,481 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 11:11:59,538 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:11:59,553 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,642 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 11:11:59,675 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,707 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,760 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:11:59,819 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 11:11:59,852 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 11:11:59,883 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 11:12:00,007 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 11:12:00,145 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,160 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 11:12:00,205 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,221 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,234 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 11:12:00,308 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,324 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,338 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 11:12:00,384 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 11:12:00,428 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:12:00,444 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,459 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,475 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,491 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:12:00,507 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,523 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,539 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,554 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,564 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,580 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,594 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,610 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,626 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:12:00,641 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,656 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,667 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,677 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,694 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,709 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,724 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,737 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,752 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,767 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,780 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,795 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,810 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,824 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,839 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,852 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,867 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,883 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,897 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,910 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,925 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,940 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,955 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,971 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,984 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:00,998 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:12:01,013 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:12:01,031 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:12:18,480 semantic_segmentation INFO: Iters: 147210/150000 || Lr: 0.000554 || Task Loss: 0.3134 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:25:00 || Estimated Time: 1:22:20
2023-07-27 11:12:35,933 semantic_segmentation INFO: Iters: 147220/150000 || Lr: 0.000552 || Task Loss: 0.2596 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:25:18 || Estimated Time: 1:22:03
2023-07-27 11:12:54,791 semantic_segmentation INFO: Iters: 147230/150000 || Lr: 0.000551 || Task Loss: 0.3103 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:25:37 || Estimated Time: 1:21:45
2023-07-27 11:13:12,883 semantic_segmentation INFO: Iters: 147240/150000 || Lr: 0.000549 || Task Loss: 0.3812 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:25:55 || Estimated Time: 1:21:27
2023-07-27 11:13:30,516 semantic_segmentation INFO: Iters: 147250/150000 || Lr: 0.000547 || Task Loss: 0.3107 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:26:12 || Estimated Time: 1:21:10
2023-07-27 11:13:49,022 semantic_segmentation INFO: Iters: 147260/150000 || Lr: 0.000545 || Task Loss: 0.1977 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:26:31 || Estimated Time: 1:20:52
2023-07-27 11:14:07,066 semantic_segmentation INFO: Iters: 147270/150000 || Lr: 0.000544 || Task Loss: 0.4142 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:26:49 || Estimated Time: 1:20:34
2023-07-27 11:14:24,774 semantic_segmentation INFO: Iters: 147280/150000 || Lr: 0.000542 || Task Loss: 0.2507 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:27:07 || Estimated Time: 1:20:17
2023-07-27 11:14:42,604 semantic_segmentation INFO: Iters: 147290/150000 || Lr: 0.000540 || Task Loss: 0.2766 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:27:24 || Estimated Time: 1:19:59
2023-07-27 11:15:00,484 semantic_segmentation INFO: Iters: 147300/150000 || Lr: 0.000538 || Task Loss: 0.3893 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:27:42 || Estimated Time: 1:19:41
2023-07-27 11:15:18,210 semantic_segmentation INFO: Iters: 147310/150000 || Lr: 0.000536 || Task Loss: 0.4147 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:28:00 || Estimated Time: 1:19:23
2023-07-27 11:15:35,831 semantic_segmentation INFO: Iters: 147320/150000 || Lr: 0.000535 || Task Loss: 0.5130 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:28:18 || Estimated Time: 1:19:06
2023-07-27 11:15:53,860 semantic_segmentation INFO: Iters: 147330/150000 || Lr: 0.000533 || Task Loss: 0.3239 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:28:36 || Estimated Time: 1:18:48
2023-07-27 11:16:11,592 semantic_segmentation INFO: Iters: 147340/150000 || Lr: 0.000531 || Task Loss: 0.3335 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:28:53 || Estimated Time: 1:18:30
2023-07-27 11:16:29,487 semantic_segmentation INFO: Iters: 147350/150000 || Lr: 0.000529 || Task Loss: 0.3490 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:29:11 || Estimated Time: 1:18:13
2023-07-27 11:16:47,236 semantic_segmentation INFO: Iters: 147360/150000 || Lr: 0.000527 || Task Loss: 0.2368 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:29:29 || Estimated Time: 1:17:55
2023-07-27 11:17:05,118 semantic_segmentation INFO: Iters: 147370/150000 || Lr: 0.000526 || Task Loss: 0.3614 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:29:47 || Estimated Time: 1:17:37
2023-07-27 11:17:22,932 semantic_segmentation INFO: Iters: 147380/150000 || Lr: 0.000524 || Task Loss: 0.3335 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:30:05 || Estimated Time: 1:17:19
2023-07-27 11:17:40,962 semantic_segmentation INFO: Iters: 147390/150000 || Lr: 0.000522 || Task Loss: 0.2784 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:30:23 || Estimated Time: 1:17:02
2023-07-27 11:17:59,332 semantic_segmentation INFO: Iters: 147400/150000 || Lr: 0.000520 || Task Loss: 0.2738 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:30:41 || Estimated Time: 1:16:44
2023-07-27 11:18:17,214 semantic_segmentation INFO: Iters: 147410/150000 || Lr: 0.000518 || Task Loss: 0.2707 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:30:59 || Estimated Time: 1:16:26
2023-07-27 11:18:35,212 semantic_segmentation INFO: Iters: 147420/150000 || Lr: 0.000517 || Task Loss: 0.4438 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:31:17 || Estimated Time: 1:16:09
2023-07-27 11:18:53,356 semantic_segmentation INFO: Iters: 147430/150000 || Lr: 0.000515 || Task Loss: 0.3205 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:31:35 || Estimated Time: 1:15:51
2023-07-27 11:19:11,377 semantic_segmentation INFO: Iters: 147440/150000 || Lr: 0.000513 || Task Loss: 0.4416 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:31:53 || Estimated Time: 1:15:33
2023-07-27 11:19:29,604 semantic_segmentation INFO: Iters: 147450/150000 || Lr: 0.000511 || Task Loss: 0.3413 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:32:11 || Estimated Time: 1:15:16
2023-07-27 11:19:47,830 semantic_segmentation INFO: Iters: 147460/150000 || Lr: 0.000509 || Task Loss: 0.2824 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:32:30 || Estimated Time: 1:14:58
2023-07-27 11:20:05,472 semantic_segmentation INFO: Iters: 147470/150000 || Lr: 0.000508 || Task Loss: 0.3913 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:32:47 || Estimated Time: 1:14:40
2023-07-27 11:20:23,295 semantic_segmentation INFO: Iters: 147480/150000 || Lr: 0.000506 || Task Loss: 0.2798 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:33:05 || Estimated Time: 1:14:22
2023-07-27 11:20:41,162 semantic_segmentation INFO: Iters: 147490/150000 || Lr: 0.000504 || Task Loss: 0.2433 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:33:23 || Estimated Time: 1:14:05
2023-07-27 11:20:59,204 semantic_segmentation INFO: Iters: 147500/150000 || Lr: 0.000502 || Task Loss: 0.3394 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:33:41 || Estimated Time: 1:13:47
2023-07-27 11:21:17,813 semantic_segmentation INFO: Iters: 147510/150000 || Lr: 0.000500 || Task Loss: 0.3456 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:34:00 || Estimated Time: 1:13:29
2023-07-27 11:21:35,726 semantic_segmentation INFO: Iters: 147520/150000 || Lr: 0.000499 || Task Loss: 0.4506 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:34:18 || Estimated Time: 1:13:12
2023-07-27 11:21:53,270 semantic_segmentation INFO: Iters: 147530/150000 || Lr: 0.000497 || Task Loss: 0.3561 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:34:35 || Estimated Time: 1:12:54
2023-07-27 11:22:10,978 semantic_segmentation INFO: Iters: 147540/150000 || Lr: 0.000495 || Task Loss: 0.2749 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:34:53 || Estimated Time: 1:12:36
2023-07-27 11:22:28,940 semantic_segmentation INFO: Iters: 147550/150000 || Lr: 0.000493 || Task Loss: 0.3651 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:35:11 || Estimated Time: 1:12:18
2023-07-27 11:22:47,324 semantic_segmentation INFO: Iters: 147560/150000 || Lr: 0.000491 || Task Loss: 0.2818 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:35:29 || Estimated Time: 1:12:01
2023-07-27 11:23:05,452 semantic_segmentation INFO: Iters: 147570/150000 || Lr: 0.000490 || Task Loss: 0.3037 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:35:47 || Estimated Time: 1:11:43
2023-07-27 11:23:23,675 semantic_segmentation INFO: Iters: 147580/150000 || Lr: 0.000488 || Task Loss: 0.2575 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:36:05 || Estimated Time: 1:11:25
2023-07-27 11:23:41,223 semantic_segmentation INFO: Iters: 147590/150000 || Lr: 0.000486 || Task Loss: 0.3524 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:36:23 || Estimated Time: 1:11:08
2023-07-27 11:23:59,546 semantic_segmentation INFO: Iters: 147600/150000 || Lr: 0.000484 || Task Loss: 0.4038 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:36:41 || Estimated Time: 1:10:50
2023-07-27 11:24:17,404 semantic_segmentation INFO: Iters: 147610/150000 || Lr: 0.000482 || Task Loss: 0.3532 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:36:59 || Estimated Time: 1:10:32
2023-07-27 11:24:34,785 semantic_segmentation INFO: Iters: 147620/150000 || Lr: 0.000480 || Task Loss: 0.2998 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:37:17 || Estimated Time: 1:10:15
2023-07-27 11:24:53,287 semantic_segmentation INFO: Iters: 147630/150000 || Lr: 0.000479 || Task Loss: 0.3880 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:37:35 || Estimated Time: 1:09:57
2023-07-27 11:25:11,288 semantic_segmentation INFO: Iters: 147640/150000 || Lr: 0.000477 || Task Loss: 0.3165 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:37:53 || Estimated Time: 1:09:39
2023-07-27 11:25:29,632 semantic_segmentation INFO: Iters: 147650/150000 || Lr: 0.000475 || Task Loss: 0.2828 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:38:11 || Estimated Time: 1:09:21
2023-07-27 11:25:47,332 semantic_segmentation INFO: Iters: 147660/150000 || Lr: 0.000473 || Task Loss: 0.4431 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:38:29 || Estimated Time: 1:09:04
2023-07-27 11:26:05,776 semantic_segmentation INFO: Iters: 147670/150000 || Lr: 0.000471 || Task Loss: 0.4291 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:38:48 || Estimated Time: 1:08:46
2023-07-27 11:26:23,669 semantic_segmentation INFO: Iters: 147680/150000 || Lr: 0.000470 || Task Loss: 0.3556 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:39:05 || Estimated Time: 1:08:28
2023-07-27 11:26:41,619 semantic_segmentation INFO: Iters: 147690/150000 || Lr: 0.000468 || Task Loss: 0.3362 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:39:23 || Estimated Time: 1:08:11
2023-07-27 11:26:59,012 semantic_segmentation INFO: Iters: 147700/150000 || Lr: 0.000466 || Task Loss: 0.3717 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:39:41 || Estimated Time: 1:07:53
2023-07-27 11:27:16,348 semantic_segmentation INFO: Iters: 147710/150000 || Lr: 0.000464 || Task Loss: 0.2457 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:39:58 || Estimated Time: 1:07:35
2023-07-27 11:27:33,750 semantic_segmentation INFO: Iters: 147720/150000 || Lr: 0.000462 || Task Loss: 0.2719 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:40:16 || Estimated Time: 1:07:17
2023-07-27 11:27:51,161 semantic_segmentation INFO: Iters: 147730/150000 || Lr: 0.000460 || Task Loss: 0.3217 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:40:33 || Estimated Time: 1:07:00
2023-07-27 11:28:08,572 semantic_segmentation INFO: Iters: 147740/150000 || Lr: 0.000459 || Task Loss: 0.3357 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:40:50 || Estimated Time: 1:06:42
2023-07-27 11:28:25,983 semantic_segmentation INFO: Iters: 147750/150000 || Lr: 0.000457 || Task Loss: 0.2918 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:41:08 || Estimated Time: 1:06:24
2023-07-27 11:28:44,013 semantic_segmentation INFO: Iters: 147760/150000 || Lr: 0.000455 || Task Loss: 0.4241 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:41:26 || Estimated Time: 1:06:07
2023-07-27 11:29:02,001 semantic_segmentation INFO: Iters: 147770/150000 || Lr: 0.000453 || Task Loss: 0.4013 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:41:44 || Estimated Time: 1:05:49
2023-07-27 11:29:19,438 semantic_segmentation INFO: Iters: 147780/150000 || Lr: 0.000451 || Task Loss: 0.3019 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:42:01 || Estimated Time: 1:05:31
2023-07-27 11:29:36,838 semantic_segmentation INFO: Iters: 147790/150000 || Lr: 0.000449 || Task Loss: 0.2710 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:42:19 || Estimated Time: 1:05:13
2023-07-27 11:29:54,614 semantic_segmentation INFO: Iters: 147800/150000 || Lr: 0.000448 || Task Loss: 0.3514 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:42:36 || Estimated Time: 1:04:56
2023-07-27 11:30:12,536 semantic_segmentation INFO: Iters: 147810/150000 || Lr: 0.000446 || Task Loss: 0.3190 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:42:54 || Estimated Time: 1:04:38
2023-07-27 11:30:30,223 semantic_segmentation INFO: Iters: 147820/150000 || Lr: 0.000444 || Task Loss: 0.3053 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:43:12 || Estimated Time: 1:04:20
2023-07-27 11:30:48,884 semantic_segmentation INFO: Iters: 147830/150000 || Lr: 0.000442 || Task Loss: 0.4348 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:43:31 || Estimated Time: 1:04:03
2023-07-27 11:31:07,215 semantic_segmentation INFO: Iters: 147840/150000 || Lr: 0.000440 || Task Loss: 0.3265 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:43:49 || Estimated Time: 1:03:45
2023-07-27 11:31:25,541 semantic_segmentation INFO: Iters: 147850/150000 || Lr: 0.000438 || Task Loss: 0.3257 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:44:07 || Estimated Time: 1:03:27
2023-07-27 11:31:43,971 semantic_segmentation INFO: Iters: 147860/150000 || Lr: 0.000437 || Task Loss: 0.3588 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:44:26 || Estimated Time: 1:03:10
2023-07-27 11:32:02,125 semantic_segmentation INFO: Iters: 147870/150000 || Lr: 0.000435 || Task Loss: 0.2669 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:44:44 || Estimated Time: 1:02:52
2023-07-27 11:32:20,356 semantic_segmentation INFO: Iters: 147880/150000 || Lr: 0.000433 || Task Loss: 0.4513 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:45:02 || Estimated Time: 1:02:34
2023-07-27 11:32:38,357 semantic_segmentation INFO: Iters: 147890/150000 || Lr: 0.000431 || Task Loss: 0.3501 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:45:20 || Estimated Time: 1:02:16
2023-07-27 11:32:56,840 semantic_segmentation INFO: Iters: 147900/150000 || Lr: 0.000429 || Task Loss: 0.3561 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:45:39 || Estimated Time: 1:01:59
2023-07-27 11:33:14,766 semantic_segmentation INFO: Iters: 147910/150000 || Lr: 0.000427 || Task Loss: 0.3494 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:45:57 || Estimated Time: 1:01:41
2023-07-27 11:33:32,903 semantic_segmentation INFO: Iters: 147920/150000 || Lr: 0.000426 || Task Loss: 0.3194 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:46:15 || Estimated Time: 1:01:23
2023-07-27 11:33:51,414 semantic_segmentation INFO: Iters: 147930/150000 || Lr: 0.000424 || Task Loss: 0.4519 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:46:33 || Estimated Time: 1:01:06
2023-07-27 11:34:09,785 semantic_segmentation INFO: Iters: 147940/150000 || Lr: 0.000422 || Task Loss: 0.2980 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:46:52 || Estimated Time: 1:00:48
2023-07-27 11:34:28,214 semantic_segmentation INFO: Iters: 147950/150000 || Lr: 0.000420 || Task Loss: 0.4603 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:47:10 || Estimated Time: 1:00:30
2023-07-27 11:34:46,461 semantic_segmentation INFO: Iters: 147960/150000 || Lr: 0.000418 || Task Loss: 0.2961 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:47:28 || Estimated Time: 1:00:12
2023-07-27 11:35:04,320 semantic_segmentation INFO: Iters: 147970/150000 || Lr: 0.000416 || Task Loss: 0.3678 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:47:46 || Estimated Time: 0:59:55
2023-07-27 11:35:22,851 semantic_segmentation INFO: Iters: 147980/150000 || Lr: 0.000415 || Task Loss: 0.4467 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:48:05 || Estimated Time: 0:59:37
2023-07-27 11:35:41,675 semantic_segmentation INFO: Iters: 147990/150000 || Lr: 0.000413 || Task Loss: 0.3419 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:48:23 || Estimated Time: 0:59:19
2023-07-27 11:36:00,179 semantic_segmentation INFO: Iters: 148000/150000 || Lr: 0.000411 || Task Loss: 0.4258 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:48:42 || Estimated Time: 0:59:02
2023-07-27 11:36:00,303 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 11:36:00,692 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-27 11:36:00,706 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.132
2023-07-27 11:36:00,720 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.146
2023-07-27 11:36:00,736 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.148
2023-07-27 11:36:00,752 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.218
2023-07-27 11:36:00,766 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.264
2023-07-27 11:36:00,782 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.305
2023-07-27 11:36:00,798 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.310
2023-07-27 11:36:00,812 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.345
2023-07-27 11:36:00,829 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.391
2023-07-27 11:36:00,845 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.394
2023-07-27 11:36:00,862 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.436
2023-07-27 11:36:00,877 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.411
2023-07-27 11:36:00,893 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.394
2023-07-27 11:36:00,909 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.386
2023-07-27 11:36:00,923 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.381
2023-07-27 11:36:00,935 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.379
2023-07-27 11:36:00,950 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.377
2023-07-27 11:36:00,966 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.385
2023-07-27 11:36:00,984 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.429
2023-07-27 11:36:01,001 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.430
2023-07-27 11:36:01,018 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.441
2023-07-27 11:36:01,034 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.475
2023-07-27 11:36:01,052 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-27 11:36:01,069 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-27 11:36:01,084 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.478
2023-07-27 11:36:01,100 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.478
2023-07-27 11:36:01,113 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-27 11:36:01,129 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.465
2023-07-27 11:36:01,146 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.465
2023-07-27 11:36:01,161 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-27 11:36:01,178 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.464
2023-07-27 11:36:01,194 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.474
2023-07-27 11:36:01,210 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.474
2023-07-27 11:36:01,226 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.500
2023-07-27 11:36:01,242 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.500
2023-07-27 11:36:01,256 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.503
2023-07-27 11:36:01,270 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.547
2023-07-27 11:36:01,287 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.532
2023-07-27 11:36:01,301 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.531
2023-07-27 11:36:01,315 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.557
2023-07-27 11:36:01,331 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.557
2023-07-27 11:36:01,346 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.555
2023-07-27 11:36:01,361 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.555
2023-07-27 11:36:01,377 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-27 11:36:01,393 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 11:36:01,407 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.569
2023-07-27 11:36:01,420 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-27 11:36:01,436 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.572
2023-07-27 11:36:01,454 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-27 11:36:01,472 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 11:36:01,489 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.568
2023-07-27 11:36:01,504 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.565
2023-07-27 11:36:01,521 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.566
2023-07-27 11:36:01,538 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.571
2023-07-27 11:36:01,552 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.567
2023-07-27 11:36:01,569 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-27 11:36:01,587 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.563
2023-07-27 11:36:01,602 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.565
2023-07-27 11:36:01,618 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-27 11:36:01,632 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-27 11:36:01,649 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.610
2023-07-27 11:36:01,663 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-27 11:36:01,682 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-27 11:36:01,697 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.615
2023-07-27 11:36:01,713 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-27 11:36:01,729 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-27 11:36:01,744 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-27 11:36:01,760 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-27 11:36:01,776 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.660
2023-07-27 11:36:01,794 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-27 11:36:01,808 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.686
2023-07-27 11:36:01,824 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-27 11:36:01,841 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.677
2023-07-27 11:36:01,857 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-27 11:36:01,874 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-27 11:36:01,890 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-27 11:36:01,900 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 11:36:01,917 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 11:36:01,935 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 11:36:01,949 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 11:36:01,966 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 11:36:01,983 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 11:36:01,999 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 11:36:02,017 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-27 11:36:02,033 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-27 11:36:02,050 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-27 11:36:02,066 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.663
2023-07-27 11:36:02,082 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 11:36:02,096 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:02,113 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 11:36:02,130 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-27 11:36:02,146 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-27 11:36:02,162 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-27 11:36:02,178 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-27 11:36:02,194 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-27 11:36:02,208 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 11:36:02,222 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 11:36:02,238 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 11:36:02,253 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 11:36:02,270 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 11:36:02,285 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:02,300 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:02,316 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:02,333 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:02,347 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:02,363 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:02,379 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:02,394 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:02,409 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:02,423 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:02,438 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:02,454 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 11:36:02,471 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 11:36:02,487 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 11:36:02,502 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-27 11:36:02,516 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 11:36:02,533 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 11:36:02,547 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-27 11:36:02,563 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-27 11:36:02,579 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-27 11:36:02,593 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-27 11:36:02,608 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 11:36:02,624 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 11:36:02,641 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.662
2023-07-27 11:36:02,649 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-27 11:36:02,662 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.663
2023-07-27 11:36:02,680 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-27 11:36:02,689 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-27 11:36:02,703 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-27 11:36:02,720 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 11:36:02,736 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-27 11:36:02,750 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 11:36:02,767 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 11:36:02,781 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 11:36:02,794 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-27 11:36:02,810 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 11:36:02,824 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 11:36:02,841 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 11:36:02,855 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 11:36:02,872 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 11:36:02,889 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-27 11:36:02,905 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 11:36:02,923 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 11:36:02,940 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 11:36:02,956 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 11:36:02,972 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-27 11:36:02,988 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-27 11:36:02,999 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:03,015 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:03,032 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:03,046 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:03,062 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:03,076 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:03,089 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:03,105 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:03,121 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:03,138 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:03,153 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:03,169 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:03,185 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 11:36:03,200 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 11:36:03,214 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 11:36:03,230 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 11:36:03,243 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 11:36:03,257 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 11:36:03,270 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 11:36:03,286 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-27 11:36:03,303 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-27 11:36:03,320 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-27 11:36:03,337 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-27 11:36:03,353 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.923, mIoU: 0.658
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2023-07-27 11:36:06,393 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.916, mIoU: 0.648
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2023-07-27 11:36:07,929 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-27 11:36:08,025 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-27 11:36:08,230 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 11:36:08,307 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 11:36:08,332 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 11:36:08,426 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 11:36:09,386 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:09,403 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:09,419 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 11:36:09,447 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:09,463 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,480 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 11:36:09,510 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 11:36:09,523 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 11:36:09,539 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,555 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,571 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,584 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,598 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 11:36:09,611 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-27 11:36:09,628 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,644 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,661 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,677 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,693 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,707 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 11:36:09,723 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,740 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,754 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-27 11:36:09,770 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,786 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,802 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,818 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,834 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,846 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,862 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,878 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,893 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,909 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,925 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,937 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,953 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,969 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 11:36:09,984 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:09,998 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,013 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,029 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,046 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,061 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,078 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,094 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,110 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,126 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,141 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:36:10,155 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 11:36:10,170 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,186 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,202 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,215 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,232 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,246 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,262 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,278 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,295 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,310 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,326 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,342 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,357 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,372 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:10,387 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 11:36:10,403 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 11:36:10,421 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 11:36:10,437 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,454 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,466 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,480 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-27 11:36:10,496 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,510 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,526 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,540 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,554 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:10,571 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,588 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,604 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,621 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,635 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,650 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,664 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,679 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,695 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,711 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,727 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,743 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:10,759 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,772 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,788 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:10,803 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:10,817 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 11:36:10,830 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,845 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,862 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,878 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,892 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,908 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 11:36:10,925 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,941 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,955 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,969 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,977 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:10,993 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:11,009 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:11,025 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:11,042 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:11,058 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:11,074 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:11,090 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:11,106 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:36:11,119 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:36:11,135 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:36:11,150 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:36:11,166 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 11:36:11,181 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:11,195 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:11,208 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:11,222 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:11,236 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:11,250 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:11,264 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:11,279 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:11,294 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:11,311 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:11,324 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:11,340 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:11,354 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 11:36:11,366 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 11:36:11,383 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,399 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,415 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,432 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,448 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,463 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,477 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,493 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,508 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,526 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,542 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,558 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:11,574 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:11,587 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:11,600 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,614 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,629 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,646 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,659 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,673 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:11,689 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,704 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,720 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,736 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,752 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,766 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,781 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,795 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,810 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,826 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,841 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,857 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,871 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,887 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,904 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,917 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,931 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,948 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:11,964 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,979 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:11,995 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:12,008 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:12,021 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 11:36:12,036 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:12,049 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:12,065 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:12,083 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,097 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,113 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,127 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,143 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,159 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,173 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,187 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,202 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,218 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,232 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,248 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,264 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:12,279 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:12,293 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:12,309 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,325 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,343 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,357 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,372 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,386 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,402 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,415 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,429 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,445 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,460 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,474 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,490 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,507 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:12,523 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:12,540 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:12,554 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:12,567 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:12,582 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:12,596 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:12,610 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,623 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,640 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,654 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,667 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,682 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,699 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,715 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,732 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,746 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,760 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,777 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,793 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,809 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:12,825 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:12,838 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:12,852 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,864 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,881 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,898 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,913 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,928 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:12,939 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,953 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,969 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:12,985 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:12,999 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:13,015 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:13,029 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:13,045 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:13,059 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:13,075 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:13,089 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:13,105 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:13,120 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:13,134 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,151 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,166 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,182 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,198 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,213 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,229 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,244 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,259 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,275 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,290 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,304 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,318 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,332 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,349 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,364 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,381 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,397 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,409 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,424 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,441 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,457 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,471 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,487 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,503 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,517 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,533 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,549 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,565 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 11:36:13,579 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,592 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,610 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,626 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,643 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,657 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,673 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,689 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 11:36:13,706 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 11:36:13,721 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 11:36:13,735 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 11:36:13,750 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,764 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,779 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,794 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 11:36:13,807 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-27 11:36:13,823 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,837 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,852 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,867 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,882 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,897 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:13,912 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 11:36:13,927 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,942 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,959 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,975 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:13,992 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,008 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,018 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,033 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,047 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,062 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,078 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,095 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,109 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,125 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,141 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,156 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,173 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,189 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,203 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,220 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,235 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,251 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,264 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,280 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,296 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,312 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,326 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,342 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,358 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,372 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:14,387 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,403 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,417 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,432 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,446 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,461 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,477 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,492 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,508 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,524 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,540 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,554 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,567 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:14,583 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,597 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,611 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,627 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,642 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,657 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,674 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,687 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,701 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,718 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,733 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,747 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,762 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,777 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,793 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,808 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,825 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,842 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,857 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:14,867 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,883 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,900 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,913 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,928 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:14,944 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:14,960 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:14,974 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:14,991 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,007 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,023 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,039 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,055 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,072 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,088 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,102 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,118 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,134 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,149 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,162 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 11:36:15,178 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,194 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,210 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,217 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,231 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,244 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 11:36:15,257 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:15,269 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:15,284 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:15,299 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:15,315 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:15,327 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:15,340 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:15,356 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:15,367 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,384 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,397 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,413 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,429 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,445 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,461 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,473 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,486 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,502 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,518 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,534 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,549 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,563 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,574 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,586 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,599 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,612 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,627 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,641 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,657 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,673 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,689 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,703 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:15,719 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,735 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,750 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:15,767 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,782 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,798 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,814 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,830 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,844 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:15,858 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,873 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,886 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,903 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,917 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,932 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,948 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,967 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,983 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:15,997 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:16,014 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:16,030 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:16,046 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,061 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,075 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,089 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 11:36:16,105 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 11:36:16,121 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 11:36:16,137 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 11:36:16,153 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 11:36:16,169 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 11:36:16,185 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 11:36:16,200 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,216 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,229 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,245 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,256 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,270 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,285 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 11:36:16,297 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:16,312 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 11:36:16,328 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 11:36:16,343 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,359 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,376 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,392 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,408 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,421 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,438 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,452 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,468 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,484 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,498 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,514 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,528 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,544 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,561 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,577 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,593 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,608 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,622 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,635 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,651 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,664 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,678 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,694 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,709 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,724 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,737 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,751 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 11:36:16,766 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,782 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,799 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,813 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,827 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,842 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,858 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,874 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,889 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:16,905 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,920 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,935 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,950 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,966 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 11:36:16,982 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:16,997 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,013 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 11:36:17,026 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,043 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:17,059 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 11:36:17,075 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:17,088 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 11:36:17,104 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,120 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,137 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,151 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,166 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,182 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,198 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,214 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,230 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,245 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,259 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:17,274 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,291 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:17,305 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,320 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,333 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,343 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,358 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,374 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,387 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 11:36:17,403 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,419 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,433 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,447 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,463 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,479 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,495 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,513 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,528 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,546 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,562 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,576 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 11:36:17,592 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,608 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,623 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,636 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,650 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,666 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,682 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,697 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,713 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,726 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,742 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,756 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:17,769 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,785 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,801 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,817 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,833 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,847 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,863 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,879 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,895 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,910 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,924 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,940 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,954 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,968 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,981 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:17,997 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:18,013 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:18,029 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:18,044 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,055 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,069 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,086 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,102 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,116 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,131 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,148 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,163 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,177 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 11:36:18,192 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 11:36:18,250 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 11:36:18,689 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 11:36:19,215 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:19,231 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 11:36:19,274 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 11:36:19,288 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 11:36:19,662 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:19,678 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:19,695 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:19,709 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:19,724 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 11:36:19,740 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:19,754 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:19,769 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:36:19,800 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 11:36:19,892 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 11:36:20,355 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 11:36:21,132 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 11:36:21,147 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,163 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,176 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,190 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,205 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,220 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,234 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,248 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,261 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,276 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,292 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,308 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,322 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,338 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,356 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,372 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,388 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 11:36:21,405 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,413 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,429 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,443 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,457 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,473 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,489 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 11:36:21,504 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,520 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,536 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,551 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,567 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,581 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,596 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,613 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,628 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,644 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,659 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,676 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,689 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,704 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,720 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,737 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,750 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 11:36:21,765 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,780 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,796 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,812 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:21,827 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,843 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,858 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,874 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,887 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,903 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,917 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,932 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,948 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,964 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,979 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:21,992 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,008 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,023 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,039 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,054 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,070 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,085 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,101 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,115 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,130 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,144 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,160 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,176 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,192 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,208 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,224 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,239 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,249 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,265 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,278 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,294 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,310 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,325 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,341 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,353 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,363 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,380 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,396 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,411 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,425 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,440 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,456 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,469 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,485 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,500 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,515 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,530 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,543 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,558 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,573 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,588 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,602 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 11:36:22,617 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,632 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,647 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,664 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,677 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,691 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,707 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 11:36:22,724 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 11:36:40,374 semantic_segmentation INFO: Iters: 148010/150000 || Lr: 0.000409 || Task Loss: 0.2795 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:49:22 || Estimated Time: 0:58:44
2023-07-27 11:36:58,638 semantic_segmentation INFO: Iters: 148020/150000 || Lr: 0.000407 || Task Loss: 0.2531 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:49:40 || Estimated Time: 0:58:27
2023-07-27 11:37:16,330 semantic_segmentation INFO: Iters: 148030/150000 || Lr: 0.000405 || Task Loss: 0.2373 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:49:58 || Estimated Time: 0:58:09
2023-07-27 11:37:34,737 semantic_segmentation INFO: Iters: 148040/150000 || Lr: 0.000403 || Task Loss: 0.2862 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:50:17 || Estimated Time: 0:57:51
2023-07-27 11:37:52,872 semantic_segmentation INFO: Iters: 148050/150000 || Lr: 0.000402 || Task Loss: 0.2942 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:50:35 || Estimated Time: 0:57:33
2023-07-27 11:38:11,195 semantic_segmentation INFO: Iters: 148060/150000 || Lr: 0.000400 || Task Loss: 0.3360 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:50:53 || Estimated Time: 0:57:16
2023-07-27 11:38:29,480 semantic_segmentation INFO: Iters: 148070/150000 || Lr: 0.000398 || Task Loss: 0.2696 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:51:11 || Estimated Time: 0:56:58
2023-07-27 11:38:47,366 semantic_segmentation INFO: Iters: 148080/150000 || Lr: 0.000396 || Task Loss: 0.4141 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:51:29 || Estimated Time: 0:56:40
2023-07-27 11:39:05,615 semantic_segmentation INFO: Iters: 148090/150000 || Lr: 0.000394 || Task Loss: 0.3114 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:51:47 || Estimated Time: 0:56:23
2023-07-27 11:39:23,407 semantic_segmentation INFO: Iters: 148100/150000 || Lr: 0.000392 || Task Loss: 0.3640 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:52:05 || Estimated Time: 0:56:05
2023-07-27 11:39:40,878 semantic_segmentation INFO: Iters: 148110/150000 || Lr: 0.000390 || Task Loss: 0.3192 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:52:23 || Estimated Time: 0:55:47
2023-07-27 11:39:58,627 semantic_segmentation INFO: Iters: 148120/150000 || Lr: 0.000389 || Task Loss: 0.2918 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1523|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:52:40 || Estimated Time: 0:55:29
2023-07-27 11:40:16,036 semantic_segmentation INFO: Iters: 148130/150000 || Lr: 0.000387 || Task Loss: 0.3756 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:52:58 || Estimated Time: 0:55:12
2023-07-27 11:40:34,056 semantic_segmentation INFO: Iters: 148140/150000 || Lr: 0.000385 || Task Loss: 0.3954 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:53:16 || Estimated Time: 0:54:54
2023-07-27 11:40:51,987 semantic_segmentation INFO: Iters: 148150/150000 || Lr: 0.000383 || Task Loss: 0.3342 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:53:34 || Estimated Time: 0:54:36
2023-07-27 11:41:10,202 semantic_segmentation INFO: Iters: 148160/150000 || Lr: 0.000381 || Task Loss: 0.3100 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:53:52 || Estimated Time: 0:54:19
2023-07-27 11:41:28,458 semantic_segmentation INFO: Iters: 148170/150000 || Lr: 0.000379 || Task Loss: 0.2525 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:54:10 || Estimated Time: 0:54:01
2023-07-27 11:41:45,850 semantic_segmentation INFO: Iters: 148180/150000 || Lr: 0.000377 || Task Loss: 0.3041 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:54:28 || Estimated Time: 0:53:43
2023-07-27 11:42:04,284 semantic_segmentation INFO: Iters: 148190/150000 || Lr: 0.000376 || Task Loss: 0.2439 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:54:46 || Estimated Time: 0:53:26
2023-07-27 11:42:21,680 semantic_segmentation INFO: Iters: 148200/150000 || Lr: 0.000374 || Task Loss: 0.4338 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:55:03 || Estimated Time: 0:53:08
2023-07-27 11:42:39,094 semantic_segmentation INFO: Iters: 148210/150000 || Lr: 0.000372 || Task Loss: 0.3446 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:55:21 || Estimated Time: 0:52:50
2023-07-27 11:42:56,519 semantic_segmentation INFO: Iters: 148220/150000 || Lr: 0.000370 || Task Loss: 0.2648 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:55:38 || Estimated Time: 0:52:32
2023-07-27 11:43:14,669 semantic_segmentation INFO: Iters: 148230/150000 || Lr: 0.000368 || Task Loss: 0.2698 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:55:56 || Estimated Time: 0:52:15
2023-07-27 11:43:32,678 semantic_segmentation INFO: Iters: 148240/150000 || Lr: 0.000366 || Task Loss: 0.3436 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:56:14 || Estimated Time: 0:51:57
2023-07-27 11:43:51,110 semantic_segmentation INFO: Iters: 148250/150000 || Lr: 0.000364 || Task Loss: 0.2457 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:56:33 || Estimated Time: 0:51:39
2023-07-27 11:44:09,007 semantic_segmentation INFO: Iters: 148260/150000 || Lr: 0.000362 || Task Loss: 0.3404 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:56:51 || Estimated Time: 0:51:22
2023-07-27 11:44:27,519 semantic_segmentation INFO: Iters: 148270/150000 || Lr: 0.000361 || Task Loss: 0.3366 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:57:09 || Estimated Time: 0:51:04
2023-07-27 11:44:45,729 semantic_segmentation INFO: Iters: 148280/150000 || Lr: 0.000359 || Task Loss: 0.3720 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:57:28 || Estimated Time: 0:50:46
2023-07-27 11:45:04,185 semantic_segmentation INFO: Iters: 148290/150000 || Lr: 0.000357 || Task Loss: 0.3535 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:57:46 || Estimated Time: 0:50:28
2023-07-27 11:45:22,451 semantic_segmentation INFO: Iters: 148300/150000 || Lr: 0.000355 || Task Loss: 0.2723 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:58:04 || Estimated Time: 0:50:11
2023-07-27 11:45:40,786 semantic_segmentation INFO: Iters: 148310/150000 || Lr: 0.000353 || Task Loss: 0.3309 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:58:23 || Estimated Time: 0:49:53
2023-07-27 11:45:58,538 semantic_segmentation INFO: Iters: 148320/150000 || Lr: 0.000351 || Task Loss: 0.3578 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:58:40 || Estimated Time: 0:49:35
2023-07-27 11:46:16,485 semantic_segmentation INFO: Iters: 148330/150000 || Lr: 0.000349 || Task Loss: 0.3063 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:58:58 || Estimated Time: 0:49:18
2023-07-27 11:46:34,996 semantic_segmentation INFO: Iters: 148340/150000 || Lr: 0.000347 || Task Loss: 0.2977 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:59:17 || Estimated Time: 0:49:00
2023-07-27 11:46:53,272 semantic_segmentation INFO: Iters: 148350/150000 || Lr: 0.000346 || Task Loss: 0.2931 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:59:35 || Estimated Time: 0:48:42
2023-07-27 11:47:11,372 semantic_segmentation INFO: Iters: 148360/150000 || Lr: 0.000344 || Task Loss: 0.2327 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 0:59:53 || Estimated Time: 0:48:24
2023-07-27 11:47:29,674 semantic_segmentation INFO: Iters: 148370/150000 || Lr: 0.000342 || Task Loss: 0.2815 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:00:11 || Estimated Time: 0:48:07
2023-07-27 11:47:47,740 semantic_segmentation INFO: Iters: 148380/150000 || Lr: 0.000340 || Task Loss: 0.4243 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:00:30 || Estimated Time: 0:47:49
2023-07-27 11:48:05,141 semantic_segmentation INFO: Iters: 148390/150000 || Lr: 0.000338 || Task Loss: 0.2620 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:00:47 || Estimated Time: 0:47:31
2023-07-27 11:48:22,547 semantic_segmentation INFO: Iters: 148400/150000 || Lr: 0.000336 || Task Loss: 0.3582 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:01:04 || Estimated Time: 0:47:14
2023-07-27 11:48:39,962 semantic_segmentation INFO: Iters: 148410/150000 || Lr: 0.000334 || Task Loss: 0.2829 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:01:22 || Estimated Time: 0:46:56
2023-07-27 11:48:57,365 semantic_segmentation INFO: Iters: 148420/150000 || Lr: 0.000332 || Task Loss: 0.3663 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:01:39 || Estimated Time: 0:46:38
2023-07-27 11:49:14,777 semantic_segmentation INFO: Iters: 148430/150000 || Lr: 0.000330 || Task Loss: 0.3227 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:01:57 || Estimated Time: 0:46:20
2023-07-27 11:49:32,178 semantic_segmentation INFO: Iters: 148440/150000 || Lr: 0.000329 || Task Loss: 0.4390 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:02:14 || Estimated Time: 0:46:03
2023-07-27 11:49:49,591 semantic_segmentation INFO: Iters: 148450/150000 || Lr: 0.000327 || Task Loss: 0.2701 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:02:31 || Estimated Time: 0:45:45
2023-07-27 11:50:06,998 semantic_segmentation INFO: Iters: 148460/150000 || Lr: 0.000325 || Task Loss: 0.3033 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:02:49 || Estimated Time: 0:45:27
2023-07-27 11:50:24,400 semantic_segmentation INFO: Iters: 148470/150000 || Lr: 0.000323 || Task Loss: 0.2690 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:03:06 || Estimated Time: 0:45:10
2023-07-27 11:50:41,814 semantic_segmentation INFO: Iters: 148480/150000 || Lr: 0.000321 || Task Loss: 0.4411 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:03:24 || Estimated Time: 0:44:52
2023-07-27 11:50:59,457 semantic_segmentation INFO: Iters: 148490/150000 || Lr: 0.000319 || Task Loss: 0.3145 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:03:41 || Estimated Time: 0:44:34
2023-07-27 11:51:17,561 semantic_segmentation INFO: Iters: 148500/150000 || Lr: 0.000317 || Task Loss: 0.2195 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:03:59 || Estimated Time: 0:44:16
2023-07-27 11:51:34,986 semantic_segmentation INFO: Iters: 148510/150000 || Lr: 0.000315 || Task Loss: 0.3586 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:04:17 || Estimated Time: 0:43:59
2023-07-27 11:51:52,979 semantic_segmentation INFO: Iters: 148520/150000 || Lr: 0.000313 || Task Loss: 0.3327 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:04:35 || Estimated Time: 0:43:41
2023-07-27 11:52:10,499 semantic_segmentation INFO: Iters: 148530/150000 || Lr: 0.000311 || Task Loss: 0.3449 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:04:52 || Estimated Time: 0:43:23
2023-07-27 11:52:28,110 semantic_segmentation INFO: Iters: 148540/150000 || Lr: 0.000310 || Task Loss: 0.2674 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:05:10 || Estimated Time: 0:43:06
2023-07-27 11:52:46,070 semantic_segmentation INFO: Iters: 148550/150000 || Lr: 0.000308 || Task Loss: 0.3962 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:05:28 || Estimated Time: 0:42:48
2023-07-27 11:53:04,236 semantic_segmentation INFO: Iters: 148560/150000 || Lr: 0.000306 || Task Loss: 0.2498 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:05:46 || Estimated Time: 0:42:30
2023-07-27 11:53:21,772 semantic_segmentation INFO: Iters: 148570/150000 || Lr: 0.000304 || Task Loss: 0.2461 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:06:04 || Estimated Time: 0:42:12
2023-07-27 11:53:39,656 semantic_segmentation INFO: Iters: 148580/150000 || Lr: 0.000302 || Task Loss: 0.3076 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:06:21 || Estimated Time: 0:41:55
2023-07-27 11:53:57,095 semantic_segmentation INFO: Iters: 148590/150000 || Lr: 0.000300 || Task Loss: 0.3369 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:06:39 || Estimated Time: 0:41:37
2023-07-27 11:54:14,531 semantic_segmentation INFO: Iters: 148600/150000 || Lr: 0.000298 || Task Loss: 0.4025 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:06:56 || Estimated Time: 0:41:19
2023-07-27 11:54:33,042 semantic_segmentation INFO: Iters: 148610/150000 || Lr: 0.000296 || Task Loss: 0.3236 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:07:15 || Estimated Time: 0:41:02
2023-07-27 11:54:51,665 semantic_segmentation INFO: Iters: 148620/150000 || Lr: 0.000294 || Task Loss: 0.4216 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:07:33 || Estimated Time: 0:40:44
2023-07-27 11:55:09,446 semantic_segmentation INFO: Iters: 148630/150000 || Lr: 0.000292 || Task Loss: 0.2973 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:07:51 || Estimated Time: 0:40:26
2023-07-27 11:55:27,829 semantic_segmentation INFO: Iters: 148640/150000 || Lr: 0.000290 || Task Loss: 0.3399 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:08:10 || Estimated Time: 0:40:08
2023-07-27 11:55:45,828 semantic_segmentation INFO: Iters: 148650/150000 || Lr: 0.000288 || Task Loss: 0.4152 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:08:28 || Estimated Time: 0:39:51
2023-07-27 11:56:04,061 semantic_segmentation INFO: Iters: 148660/150000 || Lr: 0.000287 || Task Loss: 0.4938 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:08:46 || Estimated Time: 0:39:33
2023-07-27 11:56:21,863 semantic_segmentation INFO: Iters: 148670/150000 || Lr: 0.000285 || Task Loss: 0.2016 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:09:04 || Estimated Time: 0:39:15
2023-07-27 11:56:39,820 semantic_segmentation INFO: Iters: 148680/150000 || Lr: 0.000283 || Task Loss: 0.4063 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:09:22 || Estimated Time: 0:38:58
2023-07-27 11:56:57,302 semantic_segmentation INFO: Iters: 148690/150000 || Lr: 0.000281 || Task Loss: 0.3222 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:09:39 || Estimated Time: 0:38:40
2023-07-27 11:57:15,368 semantic_segmentation INFO: Iters: 148700/150000 || Lr: 0.000279 || Task Loss: 0.3348 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:09:57 || Estimated Time: 0:38:22
2023-07-27 11:57:33,264 semantic_segmentation INFO: Iters: 148710/150000 || Lr: 0.000277 || Task Loss: 0.2901 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:10:15 || Estimated Time: 0:38:05
2023-07-27 11:57:51,619 semantic_segmentation INFO: Iters: 148720/150000 || Lr: 0.000275 || Task Loss: 0.3221 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:10:33 || Estimated Time: 0:37:47
2023-07-27 11:58:10,284 semantic_segmentation INFO: Iters: 148730/150000 || Lr: 0.000273 || Task Loss: 0.3658 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:10:52 || Estimated Time: 0:37:29
2023-07-27 11:58:28,373 semantic_segmentation INFO: Iters: 148740/150000 || Lr: 0.000271 || Task Loss: 0.2312 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:11:10 || Estimated Time: 0:37:11
2023-07-27 11:58:46,808 semantic_segmentation INFO: Iters: 148750/150000 || Lr: 0.000269 || Task Loss: 0.4914 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:11:29 || Estimated Time: 0:36:54
2023-07-27 11:59:05,085 semantic_segmentation INFO: Iters: 148760/150000 || Lr: 0.000267 || Task Loss: 0.4015 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:11:47 || Estimated Time: 0:36:36
2023-07-27 11:59:23,145 semantic_segmentation INFO: Iters: 148770/150000 || Lr: 0.000265 || Task Loss: 0.2241 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:12:05 || Estimated Time: 0:36:18
2023-07-27 11:59:40,649 semantic_segmentation INFO: Iters: 148780/150000 || Lr: 0.000263 || Task Loss: 0.3192 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:12:22 || Estimated Time: 0:36:01
2023-07-27 11:59:58,403 semantic_segmentation INFO: Iters: 148790/150000 || Lr: 0.000261 || Task Loss: 0.3492 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:12:40 || Estimated Time: 0:35:43
2023-07-27 12:00:16,488 semantic_segmentation INFO: Iters: 148800/150000 || Lr: 0.000259 || Task Loss: 0.2879 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:12:58 || Estimated Time: 0:35:25
2023-07-27 12:00:16,622 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 12:00:17,013 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-27 12:00:17,028 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.132
2023-07-27 12:00:17,042 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.153
2023-07-27 12:00:17,057 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.155
2023-07-27 12:00:17,072 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.227
2023-07-27 12:00:17,086 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.273
2023-07-27 12:00:17,101 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.314
2023-07-27 12:00:17,117 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.318
2023-07-27 12:00:17,130 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.355
2023-07-27 12:00:17,146 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.401
2023-07-27 12:00:17,163 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.404
2023-07-27 12:00:17,180 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.447
2023-07-27 12:00:17,194 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.922, mIoU: 0.420
2023-07-27 12:00:17,210 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.397
2023-07-27 12:00:17,226 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.388
2023-07-27 12:00:17,240 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.384
2023-07-27 12:00:17,252 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.382
2023-07-27 12:00:17,266 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.379
2023-07-27 12:00:17,282 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.388
2023-07-27 12:00:17,301 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.432
2023-07-27 12:00:17,317 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.433
2023-07-27 12:00:17,334 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.444
2023-07-27 12:00:17,350 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.478
2023-07-27 12:00:17,367 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.481
2023-07-27 12:00:17,384 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.481
2023-07-27 12:00:17,400 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.480
2023-07-27 12:00:17,416 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.480
2023-07-27 12:00:17,428 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.480
2023-07-27 12:00:17,444 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.467
2023-07-27 12:00:17,460 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.467
2023-07-27 12:00:17,475 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.467
2023-07-27 12:00:17,491 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.466
2023-07-27 12:00:17,507 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.476
2023-07-27 12:00:17,523 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.475
2023-07-27 12:00:17,539 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.498
2023-07-27 12:00:17,555 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.499
2023-07-27 12:00:17,569 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.501
2023-07-27 12:00:17,583 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.546
2023-07-27 12:00:17,601 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.531
2023-07-27 12:00:17,615 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.530
2023-07-27 12:00:17,629 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.555
2023-07-27 12:00:17,645 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.555
2023-07-27 12:00:17,660 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.553
2023-07-27 12:00:17,674 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.553
2023-07-27 12:00:17,690 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.555
2023-07-27 12:00:17,706 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.560
2023-07-27 12:00:17,720 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.566
2023-07-27 12:00:17,733 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.567
2023-07-27 12:00:17,748 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-27 12:00:17,765 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 12:00:17,782 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.566
2023-07-27 12:00:17,798 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.566
2023-07-27 12:00:17,812 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.564
2023-07-27 12:00:17,829 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.565
2023-07-27 12:00:17,845 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.569
2023-07-27 12:00:17,859 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.566
2023-07-27 12:00:17,875 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.563
2023-07-27 12:00:17,893 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.561
2023-07-27 12:00:17,907 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.564
2023-07-27 12:00:17,923 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-27 12:00:17,937 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-27 12:00:17,953 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-27 12:00:17,967 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-27 12:00:17,986 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-27 12:00:18,000 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-27 12:00:18,016 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-27 12:00:18,032 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.612
2023-07-27 12:00:18,046 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-27 12:00:18,062 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-27 12:00:18,078 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-27 12:00:18,094 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-27 12:00:18,108 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-27 12:00:18,124 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-27 12:00:18,140 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-27 12:00:18,156 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-27 12:00:18,172 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-27 12:00:18,187 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.675
2023-07-27 12:00:18,197 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 12:00:18,213 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-27 12:00:18,231 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-27 12:00:18,245 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 12:00:18,261 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 12:00:18,276 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-27 12:00:18,293 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-27 12:00:18,309 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-27 12:00:18,325 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 12:00:18,341 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.666
2023-07-27 12:00:18,357 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-27 12:00:18,373 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:18,387 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-27 12:00:18,403 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-27 12:00:18,420 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 12:00:18,436 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-27 12:00:18,452 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-27 12:00:18,468 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 12:00:18,484 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 12:00:18,498 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 12:00:18,512 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-27 12:00:18,528 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 12:00:18,542 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-27 12:00:18,558 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-27 12:00:18,573 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:18,587 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:18,603 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:18,619 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:18,632 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:18,648 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:18,665 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:18,679 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.678
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2023-07-27 12:00:24,595 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 12:00:24,612 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-27 12:00:24,675 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 12:00:24,720 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-27 12:00:24,735 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-27 12:00:24,784 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 12:00:24,814 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 12:00:24,829 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-27 12:00:24,845 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 12:00:24,876 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-27 12:00:24,905 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 12:00:24,921 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 12:00:24,936 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 12:00:24,950 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 12:00:24,965 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 12:00:24,977 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 12:00:24,993 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 12:00:25,006 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 12:00:25,018 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 12:00:25,031 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 12:00:25,061 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:00:25,091 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,100 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,115 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,132 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,148 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,165 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,181 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,195 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,209 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,225 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,241 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:25,257 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:25,271 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,285 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,300 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,315 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,331 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,344 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:25,360 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,376 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,392 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,405 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,421 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:25,480 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:25,495 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:25,510 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:25,556 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:25,573 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:25,584 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 12:00:25,600 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 12:00:25,616 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:00:25,645 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:00:25,675 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:00:25,706 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,719 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,732 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-27 12:00:25,823 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 12:00:25,880 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,895 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,911 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-27 12:00:25,926 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,942 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,957 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:25,970 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:00:26,002 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,017 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,033 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,048 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,060 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,076 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:00:26,092 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 12:00:26,107 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 12:00:26,121 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 12:00:26,137 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,151 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,168 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,183 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,199 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:00:26,214 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 12:00:26,246 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:00:26,260 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,274 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-27 12:00:26,289 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:26,320 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:26,333 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:26,349 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:26,363 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:26,378 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:26,410 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:26,458 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:26,472 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:26,487 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 12:00:26,502 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 12:00:26,518 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-27 12:00:26,552 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 12:00:26,568 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 12:00:26,579 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:00:26,592 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:26,608 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:26,622 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 12:00:26,652 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:26,665 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 12:00:26,713 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:26,744 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:00:26,758 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:26,787 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:00:26,802 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:00:26,818 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:26,849 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:00:26,864 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:00:26,877 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:26,908 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,921 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,935 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:26,949 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:26,995 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:27,010 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:27,305 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 12:00:27,505 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,521 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,537 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,552 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,566 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,582 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,597 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,614 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,630 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:27,645 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:00:27,660 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:27,674 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:00:27,686 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,699 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,715 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,731 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,744 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,757 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:27,772 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,787 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,803 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,818 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,834 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,847 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,863 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,876 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,891 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,907 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,921 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,938 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,952 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,968 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:27,984 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:27,997 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,011 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,028 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:28,044 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,060 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,076 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,088 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,102 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:00:28,116 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:28,130 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:28,145 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,163 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,177 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,192 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,206 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,221 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,237 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,250 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,264 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,279 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,295 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,308 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,324 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,340 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,355 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,368 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,384 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,400 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,417 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,431 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,445 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:28,459 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:28,475 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:28,488 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:28,501 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:28,516 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,531 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,544 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,560 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,576 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,592 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:28,607 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:28,621 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,634 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,649 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,663 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,677 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,690 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,707 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,721 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,734 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,749 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,765 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,781 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,797 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,811 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,825 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,840 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,856 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,872 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:28,887 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:28,900 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:28,914 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,925 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,941 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,957 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,972 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:28,986 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:28,998 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:29,011 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:29,027 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,042 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:29,056 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,072 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,085 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,101 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,115 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,131 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:29,144 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:29,160 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:29,176 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:29,189 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,206 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,221 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,237 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,252 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,268 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,283 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,299 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,314 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,329 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,344 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,357 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,371 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,384 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,401 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,415 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,433 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,449 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,462 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,477 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,494 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,511 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,525 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,541 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,557 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,571 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,586 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,603 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,619 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 12:00:29,632 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,644 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,660 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:00:29,676 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 12:00:29,691 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-27 12:00:29,704 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,719 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,734 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,749 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,764 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,777 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,792 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,806 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,821 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,836 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:00:29,849 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,865 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,879 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,895 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,910 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,926 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,941 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:29,956 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,971 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:29,986 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,002 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,018 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,034 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,050 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,060 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,074 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,088 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,104 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,119 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,135 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,148 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,163 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,179 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,193 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,210 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,226 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,239 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,256 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,272 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:30,287 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,301 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,317 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,332 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:30,348 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:30,361 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:30,377 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:30,393 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:30,406 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:30,421 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,437 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,451 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,465 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,479 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,493 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:30,509 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:30,524 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:30,539 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,555 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,570 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,584 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,597 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:30,613 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,626 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,640 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,655 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,671 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,686 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,703 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,716 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,730 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,746 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,762 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,775 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,790 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,803 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,819 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,834 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,850 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,866 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:30,881 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:30,891 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,908 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,924 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,938 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,953 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,968 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,984 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:30,997 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,013 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,028 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,044 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,060 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,075 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,092 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,108 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,122 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,137 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,153 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,167 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,180 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:00:31,195 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,211 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,226 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,233 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,246 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,260 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,273 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:00:31,285 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:31,301 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:31,316 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:31,332 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:31,344 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:31,358 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:31,373 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:31,384 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:31,400 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,413 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,428 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,444 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,459 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,475 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,487 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,500 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,516 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,531 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:31,547 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:00:31,562 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,575 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,586 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,597 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,611 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,622 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:31,638 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,651 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,667 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,683 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,698 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,712 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,728 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:31,743 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,758 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,774 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,788 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,803 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,818 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,834 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,847 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,860 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,875 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,889 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,906 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:31,920 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:31,936 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:31,952 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:31,970 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:31,987 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,001 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,017 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,033 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,048 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,064 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:32,078 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:32,091 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:32,106 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:32,121 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:00:32,137 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:00:32,152 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:00:32,167 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:00:32,183 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:00:32,197 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,212 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,225 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,240 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,250 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,264 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,278 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:00:32,291 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,307 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,323 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:00:32,339 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,355 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:32,372 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:32,388 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:00:32,403 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,416 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,432 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,446 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,461 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,477 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,490 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,505 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,518 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,533 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,549 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,564 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,579 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,594 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,607 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,620 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,635 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,648 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,661 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,676 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,691 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,706 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,720 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,733 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,748 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,764 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,780 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,793 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,806 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:00:32,821 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:32,836 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:32,852 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,867 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,882 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,897 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,911 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,926 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,942 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:00:32,958 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:00:32,972 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:32,987 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,001 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,016 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,032 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,047 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,060 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:00:33,075 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,091 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,107 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,121 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,137 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,152 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:00:33,168 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,184 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,200 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:00:33,216 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 12:00:33,403 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 12:00:33,447 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-27 12:00:36,105 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,118 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,131 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:00:36,162 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,175 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,188 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,204 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,216 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,230 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:00:36,246 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:00:36,262 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:00:36,322 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:00:36,337 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:36,398 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:00:36,578 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:00:36,623 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:00:36,837 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:00:36,987 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:00:37,014 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:00:37,100 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:00:37,114 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-27 12:00:37,543 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:37,560 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:37,573 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-27 12:00:37,721 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:37,868 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:00:38,005 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:38,018 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-27 12:00:38,033 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-27 12:00:38,438 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,453 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,467 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,482 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,498 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,514 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,530 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,543 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,558 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:00:38,573 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:00:38,590 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:00:55,882 semantic_segmentation INFO: Iters: 148810/150000 || Lr: 0.000258 || Task Loss: 0.2901 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:13:38 || Estimated Time: 0:35:08
2023-07-27 12:01:13,287 semantic_segmentation INFO: Iters: 148820/150000 || Lr: 0.000256 || Task Loss: 0.2496 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:13:55 || Estimated Time: 0:34:50
2023-07-27 12:01:30,881 semantic_segmentation INFO: Iters: 148830/150000 || Lr: 0.000254 || Task Loss: 0.2493 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:14:13 || Estimated Time: 0:34:32
2023-07-27 12:01:48,300 semantic_segmentation INFO: Iters: 148840/150000 || Lr: 0.000252 || Task Loss: 0.4292 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:14:30 || Estimated Time: 0:34:14
2023-07-27 12:02:05,703 semantic_segmentation INFO: Iters: 148850/150000 || Lr: 0.000250 || Task Loss: 0.2790 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:14:47 || Estimated Time: 0:33:57
2023-07-27 12:02:23,030 semantic_segmentation INFO: Iters: 148860/150000 || Lr: 0.000248 || Task Loss: 0.3238 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:15:05 || Estimated Time: 0:33:39
2023-07-27 12:02:40,435 semantic_segmentation INFO: Iters: 148870/150000 || Lr: 0.000246 || Task Loss: 0.3736 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:15:22 || Estimated Time: 0:33:21
2023-07-27 12:02:58,474 semantic_segmentation INFO: Iters: 148880/150000 || Lr: 0.000244 || Task Loss: 0.3119 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:15:40 || Estimated Time: 0:33:04
2023-07-27 12:03:15,961 semantic_segmentation INFO: Iters: 148890/150000 || Lr: 0.000242 || Task Loss: 0.4340 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:15:58 || Estimated Time: 0:32:46
2023-07-27 12:03:33,366 semantic_segmentation INFO: Iters: 148900/150000 || Lr: 0.000240 || Task Loss: 0.4062 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:16:15 || Estimated Time: 0:32:28
2023-07-27 12:03:51,170 semantic_segmentation INFO: Iters: 148910/150000 || Lr: 0.000238 || Task Loss: 0.3868 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:16:33 || Estimated Time: 0:32:10
2023-07-27 12:04:09,466 semantic_segmentation INFO: Iters: 148920/150000 || Lr: 0.000236 || Task Loss: 0.3534 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:16:51 || Estimated Time: 0:31:53
2023-07-27 12:04:27,762 semantic_segmentation INFO: Iters: 148930/150000 || Lr: 0.000234 || Task Loss: 0.4308 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:17:10 || Estimated Time: 0:31:35
2023-07-27 12:04:46,172 semantic_segmentation INFO: Iters: 148940/150000 || Lr: 0.000232 || Task Loss: 0.4562 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:17:28 || Estimated Time: 0:31:17
2023-07-27 12:05:04,581 semantic_segmentation INFO: Iters: 148950/150000 || Lr: 0.000230 || Task Loss: 0.3643 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:17:46 || Estimated Time: 0:31:00
2023-07-27 12:05:22,657 semantic_segmentation INFO: Iters: 148960/150000 || Lr: 0.000228 || Task Loss: 0.3821 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:18:04 || Estimated Time: 0:30:42
2023-07-27 12:05:40,869 semantic_segmentation INFO: Iters: 148970/150000 || Lr: 0.000226 || Task Loss: 0.3764 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:18:23 || Estimated Time: 0:30:24
2023-07-27 12:05:59,164 semantic_segmentation INFO: Iters: 148980/150000 || Lr: 0.000224 || Task Loss: 0.2953 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:18:41 || Estimated Time: 0:30:06
2023-07-27 12:06:17,427 semantic_segmentation INFO: Iters: 148990/150000 || Lr: 0.000222 || Task Loss: 0.3215 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:18:59 || Estimated Time: 0:29:49
2023-07-27 12:06:35,366 semantic_segmentation INFO: Iters: 149000/150000 || Lr: 0.000220 || Task Loss: 0.3150 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:19:17 || Estimated Time: 0:29:31
2023-07-27 12:06:53,601 semantic_segmentation INFO: Iters: 149010/150000 || Lr: 0.000218 || Task Loss: 0.3181 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:19:35 || Estimated Time: 0:29:13
2023-07-27 12:07:11,406 semantic_segmentation INFO: Iters: 149020/150000 || Lr: 0.000216 || Task Loss: 0.1982 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:19:53 || Estimated Time: 0:28:56
2023-07-27 12:07:30,171 semantic_segmentation INFO: Iters: 149030/150000 || Lr: 0.000214 || Task Loss: 0.3310 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:20:12 || Estimated Time: 0:28:38
2023-07-27 12:07:48,531 semantic_segmentation INFO: Iters: 149040/150000 || Lr: 0.000212 || Task Loss: 0.2777 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:20:30 || Estimated Time: 0:28:20
2023-07-27 12:08:07,045 semantic_segmentation INFO: Iters: 149050/150000 || Lr: 0.000210 || Task Loss: 0.2774 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:20:49 || Estimated Time: 0:28:02
2023-07-27 12:08:25,541 semantic_segmentation INFO: Iters: 149060/150000 || Lr: 0.000208 || Task Loss: 0.2899 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:21:07 || Estimated Time: 0:27:45
2023-07-27 12:08:43,999 semantic_segmentation INFO: Iters: 149070/150000 || Lr: 0.000206 || Task Loss: 0.3222 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:21:26 || Estimated Time: 0:27:27
2023-07-27 12:09:02,293 semantic_segmentation INFO: Iters: 149080/150000 || Lr: 0.000204 || Task Loss: 0.3029 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:21:44 || Estimated Time: 0:27:09
2023-07-27 12:09:20,556 semantic_segmentation INFO: Iters: 149090/150000 || Lr: 0.000202 || Task Loss: 0.3669 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:22:02 || Estimated Time: 0:26:52
2023-07-27 12:09:38,618 semantic_segmentation INFO: Iters: 149100/150000 || Lr: 0.000200 || Task Loss: 0.3064 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:22:20 || Estimated Time: 0:26:34
2023-07-27 12:09:56,442 semantic_segmentation INFO: Iters: 149110/150000 || Lr: 0.000198 || Task Loss: 0.2976 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:22:38 || Estimated Time: 0:26:16
2023-07-27 12:10:14,728 semantic_segmentation INFO: Iters: 149120/150000 || Lr: 0.000196 || Task Loss: 0.4000 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:22:57 || Estimated Time: 0:25:58
2023-07-27 12:10:32,274 semantic_segmentation INFO: Iters: 149130/150000 || Lr: 0.000194 || Task Loss: 0.2768 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:23:14 || Estimated Time: 0:25:41
2023-07-27 12:10:50,102 semantic_segmentation INFO: Iters: 149140/150000 || Lr: 0.000192 || Task Loss: 0.2819 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:23:32 || Estimated Time: 0:25:23
2023-07-27 12:11:07,514 semantic_segmentation INFO: Iters: 149150/150000 || Lr: 0.000190 || Task Loss: 0.3009 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:23:49 || Estimated Time: 0:25:05
2023-07-27 12:11:25,737 semantic_segmentation INFO: Iters: 149160/150000 || Lr: 0.000188 || Task Loss: 0.2987 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:24:08 || Estimated Time: 0:24:48
2023-07-27 12:11:43,247 semantic_segmentation INFO: Iters: 149170/150000 || Lr: 0.000186 || Task Loss: 0.2824 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:24:25 || Estimated Time: 0:24:30
2023-07-27 12:12:00,857 semantic_segmentation INFO: Iters: 149180/150000 || Lr: 0.000184 || Task Loss: 0.3369 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:24:43 || Estimated Time: 0:24:12
2023-07-27 12:12:18,441 semantic_segmentation INFO: Iters: 149190/150000 || Lr: 0.000182 || Task Loss: 0.3034 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:25:00 || Estimated Time: 0:23:54
2023-07-27 12:12:35,866 semantic_segmentation INFO: Iters: 149200/150000 || Lr: 0.000180 || Task Loss: 0.3681 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:25:18 || Estimated Time: 0:23:37
2023-07-27 12:12:53,279 semantic_segmentation INFO: Iters: 149210/150000 || Lr: 0.000178 || Task Loss: 0.3306 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:25:35 || Estimated Time: 0:23:19
2023-07-27 12:13:10,689 semantic_segmentation INFO: Iters: 149220/150000 || Lr: 0.000176 || Task Loss: 0.3515 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:25:52 || Estimated Time: 0:23:01
2023-07-27 12:13:28,332 semantic_segmentation INFO: Iters: 149230/150000 || Lr: 0.000174 || Task Loss: 0.3877 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:26:10 || Estimated Time: 0:22:44
2023-07-27 12:13:45,859 semantic_segmentation INFO: Iters: 149240/150000 || Lr: 0.000172 || Task Loss: 0.3142 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:26:28 || Estimated Time: 0:22:26
2023-07-27 12:14:04,154 semantic_segmentation INFO: Iters: 149250/150000 || Lr: 0.000170 || Task Loss: 0.3633 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:26:46 || Estimated Time: 0:22:08
2023-07-27 12:14:21,651 semantic_segmentation INFO: Iters: 149260/150000 || Lr: 0.000168 || Task Loss: 0.2463 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:27:03 || Estimated Time: 0:21:50
2023-07-27 12:14:39,570 semantic_segmentation INFO: Iters: 149270/150000 || Lr: 0.000166 || Task Loss: 0.3096 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:27:21 || Estimated Time: 0:21:33
2023-07-27 12:14:57,341 semantic_segmentation INFO: Iters: 149280/150000 || Lr: 0.000164 || Task Loss: 0.3024 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:27:39 || Estimated Time: 0:21:15
2023-07-27 12:15:15,837 semantic_segmentation INFO: Iters: 149290/150000 || Lr: 0.000162 || Task Loss: 0.2635 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:27:58 || Estimated Time: 0:20:57
2023-07-27 12:15:33,889 semantic_segmentation INFO: Iters: 149300/150000 || Lr: 0.000160 || Task Loss: 0.2835 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:28:16 || Estimated Time: 0:20:40
2023-07-27 12:15:51,803 semantic_segmentation INFO: Iters: 149310/150000 || Lr: 0.000158 || Task Loss: 0.3321 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:28:34 || Estimated Time: 0:20:22
2023-07-27 12:16:10,240 semantic_segmentation INFO: Iters: 149320/150000 || Lr: 0.000156 || Task Loss: 0.3698 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:28:52 || Estimated Time: 0:20:04
2023-07-27 12:16:28,668 semantic_segmentation INFO: Iters: 149330/150000 || Lr: 0.000154 || Task Loss: 0.2693 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:29:10 || Estimated Time: 0:19:46
2023-07-27 12:16:47,087 semantic_segmentation INFO: Iters: 149340/150000 || Lr: 0.000152 || Task Loss: 0.2543 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:29:29 || Estimated Time: 0:19:29
2023-07-27 12:17:05,516 semantic_segmentation INFO: Iters: 149350/150000 || Lr: 0.000150 || Task Loss: 0.4456 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:29:47 || Estimated Time: 0:19:11
2023-07-27 12:17:23,308 semantic_segmentation INFO: Iters: 149360/150000 || Lr: 0.000147 || Task Loss: 0.2639 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:30:05 || Estimated Time: 0:18:53
2023-07-27 12:17:41,133 semantic_segmentation INFO: Iters: 149370/150000 || Lr: 0.000145 || Task Loss: 0.3317 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:30:23 || Estimated Time: 0:18:36
2023-07-27 12:17:59,655 semantic_segmentation INFO: Iters: 149380/150000 || Lr: 0.000143 || Task Loss: 0.3677 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:30:41 || Estimated Time: 0:18:18
2023-07-27 12:18:17,027 semantic_segmentation INFO: Iters: 149390/150000 || Lr: 0.000141 || Task Loss: 0.3603 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:30:59 || Estimated Time: 0:18:00
2023-07-27 12:18:34,261 semantic_segmentation INFO: Iters: 149400/150000 || Lr: 0.000139 || Task Loss: 0.3889 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:31:16 || Estimated Time: 0:17:42
2023-07-27 12:18:51,711 semantic_segmentation INFO: Iters: 149410/150000 || Lr: 0.000137 || Task Loss: 0.4955 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:31:33 || Estimated Time: 0:17:25
2023-07-27 12:19:09,588 semantic_segmentation INFO: Iters: 149420/150000 || Lr: 0.000135 || Task Loss: 0.4158 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:31:51 || Estimated Time: 0:17:07
2023-07-27 12:19:27,604 semantic_segmentation INFO: Iters: 149430/150000 || Lr: 0.000133 || Task Loss: 0.2676 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:32:09 || Estimated Time: 0:16:49
2023-07-27 12:19:45,005 semantic_segmentation INFO: Iters: 149440/150000 || Lr: 0.000131 || Task Loss: 0.2007 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:32:27 || Estimated Time: 0:16:32
2023-07-27 12:20:02,279 semantic_segmentation INFO: Iters: 149450/150000 || Lr: 0.000129 || Task Loss: 0.4059 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:32:44 || Estimated Time: 0:16:14
2023-07-27 12:20:19,826 semantic_segmentation INFO: Iters: 149460/150000 || Lr: 0.000127 || Task Loss: 0.3311 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:33:02 || Estimated Time: 0:15:56
2023-07-27 12:20:37,032 semantic_segmentation INFO: Iters: 149470/150000 || Lr: 0.000124 || Task Loss: 0.3017 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:33:19 || Estimated Time: 0:15:38
2023-07-27 12:20:54,347 semantic_segmentation INFO: Iters: 149480/150000 || Lr: 0.000122 || Task Loss: 0.2462 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:33:36 || Estimated Time: 0:15:21
2023-07-27 12:21:11,746 semantic_segmentation INFO: Iters: 149490/150000 || Lr: 0.000120 || Task Loss: 0.2221 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:33:54 || Estimated Time: 0:15:03
2023-07-27 12:21:29,294 semantic_segmentation INFO: Iters: 149500/150000 || Lr: 0.000118 || Task Loss: 0.2911 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:34:11 || Estimated Time: 0:14:45
2023-07-27 12:21:47,477 semantic_segmentation INFO: Iters: 149510/150000 || Lr: 0.000116 || Task Loss: 0.3171 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:34:29 || Estimated Time: 0:14:28
2023-07-27 12:22:05,024 semantic_segmentation INFO: Iters: 149520/150000 || Lr: 0.000114 || Task Loss: 0.3040 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:34:47 || Estimated Time: 0:14:10
2023-07-27 12:22:23,533 semantic_segmentation INFO: Iters: 149530/150000 || Lr: 0.000112 || Task Loss: 0.4336 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:35:05 || Estimated Time: 0:13:52
2023-07-27 12:22:41,777 semantic_segmentation INFO: Iters: 149540/150000 || Lr: 0.000110 || Task Loss: 0.3151 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:35:24 || Estimated Time: 0:13:34
2023-07-27 12:22:59,839 semantic_segmentation INFO: Iters: 149550/150000 || Lr: 0.000107 || Task Loss: 0.3557 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:35:42 || Estimated Time: 0:13:17
2023-07-27 12:23:17,942 semantic_segmentation INFO: Iters: 149560/150000 || Lr: 0.000105 || Task Loss: 0.3194 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:36:00 || Estimated Time: 0:12:59
2023-07-27 12:23:35,568 semantic_segmentation INFO: Iters: 149570/150000 || Lr: 0.000103 || Task Loss: 0.3601 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:36:17 || Estimated Time: 0:12:41
2023-07-27 12:23:53,618 semantic_segmentation INFO: Iters: 149580/150000 || Lr: 0.000101 || Task Loss: 0.3349 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:36:35 || Estimated Time: 0:12:24
2023-07-27 12:24:11,502 semantic_segmentation INFO: Iters: 149590/150000 || Lr: 0.000099 || Task Loss: 0.3016 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:36:53 || Estimated Time: 0:12:06
2023-07-27 12:24:29,504 semantic_segmentation INFO: Iters: 149600/150000 || Lr: 0.000097 || Task Loss: 0.2227 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:37:11 || Estimated Time: 0:11:48
2023-07-27 12:24:29,631 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 12:24:30,016 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.090
2023-07-27 12:24:30,036 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.131
2023-07-27 12:24:30,049 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.150
2023-07-27 12:24:30,063 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.152
2023-07-27 12:24:30,078 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.224
2023-07-27 12:24:30,091 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.269
2023-07-27 12:24:30,106 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.310
2023-07-27 12:24:30,121 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.315
2023-07-27 12:24:30,134 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.353
2023-07-27 12:24:30,149 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.399
2023-07-27 12:24:30,166 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.401
2023-07-27 12:24:30,183 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.443
2023-07-27 12:24:30,198 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.417
2023-07-27 12:24:30,214 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.397
2023-07-27 12:24:30,232 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.921, mIoU: 0.388
2023-07-27 12:24:30,247 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.384
2023-07-27 12:24:30,260 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.382
2023-07-27 12:24:30,275 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.920, mIoU: 0.380
2023-07-27 12:24:30,291 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.388
2023-07-27 12:24:30,310 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.432
2023-07-27 12:24:30,327 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.433
2023-07-27 12:24:30,344 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.444
2023-07-27 12:24:30,361 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.477
2023-07-27 12:24:30,378 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.479
2023-07-27 12:24:30,395 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-27 12:24:30,410 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.478
2023-07-27 12:24:30,426 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-27 12:24:30,438 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.478
2023-07-27 12:24:30,455 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.465
2023-07-27 12:24:30,470 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.465
2023-07-27 12:24:30,485 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-27 12:24:30,501 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.465
2023-07-27 12:24:30,517 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.475
2023-07-27 12:24:30,532 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.474
2023-07-27 12:24:30,548 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.498
2023-07-27 12:24:30,564 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.498
2023-07-27 12:24:30,578 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.500
2023-07-27 12:24:30,592 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.544
2023-07-27 12:24:30,610 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.528
2023-07-27 12:24:30,624 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.526
2023-07-27 12:24:30,638 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.553
2023-07-27 12:24:30,654 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.552
2023-07-27 12:24:30,670 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-27 12:24:30,685 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-27 12:24:30,701 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.554
2023-07-27 12:24:30,717 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.558
2023-07-27 12:24:30,731 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-27 12:24:30,745 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.566
2023-07-27 12:24:30,760 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-27 12:24:30,778 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-27 12:24:30,795 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-27 12:24:30,811 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.565
2023-07-27 12:24:30,825 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.562
2023-07-27 12:24:30,842 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.563
2023-07-27 12:24:30,858 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.568
2023-07-27 12:24:30,872 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.564
2023-07-27 12:24:30,889 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.562
2023-07-27 12:24:30,907 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.560
2023-07-27 12:24:30,921 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.563
2023-07-27 12:24:30,937 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-27 12:24:30,951 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-27 12:24:30,967 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-27 12:24:30,981 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-27 12:24:31,000 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-27 12:24:31,015 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-27 12:24:31,031 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-27 12:24:31,048 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.612
2023-07-27 12:24:31,062 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-27 12:24:31,079 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-27 12:24:31,095 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.658
2023-07-27 12:24:31,112 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-27 12:24:31,127 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-27 12:24:31,143 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.676
2023-07-27 12:24:31,159 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-27 12:24:31,175 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.677
2023-07-27 12:24:31,191 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-27 12:24:31,207 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-27 12:24:31,217 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-27 12:24:31,233 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 12:24:31,251 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-27 12:24:31,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-27 12:24:31,281 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 12:24:31,297 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 12:24:31,313 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-27 12:24:31,329 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-27 12:24:31,345 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-27 12:24:31,361 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-27 12:24:31,377 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.662
2023-07-27 12:24:31,393 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 12:24:31,407 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-27 12:24:31,423 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 12:24:31,440 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-27 12:24:31,456 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 12:24:31,473 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-27 12:24:31,489 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-27 12:24:31,505 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-27 12:24:31,519 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-27 12:24:31,533 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-27 12:24:31,550 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-27 12:24:31,564 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-27 12:24:31,580 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:31,595 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-27 12:24:31,641 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 12:24:31,654 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.676
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2023-07-27 12:24:31,756 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.677
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2023-07-27 12:24:31,787 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.678
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2023-07-27 12:24:31,815 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-27 12:24:31,831 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-27 12:24:31,861 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.666
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2023-07-27 12:24:31,892 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-27 12:24:31,906 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.663
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2023-07-27 12:24:31,962 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.663
2023-07-27 12:24:32,051 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.654
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2023-07-27 12:24:32,073 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-27 12:24:32,103 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.660
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2023-07-27 12:24:32,132 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.659
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2023-07-27 12:24:32,173 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.657
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2023-07-27 12:24:32,201 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-27 12:24:32,214 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-27 12:24:32,229 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 12:24:32,245 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-27 12:24:32,261 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.662
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2023-07-27 12:24:32,293 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-27 12:24:32,308 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.662
2023-07-27 12:24:32,323 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-27 12:24:32,338 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-27 12:24:32,348 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:32,364 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:32,379 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-27 12:24:32,422 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 12:24:32,520 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-27 12:24:32,611 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-27 12:24:32,625 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-27 12:24:32,640 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-27 12:24:32,656 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-27 12:24:32,672 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-27 12:24:32,688 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.923, mIoU: 0.660
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2023-07-27 12:24:32,718 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-27 12:24:32,810 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-27 12:24:32,824 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-27 12:24:33,011 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.925, mIoU: 0.663
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2023-07-27 12:24:33,136 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.924, mIoU: 0.654
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2023-07-27 12:24:33,725 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-27 12:24:33,739 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-27 12:24:33,756 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.922, mIoU: 0.654
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2023-07-27 12:24:34,003 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-27 12:24:34,482 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.915, mIoU: 0.645
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2023-07-27 12:24:36,757 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-27 12:24:36,960 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-27 12:24:37,007 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.918, mIoU: 0.645
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2023-07-27 12:24:37,192 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-27 12:24:37,223 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-27 12:24:37,236 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-27 12:24:37,251 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-27 12:24:37,345 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.920, mIoU: 0.652
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2023-07-27 12:24:37,393 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-27 12:24:37,405 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-27 12:24:37,421 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-27 12:24:37,453 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-27 12:24:37,485 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 12:24:37,495 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-27 12:24:37,510 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-27 12:24:37,526 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.921, mIoU: 0.657
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2023-07-27 12:24:37,584 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-27 12:24:37,631 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-27 12:24:37,716 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-27 12:24:37,811 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-27 12:24:37,827 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-27 12:24:37,842 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-27 12:24:37,871 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-27 12:24:37,887 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-27 12:24:37,902 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-27 12:24:38,012 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-27 12:24:38,119 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-27 12:24:38,135 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-27 12:24:38,148 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-27 12:24:38,164 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-27 12:24:38,190 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-27 12:24:38,235 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-27 12:24:38,250 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,266 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,275 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,290 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:24:38,323 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,338 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,354 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-27 12:24:38,368 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-27 12:24:38,489 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-27 12:24:38,704 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-27 12:24:39,082 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-27 12:24:39,390 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 12:24:39,738 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:39,754 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 12:24:39,770 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-27 12:24:39,781 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 12:24:39,795 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:24:39,811 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:24:39,825 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:24:39,841 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:24:39,855 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:24:39,869 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-27 12:24:39,885 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:39,902 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:39,918 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:39,935 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:39,948 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:39,963 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:39,977 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:39,992 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,008 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,025 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,041 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,056 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 12:24:40,072 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-27 12:24:40,086 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,102 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,117 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:24:40,130 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:24:40,144 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-27 12:24:40,159 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:40,175 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:40,191 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:40,204 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:40,220 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:40,237 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:40,253 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:40,267 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:40,281 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:40,289 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:40,305 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:40,322 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,338 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,355 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,371 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,387 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:40,404 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:40,420 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,433 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,449 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,464 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,479 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,495 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 12:24:40,508 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 12:24:40,522 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-27 12:24:40,535 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:40,550 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:40,563 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:40,577 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:40,590 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:40,605 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,622 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,635 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,650 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,664 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,677 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,693 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,709 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,725 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,741 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,757 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,773 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,787 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,803 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,819 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:40,837 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:40,853 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:40,869 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:40,885 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:40,899 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:40,912 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:40,926 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,941 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:40,958 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:40,972 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:40,985 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,001 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,015 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,031 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,047 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,063 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,077 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:41,092 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,106 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,121 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,136 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,151 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,168 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:41,182 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,198 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:41,215 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,228 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,242 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,259 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:41,276 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:41,292 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:41,308 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,321 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,335 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,349 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:41,363 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:41,379 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,396 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,410 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,426 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,440 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,455 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,471 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,485 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,499 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,514 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,530 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,544 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,560 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,576 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,590 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 12:24:41,604 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-27 12:24:41,620 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,636 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,653 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,667 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,682 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,696 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,712 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,726 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,740 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:41,755 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,771 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,785 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,801 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:41,817 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,833 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,850 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:41,864 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,877 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,893 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,907 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,921 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,935 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:41,951 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:41,965 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:41,979 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:41,994 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,011 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,026 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,043 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,057 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,071 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,087 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:42,103 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:42,119 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:42,135 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:42,148 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:42,162 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,174 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,190 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,206 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,221 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,236 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,248 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,262 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,277 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,294 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:42,308 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:42,324 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,338 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,354 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,368 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,384 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,398 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,414 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,430 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,444 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:42,461 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,476 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,492 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,508 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,524 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,540 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,555 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,570 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,586 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,601 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,615 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,629 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,642 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,660 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,674 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,692 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,708 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,721 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,736 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,753 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,769 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,783 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,799 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,814 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:42,828 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:42,843 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:42,860 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:42,875 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-27 12:24:42,889 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:42,902 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:42,920 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:42,936 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,952 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,966 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,982 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:42,998 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,014 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,030 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,044 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,060 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,073 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,089 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,104 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,118 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,135 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,149 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-27 12:24:43,164 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,180 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,196 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,211 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,226 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,242 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,256 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,273 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,289 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,305 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,321 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,332 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,347 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,361 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,377 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,393 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,409 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,423 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,439 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,454 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,469 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,486 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,503 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,517 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,533 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,549 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,565 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,579 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,594 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,610 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,626 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,640 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:43,656 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:43,671 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:43,685 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,700 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:43,715 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,728 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:43,743 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,757 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,772 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,787 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,803 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:43,818 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,834 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,850 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,864 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,878 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,894 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:43,908 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:43,922 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:43,938 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:43,954 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:43,970 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:43,987 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,001 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,015 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,032 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,048 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,061 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,077 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,091 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,108 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,122 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,139 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,155 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,171 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,180 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,197 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,214 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,227 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,242 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,258 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,273 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,287 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,303 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,318 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,334 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,350 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,365 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,383 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,399 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,413 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,428 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,444 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,459 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-27 12:24:44,472 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,488 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,504 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,520 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,527 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,541 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-27 12:24:44,555 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,568 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,580 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-27 12:24:44,597 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,612 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,628 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:44,641 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,654 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,670 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,682 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,698 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,712 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:44,728 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:44,743 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:44,759 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,775 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,787 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,801 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,817 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:44,832 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,848 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,863 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,877 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,887 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,899 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,913 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,925 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,941 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:44,955 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:44,971 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:44,988 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,004 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:45,019 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:45,036 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,052 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,068 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,084 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,100 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,115 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,130 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,146 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,160 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,173 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,189 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,202 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,218 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,231 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,247 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,262 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,280 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,296 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,310 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,326 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,342 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,358 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:24:45,374 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:24:45,388 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:24:45,401 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:24:45,418 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-27 12:24:45,434 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:24:45,450 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:24:45,466 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:24:45,482 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:24:45,498 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-27 12:24:45,514 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,530 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,544 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,560 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,571 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,585 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,601 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-27 12:24:45,613 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,628 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,644 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-27 12:24:45,660 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,676 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,692 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,708 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,724 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,737 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:45,753 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:45,766 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,782 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,797 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,811 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,826 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,840 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,855 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,871 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:45,887 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,903 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,918 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,932 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,945 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:45,961 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-27 12:24:45,975 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:45,989 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,005 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:46,020 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,036 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-27 12:24:46,050 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,063 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,079 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,096 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,112 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,126 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,140 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,156 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,172 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,188 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,204 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,220 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,236 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-27 12:24:46,251 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,267 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,283 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-27 12:24:46,299 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,314 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,330 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,344 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,360 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,376 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,392 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,405 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-27 12:24:46,420 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:46,435 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,452 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,465 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,480 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,496 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,510 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,526 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,542 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,558 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,572 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,588 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,606 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,620 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,636 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,649 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-27 12:24:46,659 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,675 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,691 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,705 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:46,721 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:46,737 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:46,751 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,764 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,780 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,796 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,811 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,829 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,844 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,861 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:46,876 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,889 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,905 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,920 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,935 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,948 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,962 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-27 12:24:46,978 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:46,994 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:47,010 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:47,026 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:47,040 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,056 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,071 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,085 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,101 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,117 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,133 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,149 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,162 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,178 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,194 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,210 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:47,226 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,239 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,256 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,269 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,283 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,296 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,311 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,327 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,342 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,358 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,369 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,383 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,400 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,416 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,430 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,446 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,463 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,478 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,492 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,507 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,523 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,536 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,552 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,565 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,579 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-27 12:24:47,610 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,626 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,641 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,655 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,670 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,686 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,699 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,714 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,730 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,746 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,761 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,775 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,788 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,804 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,820 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-27 12:24:47,835 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-27 12:24:47,849 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:24:47,882 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:47,896 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-27 12:24:47,983 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-27 12:24:47,999 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,014 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:24:48,153 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:24:48,274 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,290 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,306 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,319 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,335 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:48,424 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:48,456 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,472 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,486 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,499 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,515 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,530 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,546 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,559 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,576 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,589 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,603 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,618 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,634 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,650 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,665 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:48,682 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,696 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,712 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,727 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,743 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,759 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,773 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,787 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,804 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,819 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,836 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,849 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,863 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,879 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,895 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,908 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,922 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:48,937 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,953 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,968 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,984 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:48,999 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,016 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,030 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,045 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,062 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,075 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,091 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,107 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,123 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,138 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,154 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:24:49,170 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,185 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,200 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,216 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,231 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,248 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,263 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,279 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,294 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,308 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,321 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,337 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,353 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,366 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,382 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,398 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,414 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,430 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,445 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,461 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,477 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,490 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,504 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,518 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,532 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,546 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,562 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,578 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,592 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,606 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,621 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,633 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,648 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,664 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,680 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,696 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:24:49,725 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:24:49,785 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,801 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,817 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,830 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,846 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,863 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,879 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,895 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,908 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,924 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:49,941 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,957 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,972 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:49,986 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,002 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,018 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,034 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,049 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,065 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,080 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,096 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,107 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,121 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,135 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,148 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,165 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,180 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,195 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,207 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,220 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,234 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,250 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,265 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,280 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,296 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:50,341 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:50,385 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,399 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-27 12:24:50,414 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:50,563 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:24:50,684 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,700 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-27 12:24:50,716 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-27 12:24:50,769 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:24:50,827 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-27 12:24:50,860 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-27 12:24:50,924 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-27 12:24:51,157 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-27 12:24:51,322 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-27 12:24:51,463 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,477 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,492 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,508 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,524 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,540 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,555 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,570 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,580 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,595 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,608 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,624 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,639 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-27 12:24:51,654 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-27 12:24:51,670 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,682 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,692 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:51,710 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:51,725 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,741 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,755 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,771 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,786 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,800 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,815 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,831 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,845 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,860 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,874 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-27 12:24:51,889 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,904 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,920 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,933 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,948 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,964 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,979 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:51,995 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:52,008 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:52,023 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:52,038 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-27 12:24:52,056 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-27 12:25:09,806 semantic_segmentation INFO: Iters: 149610/150000 || Lr: 0.000095 || Task Loss: 0.3121 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:37:52 || Estimated Time: 0:11:30
2023-07-27 12:25:28,053 semantic_segmentation INFO: Iters: 149620/150000 || Lr: 0.000092 || Task Loss: 0.3213 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:38:10 || Estimated Time: 0:11:13
2023-07-27 12:25:46,101 semantic_segmentation INFO: Iters: 149630/150000 || Lr: 0.000090 || Task Loss: 0.3077 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:38:28 || Estimated Time: 0:10:55
2023-07-27 12:26:03,947 semantic_segmentation INFO: Iters: 149640/150000 || Lr: 0.000088 || Task Loss: 0.2537 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:38:46 || Estimated Time: 0:10:37
2023-07-27 12:26:21,724 semantic_segmentation INFO: Iters: 149650/150000 || Lr: 0.000086 || Task Loss: 0.2373 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:39:04 || Estimated Time: 0:10:20
2023-07-27 12:26:40,137 semantic_segmentation INFO: Iters: 149660/150000 || Lr: 0.000084 || Task Loss: 0.2908 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:39:22 || Estimated Time: 0:10:02
2023-07-27 12:26:57,984 semantic_segmentation INFO: Iters: 149670/150000 || Lr: 0.000081 || Task Loss: 0.2685 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:39:40 || Estimated Time: 0:09:44
2023-07-27 12:27:15,371 semantic_segmentation INFO: Iters: 149680/150000 || Lr: 0.000079 || Task Loss: 0.3003 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:39:57 || Estimated Time: 0:09:26
2023-07-27 12:27:33,503 semantic_segmentation INFO: Iters: 149690/150000 || Lr: 0.000077 || Task Loss: 0.2391 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:40:15 || Estimated Time: 0:09:09
2023-07-27 12:27:50,917 semantic_segmentation INFO: Iters: 149700/150000 || Lr: 0.000075 || Task Loss: 0.2848 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:40:33 || Estimated Time: 0:08:51
2023-07-27 12:28:09,140 semantic_segmentation INFO: Iters: 149710/150000 || Lr: 0.000072 || Task Loss: 0.2751 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:40:51 || Estimated Time: 0:08:33
2023-07-27 12:28:26,538 semantic_segmentation INFO: Iters: 149720/150000 || Lr: 0.000070 || Task Loss: 0.2755 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:41:08 || Estimated Time: 0:08:16
2023-07-27 12:28:44,076 semantic_segmentation INFO: Iters: 149730/150000 || Lr: 0.000068 || Task Loss: 0.2693 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:41:26 || Estimated Time: 0:07:58
2023-07-27 12:29:01,492 semantic_segmentation INFO: Iters: 149740/150000 || Lr: 0.000066 || Task Loss: 0.3696 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:41:43 || Estimated Time: 0:07:40
2023-07-27 12:29:19,683 semantic_segmentation INFO: Iters: 149750/150000 || Lr: 0.000063 || Task Loss: 0.3162 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:42:01 || Estimated Time: 0:07:22
2023-07-27 12:29:37,108 semantic_segmentation INFO: Iters: 149760/150000 || Lr: 0.000061 || Task Loss: 0.3243 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:42:19 || Estimated Time: 0:07:05
2023-07-27 12:29:54,514 semantic_segmentation INFO: Iters: 149770/150000 || Lr: 0.000059 || Task Loss: 0.3332 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:42:36 || Estimated Time: 0:06:47
2023-07-27 12:30:11,924 semantic_segmentation INFO: Iters: 149780/150000 || Lr: 0.000057 || Task Loss: 0.3063 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:42:54 || Estimated Time: 0:06:29
2023-07-27 12:30:29,328 semantic_segmentation INFO: Iters: 149790/150000 || Lr: 0.000054 || Task Loss: 0.3609 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:43:11 || Estimated Time: 0:06:12
2023-07-27 12:30:46,740 semantic_segmentation INFO: Iters: 149800/150000 || Lr: 0.000052 || Task Loss: 0.3012 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:43:29 || Estimated Time: 0:05:54
2023-07-27 12:31:04,350 semantic_segmentation INFO: Iters: 149810/150000 || Lr: 0.000050 || Task Loss: 0.3092 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:43:46 || Estimated Time: 0:05:36
2023-07-27 12:31:22,159 semantic_segmentation INFO: Iters: 149820/150000 || Lr: 0.000047 || Task Loss: 0.3786 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:44:04 || Estimated Time: 0:05:18
2023-07-27 12:31:39,576 semantic_segmentation INFO: Iters: 149830/150000 || Lr: 0.000045 || Task Loss: 0.3307 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:44:21 || Estimated Time: 0:05:01
2023-07-27 12:31:57,002 semantic_segmentation INFO: Iters: 149840/150000 || Lr: 0.000043 || Task Loss: 0.3405 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:44:39 || Estimated Time: 0:04:43
2023-07-27 12:32:14,965 semantic_segmentation INFO: Iters: 149850/150000 || Lr: 0.000040 || Task Loss: 0.2943 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:44:57 || Estimated Time: 0:04:25
2023-07-27 12:32:32,950 semantic_segmentation INFO: Iters: 149860/150000 || Lr: 0.000038 || Task Loss: 0.2958 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:45:15 || Estimated Time: 0:04:08
2023-07-27 12:32:51,416 semantic_segmentation INFO: Iters: 149870/150000 || Lr: 0.000035 || Task Loss: 0.2652 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:45:33 || Estimated Time: 0:03:50
2023-07-27 12:33:09,460 semantic_segmentation INFO: Iters: 149880/150000 || Lr: 0.000033 || Task Loss: 0.3943 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:45:51 || Estimated Time: 0:03:32
2023-07-27 12:33:27,223 semantic_segmentation INFO: Iters: 149890/150000 || Lr: 0.000030 || Task Loss: 0.3350 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:46:09 || Estimated Time: 0:03:14
2023-07-27 12:33:45,067 semantic_segmentation INFO: Iters: 149900/150000 || Lr: 0.000028 || Task Loss: 0.4149 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:46:27 || Estimated Time: 0:02:57
2023-07-27 12:34:03,145 semantic_segmentation INFO: Iters: 149910/150000 || Lr: 0.000025 || Task Loss: 0.3811 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:46:45 || Estimated Time: 0:02:39
2023-07-27 12:34:20,554 semantic_segmentation INFO: Iters: 149920/150000 || Lr: 0.000023 || Task Loss: 0.4236 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:47:02 || Estimated Time: 0:02:21
2023-07-27 12:34:37,965 semantic_segmentation INFO: Iters: 149930/150000 || Lr: 0.000020 || Task Loss: 0.3229 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:47:20 || Estimated Time: 0:02:04
2023-07-27 12:34:55,591 semantic_segmentation INFO: Iters: 149940/150000 || Lr: 0.000018 || Task Loss: 0.2642 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:47:37 || Estimated Time: 0:01:46
2023-07-27 12:35:13,277 semantic_segmentation INFO: Iters: 149950/150000 || Lr: 0.000015 || Task Loss: 0.2687 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:47:55 || Estimated Time: 0:01:28
2023-07-27 12:35:30,770 semantic_segmentation INFO: Iters: 149960/150000 || Lr: 0.000012 || Task Loss: 0.2751 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:48:13 || Estimated Time: 0:01:10
2023-07-27 12:35:48,921 semantic_segmentation INFO: Iters: 149970/150000 || Lr: 0.000010 || Task Loss: 0.3443 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:48:31 || Estimated Time: 0:00:53
2023-07-27 12:36:06,535 semantic_segmentation INFO: Iters: 149980/150000 || Lr: 0.000007 || Task Loss: 0.2528 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:48:48 || Estimated Time: 0:00:35
2023-07-27 12:36:23,768 semantic_segmentation INFO: Iters: 149990/150000 || Lr: 0.000004 || Task Loss: 0.3400 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:49:06 || Estimated Time: 0:00:17
2023-07-27 12:36:41,062 semantic_segmentation INFO: Iters: 150000/150000 || Lr: 0.000000 || Task Loss: 0.3564 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 1:49:23 || Estimated Time: 0:00:00
2023-07-27 12:36:41,253 semantic_segmentation INFO: Total training time: 3 days, 1:49:23.535774 (1.7718s / it)
